{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 28.06361085126286, "eval_steps": 500, "global_step": 30000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "action_query_norm": 45.2546501159668, "action_relation_loss": 0.05340769365429878, "auxiliary_loss_weight": 1.0, "epoch": 0.009354536950420954, "flow_matching_loss": 0.9186811864376068, "grad_norm": 7.205082416534424, "learning_rate": 6.000000000000001e-07, "loss": 1.042, "relation_loss": 0.12333939075469971, "selected_pairs": 26709.2, "state_query_norm": 45.25465393066406, "state_relation_loss": 0.06993169784545898, "step": 10, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.12333939075469971, "weighted_relation_loss": 0.12333939075469971 }, { "action_query_norm": 45.254662704467776, "action_relation_loss": 0.05570003427565098, "auxiliary_loss_weight": 1.0, "epoch": 0.018709073900841908, "flow_matching_loss": 0.9052734434604645, "grad_norm": 6.959439754486084, "learning_rate": 1.2666666666666667e-06, "loss": 1.0282, "relation_loss": 0.12291600704193115, "selected_pairs": 27177.8, "state_query_norm": 45.25465393066406, "state_relation_loss": 0.06721597239375114, "step": 20, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.12291600704193115, "weighted_relation_loss": 0.12291600704193115 }, { "action_query_norm": 45.254676818847656, "action_relation_loss": 0.0516024362295866, "auxiliary_loss_weight": 1.0, "epoch": 0.02806361085126286, "flow_matching_loss": 0.7601522088050843, "grad_norm": 4.142604351043701, "learning_rate": 1.9333333333333336e-06, "loss": 0.8761, "relation_loss": 0.11594739630818367, "selected_pairs": 26755.1, "state_query_norm": 45.25465393066406, "state_relation_loss": 0.06434495970606804, "step": 30, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.11594739630818367, "weighted_relation_loss": 0.11594739630818367 }, { "action_query_norm": 45.25470123291016, "action_relation_loss": 0.05144812539219856, "auxiliary_loss_weight": 1.0, "epoch": 0.037418147801683815, "flow_matching_loss": 0.5641243159770966, "grad_norm": 1.395561933517456, "learning_rate": 2.6e-06, "loss": 0.6771, "relation_loss": 0.11293624192476273, "selected_pairs": 27012.3, "state_query_norm": 45.25465393066406, "state_relation_loss": 0.06148811653256416, "step": 40, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.11293624192476273, "weighted_relation_loss": 0.11293624192476273 }, { "action_query_norm": 45.254717636108396, "action_relation_loss": 0.04782609865069389, "auxiliary_loss_weight": 1.0, "epoch": 0.04677268475210477, "flow_matching_loss": 0.43103312849998476, "grad_norm": 1.229891061782837, "learning_rate": 3.2666666666666666e-06, "loss": 0.5342, "relation_loss": 0.10315800979733467, "selected_pairs": 26396.6, "state_query_norm": 45.25463523864746, "state_relation_loss": 0.055331910401582717, "step": 50, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.10315800979733467, "weighted_relation_loss": 0.10315800979733467 }, { "action_query_norm": 45.25471992492676, "action_relation_loss": 0.04565924257040024, "auxiliary_loss_weight": 1.0, "epoch": 0.05612722170252572, "flow_matching_loss": 0.35517717003822324, "grad_norm": 1.0416944026947021, "learning_rate": 3.9333333333333335e-06, "loss": 0.4528, "relation_loss": 0.09760460034012794, "selected_pairs": 27364.8, "state_query_norm": 45.25461120605469, "state_relation_loss": 0.05194535627961159, "step": 60, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.09760460034012794, "weighted_relation_loss": 0.09760460034012794 }, { "action_query_norm": 45.254721069335936, "action_relation_loss": 0.043479495123028754, "auxiliary_loss_weight": 1.0, "epoch": 0.06548175865294668, "flow_matching_loss": 0.30528165996074674, "grad_norm": 0.9752121567726135, "learning_rate": 4.6e-06, "loss": 0.3971, "relation_loss": 0.09177463501691818, "selected_pairs": 26454.3, "state_query_norm": 45.2545581817627, "state_relation_loss": 0.04829514026641846, "step": 70, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.09177463501691818, "weighted_relation_loss": 0.09177463501691818 }, { "action_query_norm": 45.25474319458008, "action_relation_loss": 0.042540339007973674, "auxiliary_loss_weight": 1.0, "epoch": 0.07483629560336763, "flow_matching_loss": 0.270125550031662, "grad_norm": 0.7042507529258728, "learning_rate": 5.266666666666667e-06, "loss": 0.356, "relation_loss": 0.08583849817514419, "selected_pairs": 26614.2, "state_query_norm": 45.25447235107422, "state_relation_loss": 0.04329815916717052, "step": 80, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.08583849817514419, "weighted_relation_loss": 0.08583849817514419 }, { "action_query_norm": 45.254787826538085, "action_relation_loss": 0.03784787580370903, "auxiliary_loss_weight": 1.0, "epoch": 0.08419083255378859, "flow_matching_loss": 0.25218638479709626, "grad_norm": 0.632448673248291, "learning_rate": 5.933333333333334e-06, "loss": 0.3289, "relation_loss": 0.07672819793224335, "selected_pairs": 26897.3, "state_query_norm": 45.25433464050293, "state_relation_loss": 0.03888032175600529, "step": 90, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.07672819793224335, "weighted_relation_loss": 0.07672819793224335 }, { "action_query_norm": 45.25485534667969, "action_relation_loss": 0.036040821298956874, "auxiliary_loss_weight": 1.0, "epoch": 0.09354536950420954, "flow_matching_loss": 0.22028050124645232, "grad_norm": 0.47354429960250854, "learning_rate": 6.6e-06, "loss": 0.2901, "relation_loss": 0.06979024335741997, "selected_pairs": 26853.0, "state_query_norm": 45.25419120788574, "state_relation_loss": 0.0337494220584631, "step": 100, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.06979024335741997, "weighted_relation_loss": 0.06979024335741997 }, { "action_query_norm": 45.254927444458005, "action_relation_loss": 0.0339972123503685, "auxiliary_loss_weight": 1.0, "epoch": 0.1028999064546305, "flow_matching_loss": 0.20416683554649354, "grad_norm": 0.45853376388549805, "learning_rate": 7.266666666666668e-06, "loss": 0.2673, "relation_loss": 0.06312858127057552, "selected_pairs": 26207.9, "state_query_norm": 45.254081344604494, "state_relation_loss": 0.02913136836141348, "step": 110, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.06312858127057552, "weighted_relation_loss": 0.06312858127057552 }, { "action_query_norm": 45.25500640869141, "action_relation_loss": 0.03382673989981413, "auxiliary_loss_weight": 1.0, "epoch": 0.11225444340505145, "flow_matching_loss": 0.19342466592788696, "grad_norm": 0.6365541815757751, "learning_rate": 7.933333333333334e-06, "loss": 0.2513, "relation_loss": 0.057843136787414554, "selected_pairs": 26649.7, "state_query_norm": 45.25405616760254, "state_relation_loss": 0.024016397073864937, "step": 120, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.057843136787414554, "weighted_relation_loss": 0.057843136787414554 }, { "action_query_norm": 45.255110549926755, "action_relation_loss": 0.03353781457990408, "auxiliary_loss_weight": 1.0, "epoch": 0.1216089803554724, "flow_matching_loss": 0.18607258498668672, "grad_norm": 0.7602685689926147, "learning_rate": 8.599999999999999e-06, "loss": 0.2404, "relation_loss": 0.054357655718922614, "selected_pairs": 27342.7, "state_query_norm": 45.2541446685791, "state_relation_loss": 0.02081984132528305, "step": 130, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.054357655718922614, "weighted_relation_loss": 0.054357655718922614 }, { "action_query_norm": 45.25524826049805, "action_relation_loss": 0.031831499002873895, "auxiliary_loss_weight": 1.0, "epoch": 0.13096351730589337, "flow_matching_loss": 0.1784786656498909, "grad_norm": 0.6745913624763489, "learning_rate": 9.266666666666667e-06, "loss": 0.2285, "relation_loss": 0.05005505084991455, "selected_pairs": 27174.7, "state_query_norm": 45.254323959350586, "state_relation_loss": 0.018223552405834197, "step": 140, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.05005505084991455, "weighted_relation_loss": 0.05005505084991455 }, { "action_query_norm": 45.25536575317383, "action_relation_loss": 0.030255170539021492, "auxiliary_loss_weight": 1.0, "epoch": 0.1403180542563143, "flow_matching_loss": 0.16992716044187545, "grad_norm": 0.5677897930145264, "learning_rate": 9.933333333333334e-06, "loss": 0.2167, "relation_loss": 0.046773720905184744, "selected_pairs": 26826.3, "state_query_norm": 45.25457077026367, "state_relation_loss": 0.01651855055242777, "step": 150, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.046773720905184744, "weighted_relation_loss": 0.046773720905184744 }, { "action_query_norm": 45.2554573059082, "action_relation_loss": 0.031104502268135548, "auxiliary_loss_weight": 1.0, "epoch": 0.14967259120673526, "flow_matching_loss": 0.15539080798625945, "grad_norm": 0.4092671871185303, "learning_rate": 1.06e-05, "loss": 0.2021, "relation_loss": 0.04667664766311645, "selected_pairs": 26622.1, "state_query_norm": 45.25482864379883, "state_relation_loss": 0.01557214604690671, "step": 160, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.04667664766311645, "weighted_relation_loss": 0.04667664766311645 }, { "action_query_norm": 45.255516815185544, "action_relation_loss": 0.028075487725436686, "auxiliary_loss_weight": 1.0, "epoch": 0.15902712815715622, "flow_matching_loss": 0.14875063300132751, "grad_norm": 0.45903268456459045, "learning_rate": 1.1266666666666667e-05, "loss": 0.1898, "relation_loss": 0.04109590724110603, "selected_pairs": 27272.6, "state_query_norm": 45.25500144958496, "state_relation_loss": 0.01302041970193386, "step": 170, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.04109590724110603, "weighted_relation_loss": 0.04109590724110603 }, { "action_query_norm": 45.255560302734374, "action_relation_loss": 0.029191733710467814, "auxiliary_loss_weight": 1.0, "epoch": 0.16838166510757718, "flow_matching_loss": 0.14126872271299362, "grad_norm": 0.526023268699646, "learning_rate": 1.1933333333333333e-05, "loss": 0.182, "relation_loss": 0.0407618947327137, "selected_pairs": 27079.9, "state_query_norm": 45.255113983154295, "state_relation_loss": 0.011570161022245885, "step": 180, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0407618947327137, "weighted_relation_loss": 0.0407618947327137 }, { "action_query_norm": 45.25559539794922, "action_relation_loss": 0.02744417544454336, "auxiliary_loss_weight": 1.0, "epoch": 0.17773620205799812, "flow_matching_loss": 0.14210095405578613, "grad_norm": 0.5831652879714966, "learning_rate": 1.2600000000000001e-05, "loss": 0.1806, "relation_loss": 0.038500251993536946, "selected_pairs": 26875.0, "state_query_norm": 45.25523452758789, "state_relation_loss": 0.011056076176464558, "step": 190, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.038500251993536946, "weighted_relation_loss": 0.038500251993536946 }, { "action_query_norm": 45.25559616088867, "action_relation_loss": 0.026968119479715825, "auxiliary_loss_weight": 1.0, "epoch": 0.18709073900841908, "flow_matching_loss": 0.13882389068603515, "grad_norm": 0.371195524930954, "learning_rate": 1.3266666666666666e-05, "loss": 0.1763, "relation_loss": 0.03748415745794773, "selected_pairs": 26918.3, "state_query_norm": 45.25522956848145, "state_relation_loss": 0.010516037791967392, "step": 200, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.03748415745794773, "weighted_relation_loss": 0.03748415745794773 }, { "action_query_norm": 45.2555435180664, "action_relation_loss": 0.026001301035284995, "auxiliary_loss_weight": 1.0, "epoch": 0.19644527595884004, "flow_matching_loss": 0.13043080344796182, "grad_norm": 0.6865203976631165, "learning_rate": 1.3933333333333334e-05, "loss": 0.1658, "relation_loss": 0.035338271781802176, "selected_pairs": 27081.4, "state_query_norm": 45.25526657104492, "state_relation_loss": 0.009336971119046212, "step": 210, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.035338271781802176, "weighted_relation_loss": 0.035338271781802176 }, { "action_query_norm": 45.255522918701175, "action_relation_loss": 0.02681019399315119, "auxiliary_loss_weight": 1.0, "epoch": 0.205799812909261, "flow_matching_loss": 0.13263167440891266, "grad_norm": 0.6951103210449219, "learning_rate": 1.4599999999999999e-05, "loss": 0.1683, "relation_loss": 0.03565327525138855, "selected_pairs": 26688.9, "state_query_norm": 45.25487518310547, "state_relation_loss": 0.008843081071972847, "step": 220, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.03565327525138855, "weighted_relation_loss": 0.03565327525138855 }, { "action_query_norm": 45.255591201782224, "action_relation_loss": 0.024350964277982712, "auxiliary_loss_weight": 1.0, "epoch": 0.21515434985968196, "flow_matching_loss": 0.1280208446085453, "grad_norm": 0.6017796397209167, "learning_rate": 1.5266666666666667e-05, "loss": 0.161, "relation_loss": 0.03298072591423988, "selected_pairs": 26947.2, "state_query_norm": 45.25430526733398, "state_relation_loss": 0.008629762008786202, "step": 230, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.03298072591423988, "weighted_relation_loss": 0.03298072591423988 }, { "action_query_norm": 45.25572128295899, "action_relation_loss": 0.023629947938024996, "auxiliary_loss_weight": 1.0, "epoch": 0.2245088868101029, "flow_matching_loss": 0.1257811650633812, "grad_norm": 0.5031418800354004, "learning_rate": 1.5933333333333332e-05, "loss": 0.1574, "relation_loss": 0.03163376022130251, "selected_pairs": 26659.7, "state_query_norm": 45.25411872863769, "state_relation_loss": 0.008003811538219451, "step": 240, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.03163376022130251, "weighted_relation_loss": 0.03163376022130251 }, { "action_query_norm": 45.255760192871094, "action_relation_loss": 0.02301287539303303, "auxiliary_loss_weight": 1.0, "epoch": 0.23386342376052385, "flow_matching_loss": 0.12486137077212334, "grad_norm": 0.4587470591068268, "learning_rate": 1.66e-05, "loss": 0.1556, "relation_loss": 0.030767418816685675, "selected_pairs": 26918.7, "state_query_norm": 45.253844833374025, "state_relation_loss": 0.007754543237388134, "step": 250, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.030767418816685675, "weighted_relation_loss": 0.030767418816685675 }, { "action_query_norm": 45.25579261779785, "action_relation_loss": 0.02234683632850647, "auxiliary_loss_weight": 1.0, "epoch": 0.2432179607109448, "flow_matching_loss": 0.12138062417507171, "grad_norm": 0.5096615552902222, "learning_rate": 1.726666666666667e-05, "loss": 0.151, "relation_loss": 0.029604020155966283, "selected_pairs": 26196.7, "state_query_norm": 45.25330696105957, "state_relation_loss": 0.0072571839671581985, "step": 260, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.029604020155966283, "weighted_relation_loss": 0.029604020155966283 }, { "action_query_norm": 45.25577621459961, "action_relation_loss": 0.02142379302531481, "auxiliary_loss_weight": 1.0, "epoch": 0.25257249766136575, "flow_matching_loss": 0.11405032873153687, "grad_norm": 0.4877815544605255, "learning_rate": 1.7933333333333337e-05, "loss": 0.1427, "relation_loss": 0.028630470857024193, "selected_pairs": 27476.1, "state_query_norm": 45.25326156616211, "state_relation_loss": 0.007206677878275514, "step": 270, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.028630470857024193, "weighted_relation_loss": 0.028630470857024193 }, { "action_query_norm": 45.255548095703126, "action_relation_loss": 0.021677988581359386, "auxiliary_loss_weight": 1.0, "epoch": 0.26192703461178674, "flow_matching_loss": 0.10981547310948372, "grad_norm": 0.548502504825592, "learning_rate": 1.86e-05, "loss": 0.1384, "relation_loss": 0.02857779935002327, "selected_pairs": 27263.9, "state_query_norm": 45.25312805175781, "state_relation_loss": 0.006899810675531626, "step": 280, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.02857779935002327, "weighted_relation_loss": 0.02857779935002327 }, { "action_query_norm": 45.25547904968262, "action_relation_loss": 0.021714557707309724, "auxiliary_loss_weight": 1.0, "epoch": 0.27128157156220767, "flow_matching_loss": 0.11467624083161354, "grad_norm": 0.69101881980896, "learning_rate": 1.926666666666667e-05, "loss": 0.1431, "relation_loss": 0.02842134181410074, "selected_pairs": 25961.5, "state_query_norm": 45.25268707275391, "state_relation_loss": 0.006706783920526505, "step": 290, "valid_action_samples": 228.3, "weighted_auxiliary_loss": 0.02842134181410074, "weighted_relation_loss": 0.02842134181410074 }, { "action_query_norm": 45.255553817749025, "action_relation_loss": 0.02073005251586437, "auxiliary_loss_weight": 1.0, "epoch": 0.2806361085126286, "flow_matching_loss": 0.11313454061746597, "grad_norm": 0.5375874638557434, "learning_rate": 1.9933333333333334e-05, "loss": 0.1405, "relation_loss": 0.02732971478253603, "selected_pairs": 26620.2, "state_query_norm": 45.25251159667969, "state_relation_loss": 0.006599662266671658, "step": 300, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.02732971478253603, "weighted_relation_loss": 0.02732971478253603 }, { "action_query_norm": 45.25547866821289, "action_relation_loss": 0.020303963869810104, "auxiliary_loss_weight": 1.0, "epoch": 0.2899906454630496, "flow_matching_loss": 0.11110922023653984, "grad_norm": 0.5202985405921936, "learning_rate": 2.06e-05, "loss": 0.1375, "relation_loss": 0.02636074647307396, "selected_pairs": 26466.7, "state_query_norm": 45.25210762023926, "state_relation_loss": 0.006056782510131598, "step": 310, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.02636074647307396, "weighted_relation_loss": 0.02636074647307396 }, { "action_query_norm": 45.255184173583984, "action_relation_loss": 0.021514091454446316, "auxiliary_loss_weight": 1.0, "epoch": 0.2993451824134705, "flow_matching_loss": 0.11011009737849235, "grad_norm": 0.41160497069358826, "learning_rate": 2.1266666666666667e-05, "loss": 0.1376, "relation_loss": 0.02749122753739357, "selected_pairs": 27105.2, "state_query_norm": 45.25157852172852, "state_relation_loss": 0.005977136269211769, "step": 320, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.02749122753739357, "weighted_relation_loss": 0.02749122753739357 }, { "action_query_norm": 45.25495071411133, "action_relation_loss": 0.02035189848393202, "auxiliary_loss_weight": 1.0, "epoch": 0.3086997193638915, "flow_matching_loss": 0.10816551074385643, "grad_norm": 0.5841379165649414, "learning_rate": 2.1933333333333332e-05, "loss": 0.1344, "relation_loss": 0.02623775154352188, "selected_pairs": 26965.0, "state_query_norm": 45.25091819763183, "state_relation_loss": 0.0058858531527221205, "step": 330, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.02623775154352188, "weighted_relation_loss": 0.02623775154352188 }, { "action_query_norm": 45.25460929870606, "action_relation_loss": 0.02017104532569647, "auxiliary_loss_weight": 1.0, "epoch": 0.31805425631431244, "flow_matching_loss": 0.10670405328273773, "grad_norm": 0.515902578830719, "learning_rate": 2.26e-05, "loss": 0.1325, "relation_loss": 0.025788164883852004, "selected_pairs": 26916.4, "state_query_norm": 45.25023727416992, "state_relation_loss": 0.00561711941845715, "step": 340, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.025788164883852004, "weighted_relation_loss": 0.025788164883852004 }, { "action_query_norm": 45.25480003356934, "action_relation_loss": 0.01915260571986437, "auxiliary_loss_weight": 1.0, "epoch": 0.3274087932647334, "flow_matching_loss": 0.10675496757030487, "grad_norm": 0.4401108920574188, "learning_rate": 2.326666666666667e-05, "loss": 0.1317, "relation_loss": 0.024936549738049506, "selected_pairs": 26783.9, "state_query_norm": 45.2500919342041, "state_relation_loss": 0.005783943878486753, "step": 350, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.024936549738049506, "weighted_relation_loss": 0.024936549738049506 }, { "action_query_norm": 45.25484008789063, "action_relation_loss": 0.019782018288969992, "auxiliary_loss_weight": 1.0, "epoch": 0.33676333021515437, "flow_matching_loss": 0.10831172987818719, "grad_norm": 0.542881429195404, "learning_rate": 2.3933333333333337e-05, "loss": 0.1335, "relation_loss": 0.025180627778172492, "selected_pairs": 26576.7, "state_query_norm": 45.24973754882812, "state_relation_loss": 0.0053986092563718556, "step": 360, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.025180627778172492, "weighted_relation_loss": 0.025180627778172492 }, { "action_query_norm": 45.25457763671875, "action_relation_loss": 0.019114269688725472, "auxiliary_loss_weight": 1.0, "epoch": 0.3461178671655753, "flow_matching_loss": 0.10300420448184014, "grad_norm": 0.45650333166122437, "learning_rate": 2.46e-05, "loss": 0.1275, "relation_loss": 0.024526365287601947, "selected_pairs": 26965.0, "state_query_norm": 45.24900436401367, "state_relation_loss": 0.005412095692008734, "step": 370, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.024526365287601947, "weighted_relation_loss": 0.024526365287601947 }, { "action_query_norm": 45.25443000793457, "action_relation_loss": 0.019005272723734378, "auxiliary_loss_weight": 1.0, "epoch": 0.35547240411599623, "flow_matching_loss": 0.10097340345382691, "grad_norm": 0.3425696790218353, "learning_rate": 2.5266666666666666e-05, "loss": 0.125, "relation_loss": 0.024070602655410767, "selected_pairs": 26673.6, "state_query_norm": 45.24843521118164, "state_relation_loss": 0.005065329559147358, "step": 380, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.024070602655410767, "weighted_relation_loss": 0.024070602655410767 }, { "action_query_norm": 45.25430793762207, "action_relation_loss": 0.019058318808674812, "auxiliary_loss_weight": 1.0, "epoch": 0.3648269410664172, "flow_matching_loss": 0.104776631295681, "grad_norm": 0.46932733058929443, "learning_rate": 2.5933333333333338e-05, "loss": 0.1287, "relation_loss": 0.023947899229824543, "selected_pairs": 26691.8, "state_query_norm": 45.24837188720703, "state_relation_loss": 0.004889580234885216, "step": 390, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.023947899229824543, "weighted_relation_loss": 0.023947899229824543 }, { "action_query_norm": 45.254465103149414, "action_relation_loss": 0.01953979767858982, "auxiliary_loss_weight": 1.0, "epoch": 0.37418147801683815, "flow_matching_loss": 0.10465312004089355, "grad_norm": 0.4319829046726227, "learning_rate": 2.6600000000000003e-05, "loss": 0.1289, "relation_loss": 0.024292890354990958, "selected_pairs": 26829.5, "state_query_norm": 45.24752311706543, "state_relation_loss": 0.004753092909231782, "step": 400, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.024292890354990958, "weighted_relation_loss": 0.024292890354990958 }, { "action_query_norm": 45.254034423828124, "action_relation_loss": 0.018327061645686628, "auxiliary_loss_weight": 1.0, "epoch": 0.38353601496725914, "flow_matching_loss": 0.10044711232185363, "grad_norm": 0.4834316074848175, "learning_rate": 2.7266666666666668e-05, "loss": 0.1236, "relation_loss": 0.02313486225903034, "selected_pairs": 27249.4, "state_query_norm": 45.246554946899415, "state_relation_loss": 0.004807800520211458, "step": 410, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.02313486225903034, "weighted_relation_loss": 0.02313486225903034 }, { "action_query_norm": 45.25379829406738, "action_relation_loss": 0.01827105674892664, "auxiliary_loss_weight": 1.0, "epoch": 0.3928905519176801, "flow_matching_loss": 0.10057056471705436, "grad_norm": 0.444985955953598, "learning_rate": 2.7933333333333332e-05, "loss": 0.1237, "relation_loss": 0.023164691403508186, "selected_pairs": 26803.8, "state_query_norm": 45.24683456420898, "state_relation_loss": 0.004893634654581547, "step": 420, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.023164691403508186, "weighted_relation_loss": 0.023164691403508186 }, { "action_query_norm": 45.25333824157715, "action_relation_loss": 0.0191911306232214, "auxiliary_loss_weight": 1.0, "epoch": 0.402245088868101, "flow_matching_loss": 0.10469778552651406, "grad_norm": 0.3127943277359009, "learning_rate": 2.86e-05, "loss": 0.1287, "relation_loss": 0.023989731818437575, "selected_pairs": 26985.8, "state_query_norm": 45.24662704467774, "state_relation_loss": 0.004798601008951664, "step": 430, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.023989731818437575, "weighted_relation_loss": 0.023989731818437575 }, { "action_query_norm": 45.25268669128418, "action_relation_loss": 0.018193045072257517, "auxiliary_loss_weight": 1.0, "epoch": 0.411599625818522, "flow_matching_loss": 0.10053487420082093, "grad_norm": 0.35809969902038574, "learning_rate": 2.926666666666667e-05, "loss": 0.1233, "relation_loss": 0.022813934087753295, "selected_pairs": 26354.5, "state_query_norm": 45.24534797668457, "state_relation_loss": 0.004620889201760292, "step": 440, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.022813934087753295, "weighted_relation_loss": 0.022813934087753295 }, { "action_query_norm": 45.25270500183105, "action_relation_loss": 0.01742879245430231, "auxiliary_loss_weight": 1.0, "epoch": 0.42095416276894293, "flow_matching_loss": 0.09962858185172081, "grad_norm": 0.433498740196228, "learning_rate": 2.9933333333333337e-05, "loss": 0.1218, "relation_loss": 0.02220011204481125, "selected_pairs": 27014.6, "state_query_norm": 45.24424514770508, "state_relation_loss": 0.004771319404244423, "step": 450, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.02220011204481125, "weighted_relation_loss": 0.02220011204481125 }, { "action_query_norm": 45.25264282226563, "action_relation_loss": 0.01843823753297329, "auxiliary_loss_weight": 1.0, "epoch": 0.4303086997193639, "flow_matching_loss": 0.09762632846832275, "grad_norm": 0.47331658005714417, "learning_rate": 3.06e-05, "loss": 0.1208, "relation_loss": 0.023155465349555017, "selected_pairs": 26617.4, "state_query_norm": 45.24451789855957, "state_relation_loss": 0.004717227723449469, "step": 460, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.023155465349555017, "weighted_relation_loss": 0.023155465349555017 }, { "action_query_norm": 45.25234107971191, "action_relation_loss": 0.017821504920721053, "auxiliary_loss_weight": 1.0, "epoch": 0.43966323666978485, "flow_matching_loss": 0.09421916529536248, "grad_norm": 0.2915874421596527, "learning_rate": 3.126666666666666e-05, "loss": 0.1163, "relation_loss": 0.02208873853087425, "selected_pairs": 25988.2, "state_query_norm": 45.24344825744629, "state_relation_loss": 0.00426723356358707, "step": 470, "valid_action_samples": 228.4, "weighted_auxiliary_loss": 0.02208873853087425, "weighted_relation_loss": 0.02208873853087425 }, { "action_query_norm": 45.25185775756836, "action_relation_loss": 0.017762031499296428, "auxiliary_loss_weight": 1.0, "epoch": 0.4490177736202058, "flow_matching_loss": 0.09674270451068878, "grad_norm": 0.3707540035247803, "learning_rate": 3.1933333333333335e-05, "loss": 0.1186, "relation_loss": 0.021868069469928742, "selected_pairs": 26416.2, "state_query_norm": 45.24256439208985, "state_relation_loss": 0.004106037924066186, "step": 480, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.021868069469928742, "weighted_relation_loss": 0.021868069469928742 }, { "action_query_norm": 45.25173454284668, "action_relation_loss": 0.017901567183434962, "auxiliary_loss_weight": 1.0, "epoch": 0.4583723105706268, "flow_matching_loss": 0.09588465467095375, "grad_norm": 0.3622055649757385, "learning_rate": 3.26e-05, "loss": 0.1177, "relation_loss": 0.02186008859425783, "selected_pairs": 26572.2, "state_query_norm": 45.24174461364746, "state_relation_loss": 0.003958521387539804, "step": 490, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.02186008859425783, "weighted_relation_loss": 0.02186008859425783 }, { "action_query_norm": 45.251773834228516, "action_relation_loss": 0.018087354488670826, "auxiliary_loss_weight": 1.0, "epoch": 0.4677268475210477, "flow_matching_loss": 0.09942597150802612, "grad_norm": 0.31317150592803955, "learning_rate": 3.326666666666667e-05, "loss": 0.1216, "relation_loss": 0.02213777173310518, "selected_pairs": 26546.6, "state_query_norm": 45.24165840148926, "state_relation_loss": 0.004050417453981936, "step": 500, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.02213777173310518, "weighted_relation_loss": 0.02213777173310518 }, { "action_query_norm": 45.25163116455078, "action_relation_loss": 0.01801095912232995, "auxiliary_loss_weight": 1.0, "epoch": 0.47708138447146864, "flow_matching_loss": 0.09476407915353775, "grad_norm": 0.407890647649765, "learning_rate": 3.3933333333333336e-05, "loss": 0.1168, "relation_loss": 0.022015074640512465, "selected_pairs": 27058.2, "state_query_norm": 45.24082908630371, "state_relation_loss": 0.004004115425050259, "step": 510, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.022015074640512465, "weighted_relation_loss": 0.022015074640512465 }, { "action_query_norm": 45.25171051025391, "action_relation_loss": 0.017730210535228254, "auxiliary_loss_weight": 1.0, "epoch": 0.4864359214218896, "flow_matching_loss": 0.09404235258698464, "grad_norm": 0.5317059755325317, "learning_rate": 3.46e-05, "loss": 0.1159, "relation_loss": 0.02190112415701151, "selected_pairs": 27478.1, "state_query_norm": 45.24010963439942, "state_relation_loss": 0.0041709136683493854, "step": 520, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.02190112415701151, "weighted_relation_loss": 0.02190112415701151 }, { "action_query_norm": 45.251681900024415, "action_relation_loss": 0.01796914041042328, "auxiliary_loss_weight": 1.0, "epoch": 0.49579045837231056, "flow_matching_loss": 0.09497443065047265, "grad_norm": 0.6325930953025818, "learning_rate": 3.526666666666667e-05, "loss": 0.1168, "relation_loss": 0.021788379922509194, "selected_pairs": 26298.5, "state_query_norm": 45.23976783752441, "state_relation_loss": 0.003819239512085915, "step": 530, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.021788379922509194, "weighted_relation_loss": 0.021788379922509194 }, { "action_query_norm": 45.2519889831543, "action_relation_loss": 0.01733931777998805, "auxiliary_loss_weight": 1.0, "epoch": 0.5051449953227315, "flow_matching_loss": 0.09619136527180672, "grad_norm": 0.38411423563957214, "learning_rate": 3.593333333333334e-05, "loss": 0.117, "relation_loss": 0.020785257034003735, "selected_pairs": 27060.5, "state_query_norm": 45.238642883300784, "state_relation_loss": 0.003445939370431006, "step": 540, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.020785257034003735, "weighted_relation_loss": 0.020785257034003735 }, { "action_query_norm": 45.25195198059082, "action_relation_loss": 0.017672315798699857, "auxiliary_loss_weight": 1.0, "epoch": 0.5144995322731525, "flow_matching_loss": 0.097017540037632, "grad_norm": 0.3788808584213257, "learning_rate": 3.66e-05, "loss": 0.118, "relation_loss": 0.021017683297395708, "selected_pairs": 26225.1, "state_query_norm": 45.23784561157227, "state_relation_loss": 0.003345367475412786, "step": 550, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.021017683297395708, "weighted_relation_loss": 0.021017683297395708 }, { "action_query_norm": 45.251404190063475, "action_relation_loss": 0.01779889827594161, "auxiliary_loss_weight": 1.0, "epoch": 0.5238540692235735, "flow_matching_loss": 0.09466631710529327, "grad_norm": 0.4263041317462921, "learning_rate": 3.726666666666667e-05, "loss": 0.116, "relation_loss": 0.021351526491343975, "selected_pairs": 26645.2, "state_query_norm": 45.23787879943848, "state_relation_loss": 0.003552628168836236, "step": 560, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.021351526491343975, "weighted_relation_loss": 0.021351526491343975 }, { "action_query_norm": 45.250722885131836, "action_relation_loss": 0.01712980940937996, "auxiliary_loss_weight": 1.0, "epoch": 0.5332086061739943, "flow_matching_loss": 0.09114197865128518, "grad_norm": 0.4041295647621155, "learning_rate": 3.793333333333334e-05, "loss": 0.1117, "relation_loss": 0.0205789927393198, "selected_pairs": 26852.9, "state_query_norm": 45.23727264404297, "state_relation_loss": 0.0034491831436753275, "step": 570, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0205789927393198, "weighted_relation_loss": 0.0205789927393198 }, { "action_query_norm": 45.25048942565918, "action_relation_loss": 0.016816816199570893, "auxiliary_loss_weight": 1.0, "epoch": 0.5425631431244153, "flow_matching_loss": 0.09527507275342942, "grad_norm": 0.3408348560333252, "learning_rate": 3.86e-05, "loss": 0.1152, "relation_loss": 0.019963843375444414, "selected_pairs": 27201.6, "state_query_norm": 45.2351734161377, "state_relation_loss": 0.0031470270128920673, "step": 580, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.019963843375444414, "weighted_relation_loss": 0.019963843375444414 }, { "action_query_norm": 45.250572204589844, "action_relation_loss": 0.017166643962264062, "auxiliary_loss_weight": 1.0, "epoch": 0.5519176800748363, "flow_matching_loss": 0.09499009475111961, "grad_norm": 0.2877660393714905, "learning_rate": 3.926666666666667e-05, "loss": 0.1156, "relation_loss": 0.020594651438295843, "selected_pairs": 26848.9, "state_query_norm": 45.23490562438965, "state_relation_loss": 0.003428007196635008, "step": 590, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.020594651438295843, "weighted_relation_loss": 0.020594651438295843 }, { "action_query_norm": 45.25027236938477, "action_relation_loss": 0.016886362805962563, "auxiliary_loss_weight": 1.0, "epoch": 0.5612722170252572, "flow_matching_loss": 0.09074569717049599, "grad_norm": 0.3071886897087097, "learning_rate": 3.993333333333333e-05, "loss": 0.1107, "relation_loss": 0.019962507672607897, "selected_pairs": 26365.9, "state_query_norm": 45.234135437011716, "state_relation_loss": 0.003076145029626787, "step": 600, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.019962507672607897, "weighted_relation_loss": 0.019962507672607897 }, { "action_query_norm": 45.25028038024902, "action_relation_loss": 0.017667298205196857, "auxiliary_loss_weight": 1.0, "epoch": 0.5706267539756782, "flow_matching_loss": 0.09103069603443145, "grad_norm": 0.35050368309020996, "learning_rate": 4.0600000000000004e-05, "loss": 0.1119, "relation_loss": 0.020822177082300185, "selected_pairs": 26413.6, "state_query_norm": 45.232138061523436, "state_relation_loss": 0.0031548789935186504, "step": 610, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.020822177082300185, "weighted_relation_loss": 0.020822177082300185 }, { "action_query_norm": 45.250262069702146, "action_relation_loss": 0.01713280277326703, "auxiliary_loss_weight": 1.0, "epoch": 0.5799812909260992, "flow_matching_loss": 0.08794319555163384, "grad_norm": 0.3916497826576233, "learning_rate": 4.126666666666667e-05, "loss": 0.1084, "relation_loss": 0.02041163928806782, "selected_pairs": 27270.6, "state_query_norm": 45.232055282592775, "state_relation_loss": 0.0032788363518193365, "step": 620, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.02041163928806782, "weighted_relation_loss": 0.02041163928806782 }, { "action_query_norm": 45.25017776489258, "action_relation_loss": 0.01694265678524971, "auxiliary_loss_weight": 1.0, "epoch": 0.5893358278765201, "flow_matching_loss": 0.09358008205890656, "grad_norm": 0.34026333689689636, "learning_rate": 4.1933333333333334e-05, "loss": 0.1136, "relation_loss": 0.019977390579879285, "selected_pairs": 26306.5, "state_query_norm": 45.23116264343262, "state_relation_loss": 0.0030347339110448957, "step": 630, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.019977390579879285, "weighted_relation_loss": 0.019977390579879285 }, { "action_query_norm": 45.24959831237793, "action_relation_loss": 0.017197964992374182, "auxiliary_loss_weight": 1.0, "epoch": 0.598690364826941, "flow_matching_loss": 0.09378017261624336, "grad_norm": 0.49405932426452637, "learning_rate": 4.26e-05, "loss": 0.1139, "relation_loss": 0.02010855097323656, "selected_pairs": 27222.9, "state_query_norm": 45.22997131347656, "state_relation_loss": 0.0029105860507115723, "step": 640, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.02010855097323656, "weighted_relation_loss": 0.02010855097323656 }, { "action_query_norm": 45.249197769165036, "action_relation_loss": 0.015258426684886217, "auxiliary_loss_weight": 1.0, "epoch": 0.608044901777362, "flow_matching_loss": 0.08911287039518356, "grad_norm": 0.2663465738296509, "learning_rate": 4.3266666666666664e-05, "loss": 0.1073, "relation_loss": 0.018189277313649655, "selected_pairs": 26754.4, "state_query_norm": 45.22938499450684, "state_relation_loss": 0.002930850465781987, "step": 650, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.018189277313649655, "weighted_relation_loss": 0.018189277313649655 }, { "action_query_norm": 45.24873428344726, "action_relation_loss": 0.016313574835658075, "auxiliary_loss_weight": 1.0, "epoch": 0.617399438727783, "flow_matching_loss": 0.09387655183672905, "grad_norm": 0.3367742896080017, "learning_rate": 4.3933333333333335e-05, "loss": 0.1132, "relation_loss": 0.01931520029902458, "selected_pairs": 26672.1, "state_query_norm": 45.229081344604495, "state_relation_loss": 0.003001625370234251, "step": 660, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.01931520029902458, "weighted_relation_loss": 0.01931520029902458 }, { "action_query_norm": 45.24836349487305, "action_relation_loss": 0.0180350361391902, "auxiliary_loss_weight": 1.0, "epoch": 0.6267539756782039, "flow_matching_loss": 0.09230391010642051, "grad_norm": 0.4267338812351227, "learning_rate": 4.46e-05, "loss": 0.1134, "relation_loss": 0.021061863750219345, "selected_pairs": 27316.5, "state_query_norm": 45.22667198181152, "state_relation_loss": 0.0030268274480476976, "step": 670, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.021061863750219345, "weighted_relation_loss": 0.021061863750219345 }, { "action_query_norm": 45.24818801879883, "action_relation_loss": 0.01623802585527301, "auxiliary_loss_weight": 1.0, "epoch": 0.6361085126286249, "flow_matching_loss": 0.09394967555999756, "grad_norm": 0.6805102229118347, "learning_rate": 4.526666666666667e-05, "loss": 0.1131, "relation_loss": 0.019125356152653695, "selected_pairs": 26925.6, "state_query_norm": 45.22524299621582, "state_relation_loss": 0.002887330553494394, "step": 680, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.019125356152653695, "weighted_relation_loss": 0.019125356152653695 }, { "action_query_norm": 45.24791831970215, "action_relation_loss": 0.015486459992825986, "auxiliary_loss_weight": 1.0, "epoch": 0.6454630495790459, "flow_matching_loss": 0.09191064089536667, "grad_norm": 0.4052201807498932, "learning_rate": 4.5933333333333336e-05, "loss": 0.1105, "relation_loss": 0.018547202460467815, "selected_pairs": 27382.9, "state_query_norm": 45.225800323486325, "state_relation_loss": 0.003060742327943444, "step": 690, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.018547202460467815, "weighted_relation_loss": 0.018547202460467815 }, { "action_query_norm": 45.24760398864746, "action_relation_loss": 0.01566706392914057, "auxiliary_loss_weight": 1.0, "epoch": 0.6548175865294668, "flow_matching_loss": 0.09154412299394607, "grad_norm": 0.38509419560432434, "learning_rate": 4.660000000000001e-05, "loss": 0.1103, "relation_loss": 0.01875111274421215, "selected_pairs": 26574.2, "state_query_norm": 45.22491264343262, "state_relation_loss": 0.0030840485356748103, "step": 700, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.01875111274421215, "weighted_relation_loss": 0.01875111274421215 }, { "action_query_norm": 45.247004699707034, "action_relation_loss": 0.01596632841974497, "auxiliary_loss_weight": 1.0, "epoch": 0.6641721234798877, "flow_matching_loss": 0.09085827246308327, "grad_norm": 0.4964647889137268, "learning_rate": 4.726666666666667e-05, "loss": 0.1099, "relation_loss": 0.01903618164360523, "selected_pairs": 26826.8, "state_query_norm": 45.22362174987793, "state_relation_loss": 0.0030698533868417145, "step": 710, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.01903618164360523, "weighted_relation_loss": 0.01903618164360523 }, { "action_query_norm": 45.24629135131836, "action_relation_loss": 0.016742807906121017, "auxiliary_loss_weight": 1.0, "epoch": 0.6735266604303087, "flow_matching_loss": 0.09124287962913513, "grad_norm": 0.39358142018318176, "learning_rate": 4.793333333333334e-05, "loss": 0.1109, "relation_loss": 0.01965504474937916, "selected_pairs": 27413.5, "state_query_norm": 45.22109146118164, "state_relation_loss": 0.0029122369363904, "step": 720, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.01965504474937916, "weighted_relation_loss": 0.01965504474937916 }, { "action_query_norm": 45.24610595703125, "action_relation_loss": 0.016162890195846557, "auxiliary_loss_weight": 1.0, "epoch": 0.6828811973807296, "flow_matching_loss": 0.08869066536426544, "grad_norm": 0.4380916655063629, "learning_rate": 4.86e-05, "loss": 0.1078, "relation_loss": 0.01914167180657387, "selected_pairs": 26964.0, "state_query_norm": 45.21980361938476, "state_relation_loss": 0.0029787818202748895, "step": 730, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.01914167180657387, "weighted_relation_loss": 0.01914167180657387 }, { "action_query_norm": 45.24496765136719, "action_relation_loss": 0.016128311958163978, "auxiliary_loss_weight": 1.0, "epoch": 0.6922357343311506, "flow_matching_loss": 0.09056197628378868, "grad_norm": 0.2849609851837158, "learning_rate": 4.926666666666667e-05, "loss": 0.1095, "relation_loss": 0.018942568078637124, "selected_pairs": 27245.2, "state_query_norm": 45.221130752563475, "state_relation_loss": 0.0028142562368884683, "step": 740, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.018942568078637124, "weighted_relation_loss": 0.018942568078637124 }, { "action_query_norm": 45.244716262817384, "action_relation_loss": 0.015890187118202448, "auxiliary_loss_weight": 1.0, "epoch": 0.7015902712815716, "flow_matching_loss": 0.08567168861627579, "grad_norm": 0.3443996012210846, "learning_rate": 4.993333333333334e-05, "loss": 0.1042, "relation_loss": 0.018538859486579896, "selected_pairs": 27059.8, "state_query_norm": 45.218732833862305, "state_relation_loss": 0.002648672112263739, "step": 750, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.018538859486579896, "weighted_relation_loss": 0.018538859486579896 }, { "action_query_norm": 45.24415664672851, "action_relation_loss": 0.015977895725518464, "auxiliary_loss_weight": 1.0, "epoch": 0.7109448082319925, "flow_matching_loss": 0.08723880127072334, "grad_norm": 0.3569867014884949, "learning_rate": 5.0600000000000003e-05, "loss": 0.106, "relation_loss": 0.018718411587178706, "selected_pairs": 26211.2, "state_query_norm": 45.21986808776855, "state_relation_loss": 0.002740515721961856, "step": 760, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.018718411587178706, "weighted_relation_loss": 0.018718411587178706 }, { "action_query_norm": 45.243505859375, "action_relation_loss": 0.01573842205107212, "auxiliary_loss_weight": 1.0, "epoch": 0.7202993451824135, "flow_matching_loss": 0.08480599075555802, "grad_norm": 0.5078528523445129, "learning_rate": 5.1266666666666675e-05, "loss": 0.1032, "relation_loss": 0.018369952403008937, "selected_pairs": 27034.8, "state_query_norm": 45.21811180114746, "state_relation_loss": 0.0026315304916352034, "step": 770, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.018369952403008937, "weighted_relation_loss": 0.018369952403008937 }, { "action_query_norm": 45.242591857910156, "action_relation_loss": 0.016202396992594004, "auxiliary_loss_weight": 1.0, "epoch": 0.7296538821328344, "flow_matching_loss": 0.08909786269068717, "grad_norm": 0.4206501245498657, "learning_rate": 5.193333333333333e-05, "loss": 0.1078, "relation_loss": 0.0187416385859251, "selected_pairs": 27082.2, "state_query_norm": 45.21708946228027, "state_relation_loss": 0.00253924154676497, "step": 780, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0187416385859251, "weighted_relation_loss": 0.0187416385859251 }, { "action_query_norm": 45.241742324829104, "action_relation_loss": 0.015532403159886599, "auxiliary_loss_weight": 1.0, "epoch": 0.7390084190832554, "flow_matching_loss": 0.08745712265372277, "grad_norm": 0.39531105756759644, "learning_rate": 5.2600000000000005e-05, "loss": 0.1055, "relation_loss": 0.018016451597213747, "selected_pairs": 27058.4, "state_query_norm": 45.21644248962402, "state_relation_loss": 0.0024840480880811812, "step": 790, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.018016451597213747, "weighted_relation_loss": 0.018016451597213747 }, { "action_query_norm": 45.240783309936525, "action_relation_loss": 0.015620024874806404, "auxiliary_loss_weight": 1.0, "epoch": 0.7483629560336763, "flow_matching_loss": 0.0867896094918251, "grad_norm": 0.35916441679000854, "learning_rate": 5.326666666666666e-05, "loss": 0.1049, "relation_loss": 0.018067002482712268, "selected_pairs": 27107.8, "state_query_norm": 45.215201950073244, "state_relation_loss": 0.0024469776777550577, "step": 800, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.018067002482712268, "weighted_relation_loss": 0.018067002482712268 }, { "action_query_norm": 45.24063301086426, "action_relation_loss": 0.015118071250617504, "auxiliary_loss_weight": 1.0, "epoch": 0.7577174929840973, "flow_matching_loss": 0.08553403839468957, "grad_norm": 0.23882533609867096, "learning_rate": 5.3933333333333334e-05, "loss": 0.1031, "relation_loss": 0.017534817941486834, "selected_pairs": 27045.8, "state_query_norm": 45.21460304260254, "state_relation_loss": 0.00241674673743546, "step": 810, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.017534817941486834, "weighted_relation_loss": 0.017534817941486834 }, { "action_query_norm": 45.24035720825195, "action_relation_loss": 0.015308588463813066, "auxiliary_loss_weight": 1.0, "epoch": 0.7670720299345183, "flow_matching_loss": 0.08752544894814492, "grad_norm": 0.29247793555259705, "learning_rate": 5.4600000000000006e-05, "loss": 0.1052, "relation_loss": 0.017678111046552657, "selected_pairs": 27290.8, "state_query_norm": 45.21291007995605, "state_relation_loss": 0.0023695227690041067, "step": 820, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.017678111046552657, "weighted_relation_loss": 0.017678111046552657 }, { "action_query_norm": 45.23991432189941, "action_relation_loss": 0.01499620834365487, "auxiliary_loss_weight": 1.0, "epoch": 0.7764265668849392, "flow_matching_loss": 0.09040054008364677, "grad_norm": 0.32674238085746765, "learning_rate": 5.5266666666666664e-05, "loss": 0.1078, "relation_loss": 0.017417001351714135, "selected_pairs": 26780.2, "state_query_norm": 45.21053199768066, "state_relation_loss": 0.002420793194323778, "step": 830, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.017417001351714135, "weighted_relation_loss": 0.017417001351714135 }, { "action_query_norm": 45.23933868408203, "action_relation_loss": 0.015127075836062431, "auxiliary_loss_weight": 1.0, "epoch": 0.7857811038353602, "flow_matching_loss": 0.08672384694218635, "grad_norm": 0.30303922295570374, "learning_rate": 5.5933333333333335e-05, "loss": 0.1043, "relation_loss": 0.017526969127357007, "selected_pairs": 27173.0, "state_query_norm": 45.20981712341309, "state_relation_loss": 0.002399893361143768, "step": 840, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.017526969127357007, "weighted_relation_loss": 0.017526969127357007 }, { "action_query_norm": 45.23963050842285, "action_relation_loss": 0.015310434345155954, "auxiliary_loss_weight": 1.0, "epoch": 0.7951356407857811, "flow_matching_loss": 0.08847342580556869, "grad_norm": 0.3614964783191681, "learning_rate": 5.66e-05, "loss": 0.1061, "relation_loss": 0.01766414912417531, "selected_pairs": 26987.0, "state_query_norm": 45.21018295288086, "state_relation_loss": 0.0023537147557362915, "step": 850, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.01766414912417531, "weighted_relation_loss": 0.01766414912417531 }, { "action_query_norm": 45.23938636779785, "action_relation_loss": 0.01588479345664382, "auxiliary_loss_weight": 1.0, "epoch": 0.804490177736202, "flow_matching_loss": 0.08407943472266197, "grad_norm": 0.2910688519477844, "learning_rate": 5.726666666666667e-05, "loss": 0.1024, "relation_loss": 0.018297987058758736, "selected_pairs": 26989.0, "state_query_norm": 45.208286666870116, "state_relation_loss": 0.002413193741813302, "step": 860, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.018297987058758736, "weighted_relation_loss": 0.018297987058758736 }, { "action_query_norm": 45.23843879699707, "action_relation_loss": 0.015218568220734596, "auxiliary_loss_weight": 1.0, "epoch": 0.813844714686623, "flow_matching_loss": 0.08810366243124008, "grad_norm": 0.4301912486553192, "learning_rate": 5.7933333333333337e-05, "loss": 0.1056, "relation_loss": 0.01749140340834856, "selected_pairs": 26689.3, "state_query_norm": 45.207759857177734, "state_relation_loss": 0.0022728352108970285, "step": 870, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.01749140340834856, "weighted_relation_loss": 0.01749140340834856 }, { "action_query_norm": 45.238271713256836, "action_relation_loss": 0.015814262349158524, "auxiliary_loss_weight": 1.0, "epoch": 0.823199251637044, "flow_matching_loss": 0.08422252461314202, "grad_norm": 0.27496811747550964, "learning_rate": 5.86e-05, "loss": 0.1024, "relation_loss": 0.018181711621582507, "selected_pairs": 26760.4, "state_query_norm": 45.2078140258789, "state_relation_loss": 0.002367448969744146, "step": 880, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.018181711621582507, "weighted_relation_loss": 0.018181711621582507 }, { "action_query_norm": 45.23675003051758, "action_relation_loss": 0.015504166297614575, "auxiliary_loss_weight": 1.0, "epoch": 0.8325537885874649, "flow_matching_loss": 0.08507129102945328, "grad_norm": 0.3716159164905548, "learning_rate": 5.926666666666667e-05, "loss": 0.1028, "relation_loss": 0.017682649567723273, "selected_pairs": 26894.0, "state_query_norm": 45.20508079528808, "state_relation_loss": 0.0021784833166748284, "step": 890, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.017682649567723273, "weighted_relation_loss": 0.017682649567723273 }, { "action_query_norm": 45.23460083007812, "action_relation_loss": 0.015866328869014977, "auxiliary_loss_weight": 1.0, "epoch": 0.8419083255378859, "flow_matching_loss": 0.08609712645411491, "grad_norm": 0.320712149143219, "learning_rate": 5.9933333333333345e-05, "loss": 0.1041, "relation_loss": 0.018046128377318383, "selected_pairs": 27289.2, "state_query_norm": 45.2049072265625, "state_relation_loss": 0.0021797996247187256, "step": 900, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.018046128377318383, "weighted_relation_loss": 0.018046128377318383 }, { "action_query_norm": 45.234492492675784, "action_relation_loss": 0.015384470019489527, "auxiliary_loss_weight": 1.0, "epoch": 0.8512628624883068, "flow_matching_loss": 0.08440793976187706, "grad_norm": 0.23439469933509827, "learning_rate": 6.06e-05, "loss": 0.1019, "relation_loss": 0.0174779218621552, "selected_pairs": 26898.3, "state_query_norm": 45.20393524169922, "state_relation_loss": 0.002093452087137848, "step": 910, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0174779218621552, "weighted_relation_loss": 0.0174779218621552 }, { "action_query_norm": 45.234799194335935, "action_relation_loss": 0.014631143305450678, "auxiliary_loss_weight": 1.0, "epoch": 0.8606173994387278, "flow_matching_loss": 0.08623598143458366, "grad_norm": 0.3781754970550537, "learning_rate": 6.126666666666667e-05, "loss": 0.103, "relation_loss": 0.01681299405172467, "selected_pairs": 26660.5, "state_query_norm": 45.19964790344238, "state_relation_loss": 0.002181850909255445, "step": 920, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.01681299405172467, "weighted_relation_loss": 0.01681299405172467 }, { "action_query_norm": 45.23465423583984, "action_relation_loss": 0.01499113067984581, "auxiliary_loss_weight": 1.0, "epoch": 0.8699719363891487, "flow_matching_loss": 0.08453229218721389, "grad_norm": 0.29635170102119446, "learning_rate": 6.193333333333333e-05, "loss": 0.1017, "relation_loss": 0.017154527828097343, "selected_pairs": 27086.8, "state_query_norm": 45.19918327331543, "state_relation_loss": 0.0021633970784023402, "step": 930, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.017154527828097343, "weighted_relation_loss": 0.017154527828097343 }, { "action_query_norm": 45.23439979553223, "action_relation_loss": 0.015027274098247289, "auxiliary_loss_weight": 1.0, "epoch": 0.8793264733395697, "flow_matching_loss": 0.08420921266078948, "grad_norm": 0.3336855173110962, "learning_rate": 6.26e-05, "loss": 0.1014, "relation_loss": 0.017169402353465556, "selected_pairs": 27623.5, "state_query_norm": 45.198817825317384, "state_relation_loss": 0.0021421282086521386, "step": 940, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.017169402353465556, "weighted_relation_loss": 0.017169402353465556 }, { "action_query_norm": 45.23335227966309, "action_relation_loss": 0.014903416763991118, "auxiliary_loss_weight": 1.0, "epoch": 0.8886810102899907, "flow_matching_loss": 0.08306904882192612, "grad_norm": 0.220134437084198, "learning_rate": 6.326666666666667e-05, "loss": 0.1002, "relation_loss": 0.017091102432459593, "selected_pairs": 27269.9, "state_query_norm": 45.197472381591794, "state_relation_loss": 0.002187685645185411, "step": 950, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.017091102432459593, "weighted_relation_loss": 0.017091102432459593 }, { "action_query_norm": 45.23272972106933, "action_relation_loss": 0.014331561606377363, "auxiliary_loss_weight": 1.0, "epoch": 0.8980355472404116, "flow_matching_loss": 0.0825296126306057, "grad_norm": 0.34893694519996643, "learning_rate": 6.393333333333333e-05, "loss": 0.0989, "relation_loss": 0.016413542535156013, "selected_pairs": 26485.8, "state_query_norm": 45.195552825927734, "state_relation_loss": 0.0020819810917600988, "step": 960, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.016413542535156013, "weighted_relation_loss": 0.016413542535156013 }, { "action_query_norm": 45.23115501403809, "action_relation_loss": 0.01480875350534916, "auxiliary_loss_weight": 1.0, "epoch": 0.9073900841908326, "flow_matching_loss": 0.08234061375260353, "grad_norm": 0.3802785575389862, "learning_rate": 6.460000000000001e-05, "loss": 0.0994, "relation_loss": 0.017082030512392522, "selected_pairs": 26531.5, "state_query_norm": 45.19747619628906, "state_relation_loss": 0.0022732768207788467, "step": 970, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.017082030512392522, "weighted_relation_loss": 0.017082030512392522 }, { "action_query_norm": 45.23049774169922, "action_relation_loss": 0.014633988495916128, "auxiliary_loss_weight": 1.0, "epoch": 0.9167446211412535, "flow_matching_loss": 0.08729752078652382, "grad_norm": 0.5503228902816772, "learning_rate": 6.526666666666666e-05, "loss": 0.1042, "relation_loss": 0.01686289580538869, "selected_pairs": 26920.1, "state_query_norm": 45.194083786010744, "state_relation_loss": 0.0022289074724540113, "step": 980, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.01686289580538869, "weighted_relation_loss": 0.01686289580538869 }, { "action_query_norm": 45.22949447631836, "action_relation_loss": 0.014132872223854065, "auxiliary_loss_weight": 1.0, "epoch": 0.9260991580916744, "flow_matching_loss": 0.08388752937316894, "grad_norm": 0.3402090072631836, "learning_rate": 6.593333333333334e-05, "loss": 0.1003, "relation_loss": 0.01640469627454877, "selected_pairs": 27012.6, "state_query_norm": 45.19390335083008, "state_relation_loss": 0.0022718242835253477, "step": 990, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.01640469627454877, "weighted_relation_loss": 0.01640469627454877 }, { "action_query_norm": 45.230389785766604, "action_relation_loss": 0.01493560429662466, "auxiliary_loss_weight": 1.0, "epoch": 0.9354536950420954, "flow_matching_loss": 0.08831989467144012, "grad_norm": 0.3671901822090149, "learning_rate": 6.66e-05, "loss": 0.1055, "relation_loss": 0.017204423528164627, "selected_pairs": 26686.1, "state_query_norm": 45.192769622802736, "state_relation_loss": 0.002268819254823029, "step": 1000, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.017204423528164627, "weighted_relation_loss": 0.017204423528164627 }, { "action_query_norm": 45.22917251586914, "action_relation_loss": 0.014839021395891905, "auxiliary_loss_weight": 1.0, "epoch": 0.9448082319925164, "flow_matching_loss": 0.08576714247465134, "grad_norm": 0.45678356289863586, "learning_rate": 6.726666666666667e-05, "loss": 0.1028, "relation_loss": 0.01707411641255021, "selected_pairs": 26782.0, "state_query_norm": 45.19110221862793, "state_relation_loss": 0.0022350951679982246, "step": 1010, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.01707411641255021, "weighted_relation_loss": 0.01707411641255021 }, { "action_query_norm": 45.22872657775879, "action_relation_loss": 0.014426990784704686, "auxiliary_loss_weight": 1.0, "epoch": 0.9541627689429373, "flow_matching_loss": 0.08302350342273712, "grad_norm": 0.4533548057079315, "learning_rate": 6.793333333333334e-05, "loss": 0.0996, "relation_loss": 0.016581074707210063, "selected_pairs": 27155.1, "state_query_norm": 45.18942642211914, "state_relation_loss": 0.0021540841553360224, "step": 1020, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.016581074707210063, "weighted_relation_loss": 0.016581074707210063 }, { "action_query_norm": 45.228383255004886, "action_relation_loss": 0.0155910006724298, "auxiliary_loss_weight": 1.0, "epoch": 0.9635173058933583, "flow_matching_loss": 0.08730457499623298, "grad_norm": 0.4829663336277008, "learning_rate": 6.860000000000001e-05, "loss": 0.1049, "relation_loss": 0.017616871185600756, "selected_pairs": 26726.0, "state_query_norm": 45.189924240112305, "state_relation_loss": 0.0020258706528693436, "step": 1030, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.017616871185600756, "weighted_relation_loss": 0.017616871185600756 }, { "action_query_norm": 45.227640533447264, "action_relation_loss": 0.014838677924126386, "auxiliary_loss_weight": 1.0, "epoch": 0.9728718428437793, "flow_matching_loss": 0.08427319452166557, "grad_norm": 0.2915290296077728, "learning_rate": 6.926666666666667e-05, "loss": 0.1012, "relation_loss": 0.016878592874854804, "selected_pairs": 27193.9, "state_query_norm": 45.18847160339355, "state_relation_loss": 0.0020399152534082534, "step": 1040, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.016878592874854804, "weighted_relation_loss": 0.016878592874854804 }, { "action_query_norm": 45.22617607116699, "action_relation_loss": 0.014104980882257223, "auxiliary_loss_weight": 1.0, "epoch": 0.9822263797942001, "flow_matching_loss": 0.08361369147896766, "grad_norm": 0.2607865631580353, "learning_rate": 6.993333333333334e-05, "loss": 0.0997, "relation_loss": 0.016070484463125468, "selected_pairs": 26000.8, "state_query_norm": 45.18704452514648, "state_relation_loss": 0.001965503697283566, "step": 1050, "valid_action_samples": 228.5, "weighted_auxiliary_loss": 0.016070484463125468, "weighted_relation_loss": 0.016070484463125468 }, { "action_query_norm": 45.22651748657226, "action_relation_loss": 0.015012943092733622, "auxiliary_loss_weight": 1.0, "epoch": 0.9915809167446211, "flow_matching_loss": 0.08240759819746017, "grad_norm": 0.2312202751636505, "learning_rate": 7.06e-05, "loss": 0.0994, "relation_loss": 0.016964469384402037, "selected_pairs": 27615.0, "state_query_norm": 45.184682083129886, "state_relation_loss": 0.0019515262451022864, "step": 1060, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.016964469384402037, "weighted_relation_loss": 0.016964469384402037 }, { "action_query_norm": 45.2234691619873, "action_relation_loss": 0.014037975762039422, "auxiliary_loss_weight": 1.0, "epoch": 1.000935453695042, "flow_matching_loss": 0.08254989981651306, "grad_norm": 0.33497855067253113, "learning_rate": 7.126666666666667e-05, "loss": 0.0984, "relation_loss": 0.015835512802004813, "selected_pairs": 24331.3, "state_query_norm": 45.18278617858887, "state_relation_loss": 0.0017975370399653911, "step": 1070, "valid_action_samples": 214.0, "weighted_auxiliary_loss": 0.015835512802004813, "weighted_relation_loss": 0.015835512802004813 }, { "action_query_norm": 45.2240177154541, "action_relation_loss": 0.014649110846221447, "auxiliary_loss_weight": 1.0, "epoch": 1.010289990645463, "flow_matching_loss": 0.08616936206817627, "grad_norm": 0.3519594371318817, "learning_rate": 7.193333333333334e-05, "loss": 0.1028, "relation_loss": 0.01659090770408511, "selected_pairs": 26854.3, "state_query_norm": 45.18325996398926, "state_relation_loss": 0.0019417969859205186, "step": 1080, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.01659090770408511, "weighted_relation_loss": 0.01659090770408511 }, { "action_query_norm": 45.22231216430664, "action_relation_loss": 0.014475313480943441, "auxiliary_loss_weight": 1.0, "epoch": 1.019644527595884, "flow_matching_loss": 0.0815578393638134, "grad_norm": 0.27067112922668457, "learning_rate": 7.26e-05, "loss": 0.0979, "relation_loss": 0.016361000668257474, "selected_pairs": 26685.2, "state_query_norm": 45.18095817565918, "state_relation_loss": 0.001885687408503145, "step": 1090, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.016361000668257474, "weighted_relation_loss": 0.016361000668257474 }, { "action_query_norm": 45.22121810913086, "action_relation_loss": 0.015227117668837309, "auxiliary_loss_weight": 1.0, "epoch": 1.028999064546305, "flow_matching_loss": 0.08826726526021958, "grad_norm": 0.2901850640773773, "learning_rate": 7.326666666666667e-05, "loss": 0.1055, "relation_loss": 0.01721990704536438, "selected_pairs": 27292.0, "state_query_norm": 45.179677200317386, "state_relation_loss": 0.001992789166979492, "step": 1100, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.01721990704536438, "weighted_relation_loss": 0.01721990704536438 }, { "action_query_norm": 45.22046585083008, "action_relation_loss": 0.015114766359329224, "auxiliary_loss_weight": 1.0, "epoch": 1.0383536014967258, "flow_matching_loss": 0.08347492814064025, "grad_norm": 0.26806434988975525, "learning_rate": 7.393333333333333e-05, "loss": 0.1006, "relation_loss": 0.01710454961284995, "selected_pairs": 26446.3, "state_query_norm": 45.177028274536134, "state_relation_loss": 0.001989783311728388, "step": 1110, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.01710454961284995, "weighted_relation_loss": 0.01710454961284995 }, { "action_query_norm": 45.21931610107422, "action_relation_loss": 0.014988487865775824, "auxiliary_loss_weight": 1.0, "epoch": 1.047708138447147, "flow_matching_loss": 0.08499652445316315, "grad_norm": 0.23490740358829498, "learning_rate": 7.46e-05, "loss": 0.102, "relation_loss": 0.01699934471398592, "selected_pairs": 27480.5, "state_query_norm": 45.17562828063965, "state_relation_loss": 0.0020108567085117103, "step": 1120, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.01699934471398592, "weighted_relation_loss": 0.01699934471398592 }, { "action_query_norm": 45.219177627563475, "action_relation_loss": 0.014586679823696613, "auxiliary_loss_weight": 1.0, "epoch": 1.0570626753975678, "flow_matching_loss": 0.08238864317536354, "grad_norm": 0.21791821718215942, "learning_rate": 7.526666666666668e-05, "loss": 0.0989, "relation_loss": 0.016487162187695505, "selected_pairs": 27033.8, "state_query_norm": 45.17518539428711, "state_relation_loss": 0.0019004823639988898, "step": 1130, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.016487162187695505, "weighted_relation_loss": 0.016487162187695505 }, { "action_query_norm": 45.2169692993164, "action_relation_loss": 0.015072960685938597, "auxiliary_loss_weight": 1.0, "epoch": 1.0664172123479887, "flow_matching_loss": 0.0836298830807209, "grad_norm": 0.2738470137119293, "learning_rate": 7.593333333333334e-05, "loss": 0.1005, "relation_loss": 0.016919235046952964, "selected_pairs": 26409.6, "state_query_norm": 45.17271270751953, "state_relation_loss": 0.001846274279523641, "step": 1140, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.016919235046952964, "weighted_relation_loss": 0.016919235046952964 }, { "action_query_norm": 45.21809730529785, "action_relation_loss": 0.015354607813060283, "auxiliary_loss_weight": 1.0, "epoch": 1.0757717492984098, "flow_matching_loss": 0.08309889659285545, "grad_norm": 0.27231383323669434, "learning_rate": 7.66e-05, "loss": 0.1004, "relation_loss": 0.017258261051028966, "selected_pairs": 27662.5, "state_query_norm": 45.17346611022949, "state_relation_loss": 0.0019036530633457006, "step": 1150, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.017258261051028966, "weighted_relation_loss": 0.017258261051028966 }, { "action_query_norm": 45.215098190307614, "action_relation_loss": 0.014587251655757427, "auxiliary_loss_weight": 1.0, "epoch": 1.0851262862488307, "flow_matching_loss": 0.08260500505566597, "grad_norm": 0.32315593957901, "learning_rate": 7.726666666666667e-05, "loss": 0.0991, "relation_loss": 0.016512981988489626, "selected_pairs": 26627.6, "state_query_norm": 45.17118453979492, "state_relation_loss": 0.0019257305306382478, "step": 1160, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.016512981988489626, "weighted_relation_loss": 0.016512981988489626 }, { "action_query_norm": 45.21553192138672, "action_relation_loss": 0.013891409523785115, "auxiliary_loss_weight": 1.0, "epoch": 1.0944808231992516, "flow_matching_loss": 0.0817290723323822, "grad_norm": 0.23647873103618622, "learning_rate": 7.793333333333333e-05, "loss": 0.0974, "relation_loss": 0.01568777682259679, "selected_pairs": 26926.1, "state_query_norm": 45.17119026184082, "state_relation_loss": 0.001796367298811674, "step": 1170, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.01568777682259679, "weighted_relation_loss": 0.01568777682259679 }, { "action_query_norm": 45.214822387695314, "action_relation_loss": 0.014579750876873732, "auxiliary_loss_weight": 1.0, "epoch": 1.1038353601496727, "flow_matching_loss": 0.08295455798506737, "grad_norm": 0.3010614812374115, "learning_rate": 7.860000000000001e-05, "loss": 0.0993, "relation_loss": 0.016386524960398673, "selected_pairs": 26729.7, "state_query_norm": 45.169747543334964, "state_relation_loss": 0.001806774188298732, "step": 1180, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.016386524960398673, "weighted_relation_loss": 0.016386524960398673 }, { "action_query_norm": 45.21381607055664, "action_relation_loss": 0.015328202955424785, "auxiliary_loss_weight": 1.0, "epoch": 1.1131898971000935, "flow_matching_loss": 0.08338217437267303, "grad_norm": 0.19001102447509766, "learning_rate": 7.926666666666666e-05, "loss": 0.1005, "relation_loss": 0.01714021535590291, "selected_pairs": 27038.9, "state_query_norm": 45.16888275146484, "state_relation_loss": 0.0018120122840628028, "step": 1190, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.01714021535590291, "weighted_relation_loss": 0.01714021535590291 }, { "action_query_norm": 45.214202117919925, "action_relation_loss": 0.014249502588063479, "auxiliary_loss_weight": 1.0, "epoch": 1.1225444340505144, "flow_matching_loss": 0.08267278969287872, "grad_norm": 0.22649399936199188, "learning_rate": 7.993333333333334e-05, "loss": 0.0988, "relation_loss": 0.016092130169272422, "selected_pairs": 26204.3, "state_query_norm": 45.16953544616699, "state_relation_loss": 0.0018426275462843477, "step": 1200, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.016092130169272422, "weighted_relation_loss": 0.016092130169272422 }, { "action_query_norm": 45.21206512451172, "action_relation_loss": 0.013970756065100431, "auxiliary_loss_weight": 1.0, "epoch": 1.1318989710009355, "flow_matching_loss": 0.08149964734911919, "grad_norm": 0.31179195642471313, "learning_rate": 8.060000000000001e-05, "loss": 0.0972, "relation_loss": 0.015660001616925, "selected_pairs": 26853.9, "state_query_norm": 45.16533508300781, "state_relation_loss": 0.0016892454586923122, "step": 1210, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.015660001616925, "weighted_relation_loss": 0.015660001616925 }, { "action_query_norm": 45.21050033569336, "action_relation_loss": 0.014624392054975033, "auxiliary_loss_weight": 1.0, "epoch": 1.1412535079513564, "flow_matching_loss": 0.08138922527432442, "grad_norm": 0.2230483591556549, "learning_rate": 8.126666666666667e-05, "loss": 0.0977, "relation_loss": 0.016345786582678556, "selected_pairs": 26970.1, "state_query_norm": 45.16340713500976, "state_relation_loss": 0.0017213947954587638, "step": 1220, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.016345786582678556, "weighted_relation_loss": 0.016345786582678556 }, { "action_query_norm": 45.20899772644043, "action_relation_loss": 0.015318758878856897, "auxiliary_loss_weight": 1.0, "epoch": 1.1506080449017775, "flow_matching_loss": 0.08230296298861503, "grad_norm": 0.2706463932991028, "learning_rate": 8.193333333333334e-05, "loss": 0.0994, "relation_loss": 0.017127034813165666, "selected_pairs": 26903.1, "state_query_norm": 45.16119956970215, "state_relation_loss": 0.00180827610893175, "step": 1230, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.017127034813165666, "weighted_relation_loss": 0.017127034813165666 }, { "action_query_norm": 45.208530044555665, "action_relation_loss": 0.014008806832134724, "auxiliary_loss_weight": 1.0, "epoch": 1.1599625818521984, "flow_matching_loss": 0.08454965725541115, "grad_norm": 0.36809539794921875, "learning_rate": 8.26e-05, "loss": 0.1003, "relation_loss": 0.01579523105174303, "selected_pairs": 26621.1, "state_query_norm": 45.160593032836914, "state_relation_loss": 0.0017864242778159677, "step": 1240, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.01579523105174303, "weighted_relation_loss": 0.01579523105174303 }, { "action_query_norm": 45.20847625732422, "action_relation_loss": 0.01473131999373436, "auxiliary_loss_weight": 1.0, "epoch": 1.1693171188026192, "flow_matching_loss": 0.0833884447813034, "grad_norm": 0.37335875630378723, "learning_rate": 8.326666666666667e-05, "loss": 0.0998, "relation_loss": 0.01639096299186349, "selected_pairs": 27023.8, "state_query_norm": 45.15850601196289, "state_relation_loss": 0.0016596429515630007, "step": 1250, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.01639096299186349, "weighted_relation_loss": 0.01639096299186349 }, { "action_query_norm": 45.20839500427246, "action_relation_loss": 0.014220582507550716, "auxiliary_loss_weight": 1.0, "epoch": 1.1786716557530403, "flow_matching_loss": 0.08675330281257629, "grad_norm": 0.29121559858322144, "learning_rate": 8.393333333333335e-05, "loss": 0.1025, "relation_loss": 0.015768306329846382, "selected_pairs": 27037.5, "state_query_norm": 45.156398391723634, "state_relation_loss": 0.001547723705880344, "step": 1260, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.015768306329846382, "weighted_relation_loss": 0.015768306329846382 }, { "action_query_norm": 45.207482528686526, "action_relation_loss": 0.014384204801172019, "auxiliary_loss_weight": 1.0, "epoch": 1.1880261927034612, "flow_matching_loss": 0.08019518926739692, "grad_norm": 0.3290378451347351, "learning_rate": 8.46e-05, "loss": 0.0962, "relation_loss": 0.01599266827106476, "selected_pairs": 27059.5, "state_query_norm": 45.15679092407227, "state_relation_loss": 0.0016084634582512081, "step": 1270, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.01599266827106476, "weighted_relation_loss": 0.01599266827106476 }, { "action_query_norm": 45.20674362182617, "action_relation_loss": 0.014112206827849149, "auxiliary_loss_weight": 1.0, "epoch": 1.197380729653882, "flow_matching_loss": 0.08449653163552284, "grad_norm": 0.2834104597568512, "learning_rate": 8.526666666666667e-05, "loss": 0.1002, "relation_loss": 0.015734068490564822, "selected_pairs": 26659.5, "state_query_norm": 45.154484558105466, "state_relation_loss": 0.0016218617791309952, "step": 1280, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.015734068490564822, "weighted_relation_loss": 0.015734068490564822 }, { "action_query_norm": 45.20387077331543, "action_relation_loss": 0.015283450298011304, "auxiliary_loss_weight": 1.0, "epoch": 1.2067352666043032, "flow_matching_loss": 0.08340805098414421, "grad_norm": 0.2149086594581604, "learning_rate": 8.593333333333333e-05, "loss": 0.1004, "relation_loss": 0.016968264989554883, "selected_pairs": 27108.8, "state_query_norm": 45.15318298339844, "state_relation_loss": 0.0016848147031851112, "step": 1290, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.016968264989554883, "weighted_relation_loss": 0.016968264989554883 }, { "action_query_norm": 45.202537536621094, "action_relation_loss": 0.014677897468209267, "auxiliary_loss_weight": 1.0, "epoch": 1.216089803554724, "flow_matching_loss": 0.08014190569519997, "grad_norm": 0.22621633112430573, "learning_rate": 8.66e-05, "loss": 0.0964, "relation_loss": 0.016268413979560137, "selected_pairs": 26697.4, "state_query_norm": 45.15415802001953, "state_relation_loss": 0.001590516825672239, "step": 1300, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.016268413979560137, "weighted_relation_loss": 0.016268413979560137 }, { "action_query_norm": 45.20025405883789, "action_relation_loss": 0.014328118320554495, "auxiliary_loss_weight": 1.0, "epoch": 1.225444340505145, "flow_matching_loss": 0.08267568424344063, "grad_norm": 0.33700987696647644, "learning_rate": 8.726666666666667e-05, "loss": 0.0988, "relation_loss": 0.016095809731632472, "selected_pairs": 26462.9, "state_query_norm": 45.15214500427246, "state_relation_loss": 0.0017676912946626544, "step": 1310, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.016095809731632472, "weighted_relation_loss": 0.016095809731632472 }, { "action_query_norm": 45.19883003234863, "action_relation_loss": 0.013792127929627895, "auxiliary_loss_weight": 1.0, "epoch": 1.234798877455566, "flow_matching_loss": 0.08171737864613533, "grad_norm": 0.309990257024765, "learning_rate": 8.793333333333333e-05, "loss": 0.0973, "relation_loss": 0.015591917186975479, "selected_pairs": 27136.2, "state_query_norm": 45.15162620544434, "state_relation_loss": 0.0017997894086875022, "step": 1320, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.015591917186975479, "weighted_relation_loss": 0.015591917186975479 }, { "action_query_norm": 45.19645309448242, "action_relation_loss": 0.014437450189143419, "auxiliary_loss_weight": 1.0, "epoch": 1.244153414405987, "flow_matching_loss": 0.08090632632374764, "grad_norm": 0.284868448972702, "learning_rate": 8.86e-05, "loss": 0.097, "relation_loss": 0.01612152876332402, "selected_pairs": 26976.3, "state_query_norm": 45.15064010620117, "state_relation_loss": 0.0016840784694068134, "step": 1330, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.01612152876332402, "weighted_relation_loss": 0.01612152876332402 }, { "action_query_norm": 45.19515762329102, "action_relation_loss": 0.01416391134262085, "auxiliary_loss_weight": 1.0, "epoch": 1.2535079513564078, "flow_matching_loss": 0.07885362729430198, "grad_norm": 0.3651602268218994, "learning_rate": 8.926666666666668e-05, "loss": 0.0947, "relation_loss": 0.015804447792470457, "selected_pairs": 27592.7, "state_query_norm": 45.14743003845215, "state_relation_loss": 0.0016405363916419447, "step": 1340, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.015804447792470457, "weighted_relation_loss": 0.015804447792470457 }, { "action_query_norm": 45.193759536743165, "action_relation_loss": 0.014512355998158455, "auxiliary_loss_weight": 1.0, "epoch": 1.262862488306829, "flow_matching_loss": 0.07609353214502335, "grad_norm": 0.3006051182746887, "learning_rate": 8.993333333333334e-05, "loss": 0.0922, "relation_loss": 0.01612571608275175, "selected_pairs": 26967.6, "state_query_norm": 45.146054077148435, "state_relation_loss": 0.0016133601195178926, "step": 1350, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.01612571608275175, "weighted_relation_loss": 0.01612571608275175 }, { "action_query_norm": 45.19460220336914, "action_relation_loss": 0.013786600064486265, "auxiliary_loss_weight": 1.0, "epoch": 1.2722170252572498, "flow_matching_loss": 0.07901373133063316, "grad_norm": 0.35259366035461426, "learning_rate": 9.06e-05, "loss": 0.0944, "relation_loss": 0.015375040099024772, "selected_pairs": 26574.5, "state_query_norm": 45.14633369445801, "state_relation_loss": 0.0015884400112554432, "step": 1360, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.015375040099024772, "weighted_relation_loss": 0.015375040099024772 }, { "action_query_norm": 45.19319381713867, "action_relation_loss": 0.01439945176243782, "auxiliary_loss_weight": 1.0, "epoch": 1.2815715622076707, "flow_matching_loss": 0.07919137626886368, "grad_norm": 0.30996012687683105, "learning_rate": 9.126666666666667e-05, "loss": 0.0951, "relation_loss": 0.015862166415899992, "selected_pairs": 26501.1, "state_query_norm": 45.14339714050293, "state_relation_loss": 0.001462714362423867, "step": 1370, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.015862166415899992, "weighted_relation_loss": 0.015862166415899992 }, { "action_query_norm": 45.191520309448244, "action_relation_loss": 0.013789815921336412, "auxiliary_loss_weight": 1.0, "epoch": 1.2909260991580918, "flow_matching_loss": 0.08282613083720207, "grad_norm": 0.3383494019508362, "learning_rate": 9.193333333333334e-05, "loss": 0.0982, "relation_loss": 0.015348293911665678, "selected_pairs": 27263.0, "state_query_norm": 45.144250106811526, "state_relation_loss": 0.0015584778157062829, "step": 1380, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.015348293911665678, "weighted_relation_loss": 0.015348293911665678 }, { "action_query_norm": 45.1888916015625, "action_relation_loss": 0.014497818984091282, "auxiliary_loss_weight": 1.0, "epoch": 1.3002806361085126, "flow_matching_loss": 0.08360137268900872, "grad_norm": 0.29604214429855347, "learning_rate": 9.260000000000001e-05, "loss": 0.0997, "relation_loss": 0.016127450950443746, "selected_pairs": 26693.4, "state_query_norm": 45.14247093200684, "state_relation_loss": 0.0016296319314278661, "step": 1390, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.016127450950443746, "weighted_relation_loss": 0.016127450950443746 }, { "action_query_norm": 45.18539619445801, "action_relation_loss": 0.014250156376510859, "auxiliary_loss_weight": 1.0, "epoch": 1.3096351730589335, "flow_matching_loss": 0.08307350724935532, "grad_norm": 0.3245616555213928, "learning_rate": 9.326666666666667e-05, "loss": 0.099, "relation_loss": 0.015930748730897903, "selected_pairs": 26919.3, "state_query_norm": 45.140755844116214, "state_relation_loss": 0.0016805926687084138, "step": 1400, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.015930748730897903, "weighted_relation_loss": 0.015930748730897903 }, { "action_query_norm": 45.183494567871094, "action_relation_loss": 0.013678541127592325, "auxiliary_loss_weight": 1.0, "epoch": 1.3189897100093546, "flow_matching_loss": 0.08001318201422691, "grad_norm": 0.28769299387931824, "learning_rate": 9.393333333333334e-05, "loss": 0.0951, "relation_loss": 0.015136257745325565, "selected_pairs": 27339.2, "state_query_norm": 45.14040603637695, "state_relation_loss": 0.0014577163732610644, "step": 1410, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.015136257745325565, "weighted_relation_loss": 0.015136257745325565 }, { "action_query_norm": 45.18200454711914, "action_relation_loss": 0.014372128248214721, "auxiliary_loss_weight": 1.0, "epoch": 1.3283442469597755, "flow_matching_loss": 0.08131279423832893, "grad_norm": 0.29507169127464294, "learning_rate": 9.46e-05, "loss": 0.0972, "relation_loss": 0.015893350541591644, "selected_pairs": 26665.1, "state_query_norm": 45.138827896118165, "state_relation_loss": 0.001521222572773695, "step": 1420, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.015893350541591644, "weighted_relation_loss": 0.015893350541591644 }, { "action_query_norm": 45.1808162689209, "action_relation_loss": 0.014131669048219919, "auxiliary_loss_weight": 1.0, "epoch": 1.3376987839101964, "flow_matching_loss": 0.0800245687365532, "grad_norm": 0.2618167996406555, "learning_rate": 9.526666666666667e-05, "loss": 0.0957, "relation_loss": 0.015654105693101883, "selected_pairs": 26660.6, "state_query_norm": 45.13630676269531, "state_relation_loss": 0.0015224367496557533, "step": 1430, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.015654105693101883, "weighted_relation_loss": 0.015654105693101883 }, { "action_query_norm": 45.17859535217285, "action_relation_loss": 0.013537310343235732, "auxiliary_loss_weight": 1.0, "epoch": 1.3470533208606175, "flow_matching_loss": 0.08199491798877716, "grad_norm": 0.294070839881897, "learning_rate": 9.593333333333334e-05, "loss": 0.097, "relation_loss": 0.014999831281602382, "selected_pairs": 26951.2, "state_query_norm": 45.134024429321286, "state_relation_loss": 0.0014625207404606044, "step": 1440, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.014999831281602382, "weighted_relation_loss": 0.014999831281602382 }, { "action_query_norm": 45.17676620483398, "action_relation_loss": 0.012680767010897398, "auxiliary_loss_weight": 1.0, "epoch": 1.3564078578110383, "flow_matching_loss": 0.07925659120082855, "grad_norm": 0.30843019485473633, "learning_rate": 9.66e-05, "loss": 0.0934, "relation_loss": 0.014123235084116458, "selected_pairs": 26723.7, "state_query_norm": 45.13328247070312, "state_relation_loss": 0.0014424681314267219, "step": 1450, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.014123235084116458, "weighted_relation_loss": 0.014123235084116458 }, { "action_query_norm": 45.174625396728516, "action_relation_loss": 0.013562359008938074, "auxiliary_loss_weight": 1.0, "epoch": 1.3657623947614592, "flow_matching_loss": 0.08055609688162804, "grad_norm": 0.26303839683532715, "learning_rate": 9.726666666666667e-05, "loss": 0.0955, "relation_loss": 0.014974349644035101, "selected_pairs": 27150.1, "state_query_norm": 45.13132934570312, "state_relation_loss": 0.0014119905885308982, "step": 1460, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.014974349644035101, "weighted_relation_loss": 0.014974349644035101 }, { "action_query_norm": 45.17434196472168, "action_relation_loss": 0.012601378839462996, "auxiliary_loss_weight": 1.0, "epoch": 1.3751169317118803, "flow_matching_loss": 0.07552218288183213, "grad_norm": 0.26848700642585754, "learning_rate": 9.793333333333333e-05, "loss": 0.0895, "relation_loss": 0.0140051051042974, "selected_pairs": 27109.4, "state_query_norm": 45.13034324645996, "state_relation_loss": 0.0014037261018529535, "step": 1470, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0140051051042974, "weighted_relation_loss": 0.0140051051042974 }, { "action_query_norm": 45.17098846435547, "action_relation_loss": 0.01392301581799984, "auxiliary_loss_weight": 1.0, "epoch": 1.3844714686623012, "flow_matching_loss": 0.07826128676533699, "grad_norm": 0.2779375910758972, "learning_rate": 9.86e-05, "loss": 0.0937, "relation_loss": 0.015391257405281068, "selected_pairs": 26978.5, "state_query_norm": 45.1290901184082, "state_relation_loss": 0.0014682415756396949, "step": 1480, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.015391257405281068, "weighted_relation_loss": 0.015391257405281068 }, { "action_query_norm": 45.17010383605957, "action_relation_loss": 0.01385676497593522, "auxiliary_loss_weight": 1.0, "epoch": 1.393826005612722, "flow_matching_loss": 0.08114760220050812, "grad_norm": 0.3615885078907013, "learning_rate": 9.926666666666668e-05, "loss": 0.0964, "relation_loss": 0.015268620755523443, "selected_pairs": 26717.2, "state_query_norm": 45.12526626586914, "state_relation_loss": 0.0014118559076450766, "step": 1490, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.015268620755523443, "weighted_relation_loss": 0.015268620755523443 }, { "action_query_norm": 45.16568222045898, "action_relation_loss": 0.013639620412141085, "auxiliary_loss_weight": 1.0, "epoch": 1.4031805425631432, "flow_matching_loss": 0.0768810547888279, "grad_norm": 0.2790745198726654, "learning_rate": 9.993333333333334e-05, "loss": 0.0919, "relation_loss": 0.015010160580277442, "selected_pairs": 26481.1, "state_query_norm": 45.12571640014649, "state_relation_loss": 0.001370540214702487, "step": 1500, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.015010160580277442, "weighted_relation_loss": 0.015010160580277442 }, { "action_query_norm": 45.16421966552734, "action_relation_loss": 0.014082630537450314, "auxiliary_loss_weight": 1.0, "epoch": 1.412535079513564, "flow_matching_loss": 0.08068454414606094, "grad_norm": 0.3235214948654175, "learning_rate": 9.999997539434007e-05, "loss": 0.0963, "relation_loss": 0.015589841827750205, "selected_pairs": 26966.8, "state_query_norm": 45.122764587402344, "state_relation_loss": 0.0015072113834321498, "step": 1510, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.015589841827750205, "weighted_relation_loss": 0.015589841827750205 }, { "action_query_norm": 45.16282501220703, "action_relation_loss": 0.012965264543890954, "auxiliary_loss_weight": 1.0, "epoch": 1.421889616463985, "flow_matching_loss": 0.08086610287427902, "grad_norm": 0.3297918438911438, "learning_rate": 9.999989033776898e-05, "loss": 0.0953, "relation_loss": 0.014392683375626802, "selected_pairs": 27545.6, "state_query_norm": 45.12194404602051, "state_relation_loss": 0.0014274187153205276, "step": 1520, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.014392683375626802, "weighted_relation_loss": 0.014392683375626802 }, { "action_query_norm": 45.1609561920166, "action_relation_loss": 0.013010305538773536, "auxiliary_loss_weight": 1.0, "epoch": 1.431244153414406, "flow_matching_loss": 0.07985863760113716, "grad_norm": 0.3296429216861725, "learning_rate": 9.999974452661641e-05, "loss": 0.0942, "relation_loss": 0.014311800897121429, "selected_pairs": 26709.9, "state_query_norm": 45.120549011230466, "state_relation_loss": 0.0013014954864047467, "step": 1530, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.014311800897121429, "weighted_relation_loss": 0.014311800897121429 }, { "action_query_norm": 45.15901832580566, "action_relation_loss": 0.013040730450302362, "auxiliary_loss_weight": 1.0, "epoch": 1.440598690364827, "flow_matching_loss": 0.07873924225568771, "grad_norm": 0.27162453532218933, "learning_rate": 9.999953796105959e-05, "loss": 0.0931, "relation_loss": 0.014409908000379801, "selected_pairs": 26944.6, "state_query_norm": 45.11763458251953, "state_relation_loss": 0.001369177724700421, "step": 1540, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.014409908000379801, "weighted_relation_loss": 0.014409908000379801 }, { "action_query_norm": 45.15506172180176, "action_relation_loss": 0.013627804722636938, "auxiliary_loss_weight": 1.0, "epoch": 1.4499532273152478, "flow_matching_loss": 0.07624591290950775, "grad_norm": 0.2713761031627655, "learning_rate": 9.999927064134949e-05, "loss": 0.0913, "relation_loss": 0.01500996258109808, "selected_pairs": 26316.8, "state_query_norm": 45.117062377929685, "state_relation_loss": 0.0013821579166688025, "step": 1550, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.01500996258109808, "weighted_relation_loss": 0.01500996258109808 }, { "action_query_norm": 45.15515632629395, "action_relation_loss": 0.013106690160930157, "auxiliary_loss_weight": 1.0, "epoch": 1.4593077642656689, "flow_matching_loss": 0.08058197274804116, "grad_norm": 0.22069574892520905, "learning_rate": 9.999894256781095e-05, "loss": 0.0951, "relation_loss": 0.01451193643733859, "selected_pairs": 26826.8, "state_query_norm": 45.11571578979492, "state_relation_loss": 0.0014052462414838375, "step": 1560, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.01451193643733859, "weighted_relation_loss": 0.01451193643733859 }, { "action_query_norm": 45.15345726013184, "action_relation_loss": 0.01393719231709838, "auxiliary_loss_weight": 1.0, "epoch": 1.4686623012160898, "flow_matching_loss": 0.07781763076782226, "grad_norm": 0.2964685261249542, "learning_rate": 9.99985537408426e-05, "loss": 0.0932, "relation_loss": 0.015380370151251554, "selected_pairs": 27079.3, "state_query_norm": 45.11461334228515, "state_relation_loss": 0.0014431779040023685, "step": 1570, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.015380370151251554, "weighted_relation_loss": 0.015380370151251554 }, { "action_query_norm": 45.15404930114746, "action_relation_loss": 0.013488473277539015, "auxiliary_loss_weight": 1.0, "epoch": 1.4780168381665106, "flow_matching_loss": 0.07704597860574722, "grad_norm": 0.2506782114505768, "learning_rate": 9.999810416091688e-05, "loss": 0.092, "relation_loss": 0.014936034381389619, "selected_pairs": 27011.6, "state_query_norm": 45.11415786743164, "state_relation_loss": 0.001447560975793749, "step": 1580, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.014936034381389619, "weighted_relation_loss": 0.014936034381389619 }, { "action_query_norm": 45.15279846191406, "action_relation_loss": 0.012673931661993265, "auxiliary_loss_weight": 1.0, "epoch": 1.4873713751169317, "flow_matching_loss": 0.0780644841492176, "grad_norm": 0.26288944482803345, "learning_rate": 9.99975938285801e-05, "loss": 0.0922, "relation_loss": 0.014087096508592366, "selected_pairs": 26389.4, "state_query_norm": 45.11135330200195, "state_relation_loss": 0.001413164916448295, "step": 1590, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.014087096508592366, "weighted_relation_loss": 0.014087096508592366 }, { "action_query_norm": 45.14969329833984, "action_relation_loss": 0.013370811566710472, "auxiliary_loss_weight": 1.0, "epoch": 1.4967259120673526, "flow_matching_loss": 0.07906955480575562, "grad_norm": 0.17635399103164673, "learning_rate": 9.999702274445236e-05, "loss": 0.0939, "relation_loss": 0.014784155413508415, "selected_pairs": 27599.6, "state_query_norm": 45.11210174560547, "state_relation_loss": 0.0014133438118733466, "step": 1600, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.014784155413508415, "weighted_relation_loss": 0.014784155413508415 }, { "action_query_norm": 45.147256469726564, "action_relation_loss": 0.012824203167110682, "auxiliary_loss_weight": 1.0, "epoch": 1.5060804490177735, "flow_matching_loss": 0.07835074439644814, "grad_norm": 0.24739566445350647, "learning_rate": 9.999639090922756e-05, "loss": 0.0927, "relation_loss": 0.014332873281091452, "selected_pairs": 26897.9, "state_query_norm": 45.11183586120605, "state_relation_loss": 0.0015086701489053667, "step": 1610, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.014332873281091452, "weighted_relation_loss": 0.014332873281091452 }, { "action_query_norm": 45.14577140808105, "action_relation_loss": 0.01306261271238327, "auxiliary_loss_weight": 1.0, "epoch": 1.5154349859681946, "flow_matching_loss": 0.07474321350455285, "grad_norm": 0.33673539757728577, "learning_rate": 9.999569832367346e-05, "loss": 0.0892, "relation_loss": 0.014498801808804274, "selected_pairs": 27243.8, "state_query_norm": 45.111124420166014, "state_relation_loss": 0.0014361890382133425, "step": 1620, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.014498801808804274, "weighted_relation_loss": 0.014498801808804274 }, { "action_query_norm": 45.14118995666504, "action_relation_loss": 0.012939379643648862, "auxiliary_loss_weight": 1.0, "epoch": 1.5247895229186157, "flow_matching_loss": 0.0779972493648529, "grad_norm": 0.2792033851146698, "learning_rate": 9.999494498863162e-05, "loss": 0.0923, "relation_loss": 0.014313377905637026, "selected_pairs": 26732.0, "state_query_norm": 45.10628967285156, "state_relation_loss": 0.001373998261988163, "step": 1630, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.014313377905637026, "weighted_relation_loss": 0.014313377905637026 }, { "action_query_norm": 45.138352966308595, "action_relation_loss": 0.01294904127717018, "auxiliary_loss_weight": 1.0, "epoch": 1.5341440598690363, "flow_matching_loss": 0.07719481140375137, "grad_norm": 0.1813494712114334, "learning_rate": 9.99941309050174e-05, "loss": 0.0915, "relation_loss": 0.01427627969533205, "selected_pairs": 27085.0, "state_query_norm": 45.10582809448242, "state_relation_loss": 0.001327238359954208, "step": 1640, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.01427627969533205, "weighted_relation_loss": 0.01427627969533205 }, { "action_query_norm": 45.1360897064209, "action_relation_loss": 0.013404911197721959, "auxiliary_loss_weight": 1.0, "epoch": 1.5434985968194574, "flow_matching_loss": 0.07889341339468955, "grad_norm": 0.2393966019153595, "learning_rate": 9.999325607381999e-05, "loss": 0.0937, "relation_loss": 0.014787635579705239, "selected_pairs": 26320.7, "state_query_norm": 45.1059383392334, "state_relation_loss": 0.0013827243936248123, "step": 1650, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.014787635579705239, "weighted_relation_loss": 0.014787635579705239 }, { "action_query_norm": 45.13316345214844, "action_relation_loss": 0.012999864388257265, "auxiliary_loss_weight": 1.0, "epoch": 1.5528531337698785, "flow_matching_loss": 0.08013203740119934, "grad_norm": 0.18401454389095306, "learning_rate": 9.999232049610238e-05, "loss": 0.0944, "relation_loss": 0.014285468868911267, "selected_pairs": 26759.7, "state_query_norm": 45.10299797058106, "state_relation_loss": 0.001285604585427791, "step": 1660, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.014285468868911267, "weighted_relation_loss": 0.014285468868911267 }, { "action_query_norm": 45.13312339782715, "action_relation_loss": 0.013231632579118014, "auxiliary_loss_weight": 1.0, "epoch": 1.5622076707202992, "flow_matching_loss": 0.07626880332827568, "grad_norm": 0.3069908320903778, "learning_rate": 9.999132417300142e-05, "loss": 0.0908, "relation_loss": 0.014538425579667091, "selected_pairs": 26814.8, "state_query_norm": 45.103316116333005, "state_relation_loss": 0.0013067928608506917, "step": 1670, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.014538425579667091, "weighted_relation_loss": 0.014538425579667091 }, { "action_query_norm": 45.133405685424805, "action_relation_loss": 0.013377804402261972, "auxiliary_loss_weight": 1.0, "epoch": 1.5715622076707203, "flow_matching_loss": 0.07869788557291031, "grad_norm": 0.2997399568557739, "learning_rate": 9.99902671057277e-05, "loss": 0.0933, "relation_loss": 0.014588013477623462, "selected_pairs": 26572.3, "state_query_norm": 45.101942443847655, "state_relation_loss": 0.0012102089240215719, "step": 1680, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.014588013477623462, "weighted_relation_loss": 0.014588013477623462 }, { "action_query_norm": 45.1296443939209, "action_relation_loss": 0.012550909258425235, "auxiliary_loss_weight": 1.0, "epoch": 1.5809167446211414, "flow_matching_loss": 0.08011947497725487, "grad_norm": 0.33694618940353394, "learning_rate": 9.998914929556569e-05, "loss": 0.094, "relation_loss": 0.013915895391255617, "selected_pairs": 26998.2, "state_query_norm": 45.10038681030274, "state_relation_loss": 0.001364986365661025, "step": 1690, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.013915895391255617, "weighted_relation_loss": 0.013915895391255617 }, { "action_query_norm": 45.12739028930664, "action_relation_loss": 0.012455405481159688, "auxiliary_loss_weight": 1.0, "epoch": 1.590271281571562, "flow_matching_loss": 0.08179178833961487, "grad_norm": 0.3128647804260254, "learning_rate": 9.998797074387361e-05, "loss": 0.0956, "relation_loss": 0.013832388073205948, "selected_pairs": 26685.9, "state_query_norm": 45.09721488952637, "state_relation_loss": 0.0013769825920462609, "step": 1700, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.013832388073205948, "weighted_relation_loss": 0.013832388073205948 }, { "action_query_norm": 45.12403411865235, "action_relation_loss": 0.013091714307665824, "auxiliary_loss_weight": 1.0, "epoch": 1.5996258185219832, "flow_matching_loss": 0.07750123292207718, "grad_norm": 0.22233474254608154, "learning_rate": 9.99867314520835e-05, "loss": 0.0919, "relation_loss": 0.014416566956788302, "selected_pairs": 26668.3, "state_query_norm": 45.09856414794922, "state_relation_loss": 0.0013248527189716696, "step": 1710, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.014416566956788302, "weighted_relation_loss": 0.014416566956788302 }, { "action_query_norm": 45.12444496154785, "action_relation_loss": 0.012959856353700162, "auxiliary_loss_weight": 1.0, "epoch": 1.6089803554724043, "flow_matching_loss": 0.07710445150732995, "grad_norm": 0.33044520020484924, "learning_rate": 9.998543142170126e-05, "loss": 0.0914, "relation_loss": 0.014286814630031586, "selected_pairs": 26461.7, "state_query_norm": 45.09683456420898, "state_relation_loss": 0.001326958485879004, "step": 1720, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.014286814630031586, "weighted_relation_loss": 0.014286814630031586 }, { "action_query_norm": 45.12019577026367, "action_relation_loss": 0.0121173738501966, "auxiliary_loss_weight": 1.0, "epoch": 1.618334892422825, "flow_matching_loss": 0.08075598254799843, "grad_norm": 0.3607083559036255, "learning_rate": 9.99840706543065e-05, "loss": 0.0943, "relation_loss": 0.013549461495131254, "selected_pairs": 27149.7, "state_query_norm": 45.094726181030275, "state_relation_loss": 0.0014320876449346541, "step": 1730, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.013549461495131254, "weighted_relation_loss": 0.013549461495131254 }, { "action_query_norm": 45.11767158508301, "action_relation_loss": 0.013261358253657818, "auxiliary_loss_weight": 1.0, "epoch": 1.627689429373246, "flow_matching_loss": 0.07755099460482598, "grad_norm": 0.34884732961654663, "learning_rate": 9.998264915155274e-05, "loss": 0.0922, "relation_loss": 0.014606043044477702, "selected_pairs": 26826.4, "state_query_norm": 45.09305648803711, "state_relation_loss": 0.001344684651121497, "step": 1740, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.014606043044477702, "weighted_relation_loss": 0.014606043044477702 }, { "action_query_norm": 45.11832504272461, "action_relation_loss": 0.01235485915094614, "auxiliary_loss_weight": 1.0, "epoch": 1.637043966323667, "flow_matching_loss": 0.07759790048003197, "grad_norm": 0.29285728931427, "learning_rate": 9.998116691516718e-05, "loss": 0.0913, "relation_loss": 0.013699735142290592, "selected_pairs": 26640.6, "state_query_norm": 45.09407615661621, "state_relation_loss": 0.0013448760146275163, "step": 1750, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.013699735142290592, "weighted_relation_loss": 0.013699735142290592 }, { "action_query_norm": 45.116682815551755, "action_relation_loss": 0.01427143281325698, "auxiliary_loss_weight": 1.0, "epoch": 1.646398503274088, "flow_matching_loss": 0.07958639711141587, "grad_norm": 0.2527390420436859, "learning_rate": 9.997962394695091e-05, "loss": 0.0952, "relation_loss": 0.015608522016555071, "selected_pairs": 26644.2, "state_query_norm": 45.0941463470459, "state_relation_loss": 0.0013370893662795424, "step": 1760, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.015608522016555071, "weighted_relation_loss": 0.015608522016555071 }, { "action_query_norm": 45.11215019226074, "action_relation_loss": 0.012603800371289253, "auxiliary_loss_weight": 1.0, "epoch": 1.6557530402245089, "flow_matching_loss": 0.07552361860871315, "grad_norm": 0.19573526084423065, "learning_rate": 9.997802024877875e-05, "loss": 0.0894, "relation_loss": 0.013926211092621089, "selected_pairs": 26640.7, "state_query_norm": 45.093156814575195, "state_relation_loss": 0.0013224107795394957, "step": 1770, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.013926211092621089, "weighted_relation_loss": 0.013926211092621089 }, { "action_query_norm": 45.10874290466309, "action_relation_loss": 0.01291544958949089, "auxiliary_loss_weight": 1.0, "epoch": 1.66510757717493, "flow_matching_loss": 0.077745421230793, "grad_norm": 0.20510295033454895, "learning_rate": 9.99763558225994e-05, "loss": 0.0919, "relation_loss": 0.014183186832815409, "selected_pairs": 26638.9, "state_query_norm": 45.09255676269531, "state_relation_loss": 0.001267737289890647, "step": 1780, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.014183186832815409, "weighted_relation_loss": 0.014183186832815409 }, { "action_query_norm": 45.106249237060545, "action_relation_loss": 0.013311308156698943, "auxiliary_loss_weight": 1.0, "epoch": 1.6744621141253508, "flow_matching_loss": 0.07515786364674568, "grad_norm": 0.2473999261856079, "learning_rate": 9.997463067043526e-05, "loss": 0.0898, "relation_loss": 0.014606872946023941, "selected_pairs": 27342.1, "state_query_norm": 45.08914756774902, "state_relation_loss": 0.001295564731117338, "step": 1790, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.014606872946023941, "weighted_relation_loss": 0.014606872946023941 }, { "action_query_norm": 45.105537796020506, "action_relation_loss": 0.012086125183850526, "auxiliary_loss_weight": 1.0, "epoch": 1.6838166510757717, "flow_matching_loss": 0.07706638798117638, "grad_norm": 0.20011916756629944, "learning_rate": 9.997284479438253e-05, "loss": 0.0904, "relation_loss": 0.013313659373670817, "selected_pairs": 27130.7, "state_query_norm": 45.08720932006836, "state_relation_loss": 0.0012275339919142424, "step": 1800, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.013313659373670817, "weighted_relation_loss": 0.013313659373670817 }, { "action_query_norm": 45.10229072570801, "action_relation_loss": 0.012749570701271296, "auxiliary_loss_weight": 1.0, "epoch": 1.6931711880261928, "flow_matching_loss": 0.07696511894464493, "grad_norm": 0.20272298157215118, "learning_rate": 9.997099819661127e-05, "loss": 0.091, "relation_loss": 0.01400076700374484, "selected_pairs": 26480.5, "state_query_norm": 45.087640380859376, "state_relation_loss": 0.0012511960696429015, "step": 1810, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.01400076700374484, "weighted_relation_loss": 0.01400076700374484 }, { "action_query_norm": 45.10147361755371, "action_relation_loss": 0.012800135463476182, "auxiliary_loss_weight": 1.0, "epoch": 1.7025257249766137, "flow_matching_loss": 0.07754967510700225, "grad_norm": 0.24661393463611603, "learning_rate": 9.996909087936524e-05, "loss": 0.0916, "relation_loss": 0.014024465717375279, "selected_pairs": 27339.8, "state_query_norm": 45.08820762634277, "state_relation_loss": 0.0012243301840499043, "step": 1820, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.014024465717375279, "weighted_relation_loss": 0.014024465717375279 }, { "action_query_norm": 45.099792861938475, "action_relation_loss": 0.012928474321961403, "auxiliary_loss_weight": 1.0, "epoch": 1.7118802619270346, "flow_matching_loss": 0.08120860680937766, "grad_norm": 0.2345314472913742, "learning_rate": 9.996712284496201e-05, "loss": 0.0954, "relation_loss": 0.014161999244242907, "selected_pairs": 27126.5, "state_query_norm": 45.08702201843262, "state_relation_loss": 0.0012335250503383577, "step": 1830, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.014161999244242907, "weighted_relation_loss": 0.014161999244242907 }, { "action_query_norm": 45.09629821777344, "action_relation_loss": 0.012559243571013212, "auxiliary_loss_weight": 1.0, "epoch": 1.7212347988774557, "flow_matching_loss": 0.07613077759742737, "grad_norm": 0.23459717631340027, "learning_rate": 9.996509409579293e-05, "loss": 0.0901, "relation_loss": 0.01394827226176858, "selected_pairs": 26743.6, "state_query_norm": 45.085578536987306, "state_relation_loss": 0.0013890285743400454, "step": 1840, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.01394827226176858, "weighted_relation_loss": 0.01394827226176858 }, { "action_query_norm": 45.0952335357666, "action_relation_loss": 0.012934996653348208, "auxiliary_loss_weight": 1.0, "epoch": 1.7305893358278766, "flow_matching_loss": 0.07966068014502525, "grad_norm": 0.16581469774246216, "learning_rate": 9.996300463432312e-05, "loss": 0.0939, "relation_loss": 0.014284304715692997, "selected_pairs": 27202.9, "state_query_norm": 45.08088417053223, "state_relation_loss": 0.0013493082369677722, "step": 1850, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.014284304715692997, "weighted_relation_loss": 0.014284304715692997 }, { "action_query_norm": 45.0927116394043, "action_relation_loss": 0.012622499000281095, "auxiliary_loss_weight": 1.0, "epoch": 1.7399438727782974, "flow_matching_loss": 0.07257256135344506, "grad_norm": 0.20768730342388153, "learning_rate": 9.996085446309148e-05, "loss": 0.0865, "relation_loss": 0.013916655536741018, "selected_pairs": 26477.1, "state_query_norm": 45.079199600219724, "state_relation_loss": 0.0012941565015353262, "step": 1860, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.013916655536741018, "weighted_relation_loss": 0.013916655536741018 }, { "action_query_norm": 45.09132690429688, "action_relation_loss": 0.012105782981961966, "auxiliary_loss_weight": 1.0, "epoch": 1.7492984097287185, "flow_matching_loss": 0.07523631528019906, "grad_norm": 0.23234036564826965, "learning_rate": 9.995864358471066e-05, "loss": 0.0885, "relation_loss": 0.013305955659598112, "selected_pairs": 26878.5, "state_query_norm": 45.07599983215332, "state_relation_loss": 0.0012001728289760649, "step": 1870, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.013305955659598112, "weighted_relation_loss": 0.013305955659598112 }, { "action_query_norm": 45.091962051391604, "action_relation_loss": 0.012362024839967489, "auxiliary_loss_weight": 1.0, "epoch": 1.7586529466791394, "flow_matching_loss": 0.07423983886837959, "grad_norm": 0.2503344714641571, "learning_rate": 9.99563720018671e-05, "loss": 0.0877, "relation_loss": 0.013498826231807471, "selected_pairs": 27152.7, "state_query_norm": 45.07840690612793, "state_relation_loss": 0.0011368014151230455, "step": 1880, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.013498826231807471, "weighted_relation_loss": 0.013498826231807471 }, { "action_query_norm": 45.091064071655275, "action_relation_loss": 0.013041036017239094, "auxiliary_loss_weight": 1.0, "epoch": 1.7680074836295603, "flow_matching_loss": 0.0766624502837658, "grad_norm": 0.24156789481639862, "learning_rate": 9.995403971732098e-05, "loss": 0.0908, "relation_loss": 0.014125224947929383, "selected_pairs": 27152.4, "state_query_norm": 45.07663345336914, "state_relation_loss": 0.0010841890121810137, "step": 1890, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.014125224947929383, "weighted_relation_loss": 0.014125224947929383 }, { "action_query_norm": 45.08653221130371, "action_relation_loss": 0.013208841532468795, "auxiliary_loss_weight": 1.0, "epoch": 1.7773620205799814, "flow_matching_loss": 0.07263269647955894, "grad_norm": 0.2583112120628357, "learning_rate": 9.995164673390625e-05, "loss": 0.0869, "relation_loss": 0.014304338581860065, "selected_pairs": 27033.6, "state_query_norm": 45.07470855712891, "state_relation_loss": 0.0010954971192404627, "step": 1900, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.014304338581860065, "weighted_relation_loss": 0.014304338581860065 }, { "action_query_norm": 45.085619354248045, "action_relation_loss": 0.013136611878871917, "auxiliary_loss_weight": 1.0, "epoch": 1.7867165575304023, "flow_matching_loss": 0.07635155394673347, "grad_norm": 0.29145535826683044, "learning_rate": 9.994919305453059e-05, "loss": 0.0906, "relation_loss": 0.014233471639454365, "selected_pairs": 26486.7, "state_query_norm": 45.07321968078613, "state_relation_loss": 0.0010968596965540201, "step": 1910, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.014233471639454365, "weighted_relation_loss": 0.014233471639454365 }, { "action_query_norm": 45.08140106201172, "action_relation_loss": 0.011739598214626312, "auxiliary_loss_weight": 1.0, "epoch": 1.7960710944808231, "flow_matching_loss": 0.07878564968705178, "grad_norm": 0.29375478625297546, "learning_rate": 9.994667868217548e-05, "loss": 0.0917, "relation_loss": 0.012869262788444757, "selected_pairs": 27858.6, "state_query_norm": 45.07329216003418, "state_relation_loss": 0.001129664748441428, "step": 1920, "valid_action_samples": 236.5, "weighted_auxiliary_loss": 0.012869262788444757, "weighted_relation_loss": 0.012869262788444757 }, { "action_query_norm": 45.07601432800293, "action_relation_loss": 0.013129170145839452, "auxiliary_loss_weight": 1.0, "epoch": 1.8054256314312442, "flow_matching_loss": 0.07699382826685905, "grad_norm": 0.22404152154922485, "learning_rate": 9.99441036198961e-05, "loss": 0.0913, "relation_loss": 0.01428686324506998, "selected_pairs": 27152.7, "state_query_norm": 45.06900329589844, "state_relation_loss": 0.0011576930293813348, "step": 1930, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.01428686324506998, "weighted_relation_loss": 0.01428686324506998 }, { "action_query_norm": 45.07505989074707, "action_relation_loss": 0.013096177577972412, "auxiliary_loss_weight": 1.0, "epoch": 1.8147801683816651, "flow_matching_loss": 0.07600754648447036, "grad_norm": 0.3163326382637024, "learning_rate": 9.99414678708214e-05, "loss": 0.0902, "relation_loss": 0.014209241140633821, "selected_pairs": 26075.9, "state_query_norm": 45.06916847229004, "state_relation_loss": 0.0011130635335575788, "step": 1940, "valid_action_samples": 228.8, "weighted_auxiliary_loss": 0.014209241140633821, "weighted_relation_loss": 0.014209241140633821 }, { "action_query_norm": 45.06918220520019, "action_relation_loss": 0.012018426228314638, "auxiliary_loss_weight": 1.0, "epoch": 1.824134705332086, "flow_matching_loss": 0.0739514522254467, "grad_norm": 0.30062437057495117, "learning_rate": 9.993877143815407e-05, "loss": 0.0871, "relation_loss": 0.013109857123345137, "selected_pairs": 26204.5, "state_query_norm": 45.068647384643555, "state_relation_loss": 0.0010914309823419899, "step": 1950, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.013109857123345137, "weighted_relation_loss": 0.013109857123345137 }, { "action_query_norm": 45.065527725219724, "action_relation_loss": 0.01302949795499444, "auxiliary_loss_weight": 1.0, "epoch": 1.833489242282507, "flow_matching_loss": 0.07340925037860871, "grad_norm": 0.2491753101348877, "learning_rate": 9.993601432517053e-05, "loss": 0.0875, "relation_loss": 0.014077496156096459, "selected_pairs": 26369.8, "state_query_norm": 45.06706581115723, "state_relation_loss": 0.0010479982476681471, "step": 1960, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.014077496156096459, "weighted_relation_loss": 0.014077496156096459 }, { "action_query_norm": 45.063592529296876, "action_relation_loss": 0.012758486624807119, "auxiliary_loss_weight": 1.0, "epoch": 1.842843779232928, "flow_matching_loss": 0.07305736094713211, "grad_norm": 0.22951185703277588, "learning_rate": 9.993319653522091e-05, "loss": 0.087, "relation_loss": 0.013898764736950397, "selected_pairs": 26216.1, "state_query_norm": 45.0622974395752, "state_relation_loss": 0.0011402780015487223, "step": 1970, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.013898764736950397, "weighted_relation_loss": 0.013898764736950397 }, { "action_query_norm": 45.06616134643555, "action_relation_loss": 0.012507059331983327, "auxiliary_loss_weight": 1.0, "epoch": 1.8521983161833488, "flow_matching_loss": 0.07520819902420044, "grad_norm": 0.22311833500862122, "learning_rate": 9.993031807172911e-05, "loss": 0.0888, "relation_loss": 0.01360583482310176, "selected_pairs": 26673.4, "state_query_norm": 45.065264511108396, "state_relation_loss": 0.001098775491118431, "step": 1980, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.01360583482310176, "weighted_relation_loss": 0.01360583482310176 }, { "action_query_norm": 45.060917663574216, "action_relation_loss": 0.012058415170758962, "auxiliary_loss_weight": 1.0, "epoch": 1.86155285313377, "flow_matching_loss": 0.07519553527235985, "grad_norm": 0.16246120631694794, "learning_rate": 9.992737893819273e-05, "loss": 0.0883, "relation_loss": 0.013111897464841604, "selected_pairs": 26311.4, "state_query_norm": 45.06254920959473, "state_relation_loss": 0.0010534822125919164, "step": 1990, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.013111897464841604, "weighted_relation_loss": 0.013111897464841604 }, { "action_query_norm": 45.05859603881836, "action_relation_loss": 0.012424052134156227, "auxiliary_loss_weight": 1.0, "epoch": 1.8709073900841908, "flow_matching_loss": 0.07474018633365631, "grad_norm": 0.2720249593257904, "learning_rate": 9.992437913818312e-05, "loss": 0.0883, "relation_loss": 0.013556331396102905, "selected_pairs": 26806.5, "state_query_norm": 45.05905113220215, "state_relation_loss": 0.0011322793201543392, "step": 2000, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.013556331396102905, "weighted_relation_loss": 0.013556331396102905 }, { "action_query_norm": 45.052519989013675, "action_relation_loss": 0.012499096430838108, "auxiliary_loss_weight": 1.0, "epoch": 1.8802619270346117, "flow_matching_loss": 0.07457466199994087, "grad_norm": 0.2561357915401459, "learning_rate": 9.992131867534526e-05, "loss": 0.0882, "relation_loss": 0.013621976412832738, "selected_pairs": 27383.8, "state_query_norm": 45.05854263305664, "state_relation_loss": 0.0011228799005039037, "step": 2010, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.013621976412832738, "weighted_relation_loss": 0.013621976412832738 }, { "action_query_norm": 45.05081405639648, "action_relation_loss": 0.012465731799602508, "auxiliary_loss_weight": 1.0, "epoch": 1.8896164639850328, "flow_matching_loss": 0.07618649303913116, "grad_norm": 0.20400717854499817, "learning_rate": 9.991819755339796e-05, "loss": 0.0897, "relation_loss": 0.013511249795556068, "selected_pairs": 26844.6, "state_query_norm": 45.05574493408203, "state_relation_loss": 0.00104551812983118, "step": 2020, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.013511249795556068, "weighted_relation_loss": 0.013511249795556068 }, { "action_query_norm": 45.04685592651367, "action_relation_loss": 0.012215229123830796, "auxiliary_loss_weight": 1.0, "epoch": 1.8989710009354537, "flow_matching_loss": 0.0746017873287201, "grad_norm": 0.21732695400714874, "learning_rate": 9.991501577613365e-05, "loss": 0.0879, "relation_loss": 0.013249435741454364, "selected_pairs": 26619.7, "state_query_norm": 45.055724716186525, "state_relation_loss": 0.0010342066234443337, "step": 2030, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.013249435741454364, "weighted_relation_loss": 0.013249435741454364 }, { "action_query_norm": 45.04971351623535, "action_relation_loss": 0.011708487290889025, "auxiliary_loss_weight": 1.0, "epoch": 1.9083255378858746, "flow_matching_loss": 0.07550494223833085, "grad_norm": 0.24039649963378906, "learning_rate": 9.99117733474185e-05, "loss": 0.0883, "relation_loss": 0.012768849264830351, "selected_pairs": 26871.5, "state_query_norm": 45.05273284912109, "state_relation_loss": 0.0010603619855828583, "step": 2040, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.012768849264830351, "weighted_relation_loss": 0.012768849264830351 }, { "action_query_norm": 45.04511642456055, "action_relation_loss": 0.012044950295239687, "auxiliary_loss_weight": 1.0, "epoch": 1.9176800748362957, "flow_matching_loss": 0.07663976401090622, "grad_norm": 0.23461730778217316, "learning_rate": 9.990847027119234e-05, "loss": 0.0897, "relation_loss": 0.013105950132012368, "selected_pairs": 26341.8, "state_query_norm": 45.05161819458008, "state_relation_loss": 0.0010609997203573584, "step": 2050, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.013105950132012368, "weighted_relation_loss": 0.013105950132012368 }, { "action_query_norm": 45.04253387451172, "action_relation_loss": 0.01166589865460992, "auxiliary_loss_weight": 1.0, "epoch": 1.9270346117867165, "flow_matching_loss": 0.07154318951070308, "grad_norm": 0.2314489334821701, "learning_rate": 9.990510655146877e-05, "loss": 0.0843, "relation_loss": 0.012711598258465528, "selected_pairs": 26916.8, "state_query_norm": 45.051456451416016, "state_relation_loss": 0.0010456994466949254, "step": 2060, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.012711598258465528, "weighted_relation_loss": 0.012711598258465528 }, { "action_query_norm": 45.039765167236325, "action_relation_loss": 0.011266223154962063, "auxiliary_loss_weight": 1.0, "epoch": 1.9363891487371374, "flow_matching_loss": 0.0743184246122837, "grad_norm": 0.25447869300842285, "learning_rate": 9.990168219233496e-05, "loss": 0.0867, "relation_loss": 0.012345515098422766, "selected_pairs": 27174.8, "state_query_norm": 45.04839973449707, "state_relation_loss": 0.0010792921006213874, "step": 2070, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.012345515098422766, "weighted_relation_loss": 0.012345515098422766 }, { "action_query_norm": 45.038000869750974, "action_relation_loss": 0.012089511938393116, "auxiliary_loss_weight": 1.0, "epoch": 1.9457436856875585, "flow_matching_loss": 0.07355519235134125, "grad_norm": 0.18083330988883972, "learning_rate": 9.989819719795188e-05, "loss": 0.0867, "relation_loss": 0.013169898837804794, "selected_pairs": 27056.8, "state_query_norm": 45.04972801208496, "state_relation_loss": 0.0010803869809024036, "step": 2080, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.013169898837804794, "weighted_relation_loss": 0.013169898837804794 }, { "action_query_norm": 45.036560440063475, "action_relation_loss": 0.012050179112702609, "auxiliary_loss_weight": 1.0, "epoch": 1.9550982226379794, "flow_matching_loss": 0.07032805457711219, "grad_norm": 0.22176845371723175, "learning_rate": 9.989465157255412e-05, "loss": 0.0835, "relation_loss": 0.013131276424974202, "selected_pairs": 26812.1, "state_query_norm": 45.04936485290527, "state_relation_loss": 0.0010810972831677645, "step": 2090, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.013131276424974202, "weighted_relation_loss": 0.013131276424974202 }, { "action_query_norm": 45.03514060974121, "action_relation_loss": 0.012839552201330661, "auxiliary_loss_weight": 1.0, "epoch": 1.9644527595884003, "flow_matching_loss": 0.07466611862182618, "grad_norm": 0.27989640831947327, "learning_rate": 9.989104532044994e-05, "loss": 0.0885, "relation_loss": 0.013881358411163091, "selected_pairs": 26047.8, "state_query_norm": 45.04973030090332, "state_relation_loss": 0.0010418061050586403, "step": 2100, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.013881358411163091, "weighted_relation_loss": 0.013881358411163091 }, { "action_query_norm": 45.033098220825195, "action_relation_loss": 0.012179682403802872, "auxiliary_loss_weight": 1.0, "epoch": 1.9738072965388214, "flow_matching_loss": 0.07217254564166069, "grad_norm": 0.281342089176178, "learning_rate": 9.988737844602128e-05, "loss": 0.0854, "relation_loss": 0.013221915252506733, "selected_pairs": 27162.7, "state_query_norm": 45.04469451904297, "state_relation_loss": 0.001042232825420797, "step": 2110, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.013221915252506733, "weighted_relation_loss": 0.013221915252506733 }, { "action_query_norm": 45.02958374023437, "action_relation_loss": 0.011647993978112937, "auxiliary_loss_weight": 1.0, "epoch": 1.9831618334892422, "flow_matching_loss": 0.07347209602594376, "grad_norm": 0.20461000502109528, "learning_rate": 9.988365095372372e-05, "loss": 0.0861, "relation_loss": 0.012593142036348582, "selected_pairs": 27179.4, "state_query_norm": 45.04429817199707, "state_relation_loss": 0.0009451480756979436, "step": 2120, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.012593142036348582, "weighted_relation_loss": 0.012593142036348582 }, { "action_query_norm": 45.02027015686035, "action_relation_loss": 0.012358248699456453, "auxiliary_loss_weight": 1.0, "epoch": 1.9925163704396631, "flow_matching_loss": 0.0732746172696352, "grad_norm": 0.1711350679397583, "learning_rate": 9.987986284808654e-05, "loss": 0.0866, "relation_loss": 0.013358073588460685, "selected_pairs": 26916.4, "state_query_norm": 45.04419860839844, "state_relation_loss": 0.000999824987957254, "step": 2130, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.013358073588460685, "weighted_relation_loss": 0.013358073588460685 }, { "action_query_norm": 45.019721603393556, "action_relation_loss": 0.011374303419142962, "auxiliary_loss_weight": 1.0, "epoch": 2.001870907390084, "flow_matching_loss": 0.07314998544752598, "grad_norm": 0.19197607040405273, "learning_rate": 9.987601413371264e-05, "loss": 0.0855, "relation_loss": 0.012331152986735105, "selected_pairs": 24556.9, "state_query_norm": 45.03945121765137, "state_relation_loss": 0.0009568495152052492, "step": 2140, "valid_action_samples": 215.2, "weighted_auxiliary_loss": 0.012331152986735105, "weighted_relation_loss": 0.012331152986735105 }, { "action_query_norm": 45.01828193664551, "action_relation_loss": 0.012000446300953626, "auxiliary_loss_weight": 1.0, "epoch": 2.0112254443405053, "flow_matching_loss": 0.07883658334612846, "grad_norm": 0.2544567286968231, "learning_rate": 9.987210481527855e-05, "loss": 0.0918, "relation_loss": 0.013011598307639361, "selected_pairs": 26400.0, "state_query_norm": 45.038364028930665, "state_relation_loss": 0.0010111519251950086, "step": 2150, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.013011598307639361, "weighted_relation_loss": 0.013011598307639361 }, { "action_query_norm": 45.019202041625974, "action_relation_loss": 0.01200074478983879, "auxiliary_loss_weight": 1.0, "epoch": 2.020579981290926, "flow_matching_loss": 0.0753841146826744, "grad_norm": 0.300721138715744, "learning_rate": 9.98681348975345e-05, "loss": 0.0883, "relation_loss": 0.01296262526884675, "selected_pairs": 26648.1, "state_query_norm": 45.03812103271484, "state_relation_loss": 0.0009618803567718714, "step": 2160, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.01296262526884675, "weighted_relation_loss": 0.01296262526884675 }, { "action_query_norm": 45.01735916137695, "action_relation_loss": 0.012589353043586016, "auxiliary_loss_weight": 1.0, "epoch": 2.029934518241347, "flow_matching_loss": 0.0747525416314602, "grad_norm": 0.19548317790031433, "learning_rate": 9.986410438530427e-05, "loss": 0.0883, "relation_loss": 0.013593303970992565, "selected_pairs": 27128.4, "state_query_norm": 45.03539886474609, "state_relation_loss": 0.0010039508575573563, "step": 2170, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.013593303970992565, "weighted_relation_loss": 0.013593303970992565 }, { "action_query_norm": 45.02068824768067, "action_relation_loss": 0.011827005911618471, "auxiliary_loss_weight": 1.0, "epoch": 2.039289055191768, "flow_matching_loss": 0.07132745906710625, "grad_norm": 0.2319287359714508, "learning_rate": 9.986001328348534e-05, "loss": 0.0841, "relation_loss": 0.012788462173193692, "selected_pairs": 27291.6, "state_query_norm": 45.03465538024902, "state_relation_loss": 0.0009614562615752221, "step": 2180, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.012788462173193692, "weighted_relation_loss": 0.012788462173193692 }, { "action_query_norm": 45.01231842041015, "action_relation_loss": 0.011974423099309206, "auxiliary_loss_weight": 1.0, "epoch": 2.048643592142189, "flow_matching_loss": 0.07008712403476239, "grad_norm": 0.24836835265159607, "learning_rate": 9.985586159704878e-05, "loss": 0.0829, "relation_loss": 0.012852758169174194, "selected_pairs": 26761.1, "state_query_norm": 45.03410873413086, "state_relation_loss": 0.0008783351688180119, "step": 2190, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.012852758169174194, "weighted_relation_loss": 0.012852758169174194 }, { "action_query_norm": 45.01022605895996, "action_relation_loss": 0.011566811427474021, "auxiliary_loss_weight": 1.0, "epoch": 2.05799812909261, "flow_matching_loss": 0.07357986718416214, "grad_norm": 0.1801110804080963, "learning_rate": 9.985164933103929e-05, "loss": 0.0861, "relation_loss": 0.01249657105654478, "selected_pairs": 26971.8, "state_query_norm": 45.03311004638672, "state_relation_loss": 0.0009297596348915249, "step": 2200, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.01249657105654478, "weighted_relation_loss": 0.01249657105654478 }, { "action_query_norm": 45.00823059082031, "action_relation_loss": 0.011741234362125397, "auxiliary_loss_weight": 1.0, "epoch": 2.067352666043031, "flow_matching_loss": 0.07229062393307686, "grad_norm": 0.2581319510936737, "learning_rate": 9.984737649057513e-05, "loss": 0.085, "relation_loss": 0.012734964862465859, "selected_pairs": 26928.6, "state_query_norm": 45.0316879272461, "state_relation_loss": 0.0009937305527273565, "step": 2210, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.012734964862465859, "weighted_relation_loss": 0.012734964862465859 }, { "action_query_norm": 45.00345039367676, "action_relation_loss": 0.012371599581092596, "auxiliary_loss_weight": 1.0, "epoch": 2.0767072029934517, "flow_matching_loss": 0.07417081072926521, "grad_norm": 0.1729535013437271, "learning_rate": 9.984304308084827e-05, "loss": 0.0875, "relation_loss": 0.013321974780410528, "selected_pairs": 26822.9, "state_query_norm": 45.031700134277344, "state_relation_loss": 0.0009503752109594644, "step": 2220, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.013321974780410528, "weighted_relation_loss": 0.013321974780410528 }, { "action_query_norm": 44.999171829223634, "action_relation_loss": 0.012140569090843201, "auxiliary_loss_weight": 1.0, "epoch": 2.086061739943873, "flow_matching_loss": 0.07512362822890281, "grad_norm": 0.2285943180322647, "learning_rate": 9.983864910712416e-05, "loss": 0.0883, "relation_loss": 0.013134855963289737, "selected_pairs": 27156.8, "state_query_norm": 45.02971839904785, "state_relation_loss": 0.0009942868317011743, "step": 2230, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.013134855963289737, "weighted_relation_loss": 0.013134855963289737 }, { "action_query_norm": 44.99949264526367, "action_relation_loss": 0.011781747918576002, "auxiliary_loss_weight": 1.0, "epoch": 2.095416276894294, "flow_matching_loss": 0.07453542351722717, "grad_norm": 0.1941005438566208, "learning_rate": 9.98341945747419e-05, "loss": 0.0873, "relation_loss": 0.012797153927385807, "selected_pairs": 27174.6, "state_query_norm": 45.02790832519531, "state_relation_loss": 0.001015405950602144, "step": 2240, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.012797153927385807, "weighted_relation_loss": 0.012797153927385807 }, { "action_query_norm": 44.99829292297363, "action_relation_loss": 0.01172624034807086, "auxiliary_loss_weight": 1.0, "epoch": 2.1047708138447145, "flow_matching_loss": 0.07643972113728523, "grad_norm": 0.16580119729042053, "learning_rate": 9.98296794891142e-05, "loss": 0.0892, "relation_loss": 0.012758167646825313, "selected_pairs": 27131.5, "state_query_norm": 45.02574119567871, "state_relation_loss": 0.0010319272172637285, "step": 2250, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.012758167646825313, "weighted_relation_loss": 0.012758167646825313 }, { "action_query_norm": 44.9968017578125, "action_relation_loss": 0.012116635963320733, "auxiliary_loss_weight": 1.0, "epoch": 2.1141253507951356, "flow_matching_loss": 0.0773981012403965, "grad_norm": 0.234228253364563, "learning_rate": 9.982510385572725e-05, "loss": 0.0906, "relation_loss": 0.013153400365263223, "selected_pairs": 26824.4, "state_query_norm": 45.02608451843262, "state_relation_loss": 0.001036764495074749, "step": 2260, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.013153400365263223, "weighted_relation_loss": 0.013153400365263223 }, { "action_query_norm": 44.99062385559082, "action_relation_loss": 0.011898133158683776, "auxiliary_loss_weight": 1.0, "epoch": 2.1234798877455567, "flow_matching_loss": 0.07678029537200928, "grad_norm": 0.2878287434577942, "learning_rate": 9.982046768014094e-05, "loss": 0.0897, "relation_loss": 0.012956959567964077, "selected_pairs": 26792.6, "state_query_norm": 45.02564582824707, "state_relation_loss": 0.0010588265140540898, "step": 2270, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.012956959567964077, "weighted_relation_loss": 0.012956959567964077 }, { "action_query_norm": 44.99194145202637, "action_relation_loss": 0.011441702954471111, "auxiliary_loss_weight": 1.0, "epoch": 2.1328344246959774, "flow_matching_loss": 0.07152113541960717, "grad_norm": 0.22964707016944885, "learning_rate": 9.981577096798863e-05, "loss": 0.0839, "relation_loss": 0.012399575393646955, "selected_pairs": 26942.0, "state_query_norm": 45.023658752441406, "state_relation_loss": 0.0009578725090250373, "step": 2280, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.012399575393646955, "weighted_relation_loss": 0.012399575393646955 }, { "action_query_norm": 44.99151725769043, "action_relation_loss": 0.011639506090432405, "auxiliary_loss_weight": 1.0, "epoch": 2.1421889616463985, "flow_matching_loss": 0.07141118645668029, "grad_norm": 0.22504231333732605, "learning_rate": 9.981101372497727e-05, "loss": 0.084, "relation_loss": 0.012604463752359152, "selected_pairs": 26789.0, "state_query_norm": 45.02409439086914, "state_relation_loss": 0.0009649576735682785, "step": 2290, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.012604463752359152, "weighted_relation_loss": 0.012604463752359152 }, { "action_query_norm": 44.98466186523437, "action_relation_loss": 0.011153768096119166, "auxiliary_loss_weight": 1.0, "epoch": 2.1515434985968196, "flow_matching_loss": 0.07070473358035087, "grad_norm": 0.1688978374004364, "learning_rate": 9.980619595688737e-05, "loss": 0.0828, "relation_loss": 0.012133438978344202, "selected_pairs": 26996.1, "state_query_norm": 45.02128448486328, "state_relation_loss": 0.0009796709113288672, "step": 2300, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.012133438978344202, "weighted_relation_loss": 0.012133438978344202 }, { "action_query_norm": 44.9855541229248, "action_relation_loss": 0.011230128165334464, "auxiliary_loss_weight": 1.0, "epoch": 2.1608980355472402, "flow_matching_loss": 0.07211866676807403, "grad_norm": 0.2949434518814087, "learning_rate": 9.980131766957295e-05, "loss": 0.0843, "relation_loss": 0.012181219551712275, "selected_pairs": 26411.7, "state_query_norm": 45.0219783782959, "state_relation_loss": 0.0009510913339909166, "step": 2310, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.012181219551712275, "weighted_relation_loss": 0.012181219551712275 }, { "action_query_norm": 44.98130416870117, "action_relation_loss": 0.011799391824752092, "auxiliary_loss_weight": 1.0, "epoch": 2.1702525724976613, "flow_matching_loss": 0.0747261993587017, "grad_norm": 0.2606983780860901, "learning_rate": 9.979637886896163e-05, "loss": 0.0875, "relation_loss": 0.012818972114473581, "selected_pairs": 26457.8, "state_query_norm": 45.02121696472168, "state_relation_loss": 0.0010195802664384247, "step": 2320, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.012818972114473581, "weighted_relation_loss": 0.012818972114473581 }, { "action_query_norm": 44.98053817749023, "action_relation_loss": 0.01175501262769103, "auxiliary_loss_weight": 1.0, "epoch": 2.1796071094480824, "flow_matching_loss": 0.07280634343624115, "grad_norm": 0.2281946837902069, "learning_rate": 9.979137956105447e-05, "loss": 0.0855, "relation_loss": 0.012658810056746007, "selected_pairs": 26272.8, "state_query_norm": 45.01672134399414, "state_relation_loss": 0.0009037974756211043, "step": 2330, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.012658810056746007, "weighted_relation_loss": 0.012658810056746007 }, { "action_query_norm": 44.98101272583008, "action_relation_loss": 0.01201686281710863, "auxiliary_loss_weight": 1.0, "epoch": 2.188961646398503, "flow_matching_loss": 0.07394763305783272, "grad_norm": 0.21026766300201416, "learning_rate": 9.978631975192613e-05, "loss": 0.0869, "relation_loss": 0.012940130848437547, "selected_pairs": 27174.2, "state_query_norm": 45.014878845214845, "state_relation_loss": 0.0009232680546119809, "step": 2340, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.012940130848437547, "weighted_relation_loss": 0.012940130848437547 }, { "action_query_norm": 44.98126335144043, "action_relation_loss": 0.011828952468931675, "auxiliary_loss_weight": 1.0, "epoch": 2.198316183348924, "flow_matching_loss": 0.06982225067913532, "grad_norm": 0.1711663007736206, "learning_rate": 9.978119944772475e-05, "loss": 0.0826, "relation_loss": 0.012737864442169667, "selected_pairs": 27102.6, "state_query_norm": 45.01271781921387, "state_relation_loss": 0.0009089120430871844, "step": 2350, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.012737864442169667, "weighted_relation_loss": 0.012737864442169667 }, { "action_query_norm": 44.97556991577149, "action_relation_loss": 0.01227588513866067, "auxiliary_loss_weight": 1.0, "epoch": 2.2076707202993453, "flow_matching_loss": 0.07364902049303054, "grad_norm": 0.2672383487224579, "learning_rate": 9.977601865467197e-05, "loss": 0.0869, "relation_loss": 0.013217470049858094, "selected_pairs": 26735.8, "state_query_norm": 45.01035919189453, "state_relation_loss": 0.0009415849752258509, "step": 2360, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.013217470049858094, "weighted_relation_loss": 0.013217470049858094 }, { "action_query_norm": 44.973345565795896, "action_relation_loss": 0.012219636794179678, "auxiliary_loss_weight": 1.0, "epoch": 2.217025257249766, "flow_matching_loss": 0.07418671324849128, "grad_norm": 0.18414361774921417, "learning_rate": 9.977077737906297e-05, "loss": 0.0873, "relation_loss": 0.013136938959360123, "selected_pairs": 27174.6, "state_query_norm": 45.00948028564453, "state_relation_loss": 0.0009173022292088718, "step": 2370, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.013136938959360123, "weighted_relation_loss": 0.013136938959360123 }, { "action_query_norm": 44.97079963684082, "action_relation_loss": 0.011145231872797012, "auxiliary_loss_weight": 1.0, "epoch": 2.226379794200187, "flow_matching_loss": 0.0723235361278057, "grad_norm": 0.17498570680618286, "learning_rate": 9.976547562726636e-05, "loss": 0.0844, "relation_loss": 0.012106426618993282, "selected_pairs": 26759.0, "state_query_norm": 45.00740013122559, "state_relation_loss": 0.000961194938281551, "step": 2380, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.012106426618993282, "weighted_relation_loss": 0.012106426618993282 }, { "action_query_norm": 44.962451171875, "action_relation_loss": 0.011580782849341631, "auxiliary_loss_weight": 1.0, "epoch": 2.235734331150608, "flow_matching_loss": 0.06974669471383095, "grad_norm": 0.1911175400018692, "learning_rate": 9.976011340572429e-05, "loss": 0.0823, "relation_loss": 0.012528859172016382, "selected_pairs": 27153.0, "state_query_norm": 45.00579681396484, "state_relation_loss": 0.0009480763517785817, "step": 2390, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.012528859172016382, "weighted_relation_loss": 0.012528859172016382 }, { "action_query_norm": 44.96398582458496, "action_relation_loss": 0.011357927508652211, "auxiliary_loss_weight": 1.0, "epoch": 2.245088868101029, "flow_matching_loss": 0.07332026362419128, "grad_norm": 0.19388031959533691, "learning_rate": 9.975469072095237e-05, "loss": 0.0856, "relation_loss": 0.012260048184543848, "selected_pairs": 26781.3, "state_query_norm": 45.00832748413086, "state_relation_loss": 0.0009021207340992987, "step": 2400, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.012260048184543848, "weighted_relation_loss": 0.012260048184543848 }, { "action_query_norm": 44.960931396484376, "action_relation_loss": 0.010873091407120228, "auxiliary_loss_weight": 1.0, "epoch": 2.25444340505145, "flow_matching_loss": 0.07163400948047638, "grad_norm": 0.21477831900119781, "learning_rate": 9.974920757953965e-05, "loss": 0.0834, "relation_loss": 0.011809319350868463, "selected_pairs": 26433.6, "state_query_norm": 45.005330657958986, "state_relation_loss": 0.000936227961210534, "step": 2410, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.011809319350868463, "weighted_relation_loss": 0.011809319350868463 }, { "action_query_norm": 44.95571327209473, "action_relation_loss": 0.010911241732537746, "auxiliary_loss_weight": 1.0, "epoch": 2.263797942001871, "flow_matching_loss": 0.0703727077692747, "grad_norm": 0.22327497601509094, "learning_rate": 9.97436639881487e-05, "loss": 0.0822, "relation_loss": 0.011842901539057493, "selected_pairs": 27059.9, "state_query_norm": 45.004351425170896, "state_relation_loss": 0.0009316597192082554, "step": 2420, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.011842901539057493, "weighted_relation_loss": 0.011842901539057493 }, { "action_query_norm": 44.95166931152344, "action_relation_loss": 0.011332139000296592, "auxiliary_loss_weight": 1.0, "epoch": 2.2731524789522917, "flow_matching_loss": 0.07167470529675483, "grad_norm": 0.1772642731666565, "learning_rate": 9.973805995351545e-05, "loss": 0.084, "relation_loss": 0.012305320426821708, "selected_pairs": 26532.1, "state_query_norm": 45.00357246398926, "state_relation_loss": 0.0009731813392136246, "step": 2430, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.012305320426821708, "weighted_relation_loss": 0.012305320426821708 }, { "action_query_norm": 44.95399971008301, "action_relation_loss": 0.011517503764480352, "auxiliary_loss_weight": 1.0, "epoch": 2.2825070159027128, "flow_matching_loss": 0.0735580176115036, "grad_norm": 0.1587660163640976, "learning_rate": 9.973239548244939e-05, "loss": 0.086, "relation_loss": 0.01243015481159091, "selected_pairs": 26501.9, "state_query_norm": 45.000976181030275, "state_relation_loss": 0.0009126509947236627, "step": 2440, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.01243015481159091, "weighted_relation_loss": 0.01243015481159091 }, { "action_query_norm": 44.95223121643066, "action_relation_loss": 0.011245640739798547, "auxiliary_loss_weight": 1.0, "epoch": 2.291861552853134, "flow_matching_loss": 0.07228179946541786, "grad_norm": 0.20324696600437164, "learning_rate": 9.972667058183333e-05, "loss": 0.0844, "relation_loss": 0.012100636772811414, "selected_pairs": 26342.6, "state_query_norm": 45.001809692382814, "state_relation_loss": 0.0008549961319658905, "step": 2450, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.012100636772811414, "weighted_relation_loss": 0.012100636772811414 }, { "action_query_norm": 44.953812789916995, "action_relation_loss": 0.011822010390460491, "auxiliary_loss_weight": 1.0, "epoch": 2.301216089803555, "flow_matching_loss": 0.07030661068856717, "grad_norm": 0.26009029150009155, "learning_rate": 9.972088525862362e-05, "loss": 0.083, "relation_loss": 0.012705072946846484, "selected_pairs": 26660.3, "state_query_norm": 44.99949226379395, "state_relation_loss": 0.0008830626145936548, "step": 2460, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.012705072946846484, "weighted_relation_loss": 0.012705072946846484 }, { "action_query_norm": 44.94292373657227, "action_relation_loss": 0.011228303425014019, "auxiliary_loss_weight": 1.0, "epoch": 2.3105706267539756, "flow_matching_loss": 0.07254029288887978, "grad_norm": 0.26120442152023315, "learning_rate": 9.971503951984995e-05, "loss": 0.0847, "relation_loss": 0.01215129904448986, "selected_pairs": 26997.4, "state_query_norm": 44.999430084228514, "state_relation_loss": 0.0009229956718627364, "step": 2470, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.01215129904448986, "weighted_relation_loss": 0.01215129904448986 }, { "action_query_norm": 44.9452709197998, "action_relation_loss": 0.01141803916543722, "auxiliary_loss_weight": 1.0, "epoch": 2.3199251637043967, "flow_matching_loss": 0.07343965955078602, "grad_norm": 0.29065564274787903, "learning_rate": 9.970913337261543e-05, "loss": 0.0858, "relation_loss": 0.012392653338611125, "selected_pairs": 26327.1, "state_query_norm": 44.99717254638672, "state_relation_loss": 0.0009746140392962843, "step": 2480, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.012392653338611125, "weighted_relation_loss": 0.012392653338611125 }, { "action_query_norm": 44.944190979003906, "action_relation_loss": 0.011799865588545799, "auxiliary_loss_weight": 1.0, "epoch": 2.3292797006548174, "flow_matching_loss": 0.07076315209269524, "grad_norm": 0.1833970546722412, "learning_rate": 9.97031668240966e-05, "loss": 0.0835, "relation_loss": 0.012736952025443315, "selected_pairs": 26544.0, "state_query_norm": 44.99543380737305, "state_relation_loss": 0.0009370863961521536, "step": 2490, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.012736952025443315, "weighted_relation_loss": 0.012736952025443315 }, { "action_query_norm": 44.93693046569824, "action_relation_loss": 0.01159356776624918, "auxiliary_loss_weight": 1.0, "epoch": 2.3386342376052385, "flow_matching_loss": 0.0702321782708168, "grad_norm": 0.19508452713489532, "learning_rate": 9.969713988154339e-05, "loss": 0.0827, "relation_loss": 0.012512745149433614, "selected_pairs": 26850.5, "state_query_norm": 44.996313858032224, "state_relation_loss": 0.0009191774646751582, "step": 2500, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.012512745149433614, "weighted_relation_loss": 0.012512745149433614 }, { "action_query_norm": 44.94007453918457, "action_relation_loss": 0.011700630653649569, "auxiliary_loss_weight": 1.0, "epoch": 2.3479887745556596, "flow_matching_loss": 0.06765017062425613, "grad_norm": 0.17681048810482025, "learning_rate": 9.969105255227906e-05, "loss": 0.0803, "relation_loss": 0.012620887719094753, "selected_pairs": 27292.8, "state_query_norm": 44.997670364379886, "state_relation_loss": 0.0009202571935020387, "step": 2510, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.012620887719094753, "weighted_relation_loss": 0.012620887719094753 }, { "action_query_norm": 44.93537559509277, "action_relation_loss": 0.01125227902084589, "auxiliary_loss_weight": 1.0, "epoch": 2.3573433115060807, "flow_matching_loss": 0.067777856066823, "grad_norm": 0.22448644042015076, "learning_rate": 9.968490484370035e-05, "loss": 0.0799, "relation_loss": 0.012142121978104114, "selected_pairs": 26249.9, "state_query_norm": 44.99356193542481, "state_relation_loss": 0.0008898429747205228, "step": 2520, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.012142121978104114, "weighted_relation_loss": 0.012142121978104114 }, { "action_query_norm": 44.93324699401855, "action_relation_loss": 0.011870872974395753, "auxiliary_loss_weight": 1.0, "epoch": 2.3666978484565013, "flow_matching_loss": 0.07206048890948295, "grad_norm": 0.1903230845928192, "learning_rate": 9.967869676327726e-05, "loss": 0.0848, "relation_loss": 0.012776136305183173, "selected_pairs": 27034.6, "state_query_norm": 44.99193077087402, "state_relation_loss": 0.0009052633831743151, "step": 2530, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.012776136305183173, "weighted_relation_loss": 0.012776136305183173 }, { "action_query_norm": 44.934376907348636, "action_relation_loss": 0.011298277694731951, "auxiliary_loss_weight": 1.0, "epoch": 2.3760523854069224, "flow_matching_loss": 0.06584054678678512, "grad_norm": 0.24720782041549683, "learning_rate": 9.96724283185532e-05, "loss": 0.078, "relation_loss": 0.012150601483881474, "selected_pairs": 27012.2, "state_query_norm": 44.991343307495114, "state_relation_loss": 0.0008523238473571837, "step": 2540, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.012150601483881474, "weighted_relation_loss": 0.012150601483881474 }, { "action_query_norm": 44.93136291503906, "action_relation_loss": 0.011588378809392452, "auxiliary_loss_weight": 1.0, "epoch": 2.385406922357343, "flow_matching_loss": 0.06984102576971055, "grad_norm": 0.23437097668647766, "learning_rate": 9.966609951714494e-05, "loss": 0.0823, "relation_loss": 0.012439709529280663, "selected_pairs": 27196.4, "state_query_norm": 44.98951873779297, "state_relation_loss": 0.0008513306092936546, "step": 2550, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.012439709529280663, "weighted_relation_loss": 0.012439709529280663 }, { "action_query_norm": 44.926479721069335, "action_relation_loss": 0.011293249297887087, "auxiliary_loss_weight": 1.0, "epoch": 2.394761459307764, "flow_matching_loss": 0.06762780398130416, "grad_norm": 0.13686680793762207, "learning_rate": 9.965971036674255e-05, "loss": 0.0798, "relation_loss": 0.012190628051757812, "selected_pairs": 27084.3, "state_query_norm": 44.98636474609375, "state_relation_loss": 0.0008973788993898779, "step": 2560, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.012190628051757812, "weighted_relation_loss": 0.012190628051757812 }, { "action_query_norm": 44.92741813659668, "action_relation_loss": 0.011631500627845525, "auxiliary_loss_weight": 1.0, "epoch": 2.4041159962581853, "flow_matching_loss": 0.06968053728342057, "grad_norm": 0.17620690166950226, "learning_rate": 9.965326087510947e-05, "loss": 0.0822, "relation_loss": 0.012508855201303959, "selected_pairs": 26484.4, "state_query_norm": 44.987907791137694, "state_relation_loss": 0.000877354567637667, "step": 2570, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.012508855201303959, "weighted_relation_loss": 0.012508855201303959 }, { "action_query_norm": 44.92230033874512, "action_relation_loss": 0.010961262974888086, "auxiliary_loss_weight": 1.0, "epoch": 2.4134705332086064, "flow_matching_loss": 0.0708658903837204, "grad_norm": 0.20926114916801453, "learning_rate": 9.964675105008244e-05, "loss": 0.0827, "relation_loss": 0.01179443635046482, "selected_pairs": 27292.2, "state_query_norm": 44.98499221801758, "state_relation_loss": 0.0008331734745297581, "step": 2580, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.01179443635046482, "weighted_relation_loss": 0.01179443635046482 }, { "action_query_norm": 44.91548156738281, "action_relation_loss": 0.011754566989839076, "auxiliary_loss_weight": 1.0, "epoch": 2.422825070159027, "flow_matching_loss": 0.0692298136651516, "grad_norm": 0.17989197373390198, "learning_rate": 9.964018089957147e-05, "loss": 0.0818, "relation_loss": 0.012610552366822958, "selected_pairs": 26940.8, "state_query_norm": 44.982377243041995, "state_relation_loss": 0.0008559853071346879, "step": 2590, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.012610552366822958, "weighted_relation_loss": 0.012610552366822958 }, { "action_query_norm": 44.92113494873047, "action_relation_loss": 0.010783608071506023, "auxiliary_loss_weight": 1.0, "epoch": 2.432179607109448, "flow_matching_loss": 0.07199509516358375, "grad_norm": 0.18305398523807526, "learning_rate": 9.963355043155996e-05, "loss": 0.0836, "relation_loss": 0.011648677382618189, "selected_pairs": 27510.0, "state_query_norm": 44.98551635742187, "state_relation_loss": 0.0008650692412629724, "step": 2600, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.011648677382618189, "weighted_relation_loss": 0.011648677382618189 }, { "action_query_norm": 44.90741119384766, "action_relation_loss": 0.011434193514287472, "auxiliary_loss_weight": 1.0, "epoch": 2.441534144059869, "flow_matching_loss": 0.06908653303980827, "grad_norm": 0.16626454889774323, "learning_rate": 9.962685965410455e-05, "loss": 0.0814, "relation_loss": 0.012322483584284782, "selected_pairs": 27034.6, "state_query_norm": 44.98034934997558, "state_relation_loss": 0.000888290093280375, "step": 2610, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.012322483584284782, "weighted_relation_loss": 0.012322483584284782 }, { "action_query_norm": 44.902574157714845, "action_relation_loss": 0.011360792070627212, "auxiliary_loss_weight": 1.0, "epoch": 2.45088868101029, "flow_matching_loss": 0.0708805114030838, "grad_norm": 0.15640434622764587, "learning_rate": 9.962010857533514e-05, "loss": 0.0832, "relation_loss": 0.01230196300894022, "selected_pairs": 27198.1, "state_query_norm": 44.9776252746582, "state_relation_loss": 0.0009411710023414343, "step": 2620, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.01230196300894022, "weighted_relation_loss": 0.01230196300894022 }, { "action_query_norm": 44.900861740112305, "action_relation_loss": 0.01171939205378294, "auxiliary_loss_weight": 1.0, "epoch": 2.460243217960711, "flow_matching_loss": 0.07314113304018974, "grad_norm": 0.1942974179983139, "learning_rate": 9.961329720345493e-05, "loss": 0.0857, "relation_loss": 0.012602482084184885, "selected_pairs": 26640.0, "state_query_norm": 44.978908920288085, "state_relation_loss": 0.000883089954731986, "step": 2630, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.012602482084184885, "weighted_relation_loss": 0.012602482084184885 }, { "action_query_norm": 44.90378952026367, "action_relation_loss": 0.011211552377790212, "auxiliary_loss_weight": 1.0, "epoch": 2.469597754911132, "flow_matching_loss": 0.07085808254778385, "grad_norm": 0.20636595785617828, "learning_rate": 9.96064255467404e-05, "loss": 0.083, "relation_loss": 0.012117481976747512, "selected_pairs": 27201.6, "state_query_norm": 44.97616882324219, "state_relation_loss": 0.00090592946507968, "step": 2640, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.012117481976747512, "weighted_relation_loss": 0.012117481976747512 }, { "action_query_norm": 44.8996768951416, "action_relation_loss": 0.010829063039273024, "auxiliary_loss_weight": 1.0, "epoch": 2.4789522918615527, "flow_matching_loss": 0.06969154551625252, "grad_norm": 0.19912803173065186, "learning_rate": 9.959949361354126e-05, "loss": 0.0815, "relation_loss": 0.011782785039395094, "selected_pairs": 27217.7, "state_query_norm": 44.974478530883786, "state_relation_loss": 0.0009537218138575554, "step": 2650, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.011782785039395094, "weighted_relation_loss": 0.011782785039395094 }, { "action_query_norm": 44.900917053222656, "action_relation_loss": 0.011969286203384399, "auxiliary_loss_weight": 1.0, "epoch": 2.488306828811974, "flow_matching_loss": 0.07150096967816352, "grad_norm": 0.2286519557237625, "learning_rate": 9.959250141228045e-05, "loss": 0.0844, "relation_loss": 0.01292281886562705, "selected_pairs": 26270.9, "state_query_norm": 44.974670028686525, "state_relation_loss": 0.0009535327611956745, "step": 2660, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.01292281886562705, "weighted_relation_loss": 0.01292281886562705 }, { "action_query_norm": 44.89425811767578, "action_relation_loss": 0.010913683380931617, "auxiliary_loss_weight": 1.0, "epoch": 2.497661365762395, "flow_matching_loss": 0.07095120698213578, "grad_norm": 0.18568243086338043, "learning_rate": 9.958544895145414e-05, "loss": 0.0828, "relation_loss": 0.011809489969164134, "selected_pairs": 26920.5, "state_query_norm": 44.97176895141602, "state_relation_loss": 0.0008958065882325172, "step": 2670, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.011809489969164134, "weighted_relation_loss": 0.011809489969164134 }, { "action_query_norm": 44.88583679199219, "action_relation_loss": 0.010539034195244313, "auxiliary_loss_weight": 1.0, "epoch": 2.5070159027128156, "flow_matching_loss": 0.06859979927539825, "grad_norm": 0.13823267817497253, "learning_rate": 9.957833623963177e-05, "loss": 0.08, "relation_loss": 0.011384271830320359, "selected_pairs": 27243.8, "state_query_norm": 44.974524307250974, "state_relation_loss": 0.0008452374953776598, "step": 2680, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.011384271830320359, "weighted_relation_loss": 0.011384271830320359 }, { "action_query_norm": 44.88512840270996, "action_relation_loss": 0.010831086430698633, "auxiliary_loss_weight": 1.0, "epoch": 2.5163704396632367, "flow_matching_loss": 0.07020974829792977, "grad_norm": 0.17995524406433105, "learning_rate": 9.957116328545593e-05, "loss": 0.0819, "relation_loss": 0.01167496144771576, "selected_pairs": 27427.9, "state_query_norm": 44.97302780151367, "state_relation_loss": 0.0008438750577624887, "step": 2690, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.01167496144771576, "weighted_relation_loss": 0.01167496144771576 }, { "action_query_norm": 44.88229255676269, "action_relation_loss": 0.010937930271029472, "auxiliary_loss_weight": 1.0, "epoch": 2.525724976613658, "flow_matching_loss": 0.06888384521007537, "grad_norm": 0.16782256960868835, "learning_rate": 9.956393009764244e-05, "loss": 0.0806, "relation_loss": 0.011744681652635336, "selected_pairs": 26687.0, "state_query_norm": 44.97225151062012, "state_relation_loss": 0.0008067513641435653, "step": 2700, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.011744681652635336, "weighted_relation_loss": 0.011744681652635336 }, { "action_query_norm": 44.881914901733396, "action_relation_loss": 0.010694170463830232, "auxiliary_loss_weight": 1.0, "epoch": 2.5350795135640785, "flow_matching_loss": 0.06908611506223679, "grad_norm": 0.1641542613506317, "learning_rate": 9.955663668498032e-05, "loss": 0.0806, "relation_loss": 0.011536771431565285, "selected_pairs": 27298.0, "state_query_norm": 44.971953582763675, "state_relation_loss": 0.0008426010783296079, "step": 2710, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.011536771431565285, "weighted_relation_loss": 0.011536771431565285 }, { "action_query_norm": 44.876526260375975, "action_relation_loss": 0.010792282316833735, "auxiliary_loss_weight": 1.0, "epoch": 2.5444340505144996, "flow_matching_loss": 0.06976198554039001, "grad_norm": 0.16459016501903534, "learning_rate": 9.954928305633173e-05, "loss": 0.0814, "relation_loss": 0.011611390952020883, "selected_pairs": 26898.4, "state_query_norm": 44.968649291992186, "state_relation_loss": 0.0008191084489226341, "step": 2720, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.011611390952020883, "weighted_relation_loss": 0.011611390952020883 }, { "action_query_norm": 44.87554016113281, "action_relation_loss": 0.010765784047544002, "auxiliary_loss_weight": 1.0, "epoch": 2.55378858746492, "flow_matching_loss": 0.06671322323381901, "grad_norm": 0.15973792970180511, "learning_rate": 9.954186922063204e-05, "loss": 0.0784, "relation_loss": 0.011637720931321382, "selected_pairs": 26890.7, "state_query_norm": 44.96558876037598, "state_relation_loss": 0.0008719369070604444, "step": 2730, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.011637720931321382, "weighted_relation_loss": 0.011637720931321382 }, { "action_query_norm": 44.87071304321289, "action_relation_loss": 0.010663795005530118, "auxiliary_loss_weight": 1.0, "epoch": 2.5631431244153413, "flow_matching_loss": 0.06901969201862812, "grad_norm": 0.19632209837436676, "learning_rate": 9.953439518688974e-05, "loss": 0.0806, "relation_loss": 0.011530768685042858, "selected_pairs": 26826.6, "state_query_norm": 44.964715576171876, "state_relation_loss": 0.0008669735980220139, "step": 2740, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.011530768685042858, "weighted_relation_loss": 0.011530768685042858 }, { "action_query_norm": 44.86960716247559, "action_relation_loss": 0.011124265659600497, "auxiliary_loss_weight": 1.0, "epoch": 2.5724976613657624, "flow_matching_loss": 0.07026622332632541, "grad_norm": 0.1766485720872879, "learning_rate": 9.952686096418652e-05, "loss": 0.0822, "relation_loss": 0.011967555992305279, "selected_pairs": 26439.8, "state_query_norm": 44.96647911071777, "state_relation_loss": 0.0008432902512140572, "step": 2750, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.011967555992305279, "weighted_relation_loss": 0.011967555992305279 }, { "action_query_norm": 44.86138000488281, "action_relation_loss": 0.010508381482213735, "auxiliary_loss_weight": 1.0, "epoch": 2.5818521983161835, "flow_matching_loss": 0.06946047469973564, "grad_norm": 0.23311707377433777, "learning_rate": 9.951926656167714e-05, "loss": 0.0808, "relation_loss": 0.011375718843191862, "selected_pairs": 26209.9, "state_query_norm": 44.96399078369141, "state_relation_loss": 0.0008673373784404248, "step": 2760, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.011375718843191862, "weighted_relation_loss": 0.011375718843191862 }, { "action_query_norm": 44.85812263488769, "action_relation_loss": 0.011215066444128752, "auxiliary_loss_weight": 1.0, "epoch": 2.591206735266604, "flow_matching_loss": 0.06911600828170776, "grad_norm": 0.23351728916168213, "learning_rate": 9.951161198858953e-05, "loss": 0.0812, "relation_loss": 0.01208655470982194, "selected_pairs": 27171.9, "state_query_norm": 44.96313629150391, "state_relation_loss": 0.0008714881958439946, "step": 2770, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.01208655470982194, "weighted_relation_loss": 0.01208655470982194 }, { "action_query_norm": 44.853433227539064, "action_relation_loss": 0.011086639948189259, "auxiliary_loss_weight": 1.0, "epoch": 2.6005612722170253, "flow_matching_loss": 0.06976166963577271, "grad_norm": 0.21872395277023315, "learning_rate": 9.950389725422471e-05, "loss": 0.0817, "relation_loss": 0.011953829415142536, "selected_pairs": 26412.3, "state_query_norm": 44.95890846252441, "state_relation_loss": 0.0008671894727740436, "step": 2780, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.011953829415142536, "weighted_relation_loss": 0.011953829415142536 }, { "action_query_norm": 44.8518569946289, "action_relation_loss": 0.010420882422477008, "auxiliary_loss_weight": 1.0, "epoch": 2.6099158091674464, "flow_matching_loss": 0.06812901087105275, "grad_norm": 0.2007896602153778, "learning_rate": 9.949612236795682e-05, "loss": 0.0794, "relation_loss": 0.011305247340351344, "selected_pairs": 26475.2, "state_query_norm": 44.95934906005859, "state_relation_loss": 0.0008843650226481259, "step": 2790, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.011305247340351344, "weighted_relation_loss": 0.011305247340351344 }, { "action_query_norm": 44.85164566040039, "action_relation_loss": 0.010827072709798814, "auxiliary_loss_weight": 1.0, "epoch": 2.619270346117867, "flow_matching_loss": 0.07124928124248982, "grad_norm": 0.20615363121032715, "learning_rate": 9.948828733923305e-05, "loss": 0.0829, "relation_loss": 0.011611092090606689, "selected_pairs": 26981.5, "state_query_norm": 44.9602165222168, "state_relation_loss": 0.0007840193633455783, "step": 2800, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.011611092090606689, "weighted_relation_loss": 0.011611092090606689 }, { "action_query_norm": 44.84670753479004, "action_relation_loss": 0.011290707532316447, "auxiliary_loss_weight": 1.0, "epoch": 2.628624883068288, "flow_matching_loss": 0.07054553776979447, "grad_norm": 0.16455614566802979, "learning_rate": 9.948039217757374e-05, "loss": 0.0827, "relation_loss": 0.01213512709364295, "selected_pairs": 26777.2, "state_query_norm": 44.95792503356934, "state_relation_loss": 0.0008444195031188428, "step": 2810, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.01213512709364295, "weighted_relation_loss": 0.01213512709364295 }, { "action_query_norm": 44.841691207885745, "action_relation_loss": 0.010269022826105357, "auxiliary_loss_weight": 1.0, "epoch": 2.637979420018709, "flow_matching_loss": 0.06695613525807857, "grad_norm": 0.16363735496997833, "learning_rate": 9.947243689257225e-05, "loss": 0.078, "relation_loss": 0.011084669921547174, "selected_pairs": 26851.5, "state_query_norm": 44.956494140625, "state_relation_loss": 0.0008156471478287131, "step": 2820, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.011084669921547174, "weighted_relation_loss": 0.011084669921547174 }, { "action_query_norm": 44.843467712402344, "action_relation_loss": 0.010568186081945896, "auxiliary_loss_weight": 1.0, "epoch": 2.64733395696913, "flow_matching_loss": 0.06588243916630745, "grad_norm": 0.18050263822078705, "learning_rate": 9.946442149389497e-05, "loss": 0.0773, "relation_loss": 0.011399821285158396, "selected_pairs": 27103.5, "state_query_norm": 44.95458450317383, "state_relation_loss": 0.0008316352672409266, "step": 2830, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.011399821285158396, "weighted_relation_loss": 0.011399821285158396 }, { "action_query_norm": 44.84859657287598, "action_relation_loss": 0.010248535219579935, "auxiliary_loss_weight": 1.0, "epoch": 2.656688493919551, "flow_matching_loss": 0.06862531527876854, "grad_norm": 0.24039530754089355, "learning_rate": 9.945634599128139e-05, "loss": 0.0797, "relation_loss": 0.011072110198438168, "selected_pairs": 26966.8, "state_query_norm": 44.95568199157715, "state_relation_loss": 0.0008235750021412969, "step": 2840, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.011072110198438168, "weighted_relation_loss": 0.011072110198438168 }, { "action_query_norm": 44.838349151611325, "action_relation_loss": 0.010782852116972209, "auxiliary_loss_weight": 1.0, "epoch": 2.666043030869972, "flow_matching_loss": 0.07096589580178261, "grad_norm": 0.15532541275024414, "learning_rate": 9.944821039454402e-05, "loss": 0.0826, "relation_loss": 0.011617148108780385, "selected_pairs": 26851.4, "state_query_norm": 44.951530838012694, "state_relation_loss": 0.0008342960150912404, "step": 2850, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.011617148108780385, "weighted_relation_loss": 0.011617148108780385 }, { "action_query_norm": 44.838859176635744, "action_relation_loss": 0.01086726551875472, "auxiliary_loss_weight": 1.0, "epoch": 2.6753975678203927, "flow_matching_loss": 0.06798711605370045, "grad_norm": 0.21066005527973175, "learning_rate": 9.944001471356835e-05, "loss": 0.0797, "relation_loss": 0.01170002119615674, "selected_pairs": 26412.8, "state_query_norm": 44.95114440917969, "state_relation_loss": 0.000832755834562704, "step": 2860, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.01170002119615674, "weighted_relation_loss": 0.01170002119615674 }, { "action_query_norm": 44.84717063903808, "action_relation_loss": 0.01105652330443263, "auxiliary_loss_weight": 1.0, "epoch": 2.684752104770814, "flow_matching_loss": 0.0676095649600029, "grad_norm": 0.20773549377918243, "learning_rate": 9.94317589583129e-05, "loss": 0.0795, "relation_loss": 0.011856691911816597, "selected_pairs": 26855.5, "state_query_norm": 44.94594192504883, "state_relation_loss": 0.0008001686539500952, "step": 2870, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.011856691911816597, "weighted_relation_loss": 0.011856691911816597 }, { "action_query_norm": 44.83796730041504, "action_relation_loss": 0.010977223329246045, "auxiliary_loss_weight": 1.0, "epoch": 2.694106641721235, "flow_matching_loss": 0.06973748281598091, "grad_norm": 0.1847505420446396, "learning_rate": 9.942344313880922e-05, "loss": 0.0815, "relation_loss": 0.01178236324340105, "selected_pairs": 26990.4, "state_query_norm": 44.94366226196289, "state_relation_loss": 0.0008051400654949248, "step": 2880, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.01178236324340105, "weighted_relation_loss": 0.01178236324340105 }, { "action_query_norm": 44.831475830078126, "action_relation_loss": 0.011199579201638698, "auxiliary_loss_weight": 1.0, "epoch": 2.703461178671656, "flow_matching_loss": 0.07143157869577407, "grad_norm": 0.24344319105148315, "learning_rate": 9.941506726516179e-05, "loss": 0.0835, "relation_loss": 0.012036711163818836, "selected_pairs": 26854.9, "state_query_norm": 44.94412078857422, "state_relation_loss": 0.000837131985463202, "step": 2890, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.012036711163818836, "weighted_relation_loss": 0.012036711163818836 }, { "action_query_norm": 44.82925910949707, "action_relation_loss": 0.010869255382567644, "auxiliary_loss_weight": 1.0, "epoch": 2.7128157156220767, "flow_matching_loss": 0.07044810876250267, "grad_norm": 0.15952980518341064, "learning_rate": 9.94066313475481e-05, "loss": 0.0821, "relation_loss": 0.01167505318298936, "selected_pairs": 27153.3, "state_query_norm": 44.94506759643555, "state_relation_loss": 0.0008057978004217148, "step": 2900, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.01167505318298936, "weighted_relation_loss": 0.01167505318298936 }, { "action_query_norm": 44.825050354003906, "action_relation_loss": 0.010934039577841758, "auxiliary_loss_weight": 1.0, "epoch": 2.722170252572498, "flow_matching_loss": 0.07284700199961662, "grad_norm": 0.22401371598243713, "learning_rate": 9.939813539621857e-05, "loss": 0.0846, "relation_loss": 0.011764067783951759, "selected_pairs": 27087.3, "state_query_norm": 44.94102935791015, "state_relation_loss": 0.0008300281013362109, "step": 2910, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.011764067783951759, "weighted_relation_loss": 0.011764067783951759 }, { "action_query_norm": 44.82075805664063, "action_relation_loss": 0.01117693493142724, "auxiliary_loss_weight": 1.0, "epoch": 2.7315247895229184, "flow_matching_loss": 0.0702387548983097, "grad_norm": 0.20993854105472565, "learning_rate": 9.93895794214966e-05, "loss": 0.0822, "relation_loss": 0.01199390646070242, "selected_pairs": 27243.4, "state_query_norm": 44.937760543823245, "state_relation_loss": 0.000816971471067518, "step": 2920, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.01199390646070242, "weighted_relation_loss": 0.01199390646070242 }, { "action_query_norm": 44.81670799255371, "action_relation_loss": 0.010262746829539537, "auxiliary_loss_weight": 1.0, "epoch": 2.7408793264733395, "flow_matching_loss": 0.07155658304691315, "grad_norm": 0.2832571566104889, "learning_rate": 9.938096343377852e-05, "loss": 0.0827, "relation_loss": 0.011094193905591965, "selected_pairs": 27533.1, "state_query_norm": 44.93633766174317, "state_relation_loss": 0.00083144725067541, "step": 2930, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.011094193905591965, "weighted_relation_loss": 0.011094193905591965 }, { "action_query_norm": 44.8175594329834, "action_relation_loss": 0.010805576294660568, "auxiliary_loss_weight": 1.0, "epoch": 2.7502338634237606, "flow_matching_loss": 0.06934522390365601, "grad_norm": 0.24162323772907257, "learning_rate": 9.937228744353353e-05, "loss": 0.081, "relation_loss": 0.011626306176185607, "selected_pairs": 27085.0, "state_query_norm": 44.93742790222168, "state_relation_loss": 0.0008207298640627414, "step": 2940, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.011626306176185607, "weighted_relation_loss": 0.011626306176185607 }, { "action_query_norm": 44.814518737792966, "action_relation_loss": 0.010945138242095708, "auxiliary_loss_weight": 1.0, "epoch": 2.7595884003741817, "flow_matching_loss": 0.0702494129538536, "grad_norm": 0.2525192201137543, "learning_rate": 9.936355146130379e-05, "loss": 0.082, "relation_loss": 0.011738917045295238, "selected_pairs": 26713.4, "state_query_norm": 44.9359634399414, "state_relation_loss": 0.0007937787275295704, "step": 2950, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.011738917045295238, "weighted_relation_loss": 0.011738917045295238 }, { "action_query_norm": 44.80935287475586, "action_relation_loss": 0.010914412047713994, "auxiliary_loss_weight": 1.0, "epoch": 2.7689429373246024, "flow_matching_loss": 0.07169725447893142, "grad_norm": 0.18923181295394897, "learning_rate": 9.935475549770435e-05, "loss": 0.0834, "relation_loss": 0.011751255951821804, "selected_pairs": 26845.7, "state_query_norm": 44.93378219604492, "state_relation_loss": 0.0008368438517209143, "step": 2960, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.011751255951821804, "weighted_relation_loss": 0.011751255951821804 }, { "action_query_norm": 44.803450393676755, "action_relation_loss": 0.011183993425220251, "auxiliary_loss_weight": 1.0, "epoch": 2.7782974742750235, "flow_matching_loss": 0.0714639626443386, "grad_norm": 0.26774707436561584, "learning_rate": 9.934589956342315e-05, "loss": 0.0835, "relation_loss": 0.011989343911409378, "selected_pairs": 26941.4, "state_query_norm": 44.9363525390625, "state_relation_loss": 0.0008053504570852965, "step": 2970, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.011989343911409378, "weighted_relation_loss": 0.011989343911409378 }, { "action_query_norm": 44.80520439147949, "action_relation_loss": 0.010579197574406863, "auxiliary_loss_weight": 1.0, "epoch": 2.787652011225444, "flow_matching_loss": 0.06899393685162067, "grad_norm": 0.1935265064239502, "learning_rate": 9.933698366922093e-05, "loss": 0.0805, "relation_loss": 0.011456896737217902, "selected_pairs": 26626.7, "state_query_norm": 44.929209518432614, "state_relation_loss": 0.000877699168631807, "step": 2980, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.011456896737217902, "weighted_relation_loss": 0.011456896737217902 }, { "action_query_norm": 44.795627975463866, "action_relation_loss": 0.010955859813839198, "auxiliary_loss_weight": 1.0, "epoch": 2.7970065481758652, "flow_matching_loss": 0.07176174074411393, "grad_norm": 0.20405517518520355, "learning_rate": 9.93280078259314e-05, "loss": 0.0835, "relation_loss": 0.011766880098730326, "selected_pairs": 27068.2, "state_query_norm": 44.92998275756836, "state_relation_loss": 0.0008110201626550407, "step": 2990, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.011766880098730326, "weighted_relation_loss": 0.011766880098730326 }, { "action_query_norm": 44.798838424682614, "action_relation_loss": 0.010949541628360749, "auxiliary_loss_weight": 1.0, "epoch": 2.8063610851262863, "flow_matching_loss": 0.06918729841709137, "grad_norm": 0.18528912961483002, "learning_rate": 9.931897204446104e-05, "loss": 0.081, "relation_loss": 0.01180212115868926, "selected_pairs": 27126.1, "state_query_norm": 44.92725944519043, "state_relation_loss": 0.0008525796758476645, "step": 3000, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.01180212115868926, "weighted_relation_loss": 0.01180212115868926 }, { "action_query_norm": 44.790612030029294, "action_relation_loss": 0.010718497075140476, "auxiliary_loss_weight": 1.0, "epoch": 2.8157156220767074, "flow_matching_loss": 0.06675715446472168, "grad_norm": 0.21020419895648956, "learning_rate": 9.930987633578915e-05, "loss": 0.0783, "relation_loss": 0.011530837789177895, "selected_pairs": 26575.7, "state_query_norm": 44.92818641662598, "state_relation_loss": 0.000812340626725927, "step": 3010, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.011530837789177895, "weighted_relation_loss": 0.011530837789177895 }, { "action_query_norm": 44.79325828552246, "action_relation_loss": 0.011219866760075092, "auxiliary_loss_weight": 1.0, "epoch": 2.825070159027128, "flow_matching_loss": 0.06735524795949459, "grad_norm": 0.14865055680274963, "learning_rate": 9.93007207109679e-05, "loss": 0.0795, "relation_loss": 0.012112617958337069, "selected_pairs": 26312.2, "state_query_norm": 44.92591514587402, "state_relation_loss": 0.0008927511400543154, "step": 3020, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.012112617958337069, "weighted_relation_loss": 0.012112617958337069 }, { "action_query_norm": 44.7843017578125, "action_relation_loss": 0.011113011185079813, "auxiliary_loss_weight": 1.0, "epoch": 2.834424695977549, "flow_matching_loss": 0.07012971341609955, "grad_norm": 0.1625695824623108, "learning_rate": 9.929150518112224e-05, "loss": 0.0821, "relation_loss": 0.011924877949059009, "selected_pairs": 26597.0, "state_query_norm": 44.924800872802734, "state_relation_loss": 0.0008118668978568166, "step": 3030, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.011924877949059009, "weighted_relation_loss": 0.011924877949059009 }, { "action_query_norm": 44.78249244689941, "action_relation_loss": 0.010685690678656101, "auxiliary_loss_weight": 1.0, "epoch": 2.84377923292797, "flow_matching_loss": 0.0683840423822403, "grad_norm": 0.20705577731132507, "learning_rate": 9.928222975744991e-05, "loss": 0.0799, "relation_loss": 0.011510562058538199, "selected_pairs": 27404.9, "state_query_norm": 44.926943969726565, "state_relation_loss": 0.000824871368240565, "step": 3040, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.011510562058538199, "weighted_relation_loss": 0.011510562058538199 }, { "action_query_norm": 44.78505249023438, "action_relation_loss": 0.010500089079141618, "auxiliary_loss_weight": 1.0, "epoch": 2.853133769878391, "flow_matching_loss": 0.06886198483407498, "grad_norm": 0.20910923182964325, "learning_rate": 9.92728944512214e-05, "loss": 0.0801, "relation_loss": 0.011251124553382397, "selected_pairs": 26829.9, "state_query_norm": 44.9239616394043, "state_relation_loss": 0.0007510354917030782, "step": 3050, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.011251124553382397, "weighted_relation_loss": 0.011251124553382397 }, { "action_query_norm": 44.78805503845215, "action_relation_loss": 0.010529043152928352, "auxiliary_loss_weight": 1.0, "epoch": 2.862488306828812, "flow_matching_loss": 0.06990318074822426, "grad_norm": 0.17461737990379333, "learning_rate": 9.926349927378001e-05, "loss": 0.0812, "relation_loss": 0.011273283138871193, "selected_pairs": 26735.0, "state_query_norm": 44.92206344604492, "state_relation_loss": 0.0007442400266882033, "step": 3060, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.011273283138871193, "weighted_relation_loss": 0.011273283138871193 }, { "action_query_norm": 44.796121978759764, "action_relation_loss": 0.010191685426980257, "auxiliary_loss_weight": 1.0, "epoch": 2.871842843779233, "flow_matching_loss": 0.0655982717871666, "grad_norm": 0.17745737731456757, "learning_rate": 9.925404423654174e-05, "loss": 0.0765, "relation_loss": 0.010907185729593039, "selected_pairs": 26500.2, "state_query_norm": 44.922811889648436, "state_relation_loss": 0.0007155003200750798, "step": 3070, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.010907185729593039, "weighted_relation_loss": 0.010907185729593039 }, { "action_query_norm": 44.7880672454834, "action_relation_loss": 0.010536475293338298, "auxiliary_loss_weight": 1.0, "epoch": 2.881197380729654, "flow_matching_loss": 0.0689591147005558, "grad_norm": 0.19097046554088593, "learning_rate": 9.924452935099537e-05, "loss": 0.0802, "relation_loss": 0.011266200058162212, "selected_pairs": 26760.8, "state_query_norm": 44.919881439208986, "state_relation_loss": 0.0007297248055692762, "step": 3080, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.011266200058162212, "weighted_relation_loss": 0.011266200058162212 }, { "action_query_norm": 44.780521392822266, "action_relation_loss": 0.011007704492658376, "auxiliary_loss_weight": 1.0, "epoch": 2.890551917680075, "flow_matching_loss": 0.0673981498926878, "grad_norm": 0.23073095083236694, "learning_rate": 9.92349546287024e-05, "loss": 0.0792, "relation_loss": 0.011764065641909838, "selected_pairs": 26761.6, "state_query_norm": 44.91982460021973, "state_relation_loss": 0.0007563611667137593, "step": 3090, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.011764065641909838, "weighted_relation_loss": 0.011764065641909838 }, { "action_query_norm": 44.78310432434082, "action_relation_loss": 0.010643423162400722, "auxiliary_loss_weight": 1.0, "epoch": 2.8999064546304956, "flow_matching_loss": 0.06552321724593639, "grad_norm": 0.17821672558784485, "learning_rate": 9.9225320081297e-05, "loss": 0.0769, "relation_loss": 0.011382449790835381, "selected_pairs": 26596.9, "state_query_norm": 44.916962432861325, "state_relation_loss": 0.0007390266051515937, "step": 3100, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.011382449790835381, "weighted_relation_loss": 0.011382449790835381 }, { "action_query_norm": 44.78247489929199, "action_relation_loss": 0.011080241668969393, "auxiliary_loss_weight": 1.0, "epoch": 2.9092609915809167, "flow_matching_loss": 0.06611399650573731, "grad_norm": 0.21347060799598694, "learning_rate": 9.921562572048606e-05, "loss": 0.078, "relation_loss": 0.011841343250125647, "selected_pairs": 26825.8, "state_query_norm": 44.9166015625, "state_relation_loss": 0.0007611016742885112, "step": 3110, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.011841343250125647, "weighted_relation_loss": 0.011841343250125647 }, { "action_query_norm": 44.77081985473633, "action_relation_loss": 0.01049388963729143, "auxiliary_loss_weight": 1.0, "epoch": 2.9186155285313378, "flow_matching_loss": 0.06694575287401676, "grad_norm": 0.19587436318397522, "learning_rate": 9.920587155804913e-05, "loss": 0.0782, "relation_loss": 0.011248006485402584, "selected_pairs": 26923.6, "state_query_norm": 44.91567726135254, "state_relation_loss": 0.0007541167899034918, "step": 3120, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.011248006485402584, "weighted_relation_loss": 0.011248006485402584 }, { "action_query_norm": 44.76050987243652, "action_relation_loss": 0.01098272753879428, "auxiliary_loss_weight": 1.0, "epoch": 2.927970065481759, "flow_matching_loss": 0.06750271059572696, "grad_norm": 0.2219531238079071, "learning_rate": 9.919605760583845e-05, "loss": 0.0793, "relation_loss": 0.011819742154330015, "selected_pairs": 27149.6, "state_query_norm": 44.91420211791992, "state_relation_loss": 0.000837014481658116, "step": 3130, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.011819742154330015, "weighted_relation_loss": 0.011819742154330015 }, { "action_query_norm": 44.758191680908205, "action_relation_loss": 0.01113033266738057, "auxiliary_loss_weight": 1.0, "epoch": 2.9373246024321795, "flow_matching_loss": 0.06569714061915874, "grad_norm": 0.18832913041114807, "learning_rate": 9.91861838757789e-05, "loss": 0.0777, "relation_loss": 0.011983017250895501, "selected_pairs": 26799.0, "state_query_norm": 44.91426010131836, "state_relation_loss": 0.0008526845544110983, "step": 3140, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.011983017250895501, "weighted_relation_loss": 0.011983017250895501 }, { "action_query_norm": 44.75685768127441, "action_relation_loss": 0.010309570375829935, "auxiliary_loss_weight": 1.0, "epoch": 2.9466791393826006, "flow_matching_loss": 0.06676119193434715, "grad_norm": 0.2362222671508789, "learning_rate": 9.917625037986798e-05, "loss": 0.0779, "relation_loss": 0.011160065606236457, "selected_pairs": 26776.1, "state_query_norm": 44.9091609954834, "state_relation_loss": 0.0008504951605573296, "step": 3150, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.011160065606236457, "weighted_relation_loss": 0.011160065606236457 }, { "action_query_norm": 44.752859115600586, "action_relation_loss": 0.010456490144133569, "auxiliary_loss_weight": 1.0, "epoch": 2.9560336763330213, "flow_matching_loss": 0.06523156762123108, "grad_norm": 0.17667768895626068, "learning_rate": 9.916625713017583e-05, "loss": 0.0766, "relation_loss": 0.011339125037193299, "selected_pairs": 26776.4, "state_query_norm": 44.90840110778809, "state_relation_loss": 0.0008826348523143679, "step": 3160, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.011339125037193299, "weighted_relation_loss": 0.011339125037193299 }, { "action_query_norm": 44.75317726135254, "action_relation_loss": 0.010300293657928705, "auxiliary_loss_weight": 1.0, "epoch": 2.9653882132834424, "flow_matching_loss": 0.06829124204814434, "grad_norm": 0.1817275881767273, "learning_rate": 9.915620413884519e-05, "loss": 0.0794, "relation_loss": 0.011115715373307467, "selected_pairs": 26784.3, "state_query_norm": 44.90863037109375, "state_relation_loss": 0.0008154216047842056, "step": 3170, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.011115715373307467, "weighted_relation_loss": 0.011115715373307467 }, { "action_query_norm": 44.751654052734374, "action_relation_loss": 0.010305400006473064, "auxiliary_loss_weight": 1.0, "epoch": 2.9747427502338635, "flow_matching_loss": 0.06676280684769154, "grad_norm": 0.1938733458518982, "learning_rate": 9.914609141809139e-05, "loss": 0.0779, "relation_loss": 0.011145893670618533, "selected_pairs": 26921.9, "state_query_norm": 44.90995750427246, "state_relation_loss": 0.0008404935651924461, "step": 3180, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.011145893670618533, "weighted_relation_loss": 0.011145893670618533 }, { "action_query_norm": 44.75080184936523, "action_relation_loss": 0.010920108761638403, "auxiliary_loss_weight": 1.0, "epoch": 2.9840972871842846, "flow_matching_loss": 0.07046679183840751, "grad_norm": 0.16512738168239594, "learning_rate": 9.913591898020235e-05, "loss": 0.0822, "relation_loss": 0.011696037836372852, "selected_pairs": 27247.1, "state_query_norm": 44.9114372253418, "state_relation_loss": 0.0007759290398098529, "step": 3190, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.011696037836372852, "weighted_relation_loss": 0.011696037836372852 }, { "action_query_norm": 44.74716072082519, "action_relation_loss": 0.010786558315157891, "auxiliary_loss_weight": 1.0, "epoch": 2.9934518241347052, "flow_matching_loss": 0.07127896323800087, "grad_norm": 0.18120183050632477, "learning_rate": 9.912568683753853e-05, "loss": 0.0829, "relation_loss": 0.011575582250952721, "selected_pairs": 26684.8, "state_query_norm": 44.907948684692386, "state_relation_loss": 0.0007890239241532982, "step": 3200, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.011575582250952721, "weighted_relation_loss": 0.011575582250952721 }, { "action_query_norm": 44.75960121154785, "action_relation_loss": 0.010281292907893657, "auxiliary_loss_weight": 1.0, "epoch": 3.0028063610851263, "flow_matching_loss": 0.06829253509640694, "grad_norm": 0.17044982314109802, "learning_rate": 9.911539500253295e-05, "loss": 0.0793, "relation_loss": 0.011055780760943889, "selected_pairs": 23666.0, "state_query_norm": 44.91119613647461, "state_relation_loss": 0.0007744877599179745, "step": 3210, "valid_action_samples": 211.5, "weighted_auxiliary_loss": 0.011055780760943889, "weighted_relation_loss": 0.011055780760943889 }, { "action_query_norm": 44.74777107238769, "action_relation_loss": 0.010633463691920041, "auxiliary_loss_weight": 1.0, "epoch": 3.0121608980355474, "flow_matching_loss": 0.06799619421362876, "grad_norm": 0.18050138652324677, "learning_rate": 9.910504348769118e-05, "loss": 0.0794, "relation_loss": 0.011417146679013968, "selected_pairs": 26881.7, "state_query_norm": 44.90371437072754, "state_relation_loss": 0.0007836830685846507, "step": 3220, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.011417146679013968, "weighted_relation_loss": 0.011417146679013968 }, { "action_query_norm": 44.75414352416992, "action_relation_loss": 0.01056278795003891, "auxiliary_loss_weight": 1.0, "epoch": 3.021515434985968, "flow_matching_loss": 0.06713378243148327, "grad_norm": 0.2002459466457367, "learning_rate": 9.909463230559127e-05, "loss": 0.0785, "relation_loss": 0.01137151475995779, "selected_pairs": 27205.0, "state_query_norm": 44.90467720031738, "state_relation_loss": 0.0008087267458904534, "step": 3230, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.01137151475995779, "weighted_relation_loss": 0.01137151475995779 }, { "action_query_norm": 44.74621391296387, "action_relation_loss": 0.010788393579423428, "auxiliary_loss_weight": 1.0, "epoch": 3.030869971936389, "flow_matching_loss": 0.06792221665382385, "grad_norm": 0.22205327451229095, "learning_rate": 9.908416146888376e-05, "loss": 0.0794, "relation_loss": 0.011514197196811437, "selected_pairs": 27251.6, "state_query_norm": 44.90389213562012, "state_relation_loss": 0.0007258035358972848, "step": 3240, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.011514197196811437, "weighted_relation_loss": 0.011514197196811437 }, { "action_query_norm": 44.74203033447266, "action_relation_loss": 0.011101554799824952, "auxiliary_loss_weight": 1.0, "epoch": 3.0402245088868103, "flow_matching_loss": 0.06801382713019848, "grad_norm": 0.22530904412269592, "learning_rate": 9.907363099029175e-05, "loss": 0.0799, "relation_loss": 0.011886334884911776, "selected_pairs": 26344.2, "state_query_norm": 44.89755516052246, "state_relation_loss": 0.0007847799570299685, "step": 3250, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.011886334884911776, "weighted_relation_loss": 0.011886334884911776 }, { "action_query_norm": 44.74009323120117, "action_relation_loss": 0.010637327283620834, "auxiliary_loss_weight": 1.0, "epoch": 3.049579045837231, "flow_matching_loss": 0.06729690954089165, "grad_norm": 0.1548159420490265, "learning_rate": 9.906304088261073e-05, "loss": 0.0787, "relation_loss": 0.011382497008889913, "selected_pairs": 27233.9, "state_query_norm": 44.898410415649415, "state_relation_loss": 0.0007451696204952895, "step": 3260, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.011382497008889913, "weighted_relation_loss": 0.011382497008889913 }, { "action_query_norm": 44.72823638916016, "action_relation_loss": 0.010698532592505217, "auxiliary_loss_weight": 1.0, "epoch": 3.058933582787652, "flow_matching_loss": 0.0683873176574707, "grad_norm": 0.14787934720516205, "learning_rate": 9.905239115870872e-05, "loss": 0.0799, "relation_loss": 0.01146625131368637, "selected_pairs": 26854.1, "state_query_norm": 44.90051765441895, "state_relation_loss": 0.0007677186105865986, "step": 3270, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.01146625131368637, "weighted_relation_loss": 0.01146625131368637 }, { "action_query_norm": 44.72445449829102, "action_relation_loss": 0.010114847309887409, "auxiliary_loss_weight": 1.0, "epoch": 3.068288119738073, "flow_matching_loss": 0.06924454718828202, "grad_norm": 0.11764223873615265, "learning_rate": 9.90416818315261e-05, "loss": 0.0801, "relation_loss": 0.010901324916630983, "selected_pairs": 26877.9, "state_query_norm": 44.896012496948245, "state_relation_loss": 0.0007864776009228081, "step": 3280, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.010901324916630983, "weighted_relation_loss": 0.010901324916630983 }, { "action_query_norm": 44.71718139648438, "action_relation_loss": 0.009713182132691145, "auxiliary_loss_weight": 1.0, "epoch": 3.077642656688494, "flow_matching_loss": 0.06639755591750145, "grad_norm": 0.1344873607158661, "learning_rate": 9.903091291407573e-05, "loss": 0.0768, "relation_loss": 0.010447814781218766, "selected_pairs": 27170.2, "state_query_norm": 44.898461532592776, "state_relation_loss": 0.0007346326834522188, "step": 3290, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.010447814781218766, "weighted_relation_loss": 0.010447814781218766 }, { "action_query_norm": 44.715203857421876, "action_relation_loss": 0.010009503550827503, "auxiliary_loss_weight": 1.0, "epoch": 3.086997193638915, "flow_matching_loss": 0.06759591028094292, "grad_norm": 0.12376567721366882, "learning_rate": 9.902008441944286e-05, "loss": 0.0784, "relation_loss": 0.010803824104368687, "selected_pairs": 26972.9, "state_query_norm": 44.893385314941405, "state_relation_loss": 0.0007943206292111427, "step": 3300, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.010803824104368687, "weighted_relation_loss": 0.010803824104368687 }, { "action_query_norm": 44.7097785949707, "action_relation_loss": 0.009681046754121781, "auxiliary_loss_weight": 1.0, "epoch": 3.096351730589336, "flow_matching_loss": 0.06366303861141205, "grad_norm": 0.1507566124200821, "learning_rate": 9.900919636078512e-05, "loss": 0.0741, "relation_loss": 0.010472579300403595, "selected_pairs": 26237.4, "state_query_norm": 44.888423919677734, "state_relation_loss": 0.000791532505536452, "step": 3310, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.010472579300403595, "weighted_relation_loss": 0.010472579300403595 }, { "action_query_norm": 44.71474266052246, "action_relation_loss": 0.010503351781517267, "auxiliary_loss_weight": 1.0, "epoch": 3.1057062675397566, "flow_matching_loss": 0.06459641270339489, "grad_norm": 0.1291285753250122, "learning_rate": 9.899824875133255e-05, "loss": 0.0758, "relation_loss": 0.011243292316794395, "selected_pairs": 26895.5, "state_query_norm": 44.89030532836914, "state_relation_loss": 0.0007399404596071691, "step": 3320, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.011243292316794395, "weighted_relation_loss": 0.011243292316794395 }, { "action_query_norm": 44.70870590209961, "action_relation_loss": 0.010101682506501675, "auxiliary_loss_weight": 1.0, "epoch": 3.1150608044901777, "flow_matching_loss": 0.06543073281645775, "grad_norm": 0.12068121880292892, "learning_rate": 9.898724160438749e-05, "loss": 0.0762, "relation_loss": 0.010816503036767244, "selected_pairs": 26834.6, "state_query_norm": 44.88449325561523, "state_relation_loss": 0.0007148206117562949, "step": 3330, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.010816503036767244, "weighted_relation_loss": 0.010816503036767244 }, { "action_query_norm": 44.702806091308595, "action_relation_loss": 0.010167440585792064, "auxiliary_loss_weight": 1.0, "epoch": 3.124415341440599, "flow_matching_loss": 0.06662421934306621, "grad_norm": 0.21718011796474457, "learning_rate": 9.89761749333247e-05, "loss": 0.0775, "relation_loss": 0.010863586515188216, "selected_pairs": 27175.2, "state_query_norm": 44.88448600769043, "state_relation_loss": 0.000696146028349176, "step": 3340, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.010863586515188216, "weighted_relation_loss": 0.010863586515188216 }, { "action_query_norm": 44.697146606445315, "action_relation_loss": 0.009683116991072892, "auxiliary_loss_weight": 1.0, "epoch": 3.1337698783910195, "flow_matching_loss": 0.06822118498384952, "grad_norm": 0.19276751577854156, "learning_rate": 9.896504875159122e-05, "loss": 0.0786, "relation_loss": 0.010389809682965278, "selected_pairs": 27089.8, "state_query_norm": 44.88348617553711, "state_relation_loss": 0.0007066927093546838, "step": 3350, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.010389809682965278, "weighted_relation_loss": 0.010389809682965278 }, { "action_query_norm": 44.69978332519531, "action_relation_loss": 0.009544021729379893, "auxiliary_loss_weight": 1.0, "epoch": 3.1431244153414406, "flow_matching_loss": 0.0701854657381773, "grad_norm": 0.17859023809432983, "learning_rate": 9.89538630727064e-05, "loss": 0.0804, "relation_loss": 0.010238398239016533, "selected_pairs": 27230.4, "state_query_norm": 44.88203010559082, "state_relation_loss": 0.000694376410683617, "step": 3360, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.010238398239016533, "weighted_relation_loss": 0.010238398239016533 }, { "action_query_norm": 44.69366340637207, "action_relation_loss": 0.00971148768439889, "auxiliary_loss_weight": 1.0, "epoch": 3.1524789522918617, "flow_matching_loss": 0.06780361942946911, "grad_norm": 0.20863866806030273, "learning_rate": 9.894261791026189e-05, "loss": 0.0782, "relation_loss": 0.0103691965341568, "selected_pairs": 26273.9, "state_query_norm": 44.88173980712891, "state_relation_loss": 0.0006577088788617402, "step": 3370, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0103691965341568, "weighted_relation_loss": 0.0103691965341568 }, { "action_query_norm": 44.692385864257815, "action_relation_loss": 0.009563535451889038, "auxiliary_loss_weight": 1.0, "epoch": 3.1618334892422824, "flow_matching_loss": 0.06647207252681256, "grad_norm": 0.2114645391702652, "learning_rate": 9.893131327792165e-05, "loss": 0.0767, "relation_loss": 0.01025154795497656, "selected_pairs": 27385.8, "state_query_norm": 44.87884635925293, "state_relation_loss": 0.0006880124623421579, "step": 3380, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.01025154795497656, "weighted_relation_loss": 0.01025154795497656 }, { "action_query_norm": 44.68887100219727, "action_relation_loss": 0.009961420483887196, "auxiliary_loss_weight": 1.0, "epoch": 3.1711880261927035, "flow_matching_loss": 0.06593386493623257, "grad_norm": 0.2304060161113739, "learning_rate": 9.891994918942182e-05, "loss": 0.0766, "relation_loss": 0.010635135229676962, "selected_pairs": 27008.0, "state_query_norm": 44.88076477050781, "state_relation_loss": 0.0006737148738466203, "step": 3390, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.010635135229676962, "weighted_relation_loss": 0.010635135229676962 }, { "action_query_norm": 44.697439193725586, "action_relation_loss": 0.009923606272786855, "auxiliary_loss_weight": 1.0, "epoch": 3.1805425631431246, "flow_matching_loss": 0.06826701648533344, "grad_norm": 0.15884746611118317, "learning_rate": 9.890852565857092e-05, "loss": 0.0789, "relation_loss": 0.010638901218771934, "selected_pairs": 27017.3, "state_query_norm": 44.88149528503418, "state_relation_loss": 0.0007152950100135058, "step": 3400, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.010638901218771934, "weighted_relation_loss": 0.010638901218771934 }, { "action_query_norm": 44.68629188537598, "action_relation_loss": 0.009885875089094043, "auxiliary_loss_weight": 1.0, "epoch": 3.189897100093545, "flow_matching_loss": 0.06454330310225487, "grad_norm": 0.14010494947433472, "learning_rate": 9.889704269924954e-05, "loss": 0.0751, "relation_loss": 0.010603992827236652, "selected_pairs": 27201.0, "state_query_norm": 44.87942810058594, "state_relation_loss": 0.000718117575161159, "step": 3410, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.010603992827236652, "weighted_relation_loss": 0.010603992827236652 }, { "action_query_norm": 44.685990524291995, "action_relation_loss": 0.009760934673249722, "auxiliary_loss_weight": 1.0, "epoch": 3.1992516370439663, "flow_matching_loss": 0.06573434211313725, "grad_norm": 0.12850676476955414, "learning_rate": 9.888550032541059e-05, "loss": 0.0762, "relation_loss": 0.01048999112099409, "selected_pairs": 26783.7, "state_query_norm": 44.87577514648437, "state_relation_loss": 0.0007290564943104982, "step": 3420, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.01048999112099409, "weighted_relation_loss": 0.01048999112099409 }, { "action_query_norm": 44.685905075073244, "action_relation_loss": 0.010387562680989504, "auxiliary_loss_weight": 1.0, "epoch": 3.2086061739943874, "flow_matching_loss": 0.06688251905143261, "grad_norm": 0.2018786370754242, "learning_rate": 9.887389855107916e-05, "loss": 0.078, "relation_loss": 0.011091927252709865, "selected_pairs": 26970.5, "state_query_norm": 44.874458694458006, "state_relation_loss": 0.0007043646241072565, "step": 3430, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.011091927252709865, "weighted_relation_loss": 0.011091927252709865 }, { "action_query_norm": 44.683480453491214, "action_relation_loss": 0.009898201562464237, "auxiliary_loss_weight": 1.0, "epoch": 3.217960710944808, "flow_matching_loss": 0.06698884591460227, "grad_norm": 0.16453728079795837, "learning_rate": 9.886223739035248e-05, "loss": 0.0776, "relation_loss": 0.010602188762277365, "selected_pairs": 26622.7, "state_query_norm": 44.87176170349121, "state_relation_loss": 0.0007039872463792563, "step": 3440, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.010602188762277365, "weighted_relation_loss": 0.010602188762277365 }, { "action_query_norm": 44.67947273254394, "action_relation_loss": 0.009814968146383763, "auxiliary_loss_weight": 1.0, "epoch": 3.227315247895229, "flow_matching_loss": 0.06629270650446414, "grad_norm": 0.14052556455135345, "learning_rate": 9.885051685739997e-05, "loss": 0.0768, "relation_loss": 0.010478009842336178, "selected_pairs": 26367.4, "state_query_norm": 44.87014503479004, "state_relation_loss": 0.0006630416086409241, "step": 3450, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.010478009842336178, "weighted_relation_loss": 0.010478009842336178 }, { "action_query_norm": 44.676043319702146, "action_relation_loss": 0.01037879679352045, "auxiliary_loss_weight": 1.0, "epoch": 3.2366697848456503, "flow_matching_loss": 0.0643036350607872, "grad_norm": 0.14784207940101624, "learning_rate": 9.883873696646316e-05, "loss": 0.0754, "relation_loss": 0.011075034737586975, "selected_pairs": 27223.7, "state_query_norm": 44.86981735229492, "state_relation_loss": 0.0006962378858588636, "step": 3460, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.011075034737586975, "weighted_relation_loss": 0.011075034737586975 }, { "action_query_norm": 44.67076568603515, "action_relation_loss": 0.009969459753483534, "auxiliary_loss_weight": 1.0, "epoch": 3.246024321796071, "flow_matching_loss": 0.0652785588055849, "grad_norm": 0.19167344272136688, "learning_rate": 9.882689773185575e-05, "loss": 0.0759, "relation_loss": 0.010636158287525177, "selected_pairs": 26931.8, "state_query_norm": 44.86830940246582, "state_relation_loss": 0.0006666983827017248, "step": 3470, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.010636158287525177, "weighted_relation_loss": 0.010636158287525177 }, { "action_query_norm": 44.67172203063965, "action_relation_loss": 0.010367987491190434, "auxiliary_loss_weight": 1.0, "epoch": 3.255378858746492, "flow_matching_loss": 0.06609270498156547, "grad_norm": 0.1858828216791153, "learning_rate": 9.881499916796353e-05, "loss": 0.0772, "relation_loss": 0.011107753776013852, "selected_pairs": 27037.1, "state_query_norm": 44.868530654907225, "state_relation_loss": 0.0007397664187010378, "step": 3480, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.011107753776013852, "weighted_relation_loss": 0.011107753776013852 }, { "action_query_norm": 44.67383308410645, "action_relation_loss": 0.009445722680538893, "auxiliary_loss_weight": 1.0, "epoch": 3.264733395696913, "flow_matching_loss": 0.0637446541339159, "grad_norm": 0.21234063804149628, "learning_rate": 9.880304128924434e-05, "loss": 0.0739, "relation_loss": 0.010172367189079523, "selected_pairs": 26569.1, "state_query_norm": 44.86443862915039, "state_relation_loss": 0.000726644363021478, "step": 3490, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.010172367189079523, "weighted_relation_loss": 0.010172367189079523 }, { "action_query_norm": 44.662471008300784, "action_relation_loss": 0.009848077036440372, "auxiliary_loss_weight": 1.0, "epoch": 3.2740879326473338, "flow_matching_loss": 0.06703648082911969, "grad_norm": 0.22225777804851532, "learning_rate": 9.879102411022817e-05, "loss": 0.0776, "relation_loss": 0.010560112167149782, "selected_pairs": 26096.5, "state_query_norm": 44.86320190429687, "state_relation_loss": 0.0007120352005586028, "step": 3500, "valid_action_samples": 228.9, "weighted_auxiliary_loss": 0.010560112167149782, "weighted_relation_loss": 0.010560112167149782 }, { "action_query_norm": 44.65904197692871, "action_relation_loss": 0.009560687653720378, "auxiliary_loss_weight": 1.0, "epoch": 3.283442469597755, "flow_matching_loss": 0.0634719729423523, "grad_norm": 0.18375718593597412, "learning_rate": 9.877894764551703e-05, "loss": 0.0737, "relation_loss": 0.010273277945816516, "selected_pairs": 27153.3, "state_query_norm": 44.86320571899414, "state_relation_loss": 0.000712590228067711, "step": 3510, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.010273277945816516, "weighted_relation_loss": 0.010273277945816516 }, { "action_query_norm": 44.65331268310547, "action_relation_loss": 0.009855825826525689, "auxiliary_loss_weight": 1.0, "epoch": 3.292797006548176, "flow_matching_loss": 0.06484064869582654, "grad_norm": 0.15138499438762665, "learning_rate": 9.876681190978494e-05, "loss": 0.0754, "relation_loss": 0.010564466938376427, "selected_pairs": 26804.7, "state_query_norm": 44.86005897521973, "state_relation_loss": 0.0007086411642376333, "step": 3520, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.010564466938376427, "weighted_relation_loss": 0.010564466938376427 }, { "action_query_norm": 44.64619255065918, "action_relation_loss": 0.009718927647918462, "auxiliary_loss_weight": 1.0, "epoch": 3.3021515434985966, "flow_matching_loss": 0.06607462465763092, "grad_norm": 0.1513838917016983, "learning_rate": 9.875461691777797e-05, "loss": 0.0765, "relation_loss": 0.010410762391984463, "selected_pairs": 26123.5, "state_query_norm": 44.86170120239258, "state_relation_loss": 0.0006918347324244678, "step": 3530, "valid_action_samples": 229.0, "weighted_auxiliary_loss": 0.010410762391984463, "weighted_relation_loss": 0.010410762391984463 }, { "action_query_norm": 44.653485488891604, "action_relation_loss": 0.010226206947118044, "auxiliary_loss_weight": 1.0, "epoch": 3.3115060804490177, "flow_matching_loss": 0.06633955053985119, "grad_norm": 0.20859280228614807, "learning_rate": 9.874236268431417e-05, "loss": 0.0773, "relation_loss": 0.010960685182362795, "selected_pairs": 26579.6, "state_query_norm": 44.85921669006348, "state_relation_loss": 0.0007344780722633004, "step": 3540, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.010960685182362795, "weighted_relation_loss": 0.010960685182362795 }, { "action_query_norm": 44.65253868103027, "action_relation_loss": 0.010048741195350885, "auxiliary_loss_weight": 1.0, "epoch": 3.320860617399439, "flow_matching_loss": 0.0636835340410471, "grad_norm": 0.15203352272510529, "learning_rate": 9.873004922428361e-05, "loss": 0.0744, "relation_loss": 0.010765333566814661, "selected_pairs": 26803.9, "state_query_norm": 44.853841400146486, "state_relation_loss": 0.0007165924413129688, "step": 3550, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.010765333566814661, "weighted_relation_loss": 0.010765333566814661 }, { "action_query_norm": 44.65639228820801, "action_relation_loss": 0.009387954510748387, "auxiliary_loss_weight": 1.0, "epoch": 3.33021515434986, "flow_matching_loss": 0.06340510658919811, "grad_norm": 0.18922346830368042, "learning_rate": 9.871767655264829e-05, "loss": 0.0735, "relation_loss": 0.010090416669845581, "selected_pairs": 26502.2, "state_query_norm": 44.85634536743164, "state_relation_loss": 0.0007024622114840895, "step": 3560, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.010090416669845581, "weighted_relation_loss": 0.010090416669845581 }, { "action_query_norm": 44.64644012451172, "action_relation_loss": 0.009297141153365374, "auxiliary_loss_weight": 1.0, "epoch": 3.3395696913002806, "flow_matching_loss": 0.06510452553629875, "grad_norm": 0.11258786171674728, "learning_rate": 9.87052446844422e-05, "loss": 0.075, "relation_loss": 0.009936848282814026, "selected_pairs": 27664.0, "state_query_norm": 44.85329055786133, "state_relation_loss": 0.0006397072109393775, "step": 3570, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.009936848282814026, "weighted_relation_loss": 0.009936848282814026 }, { "action_query_norm": 44.648397827148436, "action_relation_loss": 0.009881804697215557, "auxiliary_loss_weight": 1.0, "epoch": 3.3489242282507017, "flow_matching_loss": 0.06874060407280921, "grad_norm": 0.1718769669532776, "learning_rate": 9.869275363477122e-05, "loss": 0.0793, "relation_loss": 0.01057386128231883, "selected_pairs": 27594.8, "state_query_norm": 44.85338096618652, "state_relation_loss": 0.0006920565967448056, "step": 3580, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.01057386128231883, "weighted_relation_loss": 0.01057386128231883 }, { "action_query_norm": 44.6504207611084, "action_relation_loss": 0.00963349426165223, "auxiliary_loss_weight": 1.0, "epoch": 3.3582787652011223, "flow_matching_loss": 0.06487002372741699, "grad_norm": 0.15329095721244812, "learning_rate": 9.868020341881312e-05, "loss": 0.0752, "relation_loss": 0.010309962369501591, "selected_pairs": 27530.4, "state_query_norm": 44.85410118103027, "state_relation_loss": 0.0006764681485947222, "step": 3590, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.010309962369501591, "weighted_relation_loss": 0.010309962369501591 }, { "action_query_norm": 44.64547996520996, "action_relation_loss": 0.009552357997745276, "auxiliary_loss_weight": 1.0, "epoch": 3.3676333021515434, "flow_matching_loss": 0.06768376119434834, "grad_norm": 0.26447370648384094, "learning_rate": 9.866759405181765e-05, "loss": 0.078, "relation_loss": 0.010267543233931064, "selected_pairs": 27323.8, "state_query_norm": 44.850640869140626, "state_relation_loss": 0.0007151851721573621, "step": 3600, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.010267543233931064, "weighted_relation_loss": 0.010267543233931064 }, { "action_query_norm": 44.641272354125974, "action_relation_loss": 0.00974039463326335, "auxiliary_loss_weight": 1.0, "epoch": 3.3769878391019645, "flow_matching_loss": 0.06493034660816192, "grad_norm": 0.2934746742248535, "learning_rate": 9.865492554910633e-05, "loss": 0.0753, "relation_loss": 0.010414069797843695, "selected_pairs": 26366.8, "state_query_norm": 44.848811340332034, "state_relation_loss": 0.0006736749724950642, "step": 3610, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.010414069797843695, "weighted_relation_loss": 0.010414069797843695 }, { "action_query_norm": 44.635270309448245, "action_relation_loss": 0.010272290650755167, "auxiliary_loss_weight": 1.0, "epoch": 3.3863423760523856, "flow_matching_loss": 0.06510315202176571, "grad_norm": 0.24617545306682587, "learning_rate": 9.864219792607262e-05, "loss": 0.0761, "relation_loss": 0.010952951665967704, "selected_pairs": 26994.0, "state_query_norm": 44.846147537231445, "state_relation_loss": 0.0006806608871556818, "step": 3620, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.010952951665967704, "weighted_relation_loss": 0.010952951665967704 }, { "action_query_norm": 44.62169990539551, "action_relation_loss": 0.009836078155785799, "auxiliary_loss_weight": 1.0, "epoch": 3.3956969130028063, "flow_matching_loss": 0.06396746672689915, "grad_norm": 0.16145239770412445, "learning_rate": 9.862941119818177e-05, "loss": 0.0745, "relation_loss": 0.010523509420454501, "selected_pairs": 27164.5, "state_query_norm": 44.84297332763672, "state_relation_loss": 0.0006874310900457203, "step": 3630, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.010523509420454501, "weighted_relation_loss": 0.010523509420454501 }, { "action_query_norm": 44.62603607177734, "action_relation_loss": 0.00969639141112566, "auxiliary_loss_weight": 1.0, "epoch": 3.4050514499532274, "flow_matching_loss": 0.06676412224769593, "grad_norm": 0.13312683999538422, "learning_rate": 9.861656538097086e-05, "loss": 0.0771, "relation_loss": 0.01037228936329484, "selected_pairs": 27365.8, "state_query_norm": 44.84334449768066, "state_relation_loss": 0.0006758979114238172, "step": 3640, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.01037228936329484, "weighted_relation_loss": 0.01037228936329484 }, { "action_query_norm": 44.625048828125, "action_relation_loss": 0.010161132179200649, "auxiliary_loss_weight": 1.0, "epoch": 3.414405986903648, "flow_matching_loss": 0.06577147245407104, "grad_norm": 0.17047911882400513, "learning_rate": 9.860366049004877e-05, "loss": 0.0766, "relation_loss": 0.010846975911408662, "selected_pairs": 26963.9, "state_query_norm": 44.842593383789065, "state_relation_loss": 0.0006858436216134578, "step": 3650, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.010846975911408662, "weighted_relation_loss": 0.010846975911408662 }, { "action_query_norm": 44.621881103515626, "action_relation_loss": 0.009817736595869065, "auxiliary_loss_weight": 1.0, "epoch": 3.423760523854069, "flow_matching_loss": 0.06535049974918365, "grad_norm": 0.21030010282993317, "learning_rate": 9.859069654109615e-05, "loss": 0.0759, "relation_loss": 0.01053200475871563, "selected_pairs": 26942.7, "state_query_norm": 44.842232131958006, "state_relation_loss": 0.0007142681861296296, "step": 3660, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.01053200475871563, "weighted_relation_loss": 0.01053200475871563 }, { "action_query_norm": 44.62148742675781, "action_relation_loss": 0.009662124235183001, "auxiliary_loss_weight": 1.0, "epoch": 3.4331150608044902, "flow_matching_loss": 0.06318131648004055, "grad_norm": 0.252419650554657, "learning_rate": 9.857767354986545e-05, "loss": 0.0736, "relation_loss": 0.010391457378864289, "selected_pairs": 26559.0, "state_query_norm": 44.84272994995117, "state_relation_loss": 0.0007293331145774573, "step": 3670, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.010391457378864289, "weighted_relation_loss": 0.010391457378864289 }, { "action_query_norm": 44.610504913330075, "action_relation_loss": 0.009751736372709274, "auxiliary_loss_weight": 1.0, "epoch": 3.4424695977549113, "flow_matching_loss": 0.06392262876033783, "grad_norm": 0.20328539609909058, "learning_rate": 9.856459153218078e-05, "loss": 0.0744, "relation_loss": 0.010429023019969463, "selected_pairs": 26618.7, "state_query_norm": 44.83686904907226, "state_relation_loss": 0.0006772864842787385, "step": 3680, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.010429023019969463, "weighted_relation_loss": 0.010429023019969463 }, { "action_query_norm": 44.60885391235352, "action_relation_loss": 0.010165373049676418, "auxiliary_loss_weight": 1.0, "epoch": 3.451824134705332, "flow_matching_loss": 0.06469358503818512, "grad_norm": 0.19218483567237854, "learning_rate": 9.855145050393808e-05, "loss": 0.0756, "relation_loss": 0.010904673859477043, "selected_pairs": 26457.6, "state_query_norm": 44.83539009094238, "state_relation_loss": 0.0007393008330836892, "step": 3690, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.010904673859477043, "weighted_relation_loss": 0.010904673859477043 }, { "action_query_norm": 44.617475509643555, "action_relation_loss": 0.009980433993041516, "auxiliary_loss_weight": 1.0, "epoch": 3.461178671655753, "flow_matching_loss": 0.06531939543783664, "grad_norm": 0.15757982432842255, "learning_rate": 9.85382504811049e-05, "loss": 0.076, "relation_loss": 0.010669376607984305, "selected_pairs": 26831.6, "state_query_norm": 44.836743927001955, "state_relation_loss": 0.0006889425334520638, "step": 3700, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.010669376607984305, "weighted_relation_loss": 0.010669376607984305 }, { "action_query_norm": 44.61569786071777, "action_relation_loss": 0.009783374797552823, "auxiliary_loss_weight": 1.0, "epoch": 3.4705332086061738, "flow_matching_loss": 0.065739706158638, "grad_norm": 0.17862994968891144, "learning_rate": 9.852499147972054e-05, "loss": 0.0763, "relation_loss": 0.010540014784783124, "selected_pairs": 27253.7, "state_query_norm": 44.83313484191895, "state_relation_loss": 0.0007566400512587279, "step": 3710, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.010540014784783124, "weighted_relation_loss": 0.010540014784783124 }, { "action_query_norm": 44.61522445678711, "action_relation_loss": 0.009430779423564673, "auxiliary_loss_weight": 1.0, "epoch": 3.479887745556595, "flow_matching_loss": 0.06465134955942631, "grad_norm": 0.1811298131942749, "learning_rate": 9.851167351589592e-05, "loss": 0.0748, "relation_loss": 0.01014057146385312, "selected_pairs": 26944.6, "state_query_norm": 44.833164596557616, "state_relation_loss": 0.0007097920286469161, "step": 3720, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.01014057146385312, "weighted_relation_loss": 0.01014057146385312 }, { "action_query_norm": 44.62185363769531, "action_relation_loss": 0.009846734534949064, "auxiliary_loss_weight": 1.0, "epoch": 3.489242282507016, "flow_matching_loss": 0.06771280616521835, "grad_norm": 0.17623119056224823, "learning_rate": 9.849829660581363e-05, "loss": 0.0782, "relation_loss": 0.010477170627564193, "selected_pairs": 26756.8, "state_query_norm": 44.833734130859376, "state_relation_loss": 0.0006304362555965781, "step": 3730, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.010477170627564193, "weighted_relation_loss": 0.010477170627564193 }, { "action_query_norm": 44.61119270324707, "action_relation_loss": 0.009674530383199454, "auxiliary_loss_weight": 1.0, "epoch": 3.498596819457437, "flow_matching_loss": 0.06745526269078254, "grad_norm": 0.14262843132019043, "learning_rate": 9.848486076572787e-05, "loss": 0.0778, "relation_loss": 0.010344042535871267, "selected_pairs": 26853.2, "state_query_norm": 44.83416481018067, "state_relation_loss": 0.0006695121875964106, "step": 3740, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.010344042535871267, "weighted_relation_loss": 0.010344042535871267 }, { "action_query_norm": 44.59804573059082, "action_relation_loss": 0.009884994057938457, "auxiliary_loss_weight": 1.0, "epoch": 3.5079513564078577, "flow_matching_loss": 0.06423044726252555, "grad_norm": 0.19233529269695282, "learning_rate": 9.847136601196446e-05, "loss": 0.0747, "relation_loss": 0.01051328405737877, "selected_pairs": 27221.8, "state_query_norm": 44.829607009887695, "state_relation_loss": 0.0006282899295911193, "step": 3750, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.01051328405737877, "weighted_relation_loss": 0.01051328405737877 }, { "action_query_norm": 44.60128631591797, "action_relation_loss": 0.009681223053485155, "auxiliary_loss_weight": 1.0, "epoch": 3.517305893358279, "flow_matching_loss": 0.0667033351957798, "grad_norm": 0.25113511085510254, "learning_rate": 9.845781236092078e-05, "loss": 0.077, "relation_loss": 0.010336226131767035, "selected_pairs": 26802.9, "state_query_norm": 44.82999229431152, "state_relation_loss": 0.0006550029793288559, "step": 3760, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.010336226131767035, "weighted_relation_loss": 0.010336226131767035 }, { "action_query_norm": 44.5930419921875, "action_relation_loss": 0.009596714563667775, "auxiliary_loss_weight": 1.0, "epoch": 3.5266604303086995, "flow_matching_loss": 0.06703572943806649, "grad_norm": 0.19950515031814575, "learning_rate": 9.844419982906583e-05, "loss": 0.0773, "relation_loss": 0.010221755504608155, "selected_pairs": 26096.2, "state_query_norm": 44.82457275390625, "state_relation_loss": 0.0006250409875065088, "step": 3770, "valid_action_samples": 228.9, "weighted_auxiliary_loss": 0.010221755504608155, "weighted_relation_loss": 0.010221755504608155 }, { "action_query_norm": 44.59294815063477, "action_relation_loss": 0.009309724951162935, "auxiliary_loss_weight": 1.0, "epoch": 3.5360149672591206, "flow_matching_loss": 0.0655294306576252, "grad_norm": 0.17853055894374847, "learning_rate": 9.843052843294008e-05, "loss": 0.0755, "relation_loss": 0.010017015039920807, "selected_pairs": 26648.6, "state_query_norm": 44.82015876770019, "state_relation_loss": 0.0007072900771163404, "step": 3780, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.010017015039920807, "weighted_relation_loss": 0.010017015039920807 }, { "action_query_norm": 44.585733795166014, "action_relation_loss": 0.009830484911799432, "auxiliary_loss_weight": 1.0, "epoch": 3.5453695042095417, "flow_matching_loss": 0.06476896218955516, "grad_norm": 0.25888752937316895, "learning_rate": 9.841679818915559e-05, "loss": 0.0753, "relation_loss": 0.010519937053322792, "selected_pairs": 26686.9, "state_query_norm": 44.82321472167969, "state_relation_loss": 0.0006894520309288054, "step": 3790, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.010519937053322792, "weighted_relation_loss": 0.010519937053322792 }, { "action_query_norm": 44.58385162353515, "action_relation_loss": 0.00963443135842681, "auxiliary_loss_weight": 1.0, "epoch": 3.5547240411599628, "flow_matching_loss": 0.06428001411259174, "grad_norm": 0.22658155858516693, "learning_rate": 9.840300911439591e-05, "loss": 0.0746, "relation_loss": 0.010295066330581904, "selected_pairs": 26385.9, "state_query_norm": 44.824127197265625, "state_relation_loss": 0.0006606349488720298, "step": 3800, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.010295066330581904, "weighted_relation_loss": 0.010295066330581904 }, { "action_query_norm": 44.59057426452637, "action_relation_loss": 0.010288762021809816, "auxiliary_loss_weight": 1.0, "epoch": 3.5640785781103834, "flow_matching_loss": 0.06820032447576523, "grad_norm": 0.17907188832759857, "learning_rate": 9.838916122541603e-05, "loss": 0.0792, "relation_loss": 0.011002376768738031, "selected_pairs": 27129.3, "state_query_norm": 44.82142333984375, "state_relation_loss": 0.0007136146305128932, "step": 3810, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.011002376768738031, "weighted_relation_loss": 0.011002376768738031 }, { "action_query_norm": 44.574025344848636, "action_relation_loss": 0.00981123885139823, "auxiliary_loss_weight": 1.0, "epoch": 3.5734331150608045, "flow_matching_loss": 0.06519823260605336, "grad_norm": 0.1990414708852768, "learning_rate": 9.837525453904246e-05, "loss": 0.0757, "relation_loss": 0.010520709306001663, "selected_pairs": 26584.5, "state_query_norm": 44.81837692260742, "state_relation_loss": 0.0007094704371411354, "step": 3820, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.010520709306001663, "weighted_relation_loss": 0.010520709306001663 }, { "action_query_norm": 44.57905731201172, "action_relation_loss": 0.00963675109669566, "auxiliary_loss_weight": 1.0, "epoch": 3.582787652011225, "flow_matching_loss": 0.06647195667028427, "grad_norm": 0.1765795350074768, "learning_rate": 9.836128907217314e-05, "loss": 0.0768, "relation_loss": 0.010331002622842788, "selected_pairs": 26873.1, "state_query_norm": 44.81888847351074, "state_relation_loss": 0.0006942515959963202, "step": 3830, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.010331002622842788, "weighted_relation_loss": 0.010331002622842788 }, { "action_query_norm": 44.57098579406738, "action_relation_loss": 0.009965398348867893, "auxiliary_loss_weight": 1.0, "epoch": 3.5921421889616463, "flow_matching_loss": 0.06564790047705174, "grad_norm": 0.16186971962451935, "learning_rate": 9.834726484177743e-05, "loss": 0.0763, "relation_loss": 0.010614187084138393, "selected_pairs": 27064.6, "state_query_norm": 44.81557655334473, "state_relation_loss": 0.0006487887818366289, "step": 3840, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.010614187084138393, "weighted_relation_loss": 0.010614187084138393 }, { "action_query_norm": 44.56662101745606, "action_relation_loss": 0.00978478230535984, "auxiliary_loss_weight": 1.0, "epoch": 3.6014967259120674, "flow_matching_loss": 0.0689866453409195, "grad_norm": 0.1949053853750229, "learning_rate": 9.833318186489609e-05, "loss": 0.0795, "relation_loss": 0.010468850005418062, "selected_pairs": 26455.8, "state_query_norm": 44.81415557861328, "state_relation_loss": 0.0006840676942374557, "step": 3850, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.010468850005418062, "weighted_relation_loss": 0.010468850005418062 }, { "action_query_norm": 44.57582588195801, "action_relation_loss": 0.009670669119805098, "auxiliary_loss_weight": 1.0, "epoch": 3.6108512628624885, "flow_matching_loss": 0.06356790475547314, "grad_norm": 0.1481783241033554, "learning_rate": 9.831904015864126e-05, "loss": 0.0739, "relation_loss": 0.010342993959784507, "selected_pairs": 27270.3, "state_query_norm": 44.81558418273926, "state_relation_loss": 0.0006723248050548136, "step": 3860, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.010342993959784507, "weighted_relation_loss": 0.010342993959784507 }, { "action_query_norm": 44.56385688781738, "action_relation_loss": 0.009811912290751934, "auxiliary_loss_weight": 1.0, "epoch": 3.620205799812909, "flow_matching_loss": 0.06434832513332367, "grad_norm": 0.20328441262245178, "learning_rate": 9.830483974019645e-05, "loss": 0.0748, "relation_loss": 0.010465884301811456, "selected_pairs": 26848.1, "state_query_norm": 44.81865005493164, "state_relation_loss": 0.0006539719004649668, "step": 3870, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.010465884301811456, "weighted_relation_loss": 0.010465884301811456 }, { "action_query_norm": 44.56715774536133, "action_relation_loss": 0.009505347535014152, "auxiliary_loss_weight": 1.0, "epoch": 3.6295603367633302, "flow_matching_loss": 0.06759745329618454, "grad_norm": 0.23971782624721527, "learning_rate": 9.82905806268165e-05, "loss": 0.0778, "relation_loss": 0.010182443261146545, "selected_pairs": 27089.5, "state_query_norm": 44.81205940246582, "state_relation_loss": 0.0006770958309061826, "step": 3880, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.010182443261146545, "weighted_relation_loss": 0.010182443261146545 }, { "action_query_norm": 44.56017417907715, "action_relation_loss": 0.010231983847916126, "auxiliary_loss_weight": 1.0, "epoch": 3.6389148737137513, "flow_matching_loss": 0.0667191930115223, "grad_norm": 0.2058243602514267, "learning_rate": 9.82762628358276e-05, "loss": 0.0776, "relation_loss": 0.010903441905975341, "selected_pairs": 27197.4, "state_query_norm": 44.81308784484863, "state_relation_loss": 0.0006714581220876425, "step": 3890, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.010903441905975341, "weighted_relation_loss": 0.010903441905975341 }, { "action_query_norm": 44.549347686767575, "action_relation_loss": 0.00966203911229968, "auxiliary_loss_weight": 1.0, "epoch": 3.648269410664172, "flow_matching_loss": 0.06729542352259159, "grad_norm": 0.15175604820251465, "learning_rate": 9.826188638462718e-05, "loss": 0.0776, "relation_loss": 0.010298699513077736, "selected_pairs": 27010.7, "state_query_norm": 44.808928680419925, "state_relation_loss": 0.0006366603192873299, "step": 3900, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.010298699513077736, "weighted_relation_loss": 0.010298699513077736 }, { "action_query_norm": 44.548156356811525, "action_relation_loss": 0.009627364855259658, "auxiliary_loss_weight": 1.0, "epoch": 3.657623947614593, "flow_matching_loss": 0.06644517034292222, "grad_norm": 0.1772952824831009, "learning_rate": 9.824745129068402e-05, "loss": 0.0767, "relation_loss": 0.010283361095935107, "selected_pairs": 27371.1, "state_query_norm": 44.80657424926758, "state_relation_loss": 0.0006559962290339172, "step": 3910, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.010283361095935107, "weighted_relation_loss": 0.010283361095935107 }, { "action_query_norm": 44.54182167053223, "action_relation_loss": 0.009685593750327825, "auxiliary_loss_weight": 1.0, "epoch": 3.666978484565014, "flow_matching_loss": 0.06355313509702683, "grad_norm": 0.15309174358844757, "learning_rate": 9.82329575715381e-05, "loss": 0.0739, "relation_loss": 0.010347862262278795, "selected_pairs": 27181.1, "state_query_norm": 44.80865707397461, "state_relation_loss": 0.0006622684129979461, "step": 3920, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.010347862262278795, "weighted_relation_loss": 0.010347862262278795 }, { "action_query_norm": 44.54353256225586, "action_relation_loss": 0.009448414482176305, "auxiliary_loss_weight": 1.0, "epoch": 3.676333021515435, "flow_matching_loss": 0.06631237529218197, "grad_norm": 0.16973040997982025, "learning_rate": 9.821840524480066e-05, "loss": 0.0764, "relation_loss": 0.010107984580099583, "selected_pairs": 26801.4, "state_query_norm": 44.80780944824219, "state_relation_loss": 0.0006595700629986823, "step": 3930, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.010107984580099583, "weighted_relation_loss": 0.010107984580099583 }, { "action_query_norm": 44.53987083435059, "action_relation_loss": 0.009740614891052246, "auxiliary_loss_weight": 1.0, "epoch": 3.685687558465856, "flow_matching_loss": 0.06230801306664944, "grad_norm": 0.13706760108470917, "learning_rate": 9.820379432815414e-05, "loss": 0.0727, "relation_loss": 0.010389846097677947, "selected_pairs": 26735.2, "state_query_norm": 44.80821838378906, "state_relation_loss": 0.0006492312182672322, "step": 3940, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.010389846097677947, "weighted_relation_loss": 0.010389846097677947 }, { "action_query_norm": 44.54758911132812, "action_relation_loss": 0.010317089315503836, "auxiliary_loss_weight": 1.0, "epoch": 3.695042095416277, "flow_matching_loss": 0.06677252426743507, "grad_norm": 0.16767409443855286, "learning_rate": 9.81891248393522e-05, "loss": 0.0778, "relation_loss": 0.010982921440154314, "selected_pairs": 26802.2, "state_query_norm": 44.80806465148926, "state_relation_loss": 0.0006658319849520922, "step": 3950, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.010982921440154314, "weighted_relation_loss": 0.010982921440154314 }, { "action_query_norm": 44.533407592773436, "action_relation_loss": 0.010107466764748097, "auxiliary_loss_weight": 1.0, "epoch": 3.7043966323666977, "flow_matching_loss": 0.06461024358868599, "grad_norm": 0.15717753767967224, "learning_rate": 9.817439679621963e-05, "loss": 0.0753, "relation_loss": 0.010716978274285794, "selected_pairs": 27225.0, "state_query_norm": 44.80095024108887, "state_relation_loss": 0.0006095115852076561, "step": 3960, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.010716978274285794, "weighted_relation_loss": 0.010716978274285794 }, { "action_query_norm": 44.52951240539551, "action_relation_loss": 0.009795927442610264, "auxiliary_loss_weight": 1.0, "epoch": 3.713751169317119, "flow_matching_loss": 0.06948755793273449, "grad_norm": 0.16907386481761932, "learning_rate": 9.815961021665243e-05, "loss": 0.0799, "relation_loss": 0.010408139694482088, "selected_pairs": 26802.7, "state_query_norm": 44.802076721191405, "state_relation_loss": 0.0006122122576925904, "step": 3970, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.010408139694482088, "weighted_relation_loss": 0.010408139694482088 }, { "action_query_norm": 44.52962875366211, "action_relation_loss": 0.00912936432287097, "auxiliary_loss_weight": 1.0, "epoch": 3.72310570626754, "flow_matching_loss": 0.063532555103302, "grad_norm": 0.19948948919773102, "learning_rate": 9.814476511861763e-05, "loss": 0.0733, "relation_loss": 0.009804188553243876, "selected_pairs": 26387.8, "state_query_norm": 44.79707489013672, "state_relation_loss": 0.0006748241896275431, "step": 3980, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.009804188553243876, "weighted_relation_loss": 0.009804188553243876 }, { "action_query_norm": 44.52130393981933, "action_relation_loss": 0.009792781341820956, "auxiliary_loss_weight": 1.0, "epoch": 3.7324602432179605, "flow_matching_loss": 0.06417193338274955, "grad_norm": 0.15868428349494934, "learning_rate": 9.812986152015348e-05, "loss": 0.0746, "relation_loss": 0.01042178152129054, "selected_pairs": 26509.3, "state_query_norm": 44.799790954589845, "state_relation_loss": 0.0006290001329034567, "step": 3990, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.01042178152129054, "weighted_relation_loss": 0.01042178152129054 }, { "action_query_norm": 44.5229305267334, "action_relation_loss": 0.009419934265315533, "auxiliary_loss_weight": 1.0, "epoch": 3.7418147801683816, "flow_matching_loss": 0.06455154903233051, "grad_norm": 0.19244185090065002, "learning_rate": 9.811489943936922e-05, "loss": 0.0746, "relation_loss": 0.010075739491730929, "selected_pairs": 26943.1, "state_query_norm": 44.79825973510742, "state_relation_loss": 0.0006558052904438227, "step": 4000, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.010075739491730929, "weighted_relation_loss": 0.010075739491730929 }, { "action_query_norm": 44.519141006469724, "action_relation_loss": 0.009676073957234622, "auxiliary_loss_weight": 1.0, "epoch": 3.7511693171188027, "flow_matching_loss": 0.06134760119020939, "grad_norm": 0.17527857422828674, "learning_rate": 9.809987889444522e-05, "loss": 0.0717, "relation_loss": 0.010347718466073274, "selected_pairs": 27343.5, "state_query_norm": 44.79501075744629, "state_relation_loss": 0.000671644660178572, "step": 4010, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.010347718466073274, "weighted_relation_loss": 0.010347718466073274 }, { "action_query_norm": 44.52257652282715, "action_relation_loss": 0.00976315550506115, "auxiliary_loss_weight": 1.0, "epoch": 3.7605238540692234, "flow_matching_loss": 0.06348761990666389, "grad_norm": 0.16329637169837952, "learning_rate": 9.808479990363282e-05, "loss": 0.0739, "relation_loss": 0.010389250796288252, "selected_pairs": 26659.5, "state_query_norm": 44.797790145874025, "state_relation_loss": 0.0006260951980948448, "step": 4020, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.010389250796288252, "weighted_relation_loss": 0.010389250796288252 }, { "action_query_norm": 44.522897720336914, "action_relation_loss": 0.009261776227504015, "auxiliary_loss_weight": 1.0, "epoch": 3.7698783910196445, "flow_matching_loss": 0.06474573910236359, "grad_norm": 0.2541285753250122, "learning_rate": 9.806966248525445e-05, "loss": 0.0747, "relation_loss": 0.009911205898970366, "selected_pairs": 26875.0, "state_query_norm": 44.79415054321289, "state_relation_loss": 0.0006494296889286488, "step": 4030, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.009911205898970366, "weighted_relation_loss": 0.009911205898970366 }, { "action_query_norm": 44.516289138793944, "action_relation_loss": 0.009096156805753708, "auxiliary_loss_weight": 1.0, "epoch": 3.7792329279700656, "flow_matching_loss": 0.062025459855794905, "grad_norm": 0.22975629568099976, "learning_rate": 9.805446665770348e-05, "loss": 0.0718, "relation_loss": 0.009750794991850853, "selected_pairs": 26783.4, "state_query_norm": 44.78712158203125, "state_relation_loss": 0.0006546381395310163, "step": 4040, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.009750794991850853, "weighted_relation_loss": 0.009750794991850853 }, { "action_query_norm": 44.515032577514646, "action_relation_loss": 0.009170721098780633, "auxiliary_loss_weight": 1.0, "epoch": 3.7885874649204867, "flow_matching_loss": 0.06444474644958972, "grad_norm": 0.2183249443769455, "learning_rate": 9.803921243944429e-05, "loss": 0.0742, "relation_loss": 0.009804611373692752, "selected_pairs": 27195.7, "state_query_norm": 44.790740203857425, "state_relation_loss": 0.000633890286553651, "step": 4050, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.009804611373692752, "weighted_relation_loss": 0.009804611373692752 }, { "action_query_norm": 44.5218921661377, "action_relation_loss": 0.009791109431535005, "auxiliary_loss_weight": 1.0, "epoch": 3.7979420018709074, "flow_matching_loss": 0.0655147958546877, "grad_norm": 0.14232297241687775, "learning_rate": 9.802389984901218e-05, "loss": 0.0759, "relation_loss": 0.010426297783851624, "selected_pairs": 26687.4, "state_query_norm": 44.79026412963867, "state_relation_loss": 0.0006351882591843605, "step": 4060, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.010426297783851624, "weighted_relation_loss": 0.010426297783851624 }, { "action_query_norm": 44.50683517456055, "action_relation_loss": 0.009032589662820101, "auxiliary_loss_weight": 1.0, "epoch": 3.8072965388213285, "flow_matching_loss": 0.06406967602670192, "grad_norm": 0.16820605099201202, "learning_rate": 9.80085289050134e-05, "loss": 0.0737, "relation_loss": 0.009615070465952159, "selected_pairs": 26848.1, "state_query_norm": 44.78733367919922, "state_relation_loss": 0.000582480791490525, "step": 4070, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.009615070465952159, "weighted_relation_loss": 0.009615070465952159 }, { "action_query_norm": 44.4965015411377, "action_relation_loss": 0.009652831684798002, "auxiliary_loss_weight": 1.0, "epoch": 3.816651075771749, "flow_matching_loss": 0.06615538895130157, "grad_norm": 0.20343855023384094, "learning_rate": 9.799309962612508e-05, "loss": 0.0764, "relation_loss": 0.010260604973882436, "selected_pairs": 27242.0, "state_query_norm": 44.783185195922854, "state_relation_loss": 0.0006077733531128615, "step": 4080, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.010260604973882436, "weighted_relation_loss": 0.010260604973882436 }, { "action_query_norm": 44.51400604248047, "action_relation_loss": 0.009507251996546983, "auxiliary_loss_weight": 1.0, "epoch": 3.82600561272217, "flow_matching_loss": 0.06384239681065082, "grad_norm": 0.1657855361700058, "learning_rate": 9.797761203109527e-05, "loss": 0.0739, "relation_loss": 0.010071383509784936, "selected_pairs": 26869.9, "state_query_norm": 44.785334777832034, "state_relation_loss": 0.000564131504506804, "step": 4090, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.010071383509784936, "weighted_relation_loss": 0.010071383509784936 }, { "action_query_norm": 44.502970123291014, "action_relation_loss": 0.009158908016979694, "auxiliary_loss_weight": 1.0, "epoch": 3.8353601496725913, "flow_matching_loss": 0.06270187459886074, "grad_norm": 0.16098260879516602, "learning_rate": 9.796206613874283e-05, "loss": 0.0725, "relation_loss": 0.009762514103204011, "selected_pairs": 27269.9, "state_query_norm": 44.78124313354492, "state_relation_loss": 0.0006036059465259313, "step": 4100, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.009762514103204011, "weighted_relation_loss": 0.009762514103204011 }, { "action_query_norm": 44.498905181884766, "action_relation_loss": 0.010031059943139553, "auxiliary_loss_weight": 1.0, "epoch": 3.8447146866230124, "flow_matching_loss": 0.06214980743825436, "grad_norm": 0.19425979256629944, "learning_rate": 9.794646196795754e-05, "loss": 0.0728, "relation_loss": 0.010625197552144527, "selected_pairs": 27082.6, "state_query_norm": 44.77988395690918, "state_relation_loss": 0.0005941376148257405, "step": 4110, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.010625197552144527, "weighted_relation_loss": 0.010625197552144527 }, { "action_query_norm": 44.49170608520508, "action_relation_loss": 0.009422142058610916, "auxiliary_loss_weight": 1.0, "epoch": 3.854069223573433, "flow_matching_loss": 0.06391878798604012, "grad_norm": 0.1908654272556305, "learning_rate": 9.793079953769987e-05, "loss": 0.074, "relation_loss": 0.010049228835850955, "selected_pairs": 26350.1, "state_query_norm": 44.77636985778808, "state_relation_loss": 0.0006270867714192718, "step": 4120, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.010049228835850955, "weighted_relation_loss": 0.010049228835850955 }, { "action_query_norm": 44.49069747924805, "action_relation_loss": 0.009759626165032387, "auxiliary_loss_weight": 1.0, "epoch": 3.863423760523854, "flow_matching_loss": 0.06365971118211747, "grad_norm": 0.1463027447462082, "learning_rate": 9.79150788670012e-05, "loss": 0.074, "relation_loss": 0.010369274206459523, "selected_pairs": 26756.2, "state_query_norm": 44.781114196777345, "state_relation_loss": 0.000609647948294878, "step": 4130, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.010369274206459523, "weighted_relation_loss": 0.010369274206459523 }, { "action_query_norm": 44.496272277832034, "action_relation_loss": 0.009870467148721218, "auxiliary_loss_weight": 1.0, "epoch": 3.872778297474275, "flow_matching_loss": 0.06273616440594196, "grad_norm": 0.15007543563842773, "learning_rate": 9.78992999749636e-05, "loss": 0.0732, "relation_loss": 0.01049547316506505, "selected_pairs": 27103.1, "state_query_norm": 44.777949523925784, "state_relation_loss": 0.0006250060338061303, "step": 4140, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.01049547316506505, "weighted_relation_loss": 0.01049547316506505 }, { "action_query_norm": 44.48187484741211, "action_relation_loss": 0.00907222144305706, "auxiliary_loss_weight": 1.0, "epoch": 3.882132834424696, "flow_matching_loss": 0.060026868060231206, "grad_norm": 0.15550850331783295, "learning_rate": 9.788346288075994e-05, "loss": 0.0697, "relation_loss": 0.00970290470868349, "selected_pairs": 26664.0, "state_query_norm": 44.77811164855957, "state_relation_loss": 0.0006306832830887288, "step": 4150, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.00970290470868349, "weighted_relation_loss": 0.00970290470868349 }, { "action_query_norm": 44.48792991638184, "action_relation_loss": 0.010006944183260202, "auxiliary_loss_weight": 1.0, "epoch": 3.891487371375117, "flow_matching_loss": 0.06472779139876365, "grad_norm": 0.15571634471416473, "learning_rate": 9.786756760363373e-05, "loss": 0.0754, "relation_loss": 0.010647945757955312, "selected_pairs": 26664.3, "state_query_norm": 44.77512474060059, "state_relation_loss": 0.0006410016445443034, "step": 4160, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.010647945757955312, "weighted_relation_loss": 0.010647945757955312 }, { "action_query_norm": 44.485909652709964, "action_relation_loss": 0.009128875751048326, "auxiliary_loss_weight": 1.0, "epoch": 3.900841908325538, "flow_matching_loss": 0.06290548704564572, "grad_norm": 0.18107204139232635, "learning_rate": 9.78516141628993e-05, "loss": 0.0727, "relation_loss": 0.009778518229722977, "selected_pairs": 26811.7, "state_query_norm": 44.77510528564453, "state_relation_loss": 0.000649642338976264, "step": 4170, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.009778518229722977, "weighted_relation_loss": 0.009778518229722977 }, { "action_query_norm": 44.480025100708005, "action_relation_loss": 0.009240465937182307, "auxiliary_loss_weight": 1.0, "epoch": 3.9101964452759588, "flow_matching_loss": 0.06367157474160194, "grad_norm": 0.1269778162240982, "learning_rate": 9.783560257794154e-05, "loss": 0.0736, "relation_loss": 0.009882145561277866, "selected_pairs": 26062.4, "state_query_norm": 44.7723445892334, "state_relation_loss": 0.0006416795717086643, "step": 4180, "valid_action_samples": 228.8, "weighted_auxiliary_loss": 0.009882145561277866, "weighted_relation_loss": 0.009882145561277866 }, { "action_query_norm": 44.47636260986328, "action_relation_loss": 0.009461041027680039, "auxiliary_loss_weight": 1.0, "epoch": 3.91955098222638, "flow_matching_loss": 0.06407441012561321, "grad_norm": 0.1799089014530182, "learning_rate": 9.781953286821603e-05, "loss": 0.0742, "relation_loss": 0.01008949838578701, "selected_pairs": 26019.4, "state_query_norm": 44.769121170043945, "state_relation_loss": 0.0006284573115408421, "step": 4190, "valid_action_samples": 228.6, "weighted_auxiliary_loss": 0.01008949838578701, "weighted_relation_loss": 0.01008949838578701 }, { "action_query_norm": 44.4690601348877, "action_relation_loss": 0.009482543263584376, "auxiliary_loss_weight": 1.0, "epoch": 3.9289055191768005, "flow_matching_loss": 0.06364769674837589, "grad_norm": 0.18822549283504486, "learning_rate": 9.780340505324901e-05, "loss": 0.0737, "relation_loss": 0.01006389344111085, "selected_pairs": 27131.4, "state_query_norm": 44.76881637573242, "state_relation_loss": 0.0005813503405079246, "step": 4200, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.01006389344111085, "weighted_relation_loss": 0.01006389344111085 }, { "action_query_norm": 44.46419105529785, "action_relation_loss": 0.00935791190713644, "auxiliary_loss_weight": 1.0, "epoch": 3.9382600561272216, "flow_matching_loss": 0.0650326233357191, "grad_norm": 0.11943575739860535, "learning_rate": 9.778721915263727e-05, "loss": 0.075, "relation_loss": 0.009958968311548234, "selected_pairs": 26735.3, "state_query_norm": 44.76153411865234, "state_relation_loss": 0.0006010563462041319, "step": 4210, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.009958968311548234, "weighted_relation_loss": 0.009958968311548234 }, { "action_query_norm": 44.46596908569336, "action_relation_loss": 0.008943013846874237, "auxiliary_loss_weight": 1.0, "epoch": 3.9476145930776427, "flow_matching_loss": 0.06127788685262203, "grad_norm": 0.19026072323322296, "learning_rate": 9.777097518604824e-05, "loss": 0.0709, "relation_loss": 0.009585418179631234, "selected_pairs": 26348.0, "state_query_norm": 44.763285064697264, "state_relation_loss": 0.0006424042279832065, "step": 4220, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.009585418179631234, "weighted_relation_loss": 0.009585418179631234 }, { "action_query_norm": 44.46430587768555, "action_relation_loss": 0.008876840956509114, "auxiliary_loss_weight": 1.0, "epoch": 3.956969130028064, "flow_matching_loss": 0.06098453365266323, "grad_norm": 0.21729090809822083, "learning_rate": 9.775467317321984e-05, "loss": 0.0704, "relation_loss": 0.009462172072380782, "selected_pairs": 26295.2, "state_query_norm": 44.766917037963864, "state_relation_loss": 0.0005853311915416271, "step": 4230, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.009462172072380782, "weighted_relation_loss": 0.009462172072380782 }, { "action_query_norm": 44.45735855102539, "action_relation_loss": 0.009296716656535864, "auxiliary_loss_weight": 1.0, "epoch": 3.9663236669784845, "flow_matching_loss": 0.06020060144364834, "grad_norm": 0.15933144092559814, "learning_rate": 9.773831313396055e-05, "loss": 0.0701, "relation_loss": 0.009940389543771744, "selected_pairs": 26737.3, "state_query_norm": 44.76322975158691, "state_relation_loss": 0.0006436728755943478, "step": 4240, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.009940389543771744, "weighted_relation_loss": 0.009940389543771744 }, { "action_query_norm": 44.453256607055664, "action_relation_loss": 0.008658955292776226, "auxiliary_loss_weight": 1.0, "epoch": 3.9756782039289056, "flow_matching_loss": 0.06242893412709236, "grad_norm": 0.19705018401145935, "learning_rate": 9.77218950881494e-05, "loss": 0.0717, "relation_loss": 0.009253784269094466, "selected_pairs": 26757.6, "state_query_norm": 44.767068481445314, "state_relation_loss": 0.0005948289821390062, "step": 4250, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.009253784269094466, "weighted_relation_loss": 0.009253784269094466 }, { "action_query_norm": 44.44923477172851, "action_relation_loss": 0.009444382740184665, "auxiliary_loss_weight": 1.0, "epoch": 3.9850327408793262, "flow_matching_loss": 0.06245002523064613, "grad_norm": 0.14823351800441742, "learning_rate": 9.770541905573583e-05, "loss": 0.0725, "relation_loss": 0.010060733929276467, "selected_pairs": 27221.4, "state_query_norm": 44.75888938903809, "state_relation_loss": 0.0006163511192426085, "step": 4260, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.010060733929276467, "weighted_relation_loss": 0.010060733929276467 }, { "action_query_norm": 44.4474983215332, "action_relation_loss": 0.008973472192883492, "auxiliary_loss_weight": 1.0, "epoch": 3.9943872778297473, "flow_matching_loss": 0.06317817755043506, "grad_norm": 0.21489007771015167, "learning_rate": 9.768888505673976e-05, "loss": 0.0727, "relation_loss": 0.009538935683667659, "selected_pairs": 26926.1, "state_query_norm": 44.7634220123291, "state_relation_loss": 0.0005654633976519107, "step": 4270, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.009538935683667659, "weighted_relation_loss": 0.009538935683667659 }, { "action_query_norm": 44.45480461120606, "action_relation_loss": 0.009002350270748138, "auxiliary_loss_weight": 1.0, "epoch": 4.003741814780168, "flow_matching_loss": 0.06187544465065002, "grad_norm": 0.19169530272483826, "learning_rate": 9.767229311125162e-05, "loss": 0.0715, "relation_loss": 0.009581542946398259, "selected_pairs": 24219.5, "state_query_norm": 44.759347915649414, "state_relation_loss": 0.0005791925941593945, "step": 4280, "valid_action_samples": 214.0, "weighted_auxiliary_loss": 0.009581542946398259, "weighted_relation_loss": 0.009581542946398259 }, { "action_query_norm": 44.45224380493164, "action_relation_loss": 0.008688721433281898, "auxiliary_loss_weight": 1.0, "epoch": 4.0130963517305895, "flow_matching_loss": 0.05916734226047993, "grad_norm": 0.23038411140441895, "learning_rate": 9.765564323943211e-05, "loss": 0.0685, "relation_loss": 0.009287677984684706, "selected_pairs": 27033.7, "state_query_norm": 44.753915786743164, "state_relation_loss": 0.0005989564815536141, "step": 4290, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.009287677984684706, "weighted_relation_loss": 0.009287677984684706 }, { "action_query_norm": 44.444369888305665, "action_relation_loss": 0.008617559168487787, "auxiliary_loss_weight": 1.0, "epoch": 4.022450888681011, "flow_matching_loss": 0.06097734831273556, "grad_norm": 0.21923932433128357, "learning_rate": 9.763893546151244e-05, "loss": 0.0702, "relation_loss": 0.009178998321294785, "selected_pairs": 27106.7, "state_query_norm": 44.75440216064453, "state_relation_loss": 0.000561439199373126, "step": 4300, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.009178998321294785, "weighted_relation_loss": 0.009178998321294785 }, { "action_query_norm": 44.44472808837891, "action_relation_loss": 0.008732857601717114, "auxiliary_loss_weight": 1.0, "epoch": 4.031805425631431, "flow_matching_loss": 0.06389465443789959, "grad_norm": 0.20155662298202515, "learning_rate": 9.762216979779412e-05, "loss": 0.0732, "relation_loss": 0.009301147609949111, "selected_pairs": 26526.0, "state_query_norm": 44.7553108215332, "state_relation_loss": 0.0005682899965904654, "step": 4310, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.009301147609949111, "weighted_relation_loss": 0.009301147609949111 }, { "action_query_norm": 44.448992538452146, "action_relation_loss": 0.00929353190585971, "auxiliary_loss_weight": 1.0, "epoch": 4.041159962581852, "flow_matching_loss": 0.06286979354918003, "grad_norm": 0.18210239708423615, "learning_rate": 9.760534626864902e-05, "loss": 0.0727, "relation_loss": 0.00987470978870988, "selected_pairs": 26904.8, "state_query_norm": 44.755977630615234, "state_relation_loss": 0.0005811778770294041, "step": 4320, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.00987470978870988, "weighted_relation_loss": 0.00987470978870988 }, { "action_query_norm": 44.43868217468262, "action_relation_loss": 0.008736072480678559, "auxiliary_loss_weight": 1.0, "epoch": 4.050514499532273, "flow_matching_loss": 0.06315328292548657, "grad_norm": 0.15049605071544647, "learning_rate": 9.758846489451931e-05, "loss": 0.0724, "relation_loss": 0.009286595787853003, "selected_pairs": 27129.6, "state_query_norm": 44.748935317993165, "state_relation_loss": 0.0005505233362782747, "step": 4330, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.009286595787853003, "weighted_relation_loss": 0.009286595787853003 }, { "action_query_norm": 44.438916778564455, "action_relation_loss": 0.008793197572231293, "auxiliary_loss_weight": 1.0, "epoch": 4.059869036482694, "flow_matching_loss": 0.05834387168288231, "grad_norm": 0.1527816206216812, "learning_rate": 9.757152569591748e-05, "loss": 0.0677, "relation_loss": 0.009367109090089799, "selected_pairs": 26892.2, "state_query_norm": 44.75033874511719, "state_relation_loss": 0.0005739114276366308, "step": 4340, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.009367109090089799, "weighted_relation_loss": 0.009367109090089799 }, { "action_query_norm": 44.43114013671875, "action_relation_loss": 0.009146018978208303, "auxiliary_loss_weight": 1.0, "epoch": 4.069223573433115, "flow_matching_loss": 0.06161622852087021, "grad_norm": 0.17942702770233154, "learning_rate": 9.75545286934262e-05, "loss": 0.0713, "relation_loss": 0.00972856916487217, "selected_pairs": 26662.3, "state_query_norm": 44.74729919433594, "state_relation_loss": 0.000582550119725056, "step": 4350, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.00972856916487217, "weighted_relation_loss": 0.00972856916487217 }, { "action_query_norm": 44.42569770812988, "action_relation_loss": 0.0087936676107347, "auxiliary_loss_weight": 1.0, "epoch": 4.078578110383536, "flow_matching_loss": 0.061171380802989006, "grad_norm": 0.14303281903266907, "learning_rate": 9.753747390769847e-05, "loss": 0.0705, "relation_loss": 0.009367606416344643, "selected_pairs": 26919.9, "state_query_norm": 44.74500427246094, "state_relation_loss": 0.0005739387241192162, "step": 4360, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.009367606416344643, "weighted_relation_loss": 0.009367606416344643 }, { "action_query_norm": 44.42940559387207, "action_relation_loss": 0.009028889331966638, "auxiliary_loss_weight": 1.0, "epoch": 4.087932647333957, "flow_matching_loss": 0.060187267139554024, "grad_norm": 0.1814042627811432, "learning_rate": 9.752036135945744e-05, "loss": 0.0698, "relation_loss": 0.009599499870091677, "selected_pairs": 26532.4, "state_query_norm": 44.743010711669925, "state_relation_loss": 0.0005706105584977195, "step": 4370, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.009599499870091677, "weighted_relation_loss": 0.009599499870091677 }, { "action_query_norm": 44.43339653015137, "action_relation_loss": 0.008794629899784922, "auxiliary_loss_weight": 1.0, "epoch": 4.097287184284378, "flow_matching_loss": 0.060745018720626834, "grad_norm": 0.19815506041049957, "learning_rate": 9.750319106949649e-05, "loss": 0.0702, "relation_loss": 0.009433153830468655, "selected_pairs": 26993.3, "state_query_norm": 44.744055557250974, "state_relation_loss": 0.0006385240063536912, "step": 4380, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.009433153830468655, "weighted_relation_loss": 0.009433153830468655 }, { "action_query_norm": 44.426709747314455, "action_relation_loss": 0.009333132999017835, "auxiliary_loss_weight": 1.0, "epoch": 4.106641721234799, "flow_matching_loss": 0.06430534608662128, "grad_norm": 0.22154495120048523, "learning_rate": 9.748596305867913e-05, "loss": 0.0743, "relation_loss": 0.009958624187856913, "selected_pairs": 27151.0, "state_query_norm": 44.74069671630859, "state_relation_loss": 0.0006254912877921015, "step": 4390, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.009958624187856913, "weighted_relation_loss": 0.009958624187856913 }, { "action_query_norm": 44.41915054321289, "action_relation_loss": 0.008722455240786076, "auxiliary_loss_weight": 1.0, "epoch": 4.11599625818522, "flow_matching_loss": 0.06296028755605221, "grad_norm": 0.16608090698719025, "learning_rate": 9.746867734793903e-05, "loss": 0.0723, "relation_loss": 0.009328746981918812, "selected_pairs": 26302.5, "state_query_norm": 44.738029861450194, "state_relation_loss": 0.0006062918051611632, "step": 4400, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.009328746981918812, "weighted_relation_loss": 0.009328746981918812 }, { "action_query_norm": 44.4186954498291, "action_relation_loss": 0.009086135681718588, "auxiliary_loss_weight": 1.0, "epoch": 4.125350795135641, "flow_matching_loss": 0.060460688173770906, "grad_norm": 0.1689404547214508, "learning_rate": 9.745133395827993e-05, "loss": 0.0701, "relation_loss": 0.009683210868388414, "selected_pairs": 27102.3, "state_query_norm": 44.73851432800293, "state_relation_loss": 0.0005970751692075283, "step": 4410, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.009683210868388414, "weighted_relation_loss": 0.009683210868388414 }, { "action_query_norm": 44.415646362304685, "action_relation_loss": 0.009516546037048101, "auxiliary_loss_weight": 1.0, "epoch": 4.134705332086062, "flow_matching_loss": 0.06055111549794674, "grad_norm": 0.1665840595960617, "learning_rate": 9.743393291077572e-05, "loss": 0.0707, "relation_loss": 0.010118338465690612, "selected_pairs": 26930.6, "state_query_norm": 44.7378231048584, "state_relation_loss": 0.00060179227439221, "step": 4420, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.010118338465690612, "weighted_relation_loss": 0.010118338465690612 }, { "action_query_norm": 44.4200382232666, "action_relation_loss": 0.008645568462088703, "auxiliary_loss_weight": 1.0, "epoch": 4.144059869036482, "flow_matching_loss": 0.060171138122677804, "grad_norm": 0.14675264060497284, "learning_rate": 9.741647422657028e-05, "loss": 0.0694, "relation_loss": 0.009223799919709563, "selected_pairs": 26530.8, "state_query_norm": 44.73476600646973, "state_relation_loss": 0.0005782312306109816, "step": 4430, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.009223799919709563, "weighted_relation_loss": 0.009223799919709563 }, { "action_query_norm": 44.413483428955075, "action_relation_loss": 0.009065434150397778, "auxiliary_loss_weight": 1.0, "epoch": 4.153414405986903, "flow_matching_loss": 0.059083978459239, "grad_norm": 0.17436249554157257, "learning_rate": 9.739895792687758e-05, "loss": 0.0687, "relation_loss": 0.009650598373264074, "selected_pairs": 26760.8, "state_query_norm": 44.73490753173828, "state_relation_loss": 0.0005851642286870629, "step": 4440, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.009650598373264074, "weighted_relation_loss": 0.009650598373264074 }, { "action_query_norm": 44.40385093688965, "action_relation_loss": 0.008723872527480126, "auxiliary_loss_weight": 1.0, "epoch": 4.1627689429373245, "flow_matching_loss": 0.05881618149578571, "grad_norm": 0.16392751038074493, "learning_rate": 9.738138403298157e-05, "loss": 0.0681, "relation_loss": 0.009286181721836328, "selected_pairs": 26949.0, "state_query_norm": 44.73393249511719, "state_relation_loss": 0.0005623093631584198, "step": 4450, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.009286181721836328, "weighted_relation_loss": 0.009286181721836328 }, { "action_query_norm": 44.3948787689209, "action_relation_loss": 0.008865694142878055, "auxiliary_loss_weight": 1.0, "epoch": 4.172123479887746, "flow_matching_loss": 0.06315230391919613, "grad_norm": 0.14488714933395386, "learning_rate": 9.736375256623619e-05, "loss": 0.0726, "relation_loss": 0.009424334112554788, "selected_pairs": 27174.7, "state_query_norm": 44.73528137207031, "state_relation_loss": 0.0005586399725871161, "step": 4460, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.009424334112554788, "weighted_relation_loss": 0.009424334112554788 }, { "action_query_norm": 44.39111862182617, "action_relation_loss": 0.008434605924412608, "auxiliary_loss_weight": 1.0, "epoch": 4.181478016838167, "flow_matching_loss": 0.06259017251431942, "grad_norm": 0.16995033621788025, "learning_rate": 9.734606354806533e-05, "loss": 0.0716, "relation_loss": 0.008978092204779386, "selected_pairs": 26616.6, "state_query_norm": 44.733781814575195, "state_relation_loss": 0.0005434862308902666, "step": 4470, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.008978092204779386, "weighted_relation_loss": 0.008978092204779386 }, { "action_query_norm": 44.38889045715332, "action_relation_loss": 0.008629933325573802, "auxiliary_loss_weight": 1.0, "epoch": 4.190832553788588, "flow_matching_loss": 0.05927357226610184, "grad_norm": 0.16929909586906433, "learning_rate": 9.73283169999628e-05, "loss": 0.0685, "relation_loss": 0.009184124041348695, "selected_pairs": 26854.5, "state_query_norm": 44.72886505126953, "state_relation_loss": 0.0005541906459257007, "step": 4480, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.009184124041348695, "weighted_relation_loss": 0.009184124041348695 }, { "action_query_norm": 44.38515968322754, "action_relation_loss": 0.008391052531078459, "auxiliary_loss_weight": 1.0, "epoch": 4.200187090739009, "flow_matching_loss": 0.05972005315124988, "grad_norm": 0.1671810746192932, "learning_rate": 9.731051294349238e-05, "loss": 0.0687, "relation_loss": 0.008958457037806511, "selected_pairs": 26718.2, "state_query_norm": 44.729618835449216, "state_relation_loss": 0.0005674044194165617, "step": 4490, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.008958457037806511, "weighted_relation_loss": 0.008958457037806511 }, { "action_query_norm": 44.394608688354495, "action_relation_loss": 0.008427533973008394, "auxiliary_loss_weight": 1.0, "epoch": 4.209541627689429, "flow_matching_loss": 0.06084248386323452, "grad_norm": 0.16775131225585938, "learning_rate": 9.729265140028762e-05, "loss": 0.0698, "relation_loss": 0.008967610634863376, "selected_pairs": 26734.2, "state_query_norm": 44.72483329772949, "state_relation_loss": 0.0005400767433457077, "step": 4500, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.008967610634863376, "weighted_relation_loss": 0.008967610634863376 }, { "action_query_norm": 44.39693641662598, "action_relation_loss": 0.0084206601139158, "auxiliary_loss_weight": 1.0, "epoch": 4.21889616463985, "flow_matching_loss": 0.058411842212080956, "grad_norm": 0.15912963449954987, "learning_rate": 9.727473239205201e-05, "loss": 0.0674, "relation_loss": 0.00896381177008152, "selected_pairs": 27220.2, "state_query_norm": 44.72708702087402, "state_relation_loss": 0.0005431517958641053, "step": 4510, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.00896381177008152, "weighted_relation_loss": 0.00896381177008152 }, { "action_query_norm": 44.37272338867187, "action_relation_loss": 0.008532963320612907, "auxiliary_loss_weight": 1.0, "epoch": 4.228250701590271, "flow_matching_loss": 0.06295197531580925, "grad_norm": 0.133110910654068, "learning_rate": 9.725675594055883e-05, "loss": 0.072, "relation_loss": 0.009086351469159126, "selected_pairs": 26849.1, "state_query_norm": 44.72260093688965, "state_relation_loss": 0.0005533881485462189, "step": 4520, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.009086351469159126, "weighted_relation_loss": 0.009086351469159126 }, { "action_query_norm": 44.37254409790039, "action_relation_loss": 0.008932901453226805, "auxiliary_loss_weight": 1.0, "epoch": 4.237605238540692, "flow_matching_loss": 0.061883341521024704, "grad_norm": 0.18515372276306152, "learning_rate": 9.723872206765116e-05, "loss": 0.0714, "relation_loss": 0.009505066741257905, "selected_pairs": 26843.8, "state_query_norm": 44.723287963867186, "state_relation_loss": 0.0005721651308704167, "step": 4530, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.009505066741257905, "weighted_relation_loss": 0.009505066741257905 }, { "action_query_norm": 44.36784439086914, "action_relation_loss": 0.00857691653072834, "auxiliary_loss_weight": 1.0, "epoch": 4.2469597754911135, "flow_matching_loss": 0.06087811626493931, "grad_norm": 0.1878240704536438, "learning_rate": 9.722063079524185e-05, "loss": 0.07, "relation_loss": 0.009127980004996062, "selected_pairs": 26571.7, "state_query_norm": 44.72436447143555, "state_relation_loss": 0.0005510633869562298, "step": 4540, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.009127980004996062, "weighted_relation_loss": 0.009127980004996062 }, { "action_query_norm": 44.37292594909668, "action_relation_loss": 0.009203832689672708, "auxiliary_loss_weight": 1.0, "epoch": 4.256314312441534, "flow_matching_loss": 0.06285121403634548, "grad_norm": 0.1618604063987732, "learning_rate": 9.720248214531351e-05, "loss": 0.0726, "relation_loss": 0.009747262857854367, "selected_pairs": 27244.9, "state_query_norm": 44.72349815368652, "state_relation_loss": 0.0005434301478089764, "step": 4550, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.009747262857854367, "weighted_relation_loss": 0.009747262857854367 }, { "action_query_norm": 44.37977333068848, "action_relation_loss": 0.00917077399790287, "auxiliary_loss_weight": 1.0, "epoch": 4.265668849391955, "flow_matching_loss": 0.0600782074034214, "grad_norm": 0.19802629947662354, "learning_rate": 9.718427613991848e-05, "loss": 0.0698, "relation_loss": 0.009748119115829467, "selected_pairs": 26466.5, "state_query_norm": 44.72013549804687, "state_relation_loss": 0.0005773452401626855, "step": 4560, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.009748119115829467, "weighted_relation_loss": 0.009748119115829467 }, { "action_query_norm": 44.362457275390625, "action_relation_loss": 0.008240646682679653, "auxiliary_loss_weight": 1.0, "epoch": 4.275023386342376, "flow_matching_loss": 0.061615382134914395, "grad_norm": 0.10688085854053497, "learning_rate": 9.716601280117873e-05, "loss": 0.0704, "relation_loss": 0.008824155293405056, "selected_pairs": 26393.0, "state_query_norm": 44.7194107055664, "state_relation_loss": 0.0005835085088619962, "step": 4570, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.008824155293405056, "weighted_relation_loss": 0.008824155293405056 }, { "action_query_norm": 44.35006942749023, "action_relation_loss": 0.008627076214179397, "auxiliary_loss_weight": 1.0, "epoch": 4.284377923292797, "flow_matching_loss": 0.06093802377581596, "grad_norm": 0.13698184490203857, "learning_rate": 9.714769215128596e-05, "loss": 0.0702, "relation_loss": 0.009218303486704826, "selected_pairs": 27292.4, "state_query_norm": 44.715393447875975, "state_relation_loss": 0.0005912273365538568, "step": 4580, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.009218303486704826, "weighted_relation_loss": 0.009218303486704826 }, { "action_query_norm": 44.35655212402344, "action_relation_loss": 0.008573471009731293, "auxiliary_loss_weight": 1.0, "epoch": 4.293732460243218, "flow_matching_loss": 0.06131633743643761, "grad_norm": 0.14999309182167053, "learning_rate": 9.712931421250152e-05, "loss": 0.0704, "relation_loss": 0.00913215707987547, "selected_pairs": 26826.6, "state_query_norm": 44.714857482910155, "state_relation_loss": 0.0005586861516349018, "step": 4590, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.00913215707987547, "weighted_relation_loss": 0.00913215707987547 }, { "action_query_norm": 44.35347557067871, "action_relation_loss": 0.008568319957703352, "auxiliary_loss_weight": 1.0, "epoch": 4.303086997193639, "flow_matching_loss": 0.0613935437053442, "grad_norm": 0.14916788041591644, "learning_rate": 9.711087900715627e-05, "loss": 0.0705, "relation_loss": 0.009118055365979672, "selected_pairs": 27035.3, "state_query_norm": 44.71209030151367, "state_relation_loss": 0.0005497355043189601, "step": 4600, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.009118055365979672, "weighted_relation_loss": 0.009118055365979672 }, { "action_query_norm": 44.362090301513675, "action_relation_loss": 0.008772032894194126, "auxiliary_loss_weight": 1.0, "epoch": 4.31244153414406, "flow_matching_loss": 0.06205534674227238, "grad_norm": 0.13119535148143768, "learning_rate": 9.709238655765078e-05, "loss": 0.0714, "relation_loss": 0.009347364120185376, "selected_pairs": 27133.0, "state_query_norm": 44.712776565551756, "state_relation_loss": 0.0005753311328589916, "step": 4610, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.009347364120185376, "weighted_relation_loss": 0.009347364120185376 }, { "action_query_norm": 44.34971466064453, "action_relation_loss": 0.008934357948601247, "auxiliary_loss_weight": 1.0, "epoch": 4.3217960710944805, "flow_matching_loss": 0.05921533331274986, "grad_norm": 0.15949754416942596, "learning_rate": 9.707383688645511e-05, "loss": 0.0687, "relation_loss": 0.00952645568177104, "selected_pairs": 27479.4, "state_query_norm": 44.71306266784668, "state_relation_loss": 0.0005920979252550751, "step": 4620, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.00952645568177104, "weighted_relation_loss": 0.00952645568177104 }, { "action_query_norm": 44.35886192321777, "action_relation_loss": 0.008760489476844668, "auxiliary_loss_weight": 1.0, "epoch": 4.331150608044902, "flow_matching_loss": 0.061204594373703, "grad_norm": 0.16053755581378937, "learning_rate": 9.705523001610883e-05, "loss": 0.0706, "relation_loss": 0.009351794701069593, "selected_pairs": 27172.1, "state_query_norm": 44.712406158447266, "state_relation_loss": 0.0005913051136303693, "step": 4630, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.009351794701069593, "weighted_relation_loss": 0.009351794701069593 }, { "action_query_norm": 44.32689666748047, "action_relation_loss": 0.008893339056521654, "auxiliary_loss_weight": 1.0, "epoch": 4.340505144995323, "flow_matching_loss": 0.06191463991999626, "grad_norm": 0.1566147655248642, "learning_rate": 9.703656596922107e-05, "loss": 0.0714, "relation_loss": 0.009473330853506923, "selected_pairs": 26385.8, "state_query_norm": 44.70801467895508, "state_relation_loss": 0.0005799918959382922, "step": 4640, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.009473330853506923, "weighted_relation_loss": 0.009473330853506923 }, { "action_query_norm": 44.33306732177734, "action_relation_loss": 0.008681518817320466, "auxiliary_loss_weight": 1.0, "epoch": 4.349859681945744, "flow_matching_loss": 0.06248040869832039, "grad_norm": 0.16506615281105042, "learning_rate": 9.70178447684704e-05, "loss": 0.0717, "relation_loss": 0.009234762890264392, "selected_pairs": 26946.1, "state_query_norm": 44.70752792358398, "state_relation_loss": 0.0005532440030947327, "step": 4650, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.009234762890264392, "weighted_relation_loss": 0.009234762890264392 }, { "action_query_norm": 44.31895484924316, "action_relation_loss": 0.008966242615133523, "auxiliary_loss_weight": 1.0, "epoch": 4.359214218896165, "flow_matching_loss": 0.06138893105089664, "grad_norm": 0.13721436262130737, "learning_rate": 9.699906643660483e-05, "loss": 0.0709, "relation_loss": 0.009511075634509324, "selected_pairs": 26876.2, "state_query_norm": 44.70336761474609, "state_relation_loss": 0.0005448330863146112, "step": 4660, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.009511075634509324, "weighted_relation_loss": 0.009511075634509324 }, { "action_query_norm": 44.30943603515625, "action_relation_loss": 0.008411341952160001, "auxiliary_loss_weight": 1.0, "epoch": 4.368568755846586, "flow_matching_loss": 0.058835950866341594, "grad_norm": 0.18627150356769562, "learning_rate": 9.698023099644185e-05, "loss": 0.0678, "relation_loss": 0.008970703650265931, "selected_pairs": 27174.4, "state_query_norm": 44.70021553039551, "state_relation_loss": 0.0005593616690021009, "step": 4670, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.008970703650265931, "weighted_relation_loss": 0.008970703650265931 }, { "action_query_norm": 44.32429084777832, "action_relation_loss": 0.008404815290123224, "auxiliary_loss_weight": 1.0, "epoch": 4.377923292797006, "flow_matching_loss": 0.062025174498558044, "grad_norm": 0.26194220781326294, "learning_rate": 9.696133847086823e-05, "loss": 0.071, "relation_loss": 0.008949615526944399, "selected_pairs": 26758.8, "state_query_norm": 44.70010185241699, "state_relation_loss": 0.0005448002106277272, "step": 4680, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.008949615526944399, "weighted_relation_loss": 0.008949615526944399 }, { "action_query_norm": 44.31668701171875, "action_relation_loss": 0.008427141420543193, "auxiliary_loss_weight": 1.0, "epoch": 4.387277829747427, "flow_matching_loss": 0.06255133152008056, "grad_norm": 0.13130992650985718, "learning_rate": 9.694238888284022e-05, "loss": 0.0715, "relation_loss": 0.008951335633173584, "selected_pairs": 27203.0, "state_query_norm": 44.70212593078613, "state_relation_loss": 0.0005241940321866423, "step": 4690, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.008951335633173584, "weighted_relation_loss": 0.008951335633173584 }, { "action_query_norm": 44.318328857421875, "action_relation_loss": 0.008149849250912666, "auxiliary_loss_weight": 1.0, "epoch": 4.396632366697848, "flow_matching_loss": 0.059189239889383315, "grad_norm": 0.10968919098377228, "learning_rate": 9.692338225538333e-05, "loss": 0.0679, "relation_loss": 0.008714748825877906, "selected_pairs": 26989.5, "state_query_norm": 44.69593963623047, "state_relation_loss": 0.0005648995662340895, "step": 4700, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.008714748825877906, "weighted_relation_loss": 0.008714748825877906 }, { "action_query_norm": 44.31866683959961, "action_relation_loss": 0.00861642612144351, "auxiliary_loss_weight": 1.0, "epoch": 4.4059869036482695, "flow_matching_loss": 0.05915864892303944, "grad_norm": 0.1940939724445343, "learning_rate": 9.690431861159241e-05, "loss": 0.0684, "relation_loss": 0.009235999453812838, "selected_pairs": 26391.4, "state_query_norm": 44.69468955993652, "state_relation_loss": 0.0006195733149070293, "step": 4710, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.009235999453812838, "weighted_relation_loss": 0.009235999453812838 }, { "action_query_norm": 44.329594421386716, "action_relation_loss": 0.008468946162611245, "auxiliary_loss_weight": 1.0, "epoch": 4.415341440598691, "flow_matching_loss": 0.06148838996887207, "grad_norm": 0.1932421177625656, "learning_rate": 9.688519797463161e-05, "loss": 0.0705, "relation_loss": 0.00903649153187871, "selected_pairs": 26615.1, "state_query_norm": 44.69537544250488, "state_relation_loss": 0.0005675453459843994, "step": 4720, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.00903649153187871, "weighted_relation_loss": 0.00903649153187871 }, { "action_query_norm": 44.32630233764648, "action_relation_loss": 0.0085566570982337, "auxiliary_loss_weight": 1.0, "epoch": 4.424695977549112, "flow_matching_loss": 0.056718742847442626, "grad_norm": 0.15519751608371735, "learning_rate": 9.686602036773426e-05, "loss": 0.0659, "relation_loss": 0.009152167197316884, "selected_pairs": 26551.4, "state_query_norm": 44.69639091491699, "state_relation_loss": 0.0005955099186394364, "step": 4730, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.009152167197316884, "weighted_relation_loss": 0.009152167197316884 }, { "action_query_norm": 44.320621490478516, "action_relation_loss": 0.008553898520767688, "auxiliary_loss_weight": 1.0, "epoch": 4.434050514499532, "flow_matching_loss": 0.05858287550508976, "grad_norm": 0.15720894932746887, "learning_rate": 9.684678581420302e-05, "loss": 0.0677, "relation_loss": 0.009138875640928745, "selected_pairs": 26685.8, "state_query_norm": 44.692568969726565, "state_relation_loss": 0.000584977213293314, "step": 4740, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.009138875640928745, "weighted_relation_loss": 0.009138875640928745 }, { "action_query_norm": 44.31777114868164, "action_relation_loss": 0.008624211512506008, "auxiliary_loss_weight": 1.0, "epoch": 4.443405051449953, "flow_matching_loss": 0.05942809320986271, "grad_norm": 0.20909881591796875, "learning_rate": 9.682749433740962e-05, "loss": 0.0686, "relation_loss": 0.009196405485272407, "selected_pairs": 26479.2, "state_query_norm": 44.68649559020996, "state_relation_loss": 0.0005721941124647856, "step": 4750, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.009196405485272407, "weighted_relation_loss": 0.009196405485272407 }, { "action_query_norm": 44.29810638427735, "action_relation_loss": 0.00900779296644032, "auxiliary_loss_weight": 1.0, "epoch": 4.452759588400374, "flow_matching_loss": 0.06169772855937481, "grad_norm": 0.1346811056137085, "learning_rate": 9.680814596079507e-05, "loss": 0.0713, "relation_loss": 0.009560128580778838, "selected_pairs": 26325.6, "state_query_norm": 44.69164276123047, "state_relation_loss": 0.000552335538668558, "step": 4760, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.009560128580778838, "weighted_relation_loss": 0.009560128580778838 }, { "action_query_norm": 44.30811538696289, "action_relation_loss": 0.008537124143913388, "auxiliary_loss_weight": 1.0, "epoch": 4.462114125350795, "flow_matching_loss": 0.06351399980485439, "grad_norm": 0.14709343016147614, "learning_rate": 9.678874070786945e-05, "loss": 0.0726, "relation_loss": 0.00911530777812004, "selected_pairs": 26525.3, "state_query_norm": 44.689083862304685, "state_relation_loss": 0.0005781836691312492, "step": 4770, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.00911530777812004, "weighted_relation_loss": 0.00911530777812004 }, { "action_query_norm": 44.314091491699216, "action_relation_loss": 0.0088096771389246, "auxiliary_loss_weight": 1.0, "epoch": 4.471468662301216, "flow_matching_loss": 0.0639607485383749, "grad_norm": 0.231271430850029, "learning_rate": 9.676927860221199e-05, "loss": 0.0733, "relation_loss": 0.009377082157880069, "selected_pairs": 26920.2, "state_query_norm": 44.68746833801269, "state_relation_loss": 0.0005674051586538553, "step": 4780, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.009377082157880069, "weighted_relation_loss": 0.009377082157880069 }, { "action_query_norm": 44.31471061706543, "action_relation_loss": 0.00878977021202445, "auxiliary_loss_weight": 1.0, "epoch": 4.480823199251637, "flow_matching_loss": 0.06334905922412873, "grad_norm": 0.2204435020685196, "learning_rate": 9.674975966747097e-05, "loss": 0.0727, "relation_loss": 0.009361436404287816, "selected_pairs": 26915.8, "state_query_norm": 44.68417129516602, "state_relation_loss": 0.0005716660933103412, "step": 4790, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.009361436404287816, "weighted_relation_loss": 0.009361436404287816 }, { "action_query_norm": 44.307783889770505, "action_relation_loss": 0.008747514896094799, "auxiliary_loss_weight": 1.0, "epoch": 4.490177736202058, "flow_matching_loss": 0.06268753223121167, "grad_norm": 0.17119720578193665, "learning_rate": 9.673018392736374e-05, "loss": 0.072, "relation_loss": 0.009345378447324037, "selected_pairs": 26436.9, "state_query_norm": 44.682267379760745, "state_relation_loss": 0.0005978633940685541, "step": 4800, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.009345378447324037, "weighted_relation_loss": 0.009345378447324037 }, { "action_query_norm": 44.30068740844727, "action_relation_loss": 0.008403418958187104, "auxiliary_loss_weight": 1.0, "epoch": 4.499532273152479, "flow_matching_loss": 0.06296242512762547, "grad_norm": 0.2095009982585907, "learning_rate": 9.671055140567667e-05, "loss": 0.0719, "relation_loss": 0.008981217071413994, "selected_pairs": 27087.2, "state_query_norm": 44.68057441711426, "state_relation_loss": 0.0005777980666607618, "step": 4810, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.008981217071413994, "weighted_relation_loss": 0.008981217071413994 }, { "action_query_norm": 44.297922134399414, "action_relation_loss": 0.008794998889788986, "auxiliary_loss_weight": 1.0, "epoch": 4.5088868101029, "flow_matching_loss": 0.059210055321455, "grad_norm": 0.16820713877677917, "learning_rate": 9.669086212626511e-05, "loss": 0.0686, "relation_loss": 0.009382979292422534, "selected_pairs": 27337.9, "state_query_norm": 44.677758407592776, "state_relation_loss": 0.0005879805015865713, "step": 4820, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.009382979292422534, "weighted_relation_loss": 0.009382979292422534 }, { "action_query_norm": 44.2809455871582, "action_relation_loss": 0.008678204799070954, "auxiliary_loss_weight": 1.0, "epoch": 4.518241347053321, "flow_matching_loss": 0.06286666132509708, "grad_norm": 0.19555416703224182, "learning_rate": 9.667111611305341e-05, "loss": 0.0721, "relation_loss": 0.009223779663443565, "selected_pairs": 27014.6, "state_query_norm": 44.68160171508789, "state_relation_loss": 0.0005455749342218041, "step": 4830, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.009223779663443565, "weighted_relation_loss": 0.009223779663443565 }, { "action_query_norm": 44.290924072265625, "action_relation_loss": 0.008397876750677824, "auxiliary_loss_weight": 1.0, "epoch": 4.527595884003742, "flow_matching_loss": 0.06137552559375763, "grad_norm": 0.16164065897464752, "learning_rate": 9.665131339003486e-05, "loss": 0.0703, "relation_loss": 0.008917841129004955, "selected_pairs": 27315.2, "state_query_norm": 44.67947654724121, "state_relation_loss": 0.0005199642677325755, "step": 4840, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.008917841129004955, "weighted_relation_loss": 0.008917841129004955 }, { "action_query_norm": 44.28368453979492, "action_relation_loss": 0.008898221421986818, "auxiliary_loss_weight": 1.0, "epoch": 4.536950420954163, "flow_matching_loss": 0.0585191298276186, "grad_norm": 0.17756907641887665, "learning_rate": 9.663145398127158e-05, "loss": 0.068, "relation_loss": 0.00943235931918025, "selected_pairs": 26943.8, "state_query_norm": 44.671793365478514, "state_relation_loss": 0.0005341379495803267, "step": 4850, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.00943235931918025, "weighted_relation_loss": 0.00943235931918025 }, { "action_query_norm": 44.285301208496094, "action_relation_loss": 0.008323989901691675, "auxiliary_loss_weight": 1.0, "epoch": 4.546304957904583, "flow_matching_loss": 0.05838267467916012, "grad_norm": 0.14083066582679749, "learning_rate": 9.661153791089467e-05, "loss": 0.0672, "relation_loss": 0.008853992167860269, "selected_pairs": 26363.4, "state_query_norm": 44.67490692138672, "state_relation_loss": 0.0005300025077303872, "step": 4860, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.008853992167860269, "weighted_relation_loss": 0.008853992167860269 }, { "action_query_norm": 44.27777290344238, "action_relation_loss": 0.008627162780612707, "auxiliary_loss_weight": 1.0, "epoch": 4.555659494855004, "flow_matching_loss": 0.058880601078271866, "grad_norm": 0.13212543725967407, "learning_rate": 9.659156520310402e-05, "loss": 0.0681, "relation_loss": 0.009191455133259297, "selected_pairs": 26178.7, "state_query_norm": 44.67421417236328, "state_relation_loss": 0.0005642924283165484, "step": 4870, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.009191455133259297, "weighted_relation_loss": 0.009191455133259297 }, { "action_query_norm": 44.2738655090332, "action_relation_loss": 0.008329467382282019, "auxiliary_loss_weight": 1.0, "epoch": 4.5650140318054255, "flow_matching_loss": 0.06001903004944324, "grad_norm": 0.16247311234474182, "learning_rate": 9.657153588216835e-05, "loss": 0.0689, "relation_loss": 0.008903122134506702, "selected_pairs": 26435.9, "state_query_norm": 44.66978569030762, "state_relation_loss": 0.000573654827894643, "step": 4880, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.008903122134506702, "weighted_relation_loss": 0.008903122134506702 }, { "action_query_norm": 44.263911437988284, "action_relation_loss": 0.008068238943815231, "auxiliary_loss_weight": 1.0, "epoch": 4.574368568755847, "flow_matching_loss": 0.06133421771228313, "grad_norm": 0.16077832877635956, "learning_rate": 9.655144997242516e-05, "loss": 0.0699, "relation_loss": 0.008583759749308228, "selected_pairs": 27193.1, "state_query_norm": 44.66879501342773, "state_relation_loss": 0.0005155208113137632, "step": 4890, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.008583759749308228, "weighted_relation_loss": 0.008583759749308228 }, { "action_query_norm": 44.26537666320801, "action_relation_loss": 0.008038183627650141, "auxiliary_loss_weight": 1.0, "epoch": 4.583723105706268, "flow_matching_loss": 0.05929929502308369, "grad_norm": 0.14951717853546143, "learning_rate": 9.653130749828075e-05, "loss": 0.0679, "relation_loss": 0.008552493155002594, "selected_pairs": 27151.5, "state_query_norm": 44.667087936401366, "state_relation_loss": 0.000514309640857391, "step": 4900, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.008552493155002594, "weighted_relation_loss": 0.008552493155002594 }, { "action_query_norm": 44.26695594787598, "action_relation_loss": 0.00859876787289977, "auxiliary_loss_weight": 1.0, "epoch": 4.593077642656689, "flow_matching_loss": 0.061058010533452035, "grad_norm": 0.1544032245874405, "learning_rate": 9.65111084842101e-05, "loss": 0.0702, "relation_loss": 0.009120951034128666, "selected_pairs": 26505.1, "state_query_norm": 44.66453742980957, "state_relation_loss": 0.000522183152497746, "step": 4910, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.009120951034128666, "weighted_relation_loss": 0.009120951034128666 }, { "action_query_norm": 44.25953979492188, "action_relation_loss": 0.008407329255715013, "auxiliary_loss_weight": 1.0, "epoch": 4.60243217960711, "flow_matching_loss": 0.060758165642619134, "grad_norm": 0.21154463291168213, "learning_rate": 9.649085295475695e-05, "loss": 0.0697, "relation_loss": 0.008910358883440495, "selected_pairs": 26832.7, "state_query_norm": 44.66914710998535, "state_relation_loss": 0.0005030296015320346, "step": 4920, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.008910358883440495, "weighted_relation_loss": 0.008910358883440495 }, { "action_query_norm": 44.27070693969726, "action_relation_loss": 0.008419192396104336, "auxiliary_loss_weight": 1.0, "epoch": 4.61178671655753, "flow_matching_loss": 0.05695059597492218, "grad_norm": 0.16888296604156494, "learning_rate": 9.647054093453365e-05, "loss": 0.0659, "relation_loss": 0.00892602875828743, "selected_pairs": 27038.6, "state_query_norm": 44.664939880371094, "state_relation_loss": 0.000506836420390755, "step": 4930, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.00892602875828743, "weighted_relation_loss": 0.00892602875828743 }, { "action_query_norm": 44.256465148925784, "action_relation_loss": 0.008715464128181338, "auxiliary_loss_weight": 1.0, "epoch": 4.621141253507951, "flow_matching_loss": 0.06045155487954616, "grad_norm": 0.1625012904405594, "learning_rate": 9.645017244822123e-05, "loss": 0.0697, "relation_loss": 0.00922961886972189, "selected_pairs": 27036.7, "state_query_norm": 44.66552734375, "state_relation_loss": 0.0005141547764651478, "step": 4940, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.00922961886972189, "weighted_relation_loss": 0.00922961886972189 }, { "action_query_norm": 44.26904029846192, "action_relation_loss": 0.007997404597699643, "auxiliary_loss_weight": 1.0, "epoch": 4.630495790458372, "flow_matching_loss": 0.05950682312250137, "grad_norm": 0.15438248217105865, "learning_rate": 9.642974752056931e-05, "loss": 0.068, "relation_loss": 0.00850871168076992, "selected_pairs": 26715.9, "state_query_norm": 44.66516952514648, "state_relation_loss": 0.0005113070248626173, "step": 4950, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.00850871168076992, "weighted_relation_loss": 0.00850871168076992 }, { "action_query_norm": 44.25282440185547, "action_relation_loss": 0.008463680185377598, "auxiliary_loss_weight": 1.0, "epoch": 4.639850327408793, "flow_matching_loss": 0.06060786582529545, "grad_norm": 0.1562604010105133, "learning_rate": 9.640926617639613e-05, "loss": 0.0696, "relation_loss": 0.009002161398530006, "selected_pairs": 26277.7, "state_query_norm": 44.65870552062988, "state_relation_loss": 0.0005384811607655138, "step": 4960, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.009002161398530006, "weighted_relation_loss": 0.009002161398530006 }, { "action_query_norm": 44.24924163818359, "action_relation_loss": 0.00844856994226575, "auxiliary_loss_weight": 1.0, "epoch": 4.6492048643592145, "flow_matching_loss": 0.05942037291824818, "grad_norm": 0.18847869336605072, "learning_rate": 9.638872844058843e-05, "loss": 0.0684, "relation_loss": 0.009007178340107202, "selected_pairs": 26803.0, "state_query_norm": 44.65931510925293, "state_relation_loss": 0.0005586082785157487, "step": 4970, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.009007178340107202, "weighted_relation_loss": 0.009007178340107202 }, { "action_query_norm": 44.244602584838866, "action_relation_loss": 0.00803482080809772, "auxiliary_loss_weight": 1.0, "epoch": 4.658559401309635, "flow_matching_loss": 0.059646034985780715, "grad_norm": 0.17874105274677277, "learning_rate": 9.63681343381015e-05, "loss": 0.0682, "relation_loss": 0.008581976313143969, "selected_pairs": 26901.1, "state_query_norm": 44.653202056884766, "state_relation_loss": 0.0005471553682582453, "step": 4980, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.008581976313143969, "weighted_relation_loss": 0.008581976313143969 }, { "action_query_norm": 44.251593017578124, "action_relation_loss": 0.008269874239340424, "auxiliary_loss_weight": 1.0, "epoch": 4.667913938260056, "flow_matching_loss": 0.06268882155418395, "grad_norm": 0.21444964408874512, "learning_rate": 9.634748389395914e-05, "loss": 0.0715, "relation_loss": 0.00878057824447751, "selected_pairs": 26502.4, "state_query_norm": 44.650642776489256, "state_relation_loss": 0.0005107039323775098, "step": 4990, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.00878057824447751, "weighted_relation_loss": 0.00878057824447751 }, { "action_query_norm": 44.247544860839845, "action_relation_loss": 0.00834330772049725, "auxiliary_loss_weight": 1.0, "epoch": 4.677268475210477, "flow_matching_loss": 0.06033744998276234, "grad_norm": 0.20565660297870636, "learning_rate": 9.632677713325353e-05, "loss": 0.0692, "relation_loss": 0.008868380077183246, "selected_pairs": 27039.4, "state_query_norm": 44.65572280883789, "state_relation_loss": 0.0005250722635537386, "step": 5000, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.008868380077183246, "weighted_relation_loss": 0.008868380077183246 }, { "action_query_norm": 44.258178329467775, "action_relation_loss": 0.008272396121174096, "auxiliary_loss_weight": 1.0, "epoch": 4.686623012160898, "flow_matching_loss": 0.058898765593767166, "grad_norm": 0.23331452906131744, "learning_rate": 9.63060140811454e-05, "loss": 0.0677, "relation_loss": 0.008840123098343611, "selected_pairs": 27536.3, "state_query_norm": 44.65076942443848, "state_relation_loss": 0.0005677269480656832, "step": 5010, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.008840123098343611, "weighted_relation_loss": 0.008840123098343611 }, { "action_query_norm": 44.242626953125, "action_relation_loss": 0.008780359616503119, "auxiliary_loss_weight": 1.0, "epoch": 4.695977549111319, "flow_matching_loss": 0.05912766419351101, "grad_norm": 0.22962935268878937, "learning_rate": 9.628519476286379e-05, "loss": 0.0685, "relation_loss": 0.0093628847040236, "selected_pairs": 26875.0, "state_query_norm": 44.64540901184082, "state_relation_loss": 0.0005825250700581819, "step": 5020, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0093628847040236, "weighted_relation_loss": 0.0093628847040236 }, { "action_query_norm": 44.23991355895996, "action_relation_loss": 0.008376909373328089, "auxiliary_loss_weight": 1.0, "epoch": 4.70533208606174, "flow_matching_loss": 0.05909283570945263, "grad_norm": 0.1728779673576355, "learning_rate": 9.626431920370612e-05, "loss": 0.068, "relation_loss": 0.008913584426045418, "selected_pairs": 27154.3, "state_query_norm": 44.644697952270505, "state_relation_loss": 0.0005366750963730737, "step": 5030, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.008913584426045418, "weighted_relation_loss": 0.008913584426045418 }, { "action_query_norm": 44.239641952514646, "action_relation_loss": 0.008401621645316482, "auxiliary_loss_weight": 1.0, "epoch": 4.714686623012161, "flow_matching_loss": 0.06017123199999332, "grad_norm": 0.21888072788715363, "learning_rate": 9.624338742903819e-05, "loss": 0.0692, "relation_loss": 0.0089899814222008, "selected_pairs": 27257.5, "state_query_norm": 44.64499053955078, "state_relation_loss": 0.0005883597070351243, "step": 5040, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0089899814222008, "weighted_relation_loss": 0.0089899814222008 }, { "action_query_norm": 44.23378791809082, "action_relation_loss": 0.008528594067320228, "auxiliary_loss_weight": 1.0, "epoch": 4.724041159962582, "flow_matching_loss": 0.06065202914178371, "grad_norm": 0.24198387563228607, "learning_rate": 9.622239946429406e-05, "loss": 0.0697, "relation_loss": 0.009050773177295923, "selected_pairs": 26686.5, "state_query_norm": 44.64497299194336, "state_relation_loss": 0.0005221791507210582, "step": 5050, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.009050773177295923, "weighted_relation_loss": 0.009050773177295923 }, { "action_query_norm": 44.2344352722168, "action_relation_loss": 0.008686380041763187, "auxiliary_loss_weight": 1.0, "epoch": 4.733395696913003, "flow_matching_loss": 0.061948714032769206, "grad_norm": 0.2562806308269501, "learning_rate": 9.620135533497609e-05, "loss": 0.0712, "relation_loss": 0.00924414126202464, "selected_pairs": 26639.2, "state_query_norm": 44.642791748046875, "state_relation_loss": 0.0005577612144406884, "step": 5060, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.00924414126202464, "weighted_relation_loss": 0.00924414126202464 }, { "action_query_norm": 44.22403526306152, "action_relation_loss": 0.008781787287443877, "auxiliary_loss_weight": 1.0, "epoch": 4.742750233863424, "flow_matching_loss": 0.05845621526241303, "grad_norm": 0.15849167108535767, "learning_rate": 9.61802550666549e-05, "loss": 0.0678, "relation_loss": 0.009324803948402405, "selected_pairs": 26802.0, "state_query_norm": 44.6428279876709, "state_relation_loss": 0.0005430166842415929, "step": 5070, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.009324803948402405, "weighted_relation_loss": 0.009324803948402405 }, { "action_query_norm": 44.23908233642578, "action_relation_loss": 0.007810530764982104, "auxiliary_loss_weight": 1.0, "epoch": 4.752104770813845, "flow_matching_loss": 0.059096064418554306, "grad_norm": 0.18096210062503815, "learning_rate": 9.615909868496928e-05, "loss": 0.0675, "relation_loss": 0.008370291301980614, "selected_pairs": 27221.0, "state_query_norm": 44.645358657836915, "state_relation_loss": 0.0005597605486400425, "step": 5080, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.008370291301980614, "weighted_relation_loss": 0.008370291301980614 }, { "action_query_norm": 44.21623268127441, "action_relation_loss": 0.00894068032503128, "auxiliary_loss_weight": 1.0, "epoch": 4.761459307764266, "flow_matching_loss": 0.06036473847925663, "grad_norm": 0.1537119299173355, "learning_rate": 9.613788621562622e-05, "loss": 0.0699, "relation_loss": 0.009510292205959558, "selected_pairs": 26737.6, "state_query_norm": 44.63978462219238, "state_relation_loss": 0.0005696119129424915, "step": 5090, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.009510292205959558, "weighted_relation_loss": 0.009510292205959558 }, { "action_query_norm": 44.22448997497558, "action_relation_loss": 0.008422032929956913, "auxiliary_loss_weight": 1.0, "epoch": 4.770813844714686, "flow_matching_loss": 0.06158286407589912, "grad_norm": 0.14892925322055817, "learning_rate": 9.611661768440093e-05, "loss": 0.0705, "relation_loss": 0.008939600735902786, "selected_pairs": 26997.2, "state_query_norm": 44.64187316894531, "state_relation_loss": 0.0005175678787054494, "step": 5100, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.008939600735902786, "weighted_relation_loss": 0.008939600735902786 }, { "action_query_norm": 44.23306083679199, "action_relation_loss": 0.00875004157423973, "auxiliary_loss_weight": 1.0, "epoch": 4.780168381665107, "flow_matching_loss": 0.05731450095772743, "grad_norm": 0.17767523229122162, "learning_rate": 9.609529311713661e-05, "loss": 0.0666, "relation_loss": 0.009272908605635167, "selected_pairs": 27201.1, "state_query_norm": 44.63952522277832, "state_relation_loss": 0.0005228670779615641, "step": 5110, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.009272908605635167, "weighted_relation_loss": 0.009272908605635167 }, { "action_query_norm": 44.223806381225586, "action_relation_loss": 0.008430773904547096, "auxiliary_loss_weight": 1.0, "epoch": 4.789522918615528, "flow_matching_loss": 0.05904968678951263, "grad_norm": 0.13664495944976807, "learning_rate": 9.607391253974466e-05, "loss": 0.068, "relation_loss": 0.00895764958113432, "selected_pairs": 27084.9, "state_query_norm": 44.63171463012695, "state_relation_loss": 0.0005268758512102067, "step": 5120, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.00895764958113432, "weighted_relation_loss": 0.00895764958113432 }, { "action_query_norm": 44.228569412231444, "action_relation_loss": 0.00812761322595179, "auxiliary_loss_weight": 1.0, "epoch": 4.7988774555659495, "flow_matching_loss": 0.05781068466603756, "grad_norm": 0.135654479265213, "learning_rate": 9.605247597820448e-05, "loss": 0.0665, "relation_loss": 0.008645206550136208, "selected_pairs": 26688.3, "state_query_norm": 44.63320617675781, "state_relation_loss": 0.0005175933300051838, "step": 5130, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.008645206550136208, "weighted_relation_loss": 0.008645206550136208 }, { "action_query_norm": 44.211591720581055, "action_relation_loss": 0.008658537827432155, "auxiliary_loss_weight": 1.0, "epoch": 4.808231992516371, "flow_matching_loss": 0.0590859267860651, "grad_norm": 0.14034371078014374, "learning_rate": 9.603098345856354e-05, "loss": 0.0683, "relation_loss": 0.009178223833441735, "selected_pairs": 26894.6, "state_query_norm": 44.63494453430176, "state_relation_loss": 0.0005196859798161313, "step": 5140, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.009178223833441735, "weighted_relation_loss": 0.009178223833441735 }, { "action_query_norm": 44.223598098754884, "action_relation_loss": 0.00811463724821806, "auxiliary_loss_weight": 1.0, "epoch": 4.817586529466792, "flow_matching_loss": 0.05790490955114365, "grad_norm": 0.14960680902004242, "learning_rate": 9.600943500693725e-05, "loss": 0.0665, "relation_loss": 0.008627454377710819, "selected_pairs": 26767.9, "state_query_norm": 44.630986022949216, "state_relation_loss": 0.0005128172662807629, "step": 5150, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.008627454377710819, "weighted_relation_loss": 0.008627454377710819 }, { "action_query_norm": 44.2204532623291, "action_relation_loss": 0.0077945610973984, "auxiliary_loss_weight": 1.0, "epoch": 4.826941066417213, "flow_matching_loss": 0.05873498134315014, "grad_norm": 0.15494310855865479, "learning_rate": 9.598783064950902e-05, "loss": 0.067, "relation_loss": 0.00830598259344697, "selected_pairs": 26736.7, "state_query_norm": 44.63420104980469, "state_relation_loss": 0.0005114214494824409, "step": 5160, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.00830598259344697, "weighted_relation_loss": 0.00830598259344697 }, { "action_query_norm": 44.204156494140626, "action_relation_loss": 0.007913646707311272, "auxiliary_loss_weight": 1.0, "epoch": 4.836295603367633, "flow_matching_loss": 0.05682870857417584, "grad_norm": 0.16112415492534637, "learning_rate": 9.596617041253018e-05, "loss": 0.0652, "relation_loss": 0.00841918382793665, "selected_pairs": 26747.3, "state_query_norm": 44.626149368286136, "state_relation_loss": 0.0005055371584603563, "step": 5170, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.00841918382793665, "weighted_relation_loss": 0.00841918382793665 }, { "action_query_norm": 44.218848037719724, "action_relation_loss": 0.00844123070128262, "auxiliary_loss_weight": 1.0, "epoch": 4.845650140318054, "flow_matching_loss": 0.05954174250364304, "grad_norm": 0.12598548829555511, "learning_rate": 9.594445432231996e-05, "loss": 0.0685, "relation_loss": 0.00894962064921856, "selected_pairs": 26881.2, "state_query_norm": 44.622454452514646, "state_relation_loss": 0.000508389834431, "step": 5180, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00894962064921856, "weighted_relation_loss": 0.00894962064921856 }, { "action_query_norm": 44.20192680358887, "action_relation_loss": 0.00829954482614994, "auxiliary_loss_weight": 1.0, "epoch": 4.855004677268475, "flow_matching_loss": 0.06008654125034809, "grad_norm": 0.1593145728111267, "learning_rate": 9.592268240526547e-05, "loss": 0.0689, "relation_loss": 0.00884676668792963, "selected_pairs": 27504.2, "state_query_norm": 44.62186241149902, "state_relation_loss": 0.0005472218472277746, "step": 5190, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.00884676668792963, "weighted_relation_loss": 0.00884676668792963 }, { "action_query_norm": 44.19908561706543, "action_relation_loss": 0.00860971985384822, "auxiliary_loss_weight": 1.0, "epoch": 4.864359214218896, "flow_matching_loss": 0.05885148085653782, "grad_norm": 0.13903994858264923, "learning_rate": 9.590085468782162e-05, "loss": 0.0679, "relation_loss": 0.00909024551510811, "selected_pairs": 26300.9, "state_query_norm": 44.62891159057617, "state_relation_loss": 0.00048052565543912353, "step": 5200, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.00909024551510811, "weighted_relation_loss": 0.00909024551510811 }, { "action_query_norm": 44.19598922729492, "action_relation_loss": 0.008017860911786556, "auxiliary_loss_weight": 1.0, "epoch": 4.873713751169317, "flow_matching_loss": 0.05973903313279152, "grad_norm": 0.1287500113248825, "learning_rate": 9.587897119651116e-05, "loss": 0.0683, "relation_loss": 0.008530288934707642, "selected_pairs": 27092.1, "state_query_norm": 44.62654800415039, "state_relation_loss": 0.0005124281393364072, "step": 5210, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.008530288934707642, "weighted_relation_loss": 0.008530288934707642 }, { "action_query_norm": 44.182077407836914, "action_relation_loss": 0.00792804709635675, "auxiliary_loss_weight": 1.0, "epoch": 4.883068288119738, "flow_matching_loss": 0.05940866582095623, "grad_norm": 0.12324272841215134, "learning_rate": 9.585703195792459e-05, "loss": 0.0679, "relation_loss": 0.008451065234839916, "selected_pairs": 26572.1, "state_query_norm": 44.624817276000975, "state_relation_loss": 0.0005230181297520176, "step": 5220, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.008451065234839916, "weighted_relation_loss": 0.008451065234839916 }, { "action_query_norm": 44.18179931640625, "action_relation_loss": 0.008444733917713165, "auxiliary_loss_weight": 1.0, "epoch": 4.892422825070159, "flow_matching_loss": 0.058620573952794075, "grad_norm": 0.1754489690065384, "learning_rate": 9.583503699872016e-05, "loss": 0.0676, "relation_loss": 0.008966318424791097, "selected_pairs": 26461.9, "state_query_norm": 44.616759872436525, "state_relation_loss": 0.0005215845361817628, "step": 5230, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.008966318424791097, "weighted_relation_loss": 0.008966318424791097 }, { "action_query_norm": 44.16719131469726, "action_relation_loss": 0.008454813621938229, "auxiliary_loss_weight": 1.0, "epoch": 4.90177736202058, "flow_matching_loss": 0.060135717689991, "grad_norm": 0.1795753836631775, "learning_rate": 9.581298634562381e-05, "loss": 0.0691, "relation_loss": 0.008990624267607928, "selected_pairs": 26825.0, "state_query_norm": 44.61704025268555, "state_relation_loss": 0.0005358107999200001, "step": 5240, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.008990624267607928, "weighted_relation_loss": 0.008990624267607928 }, { "action_query_norm": 44.16877822875976, "action_relation_loss": 0.008243430033326149, "auxiliary_loss_weight": 1.0, "epoch": 4.911131898971001, "flow_matching_loss": 0.058799514546990395, "grad_norm": 0.16001452505588531, "learning_rate": 9.579088002542917e-05, "loss": 0.0676, "relation_loss": 0.008808355126529933, "selected_pairs": 27242.4, "state_query_norm": 44.6145320892334, "state_relation_loss": 0.0005649251863360405, "step": 5250, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.008808355126529933, "weighted_relation_loss": 0.008808355126529933 }, { "action_query_norm": 44.163017654418944, "action_relation_loss": 0.008286413131281733, "auxiliary_loss_weight": 1.0, "epoch": 4.920486435921422, "flow_matching_loss": 0.060939985886216165, "grad_norm": 0.1519405096769333, "learning_rate": 9.57687180649975e-05, "loss": 0.0698, "relation_loss": 0.00881667472422123, "selected_pairs": 26881.6, "state_query_norm": 44.619324111938475, "state_relation_loss": 0.0005302616104017943, "step": 5260, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00881667472422123, "weighted_relation_loss": 0.00881667472422123 }, { "action_query_norm": 44.16362991333008, "action_relation_loss": 0.008026879141107201, "auxiliary_loss_weight": 1.0, "epoch": 4.929840972871843, "flow_matching_loss": 0.05735585577785969, "grad_norm": 0.17241957783699036, "learning_rate": 9.574650049125768e-05, "loss": 0.0659, "relation_loss": 0.008535957522690296, "selected_pairs": 26687.0, "state_query_norm": 44.62096061706543, "state_relation_loss": 0.0005090784834465012, "step": 5270, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.008535957522690296, "weighted_relation_loss": 0.008535957522690296 }, { "action_query_norm": 44.15837020874024, "action_relation_loss": 0.007886184053495527, "auxiliary_loss_weight": 1.0, "epoch": 4.939195509822264, "flow_matching_loss": 0.05899455025792122, "grad_norm": 0.146170511841774, "learning_rate": 9.572422733120614e-05, "loss": 0.0674, "relation_loss": 0.008403206057846547, "selected_pairs": 27336.7, "state_query_norm": 44.609151458740236, "state_relation_loss": 0.0005170222400920465, "step": 5280, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.008403206057846547, "weighted_relation_loss": 0.008403206057846547 }, { "action_query_norm": 44.165259552001956, "action_relation_loss": 0.008539582276716829, "auxiliary_loss_weight": 1.0, "epoch": 4.948550046772684, "flow_matching_loss": 0.061661620438098905, "grad_norm": 0.14644619822502136, "learning_rate": 9.570189861190689e-05, "loss": 0.0707, "relation_loss": 0.009025937132537364, "selected_pairs": 26801.0, "state_query_norm": 44.61337471008301, "state_relation_loss": 0.00048635479470249265, "step": 5290, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.009025937132537364, "weighted_relation_loss": 0.009025937132537364 }, { "action_query_norm": 44.17002716064453, "action_relation_loss": 0.008042171644046903, "auxiliary_loss_weight": 1.0, "epoch": 4.9579045837231055, "flow_matching_loss": 0.05675834566354752, "grad_norm": 0.12171037495136261, "learning_rate": 9.56795143604914e-05, "loss": 0.0653, "relation_loss": 0.008542479854077101, "selected_pairs": 26387.4, "state_query_norm": 44.60574150085449, "state_relation_loss": 0.0005003082536859438, "step": 5300, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.008542479854077101, "weighted_relation_loss": 0.008542479854077101 }, { "action_query_norm": 44.153815841674806, "action_relation_loss": 0.008641144540160895, "auxiliary_loss_weight": 1.0, "epoch": 4.967259120673527, "flow_matching_loss": 0.057149647176265715, "grad_norm": 0.14259618520736694, "learning_rate": 9.565707460415869e-05, "loss": 0.0663, "relation_loss": 0.009146909508854151, "selected_pairs": 26897.7, "state_query_norm": 44.60961074829102, "state_relation_loss": 0.0005057649308582768, "step": 5310, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.009146909508854151, "weighted_relation_loss": 0.009146909508854151 }, { "action_query_norm": 44.153038787841794, "action_relation_loss": 0.008009305549785494, "auxiliary_loss_weight": 1.0, "epoch": 4.976613657623948, "flow_matching_loss": 0.05584975890815258, "grad_norm": 0.15327191352844238, "learning_rate": 9.563457937017515e-05, "loss": 0.0643, "relation_loss": 0.008483346365392209, "selected_pairs": 26850.6, "state_query_norm": 44.602751922607425, "state_relation_loss": 0.0004740407690405846, "step": 5320, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.008483346365392209, "weighted_relation_loss": 0.008483346365392209 }, { "action_query_norm": 44.16091346740723, "action_relation_loss": 0.008129856549203396, "auxiliary_loss_weight": 1.0, "epoch": 4.985968194574369, "flow_matching_loss": 0.05769303143024444, "grad_norm": 0.12813130021095276, "learning_rate": 9.56120286858746e-05, "loss": 0.0663, "relation_loss": 0.00861544143408537, "selected_pairs": 27596.7, "state_query_norm": 44.606454849243164, "state_relation_loss": 0.00048558482667431234, "step": 5330, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.00861544143408537, "weighted_relation_loss": 0.00861544143408537 }, { "action_query_norm": 44.14870986938477, "action_relation_loss": 0.008718237560242415, "auxiliary_loss_weight": 1.0, "epoch": 4.99532273152479, "flow_matching_loss": 0.06103776581585407, "grad_norm": 0.13161197304725647, "learning_rate": 9.558942257865829e-05, "loss": 0.0703, "relation_loss": 0.009214961994439363, "selected_pairs": 27059.2, "state_query_norm": 44.602570343017575, "state_relation_loss": 0.0004967245098669082, "step": 5340, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.009214961994439363, "weighted_relation_loss": 0.009214961994439363 }, { "action_query_norm": 44.1424976348877, "action_relation_loss": 0.008021055348217487, "auxiliary_loss_weight": 1.0, "epoch": 5.00467726847521, "flow_matching_loss": 0.05649905651807785, "grad_norm": 0.15919972956180573, "learning_rate": 9.556676107599472e-05, "loss": 0.0651, "relation_loss": 0.00855663362890482, "selected_pairs": 23362.0, "state_query_norm": 44.60202217102051, "state_relation_loss": 0.0005355783679988236, "step": 5350, "valid_action_samples": 210.1, "weighted_auxiliary_loss": 0.00855663362890482, "weighted_relation_loss": 0.00855663362890482 }, { "action_query_norm": 44.138419723510744, "action_relation_loss": 0.00793171999976039, "auxiliary_loss_weight": 1.0, "epoch": 5.014031805425631, "flow_matching_loss": 0.05857743993401528, "grad_norm": 0.16463111340999603, "learning_rate": 9.554404420541978e-05, "loss": 0.067, "relation_loss": 0.008472551591694355, "selected_pairs": 26740.2, "state_query_norm": 44.60019645690918, "state_relation_loss": 0.0005408315104432404, "step": 5360, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.008472551591694355, "weighted_relation_loss": 0.008472551591694355 }, { "action_query_norm": 44.146232986450194, "action_relation_loss": 0.008086209651082754, "auxiliary_loss_weight": 1.0, "epoch": 5.023386342376052, "flow_matching_loss": 0.05662926994264126, "grad_norm": 0.1734691560268402, "learning_rate": 9.55212719945366e-05, "loss": 0.0652, "relation_loss": 0.008613296272233128, "selected_pairs": 26661.4, "state_query_norm": 44.60258102416992, "state_relation_loss": 0.0005270866182399914, "step": 5370, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.008613296272233128, "weighted_relation_loss": 0.008613296272233128 }, { "action_query_norm": 44.14622077941895, "action_relation_loss": 0.007553238654509187, "auxiliary_loss_weight": 1.0, "epoch": 5.032740879326473, "flow_matching_loss": 0.0564220804721117, "grad_norm": 0.19548241794109344, "learning_rate": 9.549844447101559e-05, "loss": 0.0645, "relation_loss": 0.008040569070726634, "selected_pairs": 27112.7, "state_query_norm": 44.59948310852051, "state_relation_loss": 0.00048733053845353427, "step": 5380, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.008040569070726634, "weighted_relation_loss": 0.008040569070726634 }, { "action_query_norm": 44.130619049072266, "action_relation_loss": 0.007940290309488774, "auxiliary_loss_weight": 1.0, "epoch": 5.0420954162768945, "flow_matching_loss": 0.057271790131926535, "grad_norm": 0.18901291489601135, "learning_rate": 9.547556166259433e-05, "loss": 0.0657, "relation_loss": 0.008441394055262208, "selected_pairs": 27224.7, "state_query_norm": 44.594125747680664, "state_relation_loss": 0.0005011036788346246, "step": 5390, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.008441394055262208, "weighted_relation_loss": 0.008441394055262208 }, { "action_query_norm": 44.12945365905762, "action_relation_loss": 0.008436828572303056, "auxiliary_loss_weight": 1.0, "epoch": 5.051449953227316, "flow_matching_loss": 0.05611973479390144, "grad_norm": 0.17584171891212463, "learning_rate": 9.545262359707756e-05, "loss": 0.0651, "relation_loss": 0.00894801439717412, "selected_pairs": 26507.0, "state_query_norm": 44.59790534973145, "state_relation_loss": 0.0005111858336022124, "step": 5400, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.00894801439717412, "weighted_relation_loss": 0.00894801439717412 }, { "action_query_norm": 44.129761123657225, "action_relation_loss": 0.007680081762373447, "auxiliary_loss_weight": 1.0, "epoch": 5.060804490177736, "flow_matching_loss": 0.05656847730278969, "grad_norm": 0.16217346489429474, "learning_rate": 9.542963030233724e-05, "loss": 0.0647, "relation_loss": 0.008166013099253178, "selected_pairs": 26779.8, "state_query_norm": 44.59459228515625, "state_relation_loss": 0.00048593153478577734, "step": 5410, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.008166013099253178, "weighted_relation_loss": 0.008166013099253178 }, { "action_query_norm": 44.11307334899902, "action_relation_loss": 0.008009661408141255, "auxiliary_loss_weight": 1.0, "epoch": 5.070159027128157, "flow_matching_loss": 0.0566330511122942, "grad_norm": 0.1783868670463562, "learning_rate": 9.540658180631237e-05, "loss": 0.0651, "relation_loss": 0.008490344975143671, "selected_pairs": 26569.3, "state_query_norm": 44.58492584228516, "state_relation_loss": 0.0004806835961062461, "step": 5420, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.008490344975143671, "weighted_relation_loss": 0.008490344975143671 }, { "action_query_norm": 44.13049812316895, "action_relation_loss": 0.007219790108501911, "auxiliary_loss_weight": 1.0, "epoch": 5.079513564078578, "flow_matching_loss": 0.05516791269183159, "grad_norm": 0.22720594704151154, "learning_rate": 9.538347813700904e-05, "loss": 0.0629, "relation_loss": 0.007706249784678221, "selected_pairs": 26971.9, "state_query_norm": 44.58823432922363, "state_relation_loss": 0.0004864597402047366, "step": 5430, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.007706249784678221, "weighted_relation_loss": 0.007706249784678221 }, { "action_query_norm": 44.10647315979004, "action_relation_loss": 0.008037675451487303, "auxiliary_loss_weight": 1.0, "epoch": 5.088868101028999, "flow_matching_loss": 0.05776209197938442, "grad_norm": 0.19449244439601898, "learning_rate": 9.536031932250036e-05, "loss": 0.0663, "relation_loss": 0.008527293941006065, "selected_pairs": 26619.8, "state_query_norm": 44.589765548706055, "state_relation_loss": 0.0004896184575045482, "step": 5440, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.008527293941006065, "weighted_relation_loss": 0.008527293941006065 }, { "action_query_norm": 44.11114730834961, "action_relation_loss": 0.008055081916972994, "auxiliary_loss_weight": 1.0, "epoch": 5.09822263797942, "flow_matching_loss": 0.05617612302303314, "grad_norm": 0.20847947895526886, "learning_rate": 9.533710539092653e-05, "loss": 0.0647, "relation_loss": 0.00854096501134336, "selected_pairs": 26205.6, "state_query_norm": 44.59085388183594, "state_relation_loss": 0.0004858830536250025, "step": 5450, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.00854096501134336, "weighted_relation_loss": 0.00854096501134336 }, { "action_query_norm": 44.10549049377441, "action_relation_loss": 0.008219106309115886, "auxiliary_loss_weight": 1.0, "epoch": 5.107577174929841, "flow_matching_loss": 0.056797740235924724, "grad_norm": 0.13843649625778198, "learning_rate": 9.531383637049464e-05, "loss": 0.0655, "relation_loss": 0.008720156736671925, "selected_pairs": 26509.4, "state_query_norm": 44.586706924438474, "state_relation_loss": 0.0005010503431549296, "step": 5460, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.008720156736671925, "weighted_relation_loss": 0.008720156736671925 }, { "action_query_norm": 44.12098503112793, "action_relation_loss": 0.007150439824908972, "auxiliary_loss_weight": 1.0, "epoch": 5.1169317118802615, "flow_matching_loss": 0.05904398858547211, "grad_norm": 0.15765373408794403, "learning_rate": 9.529051228947875e-05, "loss": 0.0667, "relation_loss": 0.0076436765491962435, "selected_pairs": 26646.4, "state_query_norm": 44.582188034057616, "state_relation_loss": 0.0004932367126457393, "step": 5470, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0076436765491962435, "weighted_relation_loss": 0.0076436765491962435 }, { "action_query_norm": 44.12167205810547, "action_relation_loss": 0.007403360866010189, "auxiliary_loss_weight": 1.0, "epoch": 5.126286248830683, "flow_matching_loss": 0.05456362403929234, "grad_norm": 0.11901048570871353, "learning_rate": 9.52671331762198e-05, "loss": 0.0624, "relation_loss": 0.007852514367550611, "selected_pairs": 27361.6, "state_query_norm": 44.58390083312988, "state_relation_loss": 0.0004491535568377003, "step": 5480, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.007852514367550611, "weighted_relation_loss": 0.007852514367550611 }, { "action_query_norm": 44.10610580444336, "action_relation_loss": 0.007523299427703023, "auxiliary_loss_weight": 1.0, "epoch": 5.135640785781104, "flow_matching_loss": 0.05697340704500675, "grad_norm": 0.16121447086334229, "learning_rate": 9.524369905912565e-05, "loss": 0.0649, "relation_loss": 0.007962117856368422, "selected_pairs": 26319.3, "state_query_norm": 44.58492660522461, "state_relation_loss": 0.000438818454858847, "step": 5490, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.007962117856368422, "weighted_relation_loss": 0.007962117856368422 }, { "action_query_norm": 44.112111282348636, "action_relation_loss": 0.007566268648952245, "auxiliary_loss_weight": 1.0, "epoch": 5.144995322731525, "flow_matching_loss": 0.05454388670623302, "grad_norm": 0.15101215243339539, "learning_rate": 9.522020996667092e-05, "loss": 0.0626, "relation_loss": 0.008030086243525147, "selected_pairs": 26922.7, "state_query_norm": 44.58093910217285, "state_relation_loss": 0.00046381760912481693, "step": 5500, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.008030086243525147, "weighted_relation_loss": 0.008030086243525147 }, { "action_query_norm": 44.097638320922854, "action_relation_loss": 0.007778254710137844, "auxiliary_loss_weight": 1.0, "epoch": 5.154349859681946, "flow_matching_loss": 0.05647996291518211, "grad_norm": 0.10527464747428894, "learning_rate": 9.519666592739709e-05, "loss": 0.0647, "relation_loss": 0.008242928888648748, "selected_pairs": 27312.2, "state_query_norm": 44.57475242614746, "state_relation_loss": 0.0004646742483600974, "step": 5510, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.008242928888648748, "weighted_relation_loss": 0.008242928888648748 }, { "action_query_norm": 44.11342658996582, "action_relation_loss": 0.007758952397853136, "auxiliary_loss_weight": 1.0, "epoch": 5.163704396632367, "flow_matching_loss": 0.05557374879717827, "grad_norm": 0.1535092294216156, "learning_rate": 9.517306696991241e-05, "loss": 0.0638, "relation_loss": 0.008233327604830264, "selected_pairs": 26408.9, "state_query_norm": 44.574900436401364, "state_relation_loss": 0.00047437516623176633, "step": 5520, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.008233327604830264, "weighted_relation_loss": 0.008233327604830264 }, { "action_query_norm": 44.09915885925293, "action_relation_loss": 0.0076206158846616745, "auxiliary_loss_weight": 1.0, "epoch": 5.173058933582787, "flow_matching_loss": 0.057425544038414954, "grad_norm": 0.15126332640647888, "learning_rate": 9.51494131228918e-05, "loss": 0.0655, "relation_loss": 0.008116625994443894, "selected_pairs": 26663.8, "state_query_norm": 44.57641754150391, "state_relation_loss": 0.000496010118513368, "step": 5530, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.008116625994443894, "weighted_relation_loss": 0.008116625994443894 }, { "action_query_norm": 44.10092277526856, "action_relation_loss": 0.007484415313228965, "auxiliary_loss_weight": 1.0, "epoch": 5.182413470533208, "flow_matching_loss": 0.056301238015294075, "grad_norm": 0.1368400603532791, "learning_rate": 9.512570441507695e-05, "loss": 0.0643, "relation_loss": 0.007972338143736124, "selected_pairs": 27129.1, "state_query_norm": 44.57389373779297, "state_relation_loss": 0.00048792283923830836, "step": 5540, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.007972338143736124, "weighted_relation_loss": 0.007972338143736124 }, { "action_query_norm": 44.10098991394043, "action_relation_loss": 0.007679033325985074, "auxiliary_loss_weight": 1.0, "epoch": 5.191768007483629, "flow_matching_loss": 0.05682532675564289, "grad_norm": 0.14962440729141235, "learning_rate": 9.510194087527615e-05, "loss": 0.065, "relation_loss": 0.008192004542797804, "selected_pairs": 26548.2, "state_query_norm": 44.56659774780273, "state_relation_loss": 0.0005129711906192824, "step": 5550, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.008192004542797804, "weighted_relation_loss": 0.008192004542797804 }, { "action_query_norm": 44.09565696716309, "action_relation_loss": 0.007725473353639245, "auxiliary_loss_weight": 1.0, "epoch": 5.2011225444340505, "flow_matching_loss": 0.057423874735832214, "grad_norm": 0.16167542338371277, "learning_rate": 9.507812253236435e-05, "loss": 0.0656, "relation_loss": 0.008219642378389836, "selected_pairs": 27571.6, "state_query_norm": 44.570261764526364, "state_relation_loss": 0.0004941688908729702, "step": 5560, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.008219642378389836, "weighted_relation_loss": 0.008219642378389836 }, { "action_query_norm": 44.09221649169922, "action_relation_loss": 0.007645605923607945, "auxiliary_loss_weight": 1.0, "epoch": 5.210477081384472, "flow_matching_loss": 0.057450699433684346, "grad_norm": 0.18149617314338684, "learning_rate": 9.505424941528309e-05, "loss": 0.0656, "relation_loss": 0.00816718591377139, "selected_pairs": 26526.3, "state_query_norm": 44.567544555664064, "state_relation_loss": 0.0005215799959842115, "step": 5570, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.00816718591377139, "weighted_relation_loss": 0.00816718591377139 }, { "action_query_norm": 44.078913879394534, "action_relation_loss": 0.008200795156881213, "auxiliary_loss_weight": 1.0, "epoch": 5.219831618334893, "flow_matching_loss": 0.05700492113828659, "grad_norm": 0.157243013381958, "learning_rate": 9.503032155304046e-05, "loss": 0.0657, "relation_loss": 0.008668701443821192, "selected_pairs": 26946.0, "state_query_norm": 44.566341400146484, "state_relation_loss": 0.0004679063829826191, "step": 5580, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.008668701443821192, "weighted_relation_loss": 0.008668701443821192 }, { "action_query_norm": 44.0822151184082, "action_relation_loss": 0.007720569986850024, "auxiliary_loss_weight": 1.0, "epoch": 5.229186155285314, "flow_matching_loss": 0.05857894420623779, "grad_norm": 0.18868926167488098, "learning_rate": 9.500633897471106e-05, "loss": 0.0668, "relation_loss": 0.008195242704823613, "selected_pairs": 27174.9, "state_query_norm": 44.56954078674316, "state_relation_loss": 0.00047467274125665424, "step": 5590, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.008195242704823613, "weighted_relation_loss": 0.008195242704823613 }, { "action_query_norm": 44.08045120239258, "action_relation_loss": 0.00781329027377069, "auxiliary_loss_weight": 1.0, "epoch": 5.238540692235734, "flow_matching_loss": 0.05758853033185005, "grad_norm": 0.19565355777740479, "learning_rate": 9.498230170943596e-05, "loss": 0.0659, "relation_loss": 0.008304927917197346, "selected_pairs": 26855.0, "state_query_norm": 44.56369590759277, "state_relation_loss": 0.0004916378471534699, "step": 5600, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.008304927917197346, "weighted_relation_loss": 0.008304927917197346 }, { "action_query_norm": 44.079494857788085, "action_relation_loss": 0.007567581534385681, "auxiliary_loss_weight": 1.0, "epoch": 5.247895229186155, "flow_matching_loss": 0.05959913805127144, "grad_norm": 0.17938481271266937, "learning_rate": 9.495820978642275e-05, "loss": 0.0676, "relation_loss": 0.00804594405926764, "selected_pairs": 27106.6, "state_query_norm": 44.56070556640625, "state_relation_loss": 0.00047836248122621325, "step": 5610, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.00804594405926764, "weighted_relation_loss": 0.00804594405926764 }, { "action_query_norm": 44.0717227935791, "action_relation_loss": 0.007327180122956634, "auxiliary_loss_weight": 1.0, "epoch": 5.257249766136576, "flow_matching_loss": 0.05492510125041008, "grad_norm": 0.165793314576149, "learning_rate": 9.493406323494535e-05, "loss": 0.0627, "relation_loss": 0.007809367962181568, "selected_pairs": 26876.7, "state_query_norm": 44.558001327514646, "state_relation_loss": 0.0004821878304937854, "step": 5620, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.007809367962181568, "weighted_relation_loss": 0.007809367962181568 }, { "action_query_norm": 44.079275894165036, "action_relation_loss": 0.008059040876105428, "auxiliary_loss_weight": 1.0, "epoch": 5.266604303086997, "flow_matching_loss": 0.05567143969237805, "grad_norm": 0.20138201117515564, "learning_rate": 9.490986208434413e-05, "loss": 0.0642, "relation_loss": 0.008560617780312895, "selected_pairs": 26261.9, "state_query_norm": 44.55888633728027, "state_relation_loss": 0.0005015768867451698, "step": 5630, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.008560617780312895, "weighted_relation_loss": 0.008560617780312895 }, { "action_query_norm": 44.07138252258301, "action_relation_loss": 0.007494144747033716, "auxiliary_loss_weight": 1.0, "epoch": 5.275958840037418, "flow_matching_loss": 0.057512130588293076, "grad_norm": 0.19656416773796082, "learning_rate": 9.488560636402577e-05, "loss": 0.0655, "relation_loss": 0.007991806091740727, "selected_pairs": 27202.2, "state_query_norm": 44.560428619384766, "state_relation_loss": 0.0004976613126927987, "step": 5640, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.007991806091740727, "weighted_relation_loss": 0.007991806091740727 }, { "action_query_norm": 44.063805389404294, "action_relation_loss": 0.007637982303276658, "auxiliary_loss_weight": 1.0, "epoch": 5.285313376987839, "flow_matching_loss": 0.055091065168380735, "grad_norm": 0.16978925466537476, "learning_rate": 9.486129610346321e-05, "loss": 0.0632, "relation_loss": 0.008133253315463662, "selected_pairs": 27172.4, "state_query_norm": 44.55592765808105, "state_relation_loss": 0.0004952710616635159, "step": 5650, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.008133253315463662, "weighted_relation_loss": 0.008133253315463662 }, { "action_query_norm": 44.05714225769043, "action_relation_loss": 0.007836976880207657, "auxiliary_loss_weight": 1.0, "epoch": 5.29466791393826, "flow_matching_loss": 0.058156703040003775, "grad_norm": 0.15500716865062714, "learning_rate": 9.483693133219576e-05, "loss": 0.0665, "relation_loss": 0.008325663115829229, "selected_pairs": 26824.9, "state_query_norm": 44.56164703369141, "state_relation_loss": 0.0004886862123385071, "step": 5660, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.008325663115829229, "weighted_relation_loss": 0.008325663115829229 }, { "action_query_norm": 44.057442092895506, "action_relation_loss": 0.0076255563646554945, "auxiliary_loss_weight": 1.0, "epoch": 5.304022450888681, "flow_matching_loss": 0.059097761660814284, "grad_norm": 0.13702504336833954, "learning_rate": 9.481251207982888e-05, "loss": 0.0672, "relation_loss": 0.008093130588531495, "selected_pairs": 26458.3, "state_query_norm": 44.55420265197754, "state_relation_loss": 0.0004675741714891046, "step": 5670, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.008093130588531495, "weighted_relation_loss": 0.008093130588531495 }, { "action_query_norm": 44.04863662719727, "action_relation_loss": 0.007534305471926928, "auxiliary_loss_weight": 1.0, "epoch": 5.313376987839102, "flow_matching_loss": 0.05616589039564133, "grad_norm": 0.12529431283473969, "learning_rate": 9.47880383760343e-05, "loss": 0.0642, "relation_loss": 0.007991658337414265, "selected_pairs": 26971.7, "state_query_norm": 44.55230560302734, "state_relation_loss": 0.0004573528509354219, "step": 5680, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.007991658337414265, "weighted_relation_loss": 0.007991658337414265 }, { "action_query_norm": 44.047373580932614, "action_relation_loss": 0.007747919717803598, "auxiliary_loss_weight": 1.0, "epoch": 5.322731524789523, "flow_matching_loss": 0.05518338419497013, "grad_norm": 0.1492680460214615, "learning_rate": 9.476351025054983e-05, "loss": 0.0634, "relation_loss": 0.008213713997974992, "selected_pairs": 27018.2, "state_query_norm": 44.54790687561035, "state_relation_loss": 0.00046579408226534726, "step": 5690, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.008213713997974992, "weighted_relation_loss": 0.008213713997974992 }, { "action_query_norm": 44.06197166442871, "action_relation_loss": 0.007690827501937747, "auxiliary_loss_weight": 1.0, "epoch": 5.332086061739944, "flow_matching_loss": 0.05664523765444755, "grad_norm": 0.16806533932685852, "learning_rate": 9.473892773317952e-05, "loss": 0.0648, "relation_loss": 0.008179982472211123, "selected_pairs": 26873.0, "state_query_norm": 44.55258560180664, "state_relation_loss": 0.0004891548975137994, "step": 5700, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.008179982472211123, "weighted_relation_loss": 0.008179982472211123 }, { "action_query_norm": 44.029842376708984, "action_relation_loss": 0.0077315786387771365, "auxiliary_loss_weight": 1.0, "epoch": 5.341440598690365, "flow_matching_loss": 0.05403960384428501, "grad_norm": 0.16747891902923584, "learning_rate": 9.471429085379338e-05, "loss": 0.0623, "relation_loss": 0.008210837421938778, "selected_pairs": 26276.1, "state_query_norm": 44.55326156616211, "state_relation_loss": 0.00047925889666657897, "step": 5710, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.008210837421938778, "weighted_relation_loss": 0.008210837421938778 }, { "action_query_norm": 44.048265838623045, "action_relation_loss": 0.007789265038445592, "auxiliary_loss_weight": 1.0, "epoch": 5.3507951356407855, "flow_matching_loss": 0.05411301963031292, "grad_norm": 0.13629819452762604, "learning_rate": 9.468959964232757e-05, "loss": 0.0624, "relation_loss": 0.008242757059633732, "selected_pairs": 27154.9, "state_query_norm": 44.547302627563475, "state_relation_loss": 0.0004534920473815873, "step": 5720, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.008242757059633732, "weighted_relation_loss": 0.008242757059633732 }, { "action_query_norm": 44.042367935180664, "action_relation_loss": 0.008078606892377138, "auxiliary_loss_weight": 1.0, "epoch": 5.360149672591207, "flow_matching_loss": 0.05683009885251522, "grad_norm": 0.13331134617328644, "learning_rate": 9.466485412878425e-05, "loss": 0.0653, "relation_loss": 0.008515324210748076, "selected_pairs": 26553.9, "state_query_norm": 44.54334983825684, "state_relation_loss": 0.00043671735329553485, "step": 5730, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.008515324210748076, "weighted_relation_loss": 0.008515324210748076 }, { "action_query_norm": 44.041735076904295, "action_relation_loss": 0.007573517411947251, "auxiliary_loss_weight": 1.0, "epoch": 5.369504209541628, "flow_matching_loss": 0.05468808300793171, "grad_norm": 0.20532183349132538, "learning_rate": 9.464005434323154e-05, "loss": 0.0627, "relation_loss": 0.008031101431697607, "selected_pairs": 26803.3, "state_query_norm": 44.54201049804688, "state_relation_loss": 0.00045758404303342104, "step": 5740, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.008031101431697607, "weighted_relation_loss": 0.008031101431697607 }, { "action_query_norm": 44.03671455383301, "action_relation_loss": 0.008244621008634568, "auxiliary_loss_weight": 1.0, "epoch": 5.378858746492049, "flow_matching_loss": 0.05677931308746338, "grad_norm": 0.1581134796142578, "learning_rate": 9.461520031580352e-05, "loss": 0.0655, "relation_loss": 0.00868772305548191, "selected_pairs": 27059.6, "state_query_norm": 44.546416473388675, "state_relation_loss": 0.00044310224475339053, "step": 5750, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.00868772305548191, "weighted_relation_loss": 0.00868772305548191 }, { "action_query_norm": 44.03744964599609, "action_relation_loss": 0.007500736182555557, "auxiliary_loss_weight": 1.0, "epoch": 5.38821328344247, "flow_matching_loss": 0.057062048092484476, "grad_norm": 0.15705104172229767, "learning_rate": 9.459029207670019e-05, "loss": 0.065, "relation_loss": 0.007980676274746657, "selected_pairs": 27181.1, "state_query_norm": 44.541939926147464, "state_relation_loss": 0.0004799400980118662, "step": 5760, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.007980676274746657, "weighted_relation_loss": 0.007980676274746657 }, { "action_query_norm": 44.03019561767578, "action_relation_loss": 0.007509702490642667, "auxiliary_loss_weight": 1.0, "epoch": 5.397567820392891, "flow_matching_loss": 0.05723213627934456, "grad_norm": 0.19822436571121216, "learning_rate": 9.456532965618737e-05, "loss": 0.0652, "relation_loss": 0.00797896976582706, "selected_pairs": 26613.9, "state_query_norm": 44.54127655029297, "state_relation_loss": 0.0004692673624958843, "step": 5770, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.00797896976582706, "weighted_relation_loss": 0.00797896976582706 }, { "action_query_norm": 44.02854919433594, "action_relation_loss": 0.007410115981474519, "auxiliary_loss_weight": 1.0, "epoch": 5.406922357343311, "flow_matching_loss": 0.05839674845337868, "grad_norm": 0.1690918207168579, "learning_rate": 9.454031308459681e-05, "loss": 0.0663, "relation_loss": 0.00790806943550706, "selected_pairs": 27269.6, "state_query_norm": 44.53530311584473, "state_relation_loss": 0.0004979535442544147, "step": 5780, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.00790806943550706, "weighted_relation_loss": 0.00790806943550706 }, { "action_query_norm": 44.034074020385745, "action_relation_loss": 0.007740228530019521, "auxiliary_loss_weight": 1.0, "epoch": 5.416276894293732, "flow_matching_loss": 0.055598773434758185, "grad_norm": 0.15919867157936096, "learning_rate": 9.451524239232595e-05, "loss": 0.0638, "relation_loss": 0.008190450025722384, "selected_pairs": 26415.6, "state_query_norm": 44.53376655578613, "state_relation_loss": 0.00045022158592473717, "step": 5790, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.008190450025722384, "weighted_relation_loss": 0.008190450025722384 }, { "action_query_norm": 44.0165599822998, "action_relation_loss": 0.007035291474312544, "auxiliary_loss_weight": 1.0, "epoch": 5.425631431244153, "flow_matching_loss": 0.056357357650995255, "grad_norm": 0.16336552798748016, "learning_rate": 9.449011760983809e-05, "loss": 0.0639, "relation_loss": 0.00751482667401433, "selected_pairs": 26490.2, "state_query_norm": 44.52896156311035, "state_relation_loss": 0.00047953514440450816, "step": 5800, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.00751482667401433, "weighted_relation_loss": 0.00751482667401433 }, { "action_query_norm": 44.01584815979004, "action_relation_loss": 0.00723703415133059, "auxiliary_loss_weight": 1.0, "epoch": 5.4349859681945745, "flow_matching_loss": 0.05524884723126888, "grad_norm": 0.16435334086418152, "learning_rate": 9.446493876766218e-05, "loss": 0.063, "relation_loss": 0.007704639807343483, "selected_pairs": 27287.8, "state_query_norm": 44.53032760620117, "state_relation_loss": 0.0004676056618336588, "step": 5810, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.007704639807343483, "weighted_relation_loss": 0.007704639807343483 }, { "action_query_norm": 44.02870254516601, "action_relation_loss": 0.007823175424709916, "auxiliary_loss_weight": 1.0, "epoch": 5.444340505144996, "flow_matching_loss": 0.05968627743422985, "grad_norm": 0.1565684974193573, "learning_rate": 9.44397058963929e-05, "loss": 0.068, "relation_loss": 0.008308393321931362, "selected_pairs": 27059.5, "state_query_norm": 44.534772872924805, "state_relation_loss": 0.00048521795542910695, "step": 5820, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.008308393321931362, "weighted_relation_loss": 0.008308393321931362 }, { "action_query_norm": 44.03500900268555, "action_relation_loss": 0.007616164116188884, "auxiliary_loss_weight": 1.0, "epoch": 5.453695042095417, "flow_matching_loss": 0.05500067323446274, "grad_norm": 0.19516687095165253, "learning_rate": 9.441441902669056e-05, "loss": 0.0631, "relation_loss": 0.008094074064865708, "selected_pairs": 26595.7, "state_query_norm": 44.52711143493652, "state_relation_loss": 0.0004779099574079737, "step": 5830, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.008094074064865708, "weighted_relation_loss": 0.008094074064865708 }, { "action_query_norm": 44.03040657043457, "action_relation_loss": 0.00755297471769154, "auxiliary_loss_weight": 1.0, "epoch": 5.463049579045837, "flow_matching_loss": 0.05677470825612545, "grad_norm": 0.11652971804141998, "learning_rate": 9.43890781892811e-05, "loss": 0.0648, "relation_loss": 0.008015250694006682, "selected_pairs": 27014.4, "state_query_norm": 44.532174301147464, "state_relation_loss": 0.0004622759181074798, "step": 5840, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.008015250694006682, "weighted_relation_loss": 0.008015250694006682 }, { "action_query_norm": 44.02744483947754, "action_relation_loss": 0.007740182476118207, "auxiliary_loss_weight": 1.0, "epoch": 5.472404115996258, "flow_matching_loss": 0.05502802431583405, "grad_norm": 0.18949733674526215, "learning_rate": 9.436368341495603e-05, "loss": 0.0632, "relation_loss": 0.008207641029730438, "selected_pairs": 26949.8, "state_query_norm": 44.52639465332031, "state_relation_loss": 0.0004674584954045713, "step": 5850, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.008207641029730438, "weighted_relation_loss": 0.008207641029730438 }, { "action_query_norm": 44.01800727844238, "action_relation_loss": 0.007596644852310419, "auxiliary_loss_weight": 1.0, "epoch": 5.481758652946679, "flow_matching_loss": 0.056259486451745035, "grad_norm": 0.14801648259162903, "learning_rate": 9.43382347345724e-05, "loss": 0.0643, "relation_loss": 0.008064033091068267, "selected_pairs": 27335.9, "state_query_norm": 44.52258796691895, "state_relation_loss": 0.0004673882242059335, "step": 5860, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.008064033091068267, "weighted_relation_loss": 0.008064033091068267 }, { "action_query_norm": 44.005673217773435, "action_relation_loss": 0.007657626643776894, "auxiliary_loss_weight": 1.0, "epoch": 5.4911131898971, "flow_matching_loss": 0.055511243641376495, "grad_norm": 0.11780445277690887, "learning_rate": 9.431273217905273e-05, "loss": 0.0636, "relation_loss": 0.00812872899696231, "selected_pairs": 26948.9, "state_query_norm": 44.525858306884764, "state_relation_loss": 0.00047110234445426615, "step": 5870, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.00812872899696231, "weighted_relation_loss": 0.00812872899696231 }, { "action_query_norm": 44.01648216247558, "action_relation_loss": 0.0072931254282593725, "auxiliary_loss_weight": 1.0, "epoch": 5.500467726847521, "flow_matching_loss": 0.05495710223913193, "grad_norm": 0.171376034617424, "learning_rate": 9.428717577938504e-05, "loss": 0.0627, "relation_loss": 0.007746751513332128, "selected_pairs": 26688.4, "state_query_norm": 44.52122459411621, "state_relation_loss": 0.0004536261723842472, "step": 5880, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.007746751513332128, "weighted_relation_loss": 0.007746751513332128 }, { "action_query_norm": 44.02815895080566, "action_relation_loss": 0.007365151913836599, "auxiliary_loss_weight": 1.0, "epoch": 5.509822263797942, "flow_matching_loss": 0.05703759044408798, "grad_norm": 0.14283797144889832, "learning_rate": 9.426156556662276e-05, "loss": 0.0648, "relation_loss": 0.007780860969796776, "selected_pairs": 26641.6, "state_query_norm": 44.5269157409668, "state_relation_loss": 0.0004157090821536258, "step": 5890, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.007780860969796776, "weighted_relation_loss": 0.007780860969796776 }, { "action_query_norm": 43.99893646240234, "action_relation_loss": 0.007933428138494491, "auxiliary_loss_weight": 1.0, "epoch": 5.519176800748363, "flow_matching_loss": 0.05642079412937164, "grad_norm": 0.15973617136478424, "learning_rate": 9.423590157188474e-05, "loss": 0.0648, "relation_loss": 0.008362584235146641, "selected_pairs": 26851.1, "state_query_norm": 44.51486320495606, "state_relation_loss": 0.00042915600934065876, "step": 5900, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.008362584235146641, "weighted_relation_loss": 0.008362584235146641 }, { "action_query_norm": 43.99973983764649, "action_relation_loss": 0.007707819528877735, "auxiliary_loss_weight": 1.0, "epoch": 5.528531337698784, "flow_matching_loss": 0.05736280791461468, "grad_norm": 0.19663302600383759, "learning_rate": 9.421018382635513e-05, "loss": 0.0655, "relation_loss": 0.00814845347777009, "selected_pairs": 26630.4, "state_query_norm": 44.51654319763183, "state_relation_loss": 0.00044063398672733456, "step": 5910, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.00814845347777009, "weighted_relation_loss": 0.00814845347777009 }, { "action_query_norm": 44.006268692016604, "action_relation_loss": 0.007553870417177677, "auxiliary_loss_weight": 1.0, "epoch": 5.537885874649205, "flow_matching_loss": 0.056634757295250894, "grad_norm": 0.15181925892829895, "learning_rate": 9.418441236128343e-05, "loss": 0.0646, "relation_loss": 0.007995799835771322, "selected_pairs": 26711.6, "state_query_norm": 44.52076454162598, "state_relation_loss": 0.00044192934001330286, "step": 5920, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.007995799835771322, "weighted_relation_loss": 0.007995799835771322 }, { "action_query_norm": 43.990858459472655, "action_relation_loss": 0.007500700745731592, "auxiliary_loss_weight": 1.0, "epoch": 5.547240411599626, "flow_matching_loss": 0.05398586727678776, "grad_norm": 0.17182622849941254, "learning_rate": 9.41585872079844e-05, "loss": 0.0619, "relation_loss": 0.00792611795477569, "selected_pairs": 27744.1, "state_query_norm": 44.51334800720215, "state_relation_loss": 0.0004254171915818006, "step": 5930, "valid_action_samples": 236.0, "weighted_auxiliary_loss": 0.00792611795477569, "weighted_relation_loss": 0.00792611795477569 }, { "action_query_norm": 43.99544105529785, "action_relation_loss": 0.007499447278678417, "auxiliary_loss_weight": 1.0, "epoch": 5.556594948550047, "flow_matching_loss": 0.05505184680223465, "grad_norm": 0.14628566801548004, "learning_rate": 9.413270839783802e-05, "loss": 0.063, "relation_loss": 0.007968045491725206, "selected_pairs": 26741.4, "state_query_norm": 44.50862197875976, "state_relation_loss": 0.0004685982596129179, "step": 5940, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.007968045491725206, "weighted_relation_loss": 0.007968045491725206 }, { "action_query_norm": 44.00515213012695, "action_relation_loss": 0.007688766624778509, "auxiliary_loss_weight": 1.0, "epoch": 5.565949485500468, "flow_matching_loss": 0.057074879109859464, "grad_norm": 0.1391693651676178, "learning_rate": 9.41067759622895e-05, "loss": 0.0652, "relation_loss": 0.008126734150573611, "selected_pairs": 26776.6, "state_query_norm": 44.510520935058594, "state_relation_loss": 0.00043796755198854953, "step": 5950, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.008126734150573611, "weighted_relation_loss": 0.008126734150573611 }, { "action_query_norm": 44.00617218017578, "action_relation_loss": 0.007792674051597714, "auxiliary_loss_weight": 1.0, "epoch": 5.575304022450888, "flow_matching_loss": 0.055615561082959175, "grad_norm": 0.2103864699602127, "learning_rate": 9.408078993284917e-05, "loss": 0.0639, "relation_loss": 0.008253970881924033, "selected_pairs": 26529.1, "state_query_norm": 44.50659866333008, "state_relation_loss": 0.0004612967750290409, "step": 5960, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.008253970881924033, "weighted_relation_loss": 0.008253970881924033 }, { "action_query_norm": 43.97261428833008, "action_relation_loss": 0.00746722356416285, "auxiliary_loss_weight": 1.0, "epoch": 5.584658559401309, "flow_matching_loss": 0.057829960435628894, "grad_norm": 0.145847886800766, "learning_rate": 9.405475034109254e-05, "loss": 0.0657, "relation_loss": 0.00791703206487, "selected_pairs": 26644.7, "state_query_norm": 44.507655715942384, "state_relation_loss": 0.00044980851525906474, "step": 5970, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.00791703206487, "weighted_relation_loss": 0.00791703206487 }, { "action_query_norm": 43.9802001953125, "action_relation_loss": 0.007338824961334467, "auxiliary_loss_weight": 1.0, "epoch": 5.5940130963517305, "flow_matching_loss": 0.05474920310080052, "grad_norm": 0.1987188458442688, "learning_rate": 9.402865721866015e-05, "loss": 0.0625, "relation_loss": 0.0077873004600405695, "selected_pairs": 26301.0, "state_query_norm": 44.50005187988281, "state_relation_loss": 0.0004484755772864446, "step": 5980, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0077873004600405695, "weighted_relation_loss": 0.0077873004600405695 }, { "action_query_norm": 44.00476760864258, "action_relation_loss": 0.007130998186767101, "auxiliary_loss_weight": 1.0, "epoch": 5.603367633302152, "flow_matching_loss": 0.05436956100165844, "grad_norm": 0.13226206600666046, "learning_rate": 9.400251059725762e-05, "loss": 0.062, "relation_loss": 0.007591269351541996, "selected_pairs": 26803.1, "state_query_norm": 44.50044593811035, "state_relation_loss": 0.00046027111820876596, "step": 5990, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.007591269351541996, "weighted_relation_loss": 0.007591269351541996 }, { "action_query_norm": 43.978346252441405, "action_relation_loss": 0.007644092524424195, "auxiliary_loss_weight": 1.0, "epoch": 5.612722170252573, "flow_matching_loss": 0.05598712749779224, "grad_norm": 0.1511753499507904, "learning_rate": 9.397631050865554e-05, "loss": 0.0641, "relation_loss": 0.00807322459295392, "selected_pairs": 26915.3, "state_query_norm": 44.50488471984863, "state_relation_loss": 0.00042913204233627764, "step": 6000, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.00807322459295392, "weighted_relation_loss": 0.00807322459295392 }, { "action_query_norm": 43.98394584655762, "action_relation_loss": 0.007371460786089301, "auxiliary_loss_weight": 1.0, "epoch": 5.622076707202994, "flow_matching_loss": 0.05501035638153553, "grad_norm": 0.16690902411937714, "learning_rate": 9.395005698468949e-05, "loss": 0.0628, "relation_loss": 0.007835277682170272, "selected_pairs": 27026.6, "state_query_norm": 44.494242095947264, "state_relation_loss": 0.0004638169426470995, "step": 6010, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.007835277682170272, "weighted_relation_loss": 0.007835277682170272 }, { "action_query_norm": 43.975325393676755, "action_relation_loss": 0.0074520066380500795, "auxiliary_loss_weight": 1.0, "epoch": 5.631431244153415, "flow_matching_loss": 0.05540179572999478, "grad_norm": 0.2226867824792862, "learning_rate": 9.392375005726e-05, "loss": 0.0633, "relation_loss": 0.007880934653803707, "selected_pairs": 27200.2, "state_query_norm": 44.505043029785156, "state_relation_loss": 0.000428927963366732, "step": 6020, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.007880934653803707, "weighted_relation_loss": 0.007880934653803707 }, { "action_query_norm": 43.96304473876953, "action_relation_loss": 0.007236908655613661, "auxiliary_loss_weight": 1.0, "epoch": 5.640785781103835, "flow_matching_loss": 0.05332280546426773, "grad_norm": 0.15694434940814972, "learning_rate": 9.389738975833242e-05, "loss": 0.061, "relation_loss": 0.007680440600961447, "selected_pairs": 26696.7, "state_query_norm": 44.4984691619873, "state_relation_loss": 0.0004435318725882098, "step": 6030, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.007680440600961447, "weighted_relation_loss": 0.007680440600961447 }, { "action_query_norm": 43.97102661132813, "action_relation_loss": 0.007533442741259932, "auxiliary_loss_weight": 1.0, "epoch": 5.650140318054256, "flow_matching_loss": 0.056073525547981264, "grad_norm": 0.13255195319652557, "learning_rate": 9.387097611993707e-05, "loss": 0.0641, "relation_loss": 0.00799925341270864, "selected_pairs": 26919.0, "state_query_norm": 44.494773864746094, "state_relation_loss": 0.00046581074129790066, "step": 6040, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.00799925341270864, "weighted_relation_loss": 0.00799925341270864 }, { "action_query_norm": 43.96830177307129, "action_relation_loss": 0.007721144473180175, "auxiliary_loss_weight": 1.0, "epoch": 5.659494855004677, "flow_matching_loss": 0.05682574920356274, "grad_norm": 0.11026636511087418, "learning_rate": 9.384450917416894e-05, "loss": 0.065, "relation_loss": 0.008170045865699648, "selected_pairs": 27009.5, "state_query_norm": 44.49930038452148, "state_relation_loss": 0.0004489012761041522, "step": 6050, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.008170045865699648, "weighted_relation_loss": 0.008170045865699648 }, { "action_query_norm": 43.95960464477539, "action_relation_loss": 0.007700008386746049, "auxiliary_loss_weight": 1.0, "epoch": 5.668849391955098, "flow_matching_loss": 0.05706590451300144, "grad_norm": 0.15046018362045288, "learning_rate": 9.381798895318792e-05, "loss": 0.0652, "relation_loss": 0.008142413711175323, "selected_pairs": 26828.1, "state_query_norm": 44.49277877807617, "state_relation_loss": 0.00044240535353310404, "step": 6060, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.008142413711175323, "weighted_relation_loss": 0.008142413711175323 }, { "action_query_norm": 43.969905090332034, "action_relation_loss": 0.007561094872653484, "auxiliary_loss_weight": 1.0, "epoch": 5.6782039289055195, "flow_matching_loss": 0.05424487479031086, "grad_norm": 0.14483270049095154, "learning_rate": 9.379141548921853e-05, "loss": 0.0623, "relation_loss": 0.00801080367527902, "selected_pairs": 27220.6, "state_query_norm": 44.48702163696289, "state_relation_loss": 0.0004497088317293674, "step": 6070, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.00801080367527902, "weighted_relation_loss": 0.00801080367527902 }, { "action_query_norm": 43.94863090515137, "action_relation_loss": 0.007439127378165722, "auxiliary_loss_weight": 1.0, "epoch": 5.68755846585594, "flow_matching_loss": 0.05715712159872055, "grad_norm": 0.1351793110370636, "learning_rate": 9.376478881455009e-05, "loss": 0.065, "relation_loss": 0.007885695109143854, "selected_pairs": 27269.6, "state_query_norm": 44.48666648864746, "state_relation_loss": 0.0004465676960535347, "step": 6080, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.007885695109143854, "weighted_relation_loss": 0.007885695109143854 }, { "action_query_norm": 43.940412521362305, "action_relation_loss": 0.007121992995962501, "auxiliary_loss_weight": 1.0, "epoch": 5.696913002806361, "flow_matching_loss": 0.05461169183254242, "grad_norm": 0.1672961562871933, "learning_rate": 9.373810896153647e-05, "loss": 0.0622, "relation_loss": 0.007564601814374327, "selected_pairs": 27342.2, "state_query_norm": 44.491024017333984, "state_relation_loss": 0.00044260881841182707, "step": 6090, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.007564601814374327, "weighted_relation_loss": 0.007564601814374327 }, { "action_query_norm": 43.94464340209961, "action_relation_loss": 0.007080580992624164, "auxiliary_loss_weight": 1.0, "epoch": 5.706267539756782, "flow_matching_loss": 0.05655688010156155, "grad_norm": 0.12533599138259888, "learning_rate": 9.371137596259623e-05, "loss": 0.0641, "relation_loss": 0.007519886735826731, "selected_pairs": 27346.2, "state_query_norm": 44.48757781982422, "state_relation_loss": 0.0004393057402921841, "step": 6100, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.007519886735826731, "weighted_relation_loss": 0.007519886735826731 }, { "action_query_norm": 43.941668319702146, "action_relation_loss": 0.007653534132987261, "auxiliary_loss_weight": 1.0, "epoch": 5.715622076707203, "flow_matching_loss": 0.056744784489274024, "grad_norm": 0.1524939239025116, "learning_rate": 9.368458985021248e-05, "loss": 0.0648, "relation_loss": 0.00808642990887165, "selected_pairs": 26277.3, "state_query_norm": 44.487335968017575, "state_relation_loss": 0.00043289576715324076, "step": 6110, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.00808642990887165, "weighted_relation_loss": 0.00808642990887165 }, { "action_query_norm": 43.9445140838623, "action_relation_loss": 0.007826848281547427, "auxiliary_loss_weight": 1.0, "epoch": 5.724976613657624, "flow_matching_loss": 0.05834831371903419, "grad_norm": 0.16212044656276703, "learning_rate": 9.365775065693287e-05, "loss": 0.0666, "relation_loss": 0.008269130252301693, "selected_pairs": 26673.4, "state_query_norm": 44.48095932006836, "state_relation_loss": 0.00044228195038158445, "step": 6120, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.008269130252301693, "weighted_relation_loss": 0.008269130252301693 }, { "action_query_norm": 43.94439964294433, "action_relation_loss": 0.007443440286442638, "auxiliary_loss_weight": 1.0, "epoch": 5.734331150608045, "flow_matching_loss": 0.05422705747187138, "grad_norm": 0.14697574079036713, "learning_rate": 9.363085841536957e-05, "loss": 0.0621, "relation_loss": 0.007876748824492097, "selected_pairs": 27148.0, "state_query_norm": 44.48177299499512, "state_relation_loss": 0.0004333084070822224, "step": 6130, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.007876748824492097, "weighted_relation_loss": 0.007876748824492097 }, { "action_query_norm": 43.93273582458496, "action_relation_loss": 0.007568924082443118, "auxiliary_loss_weight": 1.0, "epoch": 5.743685687558466, "flow_matching_loss": 0.05472712889313698, "grad_norm": 0.16216464340686798, "learning_rate": 9.360391315819917e-05, "loss": 0.0628, "relation_loss": 0.008023258857429027, "selected_pairs": 27009.9, "state_query_norm": 44.47840194702148, "state_relation_loss": 0.00045433466148097067, "step": 6140, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.008023258857429027, "weighted_relation_loss": 0.008023258857429027 }, { "action_query_norm": 43.92794532775879, "action_relation_loss": 0.007586087146773934, "auxiliary_loss_weight": 1.0, "epoch": 5.7530402245088865, "flow_matching_loss": 0.054661748185753825, "grad_norm": 0.1482306569814682, "learning_rate": 9.357691491816269e-05, "loss": 0.0627, "relation_loss": 0.008022965071722865, "selected_pairs": 27107.1, "state_query_norm": 44.482037734985354, "state_relation_loss": 0.00043687793076969684, "step": 6150, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.008022965071722865, "weighted_relation_loss": 0.008022965071722865 }, { "action_query_norm": 43.92081985473633, "action_relation_loss": 0.007292323932051659, "auxiliary_loss_weight": 1.0, "epoch": 5.762394761459308, "flow_matching_loss": 0.05516010597348213, "grad_norm": 0.14981408417224884, "learning_rate": 9.354986372806557e-05, "loss": 0.0629, "relation_loss": 0.007727259211242199, "selected_pairs": 26159.3, "state_query_norm": 44.47948303222656, "state_relation_loss": 0.0004349353926954791, "step": 6160, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.007727259211242199, "weighted_relation_loss": 0.007727259211242199 }, { "action_query_norm": 43.90093574523926, "action_relation_loss": 0.007551247114315629, "auxiliary_loss_weight": 1.0, "epoch": 5.771749298409729, "flow_matching_loss": 0.05476984865963459, "grad_norm": 0.14673902094364166, "learning_rate": 9.352275962077752e-05, "loss": 0.0628, "relation_loss": 0.007990573113784195, "selected_pairs": 26877.3, "state_query_norm": 44.47135925292969, "state_relation_loss": 0.0004393259616335854, "step": 6170, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.007990573113784195, "weighted_relation_loss": 0.007990573113784195 }, { "action_query_norm": 43.91944046020508, "action_relation_loss": 0.007480135373771191, "auxiliary_loss_weight": 1.0, "epoch": 5.78110383536015, "flow_matching_loss": 0.05580783747136593, "grad_norm": 0.169485405087471, "learning_rate": 9.349560262923262e-05, "loss": 0.0637, "relation_loss": 0.007900180807337166, "selected_pairs": 26895.0, "state_query_norm": 44.473680114746095, "state_relation_loss": 0.0004200453869998455, "step": 6180, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.007900180807337166, "weighted_relation_loss": 0.007900180807337166 }, { "action_query_norm": 43.92122955322266, "action_relation_loss": 0.0072084758430719376, "auxiliary_loss_weight": 1.0, "epoch": 5.790458372310571, "flow_matching_loss": 0.05315229296684265, "grad_norm": 0.1564217209815979, "learning_rate": 9.346839278642913e-05, "loss": 0.0608, "relation_loss": 0.007635163469240069, "selected_pairs": 26651.4, "state_query_norm": 44.470909118652344, "state_relation_loss": 0.00042668755631893875, "step": 6190, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.007635163469240069, "weighted_relation_loss": 0.007635163469240069 }, { "action_query_norm": 43.93005256652832, "action_relation_loss": 0.007382578123360873, "auxiliary_loss_weight": 1.0, "epoch": 5.799812909260991, "flow_matching_loss": 0.054762277752161026, "grad_norm": 0.13730792701244354, "learning_rate": 9.344113012542963e-05, "loss": 0.0626, "relation_loss": 0.007817445648834109, "selected_pairs": 26765.2, "state_query_norm": 44.47252159118652, "state_relation_loss": 0.00043486755748745054, "step": 6200, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.007817445648834109, "weighted_relation_loss": 0.007817445648834109 }, { "action_query_norm": 43.92130012512207, "action_relation_loss": 0.007366056879982352, "auxiliary_loss_weight": 1.0, "epoch": 5.809167446211412, "flow_matching_loss": 0.05621778629720211, "grad_norm": 0.16025537252426147, "learning_rate": 9.341381467936079e-05, "loss": 0.064, "relation_loss": 0.007820208836346865, "selected_pairs": 27359.0, "state_query_norm": 44.4657341003418, "state_relation_loss": 0.00045415191270876677, "step": 6210, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.007820208836346865, "weighted_relation_loss": 0.007820208836346865 }, { "action_query_norm": 43.925378036499026, "action_relation_loss": 0.00731885964050889, "auxiliary_loss_weight": 1.0, "epoch": 5.818521983161833, "flow_matching_loss": 0.054070330783724786, "grad_norm": 0.16988830268383026, "learning_rate": 9.338644648141346e-05, "loss": 0.0618, "relation_loss": 0.007753421925008297, "selected_pairs": 26343.6, "state_query_norm": 44.472136688232425, "state_relation_loss": 0.0004345622641267255, "step": 6220, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.007753421925008297, "weighted_relation_loss": 0.007753421925008297 }, { "action_query_norm": 43.91552543640137, "action_relation_loss": 0.007333415327593684, "auxiliary_loss_weight": 1.0, "epoch": 5.827876520112254, "flow_matching_loss": 0.0551891565322876, "grad_norm": 0.16348019242286682, "learning_rate": 9.335902556484257e-05, "loss": 0.063, "relation_loss": 0.0077699556481093165, "selected_pairs": 27335.0, "state_query_norm": 44.46388893127441, "state_relation_loss": 0.0004365403874544427, "step": 6230, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0077699556481093165, "weighted_relation_loss": 0.0077699556481093165 }, { "action_query_norm": 43.90432968139648, "action_relation_loss": 0.007378217903897167, "auxiliary_loss_weight": 1.0, "epoch": 5.8372310570626755, "flow_matching_loss": 0.05573452934622765, "grad_norm": 0.14078225195407867, "learning_rate": 9.333155196296712e-05, "loss": 0.0635, "relation_loss": 0.007805885374546051, "selected_pairs": 26590.5, "state_query_norm": 44.46761131286621, "state_relation_loss": 0.0004276674007996917, "step": 6240, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.007805885374546051, "weighted_relation_loss": 0.007805885374546051 }, { "action_query_norm": 43.91507110595703, "action_relation_loss": 0.0072377577889710665, "auxiliary_loss_weight": 1.0, "epoch": 5.846585594013097, "flow_matching_loss": 0.056384599581360814, "grad_norm": 0.18960203230381012, "learning_rate": 9.330402570917016e-05, "loss": 0.0641, "relation_loss": 0.007695099525153637, "selected_pairs": 27206.4, "state_query_norm": 44.46240653991699, "state_relation_loss": 0.0004573416488710791, "step": 6250, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.007695099525153637, "weighted_relation_loss": 0.007695099525153637 }, { "action_query_norm": 43.90101509094238, "action_relation_loss": 0.007360346568748355, "auxiliary_loss_weight": 1.0, "epoch": 5.855940130963518, "flow_matching_loss": 0.05633379258215428, "grad_norm": 0.18315966427326202, "learning_rate": 9.327644683689865e-05, "loss": 0.0641, "relation_loss": 0.007786556612700224, "selected_pairs": 26826.8, "state_query_norm": 44.46368179321289, "state_relation_loss": 0.00042621005268301816, "step": 6260, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.007786556612700224, "weighted_relation_loss": 0.007786556612700224 }, { "action_query_norm": 43.90380363464355, "action_relation_loss": 0.007316926773637533, "auxiliary_loss_weight": 1.0, "epoch": 5.865294667913938, "flow_matching_loss": 0.05410900674760342, "grad_norm": 0.16775421798229218, "learning_rate": 9.324881537966354e-05, "loss": 0.0619, "relation_loss": 0.007754534715786576, "selected_pairs": 26804.9, "state_query_norm": 44.46166763305664, "state_relation_loss": 0.00043760791304521264, "step": 6270, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.007754534715786576, "weighted_relation_loss": 0.007754534715786576 }, { "action_query_norm": 43.902290725708006, "action_relation_loss": 0.007557915756478906, "auxiliary_loss_weight": 1.0, "epoch": 5.874649204864359, "flow_matching_loss": 0.055378411710262296, "grad_norm": 0.16097897291183472, "learning_rate": 9.322113137103964e-05, "loss": 0.0634, "relation_loss": 0.008004827052354812, "selected_pairs": 26894.4, "state_query_norm": 44.46535949707031, "state_relation_loss": 0.0004469113191589713, "step": 6280, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.008004827052354812, "weighted_relation_loss": 0.008004827052354812 }, { "action_query_norm": 43.88373222351074, "action_relation_loss": 0.007515379134565592, "auxiliary_loss_weight": 1.0, "epoch": 5.88400374181478, "flow_matching_loss": 0.05653202570974827, "grad_norm": 0.12967325747013092, "learning_rate": 9.319339484466564e-05, "loss": 0.0645, "relation_loss": 0.0079400684684515, "selected_pairs": 26984.7, "state_query_norm": 44.45534248352051, "state_relation_loss": 0.00042468945903237907, "step": 6290, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0079400684684515, "weighted_relation_loss": 0.0079400684684515 }, { "action_query_norm": 43.91059837341309, "action_relation_loss": 0.0073853507172316315, "auxiliary_loss_weight": 1.0, "epoch": 5.893358278765201, "flow_matching_loss": 0.05415202230215073, "grad_norm": 0.1326739490032196, "learning_rate": 9.316560583424403e-05, "loss": 0.062, "relation_loss": 0.007801257539540529, "selected_pairs": 26828.0, "state_query_norm": 44.45268592834473, "state_relation_loss": 0.0004159069008892402, "step": 6300, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.007801257539540529, "weighted_relation_loss": 0.007801257539540529 }, { "action_query_norm": 43.90029716491699, "action_relation_loss": 0.007345726899802685, "auxiliary_loss_weight": 1.0, "epoch": 5.902712815715622, "flow_matching_loss": 0.05436924546957016, "grad_norm": 0.17393502593040466, "learning_rate": 9.313776437354108e-05, "loss": 0.0621, "relation_loss": 0.007760784216225147, "selected_pairs": 27181.5, "state_query_norm": 44.45618591308594, "state_relation_loss": 0.0004150573280639946, "step": 6310, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.007760784216225147, "weighted_relation_loss": 0.007760784216225147 }, { "action_query_norm": 43.893819427490236, "action_relation_loss": 0.006991861434653401, "auxiliary_loss_weight": 1.0, "epoch": 5.9120673526660426, "flow_matching_loss": 0.053121186420321466, "grad_norm": 0.14313940703868866, "learning_rate": 9.31098704963868e-05, "loss": 0.0606, "relation_loss": 0.007434856565669179, "selected_pairs": 26965.1, "state_query_norm": 44.45252799987793, "state_relation_loss": 0.0004429951310157776, "step": 6320, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.007434856565669179, "weighted_relation_loss": 0.007434856565669179 }, { "action_query_norm": 43.8891300201416, "action_relation_loss": 0.007201653020456433, "auxiliary_loss_weight": 1.0, "epoch": 5.921421889616464, "flow_matching_loss": 0.05299583934247494, "grad_norm": 0.15657047927379608, "learning_rate": 9.308192423667485e-05, "loss": 0.0606, "relation_loss": 0.00763589758425951, "selected_pairs": 26893.4, "state_query_norm": 44.4513126373291, "state_relation_loss": 0.0004342444823123515, "step": 6330, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.00763589758425951, "weighted_relation_loss": 0.00763589758425951 }, { "action_query_norm": 43.87865295410156, "action_relation_loss": 0.007099356455728412, "auxiliary_loss_weight": 1.0, "epoch": 5.930776426566885, "flow_matching_loss": 0.055472719669342044, "grad_norm": 0.1261722445487976, "learning_rate": 9.305392562836262e-05, "loss": 0.063, "relation_loss": 0.007529757218435407, "selected_pairs": 27224.4, "state_query_norm": 44.45069007873535, "state_relation_loss": 0.0004304006870370358, "step": 6340, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.007529757218435407, "weighted_relation_loss": 0.007529757218435407 }, { "action_query_norm": 43.88233757019043, "action_relation_loss": 0.0072092027869075535, "auxiliary_loss_weight": 1.0, "epoch": 5.940130963517306, "flow_matching_loss": 0.05375952646136284, "grad_norm": 0.2015656679868698, "learning_rate": 9.3025874705471e-05, "loss": 0.0614, "relation_loss": 0.007661747792735696, "selected_pairs": 26664.6, "state_query_norm": 44.44876899719238, "state_relation_loss": 0.0004525451571680605, "step": 6350, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.007661747792735696, "weighted_relation_loss": 0.007661747792735696 }, { "action_query_norm": 43.85608558654785, "action_relation_loss": 0.00678458851762116, "auxiliary_loss_weight": 1.0, "epoch": 5.949485500467727, "flow_matching_loss": 0.053072234988212584, "grad_norm": 0.16810235381126404, "learning_rate": 9.299777150208457e-05, "loss": 0.0603, "relation_loss": 0.007220765203237533, "selected_pairs": 26341.9, "state_query_norm": 44.4464729309082, "state_relation_loss": 0.000436176749644801, "step": 6360, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.007220765203237533, "weighted_relation_loss": 0.007220765203237533 }, { "action_query_norm": 43.85762748718262, "action_relation_loss": 0.007458673836663365, "auxiliary_loss_weight": 1.0, "epoch": 5.958840037418148, "flow_matching_loss": 0.05536248423159122, "grad_norm": 0.15828993916511536, "learning_rate": 9.296961605235133e-05, "loss": 0.0633, "relation_loss": 0.007894319761544467, "selected_pairs": 27452.1, "state_query_norm": 44.44828834533691, "state_relation_loss": 0.0004356457735411823, "step": 6370, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.007894319761544467, "weighted_relation_loss": 0.007894319761544467 }, { "action_query_norm": 43.8559009552002, "action_relation_loss": 0.007411936996504664, "auxiliary_loss_weight": 1.0, "epoch": 5.968194574368569, "flow_matching_loss": 0.05484120883047581, "grad_norm": 0.1795727014541626, "learning_rate": 9.29414083904828e-05, "loss": 0.0627, "relation_loss": 0.007856181403622032, "selected_pairs": 27312.7, "state_query_norm": 44.44565353393555, "state_relation_loss": 0.0004442444798769429, "step": 6380, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.007856181403622032, "weighted_relation_loss": 0.007856181403622032 }, { "action_query_norm": 43.86047172546387, "action_relation_loss": 0.007123528374359011, "auxiliary_loss_weight": 1.0, "epoch": 5.977549111318989, "flow_matching_loss": 0.05746663510799408, "grad_norm": 0.1650300770998001, "learning_rate": 9.291314855075397e-05, "loss": 0.065, "relation_loss": 0.007573900418356061, "selected_pairs": 26806.3, "state_query_norm": 44.43970565795898, "state_relation_loss": 0.00045037200034130364, "step": 6390, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.007573900418356061, "weighted_relation_loss": 0.007573900418356061 }, { "action_query_norm": 43.877149200439455, "action_relation_loss": 0.0070257417391985655, "auxiliary_loss_weight": 1.0, "epoch": 5.9869036482694105, "flow_matching_loss": 0.056511102989315984, "grad_norm": 0.1299808919429779, "learning_rate": 9.288483656750322e-05, "loss": 0.064, "relation_loss": 0.007466092752292752, "selected_pairs": 26798.4, "state_query_norm": 44.44053688049316, "state_relation_loss": 0.0004403510625706986, "step": 6400, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.007466092752292752, "weighted_relation_loss": 0.007466092752292752 }, { "action_query_norm": 43.85508651733399, "action_relation_loss": 0.007237413804978133, "auxiliary_loss_weight": 1.0, "epoch": 5.996258185219832, "flow_matching_loss": 0.05457322858273983, "grad_norm": 0.1374255120754242, "learning_rate": 9.285647247513225e-05, "loss": 0.0623, "relation_loss": 0.007698640553280711, "selected_pairs": 26619.8, "state_query_norm": 44.44068717956543, "state_relation_loss": 0.0004612268006894737, "step": 6410, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.007698640553280711, "weighted_relation_loss": 0.007698640553280711 }, { "action_query_norm": 43.84962539672851, "action_relation_loss": 0.0068875238299369815, "auxiliary_loss_weight": 1.0, "epoch": 6.005612722170253, "flow_matching_loss": 0.052909047529101375, "grad_norm": 0.15499746799468994, "learning_rate": 9.282805630810614e-05, "loss": 0.0602, "relation_loss": 0.007332990178838372, "selected_pairs": 23926.7, "state_query_norm": 44.44168472290039, "state_relation_loss": 0.00044546643330249934, "step": 6420, "valid_action_samples": 212.7, "weighted_auxiliary_loss": 0.007332990178838372, "weighted_relation_loss": 0.007332990178838372 }, { "action_query_norm": 43.84440116882324, "action_relation_loss": 0.007339551858603954, "auxiliary_loss_weight": 1.0, "epoch": 6.014967259120674, "flow_matching_loss": 0.05432727113366127, "grad_norm": 0.14830809831619263, "learning_rate": 9.279958810095317e-05, "loss": 0.0621, "relation_loss": 0.007798638474196195, "selected_pairs": 26690.3, "state_query_norm": 44.44087295532226, "state_relation_loss": 0.0004590866941725835, "step": 6430, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.007798638474196195, "weighted_relation_loss": 0.007798638474196195 }, { "action_query_norm": 43.84785346984863, "action_relation_loss": 0.006819902127608657, "auxiliary_loss_weight": 1.0, "epoch": 6.024321796071095, "flow_matching_loss": 0.05294747725129127, "grad_norm": 0.1569676548242569, "learning_rate": 9.277106788826494e-05, "loss": 0.0602, "relation_loss": 0.007260861434042453, "selected_pairs": 26732.6, "state_query_norm": 44.43118896484375, "state_relation_loss": 0.00044095939956605433, "step": 6440, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.007260861434042453, "weighted_relation_loss": 0.007260861434042453 }, { "action_query_norm": 43.83556137084961, "action_relation_loss": 0.006784666376188397, "auxiliary_loss_weight": 1.0, "epoch": 6.033676333021515, "flow_matching_loss": 0.05316493473947048, "grad_norm": 0.10503397136926651, "learning_rate": 9.274249570469618e-05, "loss": 0.0604, "relation_loss": 0.007243361743167043, "selected_pairs": 27291.4, "state_query_norm": 44.43891716003418, "state_relation_loss": 0.0004586953698890284, "step": 6450, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.007243361743167043, "weighted_relation_loss": 0.007243361743167043 }, { "action_query_norm": 43.840915298461915, "action_relation_loss": 0.006798975542187691, "auxiliary_loss_weight": 1.0, "epoch": 6.043030869971936, "flow_matching_loss": 0.055414341017603876, "grad_norm": 0.15676908195018768, "learning_rate": 9.271387158496476e-05, "loss": 0.0627, "relation_loss": 0.007245629094541073, "selected_pairs": 27152.3, "state_query_norm": 44.43293495178223, "state_relation_loss": 0.0004466535552637652, "step": 6460, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.007245629094541073, "weighted_relation_loss": 0.007245629094541073 }, { "action_query_norm": 43.83823928833008, "action_relation_loss": 0.0068169163540005686, "auxiliary_loss_weight": 1.0, "epoch": 6.052385406922357, "flow_matching_loss": 0.05302614979445934, "grad_norm": 0.1635921746492386, "learning_rate": 9.268519556385173e-05, "loss": 0.0603, "relation_loss": 0.007225350057706237, "selected_pairs": 27086.6, "state_query_norm": 44.43741302490234, "state_relation_loss": 0.00040843366587068887, "step": 6470, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.007225350057706237, "weighted_relation_loss": 0.007225350057706237 }, { "action_query_norm": 43.84207725524902, "action_relation_loss": 0.006837739795446396, "auxiliary_loss_weight": 1.0, "epoch": 6.061739943872778, "flow_matching_loss": 0.0535694133490324, "grad_norm": 0.1380642056465149, "learning_rate": 9.265646767620113e-05, "loss": 0.0608, "relation_loss": 0.0072524779941886665, "selected_pairs": 27080.1, "state_query_norm": 44.43259735107422, "state_relation_loss": 0.00041473821038380266, "step": 6480, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0072524779941886665, "weighted_relation_loss": 0.0072524779941886665 }, { "action_query_norm": 43.84740791320801, "action_relation_loss": 0.006717267818748951, "auxiliary_loss_weight": 1.0, "epoch": 6.0710944808231995, "flow_matching_loss": 0.05310473032295704, "grad_norm": 0.1564960926771164, "learning_rate": 9.262768795692006e-05, "loss": 0.0602, "relation_loss": 0.007128100888803601, "selected_pairs": 26996.7, "state_query_norm": 44.43745880126953, "state_relation_loss": 0.0004108330642338842, "step": 6490, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.007128100888803601, "weighted_relation_loss": 0.007128100888803601 }, { "action_query_norm": 43.851495361328126, "action_relation_loss": 0.006630136957392096, "auxiliary_loss_weight": 1.0, "epoch": 6.080449017773621, "flow_matching_loss": 0.05347622223198414, "grad_norm": 0.1770225614309311, "learning_rate": 9.259885644097861e-05, "loss": 0.0605, "relation_loss": 0.007062780950218439, "selected_pairs": 27008.8, "state_query_norm": 44.4283390045166, "state_relation_loss": 0.0004326439375290647, "step": 6500, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.007062780950218439, "weighted_relation_loss": 0.007062780950218439 }, { "action_query_norm": 43.82093200683594, "action_relation_loss": 0.006688916496932507, "auxiliary_loss_weight": 1.0, "epoch": 6.089803554724041, "flow_matching_loss": 0.05343102850019932, "grad_norm": 0.20026524364948273, "learning_rate": 9.256997316340976e-05, "loss": 0.0606, "relation_loss": 0.007123203109949827, "selected_pairs": 26528.5, "state_query_norm": 44.42891731262207, "state_relation_loss": 0.0004342865984654054, "step": 6510, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.007123203109949827, "weighted_relation_loss": 0.007123203109949827 }, { "action_query_norm": 43.80894012451172, "action_relation_loss": 0.007007652055472135, "auxiliary_loss_weight": 1.0, "epoch": 6.099158091674462, "flow_matching_loss": 0.05225688517093659, "grad_norm": 0.13942275941371918, "learning_rate": 9.254103815930943e-05, "loss": 0.0597, "relation_loss": 0.0074260163120925425, "selected_pairs": 26506.6, "state_query_norm": 44.423432159423825, "state_relation_loss": 0.00041836429154500364, "step": 6520, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0074260163120925425, "weighted_relation_loss": 0.0074260163120925425 }, { "action_query_norm": 43.832081985473636, "action_relation_loss": 0.006878224341198802, "auxiliary_loss_weight": 1.0, "epoch": 6.108512628624883, "flow_matching_loss": 0.05310412459075451, "grad_norm": 0.15298019349575043, "learning_rate": 9.251205146383636e-05, "loss": 0.0604, "relation_loss": 0.00732632870785892, "selected_pairs": 26625.1, "state_query_norm": 44.42648582458496, "state_relation_loss": 0.00044810447725467383, "step": 6530, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.00732632870785892, "weighted_relation_loss": 0.00732632870785892 }, { "action_query_norm": 43.821642303466795, "action_relation_loss": 0.006720741745084524, "auxiliary_loss_weight": 1.0, "epoch": 6.117867165575304, "flow_matching_loss": 0.053599404916167256, "grad_norm": 0.12948906421661377, "learning_rate": 9.248301311221216e-05, "loss": 0.0607, "relation_loss": 0.007143306033685804, "selected_pairs": 27504.8, "state_query_norm": 44.41946029663086, "state_relation_loss": 0.00042256425076629965, "step": 6540, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.007143306033685804, "weighted_relation_loss": 0.007143306033685804 }, { "action_query_norm": 43.82602500915527, "action_relation_loss": 0.00654020793735981, "auxiliary_loss_weight": 1.0, "epoch": 6.127221702525725, "flow_matching_loss": 0.05301373265683651, "grad_norm": 0.1717059463262558, "learning_rate": 9.245392313972115e-05, "loss": 0.06, "relation_loss": 0.006954145105555654, "selected_pairs": 26917.4, "state_query_norm": 44.41781349182129, "state_relation_loss": 0.0004139372205827385, "step": 6550, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.006954145105555654, "weighted_relation_loss": 0.006954145105555654 }, { "action_query_norm": 43.80005645751953, "action_relation_loss": 0.007017776556313038, "auxiliary_loss_weight": 1.0, "epoch": 6.136576239476146, "flow_matching_loss": 0.05342274829745293, "grad_norm": 0.14569537341594696, "learning_rate": 9.242478158171037e-05, "loss": 0.0609, "relation_loss": 0.007447565626353026, "selected_pairs": 26735.5, "state_query_norm": 44.41963272094726, "state_relation_loss": 0.00042978907586075363, "step": 6560, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.007447565626353026, "weighted_relation_loss": 0.007447565626353026 }, { "action_query_norm": 43.80358390808105, "action_relation_loss": 0.0067331480327993635, "auxiliary_loss_weight": 1.0, "epoch": 6.1459307764265665, "flow_matching_loss": 0.055929363891482356, "grad_norm": 0.12372367084026337, "learning_rate": 9.239558847358957e-05, "loss": 0.0631, "relation_loss": 0.007147326460108161, "selected_pairs": 26903.7, "state_query_norm": 44.416419982910156, "state_relation_loss": 0.0004141784069361165, "step": 6570, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.007147326460108161, "weighted_relation_loss": 0.007147326460108161 }, { "action_query_norm": 43.78459167480469, "action_relation_loss": 0.006948915589600801, "auxiliary_loss_weight": 1.0, "epoch": 6.155285313376988, "flow_matching_loss": 0.052983229979872704, "grad_norm": 0.16369500756263733, "learning_rate": 9.236634385083114e-05, "loss": 0.0603, "relation_loss": 0.007360166078433395, "selected_pairs": 26816.6, "state_query_norm": 44.417562103271486, "state_relation_loss": 0.00041125050338450817, "step": 6580, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.007360166078433395, "weighted_relation_loss": 0.007360166078433395 }, { "action_query_norm": 43.81523742675781, "action_relation_loss": 0.006766744237393141, "auxiliary_loss_weight": 1.0, "epoch": 6.164639850327409, "flow_matching_loss": 0.054185619205236436, "grad_norm": 0.1706569492816925, "learning_rate": 9.233704774897005e-05, "loss": 0.0613, "relation_loss": 0.007157804863527417, "selected_pairs": 27292.0, "state_query_norm": 44.41500968933106, "state_relation_loss": 0.0003910606203135103, "step": 6590, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.007157804863527417, "weighted_relation_loss": 0.007157804863527417 }, { "action_query_norm": 43.79345436096192, "action_relation_loss": 0.006666591111570597, "auxiliary_loss_weight": 1.0, "epoch": 6.17399438727783, "flow_matching_loss": 0.05219502635300159, "grad_norm": 0.14766748249530792, "learning_rate": 9.230770020360382e-05, "loss": 0.0592, "relation_loss": 0.007049249298870563, "selected_pairs": 26785.9, "state_query_norm": 44.41730880737305, "state_relation_loss": 0.0003826581785688177, "step": 6600, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.007049249298870563, "weighted_relation_loss": 0.007049249298870563 }, { "action_query_norm": 43.774939346313474, "action_relation_loss": 0.007091930182650685, "auxiliary_loss_weight": 1.0, "epoch": 6.183348924228251, "flow_matching_loss": 0.053130428120493886, "grad_norm": 0.11323659121990204, "learning_rate": 9.227830125039247e-05, "loss": 0.0606, "relation_loss": 0.007488295342773199, "selected_pairs": 27116.3, "state_query_norm": 44.4095157623291, "state_relation_loss": 0.0003963651048252359, "step": 6610, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.007488295342773199, "weighted_relation_loss": 0.007488295342773199 }, { "action_query_norm": 43.78628311157227, "action_relation_loss": 0.00670305984094739, "auxiliary_loss_weight": 1.0, "epoch": 6.192703461178672, "flow_matching_loss": 0.050668439641594884, "grad_norm": 0.102040596306324, "learning_rate": 9.224885092505853e-05, "loss": 0.0577, "relation_loss": 0.007074191560968756, "selected_pairs": 26898.4, "state_query_norm": 44.41327056884766, "state_relation_loss": 0.00037113165599294006, "step": 6620, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.007074191560968756, "weighted_relation_loss": 0.007074191560968756 }, { "action_query_norm": 43.807012939453124, "action_relation_loss": 0.006685292115435004, "auxiliary_loss_weight": 1.0, "epoch": 6.202057998129092, "flow_matching_loss": 0.05333344824612141, "grad_norm": 0.1224445179104805, "learning_rate": 9.221934926338691e-05, "loss": 0.0604, "relation_loss": 0.007074395148083568, "selected_pairs": 26701.0, "state_query_norm": 44.4072811126709, "state_relation_loss": 0.0003891030763043091, "step": 6630, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.007074395148083568, "weighted_relation_loss": 0.007074395148083568 }, { "action_query_norm": 43.7998779296875, "action_relation_loss": 0.006738976296037436, "auxiliary_loss_weight": 1.0, "epoch": 6.211412535079513, "flow_matching_loss": 0.05216541588306427, "grad_norm": 0.15083497762680054, "learning_rate": 9.21897963012249e-05, "loss": 0.0593, "relation_loss": 0.00713791698217392, "selected_pairs": 26737.8, "state_query_norm": 44.40672225952149, "state_relation_loss": 0.0003989407094195485, "step": 6640, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.00713791698217392, "weighted_relation_loss": 0.00713791698217392 }, { "action_query_norm": 43.787593841552734, "action_relation_loss": 0.007383124995976686, "auxiliary_loss_weight": 1.0, "epoch": 6.220767072029934, "flow_matching_loss": 0.055247443914413455, "grad_norm": 0.11266011744737625, "learning_rate": 9.216019207448217e-05, "loss": 0.063, "relation_loss": 0.007801737869158387, "selected_pairs": 26277.3, "state_query_norm": 44.401454544067384, "state_relation_loss": 0.0004186129168374464, "step": 6650, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.007801737869158387, "weighted_relation_loss": 0.007801737869158387 }, { "action_query_norm": 43.78249626159668, "action_relation_loss": 0.0069774489384144545, "auxiliary_loss_weight": 1.0, "epoch": 6.2301216089803555, "flow_matching_loss": 0.052466153725981714, "grad_norm": 0.12894316017627716, "learning_rate": 9.21305366191306e-05, "loss": 0.0598, "relation_loss": 0.007379986299201846, "selected_pairs": 27033.8, "state_query_norm": 44.4035343170166, "state_relation_loss": 0.0004025374219054356, "step": 6660, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.007379986299201846, "weighted_relation_loss": 0.007379986299201846 }, { "action_query_norm": 43.77484397888183, "action_relation_loss": 0.006722633168101311, "auxiliary_loss_weight": 1.0, "epoch": 6.239476145930777, "flow_matching_loss": 0.055808992311358455, "grad_norm": 0.17000341415405273, "learning_rate": 9.21008299712044e-05, "loss": 0.0629, "relation_loss": 0.007119466550648212, "selected_pairs": 26571.6, "state_query_norm": 44.401818084716794, "state_relation_loss": 0.0003968333650846034, "step": 6670, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.007119466550648212, "weighted_relation_loss": 0.007119466550648212 }, { "action_query_norm": 43.796243286132814, "action_relation_loss": 0.007075605867430568, "auxiliary_loss_weight": 1.0, "epoch": 6.248830682881198, "flow_matching_loss": 0.054834648966789246, "grad_norm": 0.12092134356498718, "learning_rate": 9.207107216679993e-05, "loss": 0.0623, "relation_loss": 0.007463844772428274, "selected_pairs": 26779.7, "state_query_norm": 44.39764823913574, "state_relation_loss": 0.0003882389661157504, "step": 6680, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.007463844772428274, "weighted_relation_loss": 0.007463844772428274 }, { "action_query_norm": 43.78963279724121, "action_relation_loss": 0.006928916275501251, "auxiliary_loss_weight": 1.0, "epoch": 6.258185219831619, "flow_matching_loss": 0.05467057600617409, "grad_norm": 0.1458144634962082, "learning_rate": 9.204126324207574e-05, "loss": 0.062, "relation_loss": 0.007319437758997083, "selected_pairs": 26410.5, "state_query_norm": 44.394281005859376, "state_relation_loss": 0.0003905214718542993, "step": 6690, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.007319437758997083, "weighted_relation_loss": 0.007319437758997083 }, { "action_query_norm": 43.80736656188965, "action_relation_loss": 0.007053389586508274, "auxiliary_loss_weight": 1.0, "epoch": 6.267539756782039, "flow_matching_loss": 0.05473278500139713, "grad_norm": 0.15125633776187897, "learning_rate": 9.201140323325248e-05, "loss": 0.0622, "relation_loss": 0.0074614436365664, "selected_pairs": 26851.0, "state_query_norm": 44.39058837890625, "state_relation_loss": 0.0004080539743881673, "step": 6700, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0074614436365664, "weighted_relation_loss": 0.0074614436365664 }, { "action_query_norm": 43.7839916229248, "action_relation_loss": 0.006944321468472481, "auxiliary_loss_weight": 1.0, "epoch": 6.27689429373246, "flow_matching_loss": 0.05446554496884346, "grad_norm": 0.20804297924041748, "learning_rate": 9.198149217661287e-05, "loss": 0.0618, "relation_loss": 0.00736591899767518, "selected_pairs": 26691.3, "state_query_norm": 44.392560195922854, "state_relation_loss": 0.0004215975000988692, "step": 6710, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.00736591899767518, "weighted_relation_loss": 0.00736591899767518 }, { "action_query_norm": 43.77158050537109, "action_relation_loss": 0.006924902135506272, "auxiliary_loss_weight": 1.0, "epoch": 6.286248830682881, "flow_matching_loss": 0.053154243528842925, "grad_norm": 0.15510833263397217, "learning_rate": 9.195153010850167e-05, "loss": 0.0605, "relation_loss": 0.0073394675739109514, "selected_pairs": 27102.4, "state_query_norm": 44.39749412536621, "state_relation_loss": 0.00041456553735770286, "step": 6720, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0073394675739109514, "weighted_relation_loss": 0.0073394675739109514 }, { "action_query_norm": 43.78349227905274, "action_relation_loss": 0.006658327160403132, "auxiliary_loss_weight": 1.0, "epoch": 6.295603367633302, "flow_matching_loss": 0.052704333513975146, "grad_norm": 0.1701362580060959, "learning_rate": 9.192151706532562e-05, "loss": 0.0598, "relation_loss": 0.007075943192467094, "selected_pairs": 27313.7, "state_query_norm": 44.3917121887207, "state_relation_loss": 0.00041761595057323577, "step": 6730, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.007075943192467094, "weighted_relation_loss": 0.007075943192467094 }, { "action_query_norm": 43.76839599609375, "action_relation_loss": 0.006716764625161886, "auxiliary_loss_weight": 1.0, "epoch": 6.304957904583723, "flow_matching_loss": 0.05071825683116913, "grad_norm": 0.19155500829219818, "learning_rate": 9.189145308355337e-05, "loss": 0.0578, "relation_loss": 0.007107934076339006, "selected_pairs": 27173.3, "state_query_norm": 44.39212837219238, "state_relation_loss": 0.0003911694715498015, "step": 6740, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.007107934076339006, "weighted_relation_loss": 0.007107934076339006 }, { "action_query_norm": 43.756409072875975, "action_relation_loss": 0.006666597072035074, "auxiliary_loss_weight": 1.0, "epoch": 6.314312441534144, "flow_matching_loss": 0.051644813269376755, "grad_norm": 0.15433238446712494, "learning_rate": 9.186133819971555e-05, "loss": 0.0587, "relation_loss": 0.007054030755534768, "selected_pairs": 26939.5, "state_query_norm": 44.38532409667969, "state_relation_loss": 0.00038743368932045994, "step": 6750, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.007054030755534768, "weighted_relation_loss": 0.007054030755534768 }, { "action_query_norm": 43.74357528686524, "action_relation_loss": 0.006489688344299793, "auxiliary_loss_weight": 1.0, "epoch": 6.323666978484565, "flow_matching_loss": 0.053207167983055116, "grad_norm": 0.09876024723052979, "learning_rate": 9.183117245040455e-05, "loss": 0.0601, "relation_loss": 0.006878706160932779, "selected_pairs": 26715.1, "state_query_norm": 44.389642333984376, "state_relation_loss": 0.0003890178370056674, "step": 6760, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.006878706160932779, "weighted_relation_loss": 0.006878706160932779 }, { "action_query_norm": 43.75431594848633, "action_relation_loss": 0.006900997925549745, "auxiliary_loss_weight": 1.0, "epoch": 6.333021515434986, "flow_matching_loss": 0.05402936898171902, "grad_norm": 0.1182493343949318, "learning_rate": 9.180095587227458e-05, "loss": 0.0613, "relation_loss": 0.007314682053402066, "selected_pairs": 27057.8, "state_query_norm": 44.3797966003418, "state_relation_loss": 0.0004136840609135106, "step": 6770, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.007314682053402066, "weighted_relation_loss": 0.007314682053402066 }, { "action_query_norm": 43.74781761169434, "action_relation_loss": 0.007042235229164362, "auxiliary_loss_weight": 1.0, "epoch": 6.342376052385407, "flow_matching_loss": 0.054570694267749784, "grad_norm": 0.13436101377010345, "learning_rate": 9.177068850204167e-05, "loss": 0.062, "relation_loss": 0.0074641487095505, "selected_pairs": 26408.9, "state_query_norm": 44.38068046569824, "state_relation_loss": 0.0004219134687446058, "step": 6780, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0074641487095505, "weighted_relation_loss": 0.0074641487095505 }, { "action_query_norm": 43.77018814086914, "action_relation_loss": 0.006448138225823641, "auxiliary_loss_weight": 1.0, "epoch": 6.351730589335828, "flow_matching_loss": 0.05172903910279274, "grad_norm": 0.12418577820062637, "learning_rate": 9.174037037648351e-05, "loss": 0.0586, "relation_loss": 0.006883240072056651, "selected_pairs": 26945.2, "state_query_norm": 44.38049507141113, "state_relation_loss": 0.0004351019160822034, "step": 6790, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.006883240072056651, "weighted_relation_loss": 0.006883240072056651 }, { "action_query_norm": 43.75904808044434, "action_relation_loss": 0.006639908254146576, "auxiliary_loss_weight": 1.0, "epoch": 6.361085126286249, "flow_matching_loss": 0.051051155850291255, "grad_norm": 0.13405078649520874, "learning_rate": 9.171000153243947e-05, "loss": 0.0581, "relation_loss": 0.007077562343329191, "selected_pairs": 26706.7, "state_query_norm": 44.37896461486817, "state_relation_loss": 0.00043765411246567967, "step": 6800, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.007077562343329191, "weighted_relation_loss": 0.007077562343329191 }, { "action_query_norm": 43.758414840698244, "action_relation_loss": 0.006846842681989073, "auxiliary_loss_weight": 1.0, "epoch": 6.37043966323667, "flow_matching_loss": 0.054413894191384315, "grad_norm": 0.15364670753479004, "learning_rate": 9.167958200681057e-05, "loss": 0.0617, "relation_loss": 0.007275105686858296, "selected_pairs": 26779.7, "state_query_norm": 44.37834243774414, "state_relation_loss": 0.0004282630165107548, "step": 6810, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.007275105686858296, "weighted_relation_loss": 0.007275105686858296 }, { "action_query_norm": 43.756465911865234, "action_relation_loss": 0.0065449916291981936, "auxiliary_loss_weight": 1.0, "epoch": 6.37979420018709, "flow_matching_loss": 0.053637844324111936, "grad_norm": 0.18818363547325134, "learning_rate": 9.164911183655943e-05, "loss": 0.0606, "relation_loss": 0.00695250891149044, "selected_pairs": 26875.8, "state_query_norm": 44.38003921508789, "state_relation_loss": 0.0004075173055753112, "step": 6820, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00695250891149044, "weighted_relation_loss": 0.00695250891149044 }, { "action_query_norm": 43.76157913208008, "action_relation_loss": 0.006537463515996933, "auxiliary_loss_weight": 1.0, "epoch": 6.3891487371375115, "flow_matching_loss": 0.05095654278993607, "grad_norm": 0.15369227528572083, "learning_rate": 9.161859105871013e-05, "loss": 0.0579, "relation_loss": 0.006970538385212421, "selected_pairs": 27458.2, "state_query_norm": 44.379323196411136, "state_relation_loss": 0.0004330748139182106, "step": 6830, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.006970538385212421, "weighted_relation_loss": 0.006970538385212421 }, { "action_query_norm": 43.75357513427734, "action_relation_loss": 0.006531739048659802, "auxiliary_loss_weight": 1.0, "epoch": 6.398503274087933, "flow_matching_loss": 0.05139389336109161, "grad_norm": 0.13809335231781006, "learning_rate": 9.158801971034832e-05, "loss": 0.0583, "relation_loss": 0.006953336670994759, "selected_pairs": 27055.6, "state_query_norm": 44.37565116882324, "state_relation_loss": 0.0004215976718114689, "step": 6840, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.006953336670994759, "weighted_relation_loss": 0.006953336670994759 }, { "action_query_norm": 43.74530944824219, "action_relation_loss": 0.006440305197611451, "auxiliary_loss_weight": 1.0, "epoch": 6.407857811038354, "flow_matching_loss": 0.050352757796645164, "grad_norm": 0.10591834783554077, "learning_rate": 9.155739782862107e-05, "loss": 0.0572, "relation_loss": 0.00683058057911694, "selected_pairs": 26551.6, "state_query_norm": 44.37723655700684, "state_relation_loss": 0.000390275297104381, "step": 6850, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.00683058057911694, "weighted_relation_loss": 0.00683058057911694 }, { "action_query_norm": 43.7309009552002, "action_relation_loss": 0.006568486522883177, "auxiliary_loss_weight": 1.0, "epoch": 6.417212347988775, "flow_matching_loss": 0.051409750059247014, "grad_norm": 0.11192331463098526, "learning_rate": 9.152672545073687e-05, "loss": 0.0584, "relation_loss": 0.006968137389048934, "selected_pairs": 26784.5, "state_query_norm": 44.37295761108398, "state_relation_loss": 0.000399650790495798, "step": 6860, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.006968137389048934, "weighted_relation_loss": 0.006968137389048934 }, { "action_query_norm": 43.732495880126955, "action_relation_loss": 0.006819267105311155, "auxiliary_loss_weight": 1.0, "epoch": 6.426566884939196, "flow_matching_loss": 0.053970422223210336, "grad_norm": 0.12213995307683945, "learning_rate": 9.149600261396551e-05, "loss": 0.0612, "relation_loss": 0.0072010734118521215, "selected_pairs": 26546.5, "state_query_norm": 44.37446899414063, "state_relation_loss": 0.0003818062163190916, "step": 6870, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0072010734118521215, "weighted_relation_loss": 0.0072010734118521215 }, { "action_query_norm": 43.72285118103027, "action_relation_loss": 0.006636080471798778, "auxiliary_loss_weight": 1.0, "epoch": 6.435921421889616, "flow_matching_loss": 0.04994846433401108, "grad_norm": 0.13380779325962067, "learning_rate": 9.146522935563817e-05, "loss": 0.057, "relation_loss": 0.007050401391461491, "selected_pairs": 27434.6, "state_query_norm": 44.37203254699707, "state_relation_loss": 0.000414320916752331, "step": 6880, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.007050401391461491, "weighted_relation_loss": 0.007050401391461491 }, { "action_query_norm": 43.7162425994873, "action_relation_loss": 0.006572076445445418, "auxiliary_loss_weight": 1.0, "epoch": 6.445275958840037, "flow_matching_loss": 0.05064353533089161, "grad_norm": 0.1044616848230362, "learning_rate": 9.143440571314723e-05, "loss": 0.0576, "relation_loss": 0.006965007167309523, "selected_pairs": 26661.8, "state_query_norm": 44.372083282470705, "state_relation_loss": 0.00039293069276027384, "step": 6890, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.006965007167309523, "weighted_relation_loss": 0.006965007167309523 }, { "action_query_norm": 43.72359848022461, "action_relation_loss": 0.0065607157535851005, "auxiliary_loss_weight": 1.0, "epoch": 6.454630495790458, "flow_matching_loss": 0.04976914674043655, "grad_norm": 0.12650108337402344, "learning_rate": 9.140353172394636e-05, "loss": 0.0567, "relation_loss": 0.006962293153628707, "selected_pairs": 26711.1, "state_query_norm": 44.36912803649902, "state_relation_loss": 0.0004015774291474372, "step": 6900, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.006962293153628707, "weighted_relation_loss": 0.006962293153628707 }, { "action_query_norm": 43.71282196044922, "action_relation_loss": 0.006439852248877287, "auxiliary_loss_weight": 1.0, "epoch": 6.463985032740879, "flow_matching_loss": 0.052982740104198456, "grad_norm": 0.16676552593708038, "learning_rate": 9.137260742555032e-05, "loss": 0.0598, "relation_loss": 0.00682919411920011, "selected_pairs": 27269.6, "state_query_norm": 44.368543243408205, "state_relation_loss": 0.00038934184703975916, "step": 6910, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.00682919411920011, "weighted_relation_loss": 0.00682919411920011 }, { "action_query_norm": 43.7261661529541, "action_relation_loss": 0.007018094509840011, "auxiliary_loss_weight": 1.0, "epoch": 6.4733395696913005, "flow_matching_loss": 0.054323868826031685, "grad_norm": 0.1400856226682663, "learning_rate": 9.13416328555351e-05, "loss": 0.0618, "relation_loss": 0.007433746615424753, "selected_pairs": 26964.6, "state_query_norm": 44.37123107910156, "state_relation_loss": 0.0004156520706601441, "step": 6920, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.007433746615424753, "weighted_relation_loss": 0.007433746615424753 }, { "action_query_norm": 43.71648979187012, "action_relation_loss": 0.006435311818495393, "auxiliary_loss_weight": 1.0, "epoch": 6.482694106641722, "flow_matching_loss": 0.05150684677064419, "grad_norm": 0.15526732802391052, "learning_rate": 9.131060805153769e-05, "loss": 0.0583, "relation_loss": 0.006841960875317454, "selected_pairs": 26418.6, "state_query_norm": 44.36124153137207, "state_relation_loss": 0.0004066490655532107, "step": 6930, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.006841960875317454, "weighted_relation_loss": 0.006841960875317454 }, { "action_query_norm": 43.71054458618164, "action_relation_loss": 0.006632676487788558, "auxiliary_loss_weight": 1.0, "epoch": 6.492048643592142, "flow_matching_loss": 0.05307513512670994, "grad_norm": 0.12811622023582458, "learning_rate": 9.127953305125618e-05, "loss": 0.0601, "relation_loss": 0.007018877705559134, "selected_pairs": 26249.2, "state_query_norm": 44.360969924926756, "state_relation_loss": 0.00038620118575636295, "step": 6940, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.007018877705559134, "weighted_relation_loss": 0.007018877705559134 }, { "action_query_norm": 43.701084518432616, "action_relation_loss": 0.006122930999845266, "auxiliary_loss_weight": 1.0, "epoch": 6.501403180542563, "flow_matching_loss": 0.053330506384372714, "grad_norm": 0.14946000277996063, "learning_rate": 9.124840789244958e-05, "loss": 0.0599, "relation_loss": 0.006538109015673399, "selected_pairs": 26640.2, "state_query_norm": 44.36044921875, "state_relation_loss": 0.0004151780332904309, "step": 6950, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.006538109015673399, "weighted_relation_loss": 0.006538109015673399 }, { "action_query_norm": 43.70185813903809, "action_relation_loss": 0.0068824514746665955, "auxiliary_loss_weight": 1.0, "epoch": 6.510757717492984, "flow_matching_loss": 0.05263781882822514, "grad_norm": 0.14473900198936462, "learning_rate": 9.121723261293794e-05, "loss": 0.0599, "relation_loss": 0.007269434118643403, "selected_pairs": 26802.6, "state_query_norm": 44.358486557006835, "state_relation_loss": 0.0003869826527079567, "step": 6960, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.007269434118643403, "weighted_relation_loss": 0.007269434118643403 }, { "action_query_norm": 43.72706146240235, "action_relation_loss": 0.006368119176477194, "auxiliary_loss_weight": 1.0, "epoch": 6.520112254443405, "flow_matching_loss": 0.05042549073696136, "grad_norm": 0.12551471590995789, "learning_rate": 9.118600725060214e-05, "loss": 0.0572, "relation_loss": 0.006760485703125596, "selected_pairs": 27102.4, "state_query_norm": 44.359622955322266, "state_relation_loss": 0.0003923665615729988, "step": 6970, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.006760485703125596, "weighted_relation_loss": 0.006760485703125596 }, { "action_query_norm": 43.704829406738284, "action_relation_loss": 0.006463345838710666, "auxiliary_loss_weight": 1.0, "epoch": 6.529466791393826, "flow_matching_loss": 0.05245669186115265, "grad_norm": 0.14297184348106384, "learning_rate": 9.115473184338392e-05, "loss": 0.0593, "relation_loss": 0.006835080916061997, "selected_pairs": 27131.1, "state_query_norm": 44.358414840698245, "state_relation_loss": 0.0003717351355589926, "step": 6980, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.006835080916061997, "weighted_relation_loss": 0.006835080916061997 }, { "action_query_norm": 43.70576629638672, "action_relation_loss": 0.006495900778099894, "auxiliary_loss_weight": 1.0, "epoch": 6.538821328344247, "flow_matching_loss": 0.05338845364749432, "grad_norm": 0.2040201723575592, "learning_rate": 9.11234064292859e-05, "loss": 0.0603, "relation_loss": 0.006867722049355507, "selected_pairs": 26278.2, "state_query_norm": 44.35702323913574, "state_relation_loss": 0.0003718212770763785, "step": 6990, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.006867722049355507, "weighted_relation_loss": 0.006867722049355507 }, { "action_query_norm": 43.70815086364746, "action_relation_loss": 0.006513972766697407, "auxiliary_loss_weight": 1.0, "epoch": 6.5481758652946676, "flow_matching_loss": 0.05322741307318211, "grad_norm": 0.17812882363796234, "learning_rate": 9.109203104637137e-05, "loss": 0.0601, "relation_loss": 0.006891952781006694, "selected_pairs": 26967.1, "state_query_norm": 44.35193023681641, "state_relation_loss": 0.00037798005796503277, "step": 7000, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.006891952781006694, "weighted_relation_loss": 0.006891952781006694 }, { "action_query_norm": 43.68952980041504, "action_relation_loss": 0.007114670239388943, "auxiliary_loss_weight": 1.0, "epoch": 6.557530402245089, "flow_matching_loss": 0.05452901087701321, "grad_norm": 0.1730414181947708, "learning_rate": 9.10606057327644e-05, "loss": 0.062, "relation_loss": 0.007510599261149764, "selected_pairs": 27085.2, "state_query_norm": 44.350609588623044, "state_relation_loss": 0.00039592895773239435, "step": 7010, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.007510599261149764, "weighted_relation_loss": 0.007510599261149764 }, { "action_query_norm": 43.67240333557129, "action_relation_loss": 0.0064134927000850436, "auxiliary_loss_weight": 1.0, "epoch": 6.56688493919551, "flow_matching_loss": 0.052308255806565285, "grad_norm": 0.15238092839717865, "learning_rate": 9.10291305266497e-05, "loss": 0.0591, "relation_loss": 0.006792191229760647, "selected_pairs": 26570.0, "state_query_norm": 44.354444885253905, "state_relation_loss": 0.0003786985675105825, "step": 7020, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.006792191229760647, "weighted_relation_loss": 0.006792191229760647 }, { "action_query_norm": 43.68705825805664, "action_relation_loss": 0.006581665063276887, "auxiliary_loss_weight": 1.0, "epoch": 6.576239476145931, "flow_matching_loss": 0.05394665077328682, "grad_norm": 0.2354922741651535, "learning_rate": 9.099760546627261e-05, "loss": 0.0609, "relation_loss": 0.0069951106328517195, "selected_pairs": 26781.5, "state_query_norm": 44.34524345397949, "state_relation_loss": 0.0004134456132305786, "step": 7030, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0069951106328517195, "weighted_relation_loss": 0.0069951106328517195 }, { "action_query_norm": 43.68865547180176, "action_relation_loss": 0.006064770463854075, "auxiliary_loss_weight": 1.0, "epoch": 6.585594013096352, "flow_matching_loss": 0.053738201037049294, "grad_norm": 0.19122366607189178, "learning_rate": 9.096603058993907e-05, "loss": 0.0602, "relation_loss": 0.006470524612814188, "selected_pairs": 26627.0, "state_query_norm": 44.34684104919434, "state_relation_loss": 0.00040575416933279483, "step": 7040, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.006470524612814188, "weighted_relation_loss": 0.006470524612814188 }, { "action_query_norm": 43.67397842407227, "action_relation_loss": 0.006833198107779026, "auxiliary_loss_weight": 1.0, "epoch": 6.594948550046773, "flow_matching_loss": 0.053746432065963745, "grad_norm": 0.20359869301319122, "learning_rate": 9.093440593601552e-05, "loss": 0.061, "relation_loss": 0.007253956701606512, "selected_pairs": 26485.3, "state_query_norm": 44.34759292602539, "state_relation_loss": 0.00042075865203514693, "step": 7050, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.007253956701606512, "weighted_relation_loss": 0.007253956701606512 }, { "action_query_norm": 43.68113899230957, "action_relation_loss": 0.006457907008007168, "auxiliary_loss_weight": 1.0, "epoch": 6.604303086997193, "flow_matching_loss": 0.049683669582009315, "grad_norm": 0.13451963663101196, "learning_rate": 9.090273154292889e-05, "loss": 0.0566, "relation_loss": 0.006914901593700051, "selected_pairs": 26897.0, "state_query_norm": 44.339643478393555, "state_relation_loss": 0.0004569945333059877, "step": 7060, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.006914901593700051, "weighted_relation_loss": 0.006914901593700051 }, { "action_query_norm": 43.69424209594727, "action_relation_loss": 0.006537413178011775, "auxiliary_loss_weight": 1.0, "epoch": 6.613657623947614, "flow_matching_loss": 0.05352145321667194, "grad_norm": 0.17427393794059753, "learning_rate": 9.087100744916656e-05, "loss": 0.0605, "relation_loss": 0.006941023794934153, "selected_pairs": 26925.3, "state_query_norm": 44.343666076660156, "state_relation_loss": 0.00040361059946008026, "step": 7070, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.006941023794934153, "weighted_relation_loss": 0.006941023794934153 }, { "action_query_norm": 43.692893981933594, "action_relation_loss": 0.0066293831914663315, "auxiliary_loss_weight": 1.0, "epoch": 6.6230121608980355, "flow_matching_loss": 0.053369054943323134, "grad_norm": 0.12834906578063965, "learning_rate": 9.08392336932763e-05, "loss": 0.0604, "relation_loss": 0.007040307112038136, "selected_pairs": 27554.9, "state_query_norm": 44.34640350341797, "state_relation_loss": 0.00041092392639257013, "step": 7080, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.007040307112038136, "weighted_relation_loss": 0.007040307112038136 }, { "action_query_norm": 43.68196487426758, "action_relation_loss": 0.006599127035588026, "auxiliary_loss_weight": 1.0, "epoch": 6.632366697848457, "flow_matching_loss": 0.05243967175483703, "grad_norm": 0.13752715289592743, "learning_rate": 9.080741031386619e-05, "loss": 0.0594, "relation_loss": 0.007010248489677906, "selected_pairs": 26898.2, "state_query_norm": 44.3479866027832, "state_relation_loss": 0.00041112142789643256, "step": 7090, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.007010248489677906, "weighted_relation_loss": 0.007010248489677906 }, { "action_query_norm": 43.69433441162109, "action_relation_loss": 0.006167812319472432, "auxiliary_loss_weight": 1.0, "epoch": 6.641721234798878, "flow_matching_loss": 0.0530134167522192, "grad_norm": 0.11702179908752441, "learning_rate": 9.077553734960468e-05, "loss": 0.0596, "relation_loss": 0.006579452101141215, "selected_pairs": 26696.2, "state_query_norm": 44.33974342346191, "state_relation_loss": 0.00041163982241414486, "step": 7100, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006579452101141215, "weighted_relation_loss": 0.006579452101141215 }, { "action_query_norm": 43.65559387207031, "action_relation_loss": 0.006674376409500837, "auxiliary_loss_weight": 1.0, "epoch": 6.651075771749299, "flow_matching_loss": 0.04847705252468586, "grad_norm": 0.13616275787353516, "learning_rate": 9.074361483922041e-05, "loss": 0.0556, "relation_loss": 0.007074948633089662, "selected_pairs": 27149.6, "state_query_norm": 44.3374740600586, "state_relation_loss": 0.0004005722439615056, "step": 7110, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.007074948633089662, "weighted_relation_loss": 0.007074948633089662 }, { "action_query_norm": 43.6639461517334, "action_relation_loss": 0.006626031827181578, "auxiliary_loss_weight": 1.0, "epoch": 6.66043030869972, "flow_matching_loss": 0.05103137493133545, "grad_norm": 0.1305621713399887, "learning_rate": 9.071164282150224e-05, "loss": 0.058, "relation_loss": 0.007015626085922122, "selected_pairs": 26895.7, "state_query_norm": 44.33593978881836, "state_relation_loss": 0.00038959430239629, "step": 7120, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.007015626085922122, "weighted_relation_loss": 0.007015626085922122 }, { "action_query_norm": 43.6537971496582, "action_relation_loss": 0.006175319477915764, "auxiliary_loss_weight": 1.0, "epoch": 6.66978484565014, "flow_matching_loss": 0.05109506994485855, "grad_norm": 0.13246014714241028, "learning_rate": 9.067962133529919e-05, "loss": 0.0576, "relation_loss": 0.006547423172742128, "selected_pairs": 26642.1, "state_query_norm": 44.337181854248044, "state_relation_loss": 0.000372103726840578, "step": 7130, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.006547423172742128, "weighted_relation_loss": 0.006547423172742128 }, { "action_query_norm": 43.641253280639646, "action_relation_loss": 0.006466809241101146, "auxiliary_loss_weight": 1.0, "epoch": 6.679139382600561, "flow_matching_loss": 0.05063442550599575, "grad_norm": 0.14145781099796295, "learning_rate": 9.064755041952036e-05, "loss": 0.0575, "relation_loss": 0.006866326136514544, "selected_pairs": 26922.8, "state_query_norm": 44.33143539428711, "state_relation_loss": 0.00039951685757841913, "step": 7140, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.006866326136514544, "weighted_relation_loss": 0.006866326136514544 }, { "action_query_norm": 43.64274978637695, "action_relation_loss": 0.00667327013798058, "auxiliary_loss_weight": 1.0, "epoch": 6.688493919550982, "flow_matching_loss": 0.05246102921664715, "grad_norm": 0.1704777181148529, "learning_rate": 9.061543011313497e-05, "loss": 0.0596, "relation_loss": 0.007097053667530417, "selected_pairs": 26389.7, "state_query_norm": 44.32696418762207, "state_relation_loss": 0.00042378358193673193, "step": 7150, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.007097053667530417, "weighted_relation_loss": 0.007097053667530417 }, { "action_query_norm": 43.65634002685547, "action_relation_loss": 0.006673441361635923, "auxiliary_loss_weight": 1.0, "epoch": 6.697848456501403, "flow_matching_loss": 0.052810323983430864, "grad_norm": 0.1081700474023819, "learning_rate": 9.05832604551722e-05, "loss": 0.0599, "relation_loss": 0.007113587995991111, "selected_pairs": 27289.1, "state_query_norm": 44.329203033447264, "state_relation_loss": 0.0004401465936098248, "step": 7160, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.007113587995991111, "weighted_relation_loss": 0.007113587995991111 }, { "action_query_norm": 43.655819702148435, "action_relation_loss": 0.0063011626247316595, "auxiliary_loss_weight": 1.0, "epoch": 6.7072029934518245, "flow_matching_loss": 0.05008523017168045, "grad_norm": 0.09569405019283295, "learning_rate": 9.055104148472124e-05, "loss": 0.0568, "relation_loss": 0.006705809058621526, "selected_pairs": 26709.2, "state_query_norm": 44.32837982177735, "state_relation_loss": 0.0004046464542625472, "step": 7170, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.006705809058621526, "weighted_relation_loss": 0.006705809058621526 }, { "action_query_norm": 43.63466567993164, "action_relation_loss": 0.006351092457771301, "auxiliary_loss_weight": 1.0, "epoch": 6.716557530402245, "flow_matching_loss": 0.05217468999326229, "grad_norm": 0.15823668241500854, "learning_rate": 9.051877324093114e-05, "loss": 0.0589, "relation_loss": 0.006771228555589914, "selected_pairs": 26963.6, "state_query_norm": 44.32973785400391, "state_relation_loss": 0.0004201360890874639, "step": 7180, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.006771228555589914, "weighted_relation_loss": 0.006771228555589914 }, { "action_query_norm": 43.63949851989746, "action_relation_loss": 0.006201302260160446, "auxiliary_loss_weight": 1.0, "epoch": 6.725912067352666, "flow_matching_loss": 0.049984697997570035, "grad_norm": 0.20654639601707458, "learning_rate": 9.04864557630109e-05, "loss": 0.0566, "relation_loss": 0.006619548471644521, "selected_pairs": 26618.7, "state_query_norm": 44.32631950378418, "state_relation_loss": 0.00041824622603598983, "step": 7190, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.006619548471644521, "weighted_relation_loss": 0.006619548471644521 }, { "action_query_norm": 43.63776054382324, "action_relation_loss": 0.006308030337095261, "auxiliary_loss_weight": 1.0, "epoch": 6.735266604303087, "flow_matching_loss": 0.05519898384809494, "grad_norm": 0.14731310307979584, "learning_rate": 9.045408909022928e-05, "loss": 0.0619, "relation_loss": 0.006716013373807073, "selected_pairs": 27004.5, "state_query_norm": 44.322716522216794, "state_relation_loss": 0.0004079830425325781, "step": 7200, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.006716013373807073, "weighted_relation_loss": 0.006716013373807073 }, { "action_query_norm": 43.65450210571289, "action_relation_loss": 0.0064496822655200955, "auxiliary_loss_weight": 1.0, "epoch": 6.744621141253508, "flow_matching_loss": 0.052130066230893134, "grad_norm": 0.2659134268760681, "learning_rate": 9.042167326191484e-05, "loss": 0.059, "relation_loss": 0.00686056767590344, "selected_pairs": 26989.9, "state_query_norm": 44.33084297180176, "state_relation_loss": 0.0004108854598598555, "step": 7210, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.00686056767590344, "weighted_relation_loss": 0.00686056767590344 }, { "action_query_norm": 43.63700141906738, "action_relation_loss": 0.006352364644408226, "auxiliary_loss_weight": 1.0, "epoch": 6.753975678203929, "flow_matching_loss": 0.053149442002177236, "grad_norm": 0.19089831411838531, "learning_rate": 9.038920831745587e-05, "loss": 0.0599, "relation_loss": 0.006762922322377562, "selected_pairs": 27083.9, "state_query_norm": 44.31668663024902, "state_relation_loss": 0.00041055766050703826, "step": 7220, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.006762922322377562, "weighted_relation_loss": 0.006762922322377562 }, { "action_query_norm": 43.64890022277832, "action_relation_loss": 0.006114320456981659, "auxiliary_loss_weight": 1.0, "epoch": 6.76333021515435, "flow_matching_loss": 0.05261532925069332, "grad_norm": 0.13430167734622955, "learning_rate": 9.035669429630036e-05, "loss": 0.0591, "relation_loss": 0.006491498230025173, "selected_pairs": 26840.5, "state_query_norm": 44.315002059936525, "state_relation_loss": 0.000377177819609642, "step": 7230, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.006491498230025173, "weighted_relation_loss": 0.006491498230025173 }, { "action_query_norm": 43.603768539428714, "action_relation_loss": 0.0062743295449763535, "auxiliary_loss_weight": 1.0, "epoch": 6.772684752104771, "flow_matching_loss": 0.05360403768718243, "grad_norm": 0.13787592947483063, "learning_rate": 9.032413123795588e-05, "loss": 0.0602, "relation_loss": 0.006626548524945974, "selected_pairs": 26490.1, "state_query_norm": 44.31579933166504, "state_relation_loss": 0.0003522190439980477, "step": 7240, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.006626548524945974, "weighted_relation_loss": 0.006626548524945974 }, { "action_query_norm": 43.62190589904785, "action_relation_loss": 0.006032337155193091, "auxiliary_loss_weight": 1.0, "epoch": 6.7820392890551915, "flow_matching_loss": 0.051414640992879866, "grad_norm": 0.1528172791004181, "learning_rate": 9.029151918198962e-05, "loss": 0.0578, "relation_loss": 0.006426968006417155, "selected_pairs": 26466.0, "state_query_norm": 44.31224250793457, "state_relation_loss": 0.0003946308541344479, "step": 7250, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.006426968006417155, "weighted_relation_loss": 0.006426968006417155 }, { "action_query_norm": 43.6368221282959, "action_relation_loss": 0.006257679592818022, "auxiliary_loss_weight": 1.0, "epoch": 6.791393826005613, "flow_matching_loss": 0.0513981357216835, "grad_norm": 0.14482460916042328, "learning_rate": 9.025885816802833e-05, "loss": 0.0581, "relation_loss": 0.0066529251635074615, "selected_pairs": 26639.9, "state_query_norm": 44.31619377136231, "state_relation_loss": 0.00039524553285446017, "step": 7260, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0066529251635074615, "weighted_relation_loss": 0.0066529251635074615 }, { "action_query_norm": 43.62471389770508, "action_relation_loss": 0.006443737028166652, "auxiliary_loss_weight": 1.0, "epoch": 6.800748362956034, "flow_matching_loss": 0.052535079047083856, "grad_norm": 0.16399717330932617, "learning_rate": 9.02261482357582e-05, "loss": 0.0594, "relation_loss": 0.0068476570304483175, "selected_pairs": 26826.3, "state_query_norm": 44.316368865966794, "state_relation_loss": 0.00040391999937128276, "step": 7270, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0068476570304483175, "weighted_relation_loss": 0.0068476570304483175 }, { "action_query_norm": 43.624200439453126, "action_relation_loss": 0.006059239571914077, "auxiliary_loss_weight": 1.0, "epoch": 6.810102899906455, "flow_matching_loss": 0.05101130791008472, "grad_norm": 0.17438916862010956, "learning_rate": 9.019338942492485e-05, "loss": 0.0575, "relation_loss": 0.0064460319932550195, "selected_pairs": 26438.1, "state_query_norm": 44.304948043823245, "state_relation_loss": 0.00038679239514749497, "step": 7280, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0064460319932550195, "weighted_relation_loss": 0.0064460319932550195 }, { "action_query_norm": 43.62727317810059, "action_relation_loss": 0.006402757950127125, "auxiliary_loss_weight": 1.0, "epoch": 6.819457436856876, "flow_matching_loss": 0.053443627431988716, "grad_norm": 0.17170938849449158, "learning_rate": 9.01605817753334e-05, "loss": 0.0602, "relation_loss": 0.0067882628180086614, "selected_pairs": 27134.6, "state_query_norm": 44.31164283752442, "state_relation_loss": 0.0003855048242257908, "step": 7290, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0067882628180086614, "weighted_relation_loss": 0.0067882628180086614 }, { "action_query_norm": 43.63328056335449, "action_relation_loss": 0.006268796836957335, "auxiliary_loss_weight": 1.0, "epoch": 6.828811973807296, "flow_matching_loss": 0.05377762317657471, "grad_norm": 0.161981999874115, "learning_rate": 9.012772532684818e-05, "loss": 0.0604, "relation_loss": 0.006627411767840386, "selected_pairs": 26850.7, "state_query_norm": 44.30688629150391, "state_relation_loss": 0.0003586148755857721, "step": 7300, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.006627411767840386, "weighted_relation_loss": 0.006627411767840386 }, { "action_query_norm": 43.60507316589356, "action_relation_loss": 0.006367624644190073, "auxiliary_loss_weight": 1.0, "epoch": 6.838166510757717, "flow_matching_loss": 0.053394101187586786, "grad_norm": 0.22129853069782257, "learning_rate": 9.00948201193929e-05, "loss": 0.0602, "relation_loss": 0.006759726256132126, "selected_pairs": 26733.4, "state_query_norm": 44.309099960327146, "state_relation_loss": 0.00039210161776281893, "step": 7310, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.006759726256132126, "weighted_relation_loss": 0.006759726256132126 }, { "action_query_norm": 43.605111312866214, "action_relation_loss": 0.006387083744630218, "auxiliary_loss_weight": 1.0, "epoch": 6.847521047708138, "flow_matching_loss": 0.052593175694346427, "grad_norm": 0.13999220728874207, "learning_rate": 9.006186619295047e-05, "loss": 0.0594, "relation_loss": 0.006766820419579744, "selected_pairs": 26828.8, "state_query_norm": 44.304757308959964, "state_relation_loss": 0.00037973660801071674, "step": 7320, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.006766820419579744, "weighted_relation_loss": 0.006766820419579744 }, { "action_query_norm": 43.58758010864258, "action_relation_loss": 0.006660006521269679, "auxiliary_loss_weight": 1.0, "epoch": 6.856875584658559, "flow_matching_loss": 0.053844019025564197, "grad_norm": 0.15886016190052032, "learning_rate": 9.002886358756305e-05, "loss": 0.0609, "relation_loss": 0.007036220189183951, "selected_pairs": 27571.3, "state_query_norm": 44.30408821105957, "state_relation_loss": 0.00037621366791427133, "step": 7330, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.007036220189183951, "weighted_relation_loss": 0.007036220189183951 }, { "action_query_norm": 43.59145965576172, "action_relation_loss": 0.006123990099877119, "auxiliary_loss_weight": 1.0, "epoch": 6.8662301216089805, "flow_matching_loss": 0.051048650220036504, "grad_norm": 0.16263249516487122, "learning_rate": 8.999581234333188e-05, "loss": 0.0576, "relation_loss": 0.0065146115142852064, "selected_pairs": 27056.8, "state_query_norm": 44.30025863647461, "state_relation_loss": 0.0003906214056769386, "step": 7340, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0065146115142852064, "weighted_relation_loss": 0.0065146115142852064 }, { "action_query_norm": 43.60072135925293, "action_relation_loss": 0.006203605607151985, "auxiliary_loss_weight": 1.0, "epoch": 6.875584658559402, "flow_matching_loss": 0.04985675737261772, "grad_norm": 0.20019419491291046, "learning_rate": 8.996271250041734e-05, "loss": 0.0565, "relation_loss": 0.006600017054006457, "selected_pairs": 26802.9, "state_query_norm": 44.29436988830567, "state_relation_loss": 0.0003964114875998348, "step": 7350, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.006600017054006457, "weighted_relation_loss": 0.006600017054006457 }, { "action_query_norm": 43.591261291503905, "action_relation_loss": 0.00631485884077847, "auxiliary_loss_weight": 1.0, "epoch": 6.884939195509823, "flow_matching_loss": 0.05251405350863934, "grad_norm": 0.15108731389045715, "learning_rate": 8.99295640990389e-05, "loss": 0.0592, "relation_loss": 0.006676772562786937, "selected_pairs": 27599.3, "state_query_norm": 44.30175094604492, "state_relation_loss": 0.0003619136434281245, "step": 7360, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.006676772562786937, "weighted_relation_loss": 0.006676772562786937 }, { "action_query_norm": 43.611694717407225, "action_relation_loss": 0.006295843422412873, "auxiliary_loss_weight": 1.0, "epoch": 6.894293732460243, "flow_matching_loss": 0.05210021995007992, "grad_norm": 0.14164195954799652, "learning_rate": 8.989636717947494e-05, "loss": 0.0588, "relation_loss": 0.006655699713155628, "selected_pairs": 27337.1, "state_query_norm": 44.29655151367187, "state_relation_loss": 0.00035985640424769373, "step": 7370, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.006655699713155628, "weighted_relation_loss": 0.006655699713155628 }, { "action_query_norm": 43.59158210754394, "action_relation_loss": 0.0060938969720155, "auxiliary_loss_weight": 1.0, "epoch": 6.903648269410664, "flow_matching_loss": 0.050044070556759836, "grad_norm": 0.13534332811832428, "learning_rate": 8.986312178206291e-05, "loss": 0.0565, "relation_loss": 0.006484280666336417, "selected_pairs": 26689.2, "state_query_norm": 44.29750785827637, "state_relation_loss": 0.000390383685589768, "step": 7380, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006484280666336417, "weighted_relation_loss": 0.006484280666336417 }, { "action_query_norm": 43.586494064331056, "action_relation_loss": 0.006148045836016536, "auxiliary_loss_weight": 1.0, "epoch": 6.913002806361085, "flow_matching_loss": 0.05057233721017838, "grad_norm": 0.1820174753665924, "learning_rate": 8.982982794719904e-05, "loss": 0.0571, "relation_loss": 0.006520496914163232, "selected_pairs": 26234.2, "state_query_norm": 44.29037780761719, "state_relation_loss": 0.000372451136354357, "step": 7390, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.006520496914163232, "weighted_relation_loss": 0.006520496914163232 }, { "action_query_norm": 43.59878082275391, "action_relation_loss": 0.005773114925250411, "auxiliary_loss_weight": 1.0, "epoch": 6.922357343311506, "flow_matching_loss": 0.05259327590465546, "grad_norm": 0.15335537493228912, "learning_rate": 8.979648571533852e-05, "loss": 0.0587, "relation_loss": 0.006125276768580079, "selected_pairs": 27414.5, "state_query_norm": 44.29578857421875, "state_relation_loss": 0.00035216186370234936, "step": 7400, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.006125276768580079, "weighted_relation_loss": 0.006125276768580079 }, { "action_query_norm": 43.56861534118652, "action_relation_loss": 0.006284711882472038, "auxiliary_loss_weight": 1.0, "epoch": 6.931711880261927, "flow_matching_loss": 0.049066074192523956, "grad_norm": 0.11916718631982803, "learning_rate": 8.976309512699528e-05, "loss": 0.0557, "relation_loss": 0.00661532636731863, "selected_pairs": 26938.9, "state_query_norm": 44.291995239257815, "state_relation_loss": 0.0003306145197711885, "step": 7410, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.00661532636731863, "weighted_relation_loss": 0.00661532636731863 }, { "action_query_norm": 43.57400398254394, "action_relation_loss": 0.0064982619602233175, "auxiliary_loss_weight": 1.0, "epoch": 6.9410664172123475, "flow_matching_loss": 0.05030223578214645, "grad_norm": 0.14640460908412933, "learning_rate": 8.972965622274205e-05, "loss": 0.0572, "relation_loss": 0.006863438664004207, "selected_pairs": 26712.5, "state_query_norm": 44.277852630615236, "state_relation_loss": 0.00036517675325740127, "step": 7420, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.006863438664004207, "weighted_relation_loss": 0.006863438664004207 }, { "action_query_norm": 43.573107147216795, "action_relation_loss": 0.0059314107988029715, "auxiliary_loss_weight": 1.0, "epoch": 6.950420954162769, "flow_matching_loss": 0.05061840005218983, "grad_norm": 0.139078289270401, "learning_rate": 8.969616904321026e-05, "loss": 0.0569, "relation_loss": 0.006271378370001912, "selected_pairs": 26823.7, "state_query_norm": 44.289798736572266, "state_relation_loss": 0.0003399675653781742, "step": 7430, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.006271378370001912, "weighted_relation_loss": 0.006271378370001912 }, { "action_query_norm": 43.56813430786133, "action_relation_loss": 0.0066055514384061095, "auxiliary_loss_weight": 1.0, "epoch": 6.95977549111319, "flow_matching_loss": 0.04981100633740425, "grad_norm": 0.1608988344669342, "learning_rate": 8.966263362908998e-05, "loss": 0.0568, "relation_loss": 0.006948178354650736, "selected_pairs": 26712.4, "state_query_norm": 44.285464477539065, "state_relation_loss": 0.000342626916244626, "step": 7440, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.006948178354650736, "weighted_relation_loss": 0.006948178354650736 }, { "action_query_norm": 43.556173706054686, "action_relation_loss": 0.006428881222382188, "auxiliary_loss_weight": 1.0, "epoch": 6.969130028063611, "flow_matching_loss": 0.053565800189971924, "grad_norm": 0.13106699287891388, "learning_rate": 8.962905002112989e-05, "loss": 0.0604, "relation_loss": 0.006798069970682263, "selected_pairs": 26691.8, "state_query_norm": 44.28373374938965, "state_relation_loss": 0.0003691886755404994, "step": 7450, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006798069970682263, "weighted_relation_loss": 0.006798069970682263 }, { "action_query_norm": 43.55745620727539, "action_relation_loss": 0.006601135293021798, "auxiliary_loss_weight": 1.0, "epoch": 6.978484565014032, "flow_matching_loss": 0.050289322063326834, "grad_norm": 0.11905795335769653, "learning_rate": 8.959541826013724e-05, "loss": 0.0573, "relation_loss": 0.006968747638165951, "selected_pairs": 26746.0, "state_query_norm": 44.27297019958496, "state_relation_loss": 0.00036761232477147134, "step": 7460, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.006968747638165951, "weighted_relation_loss": 0.006968747638165951 }, { "action_query_norm": 43.56153106689453, "action_relation_loss": 0.006307610450312496, "auxiliary_loss_weight": 1.0, "epoch": 6.987839101964453, "flow_matching_loss": 0.04872550517320633, "grad_norm": 0.14985044300556183, "learning_rate": 8.956173838697781e-05, "loss": 0.0554, "relation_loss": 0.006676748022437095, "selected_pairs": 26899.5, "state_query_norm": 44.27656936645508, "state_relation_loss": 0.0003691375808557495, "step": 7470, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.006676748022437095, "weighted_relation_loss": 0.006676748022437095 }, { "action_query_norm": 43.55925674438477, "action_relation_loss": 0.006026756344363093, "auxiliary_loss_weight": 1.0, "epoch": 6.997193638914874, "flow_matching_loss": 0.05182146802544594, "grad_norm": 0.12235304713249207, "learning_rate": 8.952801044257581e-05, "loss": 0.0582, "relation_loss": 0.006376396864652634, "selected_pairs": 26529.9, "state_query_norm": 44.278476333618165, "state_relation_loss": 0.0003496405406622216, "step": 7480, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.006376396864652634, "weighted_relation_loss": 0.006376396864652634 }, { "action_query_norm": 43.54938735961914, "action_relation_loss": 0.006111092353239656, "auxiliary_loss_weight": 1.0, "epoch": 7.006548175865294, "flow_matching_loss": 0.05262735895812511, "grad_norm": 0.14119422435760498, "learning_rate": 8.949423446791387e-05, "loss": 0.0591, "relation_loss": 0.006503481790423394, "selected_pairs": 24532.8, "state_query_norm": 44.27404670715332, "state_relation_loss": 0.00039238953613676133, "step": 7490, "valid_action_samples": 215.2, "weighted_auxiliary_loss": 0.006503481790423394, "weighted_relation_loss": 0.006503481790423394 }, { "action_query_norm": 43.55806312561035, "action_relation_loss": 0.0059967918787151575, "auxiliary_loss_weight": 1.0, "epoch": 7.015902712815715, "flow_matching_loss": 0.048252522200345996, "grad_norm": 0.14016462862491608, "learning_rate": 8.9460410504033e-05, "loss": 0.0546, "relation_loss": 0.006363831553608179, "selected_pairs": 26719.0, "state_query_norm": 44.27694511413574, "state_relation_loss": 0.00036703962832689284, "step": 7500, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.006363831553608179, "weighted_relation_loss": 0.006363831553608179 }, { "action_query_norm": 43.57368927001953, "action_relation_loss": 0.006076685432344675, "auxiliary_loss_weight": 1.0, "epoch": 7.0252572497661365, "flow_matching_loss": 0.04872053787112236, "grad_norm": 0.1265110969543457, "learning_rate": 8.942653859203248e-05, "loss": 0.0552, "relation_loss": 0.006496957689523697, "selected_pairs": 27063.8, "state_query_norm": 44.26921157836914, "state_relation_loss": 0.0004202722368063405, "step": 7510, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.006496957689523697, "weighted_relation_loss": 0.006496957689523697 }, { "action_query_norm": 43.55252265930176, "action_relation_loss": 0.005764368921518326, "auxiliary_loss_weight": 1.0, "epoch": 7.034611786716558, "flow_matching_loss": 0.049311622977256775, "grad_norm": 0.1630803346633911, "learning_rate": 8.93926187730699e-05, "loss": 0.0555, "relation_loss": 0.006149688828736543, "selected_pairs": 27530.2, "state_query_norm": 44.264081954956055, "state_relation_loss": 0.000385319915949367, "step": 7520, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.006149688828736543, "weighted_relation_loss": 0.006149688828736543 }, { "action_query_norm": 43.53257942199707, "action_relation_loss": 0.005990970600396395, "auxiliary_loss_weight": 1.0, "epoch": 7.043966323666979, "flow_matching_loss": 0.05129353851079941, "grad_norm": 0.14351193606853485, "learning_rate": 8.935865108836102e-05, "loss": 0.0577, "relation_loss": 0.006368854502215982, "selected_pairs": 26868.9, "state_query_norm": 44.259802627563474, "state_relation_loss": 0.00037788396002724767, "step": 7530, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.006368854502215982, "weighted_relation_loss": 0.006368854502215982 }, { "action_query_norm": 43.52682952880859, "action_relation_loss": 0.006129305716603995, "auxiliary_loss_weight": 1.0, "epoch": 7.0533208606174, "flow_matching_loss": 0.05165530256927013, "grad_norm": 0.19962522387504578, "learning_rate": 8.932463557917981e-05, "loss": 0.0582, "relation_loss": 0.006504360353574157, "selected_pairs": 27058.6, "state_query_norm": 44.26646957397461, "state_relation_loss": 0.0003750546544324607, "step": 7540, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.006504360353574157, "weighted_relation_loss": 0.006504360353574157 }, { "action_query_norm": 43.538062286376956, "action_relation_loss": 0.00587067254818976, "auxiliary_loss_weight": 1.0, "epoch": 7.06267539756782, "flow_matching_loss": 0.04919847175478935, "grad_norm": 0.1637241542339325, "learning_rate": 8.929057228685829e-05, "loss": 0.0554, "relation_loss": 0.006245912844315171, "selected_pairs": 26162.2, "state_query_norm": 44.263811111450195, "state_relation_loss": 0.0003752402524696663, "step": 7550, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.006245912844315171, "weighted_relation_loss": 0.006245912844315171 }, { "action_query_norm": 43.540885543823244, "action_relation_loss": 0.0058673887979239225, "auxiliary_loss_weight": 1.0, "epoch": 7.072029934518241, "flow_matching_loss": 0.04661035835742951, "grad_norm": 0.18103082478046417, "learning_rate": 8.925646125278658e-05, "loss": 0.0528, "relation_loss": 0.006229475373402238, "selected_pairs": 26683.5, "state_query_norm": 44.26259231567383, "state_relation_loss": 0.0003620865725679323, "step": 7560, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006229475373402238, "weighted_relation_loss": 0.006229475373402238 }, { "action_query_norm": 43.53704986572266, "action_relation_loss": 0.0058266724925488235, "auxiliary_loss_weight": 1.0, "epoch": 7.081384471468662, "flow_matching_loss": 0.05108252502977848, "grad_norm": 0.12495385110378265, "learning_rate": 8.92223025184128e-05, "loss": 0.0573, "relation_loss": 0.006173052918165922, "selected_pairs": 26848.8, "state_query_norm": 44.261177444458006, "state_relation_loss": 0.00034638033539522437, "step": 7570, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.006173052918165922, "weighted_relation_loss": 0.006173052918165922 }, { "action_query_norm": 43.53496551513672, "action_relation_loss": 0.005663750600069762, "auxiliary_loss_weight": 1.0, "epoch": 7.090739008419083, "flow_matching_loss": 0.04807907454669476, "grad_norm": 0.10054165869951248, "learning_rate": 8.918809612524303e-05, "loss": 0.0541, "relation_loss": 0.006031820178031921, "selected_pairs": 26575.9, "state_query_norm": 44.26022453308106, "state_relation_loss": 0.0003680696536321193, "step": 7580, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.006031820178031921, "weighted_relation_loss": 0.006031820178031921 }, { "action_query_norm": 43.544730758666994, "action_relation_loss": 0.0061195445712655784, "auxiliary_loss_weight": 1.0, "epoch": 7.100093545369504, "flow_matching_loss": 0.048573162779212, "grad_norm": 0.16347071528434753, "learning_rate": 8.91538421148413e-05, "loss": 0.0551, "relation_loss": 0.006486164219677448, "selected_pairs": 26421.2, "state_query_norm": 44.252661895751956, "state_relation_loss": 0.00036661959311459216, "step": 7590, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.006486164219677448, "weighted_relation_loss": 0.006486164219677448 }, { "action_query_norm": 43.55088844299316, "action_relation_loss": 0.00602897247299552, "auxiliary_loss_weight": 1.0, "epoch": 7.1094480823199255, "flow_matching_loss": 0.04890548288822174, "grad_norm": 0.0912206843495369, "learning_rate": 8.91195405288294e-05, "loss": 0.0553, "relation_loss": 0.006390761304646731, "selected_pairs": 26797.9, "state_query_norm": 44.25759162902832, "state_relation_loss": 0.0003617887705331668, "step": 7600, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.006390761304646731, "weighted_relation_loss": 0.006390761304646731 }, { "action_query_norm": 43.52466316223145, "action_relation_loss": 0.005975332763046026, "auxiliary_loss_weight": 1.0, "epoch": 7.118802619270346, "flow_matching_loss": 0.050148694217205046, "grad_norm": 0.1406974494457245, "learning_rate": 8.908519140888705e-05, "loss": 0.0565, "relation_loss": 0.006337573518976569, "selected_pairs": 26929.9, "state_query_norm": 44.25783157348633, "state_relation_loss": 0.00036224075593054294, "step": 7610, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.006337573518976569, "weighted_relation_loss": 0.006337573518976569 }, { "action_query_norm": 43.521596908569336, "action_relation_loss": 0.0060242309235036375, "auxiliary_loss_weight": 1.0, "epoch": 7.128157156220767, "flow_matching_loss": 0.049383503198623654, "grad_norm": 0.17729641497135162, "learning_rate": 8.905079479675164e-05, "loss": 0.0558, "relation_loss": 0.006377565115690232, "selected_pairs": 26339.0, "state_query_norm": 44.256282043457034, "state_relation_loss": 0.00035333425039425493, "step": 7620, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.006377565115690232, "weighted_relation_loss": 0.006377565115690232 }, { "action_query_norm": 43.543789291381835, "action_relation_loss": 0.005958688911050558, "auxiliary_loss_weight": 1.0, "epoch": 7.137511693171188, "flow_matching_loss": 0.0479870043694973, "grad_norm": 0.1776260882616043, "learning_rate": 8.901635073421831e-05, "loss": 0.0543, "relation_loss": 0.0063352904748171564, "selected_pairs": 27088.2, "state_query_norm": 44.253784561157225, "state_relation_loss": 0.0003766015695873648, "step": 7630, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0063352904748171564, "weighted_relation_loss": 0.0063352904748171564 }, { "action_query_norm": 43.527339935302734, "action_relation_loss": 0.0059939509257674215, "auxiliary_loss_weight": 1.0, "epoch": 7.146866230121609, "flow_matching_loss": 0.049339502677321435, "grad_norm": 0.11443939805030823, "learning_rate": 8.898185926313983e-05, "loss": 0.0557, "relation_loss": 0.0063676610589027405, "selected_pairs": 26827.2, "state_query_norm": 44.246952819824216, "state_relation_loss": 0.00037371014477685096, "step": 7640, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0063676610589027405, "weighted_relation_loss": 0.0063676610589027405 }, { "action_query_norm": 43.52555541992187, "action_relation_loss": 0.0056128958240151405, "auxiliary_loss_weight": 1.0, "epoch": 7.15622076707203, "flow_matching_loss": 0.048354306071996686, "grad_norm": 0.13916480541229248, "learning_rate": 8.894732042542659e-05, "loss": 0.0543, "relation_loss": 0.005994708742946386, "selected_pairs": 27271.9, "state_query_norm": 44.24513549804688, "state_relation_loss": 0.0003818129742285237, "step": 7650, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.005994708742946386, "weighted_relation_loss": 0.005994708742946386 }, { "action_query_norm": 43.526593399047854, "action_relation_loss": 0.006037887558341027, "auxiliary_loss_weight": 1.0, "epoch": 7.165575304022451, "flow_matching_loss": 0.04999626912176609, "grad_norm": 0.12251188606023788, "learning_rate": 8.891273426304654e-05, "loss": 0.0564, "relation_loss": 0.006423807051032781, "selected_pairs": 26946.4, "state_query_norm": 44.24552268981934, "state_relation_loss": 0.0003859195334371179, "step": 7660, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.006423807051032781, "weighted_relation_loss": 0.006423807051032781 }, { "action_query_norm": 43.51315422058106, "action_relation_loss": 0.005715219536796212, "auxiliary_loss_weight": 1.0, "epoch": 7.1749298409728715, "flow_matching_loss": 0.04782939851284027, "grad_norm": 0.1603185385465622, "learning_rate": 8.887810081802515e-05, "loss": 0.0539, "relation_loss": 0.006093339063227177, "selected_pairs": 26694.4, "state_query_norm": 44.24037399291992, "state_relation_loss": 0.00037811954971402886, "step": 7670, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006093339063227177, "weighted_relation_loss": 0.006093339063227177 }, { "action_query_norm": 43.50674743652344, "action_relation_loss": 0.006257286062464118, "auxiliary_loss_weight": 1.0, "epoch": 7.1842843779232926, "flow_matching_loss": 0.0488457378000021, "grad_norm": 0.1707419902086258, "learning_rate": 8.884342013244529e-05, "loss": 0.0555, "relation_loss": 0.006627061916515231, "selected_pairs": 27314.0, "state_query_norm": 44.242313385009766, "state_relation_loss": 0.0003697758715134114, "step": 7680, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.006627061916515231, "weighted_relation_loss": 0.006627061916515231 }, { "action_query_norm": 43.5134895324707, "action_relation_loss": 0.00602090461179614, "auxiliary_loss_weight": 1.0, "epoch": 7.193638914873714, "flow_matching_loss": 0.051371942088007924, "grad_norm": 0.1627969741821289, "learning_rate": 8.880869224844725e-05, "loss": 0.0578, "relation_loss": 0.006379178259521723, "selected_pairs": 26902.5, "state_query_norm": 44.24578628540039, "state_relation_loss": 0.00035827368265017867, "step": 7690, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.006379178259521723, "weighted_relation_loss": 0.006379178259521723 }, { "action_query_norm": 43.50856399536133, "action_relation_loss": 0.005970504134893417, "auxiliary_loss_weight": 1.0, "epoch": 7.202993451824135, "flow_matching_loss": 0.050541899725794794, "grad_norm": 0.17353017628192902, "learning_rate": 8.877391720822875e-05, "loss": 0.0569, "relation_loss": 0.00631998092867434, "selected_pairs": 26876.9, "state_query_norm": 44.24085311889648, "state_relation_loss": 0.00034947679087053983, "step": 7700, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00631998092867434, "weighted_relation_loss": 0.00631998092867434 }, { "action_query_norm": 43.50540618896484, "action_relation_loss": 0.006010890891775489, "auxiliary_loss_weight": 1.0, "epoch": 7.212347988774556, "flow_matching_loss": 0.0494708314538002, "grad_norm": 0.14818966388702393, "learning_rate": 8.873909505404468e-05, "loss": 0.0558, "relation_loss": 0.006355317542329431, "selected_pairs": 26846.2, "state_query_norm": 44.23800621032715, "state_relation_loss": 0.00034442661271896215, "step": 7710, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.006355317542329431, "weighted_relation_loss": 0.006355317542329431 }, { "action_query_norm": 43.50413284301758, "action_relation_loss": 0.005531033873558045, "auxiliary_loss_weight": 1.0, "epoch": 7.221702525724977, "flow_matching_loss": 0.047774603590369225, "grad_norm": 0.13166667520999908, "learning_rate": 8.870422582820726e-05, "loss": 0.0537, "relation_loss": 0.005917236814275384, "selected_pairs": 26801.9, "state_query_norm": 44.23707313537598, "state_relation_loss": 0.0003862029290758073, "step": 7720, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.005917236814275384, "weighted_relation_loss": 0.005917236814275384 }, { "action_query_norm": 43.516635513305665, "action_relation_loss": 0.006001623906195163, "auxiliary_loss_weight": 1.0, "epoch": 7.231057062675397, "flow_matching_loss": 0.050580498203635214, "grad_norm": 0.19468897581100464, "learning_rate": 8.866930957308588e-05, "loss": 0.0569, "relation_loss": 0.006365481298416853, "selected_pairs": 26943.4, "state_query_norm": 44.238145446777345, "state_relation_loss": 0.0003638574649812654, "step": 7730, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.006365481298416853, "weighted_relation_loss": 0.006365481298416853 }, { "action_query_norm": 43.51035041809082, "action_relation_loss": 0.005761670926585793, "auxiliary_loss_weight": 1.0, "epoch": 7.240411599625818, "flow_matching_loss": 0.048285913094878195, "grad_norm": 0.19483573734760284, "learning_rate": 8.86343463311071e-05, "loss": 0.0544, "relation_loss": 0.006104824226349592, "selected_pairs": 26987.8, "state_query_norm": 44.22932510375976, "state_relation_loss": 0.0003431532881222665, "step": 7740, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.006104824226349592, "weighted_relation_loss": 0.006104824226349592 }, { "action_query_norm": 43.50794982910156, "action_relation_loss": 0.006196057563647628, "auxiliary_loss_weight": 1.0, "epoch": 7.249766136576239, "flow_matching_loss": 0.05096806734800339, "grad_norm": 0.19733865559101105, "learning_rate": 8.859933614475452e-05, "loss": 0.0575, "relation_loss": 0.006572640221565962, "selected_pairs": 27200.3, "state_query_norm": 44.23340759277344, "state_relation_loss": 0.0003765825240407139, "step": 7750, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.006572640221565962, "weighted_relation_loss": 0.006572640221565962 }, { "action_query_norm": 43.48115501403809, "action_relation_loss": 0.005853065010160208, "auxiliary_loss_weight": 1.0, "epoch": 7.2591206735266605, "flow_matching_loss": 0.051800908893346785, "grad_norm": 0.17009155452251434, "learning_rate": 8.85642790565689e-05, "loss": 0.058, "relation_loss": 0.006206188537180424, "selected_pairs": 27312.9, "state_query_norm": 44.22821273803711, "state_relation_loss": 0.0003531235066475347, "step": 7760, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.006206188537180424, "weighted_relation_loss": 0.006206188537180424 }, { "action_query_norm": 43.454682159423825, "action_relation_loss": 0.005790727213025093, "auxiliary_loss_weight": 1.0, "epoch": 7.268475210477082, "flow_matching_loss": 0.051579761505126956, "grad_norm": 0.13748620450496674, "learning_rate": 8.852917510914782e-05, "loss": 0.0577, "relation_loss": 0.006143357558175922, "selected_pairs": 27549.8, "state_query_norm": 44.22510757446289, "state_relation_loss": 0.0003526303276885301, "step": 7770, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.006143357558175922, "weighted_relation_loss": 0.006143357558175922 }, { "action_query_norm": 43.46779174804688, "action_relation_loss": 0.006054859701544046, "auxiliary_loss_weight": 1.0, "epoch": 7.277829747427503, "flow_matching_loss": 0.04976009726524353, "grad_norm": 0.10645550489425659, "learning_rate": 8.84940243451459e-05, "loss": 0.0562, "relation_loss": 0.006413512863218784, "selected_pairs": 27103.3, "state_query_norm": 44.22856979370117, "state_relation_loss": 0.00035865322570316494, "step": 7780, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.006413512863218784, "weighted_relation_loss": 0.006413512863218784 }, { "action_query_norm": 43.492257308959964, "action_relation_loss": 0.005839149001985788, "auxiliary_loss_weight": 1.0, "epoch": 7.287184284377924, "flow_matching_loss": 0.05208116173744202, "grad_norm": 0.12510448694229126, "learning_rate": 8.845882680727469e-05, "loss": 0.0583, "relation_loss": 0.006202531140297651, "selected_pairs": 27064.9, "state_query_norm": 44.22684860229492, "state_relation_loss": 0.00036338215577416124, "step": 7790, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.006202531140297651, "weighted_relation_loss": 0.006202531140297651 }, { "action_query_norm": 43.47873420715332, "action_relation_loss": 0.006067987717688084, "auxiliary_loss_weight": 1.0, "epoch": 7.296538821328344, "flow_matching_loss": 0.04986803866922855, "grad_norm": 0.17451153695583344, "learning_rate": 8.842358253830246e-05, "loss": 0.0563, "relation_loss": 0.00643425895832479, "selected_pairs": 26664.8, "state_query_norm": 44.226480102539064, "state_relation_loss": 0.0003662713250378147, "step": 7800, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.00643425895832479, "weighted_relation_loss": 0.00643425895832479 }, { "action_query_norm": 43.47661094665527, "action_relation_loss": 0.006020184047520161, "auxiliary_loss_weight": 1.0, "epoch": 7.305893358278765, "flow_matching_loss": 0.05161513760685921, "grad_norm": 0.17877434194087982, "learning_rate": 8.838829158105434e-05, "loss": 0.058, "relation_loss": 0.006384608009830118, "selected_pairs": 26546.3, "state_query_norm": 44.21848831176758, "state_relation_loss": 0.00036442397395148874, "step": 7810, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.006384608009830118, "weighted_relation_loss": 0.006384608009830118 }, { "action_query_norm": 43.48195953369141, "action_relation_loss": 0.006008056318387389, "auxiliary_loss_weight": 1.0, "epoch": 7.315247895229186, "flow_matching_loss": 0.047982240468263625, "grad_norm": 0.14720413088798523, "learning_rate": 8.835295397841217e-05, "loss": 0.0544, "relation_loss": 0.006371916411444545, "selected_pairs": 26577.2, "state_query_norm": 44.22291145324707, "state_relation_loss": 0.0003638601745478809, "step": 7820, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.006371916411444545, "weighted_relation_loss": 0.006371916411444545 }, { "action_query_norm": 43.471374130249025, "action_relation_loss": 0.006057794205844402, "auxiliary_loss_weight": 1.0, "epoch": 7.324602432179607, "flow_matching_loss": 0.047831473499536516, "grad_norm": 0.149617001414299, "learning_rate": 8.831756977331447e-05, "loss": 0.0543, "relation_loss": 0.006431535910815, "selected_pairs": 26386.2, "state_query_norm": 44.222298812866214, "state_relation_loss": 0.0003737417107913643, "step": 7830, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.006431535910815, "weighted_relation_loss": 0.006431535910815 }, { "action_query_norm": 43.468461227416995, "action_relation_loss": 0.005835955403745175, "auxiliary_loss_weight": 1.0, "epoch": 7.333956969130028, "flow_matching_loss": 0.05323540903627873, "grad_norm": 0.15312862396240234, "learning_rate": 8.828213900875638e-05, "loss": 0.0594, "relation_loss": 0.006203641416504979, "selected_pairs": 26689.0, "state_query_norm": 44.21633033752441, "state_relation_loss": 0.00036768594000022856, "step": 7840, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006203641416504979, "weighted_relation_loss": 0.006203641416504979 }, { "action_query_norm": 43.459790802001955, "action_relation_loss": 0.005649760412052274, "auxiliary_loss_weight": 1.0, "epoch": 7.343311506080449, "flow_matching_loss": 0.0497539471834898, "grad_norm": 0.12501387298107147, "learning_rate": 8.824666172778964e-05, "loss": 0.0558, "relation_loss": 0.006010461086407304, "selected_pairs": 26765.9, "state_query_norm": 44.21207160949707, "state_relation_loss": 0.0003607006830861792, "step": 7850, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.006010461086407304, "weighted_relation_loss": 0.006010461086407304 }, { "action_query_norm": 43.46673698425293, "action_relation_loss": 0.006158857326954603, "auxiliary_loss_weight": 1.0, "epoch": 7.35266604303087, "flow_matching_loss": 0.05063841007649898, "grad_norm": 0.15008506178855896, "learning_rate": 8.821113797352245e-05, "loss": 0.0572, "relation_loss": 0.006534096598625183, "selected_pairs": 26852.2, "state_query_norm": 44.214768981933595, "state_relation_loss": 0.0003752393851755187, "step": 7860, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.006534096598625183, "weighted_relation_loss": 0.006534096598625183 }, { "action_query_norm": 43.46484375, "action_relation_loss": 0.0060466394759714605, "auxiliary_loss_weight": 1.0, "epoch": 7.362020579981291, "flow_matching_loss": 0.048755685612559316, "grad_norm": 0.136449933052063, "learning_rate": 8.817556778911956e-05, "loss": 0.0552, "relation_loss": 0.006409980123862624, "selected_pairs": 26671.0, "state_query_norm": 44.219702911376956, "state_relation_loss": 0.0003633406711742282, "step": 7870, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.006409980123862624, "weighted_relation_loss": 0.006409980123862624 }, { "action_query_norm": 43.46007041931152, "action_relation_loss": 0.005687102722004056, "auxiliary_loss_weight": 1.0, "epoch": 7.371375116931712, "flow_matching_loss": 0.0469893641769886, "grad_norm": 0.145870178937912, "learning_rate": 8.81399512178021e-05, "loss": 0.0531, "relation_loss": 0.0060685592703521255, "selected_pairs": 26755.8, "state_query_norm": 44.20895576477051, "state_relation_loss": 0.00038145653961692006, "step": 7880, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0060685592703521255, "weighted_relation_loss": 0.0060685592703521255 }, { "action_query_norm": 43.45289344787598, "action_relation_loss": 0.00581656564027071, "auxiliary_loss_weight": 1.0, "epoch": 7.380729653882133, "flow_matching_loss": 0.047639507427811624, "grad_norm": 0.13382253050804138, "learning_rate": 8.810428830284752e-05, "loss": 0.0538, "relation_loss": 0.006156529067084193, "selected_pairs": 26500.4, "state_query_norm": 44.20793685913086, "state_relation_loss": 0.0003399634297238663, "step": 7890, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.006156529067084193, "weighted_relation_loss": 0.006156529067084193 }, { "action_query_norm": 43.45623207092285, "action_relation_loss": 0.005724583007395268, "auxiliary_loss_weight": 1.0, "epoch": 7.390084190832554, "flow_matching_loss": 0.04861746653914452, "grad_norm": 0.1349562704563141, "learning_rate": 8.806857908758967e-05, "loss": 0.0547, "relation_loss": 0.0060762483160942795, "selected_pairs": 26536.6, "state_query_norm": 44.20352325439453, "state_relation_loss": 0.00035166525631211696, "step": 7900, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0060762483160942795, "weighted_relation_loss": 0.0060762483160942795 }, { "action_query_norm": 43.43456192016602, "action_relation_loss": 0.005639436235651374, "auxiliary_loss_weight": 1.0, "epoch": 7.399438727782975, "flow_matching_loss": 0.048199590668082236, "grad_norm": 0.12542402744293213, "learning_rate": 8.80328236154186e-05, "loss": 0.0542, "relation_loss": 0.005971774971112609, "selected_pairs": 26556.1, "state_query_norm": 44.2058609008789, "state_relation_loss": 0.0003323387179989368, "step": 7910, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.005971774971112609, "weighted_relation_loss": 0.005971774971112609 }, { "action_query_norm": 43.43721008300781, "action_relation_loss": 0.005576744768768549, "auxiliary_loss_weight": 1.0, "epoch": 7.408793264733395, "flow_matching_loss": 0.04926833175122738, "grad_norm": 0.1365237683057785, "learning_rate": 8.799702192978056e-05, "loss": 0.0552, "relation_loss": 0.005910018645226956, "selected_pairs": 25996.9, "state_query_norm": 44.2066650390625, "state_relation_loss": 0.000333273911383003, "step": 7920, "valid_action_samples": 228.4, "weighted_auxiliary_loss": 0.005910018645226956, "weighted_relation_loss": 0.005910018645226956 }, { "action_query_norm": 43.434150314331056, "action_relation_loss": 0.005854792799800635, "auxiliary_loss_weight": 1.0, "epoch": 7.4181478016838165, "flow_matching_loss": 0.04789751544594765, "grad_norm": 0.1297348290681839, "learning_rate": 8.7961174074178e-05, "loss": 0.0541, "relation_loss": 0.0061805086676031355, "selected_pairs": 26708.8, "state_query_norm": 44.2059684753418, "state_relation_loss": 0.0003257158532505855, "step": 7930, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0061805086676031355, "weighted_relation_loss": 0.0061805086676031355 }, { "action_query_norm": 43.43715705871582, "action_relation_loss": 0.005759506532922387, "auxiliary_loss_weight": 1.0, "epoch": 7.427502338634238, "flow_matching_loss": 0.04646976739168167, "grad_norm": 0.11065036803483963, "learning_rate": 8.792528009216942e-05, "loss": 0.0525, "relation_loss": 0.006079491041600704, "selected_pairs": 26739.5, "state_query_norm": 44.206816864013675, "state_relation_loss": 0.00031998447084333745, "step": 7940, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.006079491041600704, "weighted_relation_loss": 0.006079491041600704 }, { "action_query_norm": 43.43337135314941, "action_relation_loss": 0.0059046127833426, "auxiliary_loss_weight": 1.0, "epoch": 7.436856875584659, "flow_matching_loss": 0.04973817765712738, "grad_norm": 0.13777494430541992, "learning_rate": 8.788934002736943e-05, "loss": 0.056, "relation_loss": 0.006263691326603293, "selected_pairs": 26670.3, "state_query_norm": 44.189432525634764, "state_relation_loss": 0.00035907852870877834, "step": 7950, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.006263691326603293, "weighted_relation_loss": 0.006263691326603293 }, { "action_query_norm": 43.44487075805664, "action_relation_loss": 0.005789294466376304, "auxiliary_loss_weight": 1.0, "epoch": 7.44621141253508, "flow_matching_loss": 0.05019766576588154, "grad_norm": 0.10322604328393936, "learning_rate": 8.785335392344857e-05, "loss": 0.0563, "relation_loss": 0.006127710780128836, "selected_pairs": 26644.4, "state_query_norm": 44.20276794433594, "state_relation_loss": 0.00033841639815364034, "step": 7960, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.006127710780128836, "weighted_relation_loss": 0.006127710780128836 }, { "action_query_norm": 43.45174865722656, "action_relation_loss": 0.005747606977820396, "auxiliary_loss_weight": 1.0, "epoch": 7.4555659494855, "flow_matching_loss": 0.04942052476108074, "grad_norm": 0.14478513598442078, "learning_rate": 8.781732182413336e-05, "loss": 0.0555, "relation_loss": 0.00609310888685286, "selected_pairs": 26787.1, "state_query_norm": 44.19245223999023, "state_relation_loss": 0.0003455019585089758, "step": 7970, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.00609310888685286, "weighted_relation_loss": 0.00609310888685286 }, { "action_query_norm": 43.4489242553711, "action_relation_loss": 0.0056494992226362225, "auxiliary_loss_weight": 1.0, "epoch": 7.464920486435921, "flow_matching_loss": 0.04982063136994839, "grad_norm": 0.11276188492774963, "learning_rate": 8.778124377320618e-05, "loss": 0.0558, "relation_loss": 0.006002359976992011, "selected_pairs": 26275.4, "state_query_norm": 44.19621696472168, "state_relation_loss": 0.0003528607776388526, "step": 7980, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.006002359976992011, "weighted_relation_loss": 0.006002359976992011 }, { "action_query_norm": 43.445777130126956, "action_relation_loss": 0.005839629471302033, "auxiliary_loss_weight": 1.0, "epoch": 7.474275023386342, "flow_matching_loss": 0.04806035459041595, "grad_norm": 0.127560093998909, "learning_rate": 8.774511981450529e-05, "loss": 0.0543, "relation_loss": 0.006190181383863092, "selected_pairs": 26989.2, "state_query_norm": 44.20588493347168, "state_relation_loss": 0.0003505519562168047, "step": 7990, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.006190181383863092, "weighted_relation_loss": 0.006190181383863092 }, { "action_query_norm": 43.44046821594238, "action_relation_loss": 0.0055622969754040245, "auxiliary_loss_weight": 1.0, "epoch": 7.483629560336763, "flow_matching_loss": 0.051319151371717456, "grad_norm": 0.10864349454641342, "learning_rate": 8.770894999192467e-05, "loss": 0.0572, "relation_loss": 0.005911046825349331, "selected_pairs": 26742.7, "state_query_norm": 44.19379920959473, "state_relation_loss": 0.00034874990524258465, "step": 8000, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.005911046825349331, "weighted_relation_loss": 0.005911046825349331 }, { "action_query_norm": 43.44916687011719, "action_relation_loss": 0.00569970109499991, "auxiliary_loss_weight": 1.0, "epoch": 7.492984097287184, "flow_matching_loss": 0.04871971867978573, "grad_norm": 0.1463811844587326, "learning_rate": 8.767273434941412e-05, "loss": 0.0548, "relation_loss": 0.006053097173571586, "selected_pairs": 26966.4, "state_query_norm": 44.189362335205075, "state_relation_loss": 0.0003533960960339755, "step": 8010, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.006053097173571586, "weighted_relation_loss": 0.006053097173571586 }, { "action_query_norm": 43.437312316894534, "action_relation_loss": 0.00608223294839263, "auxiliary_loss_weight": 1.0, "epoch": 7.5023386342376055, "flow_matching_loss": 0.051475830003619195, "grad_norm": 0.14335897564888, "learning_rate": 8.7636472930979e-05, "loss": 0.0579, "relation_loss": 0.006446232786402106, "selected_pairs": 26736.2, "state_query_norm": 44.19231910705567, "state_relation_loss": 0.0003639998933067545, "step": 8020, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.006446232786402106, "weighted_relation_loss": 0.006446232786402106 }, { "action_query_norm": 43.42927551269531, "action_relation_loss": 0.0056179664097726345, "auxiliary_loss_weight": 1.0, "epoch": 7.511693171188027, "flow_matching_loss": 0.047309853881597516, "grad_norm": 0.1451500803232193, "learning_rate": 8.76001657806804e-05, "loss": 0.0533, "relation_loss": 0.005980340810492635, "selected_pairs": 27082.3, "state_query_norm": 44.18317832946777, "state_relation_loss": 0.00036237452586647124, "step": 8030, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.005980340810492635, "weighted_relation_loss": 0.005980340810492635 }, { "action_query_norm": 43.41172370910645, "action_relation_loss": 0.005732928961515426, "auxiliary_loss_weight": 1.0, "epoch": 7.521047708138447, "flow_matching_loss": 0.04914323575794697, "grad_norm": 0.13115575909614563, "learning_rate": 8.756381294263491e-05, "loss": 0.0552, "relation_loss": 0.006056242017075419, "selected_pairs": 26593.9, "state_query_norm": 44.18758316040039, "state_relation_loss": 0.0003233130235457793, "step": 8040, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.006056242017075419, "weighted_relation_loss": 0.006056242017075419 }, { "action_query_norm": 43.40832405090332, "action_relation_loss": 0.006021651998162269, "auxiliary_loss_weight": 1.0, "epoch": 7.530402245088868, "flow_matching_loss": 0.04820681773126125, "grad_norm": 0.12961575388908386, "learning_rate": 8.752741446101464e-05, "loss": 0.0546, "relation_loss": 0.006362974923104048, "selected_pairs": 26991.3, "state_query_norm": 44.18642349243164, "state_relation_loss": 0.00034132291038986297, "step": 8050, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.006362974923104048, "weighted_relation_loss": 0.006362974923104048 }, { "action_query_norm": 43.41553802490235, "action_relation_loss": 0.005694916471838951, "auxiliary_loss_weight": 1.0, "epoch": 7.539756782039289, "flow_matching_loss": 0.04774831458926201, "grad_norm": 0.14316326379776, "learning_rate": 8.749097038004722e-05, "loss": 0.0538, "relation_loss": 0.006053094705566764, "selected_pairs": 27456.2, "state_query_norm": 44.186039733886716, "state_relation_loss": 0.0003581782220862806, "step": 8060, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.006053094705566764, "weighted_relation_loss": 0.006053094705566764 }, { "action_query_norm": 43.42279472351074, "action_relation_loss": 0.005576863046735525, "auxiliary_loss_weight": 1.0, "epoch": 7.54911131898971, "flow_matching_loss": 0.04815117716789245, "grad_norm": 0.14321987330913544, "learning_rate": 8.745448074401561e-05, "loss": 0.0541, "relation_loss": 0.005909721786156297, "selected_pairs": 26803.1, "state_query_norm": 44.183477783203124, "state_relation_loss": 0.00033285870449617505, "step": 8070, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.005909721786156297, "weighted_relation_loss": 0.005909721786156297 }, { "action_query_norm": 43.420305252075195, "action_relation_loss": 0.005815601814538241, "auxiliary_loss_weight": 1.0, "epoch": 7.558465855940131, "flow_matching_loss": 0.0493345845490694, "grad_norm": 0.17183557152748108, "learning_rate": 8.741794559725818e-05, "loss": 0.0555, "relation_loss": 0.0061460454016923904, "selected_pairs": 27639.3, "state_query_norm": 44.17973098754883, "state_relation_loss": 0.00033044365991372613, "step": 8080, "valid_action_samples": 235.6, "weighted_auxiliary_loss": 0.0061460454016923904, "weighted_relation_loss": 0.0061460454016923904 }, { "action_query_norm": 43.4058536529541, "action_relation_loss": 0.005914829205721617, "auxiliary_loss_weight": 1.0, "epoch": 7.567820392890552, "flow_matching_loss": 0.05056015960872173, "grad_norm": 0.13811837136745453, "learning_rate": 8.738136498416856e-05, "loss": 0.0568, "relation_loss": 0.006247008638456464, "selected_pairs": 26410.0, "state_query_norm": 44.16874656677246, "state_relation_loss": 0.00033217941236216573, "step": 8090, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.006247008638456464, "weighted_relation_loss": 0.006247008638456464 }, { "action_query_norm": 43.401427841186525, "action_relation_loss": 0.005560670606791973, "auxiliary_loss_weight": 1.0, "epoch": 7.5771749298409725, "flow_matching_loss": 0.04719761051237583, "grad_norm": 0.12229588627815247, "learning_rate": 8.734473894919564e-05, "loss": 0.0531, "relation_loss": 0.005900799063965678, "selected_pairs": 27361.5, "state_query_norm": 44.1740966796875, "state_relation_loss": 0.0003401284251594916, "step": 8100, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.005900799063965678, "weighted_relation_loss": 0.005900799063965678 }, { "action_query_norm": 43.3788444519043, "action_relation_loss": 0.006119791837409139, "auxiliary_loss_weight": 1.0, "epoch": 7.586529466791394, "flow_matching_loss": 0.04819631353020668, "grad_norm": 0.15366649627685547, "learning_rate": 8.730806753684353e-05, "loss": 0.0547, "relation_loss": 0.006465612957254052, "selected_pairs": 26233.7, "state_query_norm": 44.17488098144531, "state_relation_loss": 0.0003458211576798931, "step": 8110, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.006465612957254052, "weighted_relation_loss": 0.006465612957254052 }, { "action_query_norm": 43.40079040527344, "action_relation_loss": 0.005979448324069381, "auxiliary_loss_weight": 1.0, "epoch": 7.595884003741815, "flow_matching_loss": 0.05028989873826504, "grad_norm": 0.1573653370141983, "learning_rate": 8.727135079167144e-05, "loss": 0.0566, "relation_loss": 0.0063179376069456335, "selected_pairs": 26593.6, "state_query_norm": 44.1758228302002, "state_relation_loss": 0.000338489274145104, "step": 8120, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0063179376069456335, "weighted_relation_loss": 0.0063179376069456335 }, { "action_query_norm": 43.38109016418457, "action_relation_loss": 0.005751015804708004, "auxiliary_loss_weight": 1.0, "epoch": 7.605238540692236, "flow_matching_loss": 0.04833018556237221, "grad_norm": 0.12054584175348282, "learning_rate": 8.723458875829368e-05, "loss": 0.0544, "relation_loss": 0.006088179023936391, "selected_pairs": 27317.2, "state_query_norm": 44.16715431213379, "state_relation_loss": 0.00033716316684149204, "step": 8130, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.006088179023936391, "weighted_relation_loss": 0.006088179023936391 }, { "action_query_norm": 43.3971607208252, "action_relation_loss": 0.005911216605454683, "auxiliary_loss_weight": 1.0, "epoch": 7.614593077642657, "flow_matching_loss": 0.04930594153702259, "grad_norm": 0.12709547579288483, "learning_rate": 8.719778148137958e-05, "loss": 0.0556, "relation_loss": 0.006249718787148595, "selected_pairs": 27218.6, "state_query_norm": 44.17415199279785, "state_relation_loss": 0.00033850221370812505, "step": 8140, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.006249718787148595, "weighted_relation_loss": 0.006249718787148595 }, { "action_query_norm": 43.39917068481445, "action_relation_loss": 0.005567954201251268, "auxiliary_loss_weight": 1.0, "epoch": 7.623947614593078, "flow_matching_loss": 0.05128689259290695, "grad_norm": 0.14865291118621826, "learning_rate": 8.716092900565346e-05, "loss": 0.0572, "relation_loss": 0.005894651729613542, "selected_pairs": 27339.6, "state_query_norm": 44.17418212890625, "state_relation_loss": 0.0003266975312726572, "step": 8150, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.005894651729613542, "weighted_relation_loss": 0.005894651729613542 }, { "action_query_norm": 43.37378044128418, "action_relation_loss": 0.005791318882256746, "auxiliary_loss_weight": 1.0, "epoch": 7.633302151543498, "flow_matching_loss": 0.04833954609930515, "grad_norm": 0.17818289995193481, "learning_rate": 8.712403137589456e-05, "loss": 0.0545, "relation_loss": 0.0061305140145123, "selected_pairs": 26443.3, "state_query_norm": 44.15860099792481, "state_relation_loss": 0.00033919503330253064, "step": 8160, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0061305140145123, "weighted_relation_loss": 0.0061305140145123 }, { "action_query_norm": 43.38366851806641, "action_relation_loss": 0.005578132532536984, "auxiliary_loss_weight": 1.0, "epoch": 7.642656688493919, "flow_matching_loss": 0.0454193789511919, "grad_norm": 0.11627157032489777, "learning_rate": 8.708708863693697e-05, "loss": 0.0513, "relation_loss": 0.005920421238988638, "selected_pairs": 26592.6, "state_query_norm": 44.153174591064456, "state_relation_loss": 0.00034228867443744095, "step": 8170, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.005920421238988638, "weighted_relation_loss": 0.005920421238988638 }, { "action_query_norm": 43.37848739624023, "action_relation_loss": 0.005457812175154686, "auxiliary_loss_weight": 1.0, "epoch": 7.65201122544434, "flow_matching_loss": 0.046919526532292366, "grad_norm": 0.154556006193161, "learning_rate": 8.70501008336696e-05, "loss": 0.0527, "relation_loss": 0.005785214528441429, "selected_pairs": 26625.7, "state_query_norm": 44.15934104919434, "state_relation_loss": 0.00032740232127252965, "step": 8180, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.005785214528441429, "weighted_relation_loss": 0.005785214528441429 }, { "action_query_norm": 43.36198463439941, "action_relation_loss": 0.005979861039668322, "auxiliary_loss_weight": 1.0, "epoch": 7.6613657623947615, "flow_matching_loss": 0.04883704334497452, "grad_norm": 0.10916616022586823, "learning_rate": 8.701306801103611e-05, "loss": 0.0552, "relation_loss": 0.006316413544118405, "selected_pairs": 26687.9, "state_query_norm": 44.15739631652832, "state_relation_loss": 0.00033655244624242187, "step": 8190, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.006316413544118405, "weighted_relation_loss": 0.006316413544118405 }, { "action_query_norm": 43.37220916748047, "action_relation_loss": 0.0058976980857551094, "auxiliary_loss_weight": 1.0, "epoch": 7.670720299345183, "flow_matching_loss": 0.05072715207934379, "grad_norm": 0.17696405947208405, "learning_rate": 8.697599021403489e-05, "loss": 0.057, "relation_loss": 0.006237948033958674, "selected_pairs": 26757.4, "state_query_norm": 44.15495262145996, "state_relation_loss": 0.00034024992492049934, "step": 8200, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.006237948033958674, "weighted_relation_loss": 0.006237948033958674 }, { "action_query_norm": 43.37020721435547, "action_relation_loss": 0.0057137522380799055, "auxiliary_loss_weight": 1.0, "epoch": 7.680074836295604, "flow_matching_loss": 0.04855022542178631, "grad_norm": 0.1744249165058136, "learning_rate": 8.693886748771896e-05, "loss": 0.0546, "relation_loss": 0.006078543514013291, "selected_pairs": 26844.6, "state_query_norm": 44.15210494995117, "state_relation_loss": 0.00036479124682955446, "step": 8210, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.006078543514013291, "weighted_relation_loss": 0.006078543514013291 }, { "action_query_norm": 43.37037200927735, "action_relation_loss": 0.0056789205875247715, "auxiliary_loss_weight": 1.0, "epoch": 7.689429373246024, "flow_matching_loss": 0.04532674625515938, "grad_norm": 0.0952664390206337, "learning_rate": 8.690169987719593e-05, "loss": 0.0513, "relation_loss": 0.00601778132840991, "selected_pairs": 26694.2, "state_query_norm": 44.15265998840332, "state_relation_loss": 0.00033886072051245717, "step": 8220, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.00601778132840991, "weighted_relation_loss": 0.00601778132840991 }, { "action_query_norm": 43.36976928710938, "action_relation_loss": 0.006033993232995272, "auxiliary_loss_weight": 1.0, "epoch": 7.698783910196445, "flow_matching_loss": 0.049701114743947984, "grad_norm": 0.1361154019832611, "learning_rate": 8.686448742762791e-05, "loss": 0.0561, "relation_loss": 0.006384985521435738, "selected_pairs": 27404.6, "state_query_norm": 44.155325698852536, "state_relation_loss": 0.00035099225933663545, "step": 8230, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.006384985521435738, "weighted_relation_loss": 0.006384985521435738 }, { "action_query_norm": 43.364118576049805, "action_relation_loss": 0.005606643483042717, "auxiliary_loss_weight": 1.0, "epoch": 7.708138447146866, "flow_matching_loss": 0.04563350193202496, "grad_norm": 0.09529143571853638, "learning_rate": 8.682723018423161e-05, "loss": 0.0516, "relation_loss": 0.005948556773364544, "selected_pairs": 26593.1, "state_query_norm": 44.146893692016604, "state_relation_loss": 0.0003419133514398709, "step": 8240, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.005948556773364544, "weighted_relation_loss": 0.005948556773364544 }, { "action_query_norm": 43.361310195922854, "action_relation_loss": 0.005525015527382493, "auxiliary_loss_weight": 1.0, "epoch": 7.717492984097287, "flow_matching_loss": 0.04622501730918884, "grad_norm": 0.15881748497486115, "learning_rate": 8.678992819227804e-05, "loss": 0.0521, "relation_loss": 0.00586432246491313, "selected_pairs": 26852.4, "state_query_norm": 44.151258850097655, "state_relation_loss": 0.00033930692879948767, "step": 8250, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.00586432246491313, "weighted_relation_loss": 0.00586432246491313 }, { "action_query_norm": 43.35429420471191, "action_relation_loss": 0.00548310331068933, "auxiliary_loss_weight": 1.0, "epoch": 7.726847521047708, "flow_matching_loss": 0.04764912165701389, "grad_norm": 0.15188752114772797, "learning_rate": 8.675258149709265e-05, "loss": 0.0535, "relation_loss": 0.005829891795292497, "selected_pairs": 26673.4, "state_query_norm": 44.13902893066406, "state_relation_loss": 0.00034678851952776315, "step": 8260, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.005829891795292497, "weighted_relation_loss": 0.005829891795292497 }, { "action_query_norm": 43.350775146484374, "action_relation_loss": 0.005560228461399674, "auxiliary_loss_weight": 1.0, "epoch": 7.736202057998129, "flow_matching_loss": 0.045935691148042676, "grad_norm": 0.11567998677492142, "learning_rate": 8.67151901440552e-05, "loss": 0.0518, "relation_loss": 0.00589366196654737, "selected_pairs": 26626.7, "state_query_norm": 44.141313552856445, "state_relation_loss": 0.00033343348186463115, "step": 8270, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.00589366196654737, "weighted_relation_loss": 0.00589366196654737 }, { "action_query_norm": 43.34155464172363, "action_relation_loss": 0.005731506645679474, "auxiliary_loss_weight": 1.0, "epoch": 7.74555659494855, "flow_matching_loss": 0.04810691811144352, "grad_norm": 0.1440669447183609, "learning_rate": 8.667775417859971e-05, "loss": 0.0542, "relation_loss": 0.006065547466278076, "selected_pairs": 27274.3, "state_query_norm": 44.14329071044922, "state_relation_loss": 0.00033404076530132445, "step": 8280, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.006065547466278076, "weighted_relation_loss": 0.006065547466278076 }, { "action_query_norm": 43.34480857849121, "action_relation_loss": 0.005685587134212256, "auxiliary_loss_weight": 1.0, "epoch": 7.754911131898971, "flow_matching_loss": 0.046323123201727864, "grad_norm": 0.14092214405536652, "learning_rate": 8.664027364621441e-05, "loss": 0.0524, "relation_loss": 0.006031195959076285, "selected_pairs": 27181.9, "state_query_norm": 44.13786735534668, "state_relation_loss": 0.00034560874628368764, "step": 8290, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.006031195959076285, "weighted_relation_loss": 0.006031195959076285 }, { "action_query_norm": 43.36500205993652, "action_relation_loss": 0.005649807630106807, "auxiliary_loss_weight": 1.0, "epoch": 7.764265668849392, "flow_matching_loss": 0.04622671753168106, "grad_norm": 0.14978404343128204, "learning_rate": 8.660274859244168e-05, "loss": 0.0522, "relation_loss": 0.0059962878469377754, "selected_pairs": 27406.4, "state_query_norm": 44.13841285705566, "state_relation_loss": 0.0003464802197413519, "step": 8300, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.0059962878469377754, "weighted_relation_loss": 0.0059962878469377754 }, { "action_query_norm": 43.358903121948245, "action_relation_loss": 0.005557329533621669, "auxiliary_loss_weight": 1.0, "epoch": 7.773620205799813, "flow_matching_loss": 0.04781529940664768, "grad_norm": 0.1475232094526291, "learning_rate": 8.656517906287799e-05, "loss": 0.0537, "relation_loss": 0.005905397562310099, "selected_pairs": 27082.1, "state_query_norm": 44.13456268310547, "state_relation_loss": 0.00034806803159881383, "step": 8310, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.005905397562310099, "weighted_relation_loss": 0.005905397562310099 }, { "action_query_norm": 43.3277027130127, "action_relation_loss": 0.005616369005292654, "auxiliary_loss_weight": 1.0, "epoch": 7.782974742750234, "flow_matching_loss": 0.04910811968147755, "grad_norm": 0.14765411615371704, "learning_rate": 8.652756510317387e-05, "loss": 0.055, "relation_loss": 0.005930189369246363, "selected_pairs": 27179.3, "state_query_norm": 44.14152565002441, "state_relation_loss": 0.00031382028246298435, "step": 8320, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.005930189369246363, "weighted_relation_loss": 0.005930189369246363 }, { "action_query_norm": 43.34097595214844, "action_relation_loss": 0.005590955074876547, "auxiliary_loss_weight": 1.0, "epoch": 7.792329279700655, "flow_matching_loss": 0.04689528495073318, "grad_norm": 0.13899008929729462, "learning_rate": 8.648990675903382e-05, "loss": 0.0528, "relation_loss": 0.005918074212968349, "selected_pairs": 27013.8, "state_query_norm": 44.138546752929685, "state_relation_loss": 0.0003271191759267822, "step": 8330, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.005918074212968349, "weighted_relation_loss": 0.005918074212968349 }, { "action_query_norm": 43.33363761901855, "action_relation_loss": 0.00575435752980411, "auxiliary_loss_weight": 1.0, "epoch": 7.801683816651076, "flow_matching_loss": 0.04826635383069515, "grad_norm": 0.14553126692771912, "learning_rate": 8.64522040762163e-05, "loss": 0.0544, "relation_loss": 0.00609274972230196, "selected_pairs": 27175.6, "state_query_norm": 44.1339729309082, "state_relation_loss": 0.0003383922768989578, "step": 8340, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.00609274972230196, "weighted_relation_loss": 0.00609274972230196 }, { "action_query_norm": 43.34918441772461, "action_relation_loss": 0.005783038027584553, "auxiliary_loss_weight": 1.0, "epoch": 7.8110383536014965, "flow_matching_loss": 0.04657166227698326, "grad_norm": 0.12525223195552826, "learning_rate": 8.64144571005336e-05, "loss": 0.0527, "relation_loss": 0.006125221680849791, "selected_pairs": 26490.7, "state_query_norm": 44.13686637878418, "state_relation_loss": 0.00034218372020404785, "step": 8350, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.006125221680849791, "weighted_relation_loss": 0.006125221680849791 }, { "action_query_norm": 43.33890838623047, "action_relation_loss": 0.0054940832778811455, "auxiliary_loss_weight": 1.0, "epoch": 7.8203928905519176, "flow_matching_loss": 0.04698893092572689, "grad_norm": 0.1681271344423294, "learning_rate": 8.637666587785184e-05, "loss": 0.0528, "relation_loss": 0.005840314645320177, "selected_pairs": 26507.8, "state_query_norm": 44.12945137023926, "state_relation_loss": 0.0003462313732597977, "step": 8360, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.005840314645320177, "weighted_relation_loss": 0.005840314645320177 }, { "action_query_norm": 43.32399139404297, "action_relation_loss": 0.005233243061229587, "auxiliary_loss_weight": 1.0, "epoch": 7.829747427502339, "flow_matching_loss": 0.04886344410479069, "grad_norm": 0.155411496758461, "learning_rate": 8.633883045409096e-05, "loss": 0.0544, "relation_loss": 0.005577915674075484, "selected_pairs": 26873.5, "state_query_norm": 44.12381362915039, "state_relation_loss": 0.0003446726448601112, "step": 8370, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.005577915674075484, "weighted_relation_loss": 0.005577915674075484 }, { "action_query_norm": 43.32217559814453, "action_relation_loss": 0.005658365320414305, "auxiliary_loss_weight": 1.0, "epoch": 7.83910196445276, "flow_matching_loss": 0.04782414622604847, "grad_norm": 0.15121373534202576, "learning_rate": 8.630095087522457e-05, "loss": 0.0538, "relation_loss": 0.005991380475461483, "selected_pairs": 26778.5, "state_query_norm": 44.12671127319336, "state_relation_loss": 0.00033301514631602915, "step": 8380, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.005991380475461483, "weighted_relation_loss": 0.005991380475461483 }, { "action_query_norm": 43.31742973327637, "action_relation_loss": 0.00567414602264762, "auxiliary_loss_weight": 1.0, "epoch": 7.848456501403181, "flow_matching_loss": 0.050271684676408766, "grad_norm": 0.1600276678800583, "learning_rate": 8.62630271872799e-05, "loss": 0.0563, "relation_loss": 0.005988317215815187, "selected_pairs": 26247.1, "state_query_norm": 44.125614166259766, "state_relation_loss": 0.00031417118152603506, "step": 8390, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.005988317215815187, "weighted_relation_loss": 0.005988317215815187 }, { "action_query_norm": 43.3225040435791, "action_relation_loss": 0.005356709938496351, "auxiliary_loss_weight": 1.0, "epoch": 7.857811038353601, "flow_matching_loss": 0.04613002277910709, "grad_norm": 0.15910162031650543, "learning_rate": 8.62250594363378e-05, "loss": 0.0518, "relation_loss": 0.005693492060527205, "selected_pairs": 26954.1, "state_query_norm": 44.123421096801756, "state_relation_loss": 0.0003367821016581729, "step": 8400, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.005693492060527205, "weighted_relation_loss": 0.005693492060527205 }, { "action_query_norm": 43.31966857910156, "action_relation_loss": 0.005444920249283313, "auxiliary_loss_weight": 1.0, "epoch": 7.867165575304022, "flow_matching_loss": 0.04661489948630333, "grad_norm": 0.09779112040996552, "learning_rate": 8.61870476685327e-05, "loss": 0.0524, "relation_loss": 0.005751287704333663, "selected_pairs": 26431.7, "state_query_norm": 44.13056945800781, "state_relation_loss": 0.0003063674841541797, "step": 8410, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.005751287704333663, "weighted_relation_loss": 0.005751287704333663 }, { "action_query_norm": 43.31761245727539, "action_relation_loss": 0.005149397067725658, "auxiliary_loss_weight": 1.0, "epoch": 7.876520112254443, "flow_matching_loss": 0.04589583314955235, "grad_norm": 0.11577881872653961, "learning_rate": 8.614899193005248e-05, "loss": 0.0514, "relation_loss": 0.005467539187520742, "selected_pairs": 27131.2, "state_query_norm": 44.123466873168944, "state_relation_loss": 0.00031814219255466014, "step": 8420, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.005467539187520742, "weighted_relation_loss": 0.005467539187520742 }, { "action_query_norm": 43.30231246948242, "action_relation_loss": 0.005385503545403481, "auxiliary_loss_weight": 1.0, "epoch": 7.885874649204864, "flow_matching_loss": 0.04688060022890568, "grad_norm": 0.11586689203977585, "learning_rate": 8.611089226713842e-05, "loss": 0.0526, "relation_loss": 0.005704958317801356, "selected_pairs": 27084.8, "state_query_norm": 44.126329803466795, "state_relation_loss": 0.0003194547811290249, "step": 8430, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.005704958317801356, "weighted_relation_loss": 0.005704958317801356 }, { "action_query_norm": 43.31388854980469, "action_relation_loss": 0.005695479596033693, "auxiliary_loss_weight": 1.0, "epoch": 7.8952291861552855, "flow_matching_loss": 0.04567302167415619, "grad_norm": 0.13364215195178986, "learning_rate": 8.607274872608521e-05, "loss": 0.0517, "relation_loss": 0.006020595412701368, "selected_pairs": 27010.7, "state_query_norm": 44.105675506591794, "state_relation_loss": 0.0003251158748753369, "step": 8440, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.006020595412701368, "weighted_relation_loss": 0.006020595412701368 }, { "action_query_norm": 43.30330963134766, "action_relation_loss": 0.005450105527415872, "auxiliary_loss_weight": 1.0, "epoch": 7.904583723105707, "flow_matching_loss": 0.045834996923804286, "grad_norm": 0.13525041937828064, "learning_rate": 8.603456135324088e-05, "loss": 0.0516, "relation_loss": 0.005780978547409177, "selected_pairs": 26807.3, "state_query_norm": 44.1138240814209, "state_relation_loss": 0.0003308730287244543, "step": 8450, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.005780978547409177, "weighted_relation_loss": 0.005780978547409177 }, { "action_query_norm": 43.29062690734863, "action_relation_loss": 0.005543269403278828, "auxiliary_loss_weight": 1.0, "epoch": 7.913938260056128, "flow_matching_loss": 0.046328244358301164, "grad_norm": 0.15758824348449707, "learning_rate": 8.599633019500665e-05, "loss": 0.0522, "relation_loss": 0.005863533820956945, "selected_pairs": 26547.9, "state_query_norm": 44.11823959350586, "state_relation_loss": 0.0003202643507393077, "step": 8460, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.005863533820956945, "weighted_relation_loss": 0.005863533820956945 }, { "action_query_norm": 43.28967781066895, "action_relation_loss": 0.00527576832100749, "auxiliary_loss_weight": 1.0, "epoch": 7.923292797006548, "flow_matching_loss": 0.04777024872601032, "grad_norm": 0.14008109271526337, "learning_rate": 8.595805529783702e-05, "loss": 0.0534, "relation_loss": 0.00560315428301692, "selected_pairs": 27523.1, "state_query_norm": 44.12001190185547, "state_relation_loss": 0.00032738602021709085, "step": 8470, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.00560315428301692, "weighted_relation_loss": 0.00560315428301692 }, { "action_query_norm": 43.31319618225098, "action_relation_loss": 0.00547883128747344, "auxiliary_loss_weight": 1.0, "epoch": 7.932647333956969, "flow_matching_loss": 0.049157334864139555, "grad_norm": 0.09474657475948334, "learning_rate": 8.591973670823958e-05, "loss": 0.055, "relation_loss": 0.005810821475461125, "selected_pairs": 26875.1, "state_query_norm": 44.105909729003905, "state_relation_loss": 0.0003319901443319395, "step": 8480, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.005810821475461125, "weighted_relation_loss": 0.005810821475461125 }, { "action_query_norm": 43.29974555969238, "action_relation_loss": 0.005436201766133309, "auxiliary_loss_weight": 1.0, "epoch": 7.94200187090739, "flow_matching_loss": 0.04657632447779179, "grad_norm": 0.11250871419906616, "learning_rate": 8.588137447277503e-05, "loss": 0.0524, "relation_loss": 0.005775084299966693, "selected_pairs": 27265.4, "state_query_norm": 44.109106826782224, "state_relation_loss": 0.0003388825280126184, "step": 8490, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.005775084299966693, "weighted_relation_loss": 0.005775084299966693 }, { "action_query_norm": 43.30502853393555, "action_relation_loss": 0.00558337545953691, "auxiliary_loss_weight": 1.0, "epoch": 7.951356407857811, "flow_matching_loss": 0.04720558077096939, "grad_norm": 0.12459256500005722, "learning_rate": 8.584296863805709e-05, "loss": 0.0531, "relation_loss": 0.005914074927568435, "selected_pairs": 26437.1, "state_query_norm": 44.110464859008786, "state_relation_loss": 0.00033069939818233254, "step": 8500, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.005914074927568435, "weighted_relation_loss": 0.005914074927568435 }, { "action_query_norm": 43.31530876159668, "action_relation_loss": 0.005507964873686433, "auxiliary_loss_weight": 1.0, "epoch": 7.960710944808232, "flow_matching_loss": 0.04604918584227562, "grad_norm": 0.15955986082553864, "learning_rate": 8.580451925075248e-05, "loss": 0.0519, "relation_loss": 0.0058425032999366525, "selected_pairs": 27197.1, "state_query_norm": 44.10766487121582, "state_relation_loss": 0.00033453852811362597, "step": 8510, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0058425032999366525, "weighted_relation_loss": 0.0058425032999366525 }, { "action_query_norm": 43.28312301635742, "action_relation_loss": 0.005678969575092197, "auxiliary_loss_weight": 1.0, "epoch": 7.9700654817586525, "flow_matching_loss": 0.04855979941785336, "grad_norm": 0.13802367448806763, "learning_rate": 8.576602635758085e-05, "loss": 0.0546, "relation_loss": 0.006003642966970801, "selected_pairs": 26778.9, "state_query_norm": 44.11481819152832, "state_relation_loss": 0.0003246733540436253, "step": 8520, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.006003642966970801, "weighted_relation_loss": 0.006003642966970801 }, { "action_query_norm": 43.29033203125, "action_relation_loss": 0.005458386475220322, "auxiliary_loss_weight": 1.0, "epoch": 7.979420018709074, "flow_matching_loss": 0.04633636474609375, "grad_norm": 0.13042820990085602, "learning_rate": 8.572749000531469e-05, "loss": 0.0521, "relation_loss": 0.005770194809883833, "selected_pairs": 26967.7, "state_query_norm": 44.10846786499023, "state_relation_loss": 0.00031180833466351034, "step": 8530, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.005770194809883833, "weighted_relation_loss": 0.005770194809883833 }, { "action_query_norm": 43.27749252319336, "action_relation_loss": 0.005613719904795289, "auxiliary_loss_weight": 1.0, "epoch": 7.988774555659495, "flow_matching_loss": 0.046996939927339554, "grad_norm": 0.13255396485328674, "learning_rate": 8.568891024077926e-05, "loss": 0.0529, "relation_loss": 0.005934846960008145, "selected_pairs": 26921.0, "state_query_norm": 44.10331802368164, "state_relation_loss": 0.000321127095958218, "step": 8540, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.005934846960008145, "weighted_relation_loss": 0.005934846960008145 }, { "action_query_norm": 43.27320899963379, "action_relation_loss": 0.0051665240433067085, "auxiliary_loss_weight": 1.0, "epoch": 7.998129092609916, "flow_matching_loss": 0.04787727333605289, "grad_norm": 0.1653246432542801, "learning_rate": 8.565028711085265e-05, "loss": 0.0534, "relation_loss": 0.005484803533181548, "selected_pairs": 27362.5, "state_query_norm": 44.09983520507812, "state_relation_loss": 0.00031827950733713805, "step": 8550, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.005484803533181548, "weighted_relation_loss": 0.005484803533181548 }, { "action_query_norm": 43.27480583190918, "action_relation_loss": 0.0052103182766586546, "auxiliary_loss_weight": 1.0, "epoch": 8.007483629560337, "flow_matching_loss": 0.04633924812078476, "grad_norm": 0.15672898292541504, "learning_rate": 8.561162066246561e-05, "loss": 0.0519, "relation_loss": 0.005520252883434296, "selected_pairs": 24460.0, "state_query_norm": 44.0998031616211, "state_relation_loss": 0.00030993454856798053, "step": 8560, "valid_action_samples": 214.9, "weighted_auxiliary_loss": 0.005520252883434296, "weighted_relation_loss": 0.005520252883434296 }, { "action_query_norm": 43.262942504882815, "action_relation_loss": 0.0053221032489091154, "auxiliary_loss_weight": 1.0, "epoch": 8.016838166510757, "flow_matching_loss": 0.04670960903167724, "grad_norm": 0.1848088949918747, "learning_rate": 8.557291094260152e-05, "loss": 0.0523, "relation_loss": 0.005634018778800964, "selected_pairs": 27131.2, "state_query_norm": 44.110273361206055, "state_relation_loss": 0.0003119154542218894, "step": 8570, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.005634018778800964, "weighted_relation_loss": 0.005634018778800964 }, { "action_query_norm": 43.25875968933106, "action_relation_loss": 0.005251833191141486, "auxiliary_loss_weight": 1.0, "epoch": 8.026192703461179, "flow_matching_loss": 0.04585273526608944, "grad_norm": 0.20195704698562622, "learning_rate": 8.553415799829629e-05, "loss": 0.0514, "relation_loss": 0.005564551567658782, "selected_pairs": 26905.3, "state_query_norm": 44.09705352783203, "state_relation_loss": 0.000312718388158828, "step": 8580, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.005564551567658782, "weighted_relation_loss": 0.005564551567658782 }, { "action_query_norm": 43.240243148803714, "action_relation_loss": 0.005107136722654104, "auxiliary_loss_weight": 1.0, "epoch": 8.0355472404116, "flow_matching_loss": 0.04888825342059135, "grad_norm": 0.1980530172586441, "learning_rate": 8.549536187663847e-05, "loss": 0.0543, "relation_loss": 0.005407796381041408, "selected_pairs": 26179.7, "state_query_norm": 44.09567451477051, "state_relation_loss": 0.00030065953906159847, "step": 8590, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.005407796381041408, "weighted_relation_loss": 0.005407796381041408 }, { "action_query_norm": 43.23395347595215, "action_relation_loss": 0.0052199896425008776, "auxiliary_loss_weight": 1.0, "epoch": 8.044901777362021, "flow_matching_loss": 0.047707848623394965, "grad_norm": 0.15464769303798676, "learning_rate": 8.545652262476897e-05, "loss": 0.0532, "relation_loss": 0.005539508210495115, "selected_pairs": 27154.8, "state_query_norm": 44.09718284606934, "state_relation_loss": 0.00031951862038113175, "step": 8600, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.005539508210495115, "weighted_relation_loss": 0.005539508210495115 }, { "action_query_norm": 43.25869255065918, "action_relation_loss": 0.005170166306197643, "auxiliary_loss_weight": 1.0, "epoch": 8.054256314312441, "flow_matching_loss": 0.045898812264204024, "grad_norm": 0.12044212967157364, "learning_rate": 8.541764028988115e-05, "loss": 0.0514, "relation_loss": 0.005479849968105554, "selected_pairs": 27336.8, "state_query_norm": 44.091240310668944, "state_relation_loss": 0.00030968356877565385, "step": 8610, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.005479849968105554, "weighted_relation_loss": 0.005479849968105554 }, { "action_query_norm": 43.23971252441406, "action_relation_loss": 0.00553157408721745, "auxiliary_loss_weight": 1.0, "epoch": 8.063610851262862, "flow_matching_loss": 0.04534098282456398, "grad_norm": 0.12542405724525452, "learning_rate": 8.537871491922071e-05, "loss": 0.0512, "relation_loss": 0.0058306203689426185, "selected_pairs": 27225.2, "state_query_norm": 44.08582649230957, "state_relation_loss": 0.00029904627299401907, "step": 8620, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0058306203689426185, "weighted_relation_loss": 0.0058306203689426185 }, { "action_query_norm": 43.272351837158205, "action_relation_loss": 0.005064129736274481, "auxiliary_loss_weight": 1.0, "epoch": 8.072965388213284, "flow_matching_loss": 0.04646853022277355, "grad_norm": 0.12573674321174622, "learning_rate": 8.533974656008566e-05, "loss": 0.0518, "relation_loss": 0.00537352841347456, "selected_pairs": 27011.4, "state_query_norm": 44.08203964233398, "state_relation_loss": 0.0003093986742896959, "step": 8630, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.00537352841347456, "weighted_relation_loss": 0.00537352841347456 }, { "action_query_norm": 43.27324905395508, "action_relation_loss": 0.005237653804942966, "auxiliary_loss_weight": 1.0, "epoch": 8.082319925163704, "flow_matching_loss": 0.048231182247400285, "grad_norm": 0.11367553472518921, "learning_rate": 8.530073525982621e-05, "loss": 0.0538, "relation_loss": 0.005540161579847336, "selected_pairs": 26873.3, "state_query_norm": 44.09097557067871, "state_relation_loss": 0.00030250770796556024, "step": 8640, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.005540161579847336, "weighted_relation_loss": 0.005540161579847336 }, { "action_query_norm": 43.243841552734374, "action_relation_loss": 0.004991016956046224, "auxiliary_loss_weight": 1.0, "epoch": 8.091674462114126, "flow_matching_loss": 0.04634991735219955, "grad_norm": 0.1282375156879425, "learning_rate": 8.526168106584476e-05, "loss": 0.0517, "relation_loss": 0.005302185332402587, "selected_pairs": 26410.9, "state_query_norm": 44.08402442932129, "state_relation_loss": 0.00031116837926674633, "step": 8650, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.005302185332402587, "weighted_relation_loss": 0.005302185332402587 }, { "action_query_norm": 43.24400787353515, "action_relation_loss": 0.005078992061316967, "auxiliary_loss_weight": 1.0, "epoch": 8.101028999064546, "flow_matching_loss": 0.04615008980035782, "grad_norm": 0.15907208621501923, "learning_rate": 8.522258402559586e-05, "loss": 0.0515, "relation_loss": 0.005376626318320632, "selected_pairs": 26229.1, "state_query_norm": 44.08747100830078, "state_relation_loss": 0.0002976342977490276, "step": 8660, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.005376626318320632, "weighted_relation_loss": 0.005376626318320632 }, { "action_query_norm": 43.24919319152832, "action_relation_loss": 0.005332494759932161, "auxiliary_loss_weight": 1.0, "epoch": 8.110383536014968, "flow_matching_loss": 0.04566706456243992, "grad_norm": 0.10301949083805084, "learning_rate": 8.518344418658613e-05, "loss": 0.0513, "relation_loss": 0.005640464555472136, "selected_pairs": 26738.3, "state_query_norm": 44.085292434692384, "state_relation_loss": 0.00030796980718150735, "step": 8670, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.005640464555472136, "weighted_relation_loss": 0.005640464555472136 }, { "action_query_norm": 43.22433700561523, "action_relation_loss": 0.005162450857460499, "auxiliary_loss_weight": 1.0, "epoch": 8.119738072965388, "flow_matching_loss": 0.043083003535866735, "grad_norm": 0.14987055957317352, "learning_rate": 8.51442615963741e-05, "loss": 0.0485, "relation_loss": 0.005457599693909287, "selected_pairs": 27067.9, "state_query_norm": 44.07732925415039, "state_relation_loss": 0.0002951488073449582, "step": 8680, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.005457599693909287, "weighted_relation_loss": 0.005457599693909287 }, { "action_query_norm": 43.244034957885745, "action_relation_loss": 0.004991720197722316, "auxiliary_loss_weight": 1.0, "epoch": 8.129092609915809, "flow_matching_loss": 0.04485543444752693, "grad_norm": 0.11821799725294113, "learning_rate": 8.510503630257034e-05, "loss": 0.0502, "relation_loss": 0.005296548688784241, "selected_pairs": 27263.8, "state_query_norm": 44.075110626220706, "state_relation_loss": 0.0003048285230761394, "step": 8690, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.005296548688784241, "weighted_relation_loss": 0.005296548688784241 }, { "action_query_norm": 43.26199645996094, "action_relation_loss": 0.005048930831253529, "auxiliary_loss_weight": 1.0, "epoch": 8.13844714686623, "flow_matching_loss": 0.04700503386557102, "grad_norm": 0.13858941197395325, "learning_rate": 8.50657683528373e-05, "loss": 0.0524, "relation_loss": 0.005354734882712364, "selected_pairs": 27174.1, "state_query_norm": 44.07235527038574, "state_relation_loss": 0.00030580399034079163, "step": 8700, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.005354734882712364, "weighted_relation_loss": 0.005354734882712364 }, { "action_query_norm": 43.27197761535645, "action_relation_loss": 0.005168966110795736, "auxiliary_loss_weight": 1.0, "epoch": 8.14780168381665, "flow_matching_loss": 0.047639339417219165, "grad_norm": 0.13245870172977448, "learning_rate": 8.502645779488922e-05, "loss": 0.0531, "relation_loss": 0.00547198774293065, "selected_pairs": 27053.9, "state_query_norm": 44.072505187988284, "state_relation_loss": 0.00030302162631414833, "step": 8710, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.00547198774293065, "weighted_relation_loss": 0.00547198774293065 }, { "action_query_norm": 43.23750114440918, "action_relation_loss": 0.0050106881186366085, "auxiliary_loss_weight": 1.0, "epoch": 8.157156220767073, "flow_matching_loss": 0.04669430740177631, "grad_norm": 0.11997365951538086, "learning_rate": 8.498710467649213e-05, "loss": 0.052, "relation_loss": 0.00533675430342555, "selected_pairs": 26684.5, "state_query_norm": 44.068138122558594, "state_relation_loss": 0.0003260662517277524, "step": 8720, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.00533675430342555, "weighted_relation_loss": 0.00533675430342555 }, { "action_query_norm": 43.21562538146973, "action_relation_loss": 0.005278390552848578, "auxiliary_loss_weight": 1.0, "epoch": 8.166510757717493, "flow_matching_loss": 0.04682014286518097, "grad_norm": 0.11167114228010178, "learning_rate": 8.494770904546381e-05, "loss": 0.0524, "relation_loss": 0.0055931746028363705, "selected_pairs": 27179.5, "state_query_norm": 44.064187622070314, "state_relation_loss": 0.0003147840587189421, "step": 8730, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0055931746028363705, "weighted_relation_loss": 0.0055931746028363705 }, { "action_query_norm": 43.21525344848633, "action_relation_loss": 0.005099353985860944, "auxiliary_loss_weight": 1.0, "epoch": 8.175865294667913, "flow_matching_loss": 0.04633586257696152, "grad_norm": 0.11405301094055176, "learning_rate": 8.490827094967363e-05, "loss": 0.0518, "relation_loss": 0.005418563587591052, "selected_pairs": 26640.7, "state_query_norm": 44.06014137268066, "state_relation_loss": 0.0003192096104612574, "step": 8740, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.005418563587591052, "weighted_relation_loss": 0.005418563587591052 }, { "action_query_norm": 43.25154800415039, "action_relation_loss": 0.005154468142427504, "auxiliary_loss_weight": 1.0, "epoch": 8.185219831618335, "flow_matching_loss": 0.04597040191292763, "grad_norm": 0.11830084770917892, "learning_rate": 8.486879043704263e-05, "loss": 0.0514, "relation_loss": 0.005472940066829324, "selected_pairs": 26914.1, "state_query_norm": 44.067970275878906, "state_relation_loss": 0.0003184719302225858, "step": 8750, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.005472940066829324, "weighted_relation_loss": 0.005472940066829324 }, { "action_query_norm": 43.21731834411621, "action_relation_loss": 0.0050872181542217735, "auxiliary_loss_weight": 1.0, "epoch": 8.194574368568755, "flow_matching_loss": 0.04626720137894154, "grad_norm": 0.13105729222297668, "learning_rate": 8.482926755554332e-05, "loss": 0.0517, "relation_loss": 0.0053901846520602705, "selected_pairs": 26615.2, "state_query_norm": 44.06802978515625, "state_relation_loss": 0.0003029664367204532, "step": 8760, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0053901846520602705, "weighted_relation_loss": 0.0053901846520602705 }, { "action_query_norm": 43.19396133422852, "action_relation_loss": 0.005294197145849467, "auxiliary_loss_weight": 1.0, "epoch": 8.203928905519177, "flow_matching_loss": 0.04708000756800175, "grad_norm": 0.1356760859489441, "learning_rate": 8.478970235319975e-05, "loss": 0.0527, "relation_loss": 0.005594029603525996, "selected_pairs": 26764.3, "state_query_norm": 44.05846633911133, "state_relation_loss": 0.0002998324576765299, "step": 8770, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.005594029603525996, "weighted_relation_loss": 0.005594029603525996 }, { "action_query_norm": 43.239379501342775, "action_relation_loss": 0.005136481951922178, "auxiliary_loss_weight": 1.0, "epoch": 8.213283442469598, "flow_matching_loss": 0.04381522238254547, "grad_norm": 0.11310999095439911, "learning_rate": 8.475009487808737e-05, "loss": 0.0493, "relation_loss": 0.005450222501531243, "selected_pairs": 26619.6, "state_query_norm": 44.06527595520019, "state_relation_loss": 0.0003137405816232786, "step": 8780, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.005450222501531243, "weighted_relation_loss": 0.005450222501531243 }, { "action_query_norm": 43.22764663696289, "action_relation_loss": 0.005017907451838255, "auxiliary_loss_weight": 1.0, "epoch": 8.22263797942002, "flow_matching_loss": 0.04436940215528011, "grad_norm": 0.11981162428855896, "learning_rate": 8.471044517833298e-05, "loss": 0.0497, "relation_loss": 0.0053451125044375655, "selected_pairs": 27043.0, "state_query_norm": 44.06510238647461, "state_relation_loss": 0.0003272050991654396, "step": 8790, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0053451125044375655, "weighted_relation_loss": 0.0053451125044375655 }, { "action_query_norm": 43.21464462280274, "action_relation_loss": 0.005183472717180848, "auxiliary_loss_weight": 1.0, "epoch": 8.23199251637044, "flow_matching_loss": 0.04364344403147698, "grad_norm": 0.09926335513591766, "learning_rate": 8.467075330211474e-05, "loss": 0.0491, "relation_loss": 0.005504464684054256, "selected_pairs": 26878.7, "state_query_norm": 44.05738754272461, "state_relation_loss": 0.0003209919494111091, "step": 8800, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.005504464684054256, "weighted_relation_loss": 0.005504464684054256 }, { "action_query_norm": 43.2083984375, "action_relation_loss": 0.005086236400529742, "auxiliary_loss_weight": 1.0, "epoch": 8.24134705332086, "flow_matching_loss": 0.04540758654475212, "grad_norm": 0.1331862509250641, "learning_rate": 8.463101929766198e-05, "loss": 0.0508, "relation_loss": 0.005393364932388067, "selected_pairs": 27102.2, "state_query_norm": 44.055796432495114, "state_relation_loss": 0.0003071284969337285, "step": 8810, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.005393364932388067, "weighted_relation_loss": 0.005393364932388067 }, { "action_query_norm": 43.21920661926269, "action_relation_loss": 0.005120036331936717, "auxiliary_loss_weight": 1.0, "epoch": 8.250701590271282, "flow_matching_loss": 0.0464565210044384, "grad_norm": 0.11762115359306335, "learning_rate": 8.459124321325528e-05, "loss": 0.0519, "relation_loss": 0.0054593908600509165, "selected_pairs": 26433.8, "state_query_norm": 44.053897094726565, "state_relation_loss": 0.00033935451065190134, "step": 8820, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0054593908600509165, "weighted_relation_loss": 0.0054593908600509165 }, { "action_query_norm": 43.20773544311523, "action_relation_loss": 0.005227813590317964, "auxiliary_loss_weight": 1.0, "epoch": 8.260056127221702, "flow_matching_loss": 0.04687047190964222, "grad_norm": 0.10760888457298279, "learning_rate": 8.455142509722634e-05, "loss": 0.0524, "relation_loss": 0.005534298205748201, "selected_pairs": 26970.5, "state_query_norm": 44.055796432495114, "state_relation_loss": 0.0003064845892367885, "step": 8830, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.005534298205748201, "weighted_relation_loss": 0.005534298205748201 }, { "action_query_norm": 43.217960357666016, "action_relation_loss": 0.004984092200174928, "auxiliary_loss_weight": 1.0, "epoch": 8.269410664172124, "flow_matching_loss": 0.045401034876704216, "grad_norm": 0.17854483425617218, "learning_rate": 8.451156499795792e-05, "loss": 0.0507, "relation_loss": 0.005303400848060846, "selected_pairs": 26829.3, "state_query_norm": 44.05112838745117, "state_relation_loss": 0.00031930865370668473, "step": 8840, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.005303400848060846, "weighted_relation_loss": 0.005303400848060846 }, { "action_query_norm": 43.19009170532227, "action_relation_loss": 0.005301251541823149, "auxiliary_loss_weight": 1.0, "epoch": 8.278765201122544, "flow_matching_loss": 0.0460806917399168, "grad_norm": 0.12293041497468948, "learning_rate": 8.447166296388381e-05, "loss": 0.0517, "relation_loss": 0.005595350544899702, "selected_pairs": 26342.9, "state_query_norm": 44.05284042358399, "state_relation_loss": 0.0002940990147180855, "step": 8850, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.005595350544899702, "weighted_relation_loss": 0.005595350544899702 }, { "action_query_norm": 43.164886474609375, "action_relation_loss": 0.0054650697857141495, "auxiliary_loss_weight": 1.0, "epoch": 8.288119738072965, "flow_matching_loss": 0.047912179678678515, "grad_norm": 0.14825645089149475, "learning_rate": 8.443171904348872e-05, "loss": 0.0537, "relation_loss": 0.005775812128558755, "selected_pairs": 27356.5, "state_query_norm": 44.0450984954834, "state_relation_loss": 0.0003107423865003511, "step": 8860, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.005775812128558755, "weighted_relation_loss": 0.005775812128558755 }, { "action_query_norm": 43.20614128112793, "action_relation_loss": 0.005099262436851859, "auxiliary_loss_weight": 1.0, "epoch": 8.297474275023387, "flow_matching_loss": 0.04633716344833374, "grad_norm": 0.1339755803346634, "learning_rate": 8.43917332853083e-05, "loss": 0.0517, "relation_loss": 0.005402587680146098, "selected_pairs": 27200.2, "state_query_norm": 44.04477119445801, "state_relation_loss": 0.00030332516180351374, "step": 8870, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.005402587680146098, "weighted_relation_loss": 0.005402587680146098 }, { "action_query_norm": 43.20040321350098, "action_relation_loss": 0.005063460441306233, "auxiliary_loss_weight": 1.0, "epoch": 8.306828811973807, "flow_matching_loss": 0.043965579569339754, "grad_norm": 0.13809092342853546, "learning_rate": 8.435170573792901e-05, "loss": 0.0493, "relation_loss": 0.00538313090801239, "selected_pairs": 26805.0, "state_query_norm": 44.04411697387695, "state_relation_loss": 0.00031967049289960414, "step": 8880, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.00538313090801239, "weighted_relation_loss": 0.00538313090801239 }, { "action_query_norm": 43.17486991882324, "action_relation_loss": 0.005115572130307555, "auxiliary_loss_weight": 1.0, "epoch": 8.316183348924229, "flow_matching_loss": 0.04603819325566292, "grad_norm": 0.14114069938659668, "learning_rate": 8.431163644998808e-05, "loss": 0.0515, "relation_loss": 0.005447502341121435, "selected_pairs": 27124.4, "state_query_norm": 44.047926330566405, "state_relation_loss": 0.00033193031267728654, "step": 8890, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.005447502341121435, "weighted_relation_loss": 0.005447502341121435 }, { "action_query_norm": 43.19563026428223, "action_relation_loss": 0.005171372881159186, "auxiliary_loss_weight": 1.0, "epoch": 8.325537885874649, "flow_matching_loss": 0.04544043131172657, "grad_norm": 0.16032887995243073, "learning_rate": 8.42715254701735e-05, "loss": 0.0509, "relation_loss": 0.005488748196512461, "selected_pairs": 26869.0, "state_query_norm": 44.03320159912109, "state_relation_loss": 0.00031737537938170135, "step": 8900, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.005488748196512461, "weighted_relation_loss": 0.005488748196512461 }, { "action_query_norm": 43.1842643737793, "action_relation_loss": 0.005005862005054951, "auxiliary_loss_weight": 1.0, "epoch": 8.334892422825071, "flow_matching_loss": 0.04865771122276783, "grad_norm": 0.16380047798156738, "learning_rate": 8.42313728472239e-05, "loss": 0.054, "relation_loss": 0.005331090232357383, "selected_pairs": 27316.6, "state_query_norm": 44.03963203430176, "state_relation_loss": 0.00032522832334507256, "step": 8910, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.005331090232357383, "weighted_relation_loss": 0.005331090232357383 }, { "action_query_norm": 43.15929832458496, "action_relation_loss": 0.0051907694432884455, "auxiliary_loss_weight": 1.0, "epoch": 8.344246959775491, "flow_matching_loss": 0.04597634002566338, "grad_norm": 0.1730412244796753, "learning_rate": 8.419117862992844e-05, "loss": 0.0515, "relation_loss": 0.005509176384657621, "selected_pairs": 26898.3, "state_query_norm": 44.042798614501955, "state_relation_loss": 0.0003184069588314742, "step": 8920, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.005509176384657621, "weighted_relation_loss": 0.005509176384657621 }, { "action_query_norm": 43.18649559020996, "action_relation_loss": 0.005368362972512841, "auxiliary_loss_weight": 1.0, "epoch": 8.353601496725911, "flow_matching_loss": 0.045639445260167125, "grad_norm": 0.17897962033748627, "learning_rate": 8.415094286712694e-05, "loss": 0.0513, "relation_loss": 0.005698756314814091, "selected_pairs": 26485.4, "state_query_norm": 44.046573638916016, "state_relation_loss": 0.0003303933248389512, "step": 8930, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.005698756314814091, "weighted_relation_loss": 0.005698756314814091 }, { "action_query_norm": 43.196193313598634, "action_relation_loss": 0.005044457456097007, "auxiliary_loss_weight": 1.0, "epoch": 8.362956033676333, "flow_matching_loss": 0.0440243698656559, "grad_norm": 0.14193156361579895, "learning_rate": 8.411066560770965e-05, "loss": 0.0494, "relation_loss": 0.005395944882184267, "selected_pairs": 26767.9, "state_query_norm": 44.0377700805664, "state_relation_loss": 0.000351487408624962, "step": 8940, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.005395944882184267, "weighted_relation_loss": 0.005395944882184267 }, { "action_query_norm": 43.16396789550781, "action_relation_loss": 0.004841528041288257, "auxiliary_loss_weight": 1.0, "epoch": 8.372310570626754, "flow_matching_loss": 0.04449300281703472, "grad_norm": 0.1288224309682846, "learning_rate": 8.407034690061721e-05, "loss": 0.0497, "relation_loss": 0.005167336296290159, "selected_pairs": 26492.7, "state_query_norm": 44.03855400085449, "state_relation_loss": 0.00032580824627075343, "step": 8950, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.005167336296290159, "weighted_relation_loss": 0.005167336296290159 }, { "action_query_norm": 43.151252365112306, "action_relation_loss": 0.005344419414177537, "auxiliary_loss_weight": 1.0, "epoch": 8.381665107577176, "flow_matching_loss": 0.04454375244677067, "grad_norm": 0.091457799077034, "learning_rate": 8.402998679484067e-05, "loss": 0.0502, "relation_loss": 0.005663305893540383, "selected_pairs": 27612.4, "state_query_norm": 44.036072158813475, "state_relation_loss": 0.0003188865113770589, "step": 8960, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.005663305893540383, "weighted_relation_loss": 0.005663305893540383 }, { "action_query_norm": 43.143974685668944, "action_relation_loss": 0.00496071120724082, "auxiliary_loss_weight": 1.0, "epoch": 8.391019644527596, "flow_matching_loss": 0.04348017498850822, "grad_norm": 0.12917186319828033, "learning_rate": 8.398958533942135e-05, "loss": 0.0488, "relation_loss": 0.0052736957091838125, "selected_pairs": 26857.1, "state_query_norm": 44.041838836669925, "state_relation_loss": 0.0003129845135845244, "step": 8970, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0052736957091838125, "weighted_relation_loss": 0.0052736957091838125 }, { "action_query_norm": 43.13588752746582, "action_relation_loss": 0.004980239272117615, "auxiliary_loss_weight": 1.0, "epoch": 8.400374181478018, "flow_matching_loss": 0.04348979741334915, "grad_norm": 0.12793681025505066, "learning_rate": 8.394914258345083e-05, "loss": 0.0488, "relation_loss": 0.005291888583451509, "selected_pairs": 26212.4, "state_query_norm": 44.04083404541016, "state_relation_loss": 0.0003116492822300643, "step": 8980, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.005291888583451509, "weighted_relation_loss": 0.005291888583451509 }, { "action_query_norm": 43.16169052124023, "action_relation_loss": 0.005193193117156625, "auxiliary_loss_weight": 1.0, "epoch": 8.409728718428438, "flow_matching_loss": 0.04584285281598568, "grad_norm": 0.10956867039203644, "learning_rate": 8.390865857607089e-05, "loss": 0.0513, "relation_loss": 0.005496887909248471, "selected_pairs": 26691.9, "state_query_norm": 44.03979377746582, "state_relation_loss": 0.00030369477171916516, "step": 8990, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.005496887909248471, "weighted_relation_loss": 0.005496887909248471 }, { "action_query_norm": 43.14594421386719, "action_relation_loss": 0.00523554072715342, "auxiliary_loss_weight": 1.0, "epoch": 8.419083255378858, "flow_matching_loss": 0.04805075414478779, "grad_norm": 0.1186748668551445, "learning_rate": 8.386813336647339e-05, "loss": 0.0536, "relation_loss": 0.0055484742857515815, "selected_pairs": 26603.5, "state_query_norm": 44.031084060668945, "state_relation_loss": 0.0003129335585981607, "step": 9000, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0055484742857515815, "weighted_relation_loss": 0.0055484742857515815 }, { "action_query_norm": 43.14426383972168, "action_relation_loss": 0.005233167763799429, "auxiliary_loss_weight": 1.0, "epoch": 8.42843779232928, "flow_matching_loss": 0.04556596539914608, "grad_norm": 0.12791487574577332, "learning_rate": 8.38275670039003e-05, "loss": 0.0511, "relation_loss": 0.0055317634250968695, "selected_pairs": 26645.4, "state_query_norm": 44.03639602661133, "state_relation_loss": 0.00029859565838705746, "step": 9010, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0055317634250968695, "weighted_relation_loss": 0.0055317634250968695 }, { "action_query_norm": 43.15347175598144, "action_relation_loss": 0.0050461394246667625, "auxiliary_loss_weight": 1.0, "epoch": 8.4377923292797, "flow_matching_loss": 0.044663918763399126, "grad_norm": 0.13180790841579437, "learning_rate": 8.378695953764356e-05, "loss": 0.05, "relation_loss": 0.005344007862731814, "selected_pairs": 26778.5, "state_query_norm": 44.02792892456055, "state_relation_loss": 0.0002978685399284586, "step": 9020, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.005344007862731814, "weighted_relation_loss": 0.005344007862731814 }, { "action_query_norm": 43.15244331359863, "action_relation_loss": 0.005501069966703654, "auxiliary_loss_weight": 1.0, "epoch": 8.447146866230122, "flow_matching_loss": 0.04449840635061264, "grad_norm": 0.14828446507453918, "learning_rate": 8.374631101704509e-05, "loss": 0.0503, "relation_loss": 0.005830807005986571, "selected_pairs": 26071.9, "state_query_norm": 44.02259559631348, "state_relation_loss": 0.00032973699271678927, "step": 9030, "valid_action_samples": 228.8, "weighted_auxiliary_loss": 0.005830807005986571, "weighted_relation_loss": 0.005830807005986571 }, { "action_query_norm": 43.128532028198244, "action_relation_loss": 0.005351653415709734, "auxiliary_loss_weight": 1.0, "epoch": 8.456501403180543, "flow_matching_loss": 0.04447641745209694, "grad_norm": 0.1741601675748825, "learning_rate": 8.370562149149665e-05, "loss": 0.0502, "relation_loss": 0.00567577457986772, "selected_pairs": 26664.1, "state_query_norm": 44.02373428344727, "state_relation_loss": 0.0003241211932618171, "step": 9040, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.00567577457986772, "weighted_relation_loss": 0.00567577457986772 }, { "action_query_norm": 43.11932907104492, "action_relation_loss": 0.005135882971808314, "auxiliary_loss_weight": 1.0, "epoch": 8.465855940130963, "flow_matching_loss": 0.0441493634134531, "grad_norm": 0.1816817820072174, "learning_rate": 8.366489101043989e-05, "loss": 0.0496, "relation_loss": 0.005437664408236742, "selected_pairs": 26919.4, "state_query_norm": 44.02636871337891, "state_relation_loss": 0.00030178141314536334, "step": 9050, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.005437664408236742, "weighted_relation_loss": 0.005437664408236742 }, { "action_query_norm": 43.147253799438474, "action_relation_loss": 0.004990569408982992, "auxiliary_loss_weight": 1.0, "epoch": 8.475210477081385, "flow_matching_loss": 0.043797390162944795, "grad_norm": 0.13303478062152863, "learning_rate": 8.362411962336614e-05, "loss": 0.0491, "relation_loss": 0.005291010485962033, "selected_pairs": 26577.9, "state_query_norm": 44.02032661437988, "state_relation_loss": 0.0003004411468282342, "step": 9060, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.005291010485962033, "weighted_relation_loss": 0.005291010485962033 }, { "action_query_norm": 43.09594383239746, "action_relation_loss": 0.00532454471103847, "auxiliary_loss_weight": 1.0, "epoch": 8.484565014031805, "flow_matching_loss": 0.048794709518551825, "grad_norm": 0.15970204770565033, "learning_rate": 8.358330737981651e-05, "loss": 0.0544, "relation_loss": 0.005611108988523484, "selected_pairs": 26577.8, "state_query_norm": 44.016563415527344, "state_relation_loss": 0.0002865643531549722, "step": 9070, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.005611108988523484, "weighted_relation_loss": 0.005611108988523484 }, { "action_query_norm": 43.10431594848633, "action_relation_loss": 0.0049984019715338945, "auxiliary_loss_weight": 1.0, "epoch": 8.493919550982227, "flow_matching_loss": 0.048008454591035844, "grad_norm": 0.11834815889596939, "learning_rate": 8.35424543293817e-05, "loss": 0.0533, "relation_loss": 0.0052909843623638155, "selected_pairs": 27126.9, "state_query_norm": 44.014582824707034, "state_relation_loss": 0.0002925823122495785, "step": 9080, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0052909843623638155, "weighted_relation_loss": 0.0052909843623638155 }, { "action_query_norm": 43.12400512695312, "action_relation_loss": 0.004963069781661033, "auxiliary_loss_weight": 1.0, "epoch": 8.503274087932647, "flow_matching_loss": 0.04549392014741897, "grad_norm": 0.1793319582939148, "learning_rate": 8.350156052170206e-05, "loss": 0.0508, "relation_loss": 0.005279894080013036, "selected_pairs": 26829.3, "state_query_norm": 44.013369750976565, "state_relation_loss": 0.0003168243332765996, "step": 9090, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.005279894080013036, "weighted_relation_loss": 0.005279894080013036 }, { "action_query_norm": 43.12558822631836, "action_relation_loss": 0.005371610354632139, "auxiliary_loss_weight": 1.0, "epoch": 8.512628624883067, "flow_matching_loss": 0.04649207517504692, "grad_norm": 0.1412477195262909, "learning_rate": 8.346062600646738e-05, "loss": 0.0522, "relation_loss": 0.005692934151738882, "selected_pairs": 27296.8, "state_query_norm": 44.010184860229494, "state_relation_loss": 0.0003213238378521055, "step": 9100, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.005692934151738882, "weighted_relation_loss": 0.005692934151738882 }, { "action_query_norm": 43.12104034423828, "action_relation_loss": 0.005064993910491466, "auxiliary_loss_weight": 1.0, "epoch": 8.52198316183349, "flow_matching_loss": 0.049724673852324486, "grad_norm": 0.15579761564731598, "learning_rate": 8.341965083341697e-05, "loss": 0.0551, "relation_loss": 0.005389686953276396, "selected_pairs": 26893.0, "state_query_norm": 44.01201133728027, "state_relation_loss": 0.0003246930806199089, "step": 9110, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.005389686953276396, "weighted_relation_loss": 0.005389686953276396 }, { "action_query_norm": 43.11345176696777, "action_relation_loss": 0.004970647906884551, "auxiliary_loss_weight": 1.0, "epoch": 8.53133769878391, "flow_matching_loss": 0.04383740723133087, "grad_norm": 0.11463232338428497, "learning_rate": 8.337863505233953e-05, "loss": 0.0491, "relation_loss": 0.005286638671532273, "selected_pairs": 26481.3, "state_query_norm": 44.00727310180664, "state_relation_loss": 0.000315990750095807, "step": 9120, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.005286638671532273, "weighted_relation_loss": 0.005286638671532273 }, { "action_query_norm": 43.135429763793944, "action_relation_loss": 0.005022984556853771, "auxiliary_loss_weight": 1.0, "epoch": 8.540692235734332, "flow_matching_loss": 0.04378755949437618, "grad_norm": 0.11602769792079926, "learning_rate": 8.33375787130731e-05, "loss": 0.0491, "relation_loss": 0.005349212372675538, "selected_pairs": 26686.3, "state_query_norm": 44.01239280700683, "state_relation_loss": 0.0003262277517933398, "step": 9130, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.005349212372675538, "weighted_relation_loss": 0.005349212372675538 }, { "action_query_norm": 43.15616569519043, "action_relation_loss": 0.004987041186541319, "auxiliary_loss_weight": 1.0, "epoch": 8.550046772684752, "flow_matching_loss": 0.046131661534309386, "grad_norm": 0.13194240629673004, "learning_rate": 8.3296481865505e-05, "loss": 0.0514, "relation_loss": 0.005296760471537709, "selected_pairs": 26624.9, "state_query_norm": 44.00533180236816, "state_relation_loss": 0.00030971923260949554, "step": 9140, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.005296760471537709, "weighted_relation_loss": 0.005296760471537709 }, { "action_query_norm": 43.14071044921875, "action_relation_loss": 0.004761851392686367, "auxiliary_loss_weight": 1.0, "epoch": 8.559401309635174, "flow_matching_loss": 0.04342733323574066, "grad_norm": 0.12803708016872406, "learning_rate": 8.325534455957181e-05, "loss": 0.0485, "relation_loss": 0.005073163704946637, "selected_pairs": 27106.1, "state_query_norm": 44.00399475097656, "state_relation_loss": 0.00031131234136410056, "step": 9150, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.005073163704946637, "weighted_relation_loss": 0.005073163704946637 }, { "action_query_norm": 43.13405838012695, "action_relation_loss": 0.004856486106291413, "auxiliary_loss_weight": 1.0, "epoch": 8.568755846585594, "flow_matching_loss": 0.04344975985586643, "grad_norm": 0.17473767697811127, "learning_rate": 8.321416684525917e-05, "loss": 0.0486, "relation_loss": 0.005157025530934334, "selected_pairs": 27087.5, "state_query_norm": 43.9972526550293, "state_relation_loss": 0.0003005393809871748, "step": 9160, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.005157025530934334, "weighted_relation_loss": 0.005157025530934334 }, { "action_query_norm": 43.13232421875, "action_relation_loss": 0.0048268782440572975, "auxiliary_loss_weight": 1.0, "epoch": 8.578110383536014, "flow_matching_loss": 0.04706941582262516, "grad_norm": 0.20019349455833435, "learning_rate": 8.317294877260193e-05, "loss": 0.0522, "relation_loss": 0.005141147226095199, "selected_pairs": 27199.0, "state_query_norm": 44.00111465454101, "state_relation_loss": 0.0003142689703963697, "step": 9170, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.005141147226095199, "weighted_relation_loss": 0.005141147226095199 }, { "action_query_norm": 43.142219924926756, "action_relation_loss": 0.004921241756528616, "auxiliary_loss_weight": 1.0, "epoch": 8.587464920486436, "flow_matching_loss": 0.042644485086202624, "grad_norm": 0.1379099041223526, "learning_rate": 8.313169039168394e-05, "loss": 0.0479, "relation_loss": 0.005229341145604849, "selected_pairs": 27482.4, "state_query_norm": 44.00117073059082, "state_relation_loss": 0.0003080994065385312, "step": 9180, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.005229341145604849, "weighted_relation_loss": 0.005229341145604849 }, { "action_query_norm": 43.126190185546875, "action_relation_loss": 0.0048228813335299495, "auxiliary_loss_weight": 1.0, "epoch": 8.596819457436856, "flow_matching_loss": 0.04645279720425606, "grad_norm": 0.15111514925956726, "learning_rate": 8.3090391752638e-05, "loss": 0.0516, "relation_loss": 0.005127568496391177, "selected_pairs": 26741.5, "state_query_norm": 43.992984008789065, "state_relation_loss": 0.00030468710465356705, "step": 9190, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.005127568496391177, "weighted_relation_loss": 0.005127568496391177 }, { "action_query_norm": 43.11558837890625, "action_relation_loss": 0.004875652678310871, "auxiliary_loss_weight": 1.0, "epoch": 8.606173994387278, "flow_matching_loss": 0.043102262541651726, "grad_norm": 0.16812902688980103, "learning_rate": 8.304905290564586e-05, "loss": 0.0483, "relation_loss": 0.005197589471936226, "selected_pairs": 27266.2, "state_query_norm": 43.990953063964845, "state_relation_loss": 0.0003219368198188022, "step": 9200, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.005197589471936226, "weighted_relation_loss": 0.005197589471936226 }, { "action_query_norm": 43.113085174560545, "action_relation_loss": 0.004926435835659504, "auxiliary_loss_weight": 1.0, "epoch": 8.615528531337699, "flow_matching_loss": 0.04278726987540722, "grad_norm": 0.22250047326087952, "learning_rate": 8.300767390093813e-05, "loss": 0.048, "relation_loss": 0.005212605325505137, "selected_pairs": 27952.5, "state_query_norm": 43.99501457214355, "state_relation_loss": 0.00028616950585274025, "step": 9210, "valid_action_samples": 236.9, "weighted_auxiliary_loss": 0.005212605325505137, "weighted_relation_loss": 0.005212605325505137 }, { "action_query_norm": 43.10600204467774, "action_relation_loss": 0.004873039713129401, "auxiliary_loss_weight": 1.0, "epoch": 8.62488306828812, "flow_matching_loss": 0.04367922581732273, "grad_norm": 0.17356178164482117, "learning_rate": 8.296625478879417e-05, "loss": 0.0488, "relation_loss": 0.00515715079382062, "selected_pairs": 26711.9, "state_query_norm": 43.9880126953125, "state_relation_loss": 0.00028411107487045226, "step": 9220, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.00515715079382062, "weighted_relation_loss": 0.00515715079382062 }, { "action_query_norm": 43.13269691467285, "action_relation_loss": 0.0051347331143915655, "auxiliary_loss_weight": 1.0, "epoch": 8.63423760523854, "flow_matching_loss": 0.04439784586429596, "grad_norm": 0.14266736805438995, "learning_rate": 8.292479561954214e-05, "loss": 0.0498, "relation_loss": 0.005432360712438822, "selected_pairs": 27202.2, "state_query_norm": 43.99099235534668, "state_relation_loss": 0.00029762757767457513, "step": 9230, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.005432360712438822, "weighted_relation_loss": 0.005432360712438822 }, { "action_query_norm": 43.11391677856445, "action_relation_loss": 0.00484047643840313, "auxiliary_loss_weight": 1.0, "epoch": 8.643592142188961, "flow_matching_loss": 0.0441760566085577, "grad_norm": 0.10519833117723465, "learning_rate": 8.288329644355883e-05, "loss": 0.0493, "relation_loss": 0.005141444178298116, "selected_pairs": 26848.0, "state_query_norm": 43.98957557678223, "state_relation_loss": 0.0003009676089277491, "step": 9240, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.005141444178298116, "weighted_relation_loss": 0.005141444178298116 }, { "action_query_norm": 43.1237434387207, "action_relation_loss": 0.0047794448677450415, "auxiliary_loss_weight": 1.0, "epoch": 8.652946679139383, "flow_matching_loss": 0.044907935336232184, "grad_norm": 0.1162748783826828, "learning_rate": 8.284175731126965e-05, "loss": 0.05, "relation_loss": 0.005087054194882512, "selected_pairs": 27155.9, "state_query_norm": 43.982242584228516, "state_relation_loss": 0.0003076093882555142, "step": 9250, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.005087054194882512, "weighted_relation_loss": 0.005087054194882512 }, { "action_query_norm": 43.10916709899902, "action_relation_loss": 0.00481202439405024, "auxiliary_loss_weight": 1.0, "epoch": 8.662301216089803, "flow_matching_loss": 0.04430035874247551, "grad_norm": 0.14471836388111115, "learning_rate": 8.280017827314854e-05, "loss": 0.0494, "relation_loss": 0.0051048495806753635, "selected_pairs": 26880.4, "state_query_norm": 43.983652114868164, "state_relation_loss": 0.0002928252040874213, "step": 9260, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0051048495806753635, "weighted_relation_loss": 0.0051048495806753635 }, { "action_query_norm": 43.11765060424805, "action_relation_loss": 0.004725975962355733, "auxiliary_loss_weight": 1.0, "epoch": 8.671655753040225, "flow_matching_loss": 0.04732888787984848, "grad_norm": 0.15534333884716034, "learning_rate": 8.2758559379718e-05, "loss": 0.0523, "relation_loss": 0.005008913204073906, "selected_pairs": 26986.5, "state_query_norm": 43.98317451477051, "state_relation_loss": 0.0002829372970154509, "step": 9270, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.005008913204073906, "weighted_relation_loss": 0.005008913204073906 }, { "action_query_norm": 43.099124908447266, "action_relation_loss": 0.005005443841218949, "auxiliary_loss_weight": 1.0, "epoch": 8.681010289990645, "flow_matching_loss": 0.04602639079093933, "grad_norm": 0.12768115103244781, "learning_rate": 8.271690068154887e-05, "loss": 0.0513, "relation_loss": 0.005294672260060906, "selected_pairs": 26872.2, "state_query_norm": 43.984528350830075, "state_relation_loss": 0.00028922836063429715, "step": 9280, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.005294672260060906, "weighted_relation_loss": 0.005294672260060906 }, { "action_query_norm": 43.07581825256348, "action_relation_loss": 0.005018869554623962, "auxiliary_loss_weight": 1.0, "epoch": 8.690364826941066, "flow_matching_loss": 0.04508408270776272, "grad_norm": 0.19075040519237518, "learning_rate": 8.26752022292604e-05, "loss": 0.0504, "relation_loss": 0.005315048899501562, "selected_pairs": 27291.2, "state_query_norm": 43.9798080444336, "state_relation_loss": 0.0002961793070426211, "step": 9290, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.005315048899501562, "weighted_relation_loss": 0.005315048899501562 }, { "action_query_norm": 43.09407539367676, "action_relation_loss": 0.005076065380126238, "auxiliary_loss_weight": 1.0, "epoch": 8.699719363891488, "flow_matching_loss": 0.04442860074341297, "grad_norm": 0.1279761642217636, "learning_rate": 8.263346407352018e-05, "loss": 0.0498, "relation_loss": 0.005377977713942527, "selected_pairs": 26551.2, "state_query_norm": 43.97418022155762, "state_relation_loss": 0.0003019124109414406, "step": 9300, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.005377977713942527, "weighted_relation_loss": 0.005377977713942527 }, { "action_query_norm": 43.108877944946286, "action_relation_loss": 0.005228499136865139, "auxiliary_loss_weight": 1.0, "epoch": 8.709073900841908, "flow_matching_loss": 0.0467925101518631, "grad_norm": 0.1338217407464981, "learning_rate": 8.259168626504395e-05, "loss": 0.0523, "relation_loss": 0.005517008109018206, "selected_pairs": 27293.3, "state_query_norm": 43.98537483215332, "state_relation_loss": 0.0002885089605115354, "step": 9310, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.005517008109018206, "weighted_relation_loss": 0.005517008109018206 }, { "action_query_norm": 43.10457992553711, "action_relation_loss": 0.0047630007378757, "auxiliary_loss_weight": 1.0, "epoch": 8.71842843779233, "flow_matching_loss": 0.04492508806288242, "grad_norm": 0.10996563732624054, "learning_rate": 8.254986885459572e-05, "loss": 0.05, "relation_loss": 0.005057297134771943, "selected_pairs": 26667.1, "state_query_norm": 43.98046035766602, "state_relation_loss": 0.0002942963968962431, "step": 9320, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.005057297134771943, "weighted_relation_loss": 0.005057297134771943 }, { "action_query_norm": 43.073639678955075, "action_relation_loss": 0.004763386026024818, "auxiliary_loss_weight": 1.0, "epoch": 8.72778297474275, "flow_matching_loss": 0.04546650946140289, "grad_norm": 0.11660440266132355, "learning_rate": 8.250801189298757e-05, "loss": 0.0505, "relation_loss": 0.005077844392508269, "selected_pairs": 26792.7, "state_query_norm": 43.968240356445314, "state_relation_loss": 0.00031445839558728037, "step": 9330, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.005077844392508269, "weighted_relation_loss": 0.005077844392508269 }, { "action_query_norm": 43.06318321228027, "action_relation_loss": 0.004912282573059201, "auxiliary_loss_weight": 1.0, "epoch": 8.737137511693172, "flow_matching_loss": 0.04413933046162129, "grad_norm": 0.1509198695421219, "learning_rate": 8.246611543107967e-05, "loss": 0.0494, "relation_loss": 0.005240510497242212, "selected_pairs": 26315.6, "state_query_norm": 43.9737850189209, "state_relation_loss": 0.00032822789216879755, "step": 9340, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.005240510497242212, "weighted_relation_loss": 0.005240510497242212 }, { "action_query_norm": 43.05999488830567, "action_relation_loss": 0.005008561071008444, "auxiliary_loss_weight": 1.0, "epoch": 8.746492048643592, "flow_matching_loss": 0.044563844427466394, "grad_norm": 0.14304645359516144, "learning_rate": 8.242417951978018e-05, "loss": 0.0499, "relation_loss": 0.005311698699370026, "selected_pairs": 26851.8, "state_query_norm": 43.97073936462402, "state_relation_loss": 0.0003031375992577523, "step": 9350, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.005311698699370026, "weighted_relation_loss": 0.005311698699370026 }, { "action_query_norm": 43.078104400634764, "action_relation_loss": 0.004810494882985949, "auxiliary_loss_weight": 1.0, "epoch": 8.755846585594012, "flow_matching_loss": 0.04506068676710129, "grad_norm": 0.134433314204216, "learning_rate": 8.238220421004517e-05, "loss": 0.0502, "relation_loss": 0.005124754691496492, "selected_pairs": 26414.5, "state_query_norm": 43.961225509643555, "state_relation_loss": 0.0003142598347039893, "step": 9360, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.005124754691496492, "weighted_relation_loss": 0.005124754691496492 }, { "action_query_norm": 43.077264404296876, "action_relation_loss": 0.004890680825337767, "auxiliary_loss_weight": 1.0, "epoch": 8.765201122544434, "flow_matching_loss": 0.046203787997365, "grad_norm": 0.13749633729457855, "learning_rate": 8.234018955287859e-05, "loss": 0.0514, "relation_loss": 0.005212346790358424, "selected_pairs": 27082.6, "state_query_norm": 43.963748931884766, "state_relation_loss": 0.00032166595628950744, "step": 9370, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.005212346790358424, "weighted_relation_loss": 0.005212346790358424 }, { "action_query_norm": 43.07114028930664, "action_relation_loss": 0.00486113247461617, "auxiliary_loss_weight": 1.0, "epoch": 8.774555659494855, "flow_matching_loss": 0.044611381366848946, "grad_norm": 0.15504594147205353, "learning_rate": 8.229813559933224e-05, "loss": 0.0498, "relation_loss": 0.00518394117243588, "selected_pairs": 27225.4, "state_query_norm": 43.95924949645996, "state_relation_loss": 0.00032280868908856063, "step": 9380, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.00518394117243588, "weighted_relation_loss": 0.00518394117243588 }, { "action_query_norm": 43.07227554321289, "action_relation_loss": 0.004716491559520364, "auxiliary_loss_weight": 1.0, "epoch": 8.783910196445277, "flow_matching_loss": 0.04855128191411495, "grad_norm": 0.17607539892196655, "learning_rate": 8.22560424005056e-05, "loss": 0.0536, "relation_loss": 0.0050228070467710495, "selected_pairs": 26422.0, "state_query_norm": 43.96553344726563, "state_relation_loss": 0.00030631544359494, "step": 9390, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0050228070467710495, "weighted_relation_loss": 0.0050228070467710495 }, { "action_query_norm": 43.07264633178711, "action_relation_loss": 0.005253935046494007, "auxiliary_loss_weight": 1.0, "epoch": 8.793264733395697, "flow_matching_loss": 0.04323320649564266, "grad_norm": 0.1541174203157425, "learning_rate": 8.22139100075459e-05, "loss": 0.0488, "relation_loss": 0.005572812538594008, "selected_pairs": 27243.0, "state_query_norm": 43.9654655456543, "state_relation_loss": 0.00031887752702459694, "step": 9400, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.005572812538594008, "weighted_relation_loss": 0.005572812538594008 }, { "action_query_norm": 43.073215866088866, "action_relation_loss": 0.004759753169491887, "auxiliary_loss_weight": 1.0, "epoch": 8.802619270346117, "flow_matching_loss": 0.04616542123258114, "grad_norm": 0.14836761355400085, "learning_rate": 8.217173847164799e-05, "loss": 0.0512, "relation_loss": 0.005061005474999547, "selected_pairs": 26548.0, "state_query_norm": 43.96200065612793, "state_relation_loss": 0.000301252311328426, "step": 9410, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.005061005474999547, "weighted_relation_loss": 0.005061005474999547 }, { "action_query_norm": 43.062617492675784, "action_relation_loss": 0.00471025281585753, "auxiliary_loss_weight": 1.0, "epoch": 8.811973807296539, "flow_matching_loss": 0.04377520903944969, "grad_norm": 0.11882156878709793, "learning_rate": 8.212952784405422e-05, "loss": 0.0488, "relation_loss": 0.005025090137496591, "selected_pairs": 26180.6, "state_query_norm": 43.96050796508789, "state_relation_loss": 0.00031483735365327447, "step": 9420, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.005025090137496591, "weighted_relation_loss": 0.005025090137496591 }, { "action_query_norm": 43.050424575805664, "action_relation_loss": 0.00501984735019505, "auxiliary_loss_weight": 1.0, "epoch": 8.82132834424696, "flow_matching_loss": 0.04414389617741108, "grad_norm": 0.13373228907585144, "learning_rate": 8.208727817605451e-05, "loss": 0.0495, "relation_loss": 0.005330607667565346, "selected_pairs": 26478.8, "state_query_norm": 43.9655574798584, "state_relation_loss": 0.0003107604454271495, "step": 9430, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.005330607667565346, "weighted_relation_loss": 0.005330607667565346 }, { "action_query_norm": 43.052011489868164, "action_relation_loss": 0.004567633615806699, "auxiliary_loss_weight": 1.0, "epoch": 8.830682881197381, "flow_matching_loss": 0.04490711614489555, "grad_norm": 0.12235713005065918, "learning_rate": 8.204498951898618e-05, "loss": 0.0498, "relation_loss": 0.004889118950814009, "selected_pairs": 26415.1, "state_query_norm": 43.95136070251465, "state_relation_loss": 0.00032148528553079816, "step": 9440, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.004889118950814009, "weighted_relation_loss": 0.004889118950814009 }, { "action_query_norm": 43.06283721923828, "action_relation_loss": 0.0049927349667996165, "auxiliary_loss_weight": 1.0, "epoch": 8.840037418147801, "flow_matching_loss": 0.044830378517508505, "grad_norm": 0.11691263318061829, "learning_rate": 8.200266192423395e-05, "loss": 0.0501, "relation_loss": 0.005308585148304701, "selected_pairs": 26411.2, "state_query_norm": 43.95293846130371, "state_relation_loss": 0.0003158502251608297, "step": 9450, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.005308585148304701, "weighted_relation_loss": 0.005308585148304701 }, { "action_query_norm": 43.06407241821289, "action_relation_loss": 0.004802700690925121, "auxiliary_loss_weight": 1.0, "epoch": 8.849391955098223, "flow_matching_loss": 0.04513336345553398, "grad_norm": 0.1363372802734375, "learning_rate": 8.196029544322981e-05, "loss": 0.0502, "relation_loss": 0.005105103505775333, "selected_pairs": 27088.9, "state_query_norm": 43.95101432800293, "state_relation_loss": 0.0003024028759682551, "step": 9460, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.005105103505775333, "weighted_relation_loss": 0.005105103505775333 }, { "action_query_norm": 43.054264068603516, "action_relation_loss": 0.004975810274481773, "auxiliary_loss_weight": 1.0, "epoch": 8.858746492048644, "flow_matching_loss": 0.04575463384389877, "grad_norm": 0.13657401502132416, "learning_rate": 8.191789012745305e-05, "loss": 0.051, "relation_loss": 0.005270827282220125, "selected_pairs": 27009.4, "state_query_norm": 43.95051651000976, "state_relation_loss": 0.00029501701646950096, "step": 9470, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.005270827282220125, "weighted_relation_loss": 0.005270827282220125 }, { "action_query_norm": 43.04610023498535, "action_relation_loss": 0.004893549485132098, "auxiliary_loss_weight": 1.0, "epoch": 8.868101028999064, "flow_matching_loss": 0.04409634917974472, "grad_norm": 0.1262483149766922, "learning_rate": 8.187544602843014e-05, "loss": 0.0493, "relation_loss": 0.005201801611110568, "selected_pairs": 27410.5, "state_query_norm": 43.94687919616699, "state_relation_loss": 0.00030825213179923593, "step": 9480, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.005201801611110568, "weighted_relation_loss": 0.005201801611110568 }, { "action_query_norm": 43.039694213867186, "action_relation_loss": 0.004811166832223534, "auxiliary_loss_weight": 1.0, "epoch": 8.877455565949486, "flow_matching_loss": 0.045385951176285744, "grad_norm": 0.15472622215747833, "learning_rate": 8.183296319773466e-05, "loss": 0.0505, "relation_loss": 0.005120034050196409, "selected_pairs": 26856.2, "state_query_norm": 43.93949203491211, "state_relation_loss": 0.0003088671859586611, "step": 9490, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.005120034050196409, "weighted_relation_loss": 0.005120034050196409 }, { "action_query_norm": 43.038639831542966, "action_relation_loss": 0.004638693248853088, "auxiliary_loss_weight": 1.0, "epoch": 8.886810102899906, "flow_matching_loss": 0.043238714709877966, "grad_norm": 0.1517510861158371, "learning_rate": 8.179044168698721e-05, "loss": 0.0482, "relation_loss": 0.004933308297768235, "selected_pairs": 27456.7, "state_query_norm": 43.938298034667966, "state_relation_loss": 0.0002946150052594021, "step": 9500, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.004933308297768235, "weighted_relation_loss": 0.004933308297768235 }, { "action_query_norm": 43.024953079223636, "action_relation_loss": 0.004868335649371147, "auxiliary_loss_weight": 1.0, "epoch": 8.896164639850328, "flow_matching_loss": 0.04084088280797005, "grad_norm": 0.15656669437885284, "learning_rate": 8.174788154785548e-05, "loss": 0.046, "relation_loss": 0.00517624020576477, "selected_pairs": 26688.8, "state_query_norm": 43.944847869873044, "state_relation_loss": 0.0003079045738559216, "step": 9510, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.00517624020576477, "weighted_relation_loss": 0.00517624020576477 }, { "action_query_norm": 43.0299690246582, "action_relation_loss": 0.004711396340280771, "auxiliary_loss_weight": 1.0, "epoch": 8.905519176800748, "flow_matching_loss": 0.04271137788891792, "grad_norm": 0.1219518631696701, "learning_rate": 8.170528283205403e-05, "loss": 0.0477, "relation_loss": 0.004994767950847745, "selected_pairs": 26759.9, "state_query_norm": 43.947933959960935, "state_relation_loss": 0.00028337159019429234, "step": 9520, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.004994767950847745, "weighted_relation_loss": 0.004994767950847745 }, { "action_query_norm": 43.03015899658203, "action_relation_loss": 0.004816030710935592, "auxiliary_loss_weight": 1.0, "epoch": 8.91487371375117, "flow_matching_loss": 0.0444343876093626, "grad_norm": 0.15145745873451233, "learning_rate": 8.166264559134435e-05, "loss": 0.0495, "relation_loss": 0.005105334892868995, "selected_pairs": 26708.5, "state_query_norm": 43.943620681762695, "state_relation_loss": 0.00028930417320225386, "step": 9530, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.005105334892868995, "weighted_relation_loss": 0.005105334892868995 }, { "action_query_norm": 43.022718048095705, "action_relation_loss": 0.00459470390342176, "auxiliary_loss_weight": 1.0, "epoch": 8.92422825070159, "flow_matching_loss": 0.04296342208981514, "grad_norm": 0.13135862350463867, "learning_rate": 8.161996987753467e-05, "loss": 0.0479, "relation_loss": 0.004888777295127511, "selected_pairs": 26968.2, "state_query_norm": 43.94250831604004, "state_relation_loss": 0.0002940734411822632, "step": 9540, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.004888777295127511, "weighted_relation_loss": 0.004888777295127511 }, { "action_query_norm": 43.003628158569335, "action_relation_loss": 0.005059671681374311, "auxiliary_loss_weight": 1.0, "epoch": 8.93358278765201, "flow_matching_loss": 0.04475867971777916, "grad_norm": 0.1176440566778183, "learning_rate": 8.157725574248e-05, "loss": 0.0501, "relation_loss": 0.005348570458590984, "selected_pairs": 26371.3, "state_query_norm": 43.93775825500488, "state_relation_loss": 0.00028889884997624905, "step": 9550, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.005348570458590984, "weighted_relation_loss": 0.005348570458590984 }, { "action_query_norm": 43.005818939208986, "action_relation_loss": 0.004767106939107179, "auxiliary_loss_weight": 1.0, "epoch": 8.942937324602433, "flow_matching_loss": 0.04380059503018856, "grad_norm": 0.15902842581272125, "learning_rate": 8.153450323808209e-05, "loss": 0.0488, "relation_loss": 0.005043411953374743, "selected_pairs": 26551.3, "state_query_norm": 43.935638427734375, "state_relation_loss": 0.00027630494732875375, "step": 9560, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.005043411953374743, "weighted_relation_loss": 0.005043411953374743 }, { "action_query_norm": 42.99824104309082, "action_relation_loss": 0.004720151424407959, "auxiliary_loss_weight": 1.0, "epoch": 8.952291861552853, "flow_matching_loss": 0.04153163023293018, "grad_norm": 0.14778825640678406, "learning_rate": 8.149171241628923e-05, "loss": 0.0466, "relation_loss": 0.005023396899923682, "selected_pairs": 26832.9, "state_query_norm": 43.930898666381836, "state_relation_loss": 0.0003032455628272146, "step": 9570, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.005023396899923682, "weighted_relation_loss": 0.005023396899923682 }, { "action_query_norm": 43.0095947265625, "action_relation_loss": 0.004659124137833715, "auxiliary_loss_weight": 1.0, "epoch": 8.961646398503275, "flow_matching_loss": 0.04484748691320419, "grad_norm": 0.15531529486179352, "learning_rate": 8.144888332909631e-05, "loss": 0.0498, "relation_loss": 0.0049481111578643325, "selected_pairs": 26706.4, "state_query_norm": 43.937903594970706, "state_relation_loss": 0.0002889870316721499, "step": 9580, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0049481111578643325, "weighted_relation_loss": 0.0049481111578643325 }, { "action_query_norm": 43.00441627502441, "action_relation_loss": 0.00473461146466434, "auxiliary_loss_weight": 1.0, "epoch": 8.971000935453695, "flow_matching_loss": 0.043571889773011206, "grad_norm": 0.1533534824848175, "learning_rate": 8.14060160285447e-05, "loss": 0.0486, "relation_loss": 0.005026043206453323, "selected_pairs": 27293.5, "state_query_norm": 43.93689727783203, "state_relation_loss": 0.0002914317650720477, "step": 9590, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.005026043206453323, "weighted_relation_loss": 0.005026043206453323 }, { "action_query_norm": 42.98540153503418, "action_relation_loss": 0.004812979605048895, "auxiliary_loss_weight": 1.0, "epoch": 8.980355472404115, "flow_matching_loss": 0.043251019343733786, "grad_norm": 0.12838119268417358, "learning_rate": 8.136311056672223e-05, "loss": 0.0483, "relation_loss": 0.005092442454770208, "selected_pairs": 27040.8, "state_query_norm": 43.931685256958005, "state_relation_loss": 0.00027946287009399383, "step": 9600, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.005092442454770208, "weighted_relation_loss": 0.005092442454770208 }, { "action_query_norm": 43.002770233154294, "action_relation_loss": 0.004809805518016219, "auxiliary_loss_weight": 1.0, "epoch": 8.989710009354537, "flow_matching_loss": 0.04154081828892231, "grad_norm": 0.09908411651849747, "learning_rate": 8.132016699576308e-05, "loss": 0.0467, "relation_loss": 0.0051298199221491815, "selected_pairs": 26944.2, "state_query_norm": 43.93040733337402, "state_relation_loss": 0.00032001440995372833, "step": 9610, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0051298199221491815, "weighted_relation_loss": 0.0051298199221491815 }, { "action_query_norm": 43.00549430847168, "action_relation_loss": 0.00460859127342701, "auxiliary_loss_weight": 1.0, "epoch": 8.999064546304957, "flow_matching_loss": 0.04462701492011547, "grad_norm": 0.12661167979240417, "learning_rate": 8.127718536784771e-05, "loss": 0.0495, "relation_loss": 0.004919590195640922, "selected_pairs": 26407.7, "state_query_norm": 43.930855178833006, "state_relation_loss": 0.00031099891639314593, "step": 9620, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.004919590195640922, "weighted_relation_loss": 0.004919590195640922 }, { "action_query_norm": 42.99584197998047, "action_relation_loss": 0.004428567830473185, "auxiliary_loss_weight": 1.0, "epoch": 9.00841908325538, "flow_matching_loss": 0.04302779473364353, "grad_norm": 0.12503094971179962, "learning_rate": 8.12341657352029e-05, "loss": 0.0478, "relation_loss": 0.0047359921969473365, "selected_pairs": 24759.8, "state_query_norm": 43.91821479797363, "state_relation_loss": 0.0003074243577430025, "step": 9630, "valid_action_samples": 216.1, "weighted_auxiliary_loss": 0.0047359921969473365, "weighted_relation_loss": 0.0047359921969473365 }, { "action_query_norm": 42.99203605651856, "action_relation_loss": 0.004579762974753976, "auxiliary_loss_weight": 1.0, "epoch": 9.0177736202058, "flow_matching_loss": 0.04225019477307797, "grad_norm": 0.11754634231328964, "learning_rate": 8.119110815010151e-05, "loss": 0.0471, "relation_loss": 0.004870037455111742, "selected_pairs": 26692.2, "state_query_norm": 43.92426300048828, "state_relation_loss": 0.00029027444834355264, "step": 9640, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.004870037455111742, "weighted_relation_loss": 0.004870037455111742 }, { "action_query_norm": 42.99719123840332, "action_relation_loss": 0.0045875328127294775, "auxiliary_loss_weight": 1.0, "epoch": 9.027128157156222, "flow_matching_loss": 0.04314125292003155, "grad_norm": 0.12206841260194778, "learning_rate": 8.114801266486261e-05, "loss": 0.048, "relation_loss": 0.004866323806345463, "selected_pairs": 26873.4, "state_query_norm": 43.91410789489746, "state_relation_loss": 0.00027879105473402885, "step": 9650, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.004866323806345463, "weighted_relation_loss": 0.004866323806345463 }, { "action_query_norm": 42.97133026123047, "action_relation_loss": 0.004602113435976207, "auxiliary_loss_weight": 1.0, "epoch": 9.036482694106642, "flow_matching_loss": 0.0442662063986063, "grad_norm": 0.14635974168777466, "learning_rate": 8.110487933185122e-05, "loss": 0.0492, "relation_loss": 0.004899736354127526, "selected_pairs": 26883.5, "state_query_norm": 43.9197265625, "state_relation_loss": 0.00029762284248135984, "step": 9660, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.004899736354127526, "weighted_relation_loss": 0.004899736354127526 }, { "action_query_norm": 42.968010330200194, "action_relation_loss": 0.004636077955365181, "auxiliary_loss_weight": 1.0, "epoch": 9.045837231057062, "flow_matching_loss": 0.04203653931617737, "grad_norm": 0.15058647096157074, "learning_rate": 8.106170820347847e-05, "loss": 0.0469, "relation_loss": 0.004906423529610038, "selected_pairs": 26850.6, "state_query_norm": 43.91480140686035, "state_relation_loss": 0.00027034554514102636, "step": 9670, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.004906423529610038, "weighted_relation_loss": 0.004906423529610038 }, { "action_query_norm": 42.97418975830078, "action_relation_loss": 0.004434381891041994, "auxiliary_loss_weight": 1.0, "epoch": 9.055191768007484, "flow_matching_loss": 0.040643992647528646, "grad_norm": 0.1459079086780548, "learning_rate": 8.101849933220132e-05, "loss": 0.0454, "relation_loss": 0.004709259420633316, "selected_pairs": 27031.8, "state_query_norm": 43.91674995422363, "state_relation_loss": 0.00027487751794978975, "step": 9680, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004709259420633316, "weighted_relation_loss": 0.004709259420633316 }, { "action_query_norm": 42.993883514404295, "action_relation_loss": 0.004509340412914753, "auxiliary_loss_weight": 1.0, "epoch": 9.064546304957904, "flow_matching_loss": 0.042374931275844574, "grad_norm": 0.15992633998394012, "learning_rate": 8.097525277052264e-05, "loss": 0.0472, "relation_loss": 0.00477921161800623, "selected_pairs": 27428.1, "state_query_norm": 43.92283248901367, "state_relation_loss": 0.00026987123710568993, "step": 9690, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.00477921161800623, "weighted_relation_loss": 0.00477921161800623 }, { "action_query_norm": 42.97308464050293, "action_relation_loss": 0.004556716978549957, "auxiliary_loss_weight": 1.0, "epoch": 9.073900841908326, "flow_matching_loss": 0.04277292899787426, "grad_norm": 0.12435667216777802, "learning_rate": 8.093196857099106e-05, "loss": 0.0476, "relation_loss": 0.004832978826016188, "selected_pairs": 27039.1, "state_query_norm": 43.91232261657715, "state_relation_loss": 0.00027626181836239996, "step": 9700, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004832978826016188, "weighted_relation_loss": 0.004832978826016188 }, { "action_query_norm": 42.979862213134766, "action_relation_loss": 0.004546291753649711, "auxiliary_loss_weight": 1.0, "epoch": 9.083255378858746, "flow_matching_loss": 0.041689975559711455, "grad_norm": 0.10829045623540878, "learning_rate": 8.088864678620096e-05, "loss": 0.0465, "relation_loss": 0.004829169297590852, "selected_pairs": 27078.4, "state_query_norm": 43.9027400970459, "state_relation_loss": 0.00028287745226407424, "step": 9710, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.004829169297590852, "weighted_relation_loss": 0.004829169297590852 }, { "action_query_norm": 42.97715301513672, "action_relation_loss": 0.004479422839358449, "auxiliary_loss_weight": 1.0, "epoch": 9.092609915809167, "flow_matching_loss": 0.043893634155392644, "grad_norm": 0.11097166687250137, "learning_rate": 8.084528746879243e-05, "loss": 0.0486, "relation_loss": 0.004754338040947914, "selected_pairs": 26664.5, "state_query_norm": 43.9124698638916, "state_relation_loss": 0.0002749151652096771, "step": 9720, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.004754338040947914, "weighted_relation_loss": 0.004754338040947914 }, { "action_query_norm": 42.99383888244629, "action_relation_loss": 0.004370023496448994, "auxiliary_loss_weight": 1.0, "epoch": 9.101964452759589, "flow_matching_loss": 0.042486618459224704, "grad_norm": 0.1034969612956047, "learning_rate": 8.080189067145108e-05, "loss": 0.0471, "relation_loss": 0.004655383760109544, "selected_pairs": 27248.0, "state_query_norm": 43.90597229003906, "state_relation_loss": 0.00028536025347420947, "step": 9730, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.004655383760109544, "weighted_relation_loss": 0.004655383760109544 }, { "action_query_norm": 42.96929092407227, "action_relation_loss": 0.004551885183900595, "auxiliary_loss_weight": 1.0, "epoch": 9.111318989710009, "flow_matching_loss": 0.04322241023182869, "grad_norm": 0.161651611328125, "learning_rate": 8.075845644690813e-05, "loss": 0.0481, "relation_loss": 0.004828588105738163, "selected_pairs": 26988.2, "state_query_norm": 43.898867797851565, "state_relation_loss": 0.0002767028912785463, "step": 9740, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004828588105738163, "weighted_relation_loss": 0.004828588105738163 }, { "action_query_norm": 42.940644073486325, "action_relation_loss": 0.004558901069685817, "auxiliary_loss_weight": 1.0, "epoch": 9.12067352666043, "flow_matching_loss": 0.0422446858137846, "grad_norm": 0.13091643154621124, "learning_rate": 8.07149848479403e-05, "loss": 0.0471, "relation_loss": 0.0048458601348102094, "selected_pairs": 26454.8, "state_query_norm": 43.90405693054199, "state_relation_loss": 0.0002869590622140095, "step": 9750, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0048458601348102094, "weighted_relation_loss": 0.0048458601348102094 }, { "action_query_norm": 42.94532661437988, "action_relation_loss": 0.0045190256554633376, "auxiliary_loss_weight": 1.0, "epoch": 9.130028063610851, "flow_matching_loss": 0.043508315458893776, "grad_norm": 0.1755535900592804, "learning_rate": 8.067147592736962e-05, "loss": 0.0483, "relation_loss": 0.00479498696513474, "selected_pairs": 27063.0, "state_query_norm": 43.904822158813474, "state_relation_loss": 0.00027596128056757153, "step": 9760, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.00479498696513474, "weighted_relation_loss": 0.00479498696513474 }, { "action_query_norm": 42.972708511352536, "action_relation_loss": 0.004588420130312442, "auxiliary_loss_weight": 1.0, "epoch": 9.139382600561273, "flow_matching_loss": 0.04159580208361149, "grad_norm": 0.1127086877822876, "learning_rate": 8.062792973806357e-05, "loss": 0.0465, "relation_loss": 0.004884116817265749, "selected_pairs": 26458.3, "state_query_norm": 43.90934028625488, "state_relation_loss": 0.00029569666658062487, "step": 9770, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.004884116817265749, "weighted_relation_loss": 0.004884116817265749 }, { "action_query_norm": 42.9714054107666, "action_relation_loss": 0.004525377880781889, "auxiliary_loss_weight": 1.0, "epoch": 9.148737137511693, "flow_matching_loss": 0.04148213304579258, "grad_norm": 0.14068906009197235, "learning_rate": 8.058434633293485e-05, "loss": 0.0463, "relation_loss": 0.004815569939091801, "selected_pairs": 26735.5, "state_query_norm": 43.89520797729492, "state_relation_loss": 0.0002901919855503365, "step": 9780, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.004815569939091801, "weighted_relation_loss": 0.004815569939091801 }, { "action_query_norm": 42.9486888885498, "action_relation_loss": 0.004560828674584627, "auxiliary_loss_weight": 1.0, "epoch": 9.158091674462113, "flow_matching_loss": 0.04095632433891296, "grad_norm": 0.13602006435394287, "learning_rate": 8.054072576494143e-05, "loss": 0.0458, "relation_loss": 0.0048482690937817095, "selected_pairs": 26499.6, "state_query_norm": 43.8963119506836, "state_relation_loss": 0.0002874404439353384, "step": 9790, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0048482690937817095, "weighted_relation_loss": 0.0048482690937817095 }, { "action_query_norm": 42.94476470947266, "action_relation_loss": 0.004665436083450913, "auxiliary_loss_weight": 1.0, "epoch": 9.167446211412535, "flow_matching_loss": 0.043487843871116635, "grad_norm": 0.12494390457868576, "learning_rate": 8.04970680870864e-05, "loss": 0.0484, "relation_loss": 0.004949446115642786, "selected_pairs": 27030.0, "state_query_norm": 43.907853317260745, "state_relation_loss": 0.0002840100845787674, "step": 9800, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.004949446115642786, "weighted_relation_loss": 0.004949446115642786 }, { "action_query_norm": 42.94003524780273, "action_relation_loss": 0.004508730582892894, "auxiliary_loss_weight": 1.0, "epoch": 9.176800748362956, "flow_matching_loss": 0.04226373098790646, "grad_norm": 0.12301168590784073, "learning_rate": 8.045337335241793e-05, "loss": 0.0471, "relation_loss": 0.0047928932122886184, "selected_pairs": 26800.4, "state_query_norm": 43.88762016296387, "state_relation_loss": 0.0002841626032022759, "step": 9810, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0047928932122886184, "weighted_relation_loss": 0.0047928932122886184 }, { "action_query_norm": 42.942547988891604, "action_relation_loss": 0.004599036276340484, "auxiliary_loss_weight": 1.0, "epoch": 9.186155285313378, "flow_matching_loss": 0.04183984883129597, "grad_norm": 0.1324826329946518, "learning_rate": 8.040964161402932e-05, "loss": 0.0467, "relation_loss": 0.004884950304403901, "selected_pairs": 26989.0, "state_query_norm": 43.893002319335935, "state_relation_loss": 0.00028591402369784193, "step": 9820, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004884950304403901, "weighted_relation_loss": 0.004884950304403901 }, { "action_query_norm": 42.934668731689456, "action_relation_loss": 0.004461403051391244, "auxiliary_loss_weight": 1.0, "epoch": 9.195509822263798, "flow_matching_loss": 0.04209759533405304, "grad_norm": 0.13949503004550934, "learning_rate": 8.036587292505869e-05, "loss": 0.0469, "relation_loss": 0.004752853047102689, "selected_pairs": 27173.4, "state_query_norm": 43.89203109741211, "state_relation_loss": 0.00029144997388357296, "step": 9830, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.004752853047102689, "weighted_relation_loss": 0.004752853047102689 }, { "action_query_norm": 42.96077308654785, "action_relation_loss": 0.004344241507351398, "auxiliary_loss_weight": 1.0, "epoch": 9.204864359214218, "flow_matching_loss": 0.043160290271043775, "grad_norm": 0.13170740008354187, "learning_rate": 8.032206733868912e-05, "loss": 0.0478, "relation_loss": 0.004643059195950627, "selected_pairs": 27010.4, "state_query_norm": 43.89578514099121, "state_relation_loss": 0.0002988176987855695, "step": 9840, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.004643059195950627, "weighted_relation_loss": 0.004643059195950627 }, { "action_query_norm": 42.942770385742186, "action_relation_loss": 0.004624425759539008, "auxiliary_loss_weight": 1.0, "epoch": 9.21421889616464, "flow_matching_loss": 0.04411791600286961, "grad_norm": 0.1378062665462494, "learning_rate": 8.027822490814858e-05, "loss": 0.049, "relation_loss": 0.004909850237891078, "selected_pairs": 26600.0, "state_query_norm": 43.89479370117188, "state_relation_loss": 0.00028542446671053767, "step": 9850, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.004909850237891078, "weighted_relation_loss": 0.004909850237891078 }, { "action_query_norm": 42.94640846252442, "action_relation_loss": 0.004578444128856063, "auxiliary_loss_weight": 1.0, "epoch": 9.22357343311506, "flow_matching_loss": 0.04486177340149879, "grad_norm": 0.16760790348052979, "learning_rate": 8.023434568670972e-05, "loss": 0.0497, "relation_loss": 0.004869875404983759, "selected_pairs": 27033.0, "state_query_norm": 43.88798446655274, "state_relation_loss": 0.0002914313139626756, "step": 9860, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004869875404983759, "weighted_relation_loss": 0.004869875404983759 }, { "action_query_norm": 42.9619815826416, "action_relation_loss": 0.004399803467094898, "auxiliary_loss_weight": 1.0, "epoch": 9.232927970065482, "flow_matching_loss": 0.04414447695016861, "grad_norm": 0.13000711798667908, "learning_rate": 8.019042972768992e-05, "loss": 0.0489, "relation_loss": 0.004715035296976566, "selected_pairs": 27059.4, "state_query_norm": 43.88212203979492, "state_relation_loss": 0.00031523180659860374, "step": 9870, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.004715035296976566, "weighted_relation_loss": 0.004715035296976566 }, { "action_query_norm": 42.93482933044434, "action_relation_loss": 0.004472045181319118, "auxiliary_loss_weight": 1.0, "epoch": 9.242282507015902, "flow_matching_loss": 0.04027652144432068, "grad_norm": 0.16552820801734924, "learning_rate": 8.014647708445124e-05, "loss": 0.045, "relation_loss": 0.004767857817932963, "selected_pairs": 27130.3, "state_query_norm": 43.87439956665039, "state_relation_loss": 0.0002958125493023545, "step": 9880, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.004767857817932963, "weighted_relation_loss": 0.004767857817932963 }, { "action_query_norm": 42.95859031677246, "action_relation_loss": 0.004439353290945291, "auxiliary_loss_weight": 1.0, "epoch": 9.251637043966324, "flow_matching_loss": 0.04125928319990635, "grad_norm": 0.12477488815784454, "learning_rate": 8.010248781040027e-05, "loss": 0.046, "relation_loss": 0.004739679023623466, "selected_pairs": 26738.0, "state_query_norm": 43.88942451477051, "state_relation_loss": 0.00030032576760277154, "step": 9890, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.004739679023623466, "weighted_relation_loss": 0.004739679023623466 }, { "action_query_norm": 42.92060546875, "action_relation_loss": 0.004586373781785369, "auxiliary_loss_weight": 1.0, "epoch": 9.260991580916745, "flow_matching_loss": 0.0434944961220026, "grad_norm": 0.1337260752916336, "learning_rate": 8.005846195898814e-05, "loss": 0.0484, "relation_loss": 0.004885459505021572, "selected_pairs": 26387.5, "state_query_norm": 43.86948471069336, "state_relation_loss": 0.0002990856795804575, "step": 9900, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.004885459505021572, "weighted_relation_loss": 0.004885459505021572 }, { "action_query_norm": 42.92077217102051, "action_relation_loss": 0.004659823235124349, "auxiliary_loss_weight": 1.0, "epoch": 9.270346117867165, "flow_matching_loss": 0.04027962498366833, "grad_norm": 0.14900453388690948, "learning_rate": 8.00143995837104e-05, "loss": 0.0452, "relation_loss": 0.0049340090248733755, "selected_pairs": 27361.5, "state_query_norm": 43.87471580505371, "state_relation_loss": 0.0002741858246736228, "step": 9910, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0049340090248733755, "weighted_relation_loss": 0.0049340090248733755 }, { "action_query_norm": 42.93149261474609, "action_relation_loss": 0.004692488186992705, "auxiliary_loss_weight": 1.0, "epoch": 9.279700654817587, "flow_matching_loss": 0.04204538874328136, "grad_norm": 0.1536063849925995, "learning_rate": 7.997030073810698e-05, "loss": 0.047, "relation_loss": 0.004971117386594415, "selected_pairs": 27387.0, "state_query_norm": 43.86530723571777, "state_relation_loss": 0.0002786291908705607, "step": 9920, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.004971117386594415, "weighted_relation_loss": 0.004971117386594415 }, { "action_query_norm": 42.90607032775879, "action_relation_loss": 0.004402164788916707, "auxiliary_loss_weight": 1.0, "epoch": 9.289055191768007, "flow_matching_loss": 0.04369921162724495, "grad_norm": 0.14987130463123322, "learning_rate": 7.992616547576217e-05, "loss": 0.0484, "relation_loss": 0.004671708773821592, "selected_pairs": 26413.0, "state_query_norm": 43.886264419555665, "state_relation_loss": 0.000269543967442587, "step": 9930, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.004671708773821592, "weighted_relation_loss": 0.004671708773821592 }, { "action_query_norm": 42.93026885986328, "action_relation_loss": 0.0044357896549627185, "auxiliary_loss_weight": 1.0, "epoch": 9.298409728718429, "flow_matching_loss": 0.041881751641631125, "grad_norm": 0.09554803371429443, "learning_rate": 7.988199385030445e-05, "loss": 0.0466, "relation_loss": 0.004706341633573174, "selected_pairs": 26960.3, "state_query_norm": 43.875919342041016, "state_relation_loss": 0.00027055200189352036, "step": 9940, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.004706341633573174, "weighted_relation_loss": 0.004706341633573174 }, { "action_query_norm": 42.90527191162109, "action_relation_loss": 0.004325008299201727, "auxiliary_loss_weight": 1.0, "epoch": 9.30776426566885, "flow_matching_loss": 0.04117053337395191, "grad_norm": 0.1129649430513382, "learning_rate": 7.98377859154065e-05, "loss": 0.0458, "relation_loss": 0.00460748104378581, "selected_pairs": 26821.6, "state_query_norm": 43.868700408935545, "state_relation_loss": 0.0002824727474944666, "step": 9950, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.00460748104378581, "weighted_relation_loss": 0.00460748104378581 }, { "action_query_norm": 42.900186920166014, "action_relation_loss": 0.004496192838996649, "auxiliary_loss_weight": 1.0, "epoch": 9.31711880261927, "flow_matching_loss": 0.042604440450668336, "grad_norm": 0.13594524562358856, "learning_rate": 7.979354172478516e-05, "loss": 0.0474, "relation_loss": 0.004786836449056864, "selected_pairs": 26922.8, "state_query_norm": 43.86592178344726, "state_relation_loss": 0.0002906435751356184, "step": 9960, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004786836449056864, "weighted_relation_loss": 0.004786836449056864 }, { "action_query_norm": 42.898063278198244, "action_relation_loss": 0.004471360705792904, "auxiliary_loss_weight": 1.0, "epoch": 9.326473339569691, "flow_matching_loss": 0.04230794459581375, "grad_norm": 0.13624314963817596, "learning_rate": 7.974926133220127e-05, "loss": 0.0471, "relation_loss": 0.004759079031646252, "selected_pairs": 26801.1, "state_query_norm": 43.86941223144531, "state_relation_loss": 0.00028771842480637135, "step": 9970, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.004759079031646252, "weighted_relation_loss": 0.004759079031646252 }, { "action_query_norm": 42.90232391357422, "action_relation_loss": 0.004316081712022424, "auxiliary_loss_weight": 1.0, "epoch": 9.335827876520112, "flow_matching_loss": 0.043906936421990395, "grad_norm": 0.11128062009811401, "learning_rate": 7.970494479145967e-05, "loss": 0.0485, "relation_loss": 0.004606863204389811, "selected_pairs": 26986.7, "state_query_norm": 43.860130310058594, "state_relation_loss": 0.000290781504008919, "step": 9980, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004606863204389811, "weighted_relation_loss": 0.004606863204389811 }, { "action_query_norm": 42.92453117370606, "action_relation_loss": 0.0045378259383141994, "auxiliary_loss_weight": 1.0, "epoch": 9.345182413470534, "flow_matching_loss": 0.04210234731435776, "grad_norm": 0.1451738327741623, "learning_rate": 7.966059215640919e-05, "loss": 0.0469, "relation_loss": 0.004824037849903107, "selected_pairs": 27013.6, "state_query_norm": 43.86476135253906, "state_relation_loss": 0.0002862118708435446, "step": 9990, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.004824037849903107, "weighted_relation_loss": 0.004824037849903107 }, { "action_query_norm": 42.91828155517578, "action_relation_loss": 0.004664387693628669, "auxiliary_loss_weight": 1.0, "epoch": 9.354536950420954, "flow_matching_loss": 0.04083852171897888, "grad_norm": 0.14055536687374115, "learning_rate": 7.961620348094241e-05, "loss": 0.0458, "relation_loss": 0.004938376229256391, "selected_pairs": 26443.5, "state_query_norm": 43.85973587036133, "state_relation_loss": 0.00027398857928346844, "step": 10000, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.004938376229256391, "weighted_relation_loss": 0.004938376229256391 }, { "action_query_norm": 42.89957046508789, "action_relation_loss": 0.004592484422028064, "auxiliary_loss_weight": 1.0, "epoch": 9.363891487371376, "flow_matching_loss": 0.04471989534795284, "grad_norm": 0.12717503309249878, "learning_rate": 7.957177881899577e-05, "loss": 0.0496, "relation_loss": 0.004858666146174073, "selected_pairs": 25962.7, "state_query_norm": 43.85670928955078, "state_relation_loss": 0.0002661817692569457, "step": 10010, "valid_action_samples": 228.3, "weighted_auxiliary_loss": 0.004858666146174073, "weighted_relation_loss": 0.004858666146174073 }, { "action_query_norm": 42.88125152587891, "action_relation_loss": 0.00443004744593054, "auxiliary_loss_weight": 1.0, "epoch": 9.373246024321796, "flow_matching_loss": 0.042516285181045534, "grad_norm": 0.12347987294197083, "learning_rate": 7.952731822454944e-05, "loss": 0.0472, "relation_loss": 0.004698798293247819, "selected_pairs": 27070.1, "state_query_norm": 43.85017967224121, "state_relation_loss": 0.0002687507861992344, "step": 10020, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.004698798293247819, "weighted_relation_loss": 0.004698798293247819 }, { "action_query_norm": 42.87261810302734, "action_relation_loss": 0.004729294171556831, "auxiliary_loss_weight": 1.0, "epoch": 9.382600561272216, "flow_matching_loss": 0.04407857656478882, "grad_norm": 0.10827614367008209, "learning_rate": 7.948282175162722e-05, "loss": 0.0491, "relation_loss": 0.004985256725922227, "selected_pairs": 26922.1, "state_query_norm": 43.865441513061526, "state_relation_loss": 0.000255962491792161, "step": 10030, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004985256725922227, "weighted_relation_loss": 0.004985256725922227 }, { "action_query_norm": 42.88226547241211, "action_relation_loss": 0.004399646911770106, "auxiliary_loss_weight": 1.0, "epoch": 9.391955098222638, "flow_matching_loss": 0.04129451587796211, "grad_norm": 0.1265108585357666, "learning_rate": 7.943828945429652e-05, "loss": 0.046, "relation_loss": 0.004660655651241541, "selected_pairs": 26778.7, "state_query_norm": 43.85275573730469, "state_relation_loss": 0.000261008671077434, "step": 10040, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.004660655651241541, "weighted_relation_loss": 0.004660655651241541 }, { "action_query_norm": 42.877708435058594, "action_relation_loss": 0.004374241386540234, "auxiliary_loss_weight": 1.0, "epoch": 9.401309635173059, "flow_matching_loss": 0.042824941128492354, "grad_norm": 0.12271279096603394, "learning_rate": 7.939372138666827e-05, "loss": 0.0474, "relation_loss": 0.004623217601329088, "selected_pairs": 26604.3, "state_query_norm": 43.851247787475586, "state_relation_loss": 0.0002489761827746406, "step": 10050, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.004623217601329088, "weighted_relation_loss": 0.004623217601329088 }, { "action_query_norm": 42.84829483032227, "action_relation_loss": 0.004189975350163877, "auxiliary_loss_weight": 1.0, "epoch": 9.41066417212348, "flow_matching_loss": 0.03964447230100632, "grad_norm": 0.15350207686424255, "learning_rate": 7.934911760289692e-05, "loss": 0.0441, "relation_loss": 0.004456431092694402, "selected_pairs": 26763.5, "state_query_norm": 43.84638366699219, "state_relation_loss": 0.00026645576435839756, "step": 10060, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.004456431092694402, "weighted_relation_loss": 0.004456431092694402 }, { "action_query_norm": 42.837982177734375, "action_relation_loss": 0.004618962854146957, "auxiliary_loss_weight": 1.0, "epoch": 9.4200187090739, "flow_matching_loss": 0.0434703279286623, "grad_norm": 0.1174330785870552, "learning_rate": 7.930447815718022e-05, "loss": 0.0484, "relation_loss": 0.00488522183150053, "selected_pairs": 26992.9, "state_query_norm": 43.84844818115234, "state_relation_loss": 0.0002662590748514049, "step": 10070, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.00488522183150053, "weighted_relation_loss": 0.00488522183150053 }, { "action_query_norm": 42.83904838562012, "action_relation_loss": 0.004630227666348219, "auxiliary_loss_weight": 1.0, "epoch": 9.429373246024323, "flow_matching_loss": 0.04030882380902767, "grad_norm": 0.12402574717998505, "learning_rate": 7.925980310375934e-05, "loss": 0.0452, "relation_loss": 0.004889183724299073, "selected_pairs": 26988.3, "state_query_norm": 43.84844551086426, "state_relation_loss": 0.00025895611906889826, "step": 10080, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004889183724299073, "weighted_relation_loss": 0.004889183724299073 }, { "action_query_norm": 42.85981063842773, "action_relation_loss": 0.004256684798747301, "auxiliary_loss_weight": 1.0, "epoch": 9.438727782974743, "flow_matching_loss": 0.04193015918135643, "grad_norm": 0.13044199347496033, "learning_rate": 7.921509249691865e-05, "loss": 0.0465, "relation_loss": 0.004524347931146621, "selected_pairs": 26924.7, "state_query_norm": 43.846867370605466, "state_relation_loss": 0.00026766305381897837, "step": 10090, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004524347931146621, "weighted_relation_loss": 0.004524347931146621 }, { "action_query_norm": 42.8919563293457, "action_relation_loss": 0.004545858222991228, "auxiliary_loss_weight": 1.0, "epoch": 9.448082319925163, "flow_matching_loss": 0.04275795109570026, "grad_norm": 0.16737322509288788, "learning_rate": 7.917034639098579e-05, "loss": 0.0476, "relation_loss": 0.004809100879356265, "selected_pairs": 26757.3, "state_query_norm": 43.83726081848145, "state_relation_loss": 0.000263242753862869, "step": 10100, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.004809100879356265, "weighted_relation_loss": 0.004809100879356265 }, { "action_query_norm": 42.86476631164551, "action_relation_loss": 0.004465323104523122, "auxiliary_loss_weight": 1.0, "epoch": 9.457436856875585, "flow_matching_loss": 0.04261722043156624, "grad_norm": 0.14321830868721008, "learning_rate": 7.912556484033146e-05, "loss": 0.0473, "relation_loss": 0.004721287311986089, "selected_pairs": 26947.2, "state_query_norm": 43.837927627563474, "state_relation_loss": 0.0002559642176493071, "step": 10110, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.004721287311986089, "weighted_relation_loss": 0.004721287311986089 }, { "action_query_norm": 42.858219146728516, "action_relation_loss": 0.004613534105010331, "auxiliary_loss_weight": 1.0, "epoch": 9.466791393826005, "flow_matching_loss": 0.042460684478282926, "grad_norm": 0.1650298833847046, "learning_rate": 7.908074789936952e-05, "loss": 0.0473, "relation_loss": 0.004881726624444127, "selected_pairs": 26439.1, "state_query_norm": 43.8361873626709, "state_relation_loss": 0.0002681925645447336, "step": 10120, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.004881726624444127, "weighted_relation_loss": 0.004881726624444127 }, { "action_query_norm": 42.86565399169922, "action_relation_loss": 0.004307612124830484, "auxiliary_loss_weight": 1.0, "epoch": 9.476145930776427, "flow_matching_loss": 0.04238546676933765, "grad_norm": 0.14282546937465668, "learning_rate": 7.903589562255673e-05, "loss": 0.0469, "relation_loss": 0.004562503844499588, "selected_pairs": 27100.8, "state_query_norm": 43.841373443603516, "state_relation_loss": 0.00025489175168331714, "step": 10130, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.004562503844499588, "weighted_relation_loss": 0.004562503844499588 }, { "action_query_norm": 42.8339485168457, "action_relation_loss": 0.004430148098617792, "auxiliary_loss_weight": 1.0, "epoch": 9.485500467726848, "flow_matching_loss": 0.04125153943896294, "grad_norm": 0.11926688253879547, "learning_rate": 7.899100806439285e-05, "loss": 0.0459, "relation_loss": 0.004686045693233609, "selected_pairs": 26595.2, "state_query_norm": 43.84441871643067, "state_relation_loss": 0.00025589763972675426, "step": 10140, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.004686045693233609, "weighted_relation_loss": 0.004686045693233609 }, { "action_query_norm": 42.83758277893067, "action_relation_loss": 0.0046459479257464405, "auxiliary_loss_weight": 1.0, "epoch": 9.494855004677268, "flow_matching_loss": 0.04193579852581024, "grad_norm": 0.12374287843704224, "learning_rate": 7.894608527942049e-05, "loss": 0.0468, "relation_loss": 0.004909548861905933, "selected_pairs": 26553.8, "state_query_norm": 43.837839889526364, "state_relation_loss": 0.0002636009405250661, "step": 10150, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.004909548861905933, "weighted_relation_loss": 0.004909548861905933 }, { "action_query_norm": 42.84360885620117, "action_relation_loss": 0.004300077236257494, "auxiliary_loss_weight": 1.0, "epoch": 9.50420954162769, "flow_matching_loss": 0.04049925245344639, "grad_norm": 0.12359768152236938, "learning_rate": 7.89011273222251e-05, "loss": 0.0451, "relation_loss": 0.004559343820437789, "selected_pairs": 26991.3, "state_query_norm": 43.832861709594724, "state_relation_loss": 0.00025926656526280566, "step": 10160, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004559343820437789, "weighted_relation_loss": 0.004559343820437789 }, { "action_query_norm": 42.83513984680176, "action_relation_loss": 0.004344647284597158, "auxiliary_loss_weight": 1.0, "epoch": 9.51356407857811, "flow_matching_loss": 0.04325905069708824, "grad_norm": 0.14130209386348724, "learning_rate": 7.885613424743482e-05, "loss": 0.0479, "relation_loss": 0.004608963429927826, "selected_pairs": 26551.2, "state_query_norm": 43.82863311767578, "state_relation_loss": 0.00026431617297930645, "step": 10170, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.004608963429927826, "weighted_relation_loss": 0.004608963429927826 }, { "action_query_norm": 42.80644989013672, "action_relation_loss": 0.0044141374062746765, "auxiliary_loss_weight": 1.0, "epoch": 9.522918615528532, "flow_matching_loss": 0.044044113531708715, "grad_norm": 0.13286323845386505, "learning_rate": 7.881110610972044e-05, "loss": 0.0487, "relation_loss": 0.004677898203954101, "selected_pairs": 27037.7, "state_query_norm": 43.833290100097656, "state_relation_loss": 0.0002637607976794243, "step": 10180, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004677898203954101, "weighted_relation_loss": 0.004677898203954101 }, { "action_query_norm": 42.799403762817384, "action_relation_loss": 0.004492791835218668, "auxiliary_loss_weight": 1.0, "epoch": 9.532273152478952, "flow_matching_loss": 0.04232778735458851, "grad_norm": 0.12505018711090088, "learning_rate": 7.876604296379544e-05, "loss": 0.0471, "relation_loss": 0.004747076984494924, "selected_pairs": 26849.8, "state_query_norm": 43.82361068725586, "state_relation_loss": 0.0002542852016631514, "step": 10190, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.004747076984494924, "weighted_relation_loss": 0.004747076984494924 }, { "action_query_norm": 42.826616287231445, "action_relation_loss": 0.004357847152277827, "auxiliary_loss_weight": 1.0, "epoch": 9.541627689429372, "flow_matching_loss": 0.04289374612271786, "grad_norm": 0.10576240718364716, "learning_rate": 7.872094486441579e-05, "loss": 0.0475, "relation_loss": 0.004627980384975671, "selected_pairs": 26728.3, "state_query_norm": 43.8254581451416, "state_relation_loss": 0.00027013318322133273, "step": 10200, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.004627980384975671, "weighted_relation_loss": 0.004627980384975671 }, { "action_query_norm": 42.847076416015625, "action_relation_loss": 0.004226854559965432, "auxiliary_loss_weight": 1.0, "epoch": 9.550982226379794, "flow_matching_loss": 0.042223941534757614, "grad_norm": 0.130096435546875, "learning_rate": 7.867581186637991e-05, "loss": 0.0467, "relation_loss": 0.004480723617598414, "selected_pairs": 27325.5, "state_query_norm": 43.822421646118165, "state_relation_loss": 0.00025386904599145055, "step": 10210, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.004480723617598414, "weighted_relation_loss": 0.004480723617598414 }, { "action_query_norm": 42.82803153991699, "action_relation_loss": 0.004321979032829404, "auxiliary_loss_weight": 1.0, "epoch": 9.560336763330215, "flow_matching_loss": 0.041551883518695834, "grad_norm": 0.15348851680755615, "learning_rate": 7.863064402452866e-05, "loss": 0.0461, "relation_loss": 0.004586932482197881, "selected_pairs": 26875.3, "state_query_norm": 43.81255111694336, "state_relation_loss": 0.0002649534842930734, "step": 10220, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.004586932482197881, "weighted_relation_loss": 0.004586932482197881 }, { "action_query_norm": 42.79876899719238, "action_relation_loss": 0.004234418948180973, "auxiliary_loss_weight": 1.0, "epoch": 9.569691300280637, "flow_matching_loss": 0.041791925206780434, "grad_norm": 0.11193431913852692, "learning_rate": 7.858544139374524e-05, "loss": 0.0463, "relation_loss": 0.004494536318816245, "selected_pairs": 26479.4, "state_query_norm": 43.81941299438476, "state_relation_loss": 0.00026011734589701516, "step": 10230, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.004494536318816245, "weighted_relation_loss": 0.004494536318816245 }, { "action_query_norm": 42.80351257324219, "action_relation_loss": 0.004482110729441047, "auxiliary_loss_weight": 1.0, "epoch": 9.579045837231057, "flow_matching_loss": 0.04250505864620209, "grad_norm": 0.1567823588848114, "learning_rate": 7.854020402895508e-05, "loss": 0.0472, "relation_loss": 0.0047420862596482035, "selected_pairs": 27347.9, "state_query_norm": 43.81709289550781, "state_relation_loss": 0.0002599755738629028, "step": 10240, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0047420862596482035, "weighted_relation_loss": 0.0047420862596482035 }, { "action_query_norm": 42.80457954406738, "action_relation_loss": 0.004412411758676171, "auxiliary_loss_weight": 1.0, "epoch": 9.588400374181479, "flow_matching_loss": 0.042984592542052266, "grad_norm": 0.10827602446079254, "learning_rate": 7.849493198512587e-05, "loss": 0.0477, "relation_loss": 0.0046766570303589106, "selected_pairs": 26225.9, "state_query_norm": 43.82726287841797, "state_relation_loss": 0.000264245287689846, "step": 10250, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.0046766570303589106, "weighted_relation_loss": 0.0046766570303589106 }, { "action_query_norm": 42.82985916137695, "action_relation_loss": 0.004224053747020662, "auxiliary_loss_weight": 1.0, "epoch": 9.597754911131899, "flow_matching_loss": 0.040792576223611834, "grad_norm": 0.09865312278270721, "learning_rate": 7.84496253172674e-05, "loss": 0.0453, "relation_loss": 0.004485962446779013, "selected_pairs": 26416.1, "state_query_norm": 43.80390930175781, "state_relation_loss": 0.0002619087477796711, "step": 10260, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.004485962446779013, "weighted_relation_loss": 0.004485962446779013 }, { "action_query_norm": 42.81447982788086, "action_relation_loss": 0.0043743288610130545, "auxiliary_loss_weight": 1.0, "epoch": 9.60710944808232, "flow_matching_loss": 0.04152282029390335, "grad_norm": 0.12942078709602356, "learning_rate": 7.840428408043155e-05, "loss": 0.0462, "relation_loss": 0.004646791610866785, "selected_pairs": 26923.1, "state_query_norm": 43.8084098815918, "state_relation_loss": 0.0002724627280258574, "step": 10270, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004646791610866785, "weighted_relation_loss": 0.004646791610866785 }, { "action_query_norm": 42.77681350708008, "action_relation_loss": 0.004496187856420875, "auxiliary_loss_weight": 1.0, "epoch": 9.616463985032741, "flow_matching_loss": 0.041417348012328145, "grad_norm": 0.1652030348777771, "learning_rate": 7.835890832971218e-05, "loss": 0.0462, "relation_loss": 0.0047643448691815134, "selected_pairs": 26710.8, "state_query_norm": 43.813012313842776, "state_relation_loss": 0.0002681570025742985, "step": 10280, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0047643448691815134, "weighted_relation_loss": 0.0047643448691815134 }, { "action_query_norm": 42.76826629638672, "action_relation_loss": 0.00436277121771127, "auxiliary_loss_weight": 1.0, "epoch": 9.625818521983161, "flow_matching_loss": 0.041854899004101755, "grad_norm": 0.13662728667259216, "learning_rate": 7.831349812024512e-05, "loss": 0.0465, "relation_loss": 0.00463915872387588, "selected_pairs": 27224.6, "state_query_norm": 43.799767303466794, "state_relation_loss": 0.00027638752362690866, "step": 10290, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.00463915872387588, "weighted_relation_loss": 0.00463915872387588 }, { "action_query_norm": 42.77440338134765, "action_relation_loss": 0.004354127706028521, "auxiliary_loss_weight": 1.0, "epoch": 9.635173058933583, "flow_matching_loss": 0.040659360215067865, "grad_norm": 0.1346285492181778, "learning_rate": 7.826805350720807e-05, "loss": 0.0453, "relation_loss": 0.004619510052725673, "selected_pairs": 27132.2, "state_query_norm": 43.81759910583496, "state_relation_loss": 0.0002653822200954892, "step": 10300, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.004619510052725673, "weighted_relation_loss": 0.004619510052725673 }, { "action_query_norm": 42.780562210083005, "action_relation_loss": 0.004396856459788978, "auxiliary_loss_weight": 1.0, "epoch": 9.644527595884004, "flow_matching_loss": 0.04450401589274407, "grad_norm": 0.16373883187770844, "learning_rate": 7.822257454582049e-05, "loss": 0.0492, "relation_loss": 0.004679303127340972, "selected_pairs": 27266.0, "state_query_norm": 43.80197944641113, "state_relation_loss": 0.0002824466559104621, "step": 10310, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.004679303127340972, "weighted_relation_loss": 0.004679303127340972 }, { "action_query_norm": 42.806786346435544, "action_relation_loss": 0.004463608469814062, "auxiliary_loss_weight": 1.0, "epoch": 9.653882132834426, "flow_matching_loss": 0.04156087003648281, "grad_norm": 0.17781062424182892, "learning_rate": 7.817706129134363e-05, "loss": 0.0463, "relation_loss": 0.004748366726562381, "selected_pairs": 26299.1, "state_query_norm": 43.80660896301269, "state_relation_loss": 0.00028475824947236104, "step": 10320, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.004748366726562381, "weighted_relation_loss": 0.004748366726562381 }, { "action_query_norm": 42.76921768188477, "action_relation_loss": 0.004443688318133354, "auxiliary_loss_weight": 1.0, "epoch": 9.663236669784846, "flow_matching_loss": 0.04381221905350685, "grad_norm": 0.1817813515663147, "learning_rate": 7.813151379908036e-05, "loss": 0.0485, "relation_loss": 0.004728380544111133, "selected_pairs": 27251.1, "state_query_norm": 43.80030632019043, "state_relation_loss": 0.0002846922288881615, "step": 10330, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.004728380544111133, "weighted_relation_loss": 0.004728380544111133 }, { "action_query_norm": 42.78659782409668, "action_relation_loss": 0.00433144005946815, "auxiliary_loss_weight": 1.0, "epoch": 9.672591206735266, "flow_matching_loss": 0.04170345515012741, "grad_norm": 0.1488935649394989, "learning_rate": 7.808593212437523e-05, "loss": 0.0463, "relation_loss": 0.004626624472439289, "selected_pairs": 27365.9, "state_query_norm": 43.81595993041992, "state_relation_loss": 0.0002951843984192237, "step": 10340, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.004626624472439289, "weighted_relation_loss": 0.004626624472439289 }, { "action_query_norm": 42.768608474731444, "action_relation_loss": 0.004352360125631094, "auxiliary_loss_weight": 1.0, "epoch": 9.681945743685688, "flow_matching_loss": 0.04124853052198887, "grad_norm": 0.11880116164684296, "learning_rate": 7.804031632261421e-05, "loss": 0.0459, "relation_loss": 0.004650145908817649, "selected_pairs": 25797.4, "state_query_norm": 43.79492378234863, "state_relation_loss": 0.00029778569878544656, "step": 10350, "valid_action_samples": 227.6, "weighted_auxiliary_loss": 0.004650145908817649, "weighted_relation_loss": 0.004650145908817649 }, { "action_query_norm": 42.79274711608887, "action_relation_loss": 0.0041416778229177, "auxiliary_loss_weight": 1.0, "epoch": 9.691300280636108, "flow_matching_loss": 0.04387366473674774, "grad_norm": 0.1321437507867813, "learning_rate": 7.799466644922484e-05, "loss": 0.0483, "relation_loss": 0.004409707523882389, "selected_pairs": 26994.8, "state_query_norm": 43.80315742492676, "state_relation_loss": 0.0002680297155166045, "step": 10360, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004409707523882389, "weighted_relation_loss": 0.004409707523882389 }, { "action_query_norm": 42.76879997253418, "action_relation_loss": 0.004134837444871664, "auxiliary_loss_weight": 1.0, "epoch": 9.70065481758653, "flow_matching_loss": 0.04159581698477268, "grad_norm": 0.15790429711341858, "learning_rate": 7.794898255967602e-05, "loss": 0.046, "relation_loss": 0.0043961668852716684, "selected_pairs": 26622.7, "state_query_norm": 43.803399658203126, "state_relation_loss": 0.00026132943603442984, "step": 10370, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0043961668852716684, "weighted_relation_loss": 0.0043961668852716684 }, { "action_query_norm": 42.76380386352539, "action_relation_loss": 0.0044529679464176295, "auxiliary_loss_weight": 1.0, "epoch": 9.71000935453695, "flow_matching_loss": 0.043109501525759694, "grad_norm": 0.1264084428548813, "learning_rate": 7.790326470947795e-05, "loss": 0.0478, "relation_loss": 0.004712895583361387, "selected_pairs": 27182.3, "state_query_norm": 43.79126052856445, "state_relation_loss": 0.0002599276413093321, "step": 10380, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.004712895583361387, "weighted_relation_loss": 0.004712895583361387 }, { "action_query_norm": 42.759425735473634, "action_relation_loss": 0.004239356378093362, "auxiliary_loss_weight": 1.0, "epoch": 9.71936389148737, "flow_matching_loss": 0.04218449965119362, "grad_norm": 0.1374433934688568, "learning_rate": 7.785751295418217e-05, "loss": 0.0467, "relation_loss": 0.004507356556132436, "selected_pairs": 27687.7, "state_query_norm": 43.78810157775879, "state_relation_loss": 0.00026800015039043503, "step": 10390, "valid_action_samples": 235.8, "weighted_auxiliary_loss": 0.004507356556132436, "weighted_relation_loss": 0.004507356556132436 }, { "action_query_norm": 42.75069007873535, "action_relation_loss": 0.004328173818066716, "auxiliary_loss_weight": 1.0, "epoch": 9.728718428437793, "flow_matching_loss": 0.04122941456735134, "grad_norm": 0.16447806358337402, "learning_rate": 7.781172734938136e-05, "loss": 0.0458, "relation_loss": 0.004582772636786104, "selected_pairs": 26716.3, "state_query_norm": 43.793372344970706, "state_relation_loss": 0.0002545988303609192, "step": 10400, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.004582772636786104, "weighted_relation_loss": 0.004582772636786104 }, { "action_query_norm": 42.75471305847168, "action_relation_loss": 0.004117040918208659, "auxiliary_loss_weight": 1.0, "epoch": 9.738072965388213, "flow_matching_loss": 0.04108301028609276, "grad_norm": 0.11893278360366821, "learning_rate": 7.776590795070933e-05, "loss": 0.0455, "relation_loss": 0.004382959986105561, "selected_pairs": 26946.6, "state_query_norm": 43.78115234375, "state_relation_loss": 0.0002659190431586467, "step": 10410, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.004382959986105561, "weighted_relation_loss": 0.004382959986105561 }, { "action_query_norm": 42.75924186706543, "action_relation_loss": 0.004039914370514453, "auxiliary_loss_weight": 1.0, "epoch": 9.747427502338635, "flow_matching_loss": 0.04109371416270733, "grad_norm": 0.15005788207054138, "learning_rate": 7.772005481384099e-05, "loss": 0.0454, "relation_loss": 0.00430756420828402, "selected_pairs": 26877.7, "state_query_norm": 43.792313766479495, "state_relation_loss": 0.00026764985523186624, "step": 10420, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00430756420828402, "weighted_relation_loss": 0.00430756420828402 }, { "action_query_norm": 42.75942535400391, "action_relation_loss": 0.004191679111681878, "auxiliary_loss_weight": 1.0, "epoch": 9.756782039289055, "flow_matching_loss": 0.040294500067830086, "grad_norm": 0.1391831636428833, "learning_rate": 7.767416799449223e-05, "loss": 0.0447, "relation_loss": 0.004445119621232152, "selected_pairs": 26782.8, "state_query_norm": 43.78228950500488, "state_relation_loss": 0.00025344042805954816, "step": 10430, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.004445119621232152, "weighted_relation_loss": 0.004445119621232152 }, { "action_query_norm": 42.730506896972656, "action_relation_loss": 0.004209901811555028, "auxiliary_loss_weight": 1.0, "epoch": 9.766136576239477, "flow_matching_loss": 0.04058828186243772, "grad_norm": 0.15555165708065033, "learning_rate": 7.762824754841984e-05, "loss": 0.0451, "relation_loss": 0.0044773325324058534, "selected_pairs": 27200.9, "state_query_norm": 43.78750801086426, "state_relation_loss": 0.00026743074849946427, "step": 10440, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0044773325324058534, "weighted_relation_loss": 0.0044773325324058534 }, { "action_query_norm": 42.718492889404295, "action_relation_loss": 0.004047039919532836, "auxiliary_loss_weight": 1.0, "epoch": 9.775491113189897, "flow_matching_loss": 0.04168836250901222, "grad_norm": 0.1303788721561432, "learning_rate": 7.758229353142152e-05, "loss": 0.046, "relation_loss": 0.004325089487247169, "selected_pairs": 27150.5, "state_query_norm": 43.78758850097656, "state_relation_loss": 0.00027804953278973696, "step": 10450, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.004325089487247169, "weighted_relation_loss": 0.004325089487247169 }, { "action_query_norm": 42.73207740783691, "action_relation_loss": 0.004216941655613482, "auxiliary_loss_weight": 1.0, "epoch": 9.784845650140317, "flow_matching_loss": 0.04007614925503731, "grad_norm": 0.14466513693332672, "learning_rate": 7.753630599933572e-05, "loss": 0.0445, "relation_loss": 0.00447176790330559, "selected_pairs": 26671.7, "state_query_norm": 43.778154373168945, "state_relation_loss": 0.00025482621131232006, "step": 10460, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.00447176790330559, "weighted_relation_loss": 0.00447176790330559 }, { "action_query_norm": 42.73256645202637, "action_relation_loss": 0.004107381450012326, "auxiliary_loss_weight": 1.0, "epoch": 9.79420018709074, "flow_matching_loss": 0.04200241528451443, "grad_norm": 0.12192001938819885, "learning_rate": 7.749028500804161e-05, "loss": 0.0464, "relation_loss": 0.004367510322481394, "selected_pairs": 27389.4, "state_query_norm": 43.795684814453125, "state_relation_loss": 0.00026012885064119473, "step": 10470, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.004367510322481394, "weighted_relation_loss": 0.004367510322481394 }, { "action_query_norm": 42.73618087768555, "action_relation_loss": 0.004131031036376953, "auxiliary_loss_weight": 1.0, "epoch": 9.80355472404116, "flow_matching_loss": 0.04178224727511406, "grad_norm": 0.11753581464290619, "learning_rate": 7.744423061345906e-05, "loss": 0.0462, "relation_loss": 0.004380707838572561, "selected_pairs": 27174.5, "state_query_norm": 43.78521575927734, "state_relation_loss": 0.00024967679928522557, "step": 10480, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.004380707838572561, "weighted_relation_loss": 0.004380707838572561 }, { "action_query_norm": 42.73416328430176, "action_relation_loss": 0.004070009500719607, "auxiliary_loss_weight": 1.0, "epoch": 9.812909260991582, "flow_matching_loss": 0.04105192497372627, "grad_norm": 0.12060369551181793, "learning_rate": 7.73981428715485e-05, "loss": 0.0454, "relation_loss": 0.004325189301744104, "selected_pairs": 26873.1, "state_query_norm": 43.77817306518555, "state_relation_loss": 0.0002551798170316033, "step": 10490, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.004325189301744104, "weighted_relation_loss": 0.004325189301744104 }, { "action_query_norm": 42.746969604492186, "action_relation_loss": 0.00427303109318018, "auxiliary_loss_weight": 1.0, "epoch": 9.822263797942002, "flow_matching_loss": 0.04318785779178143, "grad_norm": 0.17213964462280273, "learning_rate": 7.735202183831085e-05, "loss": 0.0477, "relation_loss": 0.004532286804169417, "selected_pairs": 27359.2, "state_query_norm": 43.78772392272949, "state_relation_loss": 0.0002592557677417062, "step": 10500, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.004532286804169417, "weighted_relation_loss": 0.004532286804169417 }, { "action_query_norm": 42.72409248352051, "action_relation_loss": 0.004252314288169146, "auxiliary_loss_weight": 1.0, "epoch": 9.831618334892422, "flow_matching_loss": 0.0409439317882061, "grad_norm": 0.14112365245819092, "learning_rate": 7.730586756978757e-05, "loss": 0.0454, "relation_loss": 0.004505132697522641, "selected_pairs": 26695.9, "state_query_norm": 43.77989654541015, "state_relation_loss": 0.0002528184064431116, "step": 10510, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.004505132697522641, "weighted_relation_loss": 0.004505132697522641 }, { "action_query_norm": 42.697439956665036, "action_relation_loss": 0.004246857319958508, "auxiliary_loss_weight": 1.0, "epoch": 9.840972871842844, "flow_matching_loss": 0.039973160997033116, "grad_norm": 0.1043865829706192, "learning_rate": 7.72596801220604e-05, "loss": 0.0445, "relation_loss": 0.0045229494106024505, "selected_pairs": 27227.3, "state_query_norm": 43.77484283447266, "state_relation_loss": 0.00027609207900241016, "step": 10520, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0045229494106024505, "weighted_relation_loss": 0.0045229494106024505 }, { "action_query_norm": 42.71171226501465, "action_relation_loss": 0.004170241486281157, "auxiliary_loss_weight": 1.0, "epoch": 9.850327408793264, "flow_matching_loss": 0.04092327244579792, "grad_norm": 0.14965088665485382, "learning_rate": 7.721345955125147e-05, "loss": 0.0454, "relation_loss": 0.0044422589242458345, "selected_pairs": 27309.7, "state_query_norm": 43.7708553314209, "state_relation_loss": 0.0002720174306887202, "step": 10530, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0044422589242458345, "weighted_relation_loss": 0.0044422589242458345 }, { "action_query_norm": 42.71886215209961, "action_relation_loss": 0.004237601184286177, "auxiliary_loss_weight": 1.0, "epoch": 9.859681945743686, "flow_matching_loss": 0.0386045578867197, "grad_norm": 0.09903240948915482, "learning_rate": 7.71672059135231e-05, "loss": 0.0431, "relation_loss": 0.004532198561355472, "selected_pairs": 26618.8, "state_query_norm": 43.763519287109375, "state_relation_loss": 0.000294597442552913, "step": 10540, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.004532198561355472, "weighted_relation_loss": 0.004532198561355472 }, { "action_query_norm": 42.71483459472656, "action_relation_loss": 0.004252003226429224, "auxiliary_loss_weight": 1.0, "epoch": 9.869036482694106, "flow_matching_loss": 0.04303879551589489, "grad_norm": 0.10589133203029633, "learning_rate": 7.712091926507787e-05, "loss": 0.0476, "relation_loss": 0.004534424096345901, "selected_pairs": 27201.6, "state_query_norm": 43.76914978027344, "state_relation_loss": 0.00028242100670468063, "step": 10550, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.004534424096345901, "weighted_relation_loss": 0.004534424096345901 }, { "action_query_norm": 42.71662979125976, "action_relation_loss": 0.004044552682898939, "auxiliary_loss_weight": 1.0, "epoch": 9.878391019644528, "flow_matching_loss": 0.03880609460175037, "grad_norm": 0.11569442600011826, "learning_rate": 7.70745996621584e-05, "loss": 0.0431, "relation_loss": 0.0043163958471268415, "selected_pairs": 26745.2, "state_query_norm": 43.762398910522464, "state_relation_loss": 0.0002718431642279029, "step": 10560, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0043163958471268415, "weighted_relation_loss": 0.0043163958471268415 }, { "action_query_norm": 42.70237503051758, "action_relation_loss": 0.00422780318185687, "auxiliary_loss_weight": 1.0, "epoch": 9.887745556594949, "flow_matching_loss": 0.040765869244933126, "grad_norm": 0.1293005645275116, "learning_rate": 7.702824716104735e-05, "loss": 0.0452, "relation_loss": 0.004482174338772893, "selected_pairs": 26614.4, "state_query_norm": 43.77906036376953, "state_relation_loss": 0.0002543711452744901, "step": 10570, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.004482174338772893, "weighted_relation_loss": 0.004482174338772893 }, { "action_query_norm": 42.70243034362793, "action_relation_loss": 0.003976036491803825, "auxiliary_loss_weight": 1.0, "epoch": 9.897100093545369, "flow_matching_loss": 0.042002249509096146, "grad_norm": 0.11708196252584457, "learning_rate": 7.698186181806743e-05, "loss": 0.0462, "relation_loss": 0.004223417001776397, "selected_pairs": 26298.9, "state_query_norm": 43.77141151428223, "state_relation_loss": 0.00024738051142776386, "step": 10580, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.004223417001776397, "weighted_relation_loss": 0.004223417001776397 }, { "action_query_norm": 42.69042854309082, "action_relation_loss": 0.004283651942387223, "auxiliary_loss_weight": 1.0, "epoch": 9.90645463049579, "flow_matching_loss": 0.04135846346616745, "grad_norm": 0.12242907285690308, "learning_rate": 7.693544368958116e-05, "loss": 0.0459, "relation_loss": 0.004525176947936416, "selected_pairs": 26553.1, "state_query_norm": 43.76890106201172, "state_relation_loss": 0.00024152491823770106, "step": 10590, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.004525176947936416, "weighted_relation_loss": 0.004525176947936416 }, { "action_query_norm": 42.683020401000974, "action_relation_loss": 0.004192743636667729, "auxiliary_loss_weight": 1.0, "epoch": 9.915809167446211, "flow_matching_loss": 0.04195283465087414, "grad_norm": 0.0949411615729332, "learning_rate": 7.688899283199096e-05, "loss": 0.0464, "relation_loss": 0.004446094855666161, "selected_pairs": 26923.4, "state_query_norm": 43.76077499389648, "state_relation_loss": 0.00025335123063996434, "step": 10600, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004446094855666161, "weighted_relation_loss": 0.004446094855666161 }, { "action_query_norm": 42.69474220275879, "action_relation_loss": 0.004226749762892723, "auxiliary_loss_weight": 1.0, "epoch": 9.925163704396633, "flow_matching_loss": 0.0411827553063631, "grad_norm": 0.12707768380641937, "learning_rate": 7.684250930173901e-05, "loss": 0.0457, "relation_loss": 0.00449319239705801, "selected_pairs": 26340.3, "state_query_norm": 43.76073455810547, "state_relation_loss": 0.00026644266763469203, "step": 10610, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.00449319239705801, "weighted_relation_loss": 0.00449319239705801 }, { "action_query_norm": 42.70837326049805, "action_relation_loss": 0.0041118782944977285, "auxiliary_loss_weight": 1.0, "epoch": 9.934518241347053, "flow_matching_loss": 0.04235273562371731, "grad_norm": 0.10269718617200851, "learning_rate": 7.679599315530718e-05, "loss": 0.0467, "relation_loss": 0.004391689482145011, "selected_pairs": 26771.3, "state_query_norm": 43.76316833496094, "state_relation_loss": 0.00027981118764728306, "step": 10620, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.004391689482145011, "weighted_relation_loss": 0.004391689482145011 }, { "action_query_norm": 42.66003646850586, "action_relation_loss": 0.004070205101743341, "auxiliary_loss_weight": 1.0, "epoch": 9.943872778297475, "flow_matching_loss": 0.04218262620270252, "grad_norm": 0.1220046728849411, "learning_rate": 7.674944444921695e-05, "loss": 0.0465, "relation_loss": 0.0043249648530036214, "selected_pairs": 26344.7, "state_query_norm": 43.75275421142578, "state_relation_loss": 0.00025475982401985676, "step": 10630, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0043249648530036214, "weighted_relation_loss": 0.0043249648530036214 }, { "action_query_norm": 42.68260307312012, "action_relation_loss": 0.0041212357580661775, "auxiliary_loss_weight": 1.0, "epoch": 9.953227315247895, "flow_matching_loss": 0.03937334381043911, "grad_norm": 0.09660127758979797, "learning_rate": 7.670286324002944e-05, "loss": 0.0437, "relation_loss": 0.004373274836689233, "selected_pairs": 27124.6, "state_query_norm": 43.75393218994141, "state_relation_loss": 0.0002520390655263327, "step": 10640, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.004373274836689233, "weighted_relation_loss": 0.004373274836689233 }, { "action_query_norm": 42.66484184265137, "action_relation_loss": 0.004257298982702195, "auxiliary_loss_weight": 1.0, "epoch": 9.962581852198316, "flow_matching_loss": 0.040782219171524046, "grad_norm": 0.13911551237106323, "learning_rate": 7.665624958434514e-05, "loss": 0.0453, "relation_loss": 0.0045071737840771675, "selected_pairs": 26850.8, "state_query_norm": 43.75753669738769, "state_relation_loss": 0.0002498747708159499, "step": 10650, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0045071737840771675, "weighted_relation_loss": 0.0045071737840771675 }, { "action_query_norm": 42.67475280761719, "action_relation_loss": 0.004266744758933782, "auxiliary_loss_weight": 1.0, "epoch": 9.971936389148738, "flow_matching_loss": 0.04190982393920421, "grad_norm": 0.1309448480606079, "learning_rate": 7.66096035388041e-05, "loss": 0.0464, "relation_loss": 0.004515205137431621, "selected_pairs": 27058.9, "state_query_norm": 43.757833099365236, "state_relation_loss": 0.0002484603566699661, "step": 10660, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.004515205137431621, "weighted_relation_loss": 0.004515205137431621 }, { "action_query_norm": 42.66763038635254, "action_relation_loss": 0.0042975931894034146, "auxiliary_loss_weight": 1.0, "epoch": 9.981290926099158, "flow_matching_loss": 0.040353655070066455, "grad_norm": 0.11679382622241974, "learning_rate": 7.656292516008563e-05, "loss": 0.0449, "relation_loss": 0.004545724717900157, "selected_pairs": 25962.6, "state_query_norm": 43.75206451416015, "state_relation_loss": 0.00024813152122078465, "step": 10670, "valid_action_samples": 228.3, "weighted_auxiliary_loss": 0.004545724717900157, "weighted_relation_loss": 0.004545724717900157 }, { "action_query_norm": 42.680423736572266, "action_relation_loss": 0.004010506812483073, "auxiliary_loss_weight": 1.0, "epoch": 9.99064546304958, "flow_matching_loss": 0.04111814796924591, "grad_norm": 0.10590868443250656, "learning_rate": 7.651621450490837e-05, "loss": 0.0454, "relation_loss": 0.004256102326326072, "selected_pairs": 27103.3, "state_query_norm": 43.74783058166504, "state_relation_loss": 0.0002455954396282323, "step": 10680, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.004256102326326072, "weighted_relation_loss": 0.004256102326326072 }, { "action_query_norm": 42.66926918029785, "action_relation_loss": 0.0039207364432513716, "auxiliary_loss_weight": 1.0, "epoch": 10.0, "flow_matching_loss": 0.040429700165987015, "grad_norm": 0.22839227318763733, "learning_rate": 7.646947163003017e-05, "loss": 0.0446, "relation_loss": 0.004161565494723618, "selected_pairs": 23529.8, "state_query_norm": 43.74670906066895, "state_relation_loss": 0.0002408290223684162, "step": 10690, "valid_action_samples": 210.5, "weighted_auxiliary_loss": 0.004161565494723618, "weighted_relation_loss": 0.004161565494723618 }, { "action_query_norm": 42.673394775390626, "action_relation_loss": 0.0037463878747075797, "auxiliary_loss_weight": 1.0, "epoch": 10.00935453695042, "flow_matching_loss": 0.03678142558783293, "grad_norm": 0.11696640402078629, "learning_rate": 7.642269659224803e-05, "loss": 0.0408, "relation_loss": 0.003999861888587475, "selected_pairs": 27135.3, "state_query_norm": 43.752266311645506, "state_relation_loss": 0.0002534740357077681, "step": 10700, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.003999861888587475, "weighted_relation_loss": 0.003999861888587475 }, { "action_query_norm": 42.660757064819336, "action_relation_loss": 0.0038866572314873336, "auxiliary_loss_weight": 1.0, "epoch": 10.018709073900842, "flow_matching_loss": 0.0387756172567606, "grad_norm": 0.11891204118728638, "learning_rate": 7.637588944839803e-05, "loss": 0.0429, "relation_loss": 0.004127214872278273, "selected_pairs": 26921.8, "state_query_norm": 43.73726615905762, "state_relation_loss": 0.00024055765097728, "step": 10710, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004127214872278273, "weighted_relation_loss": 0.004127214872278273 }, { "action_query_norm": 42.6497314453125, "action_relation_loss": 0.003794079879298806, "auxiliary_loss_weight": 1.0, "epoch": 10.028063610851262, "flow_matching_loss": 0.03777414746582508, "grad_norm": 0.1098790243268013, "learning_rate": 7.632905025535528e-05, "loss": 0.0418, "relation_loss": 0.004043947020545602, "selected_pairs": 26046.4, "state_query_norm": 43.73707313537598, "state_relation_loss": 0.0002498671630746685, "step": 10720, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.004043947020545602, "weighted_relation_loss": 0.004043947020545602 }, { "action_query_norm": 42.6587776184082, "action_relation_loss": 0.003977627912536264, "auxiliary_loss_weight": 1.0, "epoch": 10.037418147801684, "flow_matching_loss": 0.03830584585666656, "grad_norm": 0.12396496534347534, "learning_rate": 7.628217907003378e-05, "loss": 0.0425, "relation_loss": 0.004238005820661783, "selected_pairs": 26847.7, "state_query_norm": 43.74082145690918, "state_relation_loss": 0.00026037790230475365, "step": 10730, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.004238005820661783, "weighted_relation_loss": 0.004238005820661783 }, { "action_query_norm": 42.6450080871582, "action_relation_loss": 0.0038903277600184083, "auxiliary_loss_weight": 1.0, "epoch": 10.046772684752105, "flow_matching_loss": 0.04041842967271805, "grad_norm": 0.10513374209403992, "learning_rate": 7.623527594938649e-05, "loss": 0.0446, "relation_loss": 0.004153427411802113, "selected_pairs": 26786.3, "state_query_norm": 43.74650192260742, "state_relation_loss": 0.00026309972017770635, "step": 10740, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.004153427411802113, "weighted_relation_loss": 0.004153427411802113 }, { "action_query_norm": 42.64039421081543, "action_relation_loss": 0.0038729713298380373, "auxiliary_loss_weight": 1.0, "epoch": 10.056127221702527, "flow_matching_loss": 0.03814585693180561, "grad_norm": 0.10992752760648727, "learning_rate": 7.618834095040509e-05, "loss": 0.0423, "relation_loss": 0.00413621524348855, "selected_pairs": 26896.0, "state_query_norm": 43.74156150817871, "state_relation_loss": 0.0002632439369335771, "step": 10750, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.00413621524348855, "weighted_relation_loss": 0.00413621524348855 }, { "action_query_norm": 42.62705268859863, "action_relation_loss": 0.0038443847559392454, "auxiliary_loss_weight": 1.0, "epoch": 10.065481758652947, "flow_matching_loss": 0.038378430902957915, "grad_norm": 0.1497085690498352, "learning_rate": 7.614137413012e-05, "loss": 0.0425, "relation_loss": 0.004103823332116008, "selected_pairs": 27458.3, "state_query_norm": 43.7304801940918, "state_relation_loss": 0.0002594385819975287, "step": 10760, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.004103823332116008, "weighted_relation_loss": 0.004103823332116008 }, { "action_query_norm": 42.66132431030273, "action_relation_loss": 0.004011736460961401, "auxiliary_loss_weight": 1.0, "epoch": 10.074836295603367, "flow_matching_loss": 0.04266808480024338, "grad_norm": 0.10288290679454803, "learning_rate": 7.609437554560042e-05, "loss": 0.0469, "relation_loss": 0.0042700625490397215, "selected_pairs": 26650.3, "state_query_norm": 43.73513298034668, "state_relation_loss": 0.00025832615938270465, "step": 10770, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0042700625490397215, "weighted_relation_loss": 0.0042700625490397215 }, { "action_query_norm": 42.6436580657959, "action_relation_loss": 0.0038731839507818223, "auxiliary_loss_weight": 1.0, "epoch": 10.084190832553789, "flow_matching_loss": 0.04024676457047462, "grad_norm": 0.11455005407333374, "learning_rate": 7.604734525395398e-05, "loss": 0.0444, "relation_loss": 0.004109698208048939, "selected_pairs": 26591.3, "state_query_norm": 43.73085708618164, "state_relation_loss": 0.00023651422379771246, "step": 10780, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.004109698208048939, "weighted_relation_loss": 0.004109698208048939 }, { "action_query_norm": 42.65212821960449, "action_relation_loss": 0.003955822624266148, "auxiliary_loss_weight": 1.0, "epoch": 10.09354536950421, "flow_matching_loss": 0.03932825550436973, "grad_norm": 0.11649639159440994, "learning_rate": 7.600028331232699e-05, "loss": 0.0435, "relation_loss": 0.004210053128190339, "selected_pairs": 26884.9, "state_query_norm": 43.73414344787598, "state_relation_loss": 0.00025423051265534015, "step": 10790, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.004210053128190339, "weighted_relation_loss": 0.004210053128190339 }, { "action_query_norm": 42.63546867370606, "action_relation_loss": 0.004184771445579827, "auxiliary_loss_weight": 1.0, "epoch": 10.102899906454631, "flow_matching_loss": 0.04183328971266746, "grad_norm": 0.11281179636716843, "learning_rate": 7.595318977790408e-05, "loss": 0.0463, "relation_loss": 0.004426701040938496, "selected_pairs": 27106.9, "state_query_norm": 43.73264656066895, "state_relation_loss": 0.00024192963901441543, "step": 10800, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.004426701040938496, "weighted_relation_loss": 0.004426701040938496 }, { "action_query_norm": 42.60693244934082, "action_relation_loss": 0.004093350027687848, "auxiliary_loss_weight": 1.0, "epoch": 10.112254443405051, "flow_matching_loss": 0.0383406724780798, "grad_norm": 0.1612478792667389, "learning_rate": 7.590606470790836e-05, "loss": 0.0427, "relation_loss": 0.004341133730486035, "selected_pairs": 26969.6, "state_query_norm": 43.728563690185545, "state_relation_loss": 0.0002477837100741453, "step": 10810, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.004341133730486035, "weighted_relation_loss": 0.004341133730486035 }, { "action_query_norm": 42.63794860839844, "action_relation_loss": 0.0038950821151956918, "auxiliary_loss_weight": 1.0, "epoch": 10.121608980355472, "flow_matching_loss": 0.04084248393774033, "grad_norm": 0.19911807775497437, "learning_rate": 7.585890815960125e-05, "loss": 0.045, "relation_loss": 0.004145640996284783, "selected_pairs": 27032.6, "state_query_norm": 43.7252197265625, "state_relation_loss": 0.0002505588956410065, "step": 10820, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004145640996284783, "weighted_relation_loss": 0.004145640996284783 }, { "action_query_norm": 42.60751876831055, "action_relation_loss": 0.003902742499485612, "auxiliary_loss_weight": 1.0, "epoch": 10.130963517305894, "flow_matching_loss": 0.03854049816727638, "grad_norm": 0.17376025021076202, "learning_rate": 7.581172019028238e-05, "loss": 0.0427, "relation_loss": 0.004145219596102834, "selected_pairs": 27123.2, "state_query_norm": 43.72225685119629, "state_relation_loss": 0.00024247711553471163, "step": 10830, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.004145219596102834, "weighted_relation_loss": 0.004145219596102834 }, { "action_query_norm": 42.57868194580078, "action_relation_loss": 0.00417117727920413, "auxiliary_loss_weight": 1.0, "epoch": 10.140318054256314, "flow_matching_loss": 0.041412489116191865, "grad_norm": 0.13195113837718964, "learning_rate": 7.576450085728959e-05, "loss": 0.0458, "relation_loss": 0.004411392053589225, "selected_pairs": 27161.6, "state_query_norm": 43.727803802490236, "state_relation_loss": 0.00024021476274356247, "step": 10840, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.004411392053589225, "weighted_relation_loss": 0.004411392053589225 }, { "action_query_norm": 42.620396041870116, "action_relation_loss": 0.003825902845710516, "auxiliary_loss_weight": 1.0, "epoch": 10.149672591206736, "flow_matching_loss": 0.03971050754189491, "grad_norm": 0.1317906230688095, "learning_rate": 7.571725021799885e-05, "loss": 0.0438, "relation_loss": 0.004074063058942557, "selected_pairs": 27010.4, "state_query_norm": 43.71568145751953, "state_relation_loss": 0.0002481602248735726, "step": 10850, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.004074063058942557, "weighted_relation_loss": 0.004074063058942557 }, { "action_query_norm": 42.63962821960449, "action_relation_loss": 0.004042672575451434, "auxiliary_loss_weight": 1.0, "epoch": 10.159027128157156, "flow_matching_loss": 0.03955089710652828, "grad_norm": 0.14057163894176483, "learning_rate": 7.566996832982409e-05, "loss": 0.0438, "relation_loss": 0.0042820533504709605, "selected_pairs": 26663.3, "state_query_norm": 43.718742752075194, "state_relation_loss": 0.0002393807328189723, "step": 10860, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0042820533504709605, "weighted_relation_loss": 0.0042820533504709605 }, { "action_query_norm": 42.617667007446286, "action_relation_loss": 0.003943368582986296, "auxiliary_loss_weight": 1.0, "epoch": 10.168381665107578, "flow_matching_loss": 0.03667128644883633, "grad_norm": 0.12333831191062927, "learning_rate": 7.56226552502173e-05, "loss": 0.0408, "relation_loss": 0.004177195369265974, "selected_pairs": 26916.8, "state_query_norm": 43.719977951049806, "state_relation_loss": 0.00023382674116874115, "step": 10870, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004177195369265974, "weighted_relation_loss": 0.004177195369265974 }, { "action_query_norm": 42.61392250061035, "action_relation_loss": 0.0040694852359592915, "auxiliary_loss_weight": 1.0, "epoch": 10.177736202057998, "flow_matching_loss": 0.03921726904809475, "grad_norm": 0.12439458072185516, "learning_rate": 7.557531103666833e-05, "loss": 0.0435, "relation_loss": 0.0043186625000089405, "selected_pairs": 26753.4, "state_query_norm": 43.71254692077637, "state_relation_loss": 0.0002491772567736916, "step": 10880, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0043186625000089405, "weighted_relation_loss": 0.0043186625000089405 }, { "action_query_norm": 42.63844528198242, "action_relation_loss": 0.0038025174057111145, "auxiliary_loss_weight": 1.0, "epoch": 10.187090739008418, "flow_matching_loss": 0.03986913152039051, "grad_norm": 0.12693193554878235, "learning_rate": 7.552793574670485e-05, "loss": 0.0439, "relation_loss": 0.0040620154235512015, "selected_pairs": 27129.9, "state_query_norm": 43.72552261352539, "state_relation_loss": 0.00025949806004064155, "step": 10890, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0040620154235512015, "weighted_relation_loss": 0.0040620154235512015 }, { "action_query_norm": 42.64218635559082, "action_relation_loss": 0.003871276346035302, "auxiliary_loss_weight": 1.0, "epoch": 10.19644527595884, "flow_matching_loss": 0.04173144213855266, "grad_norm": 0.132273331284523, "learning_rate": 7.54805294378923e-05, "loss": 0.0459, "relation_loss": 0.004122107545845211, "selected_pairs": 27207.3, "state_query_norm": 43.70915184020996, "state_relation_loss": 0.00025083119689952584, "step": 10900, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.004122107545845211, "weighted_relation_loss": 0.004122107545845211 }, { "action_query_norm": 42.60288963317871, "action_relation_loss": 0.004026259714737535, "auxiliary_loss_weight": 1.0, "epoch": 10.20579981290926, "flow_matching_loss": 0.04143388010561466, "grad_norm": 0.15402653813362122, "learning_rate": 7.543309216783384e-05, "loss": 0.0457, "relation_loss": 0.004262605123221875, "selected_pairs": 27387.4, "state_query_norm": 43.7215934753418, "state_relation_loss": 0.0002363454390433617, "step": 10910, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.004262605123221875, "weighted_relation_loss": 0.004262605123221875 }, { "action_query_norm": 42.629281997680664, "action_relation_loss": 0.0037761081708595156, "auxiliary_loss_weight": 1.0, "epoch": 10.215154349859683, "flow_matching_loss": 0.039451354369521144, "grad_norm": 0.14059874415397644, "learning_rate": 7.53856239941702e-05, "loss": 0.0435, "relation_loss": 0.004014265979640186, "selected_pairs": 26578.0, "state_query_norm": 43.70568008422852, "state_relation_loss": 0.00023815780150471255, "step": 10920, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.004014265979640186, "weighted_relation_loss": 0.004014265979640186 }, { "action_query_norm": 42.62460021972656, "action_relation_loss": 0.003982979175634682, "auxiliary_loss_weight": 1.0, "epoch": 10.224508886810103, "flow_matching_loss": 0.04004985503852367, "grad_norm": 0.12248000502586365, "learning_rate": 7.533812497457972e-05, "loss": 0.0443, "relation_loss": 0.004238756443373859, "selected_pairs": 26759.7, "state_query_norm": 43.706179809570315, "state_relation_loss": 0.000255777218262665, "step": 10930, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.004238756443373859, "weighted_relation_loss": 0.004238756443373859 }, { "action_query_norm": 42.58618812561035, "action_relation_loss": 0.0038787663681432603, "auxiliary_loss_weight": 1.0, "epoch": 10.233863423760523, "flow_matching_loss": 0.03962991535663605, "grad_norm": 0.14201046526432037, "learning_rate": 7.529059516677814e-05, "loss": 0.0438, "relation_loss": 0.004120836965739727, "selected_pairs": 27034.5, "state_query_norm": 43.70640983581543, "state_relation_loss": 0.000242070596141275, "step": 10940, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004120836965739727, "weighted_relation_loss": 0.004120836965739727 }, { "action_query_norm": 42.599521255493165, "action_relation_loss": 0.003983854781836271, "auxiliary_loss_weight": 1.0, "epoch": 10.243217960710945, "flow_matching_loss": 0.04074309021234512, "grad_norm": 0.13809539377689362, "learning_rate": 7.524303462851872e-05, "loss": 0.045, "relation_loss": 0.004228973714634776, "selected_pairs": 27127.5, "state_query_norm": 43.699554443359375, "state_relation_loss": 0.0002451189197017811, "step": 10950, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.004228973714634776, "weighted_relation_loss": 0.004228973714634776 }, { "action_query_norm": 42.62411003112793, "action_relation_loss": 0.00399454515427351, "auxiliary_loss_weight": 1.0, "epoch": 10.252572497661365, "flow_matching_loss": 0.04050636999309063, "grad_norm": 0.13255397975444794, "learning_rate": 7.519544341759192e-05, "loss": 0.0447, "relation_loss": 0.004241223866119981, "selected_pairs": 27010.5, "state_query_norm": 43.70036659240723, "state_relation_loss": 0.00024667871912242845, "step": 10960, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004241223866119981, "weighted_relation_loss": 0.004241223866119981 }, { "action_query_norm": 42.58299179077149, "action_relation_loss": 0.0039333835244178775, "auxiliary_loss_weight": 1.0, "epoch": 10.261927034611787, "flow_matching_loss": 0.040290015190839766, "grad_norm": 0.14270949363708496, "learning_rate": 7.514782159182562e-05, "loss": 0.0445, "relation_loss": 0.0041836870834231375, "selected_pairs": 26504.1, "state_query_norm": 43.6956901550293, "state_relation_loss": 0.0002503035590052605, "step": 10970, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0041836870834231375, "weighted_relation_loss": 0.0041836870834231375 }, { "action_query_norm": 42.59684791564941, "action_relation_loss": 0.00393531140871346, "auxiliary_loss_weight": 1.0, "epoch": 10.271281571562207, "flow_matching_loss": 0.041044576838612554, "grad_norm": 0.15059764683246613, "learning_rate": 7.510016920908481e-05, "loss": 0.0452, "relation_loss": 0.004167464561760426, "selected_pairs": 27034.4, "state_query_norm": 43.69803237915039, "state_relation_loss": 0.00023215320106828585, "step": 10980, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004167464561760426, "weighted_relation_loss": 0.004167464561760426 }, { "action_query_norm": 42.5934139251709, "action_relation_loss": 0.003894702484831214, "auxiliary_loss_weight": 1.0, "epoch": 10.28063610851263, "flow_matching_loss": 0.03963598236441612, "grad_norm": 0.13394778966903687, "learning_rate": 7.505248632727158e-05, "loss": 0.0438, "relation_loss": 0.004126827046275139, "selected_pairs": 26257.4, "state_query_norm": 43.69881935119629, "state_relation_loss": 0.000232124503236264, "step": 10990, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.004126827046275139, "weighted_relation_loss": 0.004126827046275139 }, { "action_query_norm": 42.570002746582034, "action_relation_loss": 0.003926285658963025, "auxiliary_loss_weight": 1.0, "epoch": 10.28999064546305, "flow_matching_loss": 0.0420623816549778, "grad_norm": 0.16183732450008392, "learning_rate": 7.50047730043252e-05, "loss": 0.0462, "relation_loss": 0.00417479791212827, "selected_pairs": 26094.0, "state_query_norm": 43.69133682250977, "state_relation_loss": 0.00024851224152371286, "step": 11000, "valid_action_samples": 228.9, "weighted_auxiliary_loss": 0.00417479791212827, "weighted_relation_loss": 0.00417479791212827 }, { "action_query_norm": 42.57895355224609, "action_relation_loss": 0.0038481988944113255, "auxiliary_loss_weight": 1.0, "epoch": 10.29934518241347, "flow_matching_loss": 0.03883303999900818, "grad_norm": 0.1304682195186615, "learning_rate": 7.495702929822183e-05, "loss": 0.0429, "relation_loss": 0.004087693290784955, "selected_pairs": 26578.5, "state_query_norm": 43.69822731018066, "state_relation_loss": 0.00023949438327690585, "step": 11010, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.004087693290784955, "weighted_relation_loss": 0.004087693290784955 }, { "action_query_norm": 42.58634948730469, "action_relation_loss": 0.004253161395899952, "auxiliary_loss_weight": 1.0, "epoch": 10.308699719363892, "flow_matching_loss": 0.03828379474580288, "grad_norm": 0.12221948802471161, "learning_rate": 7.490925526697455e-05, "loss": 0.0428, "relation_loss": 0.004509346280246973, "selected_pairs": 27011.2, "state_query_norm": 43.68860626220703, "state_relation_loss": 0.00025618485087761653, "step": 11020, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.004509346280246973, "weighted_relation_loss": 0.004509346280246973 }, { "action_query_norm": 42.549167251586915, "action_relation_loss": 0.0038879490457475185, "auxiliary_loss_weight": 1.0, "epoch": 10.318054256314312, "flow_matching_loss": 0.041597338393330574, "grad_norm": 0.12853145599365234, "learning_rate": 7.486145096863334e-05, "loss": 0.0458, "relation_loss": 0.004155722470022738, "selected_pairs": 27032.0, "state_query_norm": 43.684588241577146, "state_relation_loss": 0.00026777345628943295, "step": 11030, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.004155722470022738, "weighted_relation_loss": 0.004155722470022738 }, { "action_query_norm": 42.532950973510744, "action_relation_loss": 0.004047180619090795, "auxiliary_loss_weight": 1.0, "epoch": 10.327408793264734, "flow_matching_loss": 0.041412287205457685, "grad_norm": 0.1209360733628273, "learning_rate": 7.481361646128491e-05, "loss": 0.0457, "relation_loss": 0.004321592207998037, "selected_pairs": 26665.8, "state_query_norm": 43.676554107666014, "state_relation_loss": 0.0002744116573012434, "step": 11040, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.004321592207998037, "weighted_relation_loss": 0.004321592207998037 }, { "action_query_norm": 42.56552925109863, "action_relation_loss": 0.0038962622871622442, "auxiliary_loss_weight": 1.0, "epoch": 10.336763330215154, "flow_matching_loss": 0.042125994339585304, "grad_norm": 0.08398967236280441, "learning_rate": 7.476575180305271e-05, "loss": 0.0463, "relation_loss": 0.0041467079659923915, "selected_pairs": 27012.6, "state_query_norm": 43.6801399230957, "state_relation_loss": 0.00025044570356840267, "step": 11050, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0041467079659923915, "weighted_relation_loss": 0.0041467079659923915 }, { "action_query_norm": 42.57226028442383, "action_relation_loss": 0.004024270898662507, "auxiliary_loss_weight": 1.0, "epoch": 10.346117867165574, "flow_matching_loss": 0.03872951306402683, "grad_norm": 0.13818098604679108, "learning_rate": 7.471785705209682e-05, "loss": 0.043, "relation_loss": 0.004275072179734707, "selected_pairs": 26667.4, "state_query_norm": 43.685231399536136, "state_relation_loss": 0.0002508013538317755, "step": 11060, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.004275072179734707, "weighted_relation_loss": 0.004275072179734707 }, { "action_query_norm": 42.54271965026855, "action_relation_loss": 0.003887351485900581, "auxiliary_loss_weight": 1.0, "epoch": 10.355472404115996, "flow_matching_loss": 0.04150015339255333, "grad_norm": 0.15757544338703156, "learning_rate": 7.466993226661387e-05, "loss": 0.0456, "relation_loss": 0.0041450494667515155, "selected_pairs": 26899.9, "state_query_norm": 43.686234664916995, "state_relation_loss": 0.0002576979895820841, "step": 11070, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0041450494667515155, "weighted_relation_loss": 0.0041450494667515155 }, { "action_query_norm": 42.586029052734375, "action_relation_loss": 0.0040568435098975895, "auxiliary_loss_weight": 1.0, "epoch": 10.364826941066417, "flow_matching_loss": 0.04167223758995533, "grad_norm": 0.13074401021003723, "learning_rate": 7.462197750483699e-05, "loss": 0.046, "relation_loss": 0.004308830806985497, "selected_pairs": 27222.4, "state_query_norm": 43.67835998535156, "state_relation_loss": 0.00025198737275786696, "step": 11080, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.004308830806985497, "weighted_relation_loss": 0.004308830806985497 }, { "action_query_norm": 42.577070999145505, "action_relation_loss": 0.0038117868592962624, "auxiliary_loss_weight": 1.0, "epoch": 10.374181478016839, "flow_matching_loss": 0.03796698357909918, "grad_norm": 0.13533152639865875, "learning_rate": 7.457399282503574e-05, "loss": 0.042, "relation_loss": 0.004071207088418305, "selected_pairs": 27004.6, "state_query_norm": 43.67687454223633, "state_relation_loss": 0.00025942025386029857, "step": 11090, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.004071207088418305, "weighted_relation_loss": 0.004071207088418305 }, { "action_query_norm": 42.59277229309082, "action_relation_loss": 0.003800738020800054, "auxiliary_loss_weight": 1.0, "epoch": 10.383536014967259, "flow_matching_loss": 0.040378966554999354, "grad_norm": 0.17553609609603882, "learning_rate": 7.452597828551604e-05, "loss": 0.0444, "relation_loss": 0.004056604159995913, "selected_pairs": 27295.1, "state_query_norm": 43.68165245056152, "state_relation_loss": 0.0002558661479270086, "step": 11100, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.004056604159995913, "weighted_relation_loss": 0.004056604159995913 }, { "action_query_norm": 42.58711318969726, "action_relation_loss": 0.0037359467707574366, "auxiliary_loss_weight": 1.0, "epoch": 10.39289055191768, "flow_matching_loss": 0.03717151544988155, "grad_norm": 0.14053159952163696, "learning_rate": 7.447793394462006e-05, "loss": 0.0411, "relation_loss": 0.003972625406458974, "selected_pairs": 26667.7, "state_query_norm": 43.68346824645996, "state_relation_loss": 0.000236678562941961, "step": 11110, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.003972625406458974, "weighted_relation_loss": 0.003972625406458974 }, { "action_query_norm": 42.55723114013672, "action_relation_loss": 0.004141738568432629, "auxiliary_loss_weight": 1.0, "epoch": 10.402245088868101, "flow_matching_loss": 0.03992633186280727, "grad_norm": 0.09892483055591583, "learning_rate": 7.442985986072624e-05, "loss": 0.0443, "relation_loss": 0.004387310752645135, "selected_pairs": 27247.6, "state_query_norm": 43.67517776489258, "state_relation_loss": 0.0002455721391015686, "step": 11120, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.004387310752645135, "weighted_relation_loss": 0.004387310752645135 }, { "action_query_norm": 42.54767761230469, "action_relation_loss": 0.003919997485354543, "auxiliary_loss_weight": 1.0, "epoch": 10.411599625818521, "flow_matching_loss": 0.037986254692077635, "grad_norm": 0.13509836792945862, "learning_rate": 7.438175609224908e-05, "loss": 0.0421, "relation_loss": 0.004152872948907316, "selected_pairs": 26073.2, "state_query_norm": 43.68203773498535, "state_relation_loss": 0.00023287548392545432, "step": 11130, "valid_action_samples": 228.8, "weighted_auxiliary_loss": 0.004152872948907316, "weighted_relation_loss": 0.004152872948907316 }, { "action_query_norm": 42.54707374572754, "action_relation_loss": 0.0038994948845356703, "auxiliary_loss_weight": 1.0, "epoch": 10.420954162768943, "flow_matching_loss": 0.041212021932005884, "grad_norm": 0.12493203580379486, "learning_rate": 7.433362269763924e-05, "loss": 0.0454, "relation_loss": 0.004147809674032032, "selected_pairs": 26759.0, "state_query_norm": 43.6765495300293, "state_relation_loss": 0.00024831479095155373, "step": 11140, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.004147809674032032, "weighted_relation_loss": 0.004147809674032032 }, { "action_query_norm": 42.5290584564209, "action_relation_loss": 0.003988396469503641, "auxiliary_loss_weight": 1.0, "epoch": 10.430308699719363, "flow_matching_loss": 0.042917919158935544, "grad_norm": 0.13837026059627533, "learning_rate": 7.428545973538329e-05, "loss": 0.0471, "relation_loss": 0.004230892495252192, "selected_pairs": 26951.3, "state_query_norm": 43.665902328491214, "state_relation_loss": 0.0002424960141070187, "step": 11150, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.004230892495252192, "weighted_relation_loss": 0.004230892495252192 }, { "action_query_norm": 42.537746047973634, "action_relation_loss": 0.003929149499163032, "auxiliary_loss_weight": 1.0, "epoch": 10.439663236669785, "flow_matching_loss": 0.03869785889983177, "grad_norm": 0.08087056130170822, "learning_rate": 7.42372672640038e-05, "loss": 0.0429, "relation_loss": 0.004165740823373199, "selected_pairs": 26686.2, "state_query_norm": 43.67084732055664, "state_relation_loss": 0.0002365913533139974, "step": 11160, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.004165740823373199, "weighted_relation_loss": 0.004165740823373199 }, { "action_query_norm": 42.54490013122559, "action_relation_loss": 0.0036608227295801044, "auxiliary_loss_weight": 1.0, "epoch": 10.449017773620206, "flow_matching_loss": 0.037953941337764266, "grad_norm": 0.11889032274484634, "learning_rate": 7.418904534205917e-05, "loss": 0.0418, "relation_loss": 0.00389165049418807, "selected_pairs": 26969.3, "state_query_norm": 43.65970153808594, "state_relation_loss": 0.0002308277616975829, "step": 11170, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.00389165049418807, "weighted_relation_loss": 0.00389165049418807 }, { "action_query_norm": 42.49825553894043, "action_relation_loss": 0.003915617289021611, "auxiliary_loss_weight": 1.0, "epoch": 10.458372310570628, "flow_matching_loss": 0.04098211526870728, "grad_norm": 0.12902480363845825, "learning_rate": 7.414079402814356e-05, "loss": 0.0451, "relation_loss": 0.004150992841459811, "selected_pairs": 26328.1, "state_query_norm": 43.67050704956055, "state_relation_loss": 0.00023537555098300799, "step": 11180, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.004150992841459811, "weighted_relation_loss": 0.004150992841459811 }, { "action_query_norm": 42.5231746673584, "action_relation_loss": 0.003972138604149222, "auxiliary_loss_weight": 1.0, "epoch": 10.467726847521048, "flow_matching_loss": 0.042163175716996196, "grad_norm": 0.10194742679595947, "learning_rate": 7.409251338088687e-05, "loss": 0.0464, "relation_loss": 0.004210592084564269, "selected_pairs": 26691.4, "state_query_norm": 43.669833755493165, "state_relation_loss": 0.00023845352116040884, "step": 11190, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.004210592084564269, "weighted_relation_loss": 0.004210592084564269 }, { "action_query_norm": 42.501482009887695, "action_relation_loss": 0.0037943133385851978, "auxiliary_loss_weight": 1.0, "epoch": 10.477081384471468, "flow_matching_loss": 0.038275615125894544, "grad_norm": 0.11818605661392212, "learning_rate": 7.404420345895467e-05, "loss": 0.0423, "relation_loss": 0.004043357283808291, "selected_pairs": 26949.8, "state_query_norm": 43.671560287475586, "state_relation_loss": 0.00024904398596845565, "step": 11200, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.004043357283808291, "weighted_relation_loss": 0.004043357283808291 }, { "action_query_norm": 42.51612510681152, "action_relation_loss": 0.0039986535673961045, "auxiliary_loss_weight": 1.0, "epoch": 10.48643592142189, "flow_matching_loss": 0.040045468509197234, "grad_norm": 0.11597684770822525, "learning_rate": 7.399586432104804e-05, "loss": 0.0443, "relation_loss": 0.004254984715953469, "selected_pairs": 26594.2, "state_query_norm": 43.665856170654294, "state_relation_loss": 0.00025633122422732415, "step": 11210, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.004254984715953469, "weighted_relation_loss": 0.004254984715953469 }, { "action_query_norm": 42.544498443603516, "action_relation_loss": 0.003698730980977416, "auxiliary_loss_weight": 1.0, "epoch": 10.49579045837231, "flow_matching_loss": 0.039299705252051356, "grad_norm": 0.12825846672058105, "learning_rate": 7.394749602590358e-05, "loss": 0.0432, "relation_loss": 0.003944159601815045, "selected_pairs": 27272.6, "state_query_norm": 43.66533317565918, "state_relation_loss": 0.0002454285815474577, "step": 11220, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.003944159601815045, "weighted_relation_loss": 0.003944159601815045 }, { "action_query_norm": 42.5229907989502, "action_relation_loss": 0.003973377193324268, "auxiliary_loss_weight": 1.0, "epoch": 10.505144995322732, "flow_matching_loss": 0.038304343819618225, "grad_norm": 0.1238190159201622, "learning_rate": 7.389909863229336e-05, "loss": 0.0425, "relation_loss": 0.004226588574238121, "selected_pairs": 27263.8, "state_query_norm": 43.656486129760744, "state_relation_loss": 0.0002532113969209604, "step": 11230, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.004226588574238121, "weighted_relation_loss": 0.004226588574238121 }, { "action_query_norm": 42.510806274414065, "action_relation_loss": 0.0038533891318365933, "auxiliary_loss_weight": 1.0, "epoch": 10.514499532273152, "flow_matching_loss": 0.03970620296895504, "grad_norm": 0.11103831231594086, "learning_rate": 7.385067219902477e-05, "loss": 0.0438, "relation_loss": 0.004109020135365427, "selected_pairs": 27270.3, "state_query_norm": 43.64999656677246, "state_relation_loss": 0.0002556310122599825, "step": 11240, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.004109020135365427, "weighted_relation_loss": 0.004109020135365427 }, { "action_query_norm": 42.53361167907715, "action_relation_loss": 0.003904156479984522, "auxiliary_loss_weight": 1.0, "epoch": 10.523854069223573, "flow_matching_loss": 0.038330187648534776, "grad_norm": 0.1579604595899582, "learning_rate": 7.380221678494049e-05, "loss": 0.0425, "relation_loss": 0.004171757074072957, "selected_pairs": 27061.9, "state_query_norm": 43.655304718017575, "state_relation_loss": 0.0002676005387911573, "step": 11250, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.004171757074072957, "weighted_relation_loss": 0.004171757074072957 }, { "action_query_norm": 42.4927474975586, "action_relation_loss": 0.003801622963510454, "auxiliary_loss_weight": 1.0, "epoch": 10.533208606173995, "flow_matching_loss": 0.03844508975744247, "grad_norm": 0.10808455944061279, "learning_rate": 7.37537324489184e-05, "loss": 0.0425, "relation_loss": 0.004050125856883824, "selected_pairs": 26575.1, "state_query_norm": 43.65817413330078, "state_relation_loss": 0.0002485028773662634, "step": 11260, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.004050125856883824, "weighted_relation_loss": 0.004050125856883824 }, { "action_query_norm": 42.49844131469727, "action_relation_loss": 0.003884954168461263, "auxiliary_loss_weight": 1.0, "epoch": 10.542563143124415, "flow_matching_loss": 0.039468009024858475, "grad_norm": 0.11291804909706116, "learning_rate": 7.370521924987155e-05, "loss": 0.0436, "relation_loss": 0.004142424440942705, "selected_pairs": 26226.8, "state_query_norm": 43.65622482299805, "state_relation_loss": 0.00025747026083990934, "step": 11270, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.004142424440942705, "weighted_relation_loss": 0.004142424440942705 }, { "action_query_norm": 42.542389678955075, "action_relation_loss": 0.0039891953812912105, "auxiliary_loss_weight": 1.0, "epoch": 10.551917680074837, "flow_matching_loss": 0.04105084352195263, "grad_norm": 0.12619861960411072, "learning_rate": 7.365667724674806e-05, "loss": 0.0453, "relation_loss": 0.004248790629208088, "selected_pairs": 26668.4, "state_query_norm": 43.65003509521485, "state_relation_loss": 0.0002595952042611316, "step": 11280, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.004248790629208088, "weighted_relation_loss": 0.004248790629208088 }, { "action_query_norm": 42.51394081115723, "action_relation_loss": 0.003908019093796611, "auxiliary_loss_weight": 1.0, "epoch": 10.561272217025257, "flow_matching_loss": 0.038909167796373365, "grad_norm": 0.14675575494766235, "learning_rate": 7.360810649853105e-05, "loss": 0.0431, "relation_loss": 0.004167931084521115, "selected_pairs": 26665.5, "state_query_norm": 43.64744911193848, "state_relation_loss": 0.00025991200818680226, "step": 11290, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.004167931084521115, "weighted_relation_loss": 0.004167931084521115 }, { "action_query_norm": 42.48341102600098, "action_relation_loss": 0.0038052772404626014, "auxiliary_loss_weight": 1.0, "epoch": 10.570626753975677, "flow_matching_loss": 0.03783904481679201, "grad_norm": 0.12933826446533203, "learning_rate": 7.355950706423853e-05, "loss": 0.0419, "relation_loss": 0.004087700857780874, "selected_pairs": 26735.5, "state_query_norm": 43.63308219909668, "state_relation_loss": 0.00028242359112482516, "step": 11300, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.004087700857780874, "weighted_relation_loss": 0.004087700857780874 }, { "action_query_norm": 42.478716659545896, "action_relation_loss": 0.003956886846572161, "auxiliary_loss_weight": 1.0, "epoch": 10.5799812909261, "flow_matching_loss": 0.038245727121829984, "grad_norm": 0.11112893372774124, "learning_rate": 7.351087900292342e-05, "loss": 0.0424, "relation_loss": 0.0041994888102635745, "selected_pairs": 26895.8, "state_query_norm": 43.649071884155276, "state_relation_loss": 0.00024260199425043538, "step": 11310, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0041994888102635745, "weighted_relation_loss": 0.0041994888102635745 }, { "action_query_norm": 42.46148338317871, "action_relation_loss": 0.0036986125633120537, "auxiliary_loss_weight": 1.0, "epoch": 10.58933582787652, "flow_matching_loss": 0.037250956520438194, "grad_norm": 0.13643145561218262, "learning_rate": 7.346222237367339e-05, "loss": 0.0412, "relation_loss": 0.003955610608682036, "selected_pairs": 26762.2, "state_query_norm": 43.65101165771485, "state_relation_loss": 0.00025699809193611143, "step": 11320, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.003955610608682036, "weighted_relation_loss": 0.003955610608682036 }, { "action_query_norm": 42.4746753692627, "action_relation_loss": 0.003776721633039415, "auxiliary_loss_weight": 1.0, "epoch": 10.598690364826941, "flow_matching_loss": 0.03948550187051296, "grad_norm": 0.12979422509670258, "learning_rate": 7.341353723561081e-05, "loss": 0.0435, "relation_loss": 0.004015261260792613, "selected_pairs": 27264.6, "state_query_norm": 43.651815032958986, "state_relation_loss": 0.00023853956226957962, "step": 11330, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.004015261260792613, "weighted_relation_loss": 0.004015261260792613 }, { "action_query_norm": 42.4785717010498, "action_relation_loss": 0.00376555344555527, "auxiliary_loss_weight": 1.0, "epoch": 10.608044901777362, "flow_matching_loss": 0.039218299090862274, "grad_norm": 0.11788928508758545, "learning_rate": 7.336482364789277e-05, "loss": 0.0432, "relation_loss": 0.003998031746596098, "selected_pairs": 26961.9, "state_query_norm": 43.65436935424805, "state_relation_loss": 0.00023247830395121128, "step": 11340, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.003998031746596098, "weighted_relation_loss": 0.003998031746596098 }, { "action_query_norm": 42.48552055358887, "action_relation_loss": 0.003780337795615196, "auxiliary_loss_weight": 1.0, "epoch": 10.617399438727784, "flow_matching_loss": 0.039116973988711834, "grad_norm": 0.1184115782380104, "learning_rate": 7.331608166971082e-05, "loss": 0.0431, "relation_loss": 0.004019887535832822, "selected_pairs": 26433.9, "state_query_norm": 43.64521255493164, "state_relation_loss": 0.0002395496834651567, "step": 11350, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.004019887535832822, "weighted_relation_loss": 0.004019887535832822 }, { "action_query_norm": 42.4797176361084, "action_relation_loss": 0.0037265227176249026, "auxiliary_loss_weight": 1.0, "epoch": 10.626753975678204, "flow_matching_loss": 0.03867080956697464, "grad_norm": 0.12608341872692108, "learning_rate": 7.326731136029108e-05, "loss": 0.0426, "relation_loss": 0.003956550499424338, "selected_pairs": 26737.2, "state_query_norm": 43.645348358154294, "state_relation_loss": 0.0002300277876202017, "step": 11360, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.003956550499424338, "weighted_relation_loss": 0.003956550499424338 }, { "action_query_norm": 42.46860809326172, "action_relation_loss": 0.003916680975817144, "auxiliary_loss_weight": 1.0, "epoch": 10.636108512628624, "flow_matching_loss": 0.03998575024306774, "grad_norm": 0.14907924830913544, "learning_rate": 7.321851277889408e-05, "loss": 0.0441, "relation_loss": 0.004152754019014537, "selected_pairs": 26780.4, "state_query_norm": 43.63792953491211, "state_relation_loss": 0.0002360730417422019, "step": 11370, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.004152754019014537, "weighted_relation_loss": 0.004152754019014537 }, { "action_query_norm": 42.4685775756836, "action_relation_loss": 0.003884552512317896, "auxiliary_loss_weight": 1.0, "epoch": 10.645463049579046, "flow_matching_loss": 0.03974514715373516, "grad_norm": 0.13331425189971924, "learning_rate": 7.316968598481469e-05, "loss": 0.0439, "relation_loss": 0.004134142235852778, "selected_pairs": 26923.5, "state_query_norm": 43.628187561035155, "state_relation_loss": 0.0002495897701010108, "step": 11380, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.004134142235852778, "weighted_relation_loss": 0.004134142235852778 }, { "action_query_norm": 42.4740406036377, "action_relation_loss": 0.0037504769396036865, "auxiliary_loss_weight": 1.0, "epoch": 10.654817586529466, "flow_matching_loss": 0.039716145396232604, "grad_norm": 0.11129608750343323, "learning_rate": 7.312083103738206e-05, "loss": 0.0437, "relation_loss": 0.004012429900467396, "selected_pairs": 26967.1, "state_query_norm": 43.6265453338623, "state_relation_loss": 0.0002619530030642636, "step": 11390, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.004012429900467396, "weighted_relation_loss": 0.004012429900467396 }, { "action_query_norm": 42.453539276123045, "action_relation_loss": 0.003939251997508109, "auxiliary_loss_weight": 1.0, "epoch": 10.664172123479888, "flow_matching_loss": 0.040512082353234294, "grad_norm": 0.12398877739906311, "learning_rate": 7.307194799595958e-05, "loss": 0.0447, "relation_loss": 0.004205524129793048, "selected_pairs": 26484.3, "state_query_norm": 43.62082099914551, "state_relation_loss": 0.0002662721206434071, "step": 11400, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.004205524129793048, "weighted_relation_loss": 0.004205524129793048 }, { "action_query_norm": 42.48221015930176, "action_relation_loss": 0.0036574746714904903, "auxiliary_loss_weight": 1.0, "epoch": 10.673526660430309, "flow_matching_loss": 0.036918189749121665, "grad_norm": 0.13050469756126404, "learning_rate": 7.302303691994473e-05, "loss": 0.0408, "relation_loss": 0.003910388983786106, "selected_pairs": 26506.0, "state_query_norm": 43.63505172729492, "state_relation_loss": 0.0002529143341234885, "step": 11410, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.003910388983786106, "weighted_relation_loss": 0.003910388983786106 }, { "action_query_norm": 42.45124053955078, "action_relation_loss": 0.003552659787237644, "auxiliary_loss_weight": 1.0, "epoch": 10.68288119738073, "flow_matching_loss": 0.03865865282714367, "grad_norm": 0.1342371255159378, "learning_rate": 7.29740978687691e-05, "loss": 0.0425, "relation_loss": 0.0038184088189154863, "selected_pairs": 26430.6, "state_query_norm": 43.62551994323731, "state_relation_loss": 0.00026574910443741826, "step": 11420, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0038184088189154863, "weighted_relation_loss": 0.0038184088189154863 }, { "action_query_norm": 42.46763687133789, "action_relation_loss": 0.0038007811177521943, "auxiliary_loss_weight": 1.0, "epoch": 10.69223573433115, "flow_matching_loss": 0.03682890702039003, "grad_norm": 0.1277501881122589, "learning_rate": 7.292513090189825e-05, "loss": 0.0409, "relation_loss": 0.004055665736086666, "selected_pairs": 26664.2, "state_query_norm": 43.6168399810791, "state_relation_loss": 0.00025488453975412994, "step": 11430, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.004055665736086666, "weighted_relation_loss": 0.004055665736086666 }, { "action_query_norm": 42.448143005371094, "action_relation_loss": 0.00393029572442174, "auxiliary_loss_weight": 1.0, "epoch": 10.701590271281571, "flow_matching_loss": 0.03842181414365768, "grad_norm": 0.10813024640083313, "learning_rate": 7.287613607883163e-05, "loss": 0.0426, "relation_loss": 0.0041753211291506885, "selected_pairs": 27060.1, "state_query_norm": 43.62413101196289, "state_relation_loss": 0.00024502541054971516, "step": 11440, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0041753211291506885, "weighted_relation_loss": 0.0041753211291506885 }, { "action_query_norm": 42.46218414306641, "action_relation_loss": 0.0037626934703439475, "auxiliary_loss_weight": 1.0, "epoch": 10.710944808231993, "flow_matching_loss": 0.03653469141572714, "grad_norm": 0.1013704240322113, "learning_rate": 7.282711345910263e-05, "loss": 0.0406, "relation_loss": 0.004018176998943091, "selected_pairs": 27407.9, "state_query_norm": 43.62498931884765, "state_relation_loss": 0.0002554835213231854, "step": 11450, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.004018176998943091, "weighted_relation_loss": 0.004018176998943091 }, { "action_query_norm": 42.45627098083496, "action_relation_loss": 0.0037105883937329056, "auxiliary_loss_weight": 1.0, "epoch": 10.720299345182413, "flow_matching_loss": 0.03732910193502903, "grad_norm": 0.13422533869743347, "learning_rate": 7.27780631022783e-05, "loss": 0.0413, "relation_loss": 0.00395360121037811, "selected_pairs": 27029.1, "state_query_norm": 43.624030685424806, "state_relation_loss": 0.00024301280500367285, "step": 11460, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.00395360121037811, "weighted_relation_loss": 0.00395360121037811 }, { "action_query_norm": 42.435899353027345, "action_relation_loss": 0.003734982805326581, "auxiliary_loss_weight": 1.0, "epoch": 10.729653882132835, "flow_matching_loss": 0.03562651704996824, "grad_norm": 0.11972232908010483, "learning_rate": 7.272898506795948e-05, "loss": 0.0396, "relation_loss": 0.003975698770955205, "selected_pairs": 26784.8, "state_query_norm": 43.62402763366699, "state_relation_loss": 0.00024071599618764595, "step": 11470, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.003975698770955205, "weighted_relation_loss": 0.003975698770955205 }, { "action_query_norm": 42.45033645629883, "action_relation_loss": 0.003587994142435491, "auxiliary_loss_weight": 1.0, "epoch": 10.739008419083255, "flow_matching_loss": 0.03708444088697434, "grad_norm": 0.08588443696498871, "learning_rate": 7.267987941578058e-05, "loss": 0.0409, "relation_loss": 0.003833629353903234, "selected_pairs": 26668.7, "state_query_norm": 43.61119270324707, "state_relation_loss": 0.00024563516926718877, "step": 11480, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.003833629353903234, "weighted_relation_loss": 0.003833629353903234 }, { "action_query_norm": 42.4368408203125, "action_relation_loss": 0.0037312254775315524, "auxiliary_loss_weight": 1.0, "epoch": 10.748362956033676, "flow_matching_loss": 0.03892152979969978, "grad_norm": 0.12516972422599792, "learning_rate": 7.263074620540962e-05, "loss": 0.0429, "relation_loss": 0.003987521003000438, "selected_pairs": 27226.3, "state_query_norm": 43.60736503601074, "state_relation_loss": 0.0002562955472967587, "step": 11490, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.003987521003000438, "weighted_relation_loss": 0.003987521003000438 }, { "action_query_norm": 42.45409812927246, "action_relation_loss": 0.0036492061568424105, "auxiliary_loss_weight": 1.0, "epoch": 10.757717492984098, "flow_matching_loss": 0.038077342137694356, "grad_norm": 0.1559092402458191, "learning_rate": 7.25815854965481e-05, "loss": 0.042, "relation_loss": 0.0038806664990261195, "selected_pairs": 26736.3, "state_query_norm": 43.61596870422363, "state_relation_loss": 0.00023146030289353803, "step": 11500, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0038806664990261195, "weighted_relation_loss": 0.0038806664990261195 }, { "action_query_norm": 42.43342323303223, "action_relation_loss": 0.0036085039377212525, "auxiliary_loss_weight": 1.0, "epoch": 10.767072029934518, "flow_matching_loss": 0.03774402663111687, "grad_norm": 0.09225007891654968, "learning_rate": 7.253239734893089e-05, "loss": 0.0416, "relation_loss": 0.0038455025060102344, "selected_pairs": 26833.8, "state_query_norm": 43.60246315002441, "state_relation_loss": 0.00023699855373706668, "step": 11510, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0038455025060102344, "weighted_relation_loss": 0.0038455025060102344 }, { "action_query_norm": 42.455580139160155, "action_relation_loss": 0.003732660529203713, "auxiliary_loss_weight": 1.0, "epoch": 10.77642656688494, "flow_matching_loss": 0.03883260823786259, "grad_norm": 0.09858469665050507, "learning_rate": 7.248318182232623e-05, "loss": 0.0428, "relation_loss": 0.0039659417001530525, "selected_pairs": 26438.2, "state_query_norm": 43.62210807800293, "state_relation_loss": 0.0002332811855012551, "step": 11520, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0039659417001530525, "weighted_relation_loss": 0.0039659417001530525 }, { "action_query_norm": 42.461940383911134, "action_relation_loss": 0.0037737198639661075, "auxiliary_loss_weight": 1.0, "epoch": 10.78578110383536, "flow_matching_loss": 0.03833786658942699, "grad_norm": 0.1044459268450737, "learning_rate": 7.243393897653565e-05, "loss": 0.0424, "relation_loss": 0.004030094435438514, "selected_pairs": 26876.3, "state_query_norm": 43.60829811096191, "state_relation_loss": 0.00025637455692049114, "step": 11530, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.004030094435438514, "weighted_relation_loss": 0.004030094435438514 }, { "action_query_norm": 42.423621368408206, "action_relation_loss": 0.003728268900886178, "auxiliary_loss_weight": 1.0, "epoch": 10.795135640785782, "flow_matching_loss": 0.037476501613855365, "grad_norm": 0.10854345560073853, "learning_rate": 7.23846688713938e-05, "loss": 0.0415, "relation_loss": 0.003983361390419304, "selected_pairs": 27482.0, "state_query_norm": 43.606336212158205, "state_relation_loss": 0.00025509249971946704, "step": 11540, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.003983361390419304, "weighted_relation_loss": 0.003983361390419304 }, { "action_query_norm": 42.427508163452146, "action_relation_loss": 0.003774117724969983, "auxiliary_loss_weight": 1.0, "epoch": 10.804490177736202, "flow_matching_loss": 0.038198532164096834, "grad_norm": 0.12635554373264313, "learning_rate": 7.233537156676854e-05, "loss": 0.0422, "relation_loss": 0.0040302003733813764, "selected_pairs": 27172.1, "state_query_norm": 43.59918327331543, "state_relation_loss": 0.00025608264259062706, "step": 11550, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0040302003733813764, "weighted_relation_loss": 0.0040302003733813764 }, { "action_query_norm": 42.40202331542969, "action_relation_loss": 0.0036914914380759, "auxiliary_loss_weight": 1.0, "epoch": 10.813844714686622, "flow_matching_loss": 0.03748804926872253, "grad_norm": 0.15182484686374664, "learning_rate": 7.228604712256076e-05, "loss": 0.0414, "relation_loss": 0.003934590169228614, "selected_pairs": 26418.3, "state_query_norm": 43.60436019897461, "state_relation_loss": 0.00024309865548275412, "step": 11560, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.003934590169228614, "weighted_relation_loss": 0.003934590169228614 }, { "action_query_norm": 42.425008392333986, "action_relation_loss": 0.0037711341166868804, "auxiliary_loss_weight": 1.0, "epoch": 10.823199251637044, "flow_matching_loss": 0.03739603161811829, "grad_norm": 0.1072160080075264, "learning_rate": 7.223669559870426e-05, "loss": 0.0414, "relation_loss": 0.0040149078471586105, "selected_pairs": 26900.5, "state_query_norm": 43.60955123901367, "state_relation_loss": 0.00024377376394113526, "step": 11570, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0040149078471586105, "weighted_relation_loss": 0.0040149078471586105 }, { "action_query_norm": 42.41862869262695, "action_relation_loss": 0.0037719205021858214, "auxiliary_loss_weight": 1.0, "epoch": 10.832553788587465, "flow_matching_loss": 0.03823546562343836, "grad_norm": 0.11370602995157242, "learning_rate": 7.218731705516585e-05, "loss": 0.0422, "relation_loss": 0.004009839799255133, "selected_pairs": 26733.7, "state_query_norm": 43.601902389526366, "state_relation_loss": 0.0002379192810622044, "step": 11580, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.004009839799255133, "weighted_relation_loss": 0.004009839799255133 }, { "action_query_norm": 42.428458786010744, "action_relation_loss": 0.0036130375694483517, "auxiliary_loss_weight": 1.0, "epoch": 10.841908325537887, "flow_matching_loss": 0.03827218972146511, "grad_norm": 0.12780217826366425, "learning_rate": 7.21379115519451e-05, "loss": 0.0421, "relation_loss": 0.0038397091208025812, "selected_pairs": 26987.5, "state_query_norm": 43.5946159362793, "state_relation_loss": 0.0002266716110170819, "step": 11590, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0038397091208025812, "weighted_relation_loss": 0.0038397091208025812 }, { "action_query_norm": 42.41688461303711, "action_relation_loss": 0.0038119214354082943, "auxiliary_loss_weight": 1.0, "epoch": 10.851262862488307, "flow_matching_loss": 0.0387168250977993, "grad_norm": 0.13210700452327728, "learning_rate": 7.20884791490743e-05, "loss": 0.0428, "relation_loss": 0.004065980180166661, "selected_pairs": 27298.1, "state_query_norm": 43.5938117980957, "state_relation_loss": 0.0002540587811381556, "step": 11600, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.004065980180166661, "weighted_relation_loss": 0.004065980180166661 }, { "action_query_norm": 42.405569839477536, "action_relation_loss": 0.0036175458692014216, "auxiliary_loss_weight": 1.0, "epoch": 10.860617399438727, "flow_matching_loss": 0.03886929638683796, "grad_norm": 0.10244089365005493, "learning_rate": 7.203901990661857e-05, "loss": 0.0427, "relation_loss": 0.0038653263822197915, "selected_pairs": 26891.0, "state_query_norm": 43.58897933959961, "state_relation_loss": 0.0002477805232047103, "step": 11610, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0038653263822197915, "weighted_relation_loss": 0.0038653263822197915 }, { "action_query_norm": 42.413814544677734, "action_relation_loss": 0.003602752136066556, "auxiliary_loss_weight": 1.0, "epoch": 10.869971936389149, "flow_matching_loss": 0.03777401968836784, "grad_norm": 0.1202302947640419, "learning_rate": 7.198953388467549e-05, "loss": 0.0416, "relation_loss": 0.003847617260180414, "selected_pairs": 26734.3, "state_query_norm": 43.591176223754886, "state_relation_loss": 0.0002448651473969221, "step": 11620, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.003847617260180414, "weighted_relation_loss": 0.003847617260180414 }, { "action_query_norm": 42.42245445251465, "action_relation_loss": 0.0036000187275931237, "auxiliary_loss_weight": 1.0, "epoch": 10.87932647333957, "flow_matching_loss": 0.040098662301898, "grad_norm": 0.12460705637931824, "learning_rate": 7.194002114337526e-05, "loss": 0.0439, "relation_loss": 0.003842568211257458, "selected_pairs": 27008.5, "state_query_norm": 43.59437370300293, "state_relation_loss": 0.0002425494822091423, "step": 11630, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.003842568211257458, "weighted_relation_loss": 0.003842568211257458 }, { "action_query_norm": 42.40473976135254, "action_relation_loss": 0.0036828134441748263, "auxiliary_loss_weight": 1.0, "epoch": 10.888681010289991, "flow_matching_loss": 0.038198215514421464, "grad_norm": 0.1294078826904297, "learning_rate": 7.189048174288054e-05, "loss": 0.0421, "relation_loss": 0.003917076950892806, "selected_pairs": 26854.2, "state_query_norm": 43.58635330200195, "state_relation_loss": 0.00023426348343491554, "step": 11640, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.003917076950892806, "weighted_relation_loss": 0.003917076950892806 }, { "action_query_norm": 42.40801315307617, "action_relation_loss": 0.0037796142511069774, "auxiliary_loss_weight": 1.0, "epoch": 10.898035547240411, "flow_matching_loss": 0.03876293003559113, "grad_norm": 0.11468164622783661, "learning_rate": 7.184091574338636e-05, "loss": 0.0428, "relation_loss": 0.004024223005399108, "selected_pairs": 26297.4, "state_query_norm": 43.583551025390626, "state_relation_loss": 0.00024460874119540675, "step": 11650, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.004024223005399108, "weighted_relation_loss": 0.004024223005399108 }, { "action_query_norm": 42.42103309631348, "action_relation_loss": 0.003648995654657483, "auxiliary_loss_weight": 1.0, "epoch": 10.907390084190833, "flow_matching_loss": 0.03693828657269478, "grad_norm": 0.13006332516670227, "learning_rate": 7.179132320512009e-05, "loss": 0.0408, "relation_loss": 0.003875729185529053, "selected_pairs": 26598.3, "state_query_norm": 43.58899116516113, "state_relation_loss": 0.0002267334988573566, "step": 11660, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.003875729185529053, "weighted_relation_loss": 0.003875729185529053 }, { "action_query_norm": 42.40011787414551, "action_relation_loss": 0.003584091062657535, "auxiliary_loss_weight": 1.0, "epoch": 10.916744621141254, "flow_matching_loss": 0.037109697982668874, "grad_norm": 0.11835719645023346, "learning_rate": 7.174170418834134e-05, "loss": 0.0409, "relation_loss": 0.003821089304983616, "selected_pairs": 27315.0, "state_query_norm": 43.57693519592285, "state_relation_loss": 0.00023699824669165537, "step": 11670, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.003821089304983616, "weighted_relation_loss": 0.003821089304983616 }, { "action_query_norm": 42.391740798950195, "action_relation_loss": 0.0035796999232843517, "auxiliary_loss_weight": 1.0, "epoch": 10.926099158091674, "flow_matching_loss": 0.03876571655273438, "grad_norm": 0.12644948065280914, "learning_rate": 7.169205875334189e-05, "loss": 0.0426, "relation_loss": 0.0038082350278273226, "selected_pairs": 27383.0, "state_query_norm": 43.56834106445312, "state_relation_loss": 0.0002285351394675672, "step": 11680, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0038082350278273226, "weighted_relation_loss": 0.0038082350278273226 }, { "action_query_norm": 42.40126457214355, "action_relation_loss": 0.003619626141153276, "auxiliary_loss_weight": 1.0, "epoch": 10.935453695042096, "flow_matching_loss": 0.03649444915354252, "grad_norm": 0.12171107530593872, "learning_rate": 7.164238696044562e-05, "loss": 0.0403, "relation_loss": 0.0038521720096468927, "selected_pairs": 27036.3, "state_query_norm": 43.57538833618164, "state_relation_loss": 0.00023254589614225553, "step": 11690, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0038521720096468927, "weighted_relation_loss": 0.0038521720096468927 }, { "action_query_norm": 42.38236694335937, "action_relation_loss": 0.0036372171016409993, "auxiliary_loss_weight": 1.0, "epoch": 10.944808231992516, "flow_matching_loss": 0.037063416093587875, "grad_norm": 0.1098167821764946, "learning_rate": 7.159268887000846e-05, "loss": 0.0409, "relation_loss": 0.0038627667352557184, "selected_pairs": 26338.3, "state_query_norm": 43.57545433044434, "state_relation_loss": 0.0002255496452562511, "step": 11700, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0038627667352557184, "weighted_relation_loss": 0.0038627667352557184 }, { "action_query_norm": 42.397587585449216, "action_relation_loss": 0.003604103927500546, "auxiliary_loss_weight": 1.0, "epoch": 10.954162768942938, "flow_matching_loss": 0.03982544466853142, "grad_norm": 0.14919298887252808, "learning_rate": 7.154296454241827e-05, "loss": 0.0437, "relation_loss": 0.0038245956413447855, "selected_pairs": 27289.7, "state_query_norm": 43.57457313537598, "state_relation_loss": 0.00022049169056117534, "step": 11710, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0038245956413447855, "weighted_relation_loss": 0.0038245956413447855 }, { "action_query_norm": 42.36821174621582, "action_relation_loss": 0.0036532497499138115, "auxiliary_loss_weight": 1.0, "epoch": 10.963517305893358, "flow_matching_loss": 0.036900711432099345, "grad_norm": 0.15877558290958405, "learning_rate": 7.149321403809479e-05, "loss": 0.0408, "relation_loss": 0.0038927322486415504, "selected_pairs": 27196.9, "state_query_norm": 43.56714057922363, "state_relation_loss": 0.00023948256130097435, "step": 11720, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0038927322486415504, "weighted_relation_loss": 0.0038927322486415504 }, { "action_query_norm": 42.37388725280762, "action_relation_loss": 0.003453964344225824, "auxiliary_loss_weight": 1.0, "epoch": 10.97287184284378, "flow_matching_loss": 0.03781819604337215, "grad_norm": 0.12911392748355865, "learning_rate": 7.144343741748956e-05, "loss": 0.0415, "relation_loss": 0.0036862875567749143, "selected_pairs": 27101.6, "state_query_norm": 43.56731605529785, "state_relation_loss": 0.00023232314415508882, "step": 11730, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0036862875567749143, "weighted_relation_loss": 0.0036862875567749143 }, { "action_query_norm": 42.37904663085938, "action_relation_loss": 0.0037812442053109406, "auxiliary_loss_weight": 1.0, "epoch": 10.9822263797942, "flow_matching_loss": 0.039108434692025185, "grad_norm": 0.09989620745182037, "learning_rate": 7.139363474108589e-05, "loss": 0.0431, "relation_loss": 0.004017701582051813, "selected_pairs": 26139.4, "state_query_norm": 43.569894027709964, "state_relation_loss": 0.000236457385472022, "step": 11740, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.004017701582051813, "weighted_relation_loss": 0.004017701582051813 }, { "action_query_norm": 42.36351089477539, "action_relation_loss": 0.0036596670746803285, "auxiliary_loss_weight": 1.0, "epoch": 10.99158091674462, "flow_matching_loss": 0.03809768855571747, "grad_norm": 0.1452966034412384, "learning_rate": 7.134380606939874e-05, "loss": 0.042, "relation_loss": 0.003891059965826571, "selected_pairs": 26686.4, "state_query_norm": 43.57379989624023, "state_relation_loss": 0.00023139294498832896, "step": 11750, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.003891059965826571, "weighted_relation_loss": 0.003891059965826571 }, { "action_query_norm": 42.35508232116699, "action_relation_loss": 0.00365597337950021, "auxiliary_loss_weight": 1.0, "epoch": 11.000935453695043, "flow_matching_loss": 0.038877416774630545, "grad_norm": 0.12224941700696945, "learning_rate": 7.12939514629746e-05, "loss": 0.0428, "relation_loss": 0.003872591583058238, "selected_pairs": 24618.5, "state_query_norm": 43.56531982421875, "state_relation_loss": 0.0002166182384826243, "step": 11760, "valid_action_samples": 215.4, "weighted_auxiliary_loss": 0.003872591583058238, "weighted_relation_loss": 0.003872591583058238 }, { "action_query_norm": 42.37021255493164, "action_relation_loss": 0.003633129014633596, "auxiliary_loss_weight": 1.0, "epoch": 11.010289990645463, "flow_matching_loss": 0.03568105064332485, "grad_norm": 0.12540215253829956, "learning_rate": 7.124407098239155e-05, "loss": 0.0395, "relation_loss": 0.0038614805322140454, "selected_pairs": 26585.4, "state_query_norm": 43.56328811645508, "state_relation_loss": 0.00022835152340121566, "step": 11770, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0038614805322140454, "weighted_relation_loss": 0.0038614805322140454 }, { "action_query_norm": 42.360263442993165, "action_relation_loss": 0.003497185930609703, "auxiliary_loss_weight": 1.0, "epoch": 11.019644527595885, "flow_matching_loss": 0.03663153536617756, "grad_norm": 0.12542320787906647, "learning_rate": 7.119416468825908e-05, "loss": 0.0404, "relation_loss": 0.00373678901232779, "selected_pairs": 26483.4, "state_query_norm": 43.55881690979004, "state_relation_loss": 0.00023960309335961937, "step": 11780, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.00373678901232779, "weighted_relation_loss": 0.00373678901232779 }, { "action_query_norm": 42.35309600830078, "action_relation_loss": 0.0034952991874888538, "auxiliary_loss_weight": 1.0, "epoch": 11.028999064546305, "flow_matching_loss": 0.03746380507946014, "grad_norm": 0.11284725368022919, "learning_rate": 7.114423264121804e-05, "loss": 0.0412, "relation_loss": 0.0037123818416148423, "selected_pairs": 26434.3, "state_query_norm": 43.54737396240235, "state_relation_loss": 0.0002170827123336494, "step": 11790, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0037123818416148423, "weighted_relation_loss": 0.0037123818416148423 }, { "action_query_norm": 42.34851989746094, "action_relation_loss": 0.0034641702892258762, "auxiliary_loss_weight": 1.0, "epoch": 11.038353601496725, "flow_matching_loss": 0.03739466108381748, "grad_norm": 0.11381558328866959, "learning_rate": 7.109427490194056e-05, "loss": 0.0411, "relation_loss": 0.0036998297087848186, "selected_pairs": 26965.4, "state_query_norm": 43.55856857299805, "state_relation_loss": 0.00023565941664855928, "step": 11800, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0036998297087848186, "weighted_relation_loss": 0.0036998297087848186 }, { "action_query_norm": 42.32049827575683, "action_relation_loss": 0.0037752619246020913, "auxiliary_loss_weight": 1.0, "epoch": 11.047708138447147, "flow_matching_loss": 0.03967537842690945, "grad_norm": 0.14739255607128143, "learning_rate": 7.104429153113001e-05, "loss": 0.0437, "relation_loss": 0.003999856323935092, "selected_pairs": 27017.2, "state_query_norm": 43.54858245849609, "state_relation_loss": 0.0002245944633614272, "step": 11810, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.003999856323935092, "weighted_relation_loss": 0.003999856323935092 }, { "action_query_norm": 42.34736022949219, "action_relation_loss": 0.0036123333731666206, "auxiliary_loss_weight": 1.0, "epoch": 11.057062675397567, "flow_matching_loss": 0.038926729932427406, "grad_norm": 0.13695771992206573, "learning_rate": 7.099428258952092e-05, "loss": 0.0428, "relation_loss": 0.003865779913030565, "selected_pairs": 26448.5, "state_query_norm": 43.552411270141604, "state_relation_loss": 0.0002534464889322408, "step": 11820, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.003865779913030565, "weighted_relation_loss": 0.003865779913030565 }, { "action_query_norm": 42.351097106933594, "action_relation_loss": 0.0035909790080040694, "auxiliary_loss_weight": 1.0, "epoch": 11.06641721234799, "flow_matching_loss": 0.037048653699457645, "grad_norm": 0.12222053855657578, "learning_rate": 7.094424813787883e-05, "loss": 0.0409, "relation_loss": 0.0038276487495750187, "selected_pairs": 27315.3, "state_query_norm": 43.56328201293945, "state_relation_loss": 0.00023666967899771407, "step": 11830, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0038276487495750187, "weighted_relation_loss": 0.0038276487495750187 }, { "action_query_norm": 42.3194164276123, "action_relation_loss": 0.0035924048395827414, "auxiliary_loss_weight": 1.0, "epoch": 11.07577174929841, "flow_matching_loss": 0.037527157180011275, "grad_norm": 0.12969203293323517, "learning_rate": 7.089418823700034e-05, "loss": 0.0414, "relation_loss": 0.00382664252538234, "selected_pairs": 27105.6, "state_query_norm": 43.55876121520996, "state_relation_loss": 0.00023423768870998174, "step": 11840, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.00382664252538234, "weighted_relation_loss": 0.00382664252538234 }, { "action_query_norm": 42.32690582275391, "action_relation_loss": 0.003547381982207298, "auxiliary_loss_weight": 1.0, "epoch": 11.085126286248832, "flow_matching_loss": 0.03713646996766329, "grad_norm": 0.11730026453733444, "learning_rate": 7.084410294771298e-05, "loss": 0.0409, "relation_loss": 0.003778058080933988, "selected_pairs": 26826.0, "state_query_norm": 43.550790786743164, "state_relation_loss": 0.00023067608854034915, "step": 11850, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.003778058080933988, "weighted_relation_loss": 0.003778058080933988 }, { "action_query_norm": 42.34451599121094, "action_relation_loss": 0.0034550120821222664, "auxiliary_loss_weight": 1.0, "epoch": 11.094480823199252, "flow_matching_loss": 0.03644000105559826, "grad_norm": 0.11030587553977966, "learning_rate": 7.079399233087504e-05, "loss": 0.0401, "relation_loss": 0.0036741197574883698, "selected_pairs": 27038.3, "state_query_norm": 43.55036239624023, "state_relation_loss": 0.0002191077423049137, "step": 11860, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0036741197574883698, "weighted_relation_loss": 0.0036741197574883698 }, { "action_query_norm": 42.33675842285156, "action_relation_loss": 0.0035656235180795194, "auxiliary_loss_weight": 1.0, "epoch": 11.103835360149672, "flow_matching_loss": 0.03746991772204637, "grad_norm": 0.11063242703676224, "learning_rate": 7.074385644737568e-05, "loss": 0.0413, "relation_loss": 0.003801486408337951, "selected_pairs": 26963.6, "state_query_norm": 43.54142723083496, "state_relation_loss": 0.00023586285824421792, "step": 11870, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.003801486408337951, "weighted_relation_loss": 0.003801486408337951 }, { "action_query_norm": 42.3243766784668, "action_relation_loss": 0.0035198388388380407, "auxiliary_loss_weight": 1.0, "epoch": 11.113189897100094, "flow_matching_loss": 0.036405515670776364, "grad_norm": 0.13034045696258545, "learning_rate": 7.069369535813473e-05, "loss": 0.0401, "relation_loss": 0.0037391575751826167, "selected_pairs": 27737.2, "state_query_norm": 43.540317916870116, "state_relation_loss": 0.00021931870287517086, "step": 11880, "valid_action_samples": 236.0, "weighted_auxiliary_loss": 0.0037391575751826167, "weighted_relation_loss": 0.0037391575751826167 }, { "action_query_norm": 42.33038215637207, "action_relation_loss": 0.0032293646596372127, "auxiliary_loss_weight": 1.0, "epoch": 11.122544434050514, "flow_matching_loss": 0.03646541628986597, "grad_norm": 0.11326856911182404, "learning_rate": 7.06435091241026e-05, "loss": 0.0399, "relation_loss": 0.0034476053901016713, "selected_pairs": 26622.0, "state_query_norm": 43.53963356018066, "state_relation_loss": 0.00021824069990543648, "step": 11890, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0034476053901016713, "weighted_relation_loss": 0.0034476053901016713 }, { "action_query_norm": 42.305916213989256, "action_relation_loss": 0.003561692498624325, "auxiliary_loss_weight": 1.0, "epoch": 11.131898971000936, "flow_matching_loss": 0.037929421104490754, "grad_norm": 0.1210503876209259, "learning_rate": 7.059329780626034e-05, "loss": 0.0417, "relation_loss": 0.0037738950457423927, "selected_pairs": 26446.0, "state_query_norm": 43.53893623352051, "state_relation_loss": 0.00021220257913228123, "step": 11900, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0037738950457423927, "weighted_relation_loss": 0.0037738950457423927 }, { "action_query_norm": 42.31995124816895, "action_relation_loss": 0.0034545114962384106, "auxiliary_loss_weight": 1.0, "epoch": 11.141253507951356, "flow_matching_loss": 0.036911404505372045, "grad_norm": 0.10308606922626495, "learning_rate": 7.054306146561944e-05, "loss": 0.0406, "relation_loss": 0.0036713786190375685, "selected_pairs": 26214.8, "state_query_norm": 43.533585739135745, "state_relation_loss": 0.00021686708932975308, "step": 11910, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.0036713786190375685, "weighted_relation_loss": 0.0036713786190375685 }, { "action_query_norm": 42.36518859863281, "action_relation_loss": 0.0032392114168033003, "auxiliary_loss_weight": 1.0, "epoch": 11.150608044901777, "flow_matching_loss": 0.03838099539279938, "grad_norm": 0.1458093672990799, "learning_rate": 7.049280016322178e-05, "loss": 0.0418, "relation_loss": 0.003453323687426746, "selected_pairs": 26755.9, "state_query_norm": 43.53419380187988, "state_relation_loss": 0.00021411229245131834, "step": 11920, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.003453323687426746, "weighted_relation_loss": 0.003453323687426746 }, { "action_query_norm": 42.34226684570312, "action_relation_loss": 0.0033316632732748987, "auxiliary_loss_weight": 1.0, "epoch": 11.159962581852199, "flow_matching_loss": 0.03503253236413002, "grad_norm": 0.11295643448829651, "learning_rate": 7.044251396013957e-05, "loss": 0.0386, "relation_loss": 0.003551654936745763, "selected_pairs": 27012.8, "state_query_norm": 43.524257278442384, "state_relation_loss": 0.0002199916634708643, "step": 11930, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.003551654936745763, "weighted_relation_loss": 0.003551654936745763 }, { "action_query_norm": 42.33619613647461, "action_relation_loss": 0.003348483215086162, "auxiliary_loss_weight": 1.0, "epoch": 11.169317118802619, "flow_matching_loss": 0.0362206606194377, "grad_norm": 0.13446305692195892, "learning_rate": 7.039220291747528e-05, "loss": 0.0398, "relation_loss": 0.0035720309242606163, "selected_pairs": 26807.0, "state_query_norm": 43.527140045166014, "state_relation_loss": 0.00022354768152581527, "step": 11940, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0035720309242606163, "weighted_relation_loss": 0.0035720309242606163 }, { "action_query_norm": 42.3299072265625, "action_relation_loss": 0.003405768959783018, "auxiliary_loss_weight": 1.0, "epoch": 11.17867165575304, "flow_matching_loss": 0.03650190383195877, "grad_norm": 0.11119038611650467, "learning_rate": 7.034186709636159e-05, "loss": 0.0401, "relation_loss": 0.003628933313302696, "selected_pairs": 26144.8, "state_query_norm": 43.52467269897461, "state_relation_loss": 0.0002231643520644866, "step": 11950, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.003628933313302696, "weighted_relation_loss": 0.003628933313302696 }, { "action_query_norm": 42.287973403930664, "action_relation_loss": 0.0035743589978665113, "auxiliary_loss_weight": 1.0, "epoch": 11.188026192703461, "flow_matching_loss": 0.03805495277047157, "grad_norm": 0.13549154996871948, "learning_rate": 7.029150655796129e-05, "loss": 0.0419, "relation_loss": 0.0038005071924999355, "selected_pairs": 26782.3, "state_query_norm": 43.534489440917966, "state_relation_loss": 0.00022614823101321235, "step": 11960, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0038005071924999355, "weighted_relation_loss": 0.0038005071924999355 }, { "action_query_norm": 42.304917907714845, "action_relation_loss": 0.0034460857277736068, "auxiliary_loss_weight": 1.0, "epoch": 11.197380729653883, "flow_matching_loss": 0.036011919006705286, "grad_norm": 0.14135892689228058, "learning_rate": 7.024112136346712e-05, "loss": 0.0397, "relation_loss": 0.003662392194382846, "selected_pairs": 26667.8, "state_query_norm": 43.52930107116699, "state_relation_loss": 0.0002163064302294515, "step": 11970, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.003662392194382846, "weighted_relation_loss": 0.003662392194382846 }, { "action_query_norm": 42.27889747619629, "action_relation_loss": 0.0036159967072308063, "auxiliary_loss_weight": 1.0, "epoch": 11.206735266604303, "flow_matching_loss": 0.03816225733608007, "grad_norm": 0.13666009902954102, "learning_rate": 7.01907115741019e-05, "loss": 0.042, "relation_loss": 0.0038520455360412597, "selected_pairs": 26966.5, "state_query_norm": 43.52654838562012, "state_relation_loss": 0.00023604883608641103, "step": 11980, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0038520455360412597, "weighted_relation_loss": 0.0038520455360412597 }, { "action_query_norm": 42.25491638183594, "action_relation_loss": 0.0034213276579976083, "auxiliary_loss_weight": 1.0, "epoch": 11.216089803554723, "flow_matching_loss": 0.03883342146873474, "grad_norm": 0.13527381420135498, "learning_rate": 7.014027725111825e-05, "loss": 0.0425, "relation_loss": 0.0036470713559538124, "selected_pairs": 26689.1, "state_query_norm": 43.52734222412109, "state_relation_loss": 0.00022574372560484334, "step": 11990, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0036470713559538124, "weighted_relation_loss": 0.0036470713559538124 }, { "action_query_norm": 42.24286422729492, "action_relation_loss": 0.0034426589962095024, "auxiliary_loss_weight": 1.0, "epoch": 11.225444340505145, "flow_matching_loss": 0.03827880173921585, "grad_norm": 0.15436220169067383, "learning_rate": 7.008981845579864e-05, "loss": 0.042, "relation_loss": 0.003672029823064804, "selected_pairs": 26622.4, "state_query_norm": 43.51313819885254, "state_relation_loss": 0.0002293708283104934, "step": 12000, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.003672029823064804, "weighted_relation_loss": 0.003672029823064804 }, { "action_query_norm": 42.24184379577637, "action_relation_loss": 0.003416877263225615, "auxiliary_loss_weight": 1.0, "epoch": 11.234798877455566, "flow_matching_loss": 0.035625309124588965, "grad_norm": 0.12083075940608978, "learning_rate": 7.003933524945528e-05, "loss": 0.0393, "relation_loss": 0.0036448305938392876, "selected_pairs": 26753.4, "state_query_norm": 43.51805534362793, "state_relation_loss": 0.00022795336553826928, "step": 12010, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0036448305938392876, "weighted_relation_loss": 0.0036448305938392876 }, { "action_query_norm": 42.282898330688475, "action_relation_loss": 0.0034751614090055226, "auxiliary_loss_weight": 1.0, "epoch": 11.244153414405988, "flow_matching_loss": 0.03555261306464672, "grad_norm": 0.10374335944652557, "learning_rate": 6.998882769342998e-05, "loss": 0.0393, "relation_loss": 0.003708282788284123, "selected_pairs": 26365.0, "state_query_norm": 43.52282295227051, "state_relation_loss": 0.0002331213909201324, "step": 12020, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.003708282788284123, "weighted_relation_loss": 0.003708282788284123 }, { "action_query_norm": 42.27407875061035, "action_relation_loss": 0.003472167206928134, "auxiliary_loss_weight": 1.0, "epoch": 11.253507951356408, "flow_matching_loss": 0.03555713426321745, "grad_norm": 0.12096989899873734, "learning_rate": 6.993829584909423e-05, "loss": 0.0392, "relation_loss": 0.0036855238489806653, "selected_pairs": 27320.1, "state_query_norm": 43.51217346191406, "state_relation_loss": 0.00021335663623176516, "step": 12030, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0036855238489806653, "weighted_relation_loss": 0.0036855238489806653 }, { "action_query_norm": 42.26821517944336, "action_relation_loss": 0.003671755688264966, "auxiliary_loss_weight": 1.0, "epoch": 11.262862488306828, "flow_matching_loss": 0.037407879345119, "grad_norm": 0.10966039448976517, "learning_rate": 6.988773977784895e-05, "loss": 0.0413, "relation_loss": 0.0038921623956412075, "selected_pairs": 26660.9, "state_query_norm": 43.513708877563474, "state_relation_loss": 0.0002204066753620282, "step": 12040, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0038921623956412075, "weighted_relation_loss": 0.0038921623956412075 }, { "action_query_norm": 42.25817222595215, "action_relation_loss": 0.0036381388548761607, "auxiliary_loss_weight": 1.0, "epoch": 11.27221702525725, "flow_matching_loss": 0.03824984394013882, "grad_norm": 0.11886917054653168, "learning_rate": 6.983715954112454e-05, "loss": 0.0421, "relation_loss": 0.0038498122245073318, "selected_pairs": 26876.1, "state_query_norm": 43.52042236328125, "state_relation_loss": 0.00021167334489291534, "step": 12050, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0038498122245073318, "weighted_relation_loss": 0.0038498122245073318 }, { "action_query_norm": 42.248786544799806, "action_relation_loss": 0.003366266004741192, "auxiliary_loss_weight": 1.0, "epoch": 11.28157156220767, "flow_matching_loss": 0.034600745886564255, "grad_norm": 0.12573550641536713, "learning_rate": 6.978655520038079e-05, "loss": 0.0382, "relation_loss": 0.003586231544613838, "selected_pairs": 27069.4, "state_query_norm": 43.49939308166504, "state_relation_loss": 0.00021996557043166832, "step": 12060, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.003586231544613838, "weighted_relation_loss": 0.003586231544613838 }, { "action_query_norm": 42.23551483154297, "action_relation_loss": 0.0033538424409925937, "auxiliary_loss_weight": 1.0, "epoch": 11.290926099158092, "flow_matching_loss": 0.035318396240472796, "grad_norm": 0.10542241483926773, "learning_rate": 6.97359268171067e-05, "loss": 0.0389, "relation_loss": 0.003572947671636939, "selected_pairs": 27086.9, "state_query_norm": 43.500262069702146, "state_relation_loss": 0.00021910526265855879, "step": 12070, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.003572947671636939, "weighted_relation_loss": 0.003572947671636939 }, { "action_query_norm": 42.23811264038086, "action_relation_loss": 0.0034176427870988846, "auxiliary_loss_weight": 1.0, "epoch": 11.300280636108512, "flow_matching_loss": 0.03766727186739445, "grad_norm": 0.13184860348701477, "learning_rate": 6.968527445282056e-05, "loss": 0.0413, "relation_loss": 0.0036328897811472418, "selected_pairs": 26880.7, "state_query_norm": 43.51065940856934, "state_relation_loss": 0.00021524700423469767, "step": 12080, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0036328897811472418, "weighted_relation_loss": 0.0036328897811472418 }, { "action_query_norm": 42.27214012145996, "action_relation_loss": 0.003390810312703252, "auxiliary_loss_weight": 1.0, "epoch": 11.309635173058934, "flow_matching_loss": 0.037195426598191264, "grad_norm": 0.12563468515872955, "learning_rate": 6.963459816906977e-05, "loss": 0.0408, "relation_loss": 0.003600653843022883, "selected_pairs": 27314.1, "state_query_norm": 43.50993347167969, "state_relation_loss": 0.00020984351285733283, "step": 12090, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.003600653843022883, "weighted_relation_loss": 0.003600653843022883 }, { "action_query_norm": 42.2795955657959, "action_relation_loss": 0.0033652760786935685, "auxiliary_loss_weight": 1.0, "epoch": 11.318989710009355, "flow_matching_loss": 0.035007215663790704, "grad_norm": 0.11614283174276352, "learning_rate": 6.958389802743077e-05, "loss": 0.0386, "relation_loss": 0.003585871332325041, "selected_pairs": 27246.4, "state_query_norm": 43.499834060668945, "state_relation_loss": 0.00022059529001126066, "step": 12100, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.003585871332325041, "weighted_relation_loss": 0.003585871332325041 }, { "action_query_norm": 42.24223251342774, "action_relation_loss": 0.003368758084252477, "auxiliary_loss_weight": 1.0, "epoch": 11.328344246959775, "flow_matching_loss": 0.035058594308793545, "grad_norm": 0.1457776129245758, "learning_rate": 6.953317408950903e-05, "loss": 0.0387, "relation_loss": 0.0035915407352149487, "selected_pairs": 27183.5, "state_query_norm": 43.50501823425293, "state_relation_loss": 0.00022278266987996176, "step": 12110, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0035915407352149487, "weighted_relation_loss": 0.0035915407352149487 }, { "action_query_norm": 42.25391159057617, "action_relation_loss": 0.003306548297405243, "auxiliary_loss_weight": 1.0, "epoch": 11.337698783910197, "flow_matching_loss": 0.035430072247982024, "grad_norm": 0.09050969779491425, "learning_rate": 6.94824264169389e-05, "loss": 0.0389, "relation_loss": 0.003514466411434114, "selected_pairs": 26641.9, "state_query_norm": 43.498739624023436, "state_relation_loss": 0.00020791810966329648, "step": 12120, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.003514466411434114, "weighted_relation_loss": 0.003514466411434114 }, { "action_query_norm": 42.22072334289551, "action_relation_loss": 0.003423997899517417, "auxiliary_loss_weight": 1.0, "epoch": 11.347053320860617, "flow_matching_loss": 0.03641915619373322, "grad_norm": 0.11177719384431839, "learning_rate": 6.94316550713836e-05, "loss": 0.0401, "relation_loss": 0.0036477734567597507, "selected_pairs": 27012.4, "state_query_norm": 43.493578338623045, "state_relation_loss": 0.0002237755703390576, "step": 12130, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0036477734567597507, "weighted_relation_loss": 0.0036477734567597507 }, { "action_query_norm": 42.24471244812012, "action_relation_loss": 0.003355250298045576, "auxiliary_loss_weight": 1.0, "epoch": 11.356407857811039, "flow_matching_loss": 0.037905776873230934, "grad_norm": 0.1078900396823883, "learning_rate": 6.938086011453513e-05, "loss": 0.0415, "relation_loss": 0.0035804214887320994, "selected_pairs": 25660.6, "state_query_norm": 43.48552284240723, "state_relation_loss": 0.00022517118050018324, "step": 12140, "valid_action_samples": 227.0, "weighted_auxiliary_loss": 0.0035804214887320994, "weighted_relation_loss": 0.0035804214887320994 }, { "action_query_norm": 42.25706825256348, "action_relation_loss": 0.0032800512621179224, "auxiliary_loss_weight": 1.0, "epoch": 11.36576239476146, "flow_matching_loss": 0.036764952912926675, "grad_norm": 0.14182786643505096, "learning_rate": 6.93300416081141e-05, "loss": 0.0403, "relation_loss": 0.0034995307214558125, "selected_pairs": 26953.9, "state_query_norm": 43.49894905090332, "state_relation_loss": 0.00021947946515865624, "step": 12150, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0034995307214558125, "weighted_relation_loss": 0.0034995307214558125 }, { "action_query_norm": 42.2324031829834, "action_relation_loss": 0.0033803251571953297, "auxiliary_loss_weight": 1.0, "epoch": 11.37511693171188, "flow_matching_loss": 0.03748547099530697, "grad_norm": 0.1377258449792862, "learning_rate": 6.927919961386984e-05, "loss": 0.0411, "relation_loss": 0.003597947908565402, "selected_pairs": 26287.6, "state_query_norm": 43.489799118041994, "state_relation_loss": 0.00021762277174275368, "step": 12160, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.003597947908565402, "weighted_relation_loss": 0.003597947908565402 }, { "action_query_norm": 42.213935470581056, "action_relation_loss": 0.003558741579763591, "auxiliary_loss_weight": 1.0, "epoch": 11.384471468662301, "flow_matching_loss": 0.0376663438975811, "grad_norm": 0.13855285942554474, "learning_rate": 6.922833419358013e-05, "loss": 0.0415, "relation_loss": 0.003785207774490118, "selected_pairs": 26914.2, "state_query_norm": 43.48393783569336, "state_relation_loss": 0.00022646618017461151, "step": 12170, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.003785207774490118, "weighted_relation_loss": 0.003785207774490118 }, { "action_query_norm": 42.233512496948244, "action_relation_loss": 0.003348171501420438, "auxiliary_loss_weight": 1.0, "epoch": 11.393826005612722, "flow_matching_loss": 0.034783700853586196, "grad_norm": 0.12188196182250977, "learning_rate": 6.917744540905124e-05, "loss": 0.0384, "relation_loss": 0.003573523135855794, "selected_pairs": 26782.5, "state_query_norm": 43.487797546386716, "state_relation_loss": 0.0002253515805932693, "step": 12180, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.003573523135855794, "weighted_relation_loss": 0.003573523135855794 }, { "action_query_norm": 42.24207382202148, "action_relation_loss": 0.003244507382623851, "auxiliary_loss_weight": 1.0, "epoch": 11.403180542563144, "flow_matching_loss": 0.037160313315689565, "grad_norm": 0.13451427221298218, "learning_rate": 6.912653332211787e-05, "loss": 0.0406, "relation_loss": 0.0034763125237077474, "selected_pairs": 26827.0, "state_query_norm": 43.490618515014646, "state_relation_loss": 0.00023180512507678941, "step": 12190, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0034763125237077474, "weighted_relation_loss": 0.0034763125237077474 }, { "action_query_norm": 42.23967933654785, "action_relation_loss": 0.003185544302687049, "auxiliary_loss_weight": 1.0, "epoch": 11.412535079513564, "flow_matching_loss": 0.03762156888842583, "grad_norm": 0.17974194884300232, "learning_rate": 6.9075597994643e-05, "loss": 0.041, "relation_loss": 0.0034044865518808366, "selected_pairs": 27693.7, "state_query_norm": 43.48233413696289, "state_relation_loss": 0.00021894226374570281, "step": 12200, "valid_action_samples": 235.8, "weighted_auxiliary_loss": 0.0034044865518808366, "weighted_relation_loss": 0.0034044865518808366 }, { "action_query_norm": 42.20636253356933, "action_relation_loss": 0.0033727270318195226, "auxiliary_loss_weight": 1.0, "epoch": 11.421889616463986, "flow_matching_loss": 0.038810350745916364, "grad_norm": 0.11631488800048828, "learning_rate": 6.902463948851787e-05, "loss": 0.0424, "relation_loss": 0.003601385769434273, "selected_pairs": 26669.6, "state_query_norm": 43.47470054626465, "state_relation_loss": 0.0002286587332491763, "step": 12210, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.003601385769434273, "weighted_relation_loss": 0.003601385769434273 }, { "action_query_norm": 42.2312686920166, "action_relation_loss": 0.0033509741770103574, "auxiliary_loss_weight": 1.0, "epoch": 11.431244153414406, "flow_matching_loss": 0.03482390698045492, "grad_norm": 0.12551163136959076, "learning_rate": 6.897365786566184e-05, "loss": 0.0384, "relation_loss": 0.0035686072427779437, "selected_pairs": 26777.7, "state_query_norm": 43.4859619140625, "state_relation_loss": 0.00021763306722277775, "step": 12220, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0035686072427779437, "weighted_relation_loss": 0.0035686072427779437 }, { "action_query_norm": 42.23380699157715, "action_relation_loss": 0.003264257707633078, "auxiliary_loss_weight": 1.0, "epoch": 11.440598690364826, "flow_matching_loss": 0.03465246427804232, "grad_norm": 0.11762004345655441, "learning_rate": 6.892265318802242e-05, "loss": 0.0381, "relation_loss": 0.0034862666158005594, "selected_pairs": 27125.6, "state_query_norm": 43.48010139465332, "state_relation_loss": 0.00022200888633960858, "step": 12230, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0034862666158005594, "weighted_relation_loss": 0.0034862666158005594 }, { "action_query_norm": 42.19971542358398, "action_relation_loss": 0.0034942379919812084, "auxiliary_loss_weight": 1.0, "epoch": 11.449953227315248, "flow_matching_loss": 0.0343641372397542, "grad_norm": 0.11113609373569489, "learning_rate": 6.887162551757507e-05, "loss": 0.0381, "relation_loss": 0.003711665538139641, "selected_pairs": 26224.0, "state_query_norm": 43.483327865600586, "state_relation_loss": 0.00021742749522672965, "step": 12240, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.003711665538139641, "weighted_relation_loss": 0.003711665538139641 }, { "action_query_norm": 42.19910736083985, "action_relation_loss": 0.0035403405781835318, "auxiliary_loss_weight": 1.0, "epoch": 11.459307764265668, "flow_matching_loss": 0.03532683998346329, "grad_norm": 0.11339490115642548, "learning_rate": 6.882057491632326e-05, "loss": 0.0391, "relation_loss": 0.0037671525264158846, "selected_pairs": 26712.1, "state_query_norm": 43.46441307067871, "state_relation_loss": 0.0002268119584186934, "step": 12250, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0037671525264158846, "weighted_relation_loss": 0.0037671525264158846 }, { "action_query_norm": 42.180677795410155, "action_relation_loss": 0.0034042609622702003, "auxiliary_loss_weight": 1.0, "epoch": 11.46866230121609, "flow_matching_loss": 0.03748497497290373, "grad_norm": 0.10912596434354782, "learning_rate": 6.876950144629824e-05, "loss": 0.0411, "relation_loss": 0.0036230734549462795, "selected_pairs": 27131.5, "state_query_norm": 43.47650032043457, "state_relation_loss": 0.00021881246648263185, "step": 12260, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0036230734549462795, "weighted_relation_loss": 0.0036230734549462795 }, { "action_query_norm": 42.167978286743164, "action_relation_loss": 0.0032847695983946323, "auxiliary_loss_weight": 1.0, "epoch": 11.47801683816651, "flow_matching_loss": 0.0369851129129529, "grad_norm": 0.11887135356664658, "learning_rate": 6.87184051695591e-05, "loss": 0.0405, "relation_loss": 0.0035010908497497438, "selected_pairs": 27336.5, "state_query_norm": 43.48338851928711, "state_relation_loss": 0.00021632125572068617, "step": 12270, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0035010908497497438, "weighted_relation_loss": 0.0035010908497497438 }, { "action_query_norm": 42.18276252746582, "action_relation_loss": 0.0034068903420120477, "auxiliary_loss_weight": 1.0, "epoch": 11.487371375116933, "flow_matching_loss": 0.037061866372823715, "grad_norm": 0.12417113035917282, "learning_rate": 6.866728614819268e-05, "loss": 0.0407, "relation_loss": 0.0036249352619051934, "selected_pairs": 26895.2, "state_query_norm": 43.47976722717285, "state_relation_loss": 0.0002180449228035286, "step": 12280, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0036249352619051934, "weighted_relation_loss": 0.0036249352619051934 }, { "action_query_norm": 42.1812801361084, "action_relation_loss": 0.0032841098960489034, "auxiliary_loss_weight": 1.0, "epoch": 11.496725912067353, "flow_matching_loss": 0.03636789582669735, "grad_norm": 0.1399625539779663, "learning_rate": 6.861614444431337e-05, "loss": 0.0399, "relation_loss": 0.0034910645335912704, "selected_pairs": 27101.7, "state_query_norm": 43.476810455322266, "state_relation_loss": 0.00020695462153526024, "step": 12290, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0034910645335912704, "weighted_relation_loss": 0.0034910645335912704 }, { "action_query_norm": 42.19993629455566, "action_relation_loss": 0.003112882887944579, "auxiliary_loss_weight": 1.0, "epoch": 11.506080449017773, "flow_matching_loss": 0.03534938730299473, "grad_norm": 0.1512395739555359, "learning_rate": 6.856498012006318e-05, "loss": 0.0387, "relation_loss": 0.0033248526975512504, "selected_pairs": 27151.1, "state_query_norm": 43.469760513305665, "state_relation_loss": 0.00021196980233071372, "step": 12300, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0033248526975512504, "weighted_relation_loss": 0.0033248526975512504 }, { "action_query_norm": 42.17736320495605, "action_relation_loss": 0.003239030879922211, "auxiliary_loss_weight": 1.0, "epoch": 11.515434985968195, "flow_matching_loss": 0.03666394148021936, "grad_norm": 0.1421726495027542, "learning_rate": 6.851379323761157e-05, "loss": 0.0401, "relation_loss": 0.0034507296280935408, "selected_pairs": 27295.4, "state_query_norm": 43.46566619873047, "state_relation_loss": 0.0002116987685440108, "step": 12310, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0034507296280935408, "weighted_relation_loss": 0.0034507296280935408 }, { "action_query_norm": 42.19910011291504, "action_relation_loss": 0.003235983825288713, "auxiliary_loss_weight": 1.0, "epoch": 11.524789522918615, "flow_matching_loss": 0.0348039485514164, "grad_norm": 0.14795462787151337, "learning_rate": 6.846258385915545e-05, "loss": 0.0382, "relation_loss": 0.003444705554284155, "selected_pairs": 27245.4, "state_query_norm": 43.461478042602536, "state_relation_loss": 0.00020872171880910174, "step": 12320, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.003444705554284155, "weighted_relation_loss": 0.003444705554284155 }, { "action_query_norm": 42.2327262878418, "action_relation_loss": 0.003251852537505329, "auxiliary_loss_weight": 1.0, "epoch": 11.534144059869037, "flow_matching_loss": 0.036949438601732255, "grad_norm": 0.12003280967473984, "learning_rate": 6.841135204691902e-05, "loss": 0.0404, "relation_loss": 0.0034732329891994595, "selected_pairs": 26643.9, "state_query_norm": 43.46166458129883, "state_relation_loss": 0.0002213804458733648, "step": 12330, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0034732329891994595, "weighted_relation_loss": 0.0034732329891994595 }, { "action_query_norm": 42.1659797668457, "action_relation_loss": 0.0033567221835255623, "auxiliary_loss_weight": 1.0, "epoch": 11.543498596819457, "flow_matching_loss": 0.033931861817836764, "grad_norm": 0.13398581743240356, "learning_rate": 6.836009786315377e-05, "loss": 0.0375, "relation_loss": 0.003574499418027699, "selected_pairs": 26457.6, "state_query_norm": 43.489004135131836, "state_relation_loss": 0.0002177772272261791, "step": 12340, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.003574499418027699, "weighted_relation_loss": 0.003574499418027699 }, { "action_query_norm": 42.15822334289551, "action_relation_loss": 0.0032732214778661726, "auxiliary_loss_weight": 1.0, "epoch": 11.552853133769878, "flow_matching_loss": 0.03678263761103153, "grad_norm": 0.13553957641124725, "learning_rate": 6.830882137013839e-05, "loss": 0.0403, "relation_loss": 0.0034794495208188892, "selected_pairs": 26918.0, "state_query_norm": 43.4560546875, "state_relation_loss": 0.0002062280007521622, "step": 12350, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0034794495208188892, "weighted_relation_loss": 0.0034794495208188892 }, { "action_query_norm": 42.17784385681152, "action_relation_loss": 0.0033801913727074862, "auxiliary_loss_weight": 1.0, "epoch": 11.5622076707203, "flow_matching_loss": 0.03464647363871336, "grad_norm": 0.11690334975719452, "learning_rate": 6.825752263017863e-05, "loss": 0.0382, "relation_loss": 0.0035919335670769213, "selected_pairs": 26665.1, "state_query_norm": 43.459957885742185, "state_relation_loss": 0.00021174221474211662, "step": 12360, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0035919335670769213, "weighted_relation_loss": 0.0035919335670769213 }, { "action_query_norm": 42.20817909240723, "action_relation_loss": 0.0032825684174895287, "auxiliary_loss_weight": 1.0, "epoch": 11.57156220767072, "flow_matching_loss": 0.03586600814014673, "grad_norm": 0.10910698026418686, "learning_rate": 6.820620170560731e-05, "loss": 0.0394, "relation_loss": 0.003508445667102933, "selected_pairs": 26782.0, "state_query_norm": 43.46208610534668, "state_relation_loss": 0.00022587722633033992, "step": 12370, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.003508445667102933, "weighted_relation_loss": 0.003508445667102933 }, { "action_query_norm": 42.16415100097656, "action_relation_loss": 0.0032461652997881176, "auxiliary_loss_weight": 1.0, "epoch": 11.580916744621142, "flow_matching_loss": 0.03573173247277737, "grad_norm": 0.1503521203994751, "learning_rate": 6.815485865878418e-05, "loss": 0.0392, "relation_loss": 0.0034614575328305365, "selected_pairs": 27293.4, "state_query_norm": 43.45157737731934, "state_relation_loss": 0.0002152922228560783, "step": 12380, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0034614575328305365, "weighted_relation_loss": 0.0034614575328305365 }, { "action_query_norm": 42.17634620666504, "action_relation_loss": 0.0032445505261421204, "auxiliary_loss_weight": 1.0, "epoch": 11.590271281571562, "flow_matching_loss": 0.03368823491036892, "grad_norm": 0.1349669098854065, "learning_rate": 6.810349355209588e-05, "loss": 0.0371, "relation_loss": 0.0034366451669484376, "selected_pairs": 26920.8, "state_query_norm": 43.44979629516602, "state_relation_loss": 0.00019209464953746648, "step": 12390, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0034366451669484376, "weighted_relation_loss": 0.0034366451669484376 }, { "action_query_norm": 42.1641170501709, "action_relation_loss": 0.003509943536482751, "auxiliary_loss_weight": 1.0, "epoch": 11.599625818521982, "flow_matching_loss": 0.03718550745397806, "grad_norm": 0.12181929498910904, "learning_rate": 6.805210644795588e-05, "loss": 0.0409, "relation_loss": 0.0037096495041623713, "selected_pairs": 27360.9, "state_query_norm": 43.452945709228516, "state_relation_loss": 0.00019970594439655542, "step": 12400, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0037096495041623713, "weighted_relation_loss": 0.0037096495041623713 }, { "action_query_norm": 42.1680305480957, "action_relation_loss": 0.0031360001070424915, "auxiliary_loss_weight": 1.0, "epoch": 11.608980355472404, "flow_matching_loss": 0.035378886573016646, "grad_norm": 0.10737279802560806, "learning_rate": 6.800069740880433e-05, "loss": 0.0387, "relation_loss": 0.0033513715025037527, "selected_pairs": 27626.9, "state_query_norm": 43.451899719238284, "state_relation_loss": 0.0002153713838197291, "step": 12410, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.0033513715025037527, "weighted_relation_loss": 0.0033513715025037527 }, { "action_query_norm": 42.153960418701175, "action_relation_loss": 0.003339984640479088, "auxiliary_loss_weight": 1.0, "epoch": 11.618334892422824, "flow_matching_loss": 0.03643034845590591, "grad_norm": 0.17068736255168915, "learning_rate": 6.794926649710807e-05, "loss": 0.04, "relation_loss": 0.0035481836879625917, "selected_pairs": 26575.5, "state_query_norm": 43.454064559936526, "state_relation_loss": 0.00020819902565563097, "step": 12420, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0035481836879625917, "weighted_relation_loss": 0.0035481836879625917 }, { "action_query_norm": 42.162287902832034, "action_relation_loss": 0.003384105861186981, "auxiliary_loss_weight": 1.0, "epoch": 11.627689429373246, "flow_matching_loss": 0.03526771124452353, "grad_norm": 0.12669725716114044, "learning_rate": 6.789781377536052e-05, "loss": 0.0389, "relation_loss": 0.0035952350357547403, "selected_pairs": 26898.8, "state_query_norm": 43.451137161254884, "state_relation_loss": 0.0002111291862092912, "step": 12430, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0035952350357547403, "weighted_relation_loss": 0.0035952350357547403 }, { "action_query_norm": 42.15617790222168, "action_relation_loss": 0.0031788289081305264, "auxiliary_loss_weight": 1.0, "epoch": 11.637043966323667, "flow_matching_loss": 0.036006140522658825, "grad_norm": 0.13722069561481476, "learning_rate": 6.784633930608158e-05, "loss": 0.0394, "relation_loss": 0.0033991184318438172, "selected_pairs": 26990.0, "state_query_norm": 43.44210433959961, "state_relation_loss": 0.000220289510616567, "step": 12440, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0033991184318438172, "weighted_relation_loss": 0.0033991184318438172 }, { "action_query_norm": 42.147071838378906, "action_relation_loss": 0.0036741125164553522, "auxiliary_loss_weight": 1.0, "epoch": 11.646398503274089, "flow_matching_loss": 0.03687986768782139, "grad_norm": 0.14447014033794403, "learning_rate": 6.779484315181759e-05, "loss": 0.0408, "relation_loss": 0.00388653501868248, "selected_pairs": 26112.4, "state_query_norm": 43.447697448730466, "state_relation_loss": 0.00021242253278614954, "step": 12450, "valid_action_samples": 229.0, "weighted_auxiliary_loss": 0.00388653501868248, "weighted_relation_loss": 0.00388653501868248 }, { "action_query_norm": 42.17148628234863, "action_relation_loss": 0.0033325975760817527, "auxiliary_loss_weight": 1.0, "epoch": 11.655753040224509, "flow_matching_loss": 0.035694096609950064, "grad_norm": 0.09845362603664398, "learning_rate": 6.774332537514122e-05, "loss": 0.0392, "relation_loss": 0.003542292071506381, "selected_pairs": 27047.1, "state_query_norm": 43.435228729248045, "state_relation_loss": 0.0002096944605000317, "step": 12460, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.003542292071506381, "weighted_relation_loss": 0.003542292071506381 }, { "action_query_norm": 42.11215744018555, "action_relation_loss": 0.0036054196767508983, "auxiliary_loss_weight": 1.0, "epoch": 11.665107577174929, "flow_matching_loss": 0.03608983419835567, "grad_norm": 0.12846402823925018, "learning_rate": 6.769178603865143e-05, "loss": 0.0399, "relation_loss": 0.0038288127398118377, "selected_pairs": 26392.8, "state_query_norm": 43.434486389160156, "state_relation_loss": 0.00022339302231557667, "step": 12470, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0038288127398118377, "weighted_relation_loss": 0.0038288127398118377 }, { "action_query_norm": 42.15213394165039, "action_relation_loss": 0.0031204638071358204, "auxiliary_loss_weight": 1.0, "epoch": 11.674462114125351, "flow_matching_loss": 0.036912243254482745, "grad_norm": 0.09330590814352036, "learning_rate": 6.764022520497337e-05, "loss": 0.0403, "relation_loss": 0.0033380566630512474, "selected_pairs": 27253.1, "state_query_norm": 43.4385498046875, "state_relation_loss": 0.0002175928675569594, "step": 12480, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0033380566630512474, "weighted_relation_loss": 0.0033380566630512474 }, { "action_query_norm": 42.136787796020506, "action_relation_loss": 0.003384478925727308, "auxiliary_loss_weight": 1.0, "epoch": 11.683816651075771, "flow_matching_loss": 0.03630836009979248, "grad_norm": 0.12670718133449554, "learning_rate": 6.758864293675833e-05, "loss": 0.0399, "relation_loss": 0.0036014342214912174, "selected_pairs": 26385.2, "state_query_norm": 43.446577072143555, "state_relation_loss": 0.00021695530886063353, "step": 12490, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0036014342214912174, "weighted_relation_loss": 0.0036014342214912174 }, { "action_query_norm": 42.13591537475586, "action_relation_loss": 0.003408984513953328, "auxiliary_loss_weight": 1.0, "epoch": 11.693171188026193, "flow_matching_loss": 0.03601077198982239, "grad_norm": 0.10600659996271133, "learning_rate": 6.753703929668362e-05, "loss": 0.0396, "relation_loss": 0.0036164599703624846, "selected_pairs": 26874.4, "state_query_norm": 43.43670425415039, "state_relation_loss": 0.00020747546368511395, "step": 12500, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0036164599703624846, "weighted_relation_loss": 0.0036164599703624846 }, { "action_query_norm": 42.1272388458252, "action_relation_loss": 0.003271537250839174, "auxiliary_loss_weight": 1.0, "epoch": 11.702525724976613, "flow_matching_loss": 0.03469538874924183, "grad_norm": 0.12563477456569672, "learning_rate": 6.748541434745253e-05, "loss": 0.0382, "relation_loss": 0.0034792701015248896, "selected_pairs": 26785.2, "state_query_norm": 43.42907485961914, "state_relation_loss": 0.0002077328899758868, "step": 12510, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0034792701015248896, "weighted_relation_loss": 0.0034792701015248896 }, { "action_query_norm": 42.13860397338867, "action_relation_loss": 0.0030992010608315466, "auxiliary_loss_weight": 1.0, "epoch": 11.711880261927035, "flow_matching_loss": 0.03535322360694408, "grad_norm": 0.15090161561965942, "learning_rate": 6.743376815179424e-05, "loss": 0.0387, "relation_loss": 0.0033018662827089427, "selected_pairs": 27300.0, "state_query_norm": 43.434522247314455, "state_relation_loss": 0.00020266522478777914, "step": 12520, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0033018662827089427, "weighted_relation_loss": 0.0033018662827089427 }, { "action_query_norm": 42.13251953125, "action_relation_loss": 0.003163106762804091, "auxiliary_loss_weight": 1.0, "epoch": 11.721234798877456, "flow_matching_loss": 0.03805111199617386, "grad_norm": 0.12468741089105606, "learning_rate": 6.738210077246376e-05, "loss": 0.0414, "relation_loss": 0.003385440004058182, "selected_pairs": 27669.9, "state_query_norm": 43.428938674926755, "state_relation_loss": 0.00022233326453715562, "step": 12530, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.003385440004058182, "weighted_relation_loss": 0.003385440004058182 }, { "action_query_norm": 42.128719329833984, "action_relation_loss": 0.0031965394271537663, "auxiliary_loss_weight": 1.0, "epoch": 11.730589335827876, "flow_matching_loss": 0.036211360991001126, "grad_norm": 0.11946740746498108, "learning_rate": 6.733041227224181e-05, "loss": 0.0396, "relation_loss": 0.0034204736817628144, "selected_pairs": 26340.6, "state_query_norm": 43.41685180664062, "state_relation_loss": 0.0002239342444227077, "step": 12540, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0034204736817628144, "weighted_relation_loss": 0.0034204736817628144 }, { "action_query_norm": 42.139271926879886, "action_relation_loss": 0.003373961732722819, "auxiliary_loss_weight": 1.0, "epoch": 11.739943872778298, "flow_matching_loss": 0.03611021302640438, "grad_norm": 0.1084761992096901, "learning_rate": 6.72787027139348e-05, "loss": 0.0397, "relation_loss": 0.0035954131744802, "selected_pairs": 27527.7, "state_query_norm": 43.43634719848633, "state_relation_loss": 0.000221451444667764, "step": 12550, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.0035954131744802, "weighted_relation_loss": 0.0035954131744802 }, { "action_query_norm": 42.099867248535155, "action_relation_loss": 0.0033215171191841365, "auxiliary_loss_weight": 1.0, "epoch": 11.749298409728718, "flow_matching_loss": 0.03610061276704073, "grad_norm": 0.15541520714759827, "learning_rate": 6.72269721603747e-05, "loss": 0.0396, "relation_loss": 0.003530876338481903, "selected_pairs": 26340.6, "state_query_norm": 43.427049255371095, "state_relation_loss": 0.00020935925422236324, "step": 12560, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.003530876338481903, "weighted_relation_loss": 0.003530876338481903 }, { "action_query_norm": 42.13784561157227, "action_relation_loss": 0.0032907841727137566, "auxiliary_loss_weight": 1.0, "epoch": 11.75865294667914, "flow_matching_loss": 0.0330638837069273, "grad_norm": 0.10872554779052734, "learning_rate": 6.717522067441904e-05, "loss": 0.0366, "relation_loss": 0.0035239846911281347, "selected_pairs": 27059.0, "state_query_norm": 43.4247241973877, "state_relation_loss": 0.00023320053733186797, "step": 12570, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0035239846911281347, "weighted_relation_loss": 0.0035239846911281347 }, { "action_query_norm": 42.14399452209473, "action_relation_loss": 0.0033002663170918823, "auxiliary_loss_weight": 1.0, "epoch": 11.76800748362956, "flow_matching_loss": 0.0357510257512331, "grad_norm": 0.11451537907123566, "learning_rate": 6.712344831895074e-05, "loss": 0.0393, "relation_loss": 0.0035325733944773672, "selected_pairs": 27197.7, "state_query_norm": 43.43232955932617, "state_relation_loss": 0.000232307065743953, "step": 12580, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0035325733944773672, "weighted_relation_loss": 0.0035325733944773672 }, { "action_query_norm": 42.12469902038574, "action_relation_loss": 0.003286406840197742, "auxiliary_loss_weight": 1.0, "epoch": 11.77736202057998, "flow_matching_loss": 0.035647550225257875, "grad_norm": 0.10018999129533768, "learning_rate": 6.707165515687811e-05, "loss": 0.0391, "relation_loss": 0.00350063000805676, "selected_pairs": 26733.8, "state_query_norm": 43.41707878112793, "state_relation_loss": 0.00021422317367978395, "step": 12590, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.00350063000805676, "weighted_relation_loss": 0.00350063000805676 }, { "action_query_norm": 42.11401443481445, "action_relation_loss": 0.0032594076823443175, "auxiliary_loss_weight": 1.0, "epoch": 11.786716557530402, "flow_matching_loss": 0.03258440177887678, "grad_norm": 0.14452065527439117, "learning_rate": 6.70198412511347e-05, "loss": 0.0361, "relation_loss": 0.003482065978460014, "selected_pairs": 26995.4, "state_query_norm": 43.417243576049806, "state_relation_loss": 0.0002226582946605049, "step": 12600, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.003482065978460014, "weighted_relation_loss": 0.003482065978460014 }, { "action_query_norm": 42.089165115356444, "action_relation_loss": 0.0032584309112280605, "auxiliary_loss_weight": 1.0, "epoch": 11.796071094480823, "flow_matching_loss": 0.035713966190814975, "grad_norm": 0.13447514176368713, "learning_rate": 6.69680066646793e-05, "loss": 0.0392, "relation_loss": 0.003467001160606742, "selected_pairs": 26547.1, "state_query_norm": 43.42060813903809, "state_relation_loss": 0.0002085702624754049, "step": 12610, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.003467001160606742, "weighted_relation_loss": 0.003467001160606742 }, { "action_query_norm": 42.07159614562988, "action_relation_loss": 0.0034908968722447754, "auxiliary_loss_weight": 1.0, "epoch": 11.805425631431245, "flow_matching_loss": 0.03516863565891981, "grad_norm": 0.18321366608142853, "learning_rate": 6.691615146049583e-05, "loss": 0.0389, "relation_loss": 0.003696297248825431, "selected_pairs": 27256.1, "state_query_norm": 43.423404693603516, "state_relation_loss": 0.00020540037512546406, "step": 12620, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.003696297248825431, "weighted_relation_loss": 0.003696297248825431 }, { "action_query_norm": 42.11720924377441, "action_relation_loss": 0.0032715510576963426, "auxiliary_loss_weight": 1.0, "epoch": 11.814780168381665, "flow_matching_loss": 0.03669705949723721, "grad_norm": 0.09841006994247437, "learning_rate": 6.686427570159324e-05, "loss": 0.0402, "relation_loss": 0.003482982935383916, "selected_pairs": 26552.8, "state_query_norm": 43.416984939575194, "state_relation_loss": 0.0002114318616804667, "step": 12630, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.003482982935383916, "weighted_relation_loss": 0.003482982935383916 }, { "action_query_norm": 42.1185115814209, "action_relation_loss": 0.0034717173082754018, "auxiliary_loss_weight": 1.0, "epoch": 11.824134705332087, "flow_matching_loss": 0.03486535605043173, "grad_norm": 0.14246077835559845, "learning_rate": 6.681237945100548e-05, "loss": 0.0385, "relation_loss": 0.003682415303774178, "selected_pairs": 26994.9, "state_query_norm": 43.40112190246582, "state_relation_loss": 0.0002106979678501375, "step": 12640, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.003682415303774178, "weighted_relation_loss": 0.003682415303774178 }, { "action_query_norm": 42.06296234130859, "action_relation_loss": 0.00320038516074419, "auxiliary_loss_weight": 1.0, "epoch": 11.833489242282507, "flow_matching_loss": 0.03619080148637295, "grad_norm": 0.18118497729301453, "learning_rate": 6.676046277179139e-05, "loss": 0.0396, "relation_loss": 0.0033979439176619053, "selected_pairs": 26810.6, "state_query_norm": 43.41137161254883, "state_relation_loss": 0.00019755875400733202, "step": 12650, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0033979439176619053, "weighted_relation_loss": 0.0033979439176619053 }, { "action_query_norm": 42.10098075866699, "action_relation_loss": 0.003268791502341628, "auxiliary_loss_weight": 1.0, "epoch": 11.842843779232927, "flow_matching_loss": 0.03744703866541386, "grad_norm": 0.11715467274188995, "learning_rate": 6.670852572703462e-05, "loss": 0.0409, "relation_loss": 0.003497178968973458, "selected_pairs": 27151.7, "state_query_norm": 43.402547454833986, "state_relation_loss": 0.0002283874637214467, "step": 12660, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.003497178968973458, "weighted_relation_loss": 0.003497178968973458 }, { "action_query_norm": 42.09425086975098, "action_relation_loss": 0.003417373262345791, "auxiliary_loss_weight": 1.0, "epoch": 11.85219831618335, "flow_matching_loss": 0.03763245977461338, "grad_norm": 0.15791797637939453, "learning_rate": 6.665656837984359e-05, "loss": 0.0413, "relation_loss": 0.0036306986585259438, "selected_pairs": 26317.5, "state_query_norm": 43.39705543518066, "state_relation_loss": 0.00021332540054572747, "step": 12670, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0036306986585259438, "weighted_relation_loss": 0.0036306986585259438 }, { "action_query_norm": 42.06493072509765, "action_relation_loss": 0.0033443977357819677, "auxiliary_loss_weight": 1.0, "epoch": 11.86155285313377, "flow_matching_loss": 0.035151008516550064, "grad_norm": 0.14945101737976074, "learning_rate": 6.660459079335135e-05, "loss": 0.0387, "relation_loss": 0.003568142093718052, "selected_pairs": 26664.8, "state_query_norm": 43.39111175537109, "state_relation_loss": 0.00022374436230165884, "step": 12680, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.003568142093718052, "weighted_relation_loss": 0.003568142093718052 }, { "action_query_norm": 42.07370300292969, "action_relation_loss": 0.0035307564539834857, "auxiliary_loss_weight": 1.0, "epoch": 11.870907390084191, "flow_matching_loss": 0.03522318638861179, "grad_norm": 0.11899380385875702, "learning_rate": 6.655259303071558e-05, "loss": 0.039, "relation_loss": 0.0037455454235896467, "selected_pairs": 26989.2, "state_query_norm": 43.3939453125, "state_relation_loss": 0.00021478890848811716, "step": 12690, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0037455454235896467, "weighted_relation_loss": 0.0037455454235896467 }, { "action_query_norm": 42.112248229980466, "action_relation_loss": 0.0031870581209659577, "auxiliary_loss_weight": 1.0, "epoch": 11.880261927034612, "flow_matching_loss": 0.035374893248081206, "grad_norm": 0.14075924456119537, "learning_rate": 6.650057515511848e-05, "loss": 0.0388, "relation_loss": 0.003386860410682857, "selected_pairs": 27255.2, "state_query_norm": 43.407301330566405, "state_relation_loss": 0.00019980223587481304, "step": 12700, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.003386860410682857, "weighted_relation_loss": 0.003386860410682857 }, { "action_query_norm": 42.04957275390625, "action_relation_loss": 0.0033884773962199687, "auxiliary_loss_weight": 1.0, "epoch": 11.889616463985032, "flow_matching_loss": 0.03720669746398926, "grad_norm": 0.11417224258184433, "learning_rate": 6.644853722976667e-05, "loss": 0.0408, "relation_loss": 0.0035873363725841046, "selected_pairs": 26874.4, "state_query_norm": 43.395621871948244, "state_relation_loss": 0.00019885896908817814, "step": 12710, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0035873363725841046, "weighted_relation_loss": 0.0035873363725841046 }, { "action_query_norm": 42.08283576965332, "action_relation_loss": 0.0032439684029668568, "auxiliary_loss_weight": 1.0, "epoch": 11.898971000935454, "flow_matching_loss": 0.035357263311743735, "grad_norm": 0.12198728322982788, "learning_rate": 6.639647931789113e-05, "loss": 0.0388, "relation_loss": 0.0034452999709174035, "selected_pairs": 26895.6, "state_query_norm": 43.39553451538086, "state_relation_loss": 0.0002013315839576535, "step": 12720, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0034452999709174035, "weighted_relation_loss": 0.0034452999709174035 }, { "action_query_norm": 42.07964172363281, "action_relation_loss": 0.0033548516919836404, "auxiliary_loss_weight": 1.0, "epoch": 11.908325537885874, "flow_matching_loss": 0.03628058359026909, "grad_norm": 0.10545831173658371, "learning_rate": 6.634440148274713e-05, "loss": 0.0398, "relation_loss": 0.003561158780939877, "selected_pairs": 27104.5, "state_query_norm": 43.38041801452637, "state_relation_loss": 0.00020630710205296054, "step": 12730, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.003561158780939877, "weighted_relation_loss": 0.003561158780939877 }, { "action_query_norm": 42.0982063293457, "action_relation_loss": 0.0032496941974386575, "auxiliary_loss_weight": 1.0, "epoch": 11.917680074836296, "flow_matching_loss": 0.03626366425305605, "grad_norm": 0.10581057518720627, "learning_rate": 6.629230378761415e-05, "loss": 0.0397, "relation_loss": 0.0034594799857586623, "selected_pairs": 26848.5, "state_query_norm": 43.395045852661134, "state_relation_loss": 0.0002097857679473236, "step": 12740, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0034594799857586623, "weighted_relation_loss": 0.0034594799857586623 }, { "action_query_norm": 42.081613540649414, "action_relation_loss": 0.003233614703640342, "auxiliary_loss_weight": 1.0, "epoch": 11.927034611786716, "flow_matching_loss": 0.03411154765635729, "grad_norm": 0.09740237891674042, "learning_rate": 6.624018629579581e-05, "loss": 0.0376, "relation_loss": 0.0034446246922016145, "selected_pairs": 26568.8, "state_query_norm": 43.38403511047363, "state_relation_loss": 0.00021101000456837937, "step": 12750, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0034446246922016145, "weighted_relation_loss": 0.0034446246922016145 }, { "action_query_norm": 42.09049263000488, "action_relation_loss": 0.003326917183585465, "auxiliary_loss_weight": 1.0, "epoch": 11.936389148737138, "flow_matching_loss": 0.037549202516675, "grad_norm": 0.11423471570014954, "learning_rate": 6.618804907061976e-05, "loss": 0.0411, "relation_loss": 0.003524695825763047, "selected_pairs": 26992.3, "state_query_norm": 43.38533592224121, "state_relation_loss": 0.00019777865963988006, "step": 12760, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.003524695825763047, "weighted_relation_loss": 0.003524695825763047 }, { "action_query_norm": 42.0783390045166, "action_relation_loss": 0.0032315643038600683, "auxiliary_loss_weight": 1.0, "epoch": 11.945743685687559, "flow_matching_loss": 0.034297749027609827, "grad_norm": 0.11897691339254379, "learning_rate": 6.613589217543766e-05, "loss": 0.0377, "relation_loss": 0.0034473280422389506, "selected_pairs": 26709.7, "state_query_norm": 43.38562774658203, "state_relation_loss": 0.0002157637500204146, "step": 12770, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0034473280422389506, "weighted_relation_loss": 0.0034473280422389506 }, { "action_query_norm": 42.093906784057616, "action_relation_loss": 0.003161029447801411, "auxiliary_loss_weight": 1.0, "epoch": 11.955098222637979, "flow_matching_loss": 0.034375982359051704, "grad_norm": 0.10936271399259567, "learning_rate": 6.608371567362504e-05, "loss": 0.0377, "relation_loss": 0.003364280262030661, "selected_pairs": 26477.0, "state_query_norm": 43.3805118560791, "state_relation_loss": 0.00020325079676695169, "step": 12780, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.003364280262030661, "weighted_relation_loss": 0.003364280262030661 }, { "action_query_norm": 42.077139663696286, "action_relation_loss": 0.00316439897287637, "auxiliary_loss_weight": 1.0, "epoch": 11.9644527595884, "flow_matching_loss": 0.03525025900453329, "grad_norm": 0.09012307226657867, "learning_rate": 6.60315196285813e-05, "loss": 0.0386, "relation_loss": 0.003355544013902545, "selected_pairs": 26526.1, "state_query_norm": 43.37594795227051, "state_relation_loss": 0.00019114501483272762, "step": 12790, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.003355544013902545, "weighted_relation_loss": 0.003355544013902545 }, { "action_query_norm": 42.061435317993165, "action_relation_loss": 0.0031819280935451387, "auxiliary_loss_weight": 1.0, "epoch": 11.973807296538821, "flow_matching_loss": 0.03566908612847328, "grad_norm": 0.11817358434200287, "learning_rate": 6.597930410372954e-05, "loss": 0.0391, "relation_loss": 0.00338738108985126, "selected_pairs": 26178.8, "state_query_norm": 43.371619033813474, "state_relation_loss": 0.00020545297884382306, "step": 12800, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.00338738108985126, "weighted_relation_loss": 0.00338738108985126 }, { "action_query_norm": 42.066127395629884, "action_relation_loss": 0.00308361304923892, "auxiliary_loss_weight": 1.0, "epoch": 11.983161833489243, "flow_matching_loss": 0.0350887842476368, "grad_norm": 0.1320609748363495, "learning_rate": 6.592706916251653e-05, "loss": 0.0384, "relation_loss": 0.0032824303256347776, "selected_pairs": 26595.4, "state_query_norm": 43.38021125793457, "state_relation_loss": 0.0001988172691198997, "step": 12810, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0032824303256347776, "weighted_relation_loss": 0.0032824303256347776 }, { "action_query_norm": 42.08383445739746, "action_relation_loss": 0.003136694896966219, "auxiliary_loss_weight": 1.0, "epoch": 11.992516370439663, "flow_matching_loss": 0.03580314517021179, "grad_norm": 0.14879296720027924, "learning_rate": 6.587481486841267e-05, "loss": 0.0391, "relation_loss": 0.0033356362488120793, "selected_pairs": 27595.8, "state_query_norm": 43.38139343261719, "state_relation_loss": 0.00019894134748028592, "step": 12820, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.0033356362488120793, "weighted_relation_loss": 0.0033356362488120793 }, { "action_query_norm": 42.04866256713867, "action_relation_loss": 0.0030959404539316893, "auxiliary_loss_weight": 1.0, "epoch": 12.001870907390083, "flow_matching_loss": 0.03514289930462837, "grad_norm": 0.11402806639671326, "learning_rate": 6.582254128491184e-05, "loss": 0.0384, "relation_loss": 0.00330482660792768, "selected_pairs": 24547.5, "state_query_norm": 43.37799072265625, "state_relation_loss": 0.00020888611470581964, "step": 12830, "valid_action_samples": 215.1, "weighted_auxiliary_loss": 0.00330482660792768, "weighted_relation_loss": 0.00330482660792768 }, { "action_query_norm": 42.04716873168945, "action_relation_loss": 0.0031221042620018123, "auxiliary_loss_weight": 1.0, "epoch": 12.011225444340505, "flow_matching_loss": 0.03295574858784676, "grad_norm": 0.13004425168037415, "learning_rate": 6.577024847553139e-05, "loss": 0.0363, "relation_loss": 0.0033320561749860646, "selected_pairs": 26880.0, "state_query_norm": 43.37228698730469, "state_relation_loss": 0.00020995188679080458, "step": 12840, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0033320561749860646, "weighted_relation_loss": 0.0033320561749860646 }, { "action_query_norm": 42.050313568115236, "action_relation_loss": 0.003190901433117688, "auxiliary_loss_weight": 1.0, "epoch": 12.020579981290926, "flow_matching_loss": 0.03371278904378414, "grad_norm": 0.14309906959533691, "learning_rate": 6.571793650381201e-05, "loss": 0.0371, "relation_loss": 0.0033862671349197625, "selected_pairs": 27223.7, "state_query_norm": 43.37340774536133, "state_relation_loss": 0.00019536567851901053, "step": 12850, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0033862671349197625, "weighted_relation_loss": 0.0033862671349197625 }, { "action_query_norm": 42.01391067504883, "action_relation_loss": 0.0030988536309450865, "auxiliary_loss_weight": 1.0, "epoch": 12.029934518241348, "flow_matching_loss": 0.03574510347098112, "grad_norm": 0.14291833341121674, "learning_rate": 6.566560543331766e-05, "loss": 0.039, "relation_loss": 0.003300968883559108, "selected_pairs": 26802.0, "state_query_norm": 43.36585693359375, "state_relation_loss": 0.00020211523806210608, "step": 12860, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.003300968883559108, "weighted_relation_loss": 0.003300968883559108 }, { "action_query_norm": 42.083334350585936, "action_relation_loss": 0.002893327036872506, "auxiliary_loss_weight": 1.0, "epoch": 12.039289055191768, "flow_matching_loss": 0.033046936988830565, "grad_norm": 0.1001598984003067, "learning_rate": 6.561325532763554e-05, "loss": 0.0362, "relation_loss": 0.003114529582671821, "selected_pairs": 26877.0, "state_query_norm": 43.36498870849609, "state_relation_loss": 0.0002212025414337404, "step": 12870, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.003114529582671821, "weighted_relation_loss": 0.003114529582671821 }, { "action_query_norm": 42.03871803283691, "action_relation_loss": 0.002979818731546402, "auxiliary_loss_weight": 1.0, "epoch": 12.04864359214219, "flow_matching_loss": 0.03476782720535994, "grad_norm": 0.14181570708751678, "learning_rate": 6.556088625037597e-05, "loss": 0.038, "relation_loss": 0.0031822217395529153, "selected_pairs": 26921.9, "state_query_norm": 43.3635913848877, "state_relation_loss": 0.00020240300655132159, "step": 12880, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0031822217395529153, "weighted_relation_loss": 0.0031822217395529153 }, { "action_query_norm": 42.04298362731934, "action_relation_loss": 0.003023512125946581, "auxiliary_loss_weight": 1.0, "epoch": 12.05799812909261, "flow_matching_loss": 0.032402877882122996, "grad_norm": 0.14820265769958496, "learning_rate": 6.55084982651723e-05, "loss": 0.0356, "relation_loss": 0.0032207869691774247, "selected_pairs": 26688.2, "state_query_norm": 43.35374374389649, "state_relation_loss": 0.00019727482576854528, "step": 12890, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0032207869691774247, "weighted_relation_loss": 0.0032207869691774247 }, { "action_query_norm": 42.046190643310545, "action_relation_loss": 0.003085822588764131, "auxiliary_loss_weight": 1.0, "epoch": 12.06735266604303, "flow_matching_loss": 0.034634676203131674, "grad_norm": 0.10619772225618362, "learning_rate": 6.54560914356809e-05, "loss": 0.0379, "relation_loss": 0.003276353795081377, "selected_pairs": 27220.9, "state_query_norm": 43.36613006591797, "state_relation_loss": 0.000190531209227629, "step": 12900, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.003276353795081377, "weighted_relation_loss": 0.003276353795081377 }, { "action_query_norm": 42.026324081420896, "action_relation_loss": 0.003068832284770906, "auxiliary_loss_weight": 1.0, "epoch": 12.076707202993452, "flow_matching_loss": 0.0336170980706811, "grad_norm": 0.12278197705745697, "learning_rate": 6.540366582558097e-05, "loss": 0.0369, "relation_loss": 0.0032732379622757435, "selected_pairs": 26476.0, "state_query_norm": 43.356804275512694, "state_relation_loss": 0.00020440566004253924, "step": 12910, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0032732379622757435, "weighted_relation_loss": 0.0032732379622757435 }, { "action_query_norm": 42.00962409973145, "action_relation_loss": 0.0032684650970622895, "auxiliary_loss_weight": 1.0, "epoch": 12.086061739943872, "flow_matching_loss": 0.037249767780303956, "grad_norm": 0.14539669454097748, "learning_rate": 6.53512214985746e-05, "loss": 0.0407, "relation_loss": 0.003457650658674538, "selected_pairs": 26573.0, "state_query_norm": 43.36070518493652, "state_relation_loss": 0.00018918558344012127, "step": 12920, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.003457650658674538, "weighted_relation_loss": 0.003457650658674538 }, { "action_query_norm": 42.04133911132813, "action_relation_loss": 0.0029819006100296973, "auxiliary_loss_weight": 1.0, "epoch": 12.095416276894294, "flow_matching_loss": 0.034303052723407744, "grad_norm": 0.1127200648188591, "learning_rate": 6.529875851838658e-05, "loss": 0.0375, "relation_loss": 0.003178106411360204, "selected_pairs": 27602.7, "state_query_norm": 43.350215911865234, "state_relation_loss": 0.00019620577513705938, "step": 12930, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.003178106411360204, "weighted_relation_loss": 0.003178106411360204 }, { "action_query_norm": 42.01273422241211, "action_relation_loss": 0.0031150704715400936, "auxiliary_loss_weight": 1.0, "epoch": 12.104770813844715, "flow_matching_loss": 0.03480273336172104, "grad_norm": 0.13901492953300476, "learning_rate": 6.52462769487644e-05, "loss": 0.0381, "relation_loss": 0.003314757253974676, "selected_pairs": 27436.1, "state_query_norm": 43.34239501953125, "state_relation_loss": 0.0001996867489651777, "step": 12940, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.003314757253974676, "weighted_relation_loss": 0.003314757253974676 }, { "action_query_norm": 42.00590515136719, "action_relation_loss": 0.002969392924569547, "auxiliary_loss_weight": 1.0, "epoch": 12.114125350795135, "flow_matching_loss": 0.03248721435666084, "grad_norm": 0.11887712776660919, "learning_rate": 6.519377685347807e-05, "loss": 0.0356, "relation_loss": 0.003160699619911611, "selected_pairs": 27340.1, "state_query_norm": 43.363122177124026, "state_relation_loss": 0.00019130669097648932, "step": 12950, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.003160699619911611, "weighted_relation_loss": 0.003160699619911611 }, { "action_query_norm": 41.96333312988281, "action_relation_loss": 0.003198953974060714, "auxiliary_loss_weight": 1.0, "epoch": 12.123479887745557, "flow_matching_loss": 0.03252903632819652, "grad_norm": 0.10666616261005402, "learning_rate": 6.514125829632021e-05, "loss": 0.0359, "relation_loss": 0.003387809474952519, "selected_pairs": 26253.3, "state_query_norm": 43.351890563964844, "state_relation_loss": 0.00018885553436120972, "step": 12960, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.003387809474952519, "weighted_relation_loss": 0.003387809474952519 }, { "action_query_norm": 42.00170707702637, "action_relation_loss": 0.0028604473220184444, "auxiliary_loss_weight": 1.0, "epoch": 12.132834424695977, "flow_matching_loss": 0.033934765681624415, "grad_norm": 0.12301512807607651, "learning_rate": 6.508872134110577e-05, "loss": 0.037, "relation_loss": 0.0030592439230531453, "selected_pairs": 26734.1, "state_query_norm": 43.352596282958984, "state_relation_loss": 0.00019879662286257372, "step": 12970, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0030592439230531453, "weighted_relation_loss": 0.0030592439230531453 }, { "action_query_norm": 41.961161041259764, "action_relation_loss": 0.0030927300453186036, "auxiliary_loss_weight": 1.0, "epoch": 12.142188961646399, "flow_matching_loss": 0.03441220819950104, "grad_norm": 0.10151702910661697, "learning_rate": 6.503616605167213e-05, "loss": 0.0377, "relation_loss": 0.003293701191432774, "selected_pairs": 27276.7, "state_query_norm": 43.344367599487306, "state_relation_loss": 0.00020097113301744684, "step": 12980, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.003293701191432774, "weighted_relation_loss": 0.003293701191432774 }, { "action_query_norm": 42.014617919921875, "action_relation_loss": 0.0029540361603721975, "auxiliary_loss_weight": 1.0, "epoch": 12.15154349859682, "flow_matching_loss": 0.03293301034718752, "grad_norm": 0.10673095285892487, "learning_rate": 6.498359249187893e-05, "loss": 0.0361, "relation_loss": 0.0031520267017185687, "selected_pairs": 26964.9, "state_query_norm": 43.3379581451416, "state_relation_loss": 0.00019799052533926443, "step": 12990, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0031520267017185687, "weighted_relation_loss": 0.0031520267017185687 }, { "action_query_norm": 42.0279052734375, "action_relation_loss": 0.002908687829039991, "auxiliary_loss_weight": 1.0, "epoch": 12.160898035547241, "flow_matching_loss": 0.03397692572325468, "grad_norm": 0.10573019832372665, "learning_rate": 6.493100072560799e-05, "loss": 0.0371, "relation_loss": 0.0031020934926345944, "selected_pairs": 27036.2, "state_query_norm": 43.331865310668945, "state_relation_loss": 0.00019340563158039005, "step": 13000, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0031020934926345944, "weighted_relation_loss": 0.0031020934926345944 }, { "action_query_norm": 41.981890487670896, "action_relation_loss": 0.0029812086606398223, "auxiliary_loss_weight": 1.0, "epoch": 12.170252572497661, "flow_matching_loss": 0.032801967300474646, "grad_norm": 0.11215309053659439, "learning_rate": 6.487839081676327e-05, "loss": 0.036, "relation_loss": 0.003185033146291971, "selected_pairs": 27311.5, "state_query_norm": 43.329850387573245, "state_relation_loss": 0.0002038244769209996, "step": 13010, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.003185033146291971, "weighted_relation_loss": 0.003185033146291971 }, { "action_query_norm": 42.01356086730957, "action_relation_loss": 0.003017530124634504, "auxiliary_loss_weight": 1.0, "epoch": 12.179607109448082, "flow_matching_loss": 0.03306339010596275, "grad_norm": 0.09973546117544174, "learning_rate": 6.482576282927076e-05, "loss": 0.0363, "relation_loss": 0.0032194812316447496, "selected_pairs": 26485.3, "state_query_norm": 43.33837127685547, "state_relation_loss": 0.00020195110846543685, "step": 13020, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0032194812316447496, "weighted_relation_loss": 0.0032194812316447496 }, { "action_query_norm": 42.00211181640625, "action_relation_loss": 0.0028858553851023316, "auxiliary_loss_weight": 1.0, "epoch": 12.188961646398504, "flow_matching_loss": 0.032318707555532455, "grad_norm": 0.10658583790063858, "learning_rate": 6.477311682707845e-05, "loss": 0.0354, "relation_loss": 0.003073032689280808, "selected_pairs": 26778.8, "state_query_norm": 43.34107360839844, "state_relation_loss": 0.00018717730272328482, "step": 13030, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.003073032689280808, "weighted_relation_loss": 0.003073032689280808 }, { "action_query_norm": 41.98744506835938, "action_relation_loss": 0.0029449273832142355, "auxiliary_loss_weight": 1.0, "epoch": 12.198316183348924, "flow_matching_loss": 0.0343806080520153, "grad_norm": 0.13801437616348267, "learning_rate": 6.472045287415616e-05, "loss": 0.0375, "relation_loss": 0.0031410392140969632, "selected_pairs": 26755.5, "state_query_norm": 43.34403648376465, "state_relation_loss": 0.0001961118294275366, "step": 13040, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0031410392140969632, "weighted_relation_loss": 0.0031410392140969632 }, { "action_query_norm": 41.975955200195315, "action_relation_loss": 0.0028778354404494166, "auxiliary_loss_weight": 1.0, "epoch": 12.207670720299346, "flow_matching_loss": 0.0319796497002244, "grad_norm": 0.1225477010011673, "learning_rate": 6.466777103449558e-05, "loss": 0.035, "relation_loss": 0.0030649506486952307, "selected_pairs": 27207.5, "state_query_norm": 43.327941513061525, "state_relation_loss": 0.00018711523152887822, "step": 13050, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0030649506486952307, "weighted_relation_loss": 0.0030649506486952307 }, { "action_query_norm": 42.007928466796876, "action_relation_loss": 0.002881701779551804, "auxiliary_loss_weight": 1.0, "epoch": 12.217025257249766, "flow_matching_loss": 0.032753498293459415, "grad_norm": 0.10961809754371643, "learning_rate": 6.461507137211012e-05, "loss": 0.0358, "relation_loss": 0.003076604660600424, "selected_pairs": 27175.2, "state_query_norm": 43.33794937133789, "state_relation_loss": 0.0001949029217939824, "step": 13060, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.003076604660600424, "weighted_relation_loss": 0.003076604660600424 }, { "action_query_norm": 42.011256790161134, "action_relation_loss": 0.0029142208863049746, "auxiliary_loss_weight": 1.0, "epoch": 12.226379794200188, "flow_matching_loss": 0.03407270666211844, "grad_norm": 0.13027186691761017, "learning_rate": 6.456235395103483e-05, "loss": 0.0372, "relation_loss": 0.0031133118318393826, "selected_pairs": 27244.8, "state_query_norm": 43.33836059570312, "state_relation_loss": 0.00019909094116883353, "step": 13070, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0031133118318393826, "weighted_relation_loss": 0.0031133118318393826 }, { "action_query_norm": 41.953257369995114, "action_relation_loss": 0.002952860062941909, "auxiliary_loss_weight": 1.0, "epoch": 12.235734331150608, "flow_matching_loss": 0.03292595576494932, "grad_norm": 0.09938924759626389, "learning_rate": 6.450961883532634e-05, "loss": 0.0361, "relation_loss": 0.003153616189956665, "selected_pairs": 26650.8, "state_query_norm": 43.33512573242187, "state_relation_loss": 0.00020075615320820362, "step": 13080, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.003153616189956665, "weighted_relation_loss": 0.003153616189956665 }, { "action_query_norm": 41.954030227661136, "action_relation_loss": 0.0030038283206522466, "auxiliary_loss_weight": 1.0, "epoch": 12.245088868101028, "flow_matching_loss": 0.03414360173046589, "grad_norm": 0.12156412750482559, "learning_rate": 6.445686608906283e-05, "loss": 0.0373, "relation_loss": 0.0032057388219982387, "selected_pairs": 26325.9, "state_query_norm": 43.32361831665039, "state_relation_loss": 0.00020191053481539712, "step": 13090, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0032057388219982387, "weighted_relation_loss": 0.0032057388219982387 }, { "action_query_norm": 41.96389541625977, "action_relation_loss": 0.00301289155613631, "auxiliary_loss_weight": 1.0, "epoch": 12.25444340505145, "flow_matching_loss": 0.03402236346155405, "grad_norm": 0.11320826411247253, "learning_rate": 6.44040957763438e-05, "loss": 0.0372, "relation_loss": 0.0031990136252716185, "selected_pairs": 27033.9, "state_query_norm": 43.32292366027832, "state_relation_loss": 0.00018612209387356416, "step": 13100, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0031990136252716185, "weighted_relation_loss": 0.0031990136252716185 }, { "action_query_norm": 41.99753837585449, "action_relation_loss": 0.0029820204479619862, "auxiliary_loss_weight": 1.0, "epoch": 12.26379794200187, "flow_matching_loss": 0.03459729105234146, "grad_norm": 0.11916480958461761, "learning_rate": 6.435130796129018e-05, "loss": 0.0378, "relation_loss": 0.0031749474117532374, "selected_pairs": 26436.6, "state_query_norm": 43.3400318145752, "state_relation_loss": 0.0001929269390529953, "step": 13110, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0031749474117532374, "weighted_relation_loss": 0.0031749474117532374 }, { "action_query_norm": 41.980713272094725, "action_relation_loss": 0.0029620779678225517, "auxiliary_loss_weight": 1.0, "epoch": 12.273152478952293, "flow_matching_loss": 0.03542806431651115, "grad_norm": 0.11734075099229813, "learning_rate": 6.429850270804416e-05, "loss": 0.0386, "relation_loss": 0.0031668080948293207, "selected_pairs": 26513.1, "state_query_norm": 43.321742630004884, "state_relation_loss": 0.00020473011973081156, "step": 13120, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0031668080948293207, "weighted_relation_loss": 0.0031668080948293207 }, { "action_query_norm": 41.99038848876953, "action_relation_loss": 0.0030551114585250618, "auxiliary_loss_weight": 1.0, "epoch": 12.282507015902713, "flow_matching_loss": 0.03469827063381672, "grad_norm": 0.12794241309165955, "learning_rate": 6.424568008076909e-05, "loss": 0.038, "relation_loss": 0.0032577066449448466, "selected_pairs": 27102.7, "state_query_norm": 43.32226333618164, "state_relation_loss": 0.000202595216978807, "step": 13130, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0032577066449448466, "weighted_relation_loss": 0.0032577066449448466 }, { "action_query_norm": 41.970523071289065, "action_relation_loss": 0.0028120413888245823, "auxiliary_loss_weight": 1.0, "epoch": 12.291861552853133, "flow_matching_loss": 0.03245031703263521, "grad_norm": 0.11805905401706696, "learning_rate": 6.419284014364943e-05, "loss": 0.0355, "relation_loss": 0.0030132144456729293, "selected_pairs": 26779.5, "state_query_norm": 43.31773834228515, "state_relation_loss": 0.0002011730946833268, "step": 13140, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0030132144456729293, "weighted_relation_loss": 0.0030132144456729293 }, { "action_query_norm": 41.968004608154295, "action_relation_loss": 0.0029705721652135255, "auxiliary_loss_weight": 1.0, "epoch": 12.301216089803555, "flow_matching_loss": 0.03323113154619932, "grad_norm": 0.10220222920179367, "learning_rate": 6.41399829608907e-05, "loss": 0.0364, "relation_loss": 0.0031597331864759324, "selected_pairs": 26763.6, "state_query_norm": 43.3296012878418, "state_relation_loss": 0.00018916102417279034, "step": 13150, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0031597331864759324, "weighted_relation_loss": 0.0031597331864759324 }, { "action_query_norm": 41.93251533508301, "action_relation_loss": 0.003016302525065839, "auxiliary_loss_weight": 1.0, "epoch": 12.310570626753975, "flow_matching_loss": 0.034129302762448785, "grad_norm": 0.13460874557495117, "learning_rate": 6.408710859671938e-05, "loss": 0.0373, "relation_loss": 0.003206933080218732, "selected_pairs": 27382.1, "state_query_norm": 43.32910385131836, "state_relation_loss": 0.000190630518773105, "step": 13160, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.003206933080218732, "weighted_relation_loss": 0.003206933080218732 }, { "action_query_norm": 41.94967918395996, "action_relation_loss": 0.003145502251572907, "auxiliary_loss_weight": 1.0, "epoch": 12.319925163704397, "flow_matching_loss": 0.03533425536006689, "grad_norm": 0.13616247475147247, "learning_rate": 6.403421711538278e-05, "loss": 0.0387, "relation_loss": 0.003328917850740254, "selected_pairs": 27035.4, "state_query_norm": 43.31529083251953, "state_relation_loss": 0.00018341561954002828, "step": 13170, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.003328917850740254, "weighted_relation_loss": 0.003328917850740254 }, { "action_query_norm": 41.94817886352539, "action_relation_loss": 0.0029600247740745544, "auxiliary_loss_weight": 1.0, "epoch": 12.329279700654817, "flow_matching_loss": 0.036843419820070264, "grad_norm": 0.1033196821808815, "learning_rate": 6.398130858114903e-05, "loss": 0.04, "relation_loss": 0.0031516788294538856, "selected_pairs": 26919.8, "state_query_norm": 43.31308288574219, "state_relation_loss": 0.0001916540917591192, "step": 13180, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0031516788294538856, "weighted_relation_loss": 0.0031516788294538856 }, { "action_query_norm": 41.97570381164551, "action_relation_loss": 0.0028692334657534958, "auxiliary_loss_weight": 1.0, "epoch": 12.33863423760524, "flow_matching_loss": 0.03450008239597082, "grad_norm": 0.11780206114053726, "learning_rate": 6.392838305830701e-05, "loss": 0.0376, "relation_loss": 0.00307121928781271, "selected_pairs": 26835.9, "state_query_norm": 43.304320907592775, "state_relation_loss": 0.00020198582496959715, "step": 13190, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.00307121928781271, "weighted_relation_loss": 0.00307121928781271 }, { "action_query_norm": 41.92032585144043, "action_relation_loss": 0.0030541214160621165, "auxiliary_loss_weight": 1.0, "epoch": 12.34798877455566, "flow_matching_loss": 0.03348560817539692, "grad_norm": 0.1025887206196785, "learning_rate": 6.387544061116621e-05, "loss": 0.0367, "relation_loss": 0.0032472912222146987, "selected_pairs": 26901.6, "state_query_norm": 43.31240577697754, "state_relation_loss": 0.0001931698323460296, "step": 13200, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0032472912222146987, "weighted_relation_loss": 0.0032472912222146987 }, { "action_query_norm": 41.89239234924317, "action_relation_loss": 0.00302297945600003, "auxiliary_loss_weight": 1.0, "epoch": 12.35734331150608, "flow_matching_loss": 0.03267549406737089, "grad_norm": 0.12010189890861511, "learning_rate": 6.382248130405671e-05, "loss": 0.0359, "relation_loss": 0.003224602760747075, "selected_pairs": 26781.2, "state_query_norm": 43.295893859863284, "state_relation_loss": 0.00020162330765742807, "step": 13210, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.003224602760747075, "weighted_relation_loss": 0.003224602760747075 }, { "action_query_norm": 41.91617965698242, "action_relation_loss": 0.003093109605833888, "auxiliary_loss_weight": 1.0, "epoch": 12.366697848456502, "flow_matching_loss": 0.033379473350942136, "grad_norm": 0.10182957351207733, "learning_rate": 6.376950520132905e-05, "loss": 0.0367, "relation_loss": 0.0033016825793311, "selected_pairs": 26045.0, "state_query_norm": 43.306893539428714, "state_relation_loss": 0.0002085729662212543, "step": 13220, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.0033016825793311, "weighted_relation_loss": 0.0033016825793311 }, { "action_query_norm": 41.898946380615236, "action_relation_loss": 0.002925509866327047, "auxiliary_loss_weight": 1.0, "epoch": 12.376052385406922, "flow_matching_loss": 0.03360453099012375, "grad_norm": 0.11867193877696991, "learning_rate": 6.371651236735418e-05, "loss": 0.0367, "relation_loss": 0.003130483045242727, "selected_pairs": 27433.1, "state_query_norm": 43.29015274047852, "state_relation_loss": 0.00020497318328125403, "step": 13230, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.003130483045242727, "weighted_relation_loss": 0.003130483045242727 }, { "action_query_norm": 41.93071670532227, "action_relation_loss": 0.0029353083577007056, "auxiliary_loss_weight": 1.0, "epoch": 12.385406922357344, "flow_matching_loss": 0.032769221998751166, "grad_norm": 0.10601264983415604, "learning_rate": 6.366350286652341e-05, "loss": 0.0359, "relation_loss": 0.0031400663545355203, "selected_pairs": 26117.2, "state_query_norm": 43.30243453979492, "state_relation_loss": 0.0002047579735517502, "step": 13240, "valid_action_samples": 229.0, "weighted_auxiliary_loss": 0.0031400663545355203, "weighted_relation_loss": 0.0031400663545355203 }, { "action_query_norm": 41.9407241821289, "action_relation_loss": 0.0028477767948061226, "auxiliary_loss_weight": 1.0, "epoch": 12.394761459307764, "flow_matching_loss": 0.0342065641656518, "grad_norm": 0.09010843932628632, "learning_rate": 6.361047676324827e-05, "loss": 0.0373, "relation_loss": 0.0030528426403179766, "selected_pairs": 26666.4, "state_query_norm": 43.30059928894043, "state_relation_loss": 0.0002050658586085774, "step": 13250, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0030528426403179766, "weighted_relation_loss": 0.0030528426403179766 }, { "action_query_norm": 41.91566963195801, "action_relation_loss": 0.003065446624532342, "auxiliary_loss_weight": 1.0, "epoch": 12.404115996258184, "flow_matching_loss": 0.03256406635046005, "grad_norm": 0.1041155755519867, "learning_rate": 6.355743412196047e-05, "loss": 0.0358, "relation_loss": 0.003254598123021424, "selected_pairs": 26467.0, "state_query_norm": 43.29671974182129, "state_relation_loss": 0.00018915150285465644, "step": 13260, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.003254598123021424, "weighted_relation_loss": 0.003254598123021424 }, { "action_query_norm": 41.92751045227051, "action_relation_loss": 0.002995756780728698, "auxiliary_loss_weight": 1.0, "epoch": 12.413470533208606, "flow_matching_loss": 0.03344463277608156, "grad_norm": 0.10944859683513641, "learning_rate": 6.350437500711184e-05, "loss": 0.0366, "relation_loss": 0.0031917183427140118, "selected_pairs": 26553.9, "state_query_norm": 43.29373359680176, "state_relation_loss": 0.00019596156780608, "step": 13270, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0031917183427140118, "weighted_relation_loss": 0.0031917183427140118 }, { "action_query_norm": 41.90259056091308, "action_relation_loss": 0.003034013882279396, "auxiliary_loss_weight": 1.0, "epoch": 12.422825070159027, "flow_matching_loss": 0.032311699353158474, "grad_norm": 0.09716824442148209, "learning_rate": 6.345129948317418e-05, "loss": 0.0355, "relation_loss": 0.0032311022980138658, "selected_pairs": 27041.1, "state_query_norm": 43.28889503479004, "state_relation_loss": 0.00019708845065906643, "step": 13280, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0032311022980138658, "weighted_relation_loss": 0.0032311022980138658 }, { "action_query_norm": 41.86978340148926, "action_relation_loss": 0.0030159737449139356, "auxiliary_loss_weight": 1.0, "epoch": 12.432179607109449, "flow_matching_loss": 0.032954678125679496, "grad_norm": 0.11297447234392166, "learning_rate": 6.33982076146393e-05, "loss": 0.0362, "relation_loss": 0.003209255775436759, "selected_pairs": 26554.9, "state_query_norm": 43.2890811920166, "state_relation_loss": 0.00019328202906763182, "step": 13290, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.003209255775436759, "weighted_relation_loss": 0.003209255775436759 }, { "action_query_norm": 41.866848373413085, "action_relation_loss": 0.003042169287800789, "auxiliary_loss_weight": 1.0, "epoch": 12.441534144059869, "flow_matching_loss": 0.03332643546164036, "grad_norm": 0.11318192631006241, "learning_rate": 6.334509946601879e-05, "loss": 0.0366, "relation_loss": 0.003238321514800191, "selected_pairs": 27034.5, "state_query_norm": 43.29000968933106, "state_relation_loss": 0.00019615225173765793, "step": 13300, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.003238321514800191, "weighted_relation_loss": 0.003238321514800191 }, { "action_query_norm": 41.849219131469724, "action_relation_loss": 0.0031022023409605025, "auxiliary_loss_weight": 1.0, "epoch": 12.45088868101029, "flow_matching_loss": 0.0341860955581069, "grad_norm": 0.09534257650375366, "learning_rate": 6.329197510184406e-05, "loss": 0.0375, "relation_loss": 0.003282605530694127, "selected_pairs": 26698.5, "state_query_norm": 43.29604797363281, "state_relation_loss": 0.00018040317227132618, "step": 13310, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.003282605530694127, "weighted_relation_loss": 0.003282605530694127 }, { "action_query_norm": 41.91279602050781, "action_relation_loss": 0.002999415062367916, "auxiliary_loss_weight": 1.0, "epoch": 12.460243217960711, "flow_matching_loss": 0.03491746559739113, "grad_norm": 0.11335205286741257, "learning_rate": 6.323883458666624e-05, "loss": 0.0381, "relation_loss": 0.0031960950000211596, "selected_pairs": 26439.3, "state_query_norm": 43.2944034576416, "state_relation_loss": 0.00019667996384669094, "step": 13320, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0031960950000211596, "weighted_relation_loss": 0.0031960950000211596 }, { "action_query_norm": 41.89822540283203, "action_relation_loss": 0.0028760334942489864, "auxiliary_loss_weight": 1.0, "epoch": 12.469597754911131, "flow_matching_loss": 0.03269033823162317, "grad_norm": 0.09444337338209152, "learning_rate": 6.318567798505605e-05, "loss": 0.0358, "relation_loss": 0.00307386617641896, "selected_pairs": 26685.4, "state_query_norm": 43.29493293762207, "state_relation_loss": 0.0001978326865355484, "step": 13330, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.00307386617641896, "weighted_relation_loss": 0.00307386617641896 }, { "action_query_norm": 41.92545509338379, "action_relation_loss": 0.002930720127187669, "auxiliary_loss_weight": 1.0, "epoch": 12.478952291861553, "flow_matching_loss": 0.03582060281187296, "grad_norm": 0.12613148987293243, "learning_rate": 6.313250536160378e-05, "loss": 0.039, "relation_loss": 0.0031340774381533264, "selected_pairs": 26621.0, "state_query_norm": 43.28831787109375, "state_relation_loss": 0.00020335732406238095, "step": 13340, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0031340774381533264, "weighted_relation_loss": 0.0031340774381533264 }, { "action_query_norm": 41.90429267883301, "action_relation_loss": 0.0028215087717399, "auxiliary_loss_weight": 1.0, "epoch": 12.488306828811973, "flow_matching_loss": 0.034691262245178225, "grad_norm": 0.12997838854789734, "learning_rate": 6.307931678091917e-05, "loss": 0.0377, "relation_loss": 0.003013942064717412, "selected_pairs": 27183.3, "state_query_norm": 43.277807998657224, "state_relation_loss": 0.0001924332813359797, "step": 13350, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.003013942064717412, "weighted_relation_loss": 0.003013942064717412 }, { "action_query_norm": 41.8583740234375, "action_relation_loss": 0.0029031962621957064, "auxiliary_loss_weight": 1.0, "epoch": 12.497661365762395, "flow_matching_loss": 0.033163034729659556, "grad_norm": 0.10633807629346848, "learning_rate": 6.302611230763138e-05, "loss": 0.0363, "relation_loss": 0.0030976733658462765, "selected_pairs": 26871.9, "state_query_norm": 43.28503150939942, "state_relation_loss": 0.00019447711383691058, "step": 13360, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0030976733658462765, "weighted_relation_loss": 0.0030976733658462765 }, { "action_query_norm": 41.88643341064453, "action_relation_loss": 0.0029071632772684096, "auxiliary_loss_weight": 1.0, "epoch": 12.507015902712816, "flow_matching_loss": 0.033706601709127426, "grad_norm": 0.10939639806747437, "learning_rate": 6.297289200638887e-05, "loss": 0.0368, "relation_loss": 0.0031117254169657827, "selected_pairs": 26944.6, "state_query_norm": 43.267642211914065, "state_relation_loss": 0.00020456212951103225, "step": 13370, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0031117254169657827, "weighted_relation_loss": 0.0031117254169657827 }, { "action_query_norm": 41.871853256225585, "action_relation_loss": 0.002914038603194058, "auxiliary_loss_weight": 1.0, "epoch": 12.516370439663238, "flow_matching_loss": 0.032556484639644626, "grad_norm": 0.11325214803218842, "learning_rate": 6.29196559418593e-05, "loss": 0.0357, "relation_loss": 0.003102351608686149, "selected_pairs": 27368.6, "state_query_norm": 43.26554946899414, "state_relation_loss": 0.00018831299530575052, "step": 13380, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.003102351608686149, "weighted_relation_loss": 0.003102351608686149 }, { "action_query_norm": 41.83406753540039, "action_relation_loss": 0.002988861803896725, "auxiliary_loss_weight": 1.0, "epoch": 12.525724976613658, "flow_matching_loss": 0.03345633409917355, "grad_norm": 0.11330179870128632, "learning_rate": 6.286640417872951e-05, "loss": 0.0366, "relation_loss": 0.0031806466868147254, "selected_pairs": 26754.9, "state_query_norm": 43.27794494628906, "state_relation_loss": 0.00019178489892510698, "step": 13390, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0031806466868147254, "weighted_relation_loss": 0.0031806466868147254 }, { "action_query_norm": 41.86244659423828, "action_relation_loss": 0.0030071608023718, "auxiliary_loss_weight": 1.0, "epoch": 12.535079513564078, "flow_matching_loss": 0.03382675815373659, "grad_norm": 0.12354860454797745, "learning_rate": 6.281313678170542e-05, "loss": 0.037, "relation_loss": 0.0032045750878751276, "selected_pairs": 26960.9, "state_query_norm": 43.27913246154785, "state_relation_loss": 0.00019741428404813633, "step": 13400, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0032045750878751276, "weighted_relation_loss": 0.0032045750878751276 }, { "action_query_norm": 41.88579139709473, "action_relation_loss": 0.002933054510504007, "auxiliary_loss_weight": 1.0, "epoch": 12.5444340505145, "flow_matching_loss": 0.035057196766138075, "grad_norm": 0.13142099976539612, "learning_rate": 6.275985381551194e-05, "loss": 0.0382, "relation_loss": 0.0031481345416978002, "selected_pairs": 27107.3, "state_query_norm": 43.27128372192383, "state_relation_loss": 0.00021508005011128262, "step": 13410, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0031481345416978002, "weighted_relation_loss": 0.0031481345416978002 }, { "action_query_norm": 41.86007537841797, "action_relation_loss": 0.0028997532092034815, "auxiliary_loss_weight": 1.0, "epoch": 12.55378858746492, "flow_matching_loss": 0.03312976080924272, "grad_norm": 0.1709231436252594, "learning_rate": 6.270655534489292e-05, "loss": 0.0362, "relation_loss": 0.003084767796099186, "selected_pairs": 26902.8, "state_query_norm": 43.27973327636719, "state_relation_loss": 0.0001850145752541721, "step": 13420, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.003084767796099186, "weighted_relation_loss": 0.003084767796099186 }, { "action_query_norm": 41.84692535400391, "action_relation_loss": 0.00292145034763962, "auxiliary_loss_weight": 1.0, "epoch": 12.563143124415342, "flow_matching_loss": 0.03524723369628191, "grad_norm": 0.15679430961608887, "learning_rate": 6.265324143461098e-05, "loss": 0.0384, "relation_loss": 0.0031103172339499, "selected_pairs": 27383.8, "state_query_norm": 43.27015495300293, "state_relation_loss": 0.0001888669008621946, "step": 13430, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0031103172339499, "weighted_relation_loss": 0.0031103172339499 }, { "action_query_norm": 41.85115547180176, "action_relation_loss": 0.0028126528020948173, "auxiliary_loss_weight": 1.0, "epoch": 12.572497661365762, "flow_matching_loss": 0.034038602374494076, "grad_norm": 0.103431336581707, "learning_rate": 6.259991214944758e-05, "loss": 0.037, "relation_loss": 0.0030042525148019196, "selected_pairs": 26664.5, "state_query_norm": 43.28014869689942, "state_relation_loss": 0.00019159968651365488, "step": 13440, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0030042525148019196, "weighted_relation_loss": 0.0030042525148019196 }, { "action_query_norm": 41.82633056640625, "action_relation_loss": 0.003076864150352776, "auxiliary_loss_weight": 1.0, "epoch": 12.581852198316183, "flow_matching_loss": 0.033009641058743, "grad_norm": 0.12960004806518555, "learning_rate": 6.254656755420283e-05, "loss": 0.0363, "relation_loss": 0.0032693895045667887, "selected_pairs": 26691.5, "state_query_norm": 43.262054443359375, "state_relation_loss": 0.00019252534984843807, "step": 13450, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0032693895045667887, "weighted_relation_loss": 0.0032693895045667887 }, { "action_query_norm": 41.870100784301755, "action_relation_loss": 0.0027395717334002256, "auxiliary_loss_weight": 1.0, "epoch": 12.591206735266605, "flow_matching_loss": 0.03509743772447109, "grad_norm": 0.13361085951328278, "learning_rate": 6.249320771369545e-05, "loss": 0.038, "relation_loss": 0.0029277759604156017, "selected_pairs": 26973.5, "state_query_norm": 43.267233276367186, "state_relation_loss": 0.00018820423865690828, "step": 13460, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0029277759604156017, "weighted_relation_loss": 0.0029277759604156017 }, { "action_query_norm": 41.86938629150391, "action_relation_loss": 0.00288407274056226, "auxiliary_loss_weight": 1.0, "epoch": 12.600561272217025, "flow_matching_loss": 0.03322108201682568, "grad_norm": 0.10932095348834991, "learning_rate": 6.243983269276263e-05, "loss": 0.0363, "relation_loss": 0.0030708693666383624, "selected_pairs": 26165.8, "state_query_norm": 43.27266883850098, "state_relation_loss": 0.00018679661880014465, "step": 13470, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0030708693666383624, "weighted_relation_loss": 0.0030708693666383624 }, { "action_query_norm": 41.82278938293457, "action_relation_loss": 0.002899501868523657, "auxiliary_loss_weight": 1.0, "epoch": 12.609915809167447, "flow_matching_loss": 0.0346441088244319, "grad_norm": 0.1065073236823082, "learning_rate": 6.238644255626012e-05, "loss": 0.0377, "relation_loss": 0.0030802174238488077, "selected_pairs": 26592.1, "state_query_norm": 43.27066535949707, "state_relation_loss": 0.0001807155378628522, "step": 13480, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0030802174238488077, "weighted_relation_loss": 0.0030802174238488077 }, { "action_query_norm": 41.861328125, "action_relation_loss": 0.0028849321650341155, "auxiliary_loss_weight": 1.0, "epoch": 12.619270346117867, "flow_matching_loss": 0.03497606571763754, "grad_norm": 0.1592881977558136, "learning_rate": 6.233303736906193e-05, "loss": 0.038, "relation_loss": 0.0030730700120329855, "selected_pairs": 27061.4, "state_query_norm": 43.262345504760745, "state_relation_loss": 0.00018813784554367886, "step": 13490, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0030730700120329855, "weighted_relation_loss": 0.0030730700120329855 }, { "action_query_norm": 41.820254516601565, "action_relation_loss": 0.0029724041698500512, "auxiliary_loss_weight": 1.0, "epoch": 12.628624883068287, "flow_matching_loss": 0.035082435235381126, "grad_norm": 0.10989081859588623, "learning_rate": 6.227961719606039e-05, "loss": 0.0382, "relation_loss": 0.003152004908770323, "selected_pairs": 27171.5, "state_query_norm": 43.26218872070312, "state_relation_loss": 0.00017960076074814425, "step": 13500, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.003152004908770323, "weighted_relation_loss": 0.003152004908770323 }, { "action_query_norm": 41.84276924133301, "action_relation_loss": 0.0029079233529046176, "auxiliary_loss_weight": 1.0, "epoch": 12.63797942001871, "flow_matching_loss": 0.036152249574661253, "grad_norm": 0.12044554948806763, "learning_rate": 6.222618210216608e-05, "loss": 0.0392, "relation_loss": 0.0030934217851608992, "selected_pairs": 26555.0, "state_query_norm": 43.26091537475586, "state_relation_loss": 0.00018549843953223898, "step": 13510, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0030934217851608992, "weighted_relation_loss": 0.0030934217851608992 }, { "action_query_norm": 41.844107437133786, "action_relation_loss": 0.00284826192073524, "auxiliary_loss_weight": 1.0, "epoch": 12.64733395696913, "flow_matching_loss": 0.03332687932997942, "grad_norm": 0.101325623691082, "learning_rate": 6.217273215230767e-05, "loss": 0.0364, "relation_loss": 0.0030334654729813337, "selected_pairs": 26808.8, "state_query_norm": 43.26084671020508, "state_relation_loss": 0.00018520351877668873, "step": 13520, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0030334654729813337, "weighted_relation_loss": 0.0030334654729813337 }, { "action_query_norm": 41.81576042175293, "action_relation_loss": 0.002952558547258377, "auxiliary_loss_weight": 1.0, "epoch": 12.656688493919551, "flow_matching_loss": 0.03372565116733313, "grad_norm": 0.11374499648809433, "learning_rate": 6.211926741143188e-05, "loss": 0.0369, "relation_loss": 0.003153354418464005, "selected_pairs": 27130.9, "state_query_norm": 43.2516544342041, "state_relation_loss": 0.00020079587848158552, "step": 13530, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.003153354418464005, "weighted_relation_loss": 0.003153354418464005 }, { "action_query_norm": 41.83631629943848, "action_relation_loss": 0.002956402930431068, "auxiliary_loss_weight": 1.0, "epoch": 12.666043030869972, "flow_matching_loss": 0.03488182481378317, "grad_norm": 0.1536562144756317, "learning_rate": 6.20657879445034e-05, "loss": 0.038, "relation_loss": 0.0031427535228431224, "selected_pairs": 26985.8, "state_query_norm": 43.25921211242676, "state_relation_loss": 0.00018635056476341562, "step": 13540, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0031427535228431224, "weighted_relation_loss": 0.0031427535228431224 }, { "action_query_norm": 41.76440162658692, "action_relation_loss": 0.002902032248675823, "auxiliary_loss_weight": 1.0, "epoch": 12.675397567820394, "flow_matching_loss": 0.033957007341086864, "grad_norm": 0.13751523196697235, "learning_rate": 6.201229381650485e-05, "loss": 0.0371, "relation_loss": 0.0030997324734926223, "selected_pairs": 26808.9, "state_query_norm": 43.25201759338379, "state_relation_loss": 0.00019770020444411784, "step": 13550, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0030997324734926223, "weighted_relation_loss": 0.0030997324734926223 }, { "action_query_norm": 41.80410957336426, "action_relation_loss": 0.0028138609137386083, "auxiliary_loss_weight": 1.0, "epoch": 12.684752104770814, "flow_matching_loss": 0.032915026694536206, "grad_norm": 0.13491666316986084, "learning_rate": 6.195878509243661e-05, "loss": 0.0359, "relation_loss": 0.00300018263515085, "selected_pairs": 26989.8, "state_query_norm": 43.25928421020508, "state_relation_loss": 0.00018632173887453974, "step": 13560, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.00300018263515085, "weighted_relation_loss": 0.00300018263515085 }, { "action_query_norm": 41.79946327209473, "action_relation_loss": 0.002975516114383936, "auxiliary_loss_weight": 1.0, "epoch": 12.694106641721234, "flow_matching_loss": 0.0356860026717186, "grad_norm": 0.12024487555027008, "learning_rate": 6.190526183731685e-05, "loss": 0.0388, "relation_loss": 0.0031617589527741076, "selected_pairs": 27036.0, "state_query_norm": 43.25304107666015, "state_relation_loss": 0.0001862428500317037, "step": 13570, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0031617589527741076, "weighted_relation_loss": 0.0031617589527741076 }, { "action_query_norm": 41.75775680541992, "action_relation_loss": 0.003053256147541106, "auxiliary_loss_weight": 1.0, "epoch": 12.703461178671656, "flow_matching_loss": 0.03303366955369711, "grad_norm": 0.11125186085700989, "learning_rate": 6.185172411618138e-05, "loss": 0.0363, "relation_loss": 0.003236802527680993, "selected_pairs": 27200.5, "state_query_norm": 43.25198173522949, "state_relation_loss": 0.00018354642670601607, "step": 13580, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.003236802527680993, "weighted_relation_loss": 0.003236802527680993 }, { "action_query_norm": 41.80714149475098, "action_relation_loss": 0.0028601220343261956, "auxiliary_loss_weight": 1.0, "epoch": 12.712815715622076, "flow_matching_loss": 0.032706938497722146, "grad_norm": 0.10008835792541504, "learning_rate": 6.179817199408355e-05, "loss": 0.0357, "relation_loss": 0.0030402620090171696, "selected_pairs": 26666.7, "state_query_norm": 43.2433780670166, "state_relation_loss": 0.0001801399834221229, "step": 13590, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0030402620090171696, "weighted_relation_loss": 0.0030402620090171696 }, { "action_query_norm": 41.726399993896486, "action_relation_loss": 0.0031355346320196984, "auxiliary_loss_weight": 1.0, "epoch": 12.722170252572498, "flow_matching_loss": 0.0356296231970191, "grad_norm": 0.12275291234254837, "learning_rate": 6.174460553609426e-05, "loss": 0.039, "relation_loss": 0.003325915685854852, "selected_pairs": 26779.6, "state_query_norm": 43.232056045532225, "state_relation_loss": 0.00019038103200728074, "step": 13600, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.003325915685854852, "weighted_relation_loss": 0.003325915685854852 }, { "action_query_norm": 41.786921691894534, "action_relation_loss": 0.002803436736576259, "auxiliary_loss_weight": 1.0, "epoch": 12.731524789522918, "flow_matching_loss": 0.03181898333132267, "grad_norm": 0.11635058373212814, "learning_rate": 6.16910248073018e-05, "loss": 0.0348, "relation_loss": 0.002978592598810792, "selected_pairs": 27351.9, "state_query_norm": 43.23227157592773, "state_relation_loss": 0.0001751558796968311, "step": 13610, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.002978592598810792, "weighted_relation_loss": 0.002978592598810792 }, { "action_query_norm": 41.78145980834961, "action_relation_loss": 0.00284370391163975, "auxiliary_loss_weight": 1.0, "epoch": 12.74087932647334, "flow_matching_loss": 0.032880335487425326, "grad_norm": 0.11177191883325577, "learning_rate": 6.16374298728118e-05, "loss": 0.0359, "relation_loss": 0.003030073409900069, "selected_pairs": 27082.4, "state_query_norm": 43.23311157226563, "state_relation_loss": 0.00018636949098436162, "step": 13620, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.003030073409900069, "weighted_relation_loss": 0.003030073409900069 }, { "action_query_norm": 41.79292259216309, "action_relation_loss": 0.002946065901778638, "auxiliary_loss_weight": 1.0, "epoch": 12.75023386342376, "flow_matching_loss": 0.034875626862049106, "grad_norm": 0.12276195734739304, "learning_rate": 6.158382079774716e-05, "loss": 0.038, "relation_loss": 0.003129570372402668, "selected_pairs": 26715.2, "state_query_norm": 43.24094161987305, "state_relation_loss": 0.00018350445752730594, "step": 13630, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.003129570372402668, "weighted_relation_loss": 0.003129570372402668 }, { "action_query_norm": 41.803466796875, "action_relation_loss": 0.002827559458091855, "auxiliary_loss_weight": 1.0, "epoch": 12.75958840037418, "flow_matching_loss": 0.03228934854269028, "grad_norm": 0.09399166703224182, "learning_rate": 6.153019764724799e-05, "loss": 0.0353, "relation_loss": 0.0030101365875452755, "selected_pairs": 26780.5, "state_query_norm": 43.23357810974121, "state_relation_loss": 0.0001825771396397613, "step": 13640, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0030101365875452755, "weighted_relation_loss": 0.0030101365875452755 }, { "action_query_norm": 41.818054580688475, "action_relation_loss": 0.0027198756812140345, "auxiliary_loss_weight": 1.0, "epoch": 12.768942937324603, "flow_matching_loss": 0.03297201506793499, "grad_norm": 0.12140477448701859, "learning_rate": 6.147656048647144e-05, "loss": 0.0359, "relation_loss": 0.0028987676836550237, "selected_pairs": 27152.0, "state_query_norm": 43.23104820251465, "state_relation_loss": 0.00017889200244098903, "step": 13650, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0028987676836550237, "weighted_relation_loss": 0.0028987676836550237 }, { "action_query_norm": 41.7976676940918, "action_relation_loss": 0.0029378564329817893, "auxiliary_loss_weight": 1.0, "epoch": 12.778297474275023, "flow_matching_loss": 0.03355851750820875, "grad_norm": 0.12996293604373932, "learning_rate": 6.142290938059173e-05, "loss": 0.0367, "relation_loss": 0.0031126665649935602, "selected_pairs": 26666.9, "state_query_norm": 43.24694900512695, "state_relation_loss": 0.00017481013492215425, "step": 13660, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0031126665649935602, "weighted_relation_loss": 0.0031126665649935602 }, { "action_query_norm": 41.75788879394531, "action_relation_loss": 0.002793299313634634, "auxiliary_loss_weight": 1.0, "epoch": 12.787652011225445, "flow_matching_loss": 0.03232938479632139, "grad_norm": 0.1182917132973671, "learning_rate": 6.136924439480001e-05, "loss": 0.0353, "relation_loss": 0.0029846960213035347, "selected_pairs": 26531.1, "state_query_norm": 43.214606857299806, "state_relation_loss": 0.00019139676151098685, "step": 13670, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0029846960213035347, "weighted_relation_loss": 0.0029846960213035347 }, { "action_query_norm": 41.75819320678711, "action_relation_loss": 0.0028785782866179942, "auxiliary_loss_weight": 1.0, "epoch": 12.797006548175865, "flow_matching_loss": 0.032946360483765605, "grad_norm": 0.11825943738222122, "learning_rate": 6.13155655943043e-05, "loss": 0.036, "relation_loss": 0.0030594338197261093, "selected_pairs": 26679.4, "state_query_norm": 43.23197937011719, "state_relation_loss": 0.00018085552001139148, "step": 13680, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0030594338197261093, "weighted_relation_loss": 0.0030594338197261093 }, { "action_query_norm": 41.78599548339844, "action_relation_loss": 0.002868602494709194, "auxiliary_loss_weight": 1.0, "epoch": 12.806361085126285, "flow_matching_loss": 0.031242551654577254, "grad_norm": 0.12157600373029709, "learning_rate": 6.126187304432941e-05, "loss": 0.0343, "relation_loss": 0.0030549932969734074, "selected_pairs": 26899.8, "state_query_norm": 43.22645301818848, "state_relation_loss": 0.00018639084737515077, "step": 13690, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0030549932969734074, "weighted_relation_loss": 0.0030549932969734074 }, { "action_query_norm": 41.802193832397464, "action_relation_loss": 0.002765170717611909, "auxiliary_loss_weight": 1.0, "epoch": 12.815715622076707, "flow_matching_loss": 0.03408365193754435, "grad_norm": 0.12915067374706268, "learning_rate": 6.120816681011684e-05, "loss": 0.037, "relation_loss": 0.00295600404497236, "selected_pairs": 26870.5, "state_query_norm": 43.22727966308594, "state_relation_loss": 0.00019083331135334448, "step": 13700, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00295600404497236, "weighted_relation_loss": 0.00295600404497236 }, { "action_query_norm": 41.772864532470706, "action_relation_loss": 0.0027947906870394944, "auxiliary_loss_weight": 1.0, "epoch": 12.825070159027128, "flow_matching_loss": 0.03233078327029944, "grad_norm": 0.10690485686063766, "learning_rate": 6.115444695692474e-05, "loss": 0.0353, "relation_loss": 0.0029815097572281958, "selected_pairs": 26735.2, "state_query_norm": 43.22619476318359, "state_relation_loss": 0.00018671903235372155, "step": 13710, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0029815097572281958, "weighted_relation_loss": 0.0029815097572281958 }, { "action_query_norm": 41.78284912109375, "action_relation_loss": 0.00285655555780977, "auxiliary_loss_weight": 1.0, "epoch": 12.83442469597755, "flow_matching_loss": 0.03445448372513056, "grad_norm": 0.1286262720823288, "learning_rate": 6.110071355002779e-05, "loss": 0.0375, "relation_loss": 0.0030462655005976556, "selected_pairs": 27173.6, "state_query_norm": 43.212781524658205, "state_relation_loss": 0.00018970996607095003, "step": 13720, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0030462655005976556, "weighted_relation_loss": 0.0030462655005976556 }, { "action_query_norm": 41.7567253112793, "action_relation_loss": 0.0030363045632839205, "auxiliary_loss_weight": 1.0, "epoch": 12.84377923292797, "flow_matching_loss": 0.03405278790742159, "grad_norm": 0.13851739466190338, "learning_rate": 6.104696665471714e-05, "loss": 0.0373, "relation_loss": 0.0032134921988472343, "selected_pairs": 27318.0, "state_query_norm": 43.211961364746095, "state_relation_loss": 0.00017718764866003767, "step": 13730, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0032134921988472343, "weighted_relation_loss": 0.0032134921988472343 }, { "action_query_norm": 41.75568161010742, "action_relation_loss": 0.0028671011561527847, "auxiliary_loss_weight": 1.0, "epoch": 12.853133769878392, "flow_matching_loss": 0.03396223820745945, "grad_norm": 0.09743815660476685, "learning_rate": 6.099320633630036e-05, "loss": 0.037, "relation_loss": 0.0030454858904704453, "selected_pairs": 26666.7, "state_query_norm": 43.21788024902344, "state_relation_loss": 0.00017838472849689423, "step": 13740, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0030454858904704453, "weighted_relation_loss": 0.0030454858904704453 }, { "action_query_norm": 41.74366226196289, "action_relation_loss": 0.0029378441628068685, "auxiliary_loss_weight": 1.0, "epoch": 12.862488306828812, "flow_matching_loss": 0.03271427284926176, "grad_norm": 0.09179746359586716, "learning_rate": 6.093943266010128e-05, "loss": 0.0358, "relation_loss": 0.003111955476924777, "selected_pairs": 26918.8, "state_query_norm": 43.21309547424316, "state_relation_loss": 0.00017411129083484412, "step": 13750, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.003111955476924777, "weighted_relation_loss": 0.003111955476924777 }, { "action_query_norm": 41.76531715393067, "action_relation_loss": 0.002841423498466611, "auxiliary_loss_weight": 1.0, "epoch": 12.871842843779232, "flow_matching_loss": 0.03185529727488756, "grad_norm": 0.0995904877781868, "learning_rate": 6.088564569146e-05, "loss": 0.0349, "relation_loss": 0.0030244153924286364, "selected_pairs": 26756.2, "state_query_norm": 43.20577392578125, "state_relation_loss": 0.00018299190123798325, "step": 13760, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0030244153924286364, "weighted_relation_loss": 0.0030244153924286364 }, { "action_query_norm": 41.76587753295898, "action_relation_loss": 0.002847148641012609, "auxiliary_loss_weight": 1.0, "epoch": 12.881197380729654, "flow_matching_loss": 0.033505094796419145, "grad_norm": 0.10749692469835281, "learning_rate": 6.083184549573274e-05, "loss": 0.0365, "relation_loss": 0.003035008767619729, "selected_pairs": 26640.2, "state_query_norm": 43.211767959594724, "state_relation_loss": 0.00018786015134537594, "step": 13770, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.003035008767619729, "weighted_relation_loss": 0.003035008767619729 }, { "action_query_norm": 41.748711013793944, "action_relation_loss": 0.002857093117199838, "auxiliary_loss_weight": 1.0, "epoch": 12.890551917680074, "flow_matching_loss": 0.03278735894709826, "grad_norm": 0.09544503688812256, "learning_rate": 6.077803213829184e-05, "loss": 0.0358, "relation_loss": 0.00304497207980603, "selected_pairs": 26778.2, "state_query_norm": 43.20301780700684, "state_relation_loss": 0.00018787898297887296, "step": 13780, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.00304497207980603, "weighted_relation_loss": 0.00304497207980603 }, { "action_query_norm": 41.71900901794434, "action_relation_loss": 0.0028207293478772046, "auxiliary_loss_weight": 1.0, "epoch": 12.899906454630496, "flow_matching_loss": 0.033283406496047975, "grad_norm": 0.1381189376115799, "learning_rate": 6.0724205684525594e-05, "loss": 0.0363, "relation_loss": 0.0030118506168946625, "selected_pairs": 26803.8, "state_query_norm": 43.20479278564453, "state_relation_loss": 0.00019112127920379863, "step": 13790, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0030118506168946625, "weighted_relation_loss": 0.0030118506168946625 }, { "action_query_norm": 41.723612213134764, "action_relation_loss": 0.0028960290364921093, "auxiliary_loss_weight": 1.0, "epoch": 12.909260991580917, "flow_matching_loss": 0.030318896286189556, "grad_norm": 0.14075545966625214, "learning_rate": 6.0670366199838215e-05, "loss": 0.0334, "relation_loss": 0.0030787125462666152, "selected_pairs": 26410.9, "state_query_norm": 43.216823196411134, "state_relation_loss": 0.00018268349813297391, "step": 13800, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0030787125462666152, "weighted_relation_loss": 0.0030787125462666152 }, { "action_query_norm": 41.722738647460936, "action_relation_loss": 0.0028504672925919296, "auxiliary_loss_weight": 1.0, "epoch": 12.918615528531337, "flow_matching_loss": 0.03467826880514622, "grad_norm": 0.1361103653907776, "learning_rate": 6.061651374964974e-05, "loss": 0.0377, "relation_loss": 0.003029725165106356, "selected_pairs": 27181.3, "state_query_norm": 43.20559196472168, "state_relation_loss": 0.00017925788706634193, "step": 13810, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.003029725165106356, "weighted_relation_loss": 0.003029725165106356 }, { "action_query_norm": 41.727501678466794, "action_relation_loss": 0.002775061852298677, "auxiliary_loss_weight": 1.0, "epoch": 12.927970065481759, "flow_matching_loss": 0.03182090707123279, "grad_norm": 0.11982747912406921, "learning_rate": 6.0562648399396004e-05, "loss": 0.0348, "relation_loss": 0.0029524913057684898, "selected_pairs": 26455.7, "state_query_norm": 43.20328559875488, "state_relation_loss": 0.00017742942582117395, "step": 13820, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0029524913057684898, "weighted_relation_loss": 0.0029524913057684898 }, { "action_query_norm": 41.69329566955567, "action_relation_loss": 0.0027693157084286214, "auxiliary_loss_weight": 1.0, "epoch": 12.937324602432179, "flow_matching_loss": 0.03397236857563257, "grad_norm": 0.12275692075490952, "learning_rate": 6.050877021452845e-05, "loss": 0.0369, "relation_loss": 0.0029438107740134, "selected_pairs": 26668.8, "state_query_norm": 43.2056266784668, "state_relation_loss": 0.00017449505976401268, "step": 13830, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0029438107740134, "weighted_relation_loss": 0.0029438107740134 }, { "action_query_norm": 41.732859420776364, "action_relation_loss": 0.002769337431527674, "auxiliary_loss_weight": 1.0, "epoch": 12.946679139382601, "flow_matching_loss": 0.03266721982508898, "grad_norm": 0.10904867202043533, "learning_rate": 6.04548792605142e-05, "loss": 0.0356, "relation_loss": 0.0029505772748962046, "selected_pairs": 26260.4, "state_query_norm": 43.19528350830078, "state_relation_loss": 0.0001812398375477642, "step": 13840, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.0029505772748962046, "weighted_relation_loss": 0.0029505772748962046 }, { "action_query_norm": 41.74603424072266, "action_relation_loss": 0.002678123861551285, "auxiliary_loss_weight": 1.0, "epoch": 12.956033676333021, "flow_matching_loss": 0.032396864145994186, "grad_norm": 0.10478413850069046, "learning_rate": 6.04009756028358e-05, "loss": 0.0352, "relation_loss": 0.0028530661715194584, "selected_pairs": 27220.0, "state_query_norm": 43.19814453125, "state_relation_loss": 0.00017494234343757854, "step": 13850, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0028530661715194584, "weighted_relation_loss": 0.0028530661715194584 }, { "action_query_norm": 41.74194412231445, "action_relation_loss": 0.0028776242630556225, "auxiliary_loss_weight": 1.0, "epoch": 12.965388213283443, "flow_matching_loss": 0.03406483791768551, "grad_norm": 0.1225118339061737, "learning_rate": 6.0347059306991294e-05, "loss": 0.0371, "relation_loss": 0.003068928653374314, "selected_pairs": 26502.8, "state_query_norm": 43.20522766113281, "state_relation_loss": 0.00019130441214656457, "step": 13860, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.003068928653374314, "weighted_relation_loss": 0.003068928653374314 }, { "action_query_norm": 41.74155502319336, "action_relation_loss": 0.0027719844365492463, "auxiliary_loss_weight": 1.0, "epoch": 12.974742750233863, "flow_matching_loss": 0.0320581553503871, "grad_norm": 0.11630269885063171, "learning_rate": 6.029313043849407e-05, "loss": 0.035, "relation_loss": 0.002947625773958862, "selected_pairs": 27290.1, "state_query_norm": 43.19786491394043, "state_relation_loss": 0.00017564136651344598, "step": 13870, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.002947625773958862, "weighted_relation_loss": 0.002947625773958862 }, { "action_query_norm": 41.68821258544922, "action_relation_loss": 0.002677802345715463, "auxiliary_loss_weight": 1.0, "epoch": 12.984097287184284, "flow_matching_loss": 0.031844287738204004, "grad_norm": 0.1759508103132248, "learning_rate": 6.023918906287279e-05, "loss": 0.0347, "relation_loss": 0.002881640614941716, "selected_pairs": 26736.5, "state_query_norm": 43.19316215515137, "state_relation_loss": 0.0002038382866885513, "step": 13880, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.002881640614941716, "weighted_relation_loss": 0.002881640614941716 }, { "action_query_norm": 41.73072395324707, "action_relation_loss": 0.002785103488713503, "auxiliary_loss_weight": 1.0, "epoch": 12.993451824134706, "flow_matching_loss": 0.03270441275089979, "grad_norm": 0.11761412024497986, "learning_rate": 6.01852352456713e-05, "loss": 0.0357, "relation_loss": 0.0029695060104131697, "selected_pairs": 27106.3, "state_query_norm": 43.18999824523926, "state_relation_loss": 0.00018440249405102805, "step": 13890, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0029695060104131697, "weighted_relation_loss": 0.0029695060104131697 }, { "action_query_norm": 41.702904891967776, "action_relation_loss": 0.002707251301035285, "auxiliary_loss_weight": 1.0, "epoch": 13.002806361085126, "flow_matching_loss": 0.03204893637448549, "grad_norm": 0.12872856855392456, "learning_rate": 6.013126905244858e-05, "loss": 0.035, "relation_loss": 0.0029017137130722404, "selected_pairs": 24235.0, "state_query_norm": 43.19430160522461, "state_relation_loss": 0.00019446241058176383, "step": 13900, "valid_action_samples": 213.9, "weighted_auxiliary_loss": 0.0029017137130722404, "weighted_relation_loss": 0.0029017137130722404 }, { "action_query_norm": 41.70450706481934, "action_relation_loss": 0.002763181016780436, "auxiliary_loss_weight": 1.0, "epoch": 13.012160898035548, "flow_matching_loss": 0.03286756798624992, "grad_norm": 0.1342812478542328, "learning_rate": 6.007729054877864e-05, "loss": 0.0358, "relation_loss": 0.002959742024540901, "selected_pairs": 26963.8, "state_query_norm": 43.187689208984374, "state_relation_loss": 0.00019656098447740078, "step": 13910, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.002959742024540901, "weighted_relation_loss": 0.002959742024540901 }, { "action_query_norm": 41.70336227416992, "action_relation_loss": 0.002721926895901561, "auxiliary_loss_weight": 1.0, "epoch": 13.021515434985968, "flow_matching_loss": 0.03400987386703491, "grad_norm": 0.10685000568628311, "learning_rate": 6.0023299800250466e-05, "loss": 0.0369, "relation_loss": 0.002914327010512352, "selected_pairs": 27438.0, "state_query_norm": 43.19084510803223, "state_relation_loss": 0.00019240005349274725, "step": 13920, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.002914327010512352, "weighted_relation_loss": 0.002914327010512352 }, { "action_query_norm": 41.69489097595215, "action_relation_loss": 0.002672272804193199, "auxiliary_loss_weight": 1.0, "epoch": 13.030869971936388, "flow_matching_loss": 0.03266658466309309, "grad_norm": 0.1337006837129593, "learning_rate": 5.9969296872467894e-05, "loss": 0.0355, "relation_loss": 0.0028674774803221226, "selected_pairs": 27668.2, "state_query_norm": 43.19401931762695, "state_relation_loss": 0.00019520467321854085, "step": 13930, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.0028674774803221226, "weighted_relation_loss": 0.0028674774803221226 }, { "action_query_norm": 41.68865737915039, "action_relation_loss": 0.002552533452399075, "auxiliary_loss_weight": 1.0, "epoch": 13.04022450888681, "flow_matching_loss": 0.0318056071177125, "grad_norm": 0.11261630803346634, "learning_rate": 5.9915281831049585e-05, "loss": 0.0345, "relation_loss": 0.0027430607937276364, "selected_pairs": 27129.6, "state_query_norm": 43.184980392456055, "state_relation_loss": 0.00019052733114222065, "step": 13940, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0027430607937276364, "weighted_relation_loss": 0.0027430607937276364 }, { "action_query_norm": 41.68984680175781, "action_relation_loss": 0.0025600607739761473, "auxiliary_loss_weight": 1.0, "epoch": 13.04957904583723, "flow_matching_loss": 0.03399017136543989, "grad_norm": 0.1380489617586136, "learning_rate": 5.98612547416289e-05, "loss": 0.0367, "relation_loss": 0.0027423167368397115, "selected_pairs": 27150.1, "state_query_norm": 43.185363388061525, "state_relation_loss": 0.00018225598760182037, "step": 13950, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0027423167368397115, "weighted_relation_loss": 0.0027423167368397115 }, { "action_query_norm": 41.71786193847656, "action_relation_loss": 0.0026525626191869376, "auxiliary_loss_weight": 1.0, "epoch": 13.058933582787652, "flow_matching_loss": 0.0319567559286952, "grad_norm": 0.12415856868028641, "learning_rate": 5.9807215669853855e-05, "loss": 0.0348, "relation_loss": 0.0028356063878163694, "selected_pairs": 26945.5, "state_query_norm": 43.17909317016601, "state_relation_loss": 0.00018304375844309108, "step": 13960, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0028356063878163694, "weighted_relation_loss": 0.0028356063878163694 }, { "action_query_norm": 41.691812133789064, "action_relation_loss": 0.002650402998551726, "auxiliary_loss_weight": 1.0, "epoch": 13.068288119738073, "flow_matching_loss": 0.03192612621933222, "grad_norm": 0.1192890927195549, "learning_rate": 5.9753164681387e-05, "loss": 0.0348, "relation_loss": 0.002839657990261912, "selected_pairs": 27126.6, "state_query_norm": 43.18425827026367, "state_relation_loss": 0.0001892549786134623, "step": 13970, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.002839657990261912, "weighted_relation_loss": 0.002839657990261912 }, { "action_query_norm": 41.68690299987793, "action_relation_loss": 0.0026694554602727295, "auxiliary_loss_weight": 1.0, "epoch": 13.077642656688495, "flow_matching_loss": 0.032333646155893805, "grad_norm": 0.09840419888496399, "learning_rate": 5.969910184190539e-05, "loss": 0.0352, "relation_loss": 0.0028491339879110457, "selected_pairs": 26726.3, "state_query_norm": 43.17464408874512, "state_relation_loss": 0.00017967854073503987, "step": 13980, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0028491339879110457, "weighted_relation_loss": 0.0028491339879110457 }, { "action_query_norm": 41.6570629119873, "action_relation_loss": 0.0026819884777069094, "auxiliary_loss_weight": 1.0, "epoch": 13.086997193638915, "flow_matching_loss": 0.03166373427957296, "grad_norm": 0.11261782050132751, "learning_rate": 5.9645027217100477e-05, "loss": 0.0345, "relation_loss": 0.0028659125557169316, "selected_pairs": 26406.5, "state_query_norm": 43.166016006469725, "state_relation_loss": 0.00018392408092040568, "step": 13990, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0028659125557169316, "weighted_relation_loss": 0.0028659125557169316 }, { "action_query_norm": 41.64132919311523, "action_relation_loss": 0.0027491327142342924, "auxiliary_loss_weight": 1.0, "epoch": 13.096351730589335, "flow_matching_loss": 0.03245857711881399, "grad_norm": 0.12091436982154846, "learning_rate": 5.959094087267804e-05, "loss": 0.0354, "relation_loss": 0.002927917940542102, "selected_pairs": 26987.7, "state_query_norm": 43.16328353881836, "state_relation_loss": 0.00017878524668049067, "step": 14000, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.002927917940542102, "weighted_relation_loss": 0.002927917940542102 }, { "action_query_norm": 41.669013595581056, "action_relation_loss": 0.0026606102474033833, "auxiliary_loss_weight": 1.0, "epoch": 13.105706267539757, "flow_matching_loss": 0.03206285685300827, "grad_norm": 0.10973099619150162, "learning_rate": 5.9536842874358065e-05, "loss": 0.0349, "relation_loss": 0.002842228324152529, "selected_pairs": 26228.4, "state_query_norm": 43.17374725341797, "state_relation_loss": 0.00018161806219723075, "step": 14010, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.002842228324152529, "weighted_relation_loss": 0.002842228324152529 }, { "action_query_norm": 41.67884407043457, "action_relation_loss": 0.002540618390776217, "auxiliary_loss_weight": 1.0, "epoch": 13.115060804490177, "flow_matching_loss": 0.03244306668639183, "grad_norm": 0.10864913463592529, "learning_rate": 5.9482733287874734e-05, "loss": 0.0352, "relation_loss": 0.00271275679115206, "selected_pairs": 27153.3, "state_query_norm": 43.16658821105957, "state_relation_loss": 0.00017213843966601416, "step": 14020, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.00271275679115206, "weighted_relation_loss": 0.00271275679115206 }, { "action_query_norm": 41.66899871826172, "action_relation_loss": 0.0025796992471441627, "auxiliary_loss_weight": 1.0, "epoch": 13.1244153414406, "flow_matching_loss": 0.032845993898808955, "grad_norm": 0.10766033828258514, "learning_rate": 5.942861217897631e-05, "loss": 0.0356, "relation_loss": 0.0027524637756869198, "selected_pairs": 26967.4, "state_query_norm": 43.17017440795898, "state_relation_loss": 0.00017276453727390617, "step": 14030, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0027524637756869198, "weighted_relation_loss": 0.0027524637756869198 }, { "action_query_norm": 41.686364364624026, "action_relation_loss": 0.0027530423132702707, "auxiliary_loss_weight": 1.0, "epoch": 13.13376987839102, "flow_matching_loss": 0.03260344248265028, "grad_norm": 0.13522326946258545, "learning_rate": 5.9374479613425e-05, "loss": 0.0355, "relation_loss": 0.0029407073743641376, "selected_pairs": 26530.9, "state_query_norm": 43.15836524963379, "state_relation_loss": 0.0001876650596386753, "step": 14040, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0029407073743641376, "weighted_relation_loss": 0.0029407073743641376 }, { "action_query_norm": 41.70727195739746, "action_relation_loss": 0.0025108333909884097, "auxiliary_loss_weight": 1.0, "epoch": 13.14312441534144, "flow_matching_loss": 0.032720235735177995, "grad_norm": 0.13120585680007935, "learning_rate": 5.932033565699704e-05, "loss": 0.0354, "relation_loss": 0.002685792208649218, "selected_pairs": 26044.5, "state_query_norm": 43.15317230224609, "state_relation_loss": 0.00017495877982582898, "step": 14050, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.002685792208649218, "weighted_relation_loss": 0.002685792208649218 }, { "action_query_norm": 41.68590812683105, "action_relation_loss": 0.002716427552513778, "auxiliary_loss_weight": 1.0, "epoch": 13.152478952291862, "flow_matching_loss": 0.03215080443769693, "grad_norm": 0.16555023193359375, "learning_rate": 5.926618037548237e-05, "loss": 0.035, "relation_loss": 0.0028932733228430154, "selected_pairs": 26323.2, "state_query_norm": 43.16379890441895, "state_relation_loss": 0.0001768457645084709, "step": 14060, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0028932733228430154, "weighted_relation_loss": 0.0028932733228430154 }, { "action_query_norm": 41.611274337768556, "action_relation_loss": 0.0026313949609175326, "auxiliary_loss_weight": 1.0, "epoch": 13.161833489242282, "flow_matching_loss": 0.032565840147435667, "grad_norm": 0.1255250722169876, "learning_rate": 5.9212013834684824e-05, "loss": 0.0354, "relation_loss": 0.002814700873568654, "selected_pairs": 26480.9, "state_query_norm": 43.143499755859374, "state_relation_loss": 0.0001833058980992064, "step": 14070, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.002814700873568654, "weighted_relation_loss": 0.002814700873568654 }, { "action_query_norm": 41.61160430908203, "action_relation_loss": 0.002714718715287745, "auxiliary_loss_weight": 1.0, "epoch": 13.171188026192704, "flow_matching_loss": 0.03193984404206276, "grad_norm": 0.08631519973278046, "learning_rate": 5.9157836100421824e-05, "loss": 0.0348, "relation_loss": 0.0029074109392240644, "selected_pairs": 26952.2, "state_query_norm": 43.15033187866211, "state_relation_loss": 0.00019269219919806346, "step": 14080, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0029074109392240644, "weighted_relation_loss": 0.0029074109392240644 }, { "action_query_norm": 41.62991638183594, "action_relation_loss": 0.0026153260143473743, "auxiliary_loss_weight": 1.0, "epoch": 13.180542563143124, "flow_matching_loss": 0.03404443096369505, "grad_norm": 0.11948150396347046, "learning_rate": 5.910364723852444e-05, "loss": 0.0368, "relation_loss": 0.0027974866097792983, "selected_pairs": 26897.0, "state_query_norm": 43.153506469726565, "state_relation_loss": 0.0001821606027078815, "step": 14090, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0027974866097792983, "weighted_relation_loss": 0.0027974866097792983 }, { "action_query_norm": 41.6226203918457, "action_relation_loss": 0.0025443622143939137, "auxiliary_loss_weight": 1.0, "epoch": 13.189897100093546, "flow_matching_loss": 0.03280029781162739, "grad_norm": 0.11562467366456985, "learning_rate": 5.904944731483723e-05, "loss": 0.0355, "relation_loss": 0.0027255305321887136, "selected_pairs": 26528.1, "state_query_norm": 43.15703582763672, "state_relation_loss": 0.00018116830906365067, "step": 14100, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0027255305321887136, "weighted_relation_loss": 0.0027255305321887136 }, { "action_query_norm": 41.64524917602539, "action_relation_loss": 0.0025211991975083946, "auxiliary_loss_weight": 1.0, "epoch": 13.199251637043966, "flow_matching_loss": 0.033271894603967664, "grad_norm": 0.09604164212942123, "learning_rate": 5.899523639521825e-05, "loss": 0.036, "relation_loss": 0.002709701401181519, "selected_pairs": 26693.0, "state_query_norm": 43.15737800598144, "state_relation_loss": 0.00018850220367312432, "step": 14110, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.002709701401181519, "weighted_relation_loss": 0.002709701401181519 }, { "action_query_norm": 41.66941680908203, "action_relation_loss": 0.002675431175157428, "auxiliary_loss_weight": 1.0, "epoch": 13.208606173994387, "flow_matching_loss": 0.03203981090337038, "grad_norm": 0.1189599484205246, "learning_rate": 5.894101454553883e-05, "loss": 0.0349, "relation_loss": 0.0028469118988141418, "selected_pairs": 26299.5, "state_query_norm": 43.14051055908203, "state_relation_loss": 0.00017148072511190547, "step": 14120, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0028469118988141418, "weighted_relation_loss": 0.0028469118988141418 }, { "action_query_norm": 41.66209106445312, "action_relation_loss": 0.0026262545958161353, "auxiliary_loss_weight": 1.0, "epoch": 13.217960710944809, "flow_matching_loss": 0.03217937089502811, "grad_norm": 0.10693933814764023, "learning_rate": 5.888678183168368e-05, "loss": 0.035, "relation_loss": 0.002823381358757615, "selected_pairs": 26503.4, "state_query_norm": 43.1401782989502, "state_relation_loss": 0.0001971267760382034, "step": 14130, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.002823381358757615, "weighted_relation_loss": 0.002823381358757615 }, { "action_query_norm": 41.6488094329834, "action_relation_loss": 0.002610251773148775, "auxiliary_loss_weight": 1.0, "epoch": 13.227315247895229, "flow_matching_loss": 0.030752303265035152, "grad_norm": 0.09965366125106812, "learning_rate": 5.883253831955061e-05, "loss": 0.0335, "relation_loss": 0.002790782111696899, "selected_pairs": 27409.9, "state_query_norm": 43.14330291748047, "state_relation_loss": 0.00018053033854812384, "step": 14140, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.002790782111696899, "weighted_relation_loss": 0.002790782111696899 }, { "action_query_norm": 41.63585319519043, "action_relation_loss": 0.002591842575930059, "auxiliary_loss_weight": 1.0, "epoch": 13.23666978484565, "flow_matching_loss": 0.031590795144438744, "grad_norm": 0.09829344600439072, "learning_rate": 5.8778284075050625e-05, "loss": 0.0344, "relation_loss": 0.0027653489261865614, "selected_pairs": 26997.3, "state_query_norm": 43.15084724426269, "state_relation_loss": 0.00017350633279420436, "step": 14150, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0027653489261865614, "weighted_relation_loss": 0.0027653489261865614 }, { "action_query_norm": 41.617574310302736, "action_relation_loss": 0.0028255618177354335, "auxiliary_loss_weight": 1.0, "epoch": 13.246024321796071, "flow_matching_loss": 0.032532406784594056, "grad_norm": 0.11094606667757034, "learning_rate": 5.872401916410777e-05, "loss": 0.0355, "relation_loss": 0.0030004497151821853, "selected_pairs": 27043.7, "state_query_norm": 43.126050567626955, "state_relation_loss": 0.00017488791927462445, "step": 14160, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0030004497151821853, "weighted_relation_loss": 0.0030004497151821853 }, { "action_query_norm": 41.63901214599609, "action_relation_loss": 0.0026507738744840025, "auxiliary_loss_weight": 1.0, "epoch": 13.255378858746493, "flow_matching_loss": 0.03219408188015223, "grad_norm": 0.15603135526180267, "learning_rate": 5.8669743652659014e-05, "loss": 0.035, "relation_loss": 0.002830668422393501, "selected_pairs": 27269.7, "state_query_norm": 43.14154396057129, "state_relation_loss": 0.00017989456246141343, "step": 14170, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.002830668422393501, "weighted_relation_loss": 0.002830668422393501 }, { "action_query_norm": 41.63070373535156, "action_relation_loss": 0.0024279051693156363, "auxiliary_loss_weight": 1.0, "epoch": 13.264733395696913, "flow_matching_loss": 0.03160767182707787, "grad_norm": 0.15465885400772095, "learning_rate": 5.86154576066542e-05, "loss": 0.0342, "relation_loss": 0.0026071428321301935, "selected_pairs": 26804.7, "state_query_norm": 43.14645233154297, "state_relation_loss": 0.00017923769191838801, "step": 14180, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0026071428321301935, "weighted_relation_loss": 0.0026071428321301935 }, { "action_query_norm": 41.62923583984375, "action_relation_loss": 0.0025072369491681455, "auxiliary_loss_weight": 1.0, "epoch": 13.274087932647333, "flow_matching_loss": 0.029203133285045625, "grad_norm": 0.11052427440881729, "learning_rate": 5.856116109205602e-05, "loss": 0.0319, "relation_loss": 0.00269852913916111, "selected_pairs": 26897.6, "state_query_norm": 43.141105270385744, "state_relation_loss": 0.00019129218999296426, "step": 14190, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.00269852913916111, "weighted_relation_loss": 0.00269852913916111 }, { "action_query_norm": 41.59983940124512, "action_relation_loss": 0.002612106129527092, "auxiliary_loss_weight": 1.0, "epoch": 13.283442469597755, "flow_matching_loss": 0.03107796683907509, "grad_norm": 0.11796662211418152, "learning_rate": 5.850685417483983e-05, "loss": 0.0339, "relation_loss": 0.002790641342289746, "selected_pairs": 27012.3, "state_query_norm": 43.14540328979492, "state_relation_loss": 0.00017853520694188774, "step": 14200, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.002790641342289746, "weighted_relation_loss": 0.002790641342289746 }, { "action_query_norm": 41.612545013427734, "action_relation_loss": 0.0025225640507414936, "auxiliary_loss_weight": 1.0, "epoch": 13.292797006548176, "flow_matching_loss": 0.030765284784138203, "grad_norm": 0.12773945927619934, "learning_rate": 5.8452536920993684e-05, "loss": 0.0335, "relation_loss": 0.0026972639840096234, "selected_pairs": 26422.8, "state_query_norm": 43.1350772857666, "state_relation_loss": 0.00017469993326812983, "step": 14210, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0026972639840096234, "weighted_relation_loss": 0.0026972639840096234 }, { "action_query_norm": 41.635353088378906, "action_relation_loss": 0.0027629460208117964, "auxiliary_loss_weight": 1.0, "epoch": 13.302151543498598, "flow_matching_loss": 0.032225031033158304, "grad_norm": 0.09094971418380737, "learning_rate": 5.839820939651817e-05, "loss": 0.0352, "relation_loss": 0.002940128091722727, "selected_pairs": 26709.5, "state_query_norm": 43.13942947387695, "state_relation_loss": 0.00017718208255246282, "step": 14220, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.002940128091722727, "weighted_relation_loss": 0.002940128091722727 }, { "action_query_norm": 41.61963081359863, "action_relation_loss": 0.002709254715591669, "auxiliary_loss_weight": 1.0, "epoch": 13.311506080449018, "flow_matching_loss": 0.03198587968945503, "grad_norm": 0.10819926112890244, "learning_rate": 5.834387166742632e-05, "loss": 0.0349, "relation_loss": 0.002882750425487757, "selected_pairs": 26697.4, "state_query_norm": 43.1336612701416, "state_relation_loss": 0.00017349569097859784, "step": 14230, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.002882750425487757, "weighted_relation_loss": 0.002882750425487757 }, { "action_query_norm": 41.6201774597168, "action_relation_loss": 0.0026246943743899465, "auxiliary_loss_weight": 1.0, "epoch": 13.320860617399438, "flow_matching_loss": 0.030369664542376995, "grad_norm": 0.10850170999765396, "learning_rate": 5.828952379974364e-05, "loss": 0.0332, "relation_loss": 0.002814620709978044, "selected_pairs": 26657.5, "state_query_norm": 43.135972595214845, "state_relation_loss": 0.00018992632976733148, "step": 14240, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.002814620709978044, "weighted_relation_loss": 0.002814620709978044 }, { "action_query_norm": 41.60916328430176, "action_relation_loss": 0.002726189745590091, "auxiliary_loss_weight": 1.0, "epoch": 13.33021515434986, "flow_matching_loss": 0.03081124257296324, "grad_norm": 0.13400492072105408, "learning_rate": 5.8235165859507864e-05, "loss": 0.0337, "relation_loss": 0.0029073266312479975, "selected_pairs": 27042.5, "state_query_norm": 43.12780494689942, "state_relation_loss": 0.00018113688565790653, "step": 14250, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0029073266312479975, "weighted_relation_loss": 0.0029073266312479975 }, { "action_query_norm": 41.61706352233887, "action_relation_loss": 0.002610704000107944, "auxiliary_loss_weight": 1.0, "epoch": 13.33956969130028, "flow_matching_loss": 0.03104844819754362, "grad_norm": 0.11855347454547882, "learning_rate": 5.818079791276907e-05, "loss": 0.0338, "relation_loss": 0.002781881322152913, "selected_pairs": 26709.1, "state_query_norm": 43.13263092041016, "state_relation_loss": 0.00017117734823841603, "step": 14260, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.002781881322152913, "weighted_relation_loss": 0.002781881322152913 }, { "action_query_norm": 41.595425033569335, "action_relation_loss": 0.0025588863296434282, "auxiliary_loss_weight": 1.0, "epoch": 13.348924228250702, "flow_matching_loss": 0.031961573474109176, "grad_norm": 0.12361830472946167, "learning_rate": 5.8126420025589415e-05, "loss": 0.0347, "relation_loss": 0.002750219707377255, "selected_pairs": 26344.3, "state_query_norm": 43.11985092163086, "state_relation_loss": 0.00019133342866552993, "step": 14270, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.002750219707377255, "weighted_relation_loss": 0.002750219707377255 }, { "action_query_norm": 41.58005332946777, "action_relation_loss": 0.0025161349214613436, "auxiliary_loss_weight": 1.0, "epoch": 13.358278765201122, "flow_matching_loss": 0.02874375693500042, "grad_norm": 0.12498969584703445, "learning_rate": 5.807203226404313e-05, "loss": 0.0315, "relation_loss": 0.0027089463314041496, "selected_pairs": 26672.0, "state_query_norm": 43.11675338745117, "state_relation_loss": 0.00019281138811493291, "step": 14280, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0027089463314041496, "weighted_relation_loss": 0.0027089463314041496 }, { "action_query_norm": 41.57794723510742, "action_relation_loss": 0.0025945211295038463, "auxiliary_loss_weight": 1.0, "epoch": 13.367633302151544, "flow_matching_loss": 0.03170188628137112, "grad_norm": 0.09963826090097427, "learning_rate": 5.801763469421652e-05, "loss": 0.0345, "relation_loss": 0.0027922932524234055, "selected_pairs": 26849.9, "state_query_norm": 43.12815933227539, "state_relation_loss": 0.00019777214038185775, "step": 14290, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0027922932524234055, "weighted_relation_loss": 0.0027922932524234055 }, { "action_query_norm": 41.60943260192871, "action_relation_loss": 0.002762200403958559, "auxiliary_loss_weight": 1.0, "epoch": 13.376987839101965, "flow_matching_loss": 0.03180357832461596, "grad_norm": 0.09113297611474991, "learning_rate": 5.796322738220774e-05, "loss": 0.0348, "relation_loss": 0.0029593384824693203, "selected_pairs": 27014.1, "state_query_norm": 43.11144332885742, "state_relation_loss": 0.00019713809160748497, "step": 14300, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0029593384824693203, "weighted_relation_loss": 0.0029593384824693203 }, { "action_query_norm": 41.579960632324216, "action_relation_loss": 0.002556518348865211, "auxiliary_loss_weight": 1.0, "epoch": 13.386342376052385, "flow_matching_loss": 0.03202438857406378, "grad_norm": 0.09602361917495728, "learning_rate": 5.79088103941268e-05, "loss": 0.0348, "relation_loss": 0.0027343570021912456, "selected_pairs": 26665.7, "state_query_norm": 43.124352645874026, "state_relation_loss": 0.00017783862131182104, "step": 14310, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0027343570021912456, "weighted_relation_loss": 0.0027343570021912456 }, { "action_query_norm": 41.55911827087402, "action_relation_loss": 0.002879503509029746, "auxiliary_loss_weight": 1.0, "epoch": 13.395696913002807, "flow_matching_loss": 0.03283192478120327, "grad_norm": 0.11396311968564987, "learning_rate": 5.785438379609549e-05, "loss": 0.0359, "relation_loss": 0.0030561289051547645, "selected_pairs": 26482.2, "state_query_norm": 43.107578659057616, "state_relation_loss": 0.00017662537429714576, "step": 14320, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0030561289051547645, "weighted_relation_loss": 0.0030561289051547645 }, { "action_query_norm": 41.601322174072266, "action_relation_loss": 0.0025853579631075264, "auxiliary_loss_weight": 1.0, "epoch": 13.405051449953227, "flow_matching_loss": 0.033901031129062176, "grad_norm": 0.11046604812145233, "learning_rate": 5.779994765424724e-05, "loss": 0.0367, "relation_loss": 0.0027755515184253454, "selected_pairs": 26630.1, "state_query_norm": 43.1251579284668, "state_relation_loss": 0.00019019352475879714, "step": 14330, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0027755515184253454, "weighted_relation_loss": 0.0027755515184253454 }, { "action_query_norm": 41.587759017944336, "action_relation_loss": 0.0025602350709959865, "auxiliary_loss_weight": 1.0, "epoch": 13.414405986903649, "flow_matching_loss": 0.03150638677179814, "grad_norm": 0.09336242079734802, "learning_rate": 5.7745502034727114e-05, "loss": 0.0343, "relation_loss": 0.0027507016202434897, "selected_pairs": 26548.8, "state_query_norm": 43.11112403869629, "state_relation_loss": 0.0001904665507026948, "step": 14340, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0027507016202434897, "weighted_relation_loss": 0.0027507016202434897 }, { "action_query_norm": 41.54907417297363, "action_relation_loss": 0.0026665513636544348, "auxiliary_loss_weight": 1.0, "epoch": 13.42376052385407, "flow_matching_loss": 0.03355022724717856, "grad_norm": 0.12158552557229996, "learning_rate": 5.769104700369164e-05, "loss": 0.0364, "relation_loss": 0.0028510089498013256, "selected_pairs": 26848.3, "state_query_norm": 43.120751953125, "state_relation_loss": 0.00018445755122229457, "step": 14350, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0028510089498013256, "weighted_relation_loss": 0.0028510089498013256 }, { "action_query_norm": 41.599083709716794, "action_relation_loss": 0.002635275898501277, "auxiliary_loss_weight": 1.0, "epoch": 13.43311506080449, "flow_matching_loss": 0.033085273765027526, "grad_norm": 0.12766307592391968, "learning_rate": 5.7636582627308854e-05, "loss": 0.0359, "relation_loss": 0.0028141404734924437, "selected_pairs": 26644.8, "state_query_norm": 43.121237182617186, "state_relation_loss": 0.0001788645633496344, "step": 14360, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0028141404734924437, "weighted_relation_loss": 0.0028141404734924437 }, { "action_query_norm": 41.60310516357422, "action_relation_loss": 0.0026021060533821584, "auxiliary_loss_weight": 1.0, "epoch": 13.442469597754911, "flow_matching_loss": 0.032126374915242194, "grad_norm": 0.09969300776720047, "learning_rate": 5.7582108971758095e-05, "loss": 0.0349, "relation_loss": 0.0027804333716630937, "selected_pairs": 26184.2, "state_query_norm": 43.1164363861084, "state_relation_loss": 0.00017832727753557264, "step": 14370, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.0027804333716630937, "weighted_relation_loss": 0.0027804333716630937 }, { "action_query_norm": 41.55727996826172, "action_relation_loss": 0.0026893892092630265, "auxiliary_loss_weight": 1.0, "epoch": 13.451824134705332, "flow_matching_loss": 0.03261926397681236, "grad_norm": 0.10514278709888458, "learning_rate": 5.752762610322999e-05, "loss": 0.0355, "relation_loss": 0.002871254784986377, "selected_pairs": 26801.9, "state_query_norm": 43.101884841918945, "state_relation_loss": 0.00018186555535066874, "step": 14380, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.002871254784986377, "weighted_relation_loss": 0.002871254784986377 }, { "action_query_norm": 41.52287673950195, "action_relation_loss": 0.002804232412017882, "auxiliary_loss_weight": 1.0, "epoch": 13.461178671655754, "flow_matching_loss": 0.03038496505469084, "grad_norm": 0.11735621839761734, "learning_rate": 5.747313408792636e-05, "loss": 0.0334, "relation_loss": 0.0029803122393786906, "selected_pairs": 26741.5, "state_query_norm": 43.10949363708496, "state_relation_loss": 0.0001760798302711919, "step": 14390, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0029803122393786906, "weighted_relation_loss": 0.0029803122393786906 }, { "action_query_norm": 41.538991165161136, "action_relation_loss": 0.0026213494827970864, "auxiliary_loss_weight": 1.0, "epoch": 13.470533208606174, "flow_matching_loss": 0.03153781909495592, "grad_norm": 0.11636405438184738, "learning_rate": 5.741863299206014e-05, "loss": 0.0343, "relation_loss": 0.002810982777737081, "selected_pairs": 26550.0, "state_query_norm": 43.10961685180664, "state_relation_loss": 0.00018963325419463217, "step": 14400, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.002810982777737081, "weighted_relation_loss": 0.002810982777737081 }, { "action_query_norm": 41.54084701538086, "action_relation_loss": 0.002730115503072739, "auxiliary_loss_weight": 1.0, "epoch": 13.479887745556596, "flow_matching_loss": 0.030419374257326125, "grad_norm": 0.11888687312602997, "learning_rate": 5.73641228818553e-05, "loss": 0.0333, "relation_loss": 0.002916621929034591, "selected_pairs": 26754.5, "state_query_norm": 43.1036678314209, "state_relation_loss": 0.0001865064084995538, "step": 14410, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.002916621929034591, "weighted_relation_loss": 0.002916621929034591 }, { "action_query_norm": 41.54358253479004, "action_relation_loss": 0.0025667853420600294, "auxiliary_loss_weight": 1.0, "epoch": 13.489242282507016, "flow_matching_loss": 0.03103316333144903, "grad_norm": 0.11106965690851212, "learning_rate": 5.730960382354676e-05, "loss": 0.0338, "relation_loss": 0.002748607564717531, "selected_pairs": 27454.1, "state_query_norm": 43.10766754150391, "state_relation_loss": 0.0001818222168367356, "step": 14420, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.002748607564717531, "weighted_relation_loss": 0.002748607564717531 }, { "action_query_norm": 41.577459716796874, "action_relation_loss": 0.002541982522234321, "auxiliary_loss_weight": 1.0, "epoch": 13.498596819457436, "flow_matching_loss": 0.03127783183008433, "grad_norm": 0.14554449915885925, "learning_rate": 5.725507588338035e-05, "loss": 0.034, "relation_loss": 0.002738217543810606, "selected_pairs": 27368.8, "state_query_norm": 43.097974395751955, "state_relation_loss": 0.0001962350361282006, "step": 14430, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.002738217543810606, "weighted_relation_loss": 0.002738217543810606 }, { "action_query_norm": 41.55042991638184, "action_relation_loss": 0.0026131930062547326, "auxiliary_loss_weight": 1.0, "epoch": 13.507951356407858, "flow_matching_loss": 0.030075134709477425, "grad_norm": 0.08739639073610306, "learning_rate": 5.7200539127612604e-05, "loss": 0.0329, "relation_loss": 0.002786484220996499, "selected_pairs": 27182.5, "state_query_norm": 43.10537757873535, "state_relation_loss": 0.0001732911536237225, "step": 14440, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.002786484220996499, "weighted_relation_loss": 0.002786484220996499 }, { "action_query_norm": 41.56784591674805, "action_relation_loss": 0.0025913241552188993, "auxiliary_loss_weight": 1.0, "epoch": 13.517305893358278, "flow_matching_loss": 0.032423791475594044, "grad_norm": 0.10539252310991287, "learning_rate": 5.714599362251087e-05, "loss": 0.0352, "relation_loss": 0.0027659115148708224, "selected_pairs": 27060.6, "state_query_norm": 43.09254913330078, "state_relation_loss": 0.0001745873669278808, "step": 14450, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0027659115148708224, "weighted_relation_loss": 0.0027659115148708224 }, { "action_query_norm": 41.57716522216797, "action_relation_loss": 0.0025907386327162383, "auxiliary_loss_weight": 1.0, "epoch": 13.5266604303087, "flow_matching_loss": 0.03254869226366282, "grad_norm": 0.11425591260194778, "learning_rate": 5.709143943435307e-05, "loss": 0.0353, "relation_loss": 0.002766868029721081, "selected_pairs": 27106.4, "state_query_norm": 43.101220703125, "state_relation_loss": 0.00017612938245292753, "step": 14460, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.002766868029721081, "weighted_relation_loss": 0.002766868029721081 }, { "action_query_norm": 41.54859924316406, "action_relation_loss": 0.0024516557808965445, "auxiliary_loss_weight": 1.0, "epoch": 13.53601496725912, "flow_matching_loss": 0.02969760075211525, "grad_norm": 0.12707296013832092, "learning_rate": 5.7036876629427646e-05, "loss": 0.0323, "relation_loss": 0.0026232034200802446, "selected_pairs": 26642.5, "state_query_norm": 43.10434532165527, "state_relation_loss": 0.00017154765082523228, "step": 14470, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0026232034200802446, "weighted_relation_loss": 0.0026232034200802446 }, { "action_query_norm": 41.55517768859863, "action_relation_loss": 0.002498177229426801, "auxiliary_loss_weight": 1.0, "epoch": 13.545369504209543, "flow_matching_loss": 0.030031597800552846, "grad_norm": 0.11438342183828354, "learning_rate": 5.698230527403361e-05, "loss": 0.0327, "relation_loss": 0.0026726187206804752, "selected_pairs": 26872.1, "state_query_norm": 43.08795738220215, "state_relation_loss": 0.0001744414897984825, "step": 14480, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0026726187206804752, "weighted_relation_loss": 0.0026726187206804752 }, { "action_query_norm": 41.513519287109375, "action_relation_loss": 0.0025644656037911774, "auxiliary_loss_weight": 1.0, "epoch": 13.554724041159963, "flow_matching_loss": 0.03236502781510353, "grad_norm": 0.1080157533288002, "learning_rate": 5.6927725434480274e-05, "loss": 0.0351, "relation_loss": 0.002741624368354678, "selected_pairs": 26482.2, "state_query_norm": 43.08880615234375, "state_relation_loss": 0.00017715881112962962, "step": 14490, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.002741624368354678, "weighted_relation_loss": 0.002741624368354678 }, { "action_query_norm": 41.53564949035645, "action_relation_loss": 0.002610297198407352, "auxiliary_loss_weight": 1.0, "epoch": 13.564078578110383, "flow_matching_loss": 0.030099164694547653, "grad_norm": 0.10319487750530243, "learning_rate": 5.687313717708728e-05, "loss": 0.0329, "relation_loss": 0.002772411680780351, "selected_pairs": 26522.0, "state_query_norm": 43.09632530212402, "state_relation_loss": 0.00016211444890359416, "step": 14500, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.002772411680780351, "weighted_relation_loss": 0.002772411680780351 }, { "action_query_norm": 41.54655418395996, "action_relation_loss": 0.002614312176592648, "auxiliary_loss_weight": 1.0, "epoch": 13.573433115060805, "flow_matching_loss": 0.030298429355025292, "grad_norm": 0.12187708169221878, "learning_rate": 5.681854056818453e-05, "loss": 0.0331, "relation_loss": 0.0027875787112861873, "selected_pairs": 26919.3, "state_query_norm": 43.096004486083984, "state_relation_loss": 0.00017326650850009174, "step": 14510, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0027875787112861873, "weighted_relation_loss": 0.0027875787112861873 }, { "action_query_norm": 41.54738426208496, "action_relation_loss": 0.0026154259918257593, "auxiliary_loss_weight": 1.0, "epoch": 13.582787652011225, "flow_matching_loss": 0.031031363271176816, "grad_norm": 0.12197976559400558, "learning_rate": 5.676393567411205e-05, "loss": 0.0338, "relation_loss": 0.002788043092004955, "selected_pairs": 27484.0, "state_query_norm": 43.086516571044925, "state_relation_loss": 0.00017261708417208864, "step": 14520, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.002788043092004955, "weighted_relation_loss": 0.002788043092004955 }, { "action_query_norm": 41.51504707336426, "action_relation_loss": 0.0024305609287694095, "auxiliary_loss_weight": 1.0, "epoch": 13.592142188961647, "flow_matching_loss": 0.03137594982981682, "grad_norm": 0.13370145857334137, "learning_rate": 5.670932256121991e-05, "loss": 0.034, "relation_loss": 0.002590748178772628, "selected_pairs": 26943.1, "state_query_norm": 43.0914852142334, "state_relation_loss": 0.00016018724709283562, "step": 14530, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.002590748178772628, "weighted_relation_loss": 0.002590748178772628 }, { "action_query_norm": 41.52819328308105, "action_relation_loss": 0.0024808021262288094, "auxiliary_loss_weight": 1.0, "epoch": 13.601496725912067, "flow_matching_loss": 0.031596947088837625, "grad_norm": 0.09483646601438522, "learning_rate": 5.6654701295868216e-05, "loss": 0.0343, "relation_loss": 0.002659336756914854, "selected_pairs": 26988.0, "state_query_norm": 43.07091636657715, "state_relation_loss": 0.00017853462632047012, "step": 14540, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.002659336756914854, "weighted_relation_loss": 0.002659336756914854 }, { "action_query_norm": 41.52048530578613, "action_relation_loss": 0.0023999512661248444, "auxiliary_loss_weight": 1.0, "epoch": 13.610851262862488, "flow_matching_loss": 0.030465246364474296, "grad_norm": 0.096675805747509, "learning_rate": 5.660007194442697e-05, "loss": 0.033, "relation_loss": 0.0025625809794291854, "selected_pairs": 26924.0, "state_query_norm": 43.08404388427734, "state_relation_loss": 0.00016262972494587302, "step": 14550, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0025625809794291854, "weighted_relation_loss": 0.0025625809794291854 }, { "action_query_norm": 41.492685317993164, "action_relation_loss": 0.002594326972030103, "auxiliary_loss_weight": 1.0, "epoch": 13.62020579981291, "flow_matching_loss": 0.03171697687357664, "grad_norm": 0.12541812658309937, "learning_rate": 5.6545434573275946e-05, "loss": 0.0345, "relation_loss": 0.0027690902119502426, "selected_pairs": 27361.7, "state_query_norm": 43.07289199829101, "state_relation_loss": 0.00017476321227150038, "step": 14560, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0027690902119502426, "weighted_relation_loss": 0.0027690902119502426 }, { "action_query_norm": 41.53953399658203, "action_relation_loss": 0.002443992206826806, "auxiliary_loss_weight": 1.0, "epoch": 13.62956033676333, "flow_matching_loss": 0.031945617869496346, "grad_norm": 0.10666047781705856, "learning_rate": 5.649078924880472e-05, "loss": 0.0346, "relation_loss": 0.002629681257531047, "selected_pairs": 27062.5, "state_query_norm": 43.07681541442871, "state_relation_loss": 0.0001856890434282832, "step": 14570, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.002629681257531047, "weighted_relation_loss": 0.002629681257531047 }, { "action_query_norm": 41.553195571899415, "action_relation_loss": 0.0025130916154012086, "auxiliary_loss_weight": 1.0, "epoch": 13.638914873713752, "flow_matching_loss": 0.029333980940282344, "grad_norm": 0.09966187924146652, "learning_rate": 5.643613603741252e-05, "loss": 0.032, "relation_loss": 0.002691612346097827, "selected_pairs": 26802.0, "state_query_norm": 43.083256530761716, "state_relation_loss": 0.00017852072924142703, "step": 14580, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.002691612346097827, "weighted_relation_loss": 0.002691612346097827 }, { "action_query_norm": 41.544565963745114, "action_relation_loss": 0.0024424701929092406, "auxiliary_loss_weight": 1.0, "epoch": 13.648269410664172, "flow_matching_loss": 0.03302385415881872, "grad_norm": 0.11893200129270554, "learning_rate": 5.6381475005508154e-05, "loss": 0.0356, "relation_loss": 0.0026261239079758527, "selected_pairs": 26687.4, "state_query_norm": 43.06902809143067, "state_relation_loss": 0.00018365368741797284, "step": 14590, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0026261239079758527, "weighted_relation_loss": 0.0026261239079758527 }, { "action_query_norm": 41.47646865844727, "action_relation_loss": 0.0027260372415184976, "auxiliary_loss_weight": 1.0, "epoch": 13.657623947614592, "flow_matching_loss": 0.030664677359163763, "grad_norm": 0.11527373641729355, "learning_rate": 5.632680621950992e-05, "loss": 0.0336, "relation_loss": 0.0028961734846234322, "selected_pairs": 26598.0, "state_query_norm": 43.06471252441406, "state_relation_loss": 0.00017013623437378556, "step": 14600, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0028961734846234322, "weighted_relation_loss": 0.0028961734846234322 }, { "action_query_norm": 41.49259300231934, "action_relation_loss": 0.0025471349945291877, "auxiliary_loss_weight": 1.0, "epoch": 13.666978484565014, "flow_matching_loss": 0.030343037284910678, "grad_norm": 0.0948474183678627, "learning_rate": 5.627212974584555e-05, "loss": 0.0331, "relation_loss": 0.002719006151892245, "selected_pairs": 26434.8, "state_query_norm": 43.06929244995117, "state_relation_loss": 0.00017187113990075887, "step": 14610, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.002719006151892245, "weighted_relation_loss": 0.002719006151892245 }, { "action_query_norm": 41.46306457519531, "action_relation_loss": 0.0025940496707335114, "auxiliary_loss_weight": 1.0, "epoch": 13.676333021515434, "flow_matching_loss": 0.03004087321460247, "grad_norm": 0.10291855037212372, "learning_rate": 5.62174456509521e-05, "loss": 0.0328, "relation_loss": 0.0027703468920663, "selected_pairs": 26718.9, "state_query_norm": 43.05446548461914, "state_relation_loss": 0.00017629723733989522, "step": 14620, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0027703468920663, "weighted_relation_loss": 0.0027703468920663 }, { "action_query_norm": 41.47540130615234, "action_relation_loss": 0.002758757909759879, "auxiliary_loss_weight": 1.0, "epoch": 13.685687558465856, "flow_matching_loss": 0.03149610999971628, "grad_norm": 0.08443517237901688, "learning_rate": 5.616275400127594e-05, "loss": 0.0344, "relation_loss": 0.0029303195187821984, "selected_pairs": 26794.1, "state_query_norm": 43.074913024902344, "state_relation_loss": 0.00017156159156002105, "step": 14630, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0029303195187821984, "weighted_relation_loss": 0.0029303195187821984 }, { "action_query_norm": 41.49036407470703, "action_relation_loss": 0.0025947797810658814, "auxiliary_loss_weight": 1.0, "epoch": 13.695042095416277, "flow_matching_loss": 0.029769693315029145, "grad_norm": 0.10114588588476181, "learning_rate": 5.610805486327254e-05, "loss": 0.0325, "relation_loss": 0.002766895410604775, "selected_pairs": 27032.2, "state_query_norm": 43.0750015258789, "state_relation_loss": 0.00017211563827004283, "step": 14640, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.002766895410604775, "weighted_relation_loss": 0.002766895410604775 }, { "action_query_norm": 41.49861526489258, "action_relation_loss": 0.0025150899542495607, "auxiliary_loss_weight": 1.0, "epoch": 13.704396632366699, "flow_matching_loss": 0.03335609678179026, "grad_norm": 0.11110978573560715, "learning_rate": 5.6053348303406536e-05, "loss": 0.036, "relation_loss": 0.0026886893436312677, "selected_pairs": 27504.2, "state_query_norm": 43.062017822265624, "state_relation_loss": 0.00017359937482979148, "step": 14650, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0026886893436312677, "weighted_relation_loss": 0.0026886893436312677 }, { "action_query_norm": 41.44022216796875, "action_relation_loss": 0.002571877813898027, "auxiliary_loss_weight": 1.0, "epoch": 13.713751169317119, "flow_matching_loss": 0.031388874538242816, "grad_norm": 0.2235197126865387, "learning_rate": 5.599863438815156e-05, "loss": 0.0341, "relation_loss": 0.0027436845703050494, "selected_pairs": 26939.2, "state_query_norm": 43.04357719421387, "state_relation_loss": 0.0001718067520414479, "step": 14660, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0027436845703050494, "weighted_relation_loss": 0.0027436845703050494 }, { "action_query_norm": 41.501982879638675, "action_relation_loss": 0.0026335295755416156, "auxiliary_loss_weight": 1.0, "epoch": 13.723105706267539, "flow_matching_loss": 0.029756096377968787, "grad_norm": 0.12130746245384216, "learning_rate": 5.594391318399017e-05, "loss": 0.0326, "relation_loss": 0.0028115458553656936, "selected_pairs": 26504.1, "state_query_norm": 43.059349822998044, "state_relation_loss": 0.0001780162871000357, "step": 14670, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0028115458553656936, "weighted_relation_loss": 0.0028115458553656936 }, { "action_query_norm": 41.495896911621095, "action_relation_loss": 0.0025483997305855155, "auxiliary_loss_weight": 1.0, "epoch": 13.732460243217961, "flow_matching_loss": 0.03200769741088152, "grad_norm": 0.11639444530010223, "learning_rate": 5.588918475741377e-05, "loss": 0.0347, "relation_loss": 0.002709351549856365, "selected_pairs": 27316.3, "state_query_norm": 43.069763565063475, "state_relation_loss": 0.00016095184546429663, "step": 14680, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.002709351549856365, "weighted_relation_loss": 0.002709351549856365 }, { "action_query_norm": 41.473008728027345, "action_relation_loss": 0.002599632111378014, "auxiliary_loss_weight": 1.0, "epoch": 13.741814780168381, "flow_matching_loss": 0.031142511032521726, "grad_norm": 0.10240864753723145, "learning_rate": 5.5834449174922586e-05, "loss": 0.0339, "relation_loss": 0.002759612095542252, "selected_pairs": 26320.7, "state_query_norm": 43.053306579589844, "state_relation_loss": 0.00015997996379155666, "step": 14690, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.002759612095542252, "weighted_relation_loss": 0.002759612095542252 }, { "action_query_norm": 41.48016090393067, "action_relation_loss": 0.0024555532028898595, "auxiliary_loss_weight": 1.0, "epoch": 13.751169317118803, "flow_matching_loss": 0.029847703874111176, "grad_norm": 0.13764862716197968, "learning_rate": 5.57797065030255e-05, "loss": 0.0325, "relation_loss": 0.0026203697780147195, "selected_pairs": 26871.1, "state_query_norm": 43.05418853759765, "state_relation_loss": 0.00016481654602102936, "step": 14700, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0026203697780147195, "weighted_relation_loss": 0.0026203697780147195 }, { "action_query_norm": 41.441440200805665, "action_relation_loss": 0.002491088258102536, "auxiliary_loss_weight": 1.0, "epoch": 13.760523854069223, "flow_matching_loss": 0.03245267905294895, "grad_norm": 0.1140647754073143, "learning_rate": 5.5724956808240016e-05, "loss": 0.0351, "relation_loss": 0.0026661224896088243, "selected_pairs": 27149.8, "state_query_norm": 43.05586395263672, "state_relation_loss": 0.00017503421258879825, "step": 14710, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0026661224896088243, "weighted_relation_loss": 0.0026661224896088243 }, { "action_query_norm": 41.46618843078613, "action_relation_loss": 0.0024533880408853293, "auxiliary_loss_weight": 1.0, "epoch": 13.769878391019645, "flow_matching_loss": 0.030690247006714345, "grad_norm": 0.09120304137468338, "learning_rate": 5.567020015709219e-05, "loss": 0.0333, "relation_loss": 0.0026316808303818106, "selected_pairs": 27228.4, "state_query_norm": 43.05352668762207, "state_relation_loss": 0.00017829279822763057, "step": 14720, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0026316808303818106, "weighted_relation_loss": 0.0026316808303818106 }, { "action_query_norm": 41.45666923522949, "action_relation_loss": 0.002556543331593275, "auxiliary_loss_weight": 1.0, "epoch": 13.779232927970066, "flow_matching_loss": 0.02993825227022171, "grad_norm": 0.09733173996210098, "learning_rate": 5.561543661611649e-05, "loss": 0.0327, "relation_loss": 0.0027231434592977165, "selected_pairs": 27686.0, "state_query_norm": 43.05091514587402, "state_relation_loss": 0.00016660010733176022, "step": 14730, "valid_action_samples": 235.8, "weighted_auxiliary_loss": 0.0027231434592977165, "weighted_relation_loss": 0.0027231434592977165 }, { "action_query_norm": 41.44828910827637, "action_relation_loss": 0.002526281122118235, "auxiliary_loss_weight": 1.0, "epoch": 13.788587464920486, "flow_matching_loss": 0.03168849088251591, "grad_norm": 0.10685215890407562, "learning_rate": 5.556066625185583e-05, "loss": 0.0344, "relation_loss": 0.002706135530024767, "selected_pairs": 27458.2, "state_query_norm": 43.04075584411621, "state_relation_loss": 0.0001798544530174695, "step": 14740, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.002706135530024767, "weighted_relation_loss": 0.002706135530024767 }, { "action_query_norm": 41.44497985839844, "action_relation_loss": 0.002477175882086158, "auxiliary_loss_weight": 1.0, "epoch": 13.797942001870908, "flow_matching_loss": 0.03210132904350758, "grad_norm": 0.10214433819055557, "learning_rate": 5.550588913086131e-05, "loss": 0.0347, "relation_loss": 0.002647184953093529, "selected_pairs": 27069.3, "state_query_norm": 43.05849494934082, "state_relation_loss": 0.0001700090491794981, "step": 14750, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.002647184953093529, "weighted_relation_loss": 0.002647184953093529 }, { "action_query_norm": 41.47888526916504, "action_relation_loss": 0.0025006029056385158, "auxiliary_loss_weight": 1.0, "epoch": 13.807296538821328, "flow_matching_loss": 0.02981748804450035, "grad_norm": 0.1048126146197319, "learning_rate": 5.545110531969234e-05, "loss": 0.0325, "relation_loss": 0.0026621858589351175, "selected_pairs": 27461.8, "state_query_norm": 43.057478713989255, "state_relation_loss": 0.0001615829052752815, "step": 14760, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0026621858589351175, "weighted_relation_loss": 0.0026621858589351175 }, { "action_query_norm": 41.43233871459961, "action_relation_loss": 0.0027220301097258927, "auxiliary_loss_weight": 1.0, "epoch": 13.81665107577175, "flow_matching_loss": 0.03164856806397438, "grad_norm": 0.14014533162117004, "learning_rate": 5.539631488491641e-05, "loss": 0.0345, "relation_loss": 0.0028922588797286155, "selected_pairs": 26993.7, "state_query_norm": 43.051165390014646, "state_relation_loss": 0.000170228753995616, "step": 14770, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0028922588797286155, "weighted_relation_loss": 0.0028922588797286155 }, { "action_query_norm": 41.426523208618164, "action_relation_loss": 0.00253072795458138, "auxiliary_loss_weight": 1.0, "epoch": 13.82600561272217, "flow_matching_loss": 0.031360137835145, "grad_norm": 0.14955051243305206, "learning_rate": 5.534151789310904e-05, "loss": 0.0341, "relation_loss": 0.002701622014865279, "selected_pairs": 26510.3, "state_query_norm": 43.039812850952146, "state_relation_loss": 0.00017089408356696367, "step": 14780, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.002701622014865279, "weighted_relation_loss": 0.002701622014865279 }, { "action_query_norm": 41.455223846435544, "action_relation_loss": 0.002447523083537817, "auxiliary_loss_weight": 1.0, "epoch": 13.83536014967259, "flow_matching_loss": 0.028095726296305655, "grad_norm": 0.09663213044404984, "learning_rate": 5.528671441085376e-05, "loss": 0.0307, "relation_loss": 0.0026098887901753187, "selected_pairs": 26941.6, "state_query_norm": 43.03794059753418, "state_relation_loss": 0.00016236571682384237, "step": 14790, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0026098887901753187, "weighted_relation_loss": 0.0026098887901753187 }, { "action_query_norm": 41.40674591064453, "action_relation_loss": 0.0025307912030257283, "auxiliary_loss_weight": 1.0, "epoch": 13.844714686623012, "flow_matching_loss": 0.031607126258313654, "grad_norm": 0.08500514924526215, "learning_rate": 5.523190450474197e-05, "loss": 0.0343, "relation_loss": 0.00269531833473593, "selected_pairs": 26224.5, "state_query_norm": 43.03401756286621, "state_relation_loss": 0.0001645271186134778, "step": 14800, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.00269531833473593, "weighted_relation_loss": 0.00269531833473593 }, { "action_query_norm": 41.4221736907959, "action_relation_loss": 0.0026530269300565124, "auxiliary_loss_weight": 1.0, "epoch": 13.854069223573433, "flow_matching_loss": 0.03451523035764694, "grad_norm": 0.12073744088411331, "learning_rate": 5.5177088241372865e-05, "loss": 0.0373, "relation_loss": 0.002823133207857609, "selected_pairs": 27159.1, "state_query_norm": 43.02204132080078, "state_relation_loss": 0.00017010627925628796, "step": 14810, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.002823133207857609, "weighted_relation_loss": 0.002823133207857609 }, { "action_query_norm": 41.4488109588623, "action_relation_loss": 0.0023851168574765325, "auxiliary_loss_weight": 1.0, "epoch": 13.863423760523855, "flow_matching_loss": 0.029001163132488728, "grad_norm": 0.0913018137216568, "learning_rate": 5.512226568735338e-05, "loss": 0.0316, "relation_loss": 0.0025489156832918525, "selected_pairs": 26596.8, "state_query_norm": 43.034615707397464, "state_relation_loss": 0.00016379884036723524, "step": 14820, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0025489156832918525, "weighted_relation_loss": 0.0025489156832918525 }, { "action_query_norm": 41.43511123657227, "action_relation_loss": 0.0025736759649589657, "auxiliary_loss_weight": 1.0, "epoch": 13.872778297474275, "flow_matching_loss": 0.030836624652147294, "grad_norm": 0.10529076308012009, "learning_rate": 5.506743690929809e-05, "loss": 0.0336, "relation_loss": 0.0027407252229750155, "selected_pairs": 26601.5, "state_query_norm": 43.030456161499025, "state_relation_loss": 0.00016704926238162444, "step": 14830, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0027407252229750155, "weighted_relation_loss": 0.0027407252229750155 }, { "action_query_norm": 41.4616081237793, "action_relation_loss": 0.0024968019919469953, "auxiliary_loss_weight": 1.0, "epoch": 13.882132834424697, "flow_matching_loss": 0.030459694750607013, "grad_norm": 0.0975336804986, "learning_rate": 5.501260197382912e-05, "loss": 0.0331, "relation_loss": 0.002669067960232496, "selected_pairs": 26644.9, "state_query_norm": 43.02113838195801, "state_relation_loss": 0.0001722659741062671, "step": 14840, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.002669067960232496, "weighted_relation_loss": 0.002669067960232496 }, { "action_query_norm": 41.46588287353516, "action_relation_loss": 0.0024258267832919954, "auxiliary_loss_weight": 1.0, "epoch": 13.891487371375117, "flow_matching_loss": 0.031055612303316594, "grad_norm": 0.11435312032699585, "learning_rate": 5.49577609475761e-05, "loss": 0.0336, "relation_loss": 0.0025918398518115283, "selected_pairs": 26811.4, "state_query_norm": 43.02663459777832, "state_relation_loss": 0.00016601305833319202, "step": 14850, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0025918398518115283, "weighted_relation_loss": 0.0025918398518115283 }, { "action_query_norm": 41.44488716125488, "action_relation_loss": 0.0025103897554799915, "auxiliary_loss_weight": 1.0, "epoch": 13.900841908325537, "flow_matching_loss": 0.030993316508829593, "grad_norm": 0.12697209417819977, "learning_rate": 5.490291389717603e-05, "loss": 0.0337, "relation_loss": 0.0026756422361359, "selected_pairs": 26966.9, "state_query_norm": 43.0314079284668, "state_relation_loss": 0.00016525246610399336, "step": 14860, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0026756422361359, "weighted_relation_loss": 0.0026756422361359 }, { "action_query_norm": 41.46325035095215, "action_relation_loss": 0.002375242533162236, "auxiliary_loss_weight": 1.0, "epoch": 13.91019644527596, "flow_matching_loss": 0.03159539420157671, "grad_norm": 0.09548774361610413, "learning_rate": 5.484806088927329e-05, "loss": 0.0341, "relation_loss": 0.0025431963847950103, "selected_pairs": 27011.7, "state_query_norm": 43.04026222229004, "state_relation_loss": 0.0001679538530879654, "step": 14870, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0025431963847950103, "weighted_relation_loss": 0.0025431963847950103 }, { "action_query_norm": 41.44061813354492, "action_relation_loss": 0.0023200966417789457, "auxiliary_loss_weight": 1.0, "epoch": 13.91955098222638, "flow_matching_loss": 0.02975611463189125, "grad_norm": 0.08618982881307602, "learning_rate": 5.479320199051942e-05, "loss": 0.0322, "relation_loss": 0.002491886890493333, "selected_pairs": 26893.4, "state_query_norm": 43.021836853027345, "state_relation_loss": 0.0001717902792734094, "step": 14880, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.002491886890493333, "weighted_relation_loss": 0.002491886890493333 }, { "action_query_norm": 41.45627212524414, "action_relation_loss": 0.002342474670149386, "auxiliary_loss_weight": 1.0, "epoch": 13.928905519176801, "flow_matching_loss": 0.030428218841552734, "grad_norm": 0.11981292814016342, "learning_rate": 5.473833726757314e-05, "loss": 0.0329, "relation_loss": 0.0025070411153137683, "selected_pairs": 27177.7, "state_query_norm": 43.01782875061035, "state_relation_loss": 0.00016456644952995704, "step": 14890, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0025070411153137683, "weighted_relation_loss": 0.0025070411153137683 }, { "action_query_norm": 41.394722366333006, "action_relation_loss": 0.002448116196319461, "auxiliary_loss_weight": 1.0, "epoch": 13.938260056127222, "flow_matching_loss": 0.031732188537716866, "grad_norm": 0.10827654600143433, "learning_rate": 5.4683466787100304e-05, "loss": 0.0343, "relation_loss": 0.0026177807012572885, "selected_pairs": 26752.6, "state_query_norm": 43.01240577697754, "state_relation_loss": 0.00016966454277280718, "step": 14900, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0026177807012572885, "weighted_relation_loss": 0.0026177807012572885 }, { "action_query_norm": 41.39116439819336, "action_relation_loss": 0.0024813609197735786, "auxiliary_loss_weight": 1.0, "epoch": 13.947614593077642, "flow_matching_loss": 0.02982050608843565, "grad_norm": 0.10380230098962784, "learning_rate": 5.462859061577369e-05, "loss": 0.0325, "relation_loss": 0.002655232045799494, "selected_pairs": 26453.7, "state_query_norm": 43.01723403930664, "state_relation_loss": 0.00017387112602591516, "step": 14910, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.002655232045799494, "weighted_relation_loss": 0.002655232045799494 }, { "action_query_norm": 41.415570449829104, "action_relation_loss": 0.002631340967491269, "auxiliary_loss_weight": 1.0, "epoch": 13.956969130028064, "flow_matching_loss": 0.031064379960298538, "grad_norm": 0.12101740390062332, "learning_rate": 5.4573708820273026e-05, "loss": 0.0339, "relation_loss": 0.0028055035043507816, "selected_pairs": 27289.4, "state_query_norm": 43.017372131347656, "state_relation_loss": 0.00017416254995623605, "step": 14920, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0028055035043507816, "weighted_relation_loss": 0.0028055035043507816 }, { "action_query_norm": 41.40769500732422, "action_relation_loss": 0.002440994721837342, "auxiliary_loss_weight": 1.0, "epoch": 13.966323666978484, "flow_matching_loss": 0.030292125791311263, "grad_norm": 0.1110200360417366, "learning_rate": 5.451882146728488e-05, "loss": 0.0329, "relation_loss": 0.0026109387166798116, "selected_pairs": 27504.0, "state_query_norm": 43.002711868286134, "state_relation_loss": 0.00016994400939438493, "step": 14930, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0026109387166798116, "weighted_relation_loss": 0.0026109387166798116 }, { "action_query_norm": 41.43537902832031, "action_relation_loss": 0.002477333741262555, "auxiliary_loss_weight": 1.0, "epoch": 13.975678203928906, "flow_matching_loss": 0.029875137284398078, "grad_norm": 0.12444251775741577, "learning_rate": 5.446392862350255e-05, "loss": 0.0325, "relation_loss": 0.002638457203283906, "selected_pairs": 26686.5, "state_query_norm": 43.020616149902345, "state_relation_loss": 0.0001611234329175204, "step": 14940, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.002638457203283906, "weighted_relation_loss": 0.002638457203283906 }, { "action_query_norm": 41.39361038208008, "action_relation_loss": 0.002434714022092521, "auxiliary_loss_weight": 1.0, "epoch": 13.985032740879326, "flow_matching_loss": 0.029502338357269765, "grad_norm": 0.14725758135318756, "learning_rate": 5.440903035562603e-05, "loss": 0.0321, "relation_loss": 0.0025893294718116523, "selected_pairs": 27024.4, "state_query_norm": 43.02208023071289, "state_relation_loss": 0.00015461542643606662, "step": 14950, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0025893294718116523, "weighted_relation_loss": 0.0025893294718116523 }, { "action_query_norm": 41.3810977935791, "action_relation_loss": 0.0025359497172757982, "auxiliary_loss_weight": 1.0, "epoch": 13.994387277829748, "flow_matching_loss": 0.029262656532227992, "grad_norm": 0.12187071144580841, "learning_rate": 5.435412673036188e-05, "loss": 0.032, "relation_loss": 0.0026966565987095238, "selected_pairs": 26136.1, "state_query_norm": 43.01531791687012, "state_relation_loss": 0.0001607068843441084, "step": 14960, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.0026966565987095238, "weighted_relation_loss": 0.0026966565987095238 }, { "action_query_norm": 41.400464630126955, "action_relation_loss": 0.0023740659235045314, "auxiliary_loss_weight": 1.0, "epoch": 14.003741814780168, "flow_matching_loss": 0.03366111032664776, "grad_norm": 0.11455069482326508, "learning_rate": 5.429921781442318e-05, "loss": 0.0362, "relation_loss": 0.0025305562652647496, "selected_pairs": 24327.9, "state_query_norm": 43.011047744750975, "state_relation_loss": 0.0001564903010148555, "step": 14970, "valid_action_samples": 214.3, "weighted_auxiliary_loss": 0.0025305562652647496, "weighted_relation_loss": 0.0025305562652647496 }, { "action_query_norm": 41.43313751220703, "action_relation_loss": 0.002328155026771128, "auxiliary_loss_weight": 1.0, "epoch": 14.013096351730589, "flow_matching_loss": 0.030167602561414243, "grad_norm": 0.10839974135160446, "learning_rate": 5.424430367452945e-05, "loss": 0.0327, "relation_loss": 0.0025016583502292635, "selected_pairs": 27086.2, "state_query_norm": 42.995859909057614, "state_relation_loss": 0.00017350329726468773, "step": 14980, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0025016583502292635, "weighted_relation_loss": 0.0025016583502292635 }, { "action_query_norm": 41.42660408020019, "action_relation_loss": 0.002334487740881741, "auxiliary_loss_weight": 1.0, "epoch": 14.02245088868101, "flow_matching_loss": 0.030128300189971924, "grad_norm": 0.12775641679763794, "learning_rate": 5.418938437740655e-05, "loss": 0.0326, "relation_loss": 0.002492466731928289, "selected_pairs": 26500.3, "state_query_norm": 43.00900497436523, "state_relation_loss": 0.0001579789648531005, "step": 14990, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.002492466731928289, "weighted_relation_loss": 0.002492466731928289 }, { "action_query_norm": 41.39483909606933, "action_relation_loss": 0.0023938441299833357, "auxiliary_loss_weight": 1.0, "epoch": 14.03180542563143, "flow_matching_loss": 0.029964335821568967, "grad_norm": 0.1271829903125763, "learning_rate": 5.413445998978658e-05, "loss": 0.0325, "relation_loss": 0.0025631014490500093, "selected_pairs": 27195.5, "state_query_norm": 43.00990180969238, "state_relation_loss": 0.00016925730160437523, "step": 15000, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0025631014490500093, "weighted_relation_loss": 0.0025631014490500093 }, { "action_query_norm": 41.385322952270506, "action_relation_loss": 0.00227470847312361, "auxiliary_loss_weight": 1.0, "epoch": 14.041159962581853, "flow_matching_loss": 0.029862739145755768, "grad_norm": 0.11671029776334763, "learning_rate": 5.407953057840789e-05, "loss": 0.0323, "relation_loss": 0.0024338956689462067, "selected_pairs": 26386.7, "state_query_norm": 43.00817184448242, "state_relation_loss": 0.00015918719727778808, "step": 15010, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0024338956689462067, "weighted_relation_loss": 0.0024338956689462067 }, { "action_query_norm": 41.36498832702637, "action_relation_loss": 0.0022649332648143174, "auxiliary_loss_weight": 1.0, "epoch": 14.050514499532273, "flow_matching_loss": 0.029878922924399375, "grad_norm": 0.09601347893476486, "learning_rate": 5.4024596210014853e-05, "loss": 0.0323, "relation_loss": 0.002432255819439888, "selected_pairs": 27927.0, "state_query_norm": 42.97785835266113, "state_relation_loss": 0.00016732254880480468, "step": 15020, "valid_action_samples": 236.8, "weighted_auxiliary_loss": 0.002432255819439888, "weighted_relation_loss": 0.002432255819439888 }, { "action_query_norm": 41.33726959228515, "action_relation_loss": 0.0023712610593065618, "auxiliary_loss_weight": 1.0, "epoch": 14.059869036482693, "flow_matching_loss": 0.029573783837258817, "grad_norm": 0.11648114770650864, "learning_rate": 5.3969656951357935e-05, "loss": 0.0321, "relation_loss": 0.002526789018884301, "selected_pairs": 26389.8, "state_query_norm": 42.99521751403809, "state_relation_loss": 0.0001555279508465901, "step": 15030, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.002526789018884301, "weighted_relation_loss": 0.002526789018884301 }, { "action_query_norm": 41.374392700195315, "action_relation_loss": 0.0023189156781882048, "auxiliary_loss_weight": 1.0, "epoch": 14.069223573433115, "flow_matching_loss": 0.02822901923209429, "grad_norm": 0.10423168540000916, "learning_rate": 5.3914712869193504e-05, "loss": 0.0307, "relation_loss": 0.002473626984283328, "selected_pairs": 26648.8, "state_query_norm": 43.01819839477539, "state_relation_loss": 0.0001547113119158894, "step": 15040, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.002473626984283328, "weighted_relation_loss": 0.002473626984283328 }, { "action_query_norm": 41.3661994934082, "action_relation_loss": 0.0023147563450038435, "auxiliary_loss_weight": 1.0, "epoch": 14.078578110383535, "flow_matching_loss": 0.029019657336175442, "grad_norm": 0.11339303106069565, "learning_rate": 5.385976403028381e-05, "loss": 0.0315, "relation_loss": 0.0024731318233534695, "selected_pairs": 26926.5, "state_query_norm": 42.98641014099121, "state_relation_loss": 0.00015837545652175322, "step": 15050, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0024731318233534695, "weighted_relation_loss": 0.0024731318233534695 }, { "action_query_norm": 41.33174057006836, "action_relation_loss": 0.0023728379281237723, "auxiliary_loss_weight": 1.0, "epoch": 14.087932647333957, "flow_matching_loss": 0.02914845123887062, "grad_norm": 0.09396027028560638, "learning_rate": 5.3804810501396875e-05, "loss": 0.0317, "relation_loss": 0.002531159413047135, "selected_pairs": 26620.7, "state_query_norm": 42.98603744506836, "state_relation_loss": 0.00015832149365451186, "step": 15060, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.002531159413047135, "weighted_relation_loss": 0.002531159413047135 }, { "action_query_norm": 41.34365463256836, "action_relation_loss": 0.0023764848592691123, "auxiliary_loss_weight": 1.0, "epoch": 14.097287184284378, "flow_matching_loss": 0.029222624748945235, "grad_norm": 0.12291073799133301, "learning_rate": 5.374985234930639e-05, "loss": 0.0318, "relation_loss": 0.002543779998086393, "selected_pairs": 26509.2, "state_query_norm": 42.987158966064456, "state_relation_loss": 0.00016729514172766357, "step": 15070, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.002543779998086393, "weighted_relation_loss": 0.002543779998086393 }, { "action_query_norm": 41.405693435668944, "action_relation_loss": 0.0021967538516037164, "auxiliary_loss_weight": 1.0, "epoch": 14.1066417212348, "flow_matching_loss": 0.02951185591518879, "grad_norm": 0.1285068541765213, "learning_rate": 5.3694889640791724e-05, "loss": 0.0319, "relation_loss": 0.0023622594540938734, "selected_pairs": 26578.4, "state_query_norm": 42.995919418334964, "state_relation_loss": 0.0001655056097661145, "step": 15080, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0023622594540938734, "weighted_relation_loss": 0.0023622594540938734 }, { "action_query_norm": 41.389212417602536, "action_relation_loss": 0.0024938286282122136, "auxiliary_loss_weight": 1.0, "epoch": 14.11599625818522, "flow_matching_loss": 0.029266800731420517, "grad_norm": 0.11848286539316177, "learning_rate": 5.3639922442637736e-05, "loss": 0.0319, "relation_loss": 0.00265656930860132, "selected_pairs": 27047.6, "state_query_norm": 42.99563407897949, "state_relation_loss": 0.00016274070803774522, "step": 15090, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.00265656930860132, "weighted_relation_loss": 0.00265656930860132 }, { "action_query_norm": 41.364824295043945, "action_relation_loss": 0.002307430072687566, "auxiliary_loss_weight": 1.0, "epoch": 14.12535079513564, "flow_matching_loss": 0.03177986741065979, "grad_norm": 0.14906327426433563, "learning_rate": 5.358495082163476e-05, "loss": 0.0342, "relation_loss": 0.00246764849871397, "selected_pairs": 27266.9, "state_query_norm": 42.99322395324707, "state_relation_loss": 0.00016021847841329873, "step": 15100, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.00246764849871397, "weighted_relation_loss": 0.00246764849871397 }, { "action_query_norm": 41.363743209838866, "action_relation_loss": 0.002438644599169493, "auxiliary_loss_weight": 1.0, "epoch": 14.134705332086062, "flow_matching_loss": 0.031204788573086263, "grad_norm": 0.11312316358089447, "learning_rate": 5.35299748445785e-05, "loss": 0.0338, "relation_loss": 0.0026089650811627505, "selected_pairs": 26875.8, "state_query_norm": 42.98782730102539, "state_relation_loss": 0.00017032049363479017, "step": 15110, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0026089650811627505, "weighted_relation_loss": 0.0026089650811627505 }, { "action_query_norm": 41.3474308013916, "action_relation_loss": 0.0022454436868429182, "auxiliary_loss_weight": 1.0, "epoch": 14.144059869036482, "flow_matching_loss": 0.031022540666162966, "grad_norm": 0.10600972175598145, "learning_rate": 5.3474994578269944e-05, "loss": 0.0334, "relation_loss": 0.0024128060322254896, "selected_pairs": 27082.0, "state_query_norm": 42.98575325012207, "state_relation_loss": 0.000167362364300061, "step": 15120, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0024128060322254896, "weighted_relation_loss": 0.0024128060322254896 }, { "action_query_norm": 41.320991897583006, "action_relation_loss": 0.002390649914741516, "auxiliary_loss_weight": 1.0, "epoch": 14.153414405986904, "flow_matching_loss": 0.029843921400606634, "grad_norm": 0.13345122337341309, "learning_rate": 5.34200100895153e-05, "loss": 0.0324, "relation_loss": 0.0025551713770255446, "selected_pairs": 27270.8, "state_query_norm": 42.98528633117676, "state_relation_loss": 0.00016452145937364548, "step": 15130, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0025551713770255446, "weighted_relation_loss": 0.0025551713770255446 }, { "action_query_norm": 41.31506881713867, "action_relation_loss": 0.0024175051832571624, "auxiliary_loss_weight": 1.0, "epoch": 14.162768942937324, "flow_matching_loss": 0.03079098407179117, "grad_norm": 0.09852202236652374, "learning_rate": 5.3365021445125916e-05, "loss": 0.0334, "relation_loss": 0.0025875585386529567, "selected_pairs": 26434.4, "state_query_norm": 42.97543640136719, "state_relation_loss": 0.00017005333938868716, "step": 15140, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0025875585386529567, "weighted_relation_loss": 0.0025875585386529567 }, { "action_query_norm": 41.29890060424805, "action_relation_loss": 0.0023341595428064466, "auxiliary_loss_weight": 1.0, "epoch": 14.172123479887745, "flow_matching_loss": 0.02919173687696457, "grad_norm": 0.10294768959283829, "learning_rate": 5.331002871191817e-05, "loss": 0.0317, "relation_loss": 0.0025145099963992832, "selected_pairs": 27185.7, "state_query_norm": 42.96765365600586, "state_relation_loss": 0.00018035044049611316, "step": 15150, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0025145099963992832, "weighted_relation_loss": 0.0025145099963992832 }, { "action_query_norm": 41.33688049316406, "action_relation_loss": 0.0023040930973365903, "auxiliary_loss_weight": 1.0, "epoch": 14.181478016838167, "flow_matching_loss": 0.030480059050023555, "grad_norm": 0.13760046660900116, "learning_rate": 5.3255031956713443e-05, "loss": 0.033, "relation_loss": 0.0024775164900347592, "selected_pairs": 26733.3, "state_query_norm": 42.975398254394534, "state_relation_loss": 0.00017342338105663657, "step": 15160, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0024775164900347592, "weighted_relation_loss": 0.0024775164900347592 }, { "action_query_norm": 41.30478363037109, "action_relation_loss": 0.002227455098181963, "auxiliary_loss_weight": 1.0, "epoch": 14.190832553788587, "flow_matching_loss": 0.030807141959667207, "grad_norm": 0.10029821842908859, "learning_rate": 5.320003124633795e-05, "loss": 0.0332, "relation_loss": 0.0024030163884162905, "selected_pairs": 26667.5, "state_query_norm": 42.97430419921875, "state_relation_loss": 0.0001755613018758595, "step": 15170, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0024030163884162905, "weighted_relation_loss": 0.0024030163884162905 }, { "action_query_norm": 41.313266372680665, "action_relation_loss": 0.0023926730267703534, "auxiliary_loss_weight": 1.0, "epoch": 14.200187090739009, "flow_matching_loss": 0.02944243848323822, "grad_norm": 0.1001153290271759, "learning_rate": 5.314502664762274e-05, "loss": 0.032, "relation_loss": 0.0025616985745728015, "selected_pairs": 27406.4, "state_query_norm": 42.9716236114502, "state_relation_loss": 0.00016902553034015, "step": 15180, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.0025616985745728015, "weighted_relation_loss": 0.0025616985745728015 }, { "action_query_norm": 41.316894149780275, "action_relation_loss": 0.0023624743102118374, "auxiliary_loss_weight": 1.0, "epoch": 14.209541627689429, "flow_matching_loss": 0.02944932635873556, "grad_norm": 0.11555277556180954, "learning_rate": 5.3090018227403604e-05, "loss": 0.032, "relation_loss": 0.0025283002760261297, "selected_pairs": 26570.3, "state_query_norm": 42.98064956665039, "state_relation_loss": 0.00016582594253122807, "step": 15190, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0025283002760261297, "weighted_relation_loss": 0.0025283002760261297 }, { "action_query_norm": 41.383517837524415, "action_relation_loss": 0.0023413832765072583, "auxiliary_loss_weight": 1.0, "epoch": 14.218896164639851, "flow_matching_loss": 0.029655744694173335, "grad_norm": 0.09838804602622986, "learning_rate": 5.3035006052520955e-05, "loss": 0.0322, "relation_loss": 0.002521605580113828, "selected_pairs": 27736.8, "state_query_norm": 42.972055435180664, "state_relation_loss": 0.00018022231961367652, "step": 15200, "valid_action_samples": 236.0, "weighted_auxiliary_loss": 0.002521605580113828, "weighted_relation_loss": 0.002521605580113828 }, { "action_query_norm": 41.33180313110351, "action_relation_loss": 0.002334106503985822, "auxiliary_loss_weight": 1.0, "epoch": 14.228250701590271, "flow_matching_loss": 0.029632638953626157, "grad_norm": 0.0830380991101265, "learning_rate": 5.297999018981976e-05, "loss": 0.0321, "relation_loss": 0.002500439225696027, "selected_pairs": 27057.3, "state_query_norm": 42.968130111694336, "state_relation_loss": 0.00016633272462058813, "step": 15210, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.002500439225696027, "weighted_relation_loss": 0.002500439225696027 }, { "action_query_norm": 41.30115432739258, "action_relation_loss": 0.002397141442634165, "auxiliary_loss_weight": 1.0, "epoch": 14.237605238540691, "flow_matching_loss": 0.03004903271794319, "grad_norm": 0.15903420746326447, "learning_rate": 5.2924970706149505e-05, "loss": 0.0326, "relation_loss": 0.0025670280447229743, "selected_pairs": 26092.1, "state_query_norm": 42.97954063415527, "state_relation_loss": 0.0001698866268270649, "step": 15220, "valid_action_samples": 228.9, "weighted_auxiliary_loss": 0.0025670280447229743, "weighted_relation_loss": 0.0025670280447229743 }, { "action_query_norm": 41.335672760009764, "action_relation_loss": 0.0022543593309819697, "auxiliary_loss_weight": 1.0, "epoch": 14.246959775491113, "flow_matching_loss": 0.027614871971309185, "grad_norm": 0.11064782738685608, "learning_rate": 5.2869947668364014e-05, "loss": 0.03, "relation_loss": 0.002427562396042049, "selected_pairs": 26551.4, "state_query_norm": 42.97384262084961, "state_relation_loss": 0.00017320306360488758, "step": 15230, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.002427562396042049, "weighted_relation_loss": 0.002427562396042049 }, { "action_query_norm": 41.326040267944336, "action_relation_loss": 0.0023113515693694354, "auxiliary_loss_weight": 1.0, "epoch": 14.256314312441534, "flow_matching_loss": 0.030150520987808703, "grad_norm": 0.07532810419797897, "learning_rate": 5.2814921143321504e-05, "loss": 0.0326, "relation_loss": 0.002466349513269961, "selected_pairs": 26454.3, "state_query_norm": 42.96452941894531, "state_relation_loss": 0.00015499790606554598, "step": 15240, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.002466349513269961, "weighted_relation_loss": 0.002466349513269961 }, { "action_query_norm": 41.29961891174317, "action_relation_loss": 0.002301961136981845, "auxiliary_loss_weight": 1.0, "epoch": 14.265668849391956, "flow_matching_loss": 0.029624277353286745, "grad_norm": 0.11502344161272049, "learning_rate": 5.275989119788436e-05, "loss": 0.0321, "relation_loss": 0.002464156621135771, "selected_pairs": 26371.2, "state_query_norm": 42.95566024780273, "state_relation_loss": 0.00016219551616813987, "step": 15250, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.002464156621135771, "weighted_relation_loss": 0.002464156621135771 }, { "action_query_norm": 41.307661819458005, "action_relation_loss": 0.0022986354772001503, "auxiliary_loss_weight": 1.0, "epoch": 14.275023386342376, "flow_matching_loss": 0.02852322570979595, "grad_norm": 0.15193675458431244, "learning_rate": 5.270485789891919e-05, "loss": 0.031, "relation_loss": 0.0024621783290058375, "selected_pairs": 26929.4, "state_query_norm": 42.96787528991699, "state_relation_loss": 0.0001635428605368361, "step": 15260, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0024621783290058375, "weighted_relation_loss": 0.0024621783290058375 }, { "action_query_norm": 41.288163375854495, "action_relation_loss": 0.002253209997434169, "auxiliary_loss_weight": 1.0, "epoch": 14.284377923292798, "flow_matching_loss": 0.030459246411919595, "grad_norm": 0.12682382762432098, "learning_rate": 5.264982131329661e-05, "loss": 0.0329, "relation_loss": 0.002417596406303346, "selected_pairs": 27337.0, "state_query_norm": 42.96237640380859, "state_relation_loss": 0.00016438642487628385, "step": 15270, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.002417596406303346, "weighted_relation_loss": 0.002417596406303346 }, { "action_query_norm": 41.30880355834961, "action_relation_loss": 0.002312990138307214, "auxiliary_loss_weight": 1.0, "epoch": 14.293732460243218, "flow_matching_loss": 0.02978830933570862, "grad_norm": 0.1146930381655693, "learning_rate": 5.259478150789128e-05, "loss": 0.0323, "relation_loss": 0.0024860937148332594, "selected_pairs": 26663.3, "state_query_norm": 42.968780517578125, "state_relation_loss": 0.00017310356488451362, "step": 15280, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0024860937148332594, "weighted_relation_loss": 0.0024860937148332594 }, { "action_query_norm": 41.319051361083986, "action_relation_loss": 0.002355214348062873, "auxiliary_loss_weight": 1.0, "epoch": 14.303086997193638, "flow_matching_loss": 0.029456140100955965, "grad_norm": 0.12014800310134888, "learning_rate": 5.253973854958173e-05, "loss": 0.032, "relation_loss": 0.0025182035751640797, "selected_pairs": 27337.3, "state_query_norm": 42.96622314453125, "state_relation_loss": 0.00016298923001158982, "step": 15290, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0025182035751640797, "weighted_relation_loss": 0.0025182035751640797 }, { "action_query_norm": 41.30305213928223, "action_relation_loss": 0.002293435507453978, "auxiliary_loss_weight": 1.0, "epoch": 14.31244153414406, "flow_matching_loss": 0.0295817282050848, "grad_norm": 0.09700033068656921, "learning_rate": 5.2484692505250376e-05, "loss": 0.032, "relation_loss": 0.002456707088276744, "selected_pairs": 26891.5, "state_query_norm": 42.96093215942383, "state_relation_loss": 0.00016327155753970146, "step": 15300, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.002456707088276744, "weighted_relation_loss": 0.002456707088276744 }, { "action_query_norm": 41.276973724365234, "action_relation_loss": 0.0023247188655659556, "auxiliary_loss_weight": 1.0, "epoch": 14.32179607109448, "flow_matching_loss": 0.029097563214600088, "grad_norm": 0.13410809636116028, "learning_rate": 5.242964344178333e-05, "loss": 0.0316, "relation_loss": 0.0024886684492230414, "selected_pairs": 27132.1, "state_query_norm": 42.955693054199216, "state_relation_loss": 0.00016394958656746895, "step": 15310, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0024886684492230414, "weighted_relation_loss": 0.0024886684492230414 }, { "action_query_norm": 41.26673278808594, "action_relation_loss": 0.0022562826285138725, "auxiliary_loss_weight": 1.0, "epoch": 14.331150608044902, "flow_matching_loss": 0.031178838945925234, "grad_norm": 0.11239799112081528, "learning_rate": 5.237459142607041e-05, "loss": 0.0336, "relation_loss": 0.0024142791284248234, "selected_pairs": 27429.6, "state_query_norm": 42.96146125793457, "state_relation_loss": 0.00015799652464920655, "step": 15320, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.0024142791284248234, "weighted_relation_loss": 0.0024142791284248234 }, { "action_query_norm": 41.28113059997558, "action_relation_loss": 0.0022966293385252357, "auxiliary_loss_weight": 1.0, "epoch": 14.340505144995323, "flow_matching_loss": 0.02789749763906002, "grad_norm": 0.10419735312461853, "learning_rate": 5.231953652500498e-05, "loss": 0.0304, "relation_loss": 0.002459580171853304, "selected_pairs": 26352.8, "state_query_norm": 42.95825004577637, "state_relation_loss": 0.00016295083478325977, "step": 15330, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.002459580171853304, "weighted_relation_loss": 0.002459580171853304 }, { "action_query_norm": 41.28244323730469, "action_relation_loss": 0.0023013010621070864, "auxiliary_loss_weight": 1.0, "epoch": 14.349859681945743, "flow_matching_loss": 0.02899544332176447, "grad_norm": 0.10446260869503021, "learning_rate": 5.2264478805483976e-05, "loss": 0.0315, "relation_loss": 0.002455496578477323, "selected_pairs": 26985.5, "state_query_norm": 42.95330696105957, "state_relation_loss": 0.00015419547708006576, "step": 15340, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.002455496578477323, "weighted_relation_loss": 0.002455496578477323 }, { "action_query_norm": 41.24791488647461, "action_relation_loss": 0.002300493489019573, "auxiliary_loss_weight": 1.0, "epoch": 14.359214218896165, "flow_matching_loss": 0.030901887640357017, "grad_norm": 0.12217115610837936, "learning_rate": 5.220941833440768e-05, "loss": 0.0334, "relation_loss": 0.00246115883346647, "selected_pairs": 26387.7, "state_query_norm": 42.96107864379883, "state_relation_loss": 0.0001606653706403449, "step": 15350, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.00246115883346647, "weighted_relation_loss": 0.00246115883346647 }, { "action_query_norm": 41.2919506072998, "action_relation_loss": 0.002295263670384884, "auxiliary_loss_weight": 1.0, "epoch": 14.368568755846585, "flow_matching_loss": 0.02768896222114563, "grad_norm": 0.12218828499317169, "learning_rate": 5.215435517867977e-05, "loss": 0.0301, "relation_loss": 0.0024495176738128068, "selected_pairs": 26984.3, "state_query_norm": 42.95314750671387, "state_relation_loss": 0.00015425400633830577, "step": 15360, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0024495176738128068, "weighted_relation_loss": 0.0024495176738128068 }, { "action_query_norm": 41.254146575927734, "action_relation_loss": 0.002305971528403461, "auxiliary_loss_weight": 1.0, "epoch": 14.377923292797007, "flow_matching_loss": 0.029706747457385062, "grad_norm": 0.09387662261724472, "learning_rate": 5.209928940520719e-05, "loss": 0.0322, "relation_loss": 0.002465247921645641, "selected_pairs": 26897.5, "state_query_norm": 42.94864959716797, "state_relation_loss": 0.00015927641215967013, "step": 15370, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.002465247921645641, "weighted_relation_loss": 0.002465247921645641 }, { "action_query_norm": 41.25102081298828, "action_relation_loss": 0.0023944755783304574, "auxiliary_loss_weight": 1.0, "epoch": 14.387277829747427, "flow_matching_loss": 0.029709304682910442, "grad_norm": 0.12437231838703156, "learning_rate": 5.204422108090004e-05, "loss": 0.0323, "relation_loss": 0.0025577859254553915, "selected_pairs": 26852.0, "state_query_norm": 42.934981155395505, "state_relation_loss": 0.00016331036749761552, "step": 15380, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0025577859254553915, "weighted_relation_loss": 0.0025577859254553915 }, { "action_query_norm": 41.280926895141604, "action_relation_loss": 0.002399228932335973, "auxiliary_loss_weight": 1.0, "epoch": 14.39663236669785, "flow_matching_loss": 0.029347293823957444, "grad_norm": 0.13854829967021942, "learning_rate": 5.19891502726715e-05, "loss": 0.0319, "relation_loss": 0.002570281131193042, "selected_pairs": 27217.9, "state_query_norm": 42.94170913696289, "state_relation_loss": 0.0001710521915811114, "step": 15390, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.002570281131193042, "weighted_relation_loss": 0.002570281131193042 }, { "action_query_norm": 41.25807647705078, "action_relation_loss": 0.002309787180274725, "auxiliary_loss_weight": 1.0, "epoch": 14.40598690364827, "flow_matching_loss": 0.03066202439367771, "grad_norm": 0.09175414592027664, "learning_rate": 5.193407704743782e-05, "loss": 0.0331, "relation_loss": 0.0024731843499466778, "selected_pairs": 27246.0, "state_query_norm": 42.940686798095705, "state_relation_loss": 0.00016339713911293075, "step": 15400, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0024731843499466778, "weighted_relation_loss": 0.0024731843499466778 }, { "action_query_norm": 41.24236831665039, "action_relation_loss": 0.0023240454494953154, "auxiliary_loss_weight": 1.0, "epoch": 14.41534144059869, "flow_matching_loss": 0.02876077815890312, "grad_norm": 0.10743241757154465, "learning_rate": 5.187900147211815e-05, "loss": 0.0312, "relation_loss": 0.0024804445682093503, "selected_pairs": 26906.2, "state_query_norm": 42.928009033203125, "state_relation_loss": 0.00015639910998288542, "step": 15410, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0024804445682093503, "weighted_relation_loss": 0.0024804445682093503 }, { "action_query_norm": 41.28053932189941, "action_relation_loss": 0.0023087776615284385, "auxiliary_loss_weight": 1.0, "epoch": 14.424695977549112, "flow_matching_loss": 0.02749369740486145, "grad_norm": 0.1373436450958252, "learning_rate": 5.182392361363453e-05, "loss": 0.03, "relation_loss": 0.0024642099160701036, "selected_pairs": 26757.4, "state_query_norm": 42.93359565734863, "state_relation_loss": 0.000155432298197411, "step": 15420, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0024642099160701036, "weighted_relation_loss": 0.0024642099160701036 }, { "action_query_norm": 41.2662052154541, "action_relation_loss": 0.002306127198971808, "auxiliary_loss_weight": 1.0, "epoch": 14.434050514499532, "flow_matching_loss": 0.029317865148186684, "grad_norm": 0.09855061024427414, "learning_rate": 5.176884353891172e-05, "loss": 0.0318, "relation_loss": 0.0024713594233617187, "selected_pairs": 26598.6, "state_query_norm": 42.93187408447265, "state_relation_loss": 0.00016523222875548528, "step": 15430, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0024713594233617187, "weighted_relation_loss": 0.0024713594233617187 }, { "action_query_norm": 41.26071548461914, "action_relation_loss": 0.00234024110250175, "auxiliary_loss_weight": 1.0, "epoch": 14.443405051449954, "flow_matching_loss": 0.028586569987237454, "grad_norm": 0.13550549745559692, "learning_rate": 5.171376131487722e-05, "loss": 0.0311, "relation_loss": 0.0024877714226022364, "selected_pairs": 26835.8, "state_query_norm": 42.943216705322264, "state_relation_loss": 0.00014753031282452867, "step": 15440, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0024877714226022364, "weighted_relation_loss": 0.0024877714226022364 }, { "action_query_norm": 41.23624114990234, "action_relation_loss": 0.0024421366630122065, "auxiliary_loss_weight": 1.0, "epoch": 14.452759588400374, "flow_matching_loss": 0.029823427088558674, "grad_norm": 0.10729727149009705, "learning_rate": 5.165867700846113e-05, "loss": 0.0324, "relation_loss": 0.0026014620438218118, "selected_pairs": 26554.4, "state_query_norm": 42.92885894775391, "state_relation_loss": 0.00015932540700305253, "step": 15450, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0026014620438218118, "weighted_relation_loss": 0.0026014620438218118 }, { "action_query_norm": 41.21988143920898, "action_relation_loss": 0.0023385802283883094, "auxiliary_loss_weight": 1.0, "epoch": 14.462114125350794, "flow_matching_loss": 0.02921423353254795, "grad_norm": 0.13239933550357819, "learning_rate": 5.160359068659606e-05, "loss": 0.0317, "relation_loss": 0.0024964520474895836, "selected_pairs": 27078.4, "state_query_norm": 42.937618255615234, "state_relation_loss": 0.0001578718321979977, "step": 15460, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0024964520474895836, "weighted_relation_loss": 0.0024964520474895836 }, { "action_query_norm": 41.23991394042969, "action_relation_loss": 0.0021618218859657647, "auxiliary_loss_weight": 1.0, "epoch": 14.471468662301216, "flow_matching_loss": 0.03220948241651058, "grad_norm": 0.11335728317499161, "learning_rate": 5.154850241621712e-05, "loss": 0.0345, "relation_loss": 0.002322232723236084, "selected_pairs": 26806.7, "state_query_norm": 42.93914031982422, "state_relation_loss": 0.00016041085909819232, "step": 15470, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.002322232723236084, "weighted_relation_loss": 0.002322232723236084 }, { "action_query_norm": 41.181892013549806, "action_relation_loss": 0.002315632323734462, "auxiliary_loss_weight": 1.0, "epoch": 14.480823199251637, "flow_matching_loss": 0.030990398302674294, "grad_norm": 0.1472698301076889, "learning_rate": 5.149341226426172e-05, "loss": 0.0335, "relation_loss": 0.0024898885982111096, "selected_pairs": 26925.2, "state_query_norm": 42.92241020202637, "state_relation_loss": 0.00017425626720068976, "step": 15480, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0024898885982111096, "weighted_relation_loss": 0.0024898885982111096 }, { "action_query_norm": 41.21837120056152, "action_relation_loss": 0.0022978171473369002, "auxiliary_loss_weight": 1.0, "epoch": 14.490177736202059, "flow_matching_loss": 0.02839848678559065, "grad_norm": 0.13310392200946808, "learning_rate": 5.14383202976696e-05, "loss": 0.0309, "relation_loss": 0.002460515801794827, "selected_pairs": 27174.2, "state_query_norm": 42.91330795288086, "state_relation_loss": 0.00016269866027869285, "step": 15490, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.002460515801794827, "weighted_relation_loss": 0.002460515801794827 }, { "action_query_norm": 41.181410217285155, "action_relation_loss": 0.0023237363900989296, "auxiliary_loss_weight": 1.0, "epoch": 14.499532273152479, "flow_matching_loss": 0.030303737334907054, "grad_norm": 0.13724219799041748, "learning_rate": 5.1383226583382684e-05, "loss": 0.0328, "relation_loss": 0.0024935051100328566, "selected_pairs": 26833.9, "state_query_norm": 42.926117706298825, "state_relation_loss": 0.00016976871265796944, "step": 15500, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0024935051100328566, "weighted_relation_loss": 0.0024935051100328566 }, { "action_query_norm": 41.220791244506835, "action_relation_loss": 0.0023261882830411195, "auxiliary_loss_weight": 1.0, "epoch": 14.5088868101029, "flow_matching_loss": 0.02863693665713072, "grad_norm": 0.13315434753894806, "learning_rate": 5.132813118834504e-05, "loss": 0.0311, "relation_loss": 0.0024951423518359663, "selected_pairs": 26923.3, "state_query_norm": 42.92774620056152, "state_relation_loss": 0.00016895404551178216, "step": 15510, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0024951423518359663, "weighted_relation_loss": 0.0024951423518359663 }, { "action_query_norm": 41.210488891601564, "action_relation_loss": 0.0023341116728261115, "auxiliary_loss_weight": 1.0, "epoch": 14.518241347053321, "flow_matching_loss": 0.028749627619981767, "grad_norm": 0.12162408232688904, "learning_rate": 5.1273034179502777e-05, "loss": 0.0313, "relation_loss": 0.0025113811250776054, "selected_pairs": 26917.3, "state_query_norm": 42.90745620727539, "state_relation_loss": 0.0001772694566170685, "step": 15520, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0025113811250776054, "weighted_relation_loss": 0.0025113811250776054 }, { "action_query_norm": 41.17873878479004, "action_relation_loss": 0.0023740083444863556, "auxiliary_loss_weight": 1.0, "epoch": 14.527595884003741, "flow_matching_loss": 0.030166414752602577, "grad_norm": 0.11947061866521835, "learning_rate": 5.1217935623803945e-05, "loss": 0.0327, "relation_loss": 0.0025340714724734425, "selected_pairs": 27210.1, "state_query_norm": 42.92861824035644, "state_relation_loss": 0.00016006309306249022, "step": 15530, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0025340714724734425, "weighted_relation_loss": 0.0025340714724734425 }, { "action_query_norm": 41.207230758666995, "action_relation_loss": 0.0022623013239353893, "auxiliary_loss_weight": 1.0, "epoch": 14.536950420954163, "flow_matching_loss": 0.027661681920289994, "grad_norm": 0.15744057297706604, "learning_rate": 5.1162835588198476e-05, "loss": 0.0301, "relation_loss": 0.002426032768562436, "selected_pairs": 26991.9, "state_query_norm": 42.9315185546875, "state_relation_loss": 0.00016373144753742964, "step": 15540, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.002426032768562436, "weighted_relation_loss": 0.002426032768562436 }, { "action_query_norm": 41.22012367248535, "action_relation_loss": 0.002262650732882321, "auxiliary_loss_weight": 1.0, "epoch": 14.546304957904583, "flow_matching_loss": 0.02878310400992632, "grad_norm": 0.1175604984164238, "learning_rate": 5.110773413963813e-05, "loss": 0.0312, "relation_loss": 0.0024184233509004114, "selected_pairs": 26785.5, "state_query_norm": 42.91436767578125, "state_relation_loss": 0.0001557725903694518, "step": 15550, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0024184233509004114, "weighted_relation_loss": 0.0024184233509004114 }, { "action_query_norm": 41.19505157470703, "action_relation_loss": 0.0021939845173619688, "auxiliary_loss_weight": 1.0, "epoch": 14.555659494855005, "flow_matching_loss": 0.030059413611888887, "grad_norm": 0.09946043789386749, "learning_rate": 5.105263134507636e-05, "loss": 0.0324, "relation_loss": 0.0023438441334292293, "selected_pairs": 26803.6, "state_query_norm": 42.91164207458496, "state_relation_loss": 0.00014985965535743161, "step": 15560, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0023438441334292293, "weighted_relation_loss": 0.0023438441334292293 }, { "action_query_norm": 41.19878044128418, "action_relation_loss": 0.002132594946306199, "auxiliary_loss_weight": 1.0, "epoch": 14.565014031805426, "flow_matching_loss": 0.02883633729070425, "grad_norm": 0.09221082180738449, "learning_rate": 5.099752727146824e-05, "loss": 0.0311, "relation_loss": 0.002288232836872339, "selected_pairs": 26345.7, "state_query_norm": 42.90175895690918, "state_relation_loss": 0.00015563785709673538, "step": 15570, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.002288232836872339, "weighted_relation_loss": 0.002288232836872339 }, { "action_query_norm": 41.21460952758789, "action_relation_loss": 0.002201484446413815, "auxiliary_loss_weight": 1.0, "epoch": 14.574368568755848, "flow_matching_loss": 0.030397436767816543, "grad_norm": 0.125510111451149, "learning_rate": 5.094242198577042e-05, "loss": 0.0327, "relation_loss": 0.0023482832126319408, "selected_pairs": 26460.5, "state_query_norm": 42.897609329223634, "state_relation_loss": 0.000146798777859658, "step": 15580, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0023482832126319408, "weighted_relation_loss": 0.0023482832126319408 }, { "action_query_norm": 41.18054542541504, "action_relation_loss": 0.00215472390409559, "auxiliary_loss_weight": 1.0, "epoch": 14.583723105706268, "flow_matching_loss": 0.02805983182042837, "grad_norm": 0.11677093803882599, "learning_rate": 5.088731555494102e-05, "loss": 0.0304, "relation_loss": 0.002301568165421486, "selected_pairs": 26974.0, "state_query_norm": 42.90964965820312, "state_relation_loss": 0.0001468442613258958, "step": 15590, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.002301568165421486, "weighted_relation_loss": 0.002301568165421486 }, { "action_query_norm": 41.19911689758301, "action_relation_loss": 0.002347953338176012, "auxiliary_loss_weight": 1.0, "epoch": 14.593077642656688, "flow_matching_loss": 0.03069338612258434, "grad_norm": 0.11429457366466522, "learning_rate": 5.0832208045939556e-05, "loss": 0.0332, "relation_loss": 0.002500655874609947, "selected_pairs": 25839.1, "state_query_norm": 42.89355888366699, "state_relation_loss": 0.00015270253061316907, "step": 15600, "valid_action_samples": 227.8, "weighted_auxiliary_loss": 0.002500655874609947, "weighted_relation_loss": 0.002500655874609947 }, { "action_query_norm": 41.15908927917481, "action_relation_loss": 0.0023230952909216286, "auxiliary_loss_weight": 1.0, "epoch": 14.60243217960711, "flow_matching_loss": 0.02893178295344114, "grad_norm": 0.14460091292858124, "learning_rate": 5.0777099525726844e-05, "loss": 0.0314, "relation_loss": 0.002473013871349394, "selected_pairs": 26663.7, "state_query_norm": 42.88891525268555, "state_relation_loss": 0.0001499185644206591, "step": 15610, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.002473013871349394, "weighted_relation_loss": 0.002473013871349394 }, { "action_query_norm": 41.19443473815918, "action_relation_loss": 0.002221853961236775, "auxiliary_loss_weight": 1.0, "epoch": 14.61178671655753, "flow_matching_loss": 0.02907407619059086, "grad_norm": 0.13452951610088348, "learning_rate": 5.072199006126494e-05, "loss": 0.0314, "relation_loss": 0.0023695371113717557, "selected_pairs": 26808.0, "state_query_norm": 42.89912147521973, "state_relation_loss": 0.00014768313994864, "step": 15620, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0023695371113717557, "weighted_relation_loss": 0.0023695371113717557 }, { "action_query_norm": 41.20175552368164, "action_relation_loss": 0.0023245861404575406, "auxiliary_loss_weight": 1.0, "epoch": 14.621141253507952, "flow_matching_loss": 0.029580073431134224, "grad_norm": 0.12514546513557434, "learning_rate": 5.0666879719517026e-05, "loss": 0.0321, "relation_loss": 0.0024855352705344556, "selected_pairs": 27228.9, "state_query_norm": 42.910438537597656, "state_relation_loss": 0.00016094915335997939, "step": 15630, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0024855352705344556, "weighted_relation_loss": 0.0024855352705344556 }, { "action_query_norm": 41.21912307739258, "action_relation_loss": 0.002142976922914386, "auxiliary_loss_weight": 1.0, "epoch": 14.630495790458372, "flow_matching_loss": 0.030551102943718433, "grad_norm": 0.09641923755407333, "learning_rate": 5.061176856744737e-05, "loss": 0.0329, "relation_loss": 0.002309904946014285, "selected_pairs": 26619.6, "state_query_norm": 42.8992431640625, "state_relation_loss": 0.00016692803474143146, "step": 15640, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.002309904946014285, "weighted_relation_loss": 0.002309904946014285 }, { "action_query_norm": 41.2063045501709, "action_relation_loss": 0.002262749255169183, "auxiliary_loss_weight": 1.0, "epoch": 14.639850327408793, "flow_matching_loss": 0.029917311482131483, "grad_norm": 0.1282559484243393, "learning_rate": 5.0556656672021205e-05, "loss": 0.0323, "relation_loss": 0.0024233873933553695, "selected_pairs": 27014.6, "state_query_norm": 42.901710510253906, "state_relation_loss": 0.00016063813673099502, "step": 15650, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0024233873933553695, "weighted_relation_loss": 0.0024233873933553695 }, { "action_query_norm": 41.19926109313965, "action_relation_loss": 0.002198524191044271, "auxiliary_loss_weight": 1.0, "epoch": 14.649204864359215, "flow_matching_loss": 0.028605986014008523, "grad_norm": 0.13958969712257385, "learning_rate": 5.050154410020472e-05, "loss": 0.0309, "relation_loss": 0.0023427366046234964, "selected_pairs": 26594.3, "state_query_norm": 42.88812828063965, "state_relation_loss": 0.0001442123859305866, "step": 15660, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0023427366046234964, "weighted_relation_loss": 0.0023427366046234964 }, { "action_query_norm": 41.17228698730469, "action_relation_loss": 0.0021590088261291386, "auxiliary_loss_weight": 1.0, "epoch": 14.658559401309635, "flow_matching_loss": 0.030183988995850085, "grad_norm": 0.09534753113985062, "learning_rate": 5.044643091896485e-05, "loss": 0.0325, "relation_loss": 0.0023110796930268405, "selected_pairs": 26709.2, "state_query_norm": 42.9040283203125, "state_relation_loss": 0.00015207089018076658, "step": 15670, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0023110796930268405, "weighted_relation_loss": 0.0023110796930268405 }, { "action_query_norm": 41.1991470336914, "action_relation_loss": 0.0022337819216772916, "auxiliary_loss_weight": 1.0, "epoch": 14.667913938260057, "flow_matching_loss": 0.028031531162559985, "grad_norm": 0.08783598244190216, "learning_rate": 5.039131719526932e-05, "loss": 0.0304, "relation_loss": 0.0023889405187219382, "selected_pairs": 26670.7, "state_query_norm": 42.883618927001955, "state_relation_loss": 0.00015515860141022131, "step": 15680, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0023889405187219382, "weighted_relation_loss": 0.0023889405187219382 }, { "action_query_norm": 41.18369483947754, "action_relation_loss": 0.002107472450006753, "auxiliary_loss_weight": 1.0, "epoch": 14.677268475210477, "flow_matching_loss": 0.027966130897402762, "grad_norm": 0.10790453106164932, "learning_rate": 5.03362029960865e-05, "loss": 0.0302, "relation_loss": 0.0022632612148299814, "selected_pairs": 26666.3, "state_query_norm": 42.88842887878418, "state_relation_loss": 0.00015578876627841964, "step": 15690, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0022632612148299814, "weighted_relation_loss": 0.0022632612148299814 }, { "action_query_norm": 41.16953582763672, "action_relation_loss": 0.0022153749014250934, "auxiliary_loss_weight": 1.0, "epoch": 14.686623012160897, "flow_matching_loss": 0.03066640216857195, "grad_norm": 0.09890665858983994, "learning_rate": 5.028108838838533e-05, "loss": 0.033, "relation_loss": 0.002375659509561956, "selected_pairs": 27431.7, "state_query_norm": 42.88687362670898, "state_relation_loss": 0.00016028458921937271, "step": 15700, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.002375659509561956, "weighted_relation_loss": 0.002375659509561956 }, { "action_query_norm": 41.14384651184082, "action_relation_loss": 0.0022764010238461195, "auxiliary_loss_weight": 1.0, "epoch": 14.69597754911132, "flow_matching_loss": 0.029065300710499287, "grad_norm": 0.10866302996873856, "learning_rate": 5.0225973439135276e-05, "loss": 0.0315, "relation_loss": 0.0024428106378763916, "selected_pairs": 26760.9, "state_query_norm": 42.88862953186035, "state_relation_loss": 0.00016640964022371919, "step": 15710, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0024428106378763916, "weighted_relation_loss": 0.0024428106378763916 }, { "action_query_norm": 41.172628021240236, "action_relation_loss": 0.0022673743893392383, "auxiliary_loss_weight": 1.0, "epoch": 14.70533208606174, "flow_matching_loss": 0.028593887761235236, "grad_norm": 0.1111496090888977, "learning_rate": 5.017085821530617e-05, "loss": 0.031, "relation_loss": 0.002415730897337198, "selected_pairs": 27088.1, "state_query_norm": 42.88378372192383, "state_relation_loss": 0.00014835651236353443, "step": 15720, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.002415730897337198, "weighted_relation_loss": 0.002415730897337198 }, { "action_query_norm": 41.11067008972168, "action_relation_loss": 0.002158288890495896, "auxiliary_loss_weight": 1.0, "epoch": 14.714686623012161, "flow_matching_loss": 0.02764780502766371, "grad_norm": 0.1152871772646904, "learning_rate": 5.011574278386822e-05, "loss": 0.03, "relation_loss": 0.0023095238488167525, "selected_pairs": 26668.7, "state_query_norm": 42.883191680908205, "state_relation_loss": 0.00015123495977604763, "step": 15730, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0023095238488167525, "weighted_relation_loss": 0.0023095238488167525 }, { "action_query_norm": 41.17008819580078, "action_relation_loss": 0.002125572308432311, "auxiliary_loss_weight": 1.0, "epoch": 14.724041159962582, "flow_matching_loss": 0.029383177869021893, "grad_norm": 0.12585806846618652, "learning_rate": 5.006062721179189e-05, "loss": 0.0317, "relation_loss": 0.0022812108742073177, "selected_pairs": 26573.9, "state_query_norm": 42.866824340820315, "state_relation_loss": 0.00015563856577500702, "step": 15740, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0022812108742073177, "weighted_relation_loss": 0.0022812108742073177 }, { "action_query_norm": 41.13433723449707, "action_relation_loss": 0.002107020525727421, "auxiliary_loss_weight": 1.0, "epoch": 14.733395696913004, "flow_matching_loss": 0.028424312919378282, "grad_norm": 0.10632065683603287, "learning_rate": 5.000551156604777e-05, "loss": 0.0307, "relation_loss": 0.0022584334947168827, "selected_pairs": 27247.2, "state_query_norm": 42.878726196289065, "state_relation_loss": 0.0001514129835413769, "step": 15750, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0022584334947168827, "weighted_relation_loss": 0.0022584334947168827 }, { "action_query_norm": 41.07797966003418, "action_relation_loss": 0.002292513637803495, "auxiliary_loss_weight": 1.0, "epoch": 14.742750233863424, "flow_matching_loss": 0.030169853009283543, "grad_norm": 0.14157845079898834, "learning_rate": 4.9950395913606594e-05, "loss": 0.0326, "relation_loss": 0.0024410647805780173, "selected_pairs": 26918.3, "state_query_norm": 42.87555198669433, "state_relation_loss": 0.0001485511282226071, "step": 15760, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0024410647805780173, "weighted_relation_loss": 0.0024410647805780173 }, { "action_query_norm": 41.08955078125, "action_relation_loss": 0.002206139359623194, "auxiliary_loss_weight": 1.0, "epoch": 14.752104770813844, "flow_matching_loss": 0.03006757255643606, "grad_norm": 0.12955342233181, "learning_rate": 4.989528032143903e-05, "loss": 0.0324, "relation_loss": 0.002350840764120221, "selected_pairs": 26343.4, "state_query_norm": 42.864871978759766, "state_relation_loss": 0.0001447013986762613, "step": 15770, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.002350840764120221, "weighted_relation_loss": 0.002350840764120221 }, { "action_query_norm": 41.10755805969238, "action_relation_loss": 0.0023259193520061673, "auxiliary_loss_weight": 1.0, "epoch": 14.761459307764266, "flow_matching_loss": 0.027854040265083313, "grad_norm": 0.10744751244783401, "learning_rate": 4.984016485651578e-05, "loss": 0.0303, "relation_loss": 0.002469363622367382, "selected_pairs": 26507.2, "state_query_norm": 42.87683296203613, "state_relation_loss": 0.00014344427036121487, "step": 15780, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.002469363622367382, "weighted_relation_loss": 0.002469363622367382 }, { "action_query_norm": 41.13846664428711, "action_relation_loss": 0.0021011097356677054, "auxiliary_loss_weight": 1.0, "epoch": 14.770813844714686, "flow_matching_loss": 0.028626021184027194, "grad_norm": 0.2311457246541977, "learning_rate": 4.9785049585807274e-05, "loss": 0.0309, "relation_loss": 0.002253609336912632, "selected_pairs": 27568.6, "state_query_norm": 42.87758598327637, "state_relation_loss": 0.000152499572141096, "step": 15790, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.002253609336912632, "weighted_relation_loss": 0.002253609336912632 }, { "action_query_norm": 41.11678848266602, "action_relation_loss": 0.0022702287882566453, "auxiliary_loss_weight": 1.0, "epoch": 14.780168381665108, "flow_matching_loss": 0.030506146140396595, "grad_norm": 0.14388540387153625, "learning_rate": 4.972993457628381e-05, "loss": 0.0329, "relation_loss": 0.0024239353137090803, "selected_pairs": 26918.4, "state_query_norm": 42.87963676452637, "state_relation_loss": 0.00015370653563877567, "step": 15800, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0024239353137090803, "weighted_relation_loss": 0.0024239353137090803 }, { "action_query_norm": 41.15001945495605, "action_relation_loss": 0.0021968963323161007, "auxiliary_loss_weight": 1.0, "epoch": 14.789522918615528, "flow_matching_loss": 0.028671226277947427, "grad_norm": 0.12637192010879517, "learning_rate": 4.9674819894915306e-05, "loss": 0.031, "relation_loss": 0.002344102691859007, "selected_pairs": 26868.7, "state_query_norm": 42.875156021118165, "state_relation_loss": 0.00014720632971148006, "step": 15810, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.002344102691859007, "weighted_relation_loss": 0.002344102691859007 }, { "action_query_norm": 41.16165428161621, "action_relation_loss": 0.002187264640815556, "auxiliary_loss_weight": 1.0, "epoch": 14.79887745556595, "flow_matching_loss": 0.029625074565410615, "grad_norm": 0.10573838651180267, "learning_rate": 4.9619705608671265e-05, "loss": 0.032, "relation_loss": 0.002341575105674565, "selected_pairs": 26462.3, "state_query_norm": 42.86364860534668, "state_relation_loss": 0.00015431049396283925, "step": 15820, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.002341575105674565, "weighted_relation_loss": 0.002341575105674565 }, { "action_query_norm": 41.15527267456055, "action_relation_loss": 0.0022650188766419888, "auxiliary_loss_weight": 1.0, "epoch": 14.80823199251637, "flow_matching_loss": 0.02930098455399275, "grad_norm": 0.11095733195543289, "learning_rate": 4.956459178452079e-05, "loss": 0.0317, "relation_loss": 0.002418484282679856, "selected_pairs": 26648.6, "state_query_norm": 42.860735702514646, "state_relation_loss": 0.00015346539003076033, "step": 15830, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.002418484282679856, "weighted_relation_loss": 0.002418484282679856 }, { "action_query_norm": 41.109938049316405, "action_relation_loss": 0.002297734236344695, "auxiliary_loss_weight": 1.0, "epoch": 14.81758652946679, "flow_matching_loss": 0.029774156957864763, "grad_norm": 0.09841873496770859, "learning_rate": 4.950947848943235e-05, "loss": 0.0322, "relation_loss": 0.0024474862962961196, "selected_pairs": 27200.2, "state_query_norm": 42.87239532470703, "state_relation_loss": 0.00014975207595853136, "step": 15840, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0024474862962961196, "weighted_relation_loss": 0.0024474862962961196 }, { "action_query_norm": 41.09158897399902, "action_relation_loss": 0.0022447236580774186, "auxiliary_loss_weight": 1.0, "epoch": 14.826941066417213, "flow_matching_loss": 0.028397209383547305, "grad_norm": 0.10006824135780334, "learning_rate": 4.9454365790373805e-05, "loss": 0.0308, "relation_loss": 0.0023994937771931292, "selected_pairs": 26966.3, "state_query_norm": 42.84906768798828, "state_relation_loss": 0.00015477011038456112, "step": 15850, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0023994937771931292, "weighted_relation_loss": 0.0023994937771931292 }, { "action_query_norm": 41.093177795410156, "action_relation_loss": 0.0024020302575081588, "auxiliary_loss_weight": 1.0, "epoch": 14.836295603367633, "flow_matching_loss": 0.0304222097620368, "grad_norm": 0.1317145824432373, "learning_rate": 4.939925375431226e-05, "loss": 0.033, "relation_loss": 0.00255377646535635, "selected_pairs": 26754.3, "state_query_norm": 42.85650520324707, "state_relation_loss": 0.00015174626460066066, "step": 15860, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.00255377646535635, "weighted_relation_loss": 0.00255377646535635 }, { "action_query_norm": 41.06215057373047, "action_relation_loss": 0.0022195776109583676, "auxiliary_loss_weight": 1.0, "epoch": 14.845650140318055, "flow_matching_loss": 0.029073050245642662, "grad_norm": 0.12712633609771729, "learning_rate": 4.9344142448214046e-05, "loss": 0.0314, "relation_loss": 0.0023664762265980244, "selected_pairs": 27386.8, "state_query_norm": 42.8638614654541, "state_relation_loss": 0.0001468986345571466, "step": 15870, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0023664762265980244, "weighted_relation_loss": 0.0023664762265980244 }, { "action_query_norm": 41.08943328857422, "action_relation_loss": 0.002133160550147295, "auxiliary_loss_weight": 1.0, "epoch": 14.855004677268475, "flow_matching_loss": 0.02814090084284544, "grad_norm": 0.12330040335655212, "learning_rate": 4.928903193904461e-05, "loss": 0.0304, "relation_loss": 0.002287826593965292, "selected_pairs": 27322.8, "state_query_norm": 42.853380584716795, "state_relation_loss": 0.00015466604963876307, "step": 15880, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.002287826593965292, "weighted_relation_loss": 0.002287826593965292 }, { "action_query_norm": 41.08796844482422, "action_relation_loss": 0.0021975640906021, "auxiliary_loss_weight": 1.0, "epoch": 14.864359214218895, "flow_matching_loss": 0.028326277248561384, "grad_norm": 0.11669556796550751, "learning_rate": 4.923392229376842e-05, "loss": 0.0307, "relation_loss": 0.0023485523415729403, "selected_pairs": 27087.7, "state_query_norm": 42.845194244384764, "state_relation_loss": 0.00015098828298505397, "step": 15890, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0023485523415729403, "weighted_relation_loss": 0.0023485523415729403 }, { "action_query_norm": 41.114881134033205, "action_relation_loss": 0.0021295457263477147, "auxiliary_loss_weight": 1.0, "epoch": 14.873713751169317, "flow_matching_loss": 0.028368075378239155, "grad_norm": 0.09664517641067505, "learning_rate": 4.9178813579348865e-05, "loss": 0.0306, "relation_loss": 0.00227675368078053, "selected_pairs": 26689.0, "state_query_norm": 42.851402282714844, "state_relation_loss": 0.00014720797480549663, "step": 15900, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.00227675368078053, "weighted_relation_loss": 0.00227675368078053 }, { "action_query_norm": 41.10379219055176, "action_relation_loss": 0.002120348415337503, "auxiliary_loss_weight": 1.0, "epoch": 14.883068288119738, "flow_matching_loss": 0.02799167577177286, "grad_norm": 0.13639101386070251, "learning_rate": 4.9123705862748253e-05, "loss": 0.0303, "relation_loss": 0.0022741828579455614, "selected_pairs": 27201.5, "state_query_norm": 42.856943130493164, "state_relation_loss": 0.00015383440331788733, "step": 15910, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0022741828579455614, "weighted_relation_loss": 0.0022741828579455614 }, { "action_query_norm": 41.054822540283205, "action_relation_loss": 0.0021936249802820386, "auxiliary_loss_weight": 1.0, "epoch": 14.89242282507016, "flow_matching_loss": 0.028553316369652748, "grad_norm": 0.13120009005069733, "learning_rate": 4.9068599210927627e-05, "loss": 0.0309, "relation_loss": 0.002332753175869584, "selected_pairs": 26781.0, "state_query_norm": 42.861341094970705, "state_relation_loss": 0.00013912820868426933, "step": 15920, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.002332753175869584, "weighted_relation_loss": 0.002332753175869584 }, { "action_query_norm": 41.067440795898435, "action_relation_loss": 0.0023087688256055116, "auxiliary_loss_weight": 1.0, "epoch": 14.90177736202058, "flow_matching_loss": 0.02951693646609783, "grad_norm": 0.13090002536773682, "learning_rate": 4.901349369084681e-05, "loss": 0.032, "relation_loss": 0.0024517751298844814, "selected_pairs": 26867.7, "state_query_norm": 42.85561027526855, "state_relation_loss": 0.0001430063261068426, "step": 15930, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0024517751298844814, "weighted_relation_loss": 0.0024517751298844814 }, { "action_query_norm": 41.07767181396484, "action_relation_loss": 0.0020832972368225455, "auxiliary_loss_weight": 1.0, "epoch": 14.911131898971, "flow_matching_loss": 0.028159316070377825, "grad_norm": 0.11566536873579025, "learning_rate": 4.8958389369464156e-05, "loss": 0.0304, "relation_loss": 0.002232567546889186, "selected_pairs": 27218.8, "state_query_norm": 42.843241119384764, "state_relation_loss": 0.0001492703187977895, "step": 15940, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.002232567546889186, "weighted_relation_loss": 0.002232567546889186 }, { "action_query_norm": 41.08364028930664, "action_relation_loss": 0.0021613382850773633, "auxiliary_loss_weight": 1.0, "epoch": 14.920486435921422, "flow_matching_loss": 0.030485366471111774, "grad_norm": 0.11742845922708511, "learning_rate": 4.890328631373666e-05, "loss": 0.0328, "relation_loss": 0.002306398283690214, "selected_pairs": 26825.5, "state_query_norm": 42.84826240539551, "state_relation_loss": 0.00014506004663417116, "step": 15950, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.002306398283690214, "weighted_relation_loss": 0.002306398283690214 }, { "action_query_norm": 41.07111511230469, "action_relation_loss": 0.002301990007981658, "auxiliary_loss_weight": 1.0, "epoch": 14.929840972871842, "flow_matching_loss": 0.02900688573718071, "grad_norm": 0.09645962715148926, "learning_rate": 4.88481845906197e-05, "loss": 0.0315, "relation_loss": 0.0024458222556859254, "selected_pairs": 26560.2, "state_query_norm": 42.84935684204102, "state_relation_loss": 0.0001438322273315862, "step": 15960, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0024458222556859254, "weighted_relation_loss": 0.0024458222556859254 }, { "action_query_norm": 41.07747116088867, "action_relation_loss": 0.0021908000460825862, "auxiliary_loss_weight": 1.0, "epoch": 14.939195509822264, "flow_matching_loss": 0.02920593526214361, "grad_norm": 0.10505601763725281, "learning_rate": 4.879308426706707e-05, "loss": 0.0316, "relation_loss": 0.0023443803191185, "selected_pairs": 26880.1, "state_query_norm": 42.832769775390624, "state_relation_loss": 0.00015358028758782893, "step": 15970, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0023443803191185, "weighted_relation_loss": 0.0023443803191185 }, { "action_query_norm": 41.04440002441406, "action_relation_loss": 0.002331328624859452, "auxiliary_loss_weight": 1.0, "epoch": 14.948550046772684, "flow_matching_loss": 0.029513135366141797, "grad_norm": 0.09168694168329239, "learning_rate": 4.873798541003084e-05, "loss": 0.032, "relation_loss": 0.0024742185836657883, "selected_pairs": 27573.8, "state_query_norm": 42.84764633178711, "state_relation_loss": 0.00014288995007518678, "step": 15980, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.0024742185836657883, "weighted_relation_loss": 0.0024742185836657883 }, { "action_query_norm": 41.031226348876956, "action_relation_loss": 0.002135140518657863, "auxiliary_loss_weight": 1.0, "epoch": 14.957904583723106, "flow_matching_loss": 0.030308564938604832, "grad_norm": 0.12437121570110321, "learning_rate": 4.868288808646136e-05, "loss": 0.0326, "relation_loss": 0.0022849942790344356, "selected_pairs": 26729.0, "state_query_norm": 42.836433792114256, "state_relation_loss": 0.0001498537589213811, "step": 15990, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0022849942790344356, "weighted_relation_loss": 0.0022849942790344356 }, { "action_query_norm": 41.068250274658205, "action_relation_loss": 0.0021692539798095823, "auxiliary_loss_weight": 1.0, "epoch": 14.967259120673527, "flow_matching_loss": 0.028177258372306824, "grad_norm": 0.09460944682359695, "learning_rate": 4.862779236330705e-05, "loss": 0.0305, "relation_loss": 0.0023206590674817564, "selected_pairs": 26467.5, "state_query_norm": 42.85048713684082, "state_relation_loss": 0.0001514051007688977, "step": 16000, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0023206590674817564, "weighted_relation_loss": 0.0023206590674817564 }, { "action_query_norm": 41.03181686401367, "action_relation_loss": 0.002206917479634285, "auxiliary_loss_weight": 1.0, "epoch": 14.976613657623947, "flow_matching_loss": 0.03013059925287962, "grad_norm": 0.12251504510641098, "learning_rate": 4.8572698307514395e-05, "loss": 0.0325, "relation_loss": 0.002349380636587739, "selected_pairs": 26179.4, "state_query_norm": 42.828102111816406, "state_relation_loss": 0.00014246314676711336, "step": 16010, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.002349380636587739, "weighted_relation_loss": 0.002349380636587739 }, { "action_query_norm": 41.069379043579104, "action_relation_loss": 0.0021690512541681526, "auxiliary_loss_weight": 1.0, "epoch": 14.985968194574369, "flow_matching_loss": 0.028664163872599603, "grad_norm": 0.08581145852804184, "learning_rate": 4.85176059860279e-05, "loss": 0.031, "relation_loss": 0.002316692774184048, "selected_pairs": 26940.3, "state_query_norm": 42.835967254638675, "state_relation_loss": 0.00014764152438146995, "step": 16020, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.002316692774184048, "weighted_relation_loss": 0.002316692774184048 }, { "action_query_norm": 41.048125457763675, "action_relation_loss": 0.002210878417827189, "auxiliary_loss_weight": 1.0, "epoch": 14.995322731524789, "flow_matching_loss": 0.02935880869626999, "grad_norm": 0.09846559166908264, "learning_rate": 4.846251546578989e-05, "loss": 0.0317, "relation_loss": 0.0023596495622768996, "selected_pairs": 26806.9, "state_query_norm": 42.83401527404785, "state_relation_loss": 0.00014877119538141413, "step": 16030, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0023596495622768996, "weighted_relation_loss": 0.0023596495622768996 }, { "action_query_norm": 41.02888107299805, "action_relation_loss": 0.00214656445896253, "auxiliary_loss_weight": 1.0, "epoch": 15.004677268475211, "flow_matching_loss": 0.02888547386974096, "grad_norm": 0.09293181449174881, "learning_rate": 4.840742681374058e-05, "loss": 0.0312, "relation_loss": 0.0022818655241280796, "selected_pairs": 23953.5, "state_query_norm": 42.83917770385742, "state_relation_loss": 0.0001353010564344004, "step": 16040, "valid_action_samples": 212.3, "weighted_auxiliary_loss": 0.0022818655241280796, "weighted_relation_loss": 0.0022818655241280796 }, { "action_query_norm": 41.03338890075683, "action_relation_loss": 0.002164738904684782, "auxiliary_loss_weight": 1.0, "epoch": 15.014031805425631, "flow_matching_loss": 0.027677072398364543, "grad_norm": 0.11970598995685577, "learning_rate": 4.835234009681787e-05, "loss": 0.03, "relation_loss": 0.0023032054770737885, "selected_pairs": 26436.1, "state_query_norm": 42.83241310119629, "state_relation_loss": 0.00013846656220266594, "step": 16050, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0023032054770737885, "weighted_relation_loss": 0.0023032054770737885 }, { "action_query_norm": 41.08233108520508, "action_relation_loss": 0.002014639275148511, "auxiliary_loss_weight": 1.0, "epoch": 15.023386342376053, "flow_matching_loss": 0.028322992473840715, "grad_norm": 0.09702375531196594, "learning_rate": 4.8297255381957296e-05, "loss": 0.0305, "relation_loss": 0.002158070122823119, "selected_pairs": 27079.7, "state_query_norm": 42.824921417236325, "state_relation_loss": 0.00014343085422297008, "step": 16060, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.002158070122823119, "weighted_relation_loss": 0.002158070122823119 }, { "action_query_norm": 41.07698554992676, "action_relation_loss": 0.0020822710474021735, "auxiliary_loss_weight": 1.0, "epoch": 15.032740879326473, "flow_matching_loss": 0.02774695660918951, "grad_norm": 0.1184396892786026, "learning_rate": 4.824217273609198e-05, "loss": 0.03, "relation_loss": 0.0022348892409354447, "selected_pairs": 26614.3, "state_query_norm": 42.83445243835449, "state_relation_loss": 0.00015261823282344266, "step": 16070, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0022348892409354447, "weighted_relation_loss": 0.0022348892409354447 }, { "action_query_norm": 40.98125686645508, "action_relation_loss": 0.0021704044193029404, "auxiliary_loss_weight": 1.0, "epoch": 15.042095416276894, "flow_matching_loss": 0.026474021188914777, "grad_norm": 0.10207819938659668, "learning_rate": 4.8187092226152555e-05, "loss": 0.0288, "relation_loss": 0.0023200594820082187, "selected_pairs": 26833.3, "state_query_norm": 42.81319236755371, "state_relation_loss": 0.00014965510490583256, "step": 16080, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0023200594820082187, "weighted_relation_loss": 0.0023200594820082187 }, { "action_query_norm": 41.05115432739258, "action_relation_loss": 0.0020442740758880975, "auxiliary_loss_weight": 1.0, "epoch": 15.051449953227316, "flow_matching_loss": 0.0275607330724597, "grad_norm": 0.12237254530191422, "learning_rate": 4.8132013919067016e-05, "loss": 0.0298, "relation_loss": 0.002200639445800334, "selected_pairs": 26782.4, "state_query_norm": 42.835868453979494, "state_relation_loss": 0.0001563653495395556, "step": 16090, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.002200639445800334, "weighted_relation_loss": 0.002200639445800334 }, { "action_query_norm": 41.011785888671874, "action_relation_loss": 0.002029648853931576, "auxiliary_loss_weight": 1.0, "epoch": 15.060804490177736, "flow_matching_loss": 0.027939522452652455, "grad_norm": 0.1499151885509491, "learning_rate": 4.807693788176071e-05, "loss": 0.0301, "relation_loss": 0.002176818554289639, "selected_pairs": 27039.5, "state_query_norm": 42.80950813293457, "state_relation_loss": 0.00014716971054440364, "step": 16100, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.002176818554289639, "weighted_relation_loss": 0.002176818554289639 }, { "action_query_norm": 41.02779579162598, "action_relation_loss": 0.00201478258240968, "auxiliary_loss_weight": 1.0, "epoch": 15.070159027128158, "flow_matching_loss": 0.02856382541358471, "grad_norm": 0.12855331599712372, "learning_rate": 4.8021864181156214e-05, "loss": 0.0307, "relation_loss": 0.0021576676866970957, "selected_pairs": 26386.3, "state_query_norm": 42.812186813354494, "state_relation_loss": 0.0001428850897355005, "step": 16110, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0021576676866970957, "weighted_relation_loss": 0.0021576676866970957 }, { "action_query_norm": 41.00155067443848, "action_relation_loss": 0.0021416683914139865, "auxiliary_loss_weight": 1.0, "epoch": 15.079513564078578, "flow_matching_loss": 0.028627341799438, "grad_norm": 0.13056614995002747, "learning_rate": 4.796679288417326e-05, "loss": 0.0309, "relation_loss": 0.002284976583905518, "selected_pairs": 26623.9, "state_query_norm": 42.822353744506835, "state_relation_loss": 0.00014330818084999918, "step": 16120, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.002284976583905518, "weighted_relation_loss": 0.002284976583905518 }, { "action_query_norm": 41.03328094482422, "action_relation_loss": 0.0021635891636833547, "auxiliary_loss_weight": 1.0, "epoch": 15.088868101028998, "flow_matching_loss": 0.02713435757905245, "grad_norm": 0.11105908453464508, "learning_rate": 4.791172405772866e-05, "loss": 0.0295, "relation_loss": 0.002316073002293706, "selected_pairs": 26922.5, "state_query_norm": 42.81952743530273, "state_relation_loss": 0.00015248385025188327, "step": 16130, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.002316073002293706, "weighted_relation_loss": 0.002316073002293706 }, { "action_query_norm": 41.011827087402345, "action_relation_loss": 0.0021989672910422086, "auxiliary_loss_weight": 1.0, "epoch": 15.09822263797942, "flow_matching_loss": 0.027120698429644107, "grad_norm": 0.1091744601726532, "learning_rate": 4.785665776873625e-05, "loss": 0.0295, "relation_loss": 0.0023507441394031046, "selected_pairs": 26484.2, "state_query_norm": 42.823111343383786, "state_relation_loss": 0.00015177682071225717, "step": 16140, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0023507441394031046, "weighted_relation_loss": 0.0023507441394031046 }, { "action_query_norm": 40.98885650634766, "action_relation_loss": 0.002153595071285963, "auxiliary_loss_weight": 1.0, "epoch": 15.10757717492984, "flow_matching_loss": 0.028969948180019855, "grad_norm": 0.11627569794654846, "learning_rate": 4.7801594084106763e-05, "loss": 0.0313, "relation_loss": 0.0023084106855094434, "selected_pairs": 26597.9, "state_query_norm": 42.823660659790036, "state_relation_loss": 0.00015481562440982087, "step": 16150, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0023084106855094434, "weighted_relation_loss": 0.0023084106855094434 }, { "action_query_norm": 41.04726791381836, "action_relation_loss": 0.0021382115548476575, "auxiliary_loss_weight": 1.0, "epoch": 15.116931711880262, "flow_matching_loss": 0.02792995311319828, "grad_norm": 0.10917601734399796, "learning_rate": 4.774653307074775e-05, "loss": 0.0302, "relation_loss": 0.0022873108042404055, "selected_pairs": 27200.5, "state_query_norm": 42.82055244445801, "state_relation_loss": 0.00014909923338564114, "step": 16160, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0022873108042404055, "weighted_relation_loss": 0.0022873108042404055 }, { "action_query_norm": 41.07034111022949, "action_relation_loss": 0.0020896215573884547, "auxiliary_loss_weight": 1.0, "epoch": 15.126286248830683, "flow_matching_loss": 0.026380470581352712, "grad_norm": 0.1115059033036232, "learning_rate": 4.769147479556355e-05, "loss": 0.0286, "relation_loss": 0.0022445676848292353, "selected_pairs": 26597.5, "state_query_norm": 42.816267013549805, "state_relation_loss": 0.00015494615799980239, "step": 16170, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0022445676848292353, "weighted_relation_loss": 0.0022445676848292353 }, { "action_query_norm": 41.025079345703126, "action_relation_loss": 0.0022504706983454527, "auxiliary_loss_weight": 1.0, "epoch": 15.135640785781105, "flow_matching_loss": 0.02745053879916668, "grad_norm": 0.16018560528755188, "learning_rate": 4.763641932545515e-05, "loss": 0.0299, "relation_loss": 0.0024043960263952615, "selected_pairs": 26625.3, "state_query_norm": 42.79365615844726, "state_relation_loss": 0.0001539253134978935, "step": 16180, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0024043960263952615, "weighted_relation_loss": 0.0024043960263952615 }, { "action_query_norm": 40.997260665893556, "action_relation_loss": 0.002010684763081372, "auxiliary_loss_weight": 1.0, "epoch": 15.144995322731525, "flow_matching_loss": 0.02903745286166668, "grad_norm": 0.1179654449224472, "learning_rate": 4.758136672732013e-05, "loss": 0.0312, "relation_loss": 0.002177548932377249, "selected_pairs": 26684.1, "state_query_norm": 42.7912841796875, "state_relation_loss": 0.00016686417075106874, "step": 16190, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.002177548932377249, "weighted_relation_loss": 0.002177548932377249 }, { "action_query_norm": 40.96093101501465, "action_relation_loss": 0.0021371171227656306, "auxiliary_loss_weight": 1.0, "epoch": 15.154349859681945, "flow_matching_loss": 0.0275705236941576, "grad_norm": 0.0983961746096611, "learning_rate": 4.752631706805261e-05, "loss": 0.0299, "relation_loss": 0.0022898137103766203, "selected_pairs": 26397.4, "state_query_norm": 42.78581581115723, "state_relation_loss": 0.0001526965876109898, "step": 16200, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0022898137103766203, "weighted_relation_loss": 0.0022898137103766203 }, { "action_query_norm": 41.03452415466309, "action_relation_loss": 0.0022252584574744107, "auxiliary_loss_weight": 1.0, "epoch": 15.163704396632367, "flow_matching_loss": 0.028280074521899224, "grad_norm": 0.10270997136831284, "learning_rate": 4.7471270414543114e-05, "loss": 0.0307, "relation_loss": 0.00237428160617128, "selected_pairs": 26830.7, "state_query_norm": 42.80417404174805, "state_relation_loss": 0.0001490231603384018, "step": 16210, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.00237428160617128, "weighted_relation_loss": 0.00237428160617128 }, { "action_query_norm": 41.01541976928711, "action_relation_loss": 0.0020929634221829472, "auxiliary_loss_weight": 1.0, "epoch": 15.173058933582787, "flow_matching_loss": 0.02821652013808489, "grad_norm": 0.1177351176738739, "learning_rate": 4.741622683367849e-05, "loss": 0.0305, "relation_loss": 0.0022367998491972683, "selected_pairs": 26804.1, "state_query_norm": 42.81569213867188, "state_relation_loss": 0.00014383645466296003, "step": 16220, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0022367998491972683, "weighted_relation_loss": 0.0022367998491972683 }, { "action_query_norm": 41.019476318359374, "action_relation_loss": 0.002049147291108966, "auxiliary_loss_weight": 1.0, "epoch": 15.18241347053321, "flow_matching_loss": 0.02857813984155655, "grad_norm": 0.11473020166158676, "learning_rate": 4.736118639234191e-05, "loss": 0.0308, "relation_loss": 0.0021956503624096513, "selected_pairs": 26479.2, "state_query_norm": 42.798047637939455, "state_relation_loss": 0.0001465030902181752, "step": 16230, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0021956503624096513, "weighted_relation_loss": 0.0021956503624096513 }, { "action_query_norm": 40.97909049987793, "action_relation_loss": 0.0021834300947375595, "auxiliary_loss_weight": 1.0, "epoch": 15.19176800748363, "flow_matching_loss": 0.02472191918641329, "grad_norm": 0.09897954016923904, "learning_rate": 4.730614915741267e-05, "loss": 0.0271, "relation_loss": 0.0023367160698398947, "selected_pairs": 26667.5, "state_query_norm": 42.80068130493164, "state_relation_loss": 0.00015328596346080302, "step": 16240, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0023367160698398947, "weighted_relation_loss": 0.0023367160698398947 }, { "action_query_norm": 41.02536811828613, "action_relation_loss": 0.0021955760079436005, "auxiliary_loss_weight": 1.0, "epoch": 15.20112254443405, "flow_matching_loss": 0.028216761723160743, "grad_norm": 0.10472393780946732, "learning_rate": 4.7251115195766234e-05, "loss": 0.0306, "relation_loss": 0.002341091725975275, "selected_pairs": 27042.2, "state_query_norm": 42.79315032958984, "state_relation_loss": 0.00014551571221090853, "step": 16250, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.002341091725975275, "weighted_relation_loss": 0.002341091725975275 }, { "action_query_norm": 41.06179428100586, "action_relation_loss": 0.0020814026822336016, "auxiliary_loss_weight": 1.0, "epoch": 15.210477081384472, "flow_matching_loss": 0.027139571495354176, "grad_norm": 0.0879424512386322, "learning_rate": 4.719608457427404e-05, "loss": 0.0294, "relation_loss": 0.0022376606473699214, "selected_pairs": 26597.8, "state_query_norm": 42.79279975891113, "state_relation_loss": 0.0001562579462188296, "step": 16260, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0022376606473699214, "weighted_relation_loss": 0.0022376606473699214 }, { "action_query_norm": 40.97507858276367, "action_relation_loss": 0.0021535109844990075, "auxiliary_loss_weight": 1.0, "epoch": 15.219831618334892, "flow_matching_loss": 0.028839132376015188, "grad_norm": 0.1118057370185852, "learning_rate": 4.714105735980347e-05, "loss": 0.0311, "relation_loss": 0.002299526007845998, "selected_pairs": 26482.7, "state_query_norm": 42.78405914306641, "state_relation_loss": 0.00014601504954043777, "step": 16270, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.002299526007845998, "weighted_relation_loss": 0.002299526007845998 }, { "action_query_norm": 40.96659622192383, "action_relation_loss": 0.0021540889283642173, "auxiliary_loss_weight": 1.0, "epoch": 15.229186155285314, "flow_matching_loss": 0.026393692009150982, "grad_norm": 0.10933369398117065, "learning_rate": 4.70860336192178e-05, "loss": 0.0287, "relation_loss": 0.0022994910832494497, "selected_pairs": 26388.8, "state_query_norm": 42.80427360534668, "state_relation_loss": 0.0001454021352401469, "step": 16280, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0022994910832494497, "weighted_relation_loss": 0.0022994910832494497 }, { "action_query_norm": 40.9973258972168, "action_relation_loss": 0.0019217163207940757, "auxiliary_loss_weight": 1.0, "epoch": 15.238540692235734, "flow_matching_loss": 0.026297074928879737, "grad_norm": 0.08000627160072327, "learning_rate": 4.7031013419376034e-05, "loss": 0.0284, "relation_loss": 0.0020768610178492964, "selected_pairs": 26894.5, "state_query_norm": 42.789899826049805, "state_relation_loss": 0.00015514471015194432, "step": 16290, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0020768610178492964, "weighted_relation_loss": 0.0020768610178492964 }, { "action_query_norm": 40.99926338195801, "action_relation_loss": 0.002039563748985529, "auxiliary_loss_weight": 1.0, "epoch": 15.247895229186156, "flow_matching_loss": 0.02688975427299738, "grad_norm": 0.1005922183394432, "learning_rate": 4.6975996827132926e-05, "loss": 0.0291, "relation_loss": 0.002183488616719842, "selected_pairs": 27060.2, "state_query_norm": 42.80442771911621, "state_relation_loss": 0.00014392484299605713, "step": 16300, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.002183488616719842, "weighted_relation_loss": 0.002183488616719842 }, { "action_query_norm": 41.008504486083986, "action_relation_loss": 0.0020250515663065016, "auxiliary_loss_weight": 1.0, "epoch": 15.257249766136576, "flow_matching_loss": 0.028561417385935782, "grad_norm": 0.10256706178188324, "learning_rate": 4.692098390933883e-05, "loss": 0.0307, "relation_loss": 0.0021687654545530675, "selected_pairs": 26761.0, "state_query_norm": 42.79050216674805, "state_relation_loss": 0.0001437138686014805, "step": 16310, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0021687654545530675, "weighted_relation_loss": 0.0021687654545530675 }, { "action_query_norm": 40.977071380615236, "action_relation_loss": 0.002093877049628645, "auxiliary_loss_weight": 1.0, "epoch": 15.266604303086996, "flow_matching_loss": 0.02901224046945572, "grad_norm": 0.11653516441583633, "learning_rate": 4.6865974732839615e-05, "loss": 0.0312, "relation_loss": 0.0022368249716237187, "selected_pairs": 27195.6, "state_query_norm": 42.7907527923584, "state_relation_loss": 0.00014294789434643462, "step": 16320, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0022368249716237187, "weighted_relation_loss": 0.0022368249716237187 }, { "action_query_norm": 40.9813777923584, "action_relation_loss": 0.0021302154520526527, "auxiliary_loss_weight": 1.0, "epoch": 15.275958840037418, "flow_matching_loss": 0.030179780162870883, "grad_norm": 0.11360982060432434, "learning_rate": 4.6810969364476615e-05, "loss": 0.0325, "relation_loss": 0.0022800172911956905, "selected_pairs": 26384.0, "state_query_norm": 42.771401977539064, "state_relation_loss": 0.00014980182459112257, "step": 16330, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0022800172911956905, "weighted_relation_loss": 0.0022800172911956905 }, { "action_query_norm": 40.98911972045899, "action_relation_loss": 0.0022375155007466675, "auxiliary_loss_weight": 1.0, "epoch": 15.285313376987839, "flow_matching_loss": 0.02909160330891609, "grad_norm": 0.13615381717681885, "learning_rate": 4.675596787108653e-05, "loss": 0.0315, "relation_loss": 0.002391233039088547, "selected_pairs": 27460.7, "state_query_norm": 42.783443450927734, "state_relation_loss": 0.0001537175354314968, "step": 16340, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.002391233039088547, "weighted_relation_loss": 0.002391233039088547 }, { "action_query_norm": 40.964114379882815, "action_relation_loss": 0.002073674986604601, "auxiliary_loss_weight": 1.0, "epoch": 15.29466791393826, "flow_matching_loss": 0.027847948111593725, "grad_norm": 0.19270311295986176, "learning_rate": 4.670097031950139e-05, "loss": 0.0301, "relation_loss": 0.00222333543933928, "selected_pairs": 27337.5, "state_query_norm": 42.77220687866211, "state_relation_loss": 0.00014966049493523315, "step": 16350, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.00222333543933928, "weighted_relation_loss": 0.00222333543933928 }, { "action_query_norm": 41.00874404907226, "action_relation_loss": 0.0020711675751954317, "auxiliary_loss_weight": 1.0, "epoch": 15.30402245088868, "flow_matching_loss": 0.02747804597020149, "grad_norm": 0.1107771247625351, "learning_rate": 4.664597677654838e-05, "loss": 0.0297, "relation_loss": 0.0022074217442423104, "selected_pairs": 27567.8, "state_query_norm": 42.771583557128906, "state_relation_loss": 0.00013625419887830503, "step": 16360, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.0022074217442423104, "weighted_relation_loss": 0.0022074217442423104 }, { "action_query_norm": 40.98386077880859, "action_relation_loss": 0.002065330045297742, "auxiliary_loss_weight": 1.0, "epoch": 15.313376987839103, "flow_matching_loss": 0.02886719275265932, "grad_norm": 0.1149100586771965, "learning_rate": 4.659098730904986e-05, "loss": 0.0311, "relation_loss": 0.002210734284017235, "selected_pairs": 27596.4, "state_query_norm": 42.79231719970703, "state_relation_loss": 0.00014540425909217447, "step": 16370, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.002210734284017235, "weighted_relation_loss": 0.002210734284017235 }, { "action_query_norm": 41.02111320495605, "action_relation_loss": 0.0020653596613556145, "auxiliary_loss_weight": 1.0, "epoch": 15.322731524789523, "flow_matching_loss": 0.027482898160815238, "grad_norm": 0.11616958677768707, "learning_rate": 4.6536001983823204e-05, "loss": 0.0297, "relation_loss": 0.0022053457563742996, "selected_pairs": 26575.6, "state_query_norm": 42.79644622802734, "state_relation_loss": 0.00013998609356349334, "step": 16380, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0022053457563742996, "weighted_relation_loss": 0.0022053457563742996 }, { "action_query_norm": 40.93114128112793, "action_relation_loss": 0.002054950373712927, "auxiliary_loss_weight": 1.0, "epoch": 15.332086061739943, "flow_matching_loss": 0.02540675662457943, "grad_norm": 0.12468969821929932, "learning_rate": 4.648102086768078e-05, "loss": 0.0276, "relation_loss": 0.0022045932477340103, "selected_pairs": 26801.4, "state_query_norm": 42.77534866333008, "state_relation_loss": 0.0001496429104008712, "step": 16390, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0022045932477340103, "weighted_relation_loss": 0.0022045932477340103 }, { "action_query_norm": 40.949832153320315, "action_relation_loss": 0.0020560981472954156, "auxiliary_loss_weight": 1.0, "epoch": 15.341440598690365, "flow_matching_loss": 0.02735130414366722, "grad_norm": 0.12201401591300964, "learning_rate": 4.6426044027429786e-05, "loss": 0.0295, "relation_loss": 0.0021941553335636855, "selected_pairs": 26965.0, "state_query_norm": 42.77728424072266, "state_relation_loss": 0.00013805713242618368, "step": 16400, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0021941553335636855, "weighted_relation_loss": 0.0021941553335636855 }, { "action_query_norm": 40.94884834289551, "action_relation_loss": 0.0020659724716097115, "auxiliary_loss_weight": 1.0, "epoch": 15.350795135640785, "flow_matching_loss": 0.025697795487940312, "grad_norm": 0.1033768504858017, "learning_rate": 4.637107152987234e-05, "loss": 0.0279, "relation_loss": 0.002210604806896299, "selected_pairs": 26121.3, "state_query_norm": 42.76231575012207, "state_relation_loss": 0.00014463233383139596, "step": 16410, "valid_action_samples": 229.0, "weighted_auxiliary_loss": 0.002210604806896299, "weighted_relation_loss": 0.002210604806896299 }, { "action_query_norm": 40.91171112060547, "action_relation_loss": 0.00211567145306617, "auxiliary_loss_weight": 1.0, "epoch": 15.360149672591207, "flow_matching_loss": 0.029074339009821416, "grad_norm": 0.14028239250183105, "learning_rate": 4.631610344180515e-05, "loss": 0.0313, "relation_loss": 0.0022649339167401194, "selected_pairs": 27503.0, "state_query_norm": 42.76072387695312, "state_relation_loss": 0.00014926246949471534, "step": 16420, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0022649339167401194, "weighted_relation_loss": 0.0022649339167401194 }, { "action_query_norm": 40.94252662658691, "action_relation_loss": 0.002003431541379541, "auxiliary_loss_weight": 1.0, "epoch": 15.369504209541628, "flow_matching_loss": 0.026825182139873505, "grad_norm": 0.12716642022132874, "learning_rate": 4.626113983001965e-05, "loss": 0.029, "relation_loss": 0.002154062339104712, "selected_pairs": 26832.9, "state_query_norm": 42.76688003540039, "state_relation_loss": 0.00015063075989019126, "step": 16430, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.002154062339104712, "weighted_relation_loss": 0.002154062339104712 }, { "action_query_norm": 40.94577331542969, "action_relation_loss": 0.0020094890613108875, "auxiliary_loss_weight": 1.0, "epoch": 15.378858746492048, "flow_matching_loss": 0.02791549973189831, "grad_norm": 0.12483228743076324, "learning_rate": 4.620618076130182e-05, "loss": 0.0301, "relation_loss": 0.0021549421246163545, "selected_pairs": 26994.1, "state_query_norm": 42.76242523193359, "state_relation_loss": 0.00014545304729836063, "step": 16440, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0021549421246163545, "weighted_relation_loss": 0.0021549421246163545 }, { "action_query_norm": 40.92798614501953, "action_relation_loss": 0.001983945700339973, "auxiliary_loss_weight": 1.0, "epoch": 15.38821328344247, "flow_matching_loss": 0.028759030066430567, "grad_norm": 0.10412780940532684, "learning_rate": 4.6151226302432074e-05, "loss": 0.0309, "relation_loss": 0.002125769713893533, "selected_pairs": 26627.0, "state_query_norm": 42.76208419799805, "state_relation_loss": 0.00014182401209836826, "step": 16450, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.002125769713893533, "weighted_relation_loss": 0.002125769713893533 }, { "action_query_norm": 40.99007949829102, "action_relation_loss": 0.001972700213082135, "auxiliary_loss_weight": 1.0, "epoch": 15.39756782039289, "flow_matching_loss": 0.029514403268694877, "grad_norm": 0.11363095045089722, "learning_rate": 4.6096276520185304e-05, "loss": 0.0316, "relation_loss": 0.0021153366658836605, "selected_pairs": 26763.7, "state_query_norm": 42.778917694091795, "state_relation_loss": 0.00014263644552556798, "step": 16460, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0021153366658836605, "weighted_relation_loss": 0.0021153366658836605 }, { "action_query_norm": 40.91130599975586, "action_relation_loss": 0.0021251269383355973, "auxiliary_loss_weight": 1.0, "epoch": 15.406922357343312, "flow_matching_loss": 0.027775408513844014, "grad_norm": 0.12314784526824951, "learning_rate": 4.604133148133066e-05, "loss": 0.03, "relation_loss": 0.002269022271502763, "selected_pairs": 27572.1, "state_query_norm": 42.76219177246094, "state_relation_loss": 0.00014389533607754855, "step": 16470, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.002269022271502763, "weighted_relation_loss": 0.002269022271502763 }, { "action_query_norm": 40.95126724243164, "action_relation_loss": 0.0019476166926324368, "auxiliary_loss_weight": 1.0, "epoch": 15.416276894293732, "flow_matching_loss": 0.026236013695597648, "grad_norm": 0.14759591221809387, "learning_rate": 4.598639125263155e-05, "loss": 0.0283, "relation_loss": 0.002084830321837217, "selected_pairs": 26531.1, "state_query_norm": 42.7571834564209, "state_relation_loss": 0.00013721363502554594, "step": 16480, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.002084830321837217, "weighted_relation_loss": 0.002084830321837217 }, { "action_query_norm": 40.925366973876955, "action_relation_loss": 0.0021163703757338228, "auxiliary_loss_weight": 1.0, "epoch": 15.425631431244154, "flow_matching_loss": 0.02813834846019745, "grad_norm": 0.11854575574398041, "learning_rate": 4.593145590084553e-05, "loss": 0.0304, "relation_loss": 0.0022563271224498747, "selected_pairs": 26943.6, "state_query_norm": 42.76736221313477, "state_relation_loss": 0.00013995675326441414, "step": 16490, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0022563271224498747, "weighted_relation_loss": 0.0022563271224498747 }, { "action_query_norm": 40.925489807128905, "action_relation_loss": 0.002057074615731835, "auxiliary_loss_weight": 1.0, "epoch": 15.434985968194574, "flow_matching_loss": 0.026541346125304698, "grad_norm": 0.10466737300157547, "learning_rate": 4.58765254927242e-05, "loss": 0.0287, "relation_loss": 0.0021998620592057704, "selected_pairs": 26988.8, "state_query_norm": 42.76473693847656, "state_relation_loss": 0.00014278747912612743, "step": 16500, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0021998620592057704, "weighted_relation_loss": 0.0021998620592057704 }, { "action_query_norm": 40.92564506530762, "action_relation_loss": 0.0019479075097478926, "auxiliary_loss_weight": 1.0, "epoch": 15.444340505144995, "flow_matching_loss": 0.02647493202239275, "grad_norm": 0.09557298570871353, "learning_rate": 4.582160009501323e-05, "loss": 0.0286, "relation_loss": 0.0020891744643449783, "selected_pairs": 26527.6, "state_query_norm": 42.768849563598636, "state_relation_loss": 0.00014126694295555354, "step": 16510, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0020891744643449783, "weighted_relation_loss": 0.0020891744643449783 }, { "action_query_norm": 40.93024597167969, "action_relation_loss": 0.0020857203635387123, "auxiliary_loss_weight": 1.0, "epoch": 15.453695042095417, "flow_matching_loss": 0.028110622242093087, "grad_norm": 0.10158578306436539, "learning_rate": 4.5766679774452143e-05, "loss": 0.0303, "relation_loss": 0.002235468360595405, "selected_pairs": 27430.7, "state_query_norm": 42.75343246459961, "state_relation_loss": 0.00014974799996707587, "step": 16520, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.002235468360595405, "weighted_relation_loss": 0.002235468360595405 }, { "action_query_norm": 40.91517868041992, "action_relation_loss": 0.0020421611377969386, "auxiliary_loss_weight": 1.0, "epoch": 15.463049579045837, "flow_matching_loss": 0.027574794366955757, "grad_norm": 0.11107718199491501, "learning_rate": 4.571176459777431e-05, "loss": 0.0298, "relation_loss": 0.002176687028259039, "selected_pairs": 26241.3, "state_query_norm": 42.7506591796875, "state_relation_loss": 0.00013452592975227162, "step": 16530, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.002176687028259039, "weighted_relation_loss": 0.002176687028259039 }, { "action_query_norm": 40.92530059814453, "action_relation_loss": 0.0019962315796874463, "auxiliary_loss_weight": 1.0, "epoch": 15.472404115996259, "flow_matching_loss": 0.027286410704255103, "grad_norm": 0.10154205560684204, "learning_rate": 4.5656854631706846e-05, "loss": 0.0294, "relation_loss": 0.0021471629734151065, "selected_pairs": 26967.1, "state_query_norm": 42.74353523254395, "state_relation_loss": 0.0001509313369751908, "step": 16540, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0021471629734151065, "weighted_relation_loss": 0.0021471629734151065 }, { "action_query_norm": 40.89697532653808, "action_relation_loss": 0.002114909142255783, "auxiliary_loss_weight": 1.0, "epoch": 15.481758652946679, "flow_matching_loss": 0.028729626350104807, "grad_norm": 0.09795338660478592, "learning_rate": 4.560194994297054e-05, "loss": 0.031, "relation_loss": 0.0022630168357864024, "selected_pairs": 27369.5, "state_query_norm": 42.748033142089845, "state_relation_loss": 0.00014810768625466152, "step": 16550, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0022630168357864024, "weighted_relation_loss": 0.0022630168357864024 }, { "action_query_norm": 40.92398109436035, "action_relation_loss": 0.0018881146446801723, "auxiliary_loss_weight": 1.0, "epoch": 15.4911131898971, "flow_matching_loss": 0.02543699350208044, "grad_norm": 0.10043177753686905, "learning_rate": 4.554705059827974e-05, "loss": 0.0275, "relation_loss": 0.0020324908080510797, "selected_pairs": 26457.3, "state_query_norm": 42.755423355102536, "state_relation_loss": 0.0001443761619157158, "step": 16560, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0020324908080510797, "weighted_relation_loss": 0.0020324908080510797 }, { "action_query_norm": 40.86375274658203, "action_relation_loss": 0.0021024051355198027, "auxiliary_loss_weight": 1.0, "epoch": 15.500467726847521, "flow_matching_loss": 0.028177638165652753, "grad_norm": 0.10333403199911118, "learning_rate": 4.5492156664342365e-05, "loss": 0.0304, "relation_loss": 0.0022502023144625126, "selected_pairs": 26831.7, "state_query_norm": 42.73203048706055, "state_relation_loss": 0.00014779714401811362, "step": 16570, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0022502023144625126, "weighted_relation_loss": 0.0022502023144625126 }, { "action_query_norm": 40.86713409423828, "action_relation_loss": 0.002209953358396888, "auxiliary_loss_weight": 1.0, "epoch": 15.509822263797941, "flow_matching_loss": 0.027792132645845413, "grad_norm": 0.1302383691072464, "learning_rate": 4.5437268207859695e-05, "loss": 0.0301, "relation_loss": 0.002353336662054062, "selected_pairs": 26573.1, "state_query_norm": 42.73824234008789, "state_relation_loss": 0.00014338334294734524, "step": 16580, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.002353336662054062, "weighted_relation_loss": 0.002353336662054062 }, { "action_query_norm": 40.87396354675293, "action_relation_loss": 0.0020914522116072475, "auxiliary_loss_weight": 1.0, "epoch": 15.519176800748363, "flow_matching_loss": 0.027846642024815082, "grad_norm": 0.15905499458312988, "learning_rate": 4.538238529552641e-05, "loss": 0.0301, "relation_loss": 0.002235789503902197, "selected_pairs": 27269.3, "state_query_norm": 42.743110275268556, "state_relation_loss": 0.00014433727774303405, "step": 16590, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.002235789503902197, "weighted_relation_loss": 0.002235789503902197 }, { "action_query_norm": 40.93153190612793, "action_relation_loss": 0.0020020728348754346, "auxiliary_loss_weight": 1.0, "epoch": 15.528531337698784, "flow_matching_loss": 0.02709035240113735, "grad_norm": 0.09908812493085861, "learning_rate": 4.5327507994030394e-05, "loss": 0.0292, "relation_loss": 0.0021486095618456604, "selected_pairs": 27010.5, "state_query_norm": 42.73758430480957, "state_relation_loss": 0.00014653675025328995, "step": 16600, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0021486095618456604, "weighted_relation_loss": 0.0021486095618456604 }, { "action_query_norm": 40.94937438964844, "action_relation_loss": 0.002015581191517413, "auxiliary_loss_weight": 1.0, "epoch": 15.537885874649206, "flow_matching_loss": 0.02673769071698189, "grad_norm": 0.10269197821617126, "learning_rate": 4.527263637005273e-05, "loss": 0.0289, "relation_loss": 0.0021597771905362607, "selected_pairs": 26805.8, "state_query_norm": 42.732795333862306, "state_relation_loss": 0.0001441959808289539, "step": 16610, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0021597771905362607, "weighted_relation_loss": 0.0021597771905362607 }, { "action_query_norm": 40.89741134643555, "action_relation_loss": 0.0020387296099215746, "auxiliary_loss_weight": 1.0, "epoch": 15.547240411599626, "flow_matching_loss": 0.02672426085919142, "grad_norm": 0.12643785774707794, "learning_rate": 4.521777049026766e-05, "loss": 0.0289, "relation_loss": 0.002189595066010952, "selected_pairs": 26711.9, "state_query_norm": 42.73913078308105, "state_relation_loss": 0.000150865493924357, "step": 16620, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.002189595066010952, "weighted_relation_loss": 0.002189595066010952 }, { "action_query_norm": 40.9090072631836, "action_relation_loss": 0.0020084494026377797, "auxiliary_loss_weight": 1.0, "epoch": 15.556594948550046, "flow_matching_loss": 0.026509815454483034, "grad_norm": 0.11097966879606247, "learning_rate": 4.5162910421342386e-05, "loss": 0.0287, "relation_loss": 0.002153423149138689, "selected_pairs": 26051.0, "state_query_norm": 42.748233795166016, "state_relation_loss": 0.00014497376250801607, "step": 16630, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.002153423149138689, "weighted_relation_loss": 0.002153423149138689 }, { "action_query_norm": 40.90680160522461, "action_relation_loss": 0.001928658550605178, "auxiliary_loss_weight": 1.0, "epoch": 15.565949485500468, "flow_matching_loss": 0.027159360609948634, "grad_norm": 0.12776023149490356, "learning_rate": 4.510805622993706e-05, "loss": 0.0292, "relation_loss": 0.0020754562690854074, "selected_pairs": 26943.8, "state_query_norm": 42.74134750366211, "state_relation_loss": 0.00014679769810754806, "step": 16640, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0020754562690854074, "weighted_relation_loss": 0.0020754562690854074 }, { "action_query_norm": 40.865330123901366, "action_relation_loss": 0.0019905786029994488, "auxiliary_loss_weight": 1.0, "epoch": 15.575304022450888, "flow_matching_loss": 0.028309167921543123, "grad_norm": 0.15407879650592804, "learning_rate": 4.505320798270467e-05, "loss": 0.0304, "relation_loss": 0.0021404770785011353, "selected_pairs": 26361.5, "state_query_norm": 42.727870559692384, "state_relation_loss": 0.00014989846240496263, "step": 16650, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0021404770785011353, "weighted_relation_loss": 0.0021404770785011353 }, { "action_query_norm": 40.863609313964844, "action_relation_loss": 0.0019800745183601977, "auxiliary_loss_weight": 1.0, "epoch": 15.58465855940131, "flow_matching_loss": 0.026500475220382215, "grad_norm": 0.08658173680305481, "learning_rate": 4.499836574629105e-05, "loss": 0.0286, "relation_loss": 0.0021196539863012733, "selected_pairs": 27128.7, "state_query_norm": 42.73131484985352, "state_relation_loss": 0.00013957947376184166, "step": 16660, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0021196539863012733, "weighted_relation_loss": 0.0021196539863012733 }, { "action_query_norm": 40.88425750732422, "action_relation_loss": 0.0020225887536071243, "auxiliary_loss_weight": 1.0, "epoch": 15.59401309635173, "flow_matching_loss": 0.027551488019526005, "grad_norm": 0.13865329325199127, "learning_rate": 4.494352958733465e-05, "loss": 0.0297, "relation_loss": 0.0021634416654706, "selected_pairs": 27134.4, "state_query_norm": 42.72283592224121, "state_relation_loss": 0.00014085291550145485, "step": 16670, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0021634416654706, "weighted_relation_loss": 0.0021634416654706 }, { "action_query_norm": 40.85566635131836, "action_relation_loss": 0.0019913715543225406, "auxiliary_loss_weight": 1.0, "epoch": 15.603367633302152, "flow_matching_loss": 0.028105448000133038, "grad_norm": 0.08544439822435379, "learning_rate": 4.488869957246663e-05, "loss": 0.0302, "relation_loss": 0.002132419089321047, "selected_pairs": 26765.7, "state_query_norm": 42.72420082092285, "state_relation_loss": 0.00014104758884059265, "step": 16680, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.002132419089321047, "weighted_relation_loss": 0.002132419089321047 }, { "action_query_norm": 40.83726005554199, "action_relation_loss": 0.0019605086650699376, "auxiliary_loss_weight": 1.0, "epoch": 15.612722170252573, "flow_matching_loss": 0.02588987462222576, "grad_norm": 0.11647754907608032, "learning_rate": 4.4833875768310575e-05, "loss": 0.028, "relation_loss": 0.0020936294691637158, "selected_pairs": 26068.2, "state_query_norm": 42.74477767944336, "state_relation_loss": 0.00013312081573531033, "step": 16690, "valid_action_samples": 228.8, "weighted_auxiliary_loss": 0.0020936294691637158, "weighted_relation_loss": 0.0020936294691637158 }, { "action_query_norm": 40.85797882080078, "action_relation_loss": 0.002056120289489627, "auxiliary_loss_weight": 1.0, "epoch": 15.622076707202993, "flow_matching_loss": 0.026977119408547877, "grad_norm": 0.13411056995391846, "learning_rate": 4.47790582414826e-05, "loss": 0.0292, "relation_loss": 0.00219878819771111, "selected_pairs": 26926.0, "state_query_norm": 42.726244354248045, "state_relation_loss": 0.00014266788857639768, "step": 16700, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.00219878819771111, "weighted_relation_loss": 0.00219878819771111 }, { "action_query_norm": 40.88660354614258, "action_relation_loss": 0.001966200605966151, "auxiliary_loss_weight": 1.0, "epoch": 15.631431244153415, "flow_matching_loss": 0.02755787707865238, "grad_norm": 0.10058201849460602, "learning_rate": 4.472424705859114e-05, "loss": 0.0297, "relation_loss": 0.00211827103048563, "selected_pairs": 27500.1, "state_query_norm": 42.72389602661133, "state_relation_loss": 0.00015207038377411662, "step": 16710, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.00211827103048563, "weighted_relation_loss": 0.00211827103048563 }, { "action_query_norm": 40.85154800415039, "action_relation_loss": 0.002034054754767567, "auxiliary_loss_weight": 1.0, "epoch": 15.640785781103835, "flow_matching_loss": 0.02792899440973997, "grad_norm": 0.10692952573299408, "learning_rate": 4.466944228623701e-05, "loss": 0.0301, "relation_loss": 0.0021699097473174334, "selected_pairs": 26386.0, "state_query_norm": 42.72663803100586, "state_relation_loss": 0.00013585505512310193, "step": 16720, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0021699097473174334, "weighted_relation_loss": 0.0021699097473174334 }, { "action_query_norm": 40.87112693786621, "action_relation_loss": 0.0018797199125401675, "auxiliary_loss_weight": 1.0, "epoch": 15.650140318054257, "flow_matching_loss": 0.02700063996016979, "grad_norm": 0.12229272723197937, "learning_rate": 4.461464399101312e-05, "loss": 0.029, "relation_loss": 0.0020268909749574958, "selected_pairs": 26295.9, "state_query_norm": 42.7281436920166, "state_relation_loss": 0.00014717104641022162, "step": 16730, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0020268909749574958, "weighted_relation_loss": 0.0020268909749574958 }, { "action_query_norm": 40.82900733947754, "action_relation_loss": 0.002111967117525637, "auxiliary_loss_weight": 1.0, "epoch": 15.659494855004677, "flow_matching_loss": 0.028782302513718605, "grad_norm": 0.12587705254554749, "learning_rate": 4.45598522395046e-05, "loss": 0.031, "relation_loss": 0.0022647979203611612, "selected_pairs": 27226.0, "state_query_norm": 42.72362060546875, "state_relation_loss": 0.0001528308028355241, "step": 16740, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0022647979203611612, "weighted_relation_loss": 0.0022647979203611612 }, { "action_query_norm": 40.80218315124512, "action_relation_loss": 0.0019331928226165474, "auxiliary_loss_weight": 1.0, "epoch": 15.668849391955098, "flow_matching_loss": 0.02860191334038973, "grad_norm": 0.10381591320037842, "learning_rate": 4.4505067098288577e-05, "loss": 0.0307, "relation_loss": 0.002080924203619361, "selected_pairs": 26974.2, "state_query_norm": 42.71801567077637, "state_relation_loss": 0.00014773138536838815, "step": 16750, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.002080924203619361, "weighted_relation_loss": 0.002080924203619361 }, { "action_query_norm": 40.80883941650391, "action_relation_loss": 0.0019416814669966699, "auxiliary_loss_weight": 1.0, "epoch": 15.67820392890552, "flow_matching_loss": 0.027655894681811333, "grad_norm": 0.12024302035570145, "learning_rate": 4.445028863393417e-05, "loss": 0.0297, "relation_loss": 0.002088646753691137, "selected_pairs": 26320.4, "state_query_norm": 42.72703094482422, "state_relation_loss": 0.0001469652823288925, "step": 16760, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.002088646753691137, "weighted_relation_loss": 0.002088646753691137 }, { "action_query_norm": 40.81868896484375, "action_relation_loss": 0.002123763260897249, "auxiliary_loss_weight": 1.0, "epoch": 15.68755846585594, "flow_matching_loss": 0.02586027290672064, "grad_norm": 0.09553369879722595, "learning_rate": 4.439551691300236e-05, "loss": 0.0281, "relation_loss": 0.0022688849130645394, "selected_pairs": 26663.1, "state_query_norm": 42.71280784606934, "state_relation_loss": 0.00014512164052575826, "step": 16770, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0022688849130645394, "weighted_relation_loss": 0.0022688849130645394 }, { "action_query_norm": 40.8027587890625, "action_relation_loss": 0.002103013650048524, "auxiliary_loss_weight": 1.0, "epoch": 15.696913002806362, "flow_matching_loss": 0.025743403658270835, "grad_norm": 0.0962323546409607, "learning_rate": 4.434075200204599e-05, "loss": 0.028, "relation_loss": 0.002255876688286662, "selected_pairs": 27221.9, "state_query_norm": 42.706369400024414, "state_relation_loss": 0.0001528630527900532, "step": 16780, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.002255876688286662, "weighted_relation_loss": 0.002255876688286662 }, { "action_query_norm": 40.869148635864256, "action_relation_loss": 0.00185506462585181, "auxiliary_loss_weight": 1.0, "epoch": 15.706267539756782, "flow_matching_loss": 0.026207008771598338, "grad_norm": 0.09761800616979599, "learning_rate": 4.428599396760956e-05, "loss": 0.0282, "relation_loss": 0.0020019079674966633, "selected_pairs": 26919.6, "state_query_norm": 42.708264923095705, "state_relation_loss": 0.00014684332709293812, "step": 16790, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0020019079674966633, "weighted_relation_loss": 0.0020019079674966633 }, { "action_query_norm": 40.87564315795898, "action_relation_loss": 0.0019782527000643314, "auxiliary_loss_weight": 1.0, "epoch": 15.715622076707202, "flow_matching_loss": 0.027886082231998444, "grad_norm": 0.10115855187177658, "learning_rate": 4.423124287622926e-05, "loss": 0.03, "relation_loss": 0.002125299780163914, "selected_pairs": 26828.6, "state_query_norm": 42.71410293579102, "state_relation_loss": 0.00014704705754411406, "step": 16800, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.002125299780163914, "weighted_relation_loss": 0.002125299780163914 }, { "action_query_norm": 40.86308135986328, "action_relation_loss": 0.00193051794776693, "auxiliary_loss_weight": 1.0, "epoch": 15.724976613657624, "flow_matching_loss": 0.02766245845705271, "grad_norm": 0.13403691351413727, "learning_rate": 4.417649879443282e-05, "loss": 0.0297, "relation_loss": 0.0020659680827520787, "selected_pairs": 27083.9, "state_query_norm": 42.71773262023926, "state_relation_loss": 0.00013545012916438282, "step": 16810, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0020659680827520787, "weighted_relation_loss": 0.0020659680827520787 }, { "action_query_norm": 40.82848587036133, "action_relation_loss": 0.001971466024406254, "auxiliary_loss_weight": 1.0, "epoch": 15.734331150608044, "flow_matching_loss": 0.026952263712882996, "grad_norm": 0.09087168425321579, "learning_rate": 4.4121761788739444e-05, "loss": 0.0291, "relation_loss": 0.0021209866739809514, "selected_pairs": 26829.6, "state_query_norm": 42.696458435058595, "state_relation_loss": 0.00014952064375393093, "step": 16820, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0021209866739809514, "weighted_relation_loss": 0.0021209866739809514 }, { "action_query_norm": 40.80686378479004, "action_relation_loss": 0.001936901663430035, "auxiliary_loss_weight": 1.0, "epoch": 15.743685687558466, "flow_matching_loss": 0.027156095206737518, "grad_norm": 0.10468840599060059, "learning_rate": 4.4067031925659805e-05, "loss": 0.0292, "relation_loss": 0.002074716705828905, "selected_pairs": 27243.5, "state_query_norm": 42.69953918457031, "state_relation_loss": 0.00013781502057099714, "step": 16830, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.002074716705828905, "weighted_relation_loss": 0.002074716705828905 }, { "action_query_norm": 40.82547492980957, "action_relation_loss": 0.0020832615555264056, "auxiliary_loss_weight": 1.0, "epoch": 15.753040224508887, "flow_matching_loss": 0.02609914857894182, "grad_norm": 0.10428952425718307, "learning_rate": 4.4012309271695816e-05, "loss": 0.0283, "relation_loss": 0.0022237035213038326, "selected_pairs": 27393.9, "state_query_norm": 42.70392189025879, "state_relation_loss": 0.00014044198833289555, "step": 16840, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0022237035213038326, "weighted_relation_loss": 0.0022237035213038326 }, { "action_query_norm": 40.83094673156738, "action_relation_loss": 0.0018806345295161008, "auxiliary_loss_weight": 1.0, "epoch": 15.762394761459309, "flow_matching_loss": 0.026164165884256362, "grad_norm": 0.1066536009311676, "learning_rate": 4.395759389334067e-05, "loss": 0.0282, "relation_loss": 0.0020199096063151954, "selected_pairs": 27478.0, "state_query_norm": 42.70562171936035, "state_relation_loss": 0.00013927508916822262, "step": 16850, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0020199096063151954, "weighted_relation_loss": 0.0020199096063151954 }, { "action_query_norm": 40.86631813049316, "action_relation_loss": 0.0019511039485223592, "auxiliary_loss_weight": 1.0, "epoch": 15.771749298409729, "flow_matching_loss": 0.025453356467187403, "grad_norm": 0.09991640597581863, "learning_rate": 4.3902885857078685e-05, "loss": 0.0275, "relation_loss": 0.002095183136407286, "selected_pairs": 27087.4, "state_query_norm": 42.69884490966797, "state_relation_loss": 0.00014407921262318268, "step": 16860, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.002095183136407286, "weighted_relation_loss": 0.002095183136407286 }, { "action_query_norm": 40.83555183410645, "action_relation_loss": 0.001927066594362259, "auxiliary_loss_weight": 1.0, "epoch": 15.781103835360149, "flow_matching_loss": 0.02643111739307642, "grad_norm": 0.11082499474287033, "learning_rate": 4.384818522938531e-05, "loss": 0.0285, "relation_loss": 0.0020687269396148624, "selected_pairs": 26917.1, "state_query_norm": 42.70012283325195, "state_relation_loss": 0.000141660327790305, "step": 16870, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0020687269396148624, "weighted_relation_loss": 0.0020687269396148624 }, { "action_query_norm": 40.83154563903808, "action_relation_loss": 0.0019679683027788997, "auxiliary_loss_weight": 1.0, "epoch": 15.790458372310571, "flow_matching_loss": 0.02831730879843235, "grad_norm": 0.11867258697748184, "learning_rate": 4.379349207672695e-05, "loss": 0.0304, "relation_loss": 0.0021066790097393094, "selected_pairs": 27385.7, "state_query_norm": 42.702477264404294, "state_relation_loss": 0.00013871071132598445, "step": 16880, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0021066790097393094, "weighted_relation_loss": 0.0021066790097393094 }, { "action_query_norm": 40.801293563842776, "action_relation_loss": 0.0019283370696939529, "auxiliary_loss_weight": 1.0, "epoch": 15.799812909260991, "flow_matching_loss": 0.02673528026789427, "grad_norm": 0.12252090871334076, "learning_rate": 4.373880646556098e-05, "loss": 0.0288, "relation_loss": 0.0020611398154869675, "selected_pairs": 27061.1, "state_query_norm": 42.69198837280273, "state_relation_loss": 0.00013280275888973846, "step": 16890, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0020611398154869675, "weighted_relation_loss": 0.0020611398154869675 }, { "action_query_norm": 40.82889404296875, "action_relation_loss": 0.0019743890734389424, "auxiliary_loss_weight": 1.0, "epoch": 15.809167446211413, "flow_matching_loss": 0.026926122047007083, "grad_norm": 0.12081946432590485, "learning_rate": 4.3684128462335533e-05, "loss": 0.029, "relation_loss": 0.002117121999617666, "selected_pairs": 26692.7, "state_query_norm": 42.70530891418457, "state_relation_loss": 0.00014273292035795748, "step": 16900, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.002117121999617666, "weighted_relation_loss": 0.002117121999617666 }, { "action_query_norm": 40.86318855285644, "action_relation_loss": 0.0018641909351572394, "auxiliary_loss_weight": 1.0, "epoch": 15.818521983161833, "flow_matching_loss": 0.02565052080899477, "grad_norm": 0.09754162281751633, "learning_rate": 4.362945813348955e-05, "loss": 0.0277, "relation_loss": 0.002005358482711017, "selected_pairs": 26625.6, "state_query_norm": 42.71294174194336, "state_relation_loss": 0.00014116751844994724, "step": 16910, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.002005358482711017, "weighted_relation_loss": 0.002005358482711017 }, { "action_query_norm": 40.80831642150879, "action_relation_loss": 0.001924784085713327, "auxiliary_loss_weight": 1.0, "epoch": 15.827876520112255, "flow_matching_loss": 0.027241169288754464, "grad_norm": 0.13926224410533905, "learning_rate": 4.357479554545262e-05, "loss": 0.0293, "relation_loss": 0.002070630295202136, "selected_pairs": 27200.8, "state_query_norm": 42.689219284057614, "state_relation_loss": 0.00014584618184017019, "step": 16920, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.002070630295202136, "weighted_relation_loss": 0.002070630295202136 }, { "action_query_norm": 40.77109146118164, "action_relation_loss": 0.0019116719835437835, "auxiliary_loss_weight": 1.0, "epoch": 15.837231057062676, "flow_matching_loss": 0.026392952911555766, "grad_norm": 0.11075583100318909, "learning_rate": 4.352014076464499e-05, "loss": 0.0284, "relation_loss": 0.0020421785302460194, "selected_pairs": 26894.3, "state_query_norm": 42.69969215393066, "state_relation_loss": 0.00013050655470578932, "step": 16930, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0020421785302460194, "weighted_relation_loss": 0.0020421785302460194 }, { "action_query_norm": 40.871009826660156, "action_relation_loss": 0.0019570098142139614, "auxiliary_loss_weight": 1.0, "epoch": 15.846585594013096, "flow_matching_loss": 0.02698018979281187, "grad_norm": 0.12356553971767426, "learning_rate": 4.346549385747734e-05, "loss": 0.0291, "relation_loss": 0.0021005662740208207, "selected_pairs": 27008.5, "state_query_norm": 42.686360931396486, "state_relation_loss": 0.0001435564467101358, "step": 16940, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0021005662740208207, "weighted_relation_loss": 0.0021005662740208207 }, { "action_query_norm": 40.803130340576175, "action_relation_loss": 0.0018239295342937112, "auxiliary_loss_weight": 1.0, "epoch": 15.855940130963518, "flow_matching_loss": 0.027622847631573678, "grad_norm": 0.11117660254240036, "learning_rate": 4.34108548903508e-05, "loss": 0.0296, "relation_loss": 0.00196213168092072, "selected_pairs": 27034.0, "state_query_norm": 42.69294624328613, "state_relation_loss": 0.00013820213716826403, "step": 16950, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.00196213168092072, "weighted_relation_loss": 0.00196213168092072 }, { "action_query_norm": 40.79911231994629, "action_relation_loss": 0.0018835463444702328, "auxiliary_loss_weight": 1.0, "epoch": 15.865294667913938, "flow_matching_loss": 0.026761292293667794, "grad_norm": 0.14553631842136383, "learning_rate": 4.335622392965689e-05, "loss": 0.0288, "relation_loss": 0.0020164627465419473, "selected_pairs": 26692.1, "state_query_norm": 42.68783721923828, "state_relation_loss": 0.0001329164137132466, "step": 16960, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0020164627465419473, "weighted_relation_loss": 0.0020164627465419473 }, { "action_query_norm": 40.79980812072754, "action_relation_loss": 0.0018913926673121751, "auxiliary_loss_weight": 1.0, "epoch": 15.87464920486436, "flow_matching_loss": 0.02776844222098589, "grad_norm": 0.10574588924646378, "learning_rate": 4.330160104177738e-05, "loss": 0.0298, "relation_loss": 0.0020286589744500814, "selected_pairs": 27527.9, "state_query_norm": 42.69362525939941, "state_relation_loss": 0.0001372663042275235, "step": 16970, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.0020286589744500814, "weighted_relation_loss": 0.0020286589744500814 }, { "action_query_norm": 40.78924789428711, "action_relation_loss": 0.0020060930750332774, "auxiliary_loss_weight": 1.0, "epoch": 15.88400374181478, "flow_matching_loss": 0.025868116319179534, "grad_norm": 0.09435927867889404, "learning_rate": 4.32469862930842e-05, "loss": 0.028, "relation_loss": 0.002141034952364862, "selected_pairs": 26807.5, "state_query_norm": 42.695912551879886, "state_relation_loss": 0.00013494187587639316, "step": 16980, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.002141034952364862, "weighted_relation_loss": 0.002141034952364862 }, { "action_query_norm": 40.77744560241699, "action_relation_loss": 0.001964309997856617, "auxiliary_loss_weight": 1.0, "epoch": 15.8933582787652, "flow_matching_loss": 0.028285220079123975, "grad_norm": 0.11479820311069489, "learning_rate": 4.319237974993946e-05, "loss": 0.0304, "relation_loss": 0.002099845535121858, "selected_pairs": 27216.5, "state_query_norm": 42.68127975463867, "state_relation_loss": 0.00013553555036196485, "step": 16990, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.002099845535121858, "weighted_relation_loss": 0.002099845535121858 }, { "action_query_norm": 40.74194488525391, "action_relation_loss": 0.0018555202637799083, "auxiliary_loss_weight": 1.0, "epoch": 15.902712815715622, "flow_matching_loss": 0.0276576803997159, "grad_norm": 0.12343906611204147, "learning_rate": 4.3137781478695236e-05, "loss": 0.0296, "relation_loss": 0.0019857609760947524, "selected_pairs": 26617.3, "state_query_norm": 42.68232421875, "state_relation_loss": 0.00013024067375226877, "step": 17000, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0019857609760947524, "weighted_relation_loss": 0.0019857609760947524 }, { "action_query_norm": 40.75917625427246, "action_relation_loss": 0.0018783038016408683, "auxiliary_loss_weight": 1.0, "epoch": 15.912067352666043, "flow_matching_loss": 0.02806731462478638, "grad_norm": 0.10726005584001541, "learning_rate": 4.308319154569358e-05, "loss": 0.0301, "relation_loss": 0.0020148826646618546, "selected_pairs": 26991.5, "state_query_norm": 42.69268684387207, "state_relation_loss": 0.0001365788404655177, "step": 17010, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0020148826646618546, "weighted_relation_loss": 0.0020148826646618546 }, { "action_query_norm": 40.762451171875, "action_relation_loss": 0.0019571786164306105, "auxiliary_loss_weight": 1.0, "epoch": 15.921421889616465, "flow_matching_loss": 0.02595021054148674, "grad_norm": 0.08095492422580719, "learning_rate": 4.302861001726641e-05, "loss": 0.028, "relation_loss": 0.00209515307797119, "selected_pairs": 27675.7, "state_query_norm": 42.676553344726564, "state_relation_loss": 0.00013797447245451623, "step": 17020, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.00209515307797119, "weighted_relation_loss": 0.00209515307797119 }, { "action_query_norm": 40.7734489440918, "action_relation_loss": 0.0018807410029694437, "auxiliary_loss_weight": 1.0, "epoch": 15.930776426566885, "flow_matching_loss": 0.026971714198589326, "grad_norm": 0.0923846885561943, "learning_rate": 4.2974036959735415e-05, "loss": 0.029, "relation_loss": 0.0020253762137144803, "selected_pairs": 27014.2, "state_query_norm": 42.66766700744629, "state_relation_loss": 0.00014463518600678072, "step": 17030, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0020253762137144803, "weighted_relation_loss": 0.0020253762137144803 }, { "action_query_norm": 40.7999885559082, "action_relation_loss": 0.0019436059053987264, "auxiliary_loss_weight": 1.0, "epoch": 15.940130963517305, "flow_matching_loss": 0.02774844504892826, "grad_norm": 0.10907593369483948, "learning_rate": 4.2919472439412034e-05, "loss": 0.0298, "relation_loss": 0.0020756083657033743, "selected_pairs": 26272.7, "state_query_norm": 42.677529907226564, "state_relation_loss": 0.00013200244793551975, "step": 17040, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0020756083657033743, "weighted_relation_loss": 0.0020756083657033743 }, { "action_query_norm": 40.75759773254394, "action_relation_loss": 0.0020506847533397375, "auxiliary_loss_weight": 1.0, "epoch": 15.949485500467727, "flow_matching_loss": 0.025539403408765794, "grad_norm": 0.11229484528303146, "learning_rate": 4.286491652259729e-05, "loss": 0.0277, "relation_loss": 0.002189264795742929, "selected_pairs": 26462.8, "state_query_norm": 42.65746879577637, "state_relation_loss": 0.00013858004822395742, "step": 17050, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.002189264795742929, "weighted_relation_loss": 0.002189264795742929 }, { "action_query_norm": 40.8019603729248, "action_relation_loss": 0.001879702229052782, "auxiliary_loss_weight": 1.0, "epoch": 15.958840037418147, "flow_matching_loss": 0.029412411153316498, "grad_norm": 0.1142219603061676, "learning_rate": 4.281036927558178e-05, "loss": 0.0314, "relation_loss": 0.002016670792363584, "selected_pairs": 27129.1, "state_query_norm": 42.67545433044434, "state_relation_loss": 0.00013696854439331218, "step": 17060, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.002016670792363584, "weighted_relation_loss": 0.002016670792363584 }, { "action_query_norm": 40.82140121459961, "action_relation_loss": 0.0019358330289833247, "auxiliary_loss_weight": 1.0, "epoch": 15.96819457436857, "flow_matching_loss": 0.027278580516576768, "grad_norm": 0.1490449756383896, "learning_rate": 4.275583076464552e-05, "loss": 0.0294, "relation_loss": 0.002073230256792158, "selected_pairs": 26433.5, "state_query_norm": 42.677778244018555, "state_relation_loss": 0.00013739722926402463, "step": 17070, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.002073230256792158, "weighted_relation_loss": 0.002073230256792158 }, { "action_query_norm": 40.821974182128905, "action_relation_loss": 0.0018426778842695057, "auxiliary_loss_weight": 1.0, "epoch": 15.97754911131899, "flow_matching_loss": 0.026571835204958916, "grad_norm": 0.10636678338050842, "learning_rate": 4.270130105605794e-05, "loss": 0.0286, "relation_loss": 0.0019798541208729146, "selected_pairs": 26940.6, "state_query_norm": 42.66800994873047, "state_relation_loss": 0.000137176218413515, "step": 17080, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0019798541208729146, "weighted_relation_loss": 0.0019798541208729146 }, { "action_query_norm": 40.78549499511719, "action_relation_loss": 0.001953652105294168, "auxiliary_loss_weight": 1.0, "epoch": 15.986903648269411, "flow_matching_loss": 0.02711614891886711, "grad_norm": 0.13402383029460907, "learning_rate": 4.264678021607782e-05, "loss": 0.0292, "relation_loss": 0.002088268497027457, "selected_pairs": 26878.4, "state_query_norm": 42.66143646240234, "state_relation_loss": 0.00013461639173328876, "step": 17090, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.002088268497027457, "weighted_relation_loss": 0.002088268497027457 }, { "action_query_norm": 40.79930305480957, "action_relation_loss": 0.0019526016898453236, "auxiliary_loss_weight": 1.0, "epoch": 15.996258185219832, "flow_matching_loss": 0.02750228624790907, "grad_norm": 0.09519395977258682, "learning_rate": 4.25922683109531e-05, "loss": 0.0296, "relation_loss": 0.002087301702704281, "selected_pairs": 26776.8, "state_query_norm": 42.656842422485354, "state_relation_loss": 0.00013470000267261638, "step": 17100, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.002087301702704281, "weighted_relation_loss": 0.002087301702704281 }, { "action_query_norm": 40.81581573486328, "action_relation_loss": 0.00180713803274557, "auxiliary_loss_weight": 1.0, "epoch": 16.00561272217025, "flow_matching_loss": 0.025903908535838127, "grad_norm": 0.11093860864639282, "learning_rate": 4.25377654069209e-05, "loss": 0.0278, "relation_loss": 0.0019440531497821212, "selected_pairs": 24332.7, "state_query_norm": 42.6701602935791, "state_relation_loss": 0.00013691509811906145, "step": 17110, "valid_action_samples": 214.4, "weighted_auxiliary_loss": 0.0019440531497821212, "weighted_relation_loss": 0.0019440531497821212 }, { "action_query_norm": 40.74397659301758, "action_relation_loss": 0.0018916376866400242, "auxiliary_loss_weight": 1.0, "epoch": 16.014967259120674, "flow_matching_loss": 0.028847026452422143, "grad_norm": 0.1277337670326233, "learning_rate": 4.248327157020737e-05, "loss": 0.0309, "relation_loss": 0.0020220509613864124, "selected_pairs": 26858.2, "state_query_norm": 42.66154594421387, "state_relation_loss": 0.000130413293663878, "step": 17120, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0020220509613864124, "weighted_relation_loss": 0.0020220509613864124 }, { "action_query_norm": 40.76003875732422, "action_relation_loss": 0.0018554432666860522, "auxiliary_loss_weight": 1.0, "epoch": 16.024321796071096, "flow_matching_loss": 0.02514024768024683, "grad_norm": 0.10158047080039978, "learning_rate": 4.242878686702763e-05, "loss": 0.0271, "relation_loss": 0.0019923710613511504, "selected_pairs": 27454.4, "state_query_norm": 42.65883293151855, "state_relation_loss": 0.00013692780121346004, "step": 17130, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0019923710613511504, "weighted_relation_loss": 0.0019923710613511504 }, { "action_query_norm": 40.7587947845459, "action_relation_loss": 0.0017801601206883788, "auxiliary_loss_weight": 1.0, "epoch": 16.033676333021514, "flow_matching_loss": 0.024792742542922498, "grad_norm": 0.0847906693816185, "learning_rate": 4.23743113635858e-05, "loss": 0.0267, "relation_loss": 0.001915646460838616, "selected_pairs": 26645.1, "state_query_norm": 42.66081085205078, "state_relation_loss": 0.0001354863736196421, "step": 17140, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.001915646460838616, "weighted_relation_loss": 0.001915646460838616 }, { "action_query_norm": 40.77411155700683, "action_relation_loss": 0.0018399150343611837, "auxiliary_loss_weight": 1.0, "epoch": 16.043030869971936, "flow_matching_loss": 0.026108612678945063, "grad_norm": 0.09550037980079651, "learning_rate": 4.2319845126074705e-05, "loss": 0.0281, "relation_loss": 0.0019703777972608803, "selected_pairs": 26788.6, "state_query_norm": 42.6715648651123, "state_relation_loss": 0.00013046280218986794, "step": 17150, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0019703777972608803, "weighted_relation_loss": 0.0019703777972608803 }, { "action_query_norm": 40.807373046875, "action_relation_loss": 0.0017737766378559173, "auxiliary_loss_weight": 1.0, "epoch": 16.052385406922358, "flow_matching_loss": 0.024669346772134303, "grad_norm": 0.10267515480518341, "learning_rate": 4.226538822067598e-05, "loss": 0.0266, "relation_loss": 0.0019035270204767584, "selected_pairs": 26862.8, "state_query_norm": 42.679541397094724, "state_relation_loss": 0.00012975037097930908, "step": 17160, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0019035270204767584, "weighted_relation_loss": 0.0019035270204767584 }, { "action_query_norm": 40.76453170776367, "action_relation_loss": 0.0019198071211576461, "auxiliary_loss_weight": 1.0, "epoch": 16.061739943872777, "flow_matching_loss": 0.026700873486697675, "grad_norm": 0.13906538486480713, "learning_rate": 4.2210940713559896e-05, "loss": 0.0288, "relation_loss": 0.0020549864741042255, "selected_pairs": 26880.3, "state_query_norm": 42.64834785461426, "state_relation_loss": 0.00013517936677089892, "step": 17170, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0020549864741042255, "weighted_relation_loss": 0.0020549864741042255 }, { "action_query_norm": 40.75447425842285, "action_relation_loss": 0.0018404596252366901, "auxiliary_loss_weight": 1.0, "epoch": 16.0710944808232, "flow_matching_loss": 0.025627658888697624, "grad_norm": 0.1083664819598198, "learning_rate": 4.21565026708853e-05, "loss": 0.0276, "relation_loss": 0.001972839783411473, "selected_pairs": 26399.7, "state_query_norm": 42.66345291137695, "state_relation_loss": 0.00013238013852969743, "step": 17180, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.001972839783411473, "weighted_relation_loss": 0.001972839783411473 }, { "action_query_norm": 40.7582088470459, "action_relation_loss": 0.0018321292358450592, "auxiliary_loss_weight": 1.0, "epoch": 16.08044901777362, "flow_matching_loss": 0.023634298145771025, "grad_norm": 0.10611126571893692, "learning_rate": 4.2102074158799535e-05, "loss": 0.0256, "relation_loss": 0.001958441885653883, "selected_pairs": 26803.0, "state_query_norm": 42.645639419555664, "state_relation_loss": 0.00012631266436073928, "step": 17190, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001958441885653883, "weighted_relation_loss": 0.001958441885653883 }, { "action_query_norm": 40.72117042541504, "action_relation_loss": 0.0018442760570906102, "auxiliary_loss_weight": 1.0, "epoch": 16.089803554724043, "flow_matching_loss": 0.02575718816369772, "grad_norm": 0.11539370566606522, "learning_rate": 4.204765524343841e-05, "loss": 0.0277, "relation_loss": 0.001969881425611675, "selected_pairs": 26847.7, "state_query_norm": 42.65271110534668, "state_relation_loss": 0.00012560534305521286, "step": 17200, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001969881425611675, "weighted_relation_loss": 0.001969881425611675 }, { "action_query_norm": 40.693914794921874, "action_relation_loss": 0.0018733582459390164, "auxiliary_loss_weight": 1.0, "epoch": 16.09915809167446, "flow_matching_loss": 0.025759087316691874, "grad_norm": 0.11634327471256256, "learning_rate": 4.1993245990926036e-05, "loss": 0.0278, "relation_loss": 0.002000825188588351, "selected_pairs": 26280.7, "state_query_norm": 42.63823547363281, "state_relation_loss": 0.00012746693901135586, "step": 17210, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.002000825188588351, "weighted_relation_loss": 0.002000825188588351 }, { "action_query_norm": 40.70313568115235, "action_relation_loss": 0.0018351545906625689, "auxiliary_loss_weight": 1.0, "epoch": 16.108512628624883, "flow_matching_loss": 0.02668808214366436, "grad_norm": 0.14964066445827484, "learning_rate": 4.193884646737474e-05, "loss": 0.0287, "relation_loss": 0.0019643271691165863, "selected_pairs": 26422.3, "state_query_norm": 42.65370483398438, "state_relation_loss": 0.00012917258427478374, "step": 17220, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0019643271691165863, "weighted_relation_loss": 0.0019643271691165863 }, { "action_query_norm": 40.75181198120117, "action_relation_loss": 0.0018693094374611975, "auxiliary_loss_weight": 1.0, "epoch": 16.117867165575305, "flow_matching_loss": 0.026327809505164623, "grad_norm": 0.10865689814090729, "learning_rate": 4.1884456738885124e-05, "loss": 0.0283, "relation_loss": 0.0019996468676254154, "selected_pairs": 26233.6, "state_query_norm": 42.644618606567384, "state_relation_loss": 0.00013033743307460098, "step": 17230, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.0019996468676254154, "weighted_relation_loss": 0.0019996468676254154 }, { "action_query_norm": 40.781900787353514, "action_relation_loss": 0.0018482917337678372, "auxiliary_loss_weight": 1.0, "epoch": 16.127221702525723, "flow_matching_loss": 0.02636253535747528, "grad_norm": 0.11990481615066528, "learning_rate": 4.1830076871545795e-05, "loss": 0.0283, "relation_loss": 0.0019808238954283296, "selected_pairs": 27080.3, "state_query_norm": 42.63668594360352, "state_relation_loss": 0.00013253217475721611, "step": 17240, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0019808238954283296, "weighted_relation_loss": 0.0019808238954283296 }, { "action_query_norm": 40.77028884887695, "action_relation_loss": 0.0017857235972769559, "auxiliary_loss_weight": 1.0, "epoch": 16.136576239476145, "flow_matching_loss": 0.02683706898242235, "grad_norm": 0.21796171367168427, "learning_rate": 4.177570693143346e-05, "loss": 0.0288, "relation_loss": 0.0019137742929160595, "selected_pairs": 27015.2, "state_query_norm": 42.64758567810058, "state_relation_loss": 0.0001280506890907418, "step": 17250, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0019137742929160595, "weighted_relation_loss": 0.0019137742929160595 }, { "action_query_norm": 40.72089385986328, "action_relation_loss": 0.001920619630254805, "auxiliary_loss_weight": 1.0, "epoch": 16.145930776426567, "flow_matching_loss": 0.027486360259354116, "grad_norm": 0.1219119280576706, "learning_rate": 4.172134698461271e-05, "loss": 0.0295, "relation_loss": 0.0020532395108602943, "selected_pairs": 26547.1, "state_query_norm": 42.62863731384277, "state_relation_loss": 0.0001326198980677873, "step": 17260, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0020532395108602943, "weighted_relation_loss": 0.0020532395108602943 }, { "action_query_norm": 40.72635383605957, "action_relation_loss": 0.0017968177562579513, "auxiliary_loss_weight": 1.0, "epoch": 16.15528531337699, "flow_matching_loss": 0.02502346206456423, "grad_norm": 0.09645617008209229, "learning_rate": 4.166699709713599e-05, "loss": 0.027, "relation_loss": 0.0019367333501577378, "selected_pairs": 27318.2, "state_query_norm": 42.643378829956056, "state_relation_loss": 0.00013991557061672212, "step": 17270, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0019367333501577378, "weighted_relation_loss": 0.0019367333501577378 }, { "action_query_norm": 40.75348091125488, "action_relation_loss": 0.0017818336840718985, "auxiliary_loss_weight": 1.0, "epoch": 16.164639850327408, "flow_matching_loss": 0.02747940644621849, "grad_norm": 0.10310487449169159, "learning_rate": 4.1612657335043555e-05, "loss": 0.0294, "relation_loss": 0.0019180352450348438, "selected_pairs": 26962.5, "state_query_norm": 42.643425369262694, "state_relation_loss": 0.0001362015653285198, "step": 17280, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0019180352450348438, "weighted_relation_loss": 0.0019180352450348438 }, { "action_query_norm": 40.72154197692871, "action_relation_loss": 0.001870677643455565, "auxiliary_loss_weight": 1.0, "epoch": 16.17399438727783, "flow_matching_loss": 0.02669179029762745, "grad_norm": 0.15080223977565765, "learning_rate": 4.155832776436331e-05, "loss": 0.0287, "relation_loss": 0.0019987583742477, "selected_pairs": 26946.3, "state_query_norm": 42.63488235473633, "state_relation_loss": 0.00012808073588530534, "step": 17290, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0019987583742477, "weighted_relation_loss": 0.0019987583742477 }, { "action_query_norm": 40.72788276672363, "action_relation_loss": 0.001870160666294396, "auxiliary_loss_weight": 1.0, "epoch": 16.18334892422825, "flow_matching_loss": 0.027831114083528518, "grad_norm": 0.1376296579837799, "learning_rate": 4.1504008451110845e-05, "loss": 0.0298, "relation_loss": 0.0020051887375302615, "selected_pairs": 26807.3, "state_query_norm": 42.62615776062012, "state_relation_loss": 0.0001350280683254823, "step": 17300, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0020051887375302615, "weighted_relation_loss": 0.0020051887375302615 }, { "action_query_norm": 40.71028060913086, "action_relation_loss": 0.0018267799750901759, "auxiliary_loss_weight": 1.0, "epoch": 16.19270346117867, "flow_matching_loss": 0.028216480277478695, "grad_norm": 0.12052169442176819, "learning_rate": 4.1449699461289225e-05, "loss": 0.0302, "relation_loss": 0.001958580664359033, "selected_pairs": 26669.4, "state_query_norm": 42.6287181854248, "state_relation_loss": 0.00013180069872760215, "step": 17310, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.001958580664359033, "weighted_relation_loss": 0.001958580664359033 }, { "action_query_norm": 40.69994468688965, "action_relation_loss": 0.0017628215835429728, "auxiliary_loss_weight": 1.0, "epoch": 16.202057998129092, "flow_matching_loss": 0.026709019020199776, "grad_norm": 0.09814555943012238, "learning_rate": 4.139540086088901e-05, "loss": 0.0286, "relation_loss": 0.0019029323826543986, "selected_pairs": 26893.1, "state_query_norm": 42.6218620300293, "state_relation_loss": 0.00014011080493219196, "step": 17320, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0019029323826543986, "weighted_relation_loss": 0.0019029323826543986 }, { "action_query_norm": 40.703287506103514, "action_relation_loss": 0.001928376266732812, "auxiliary_loss_weight": 1.0, "epoch": 16.211412535079514, "flow_matching_loss": 0.02690907660871744, "grad_norm": 0.1028454601764679, "learning_rate": 4.1341112715888106e-05, "loss": 0.029, "relation_loss": 0.002063163777347654, "selected_pairs": 26734.6, "state_query_norm": 42.64504776000977, "state_relation_loss": 0.00013478753535309807, "step": 17330, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.002063163777347654, "weighted_relation_loss": 0.002063163777347654 }, { "action_query_norm": 40.68726119995117, "action_relation_loss": 0.0018679700791835786, "auxiliary_loss_weight": 1.0, "epoch": 16.220767072029936, "flow_matching_loss": 0.02458479441702366, "grad_norm": 0.1208045482635498, "learning_rate": 4.128683509225172e-05, "loss": 0.0266, "relation_loss": 0.0020116939558647573, "selected_pairs": 26870.3, "state_query_norm": 42.618842697143556, "state_relation_loss": 0.0001437239014194347, "step": 17340, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0020116939558647573, "weighted_relation_loss": 0.0020116939558647573 }, { "action_query_norm": 40.75039825439453, "action_relation_loss": 0.0017828643671236933, "auxiliary_loss_weight": 1.0, "epoch": 16.230121608980355, "flow_matching_loss": 0.027366535365581514, "grad_norm": 0.12318538874387741, "learning_rate": 4.123256805593231e-05, "loss": 0.0293, "relation_loss": 0.001916245510801673, "selected_pairs": 27598.8, "state_query_norm": 42.62968063354492, "state_relation_loss": 0.0001333811625954695, "step": 17350, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.001916245510801673, "weighted_relation_loss": 0.001916245510801673 }, { "action_query_norm": 40.69527969360352, "action_relation_loss": 0.001844295603223145, "auxiliary_loss_weight": 1.0, "epoch": 16.239476145930777, "flow_matching_loss": 0.026301308907568453, "grad_norm": 0.09335934370756149, "learning_rate": 4.117831167286943e-05, "loss": 0.0283, "relation_loss": 0.0019784923875704407, "selected_pairs": 26575.5, "state_query_norm": 42.6118106842041, "state_relation_loss": 0.00013419675669865683, "step": 17360, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0019784923875704407, "weighted_relation_loss": 0.0019784923875704407 }, { "action_query_norm": 40.72581481933594, "action_relation_loss": 0.0018541515921242536, "auxiliary_loss_weight": 1.0, "epoch": 16.2488306828812, "flow_matching_loss": 0.02733362391591072, "grad_norm": 0.11290934681892395, "learning_rate": 4.1124066008989685e-05, "loss": 0.0293, "relation_loss": 0.0019880752079188824, "selected_pairs": 26571.2, "state_query_norm": 42.61150932312012, "state_relation_loss": 0.0001339236128842458, "step": 17370, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0019880752079188824, "weighted_relation_loss": 0.0019880752079188824 }, { "action_query_norm": 40.7040901184082, "action_relation_loss": 0.0018871884443797172, "auxiliary_loss_weight": 1.0, "epoch": 16.258185219831617, "flow_matching_loss": 0.027030954882502557, "grad_norm": 0.10267995297908783, "learning_rate": 4.106983113020669e-05, "loss": 0.029, "relation_loss": 0.0020168673363514245, "selected_pairs": 27059.1, "state_query_norm": 42.628781127929685, "state_relation_loss": 0.0001296788890613243, "step": 17380, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0020168673363514245, "weighted_relation_loss": 0.0020168673363514245 }, { "action_query_norm": 40.6922191619873, "action_relation_loss": 0.0017938841017894446, "auxiliary_loss_weight": 1.0, "epoch": 16.26753975678204, "flow_matching_loss": 0.025638300739228726, "grad_norm": 0.12029701471328735, "learning_rate": 4.101560710242094e-05, "loss": 0.0276, "relation_loss": 0.0019170225714333355, "selected_pairs": 27393.7, "state_query_norm": 42.620682907104495, "state_relation_loss": 0.0001231384594575502, "step": 17390, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0019170225714333355, "weighted_relation_loss": 0.0019170225714333355 }, { "action_query_norm": 40.68042526245117, "action_relation_loss": 0.0018092570127919317, "auxiliary_loss_weight": 1.0, "epoch": 16.27689429373246, "flow_matching_loss": 0.02785532046109438, "grad_norm": 0.1024281457066536, "learning_rate": 4.096139399151971e-05, "loss": 0.0298, "relation_loss": 0.0019397891242988407, "selected_pairs": 26617.4, "state_query_norm": 42.62798538208008, "state_relation_loss": 0.00013053211296210065, "step": 17400, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0019397891242988407, "weighted_relation_loss": 0.0019397891242988407 }, { "action_query_norm": 40.69242858886719, "action_relation_loss": 0.0017624772735871375, "auxiliary_loss_weight": 1.0, "epoch": 16.28624883068288, "flow_matching_loss": 0.025767639838159086, "grad_norm": 0.0949728786945343, "learning_rate": 4.090719186337709e-05, "loss": 0.0277, "relation_loss": 0.001888103468809277, "selected_pairs": 26439.1, "state_query_norm": 42.6171199798584, "state_relation_loss": 0.00012562616393552162, "step": 17410, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.001888103468809277, "weighted_relation_loss": 0.001888103468809277 }, { "action_query_norm": 40.69801139831543, "action_relation_loss": 0.00182360002072528, "auxiliary_loss_weight": 1.0, "epoch": 16.2956033676333, "flow_matching_loss": 0.02591343428939581, "grad_norm": 0.1097288578748703, "learning_rate": 4.0853000783853746e-05, "loss": 0.0279, "relation_loss": 0.00195313609438017, "selected_pairs": 27312.6, "state_query_norm": 42.61549110412598, "state_relation_loss": 0.00012953607583767734, "step": 17420, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.00195313609438017, "weighted_relation_loss": 0.00195313609438017 }, { "action_query_norm": 40.71030693054199, "action_relation_loss": 0.0018634321400895714, "auxiliary_loss_weight": 1.0, "epoch": 16.304957904583723, "flow_matching_loss": 0.02545769102871418, "grad_norm": 0.15131966769695282, "learning_rate": 4.0798820818796956e-05, "loss": 0.0274, "relation_loss": 0.0019864510861225424, "selected_pairs": 26836.7, "state_query_norm": 42.62717056274414, "state_relation_loss": 0.00012301894748816266, "step": 17430, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0019864510861225424, "weighted_relation_loss": 0.0019864510861225424 }, { "action_query_norm": 40.68474578857422, "action_relation_loss": 0.0018804038991220295, "auxiliary_loss_weight": 1.0, "epoch": 16.314312441534145, "flow_matching_loss": 0.024415168538689615, "grad_norm": 0.10267769545316696, "learning_rate": 4.074465203404048e-05, "loss": 0.0264, "relation_loss": 0.0020036242553032936, "selected_pairs": 26873.4, "state_query_norm": 42.61462745666504, "state_relation_loss": 0.0001232203510880936, "step": 17440, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0020036242553032936, "weighted_relation_loss": 0.0020036242553032936 }, { "action_query_norm": 40.686455154418944, "action_relation_loss": 0.0017794350278563797, "auxiliary_loss_weight": 1.0, "epoch": 16.323666978484564, "flow_matching_loss": 0.027652410231530665, "grad_norm": 0.12940384447574615, "learning_rate": 4.0690494495404495e-05, "loss": 0.0296, "relation_loss": 0.0019029082264751195, "selected_pairs": 27151.7, "state_query_norm": 42.628513717651366, "state_relation_loss": 0.00012347319861873984, "step": 17450, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0019029082264751195, "weighted_relation_loss": 0.0019029082264751195 }, { "action_query_norm": 40.68826599121094, "action_relation_loss": 0.001807584590278566, "auxiliary_loss_weight": 1.0, "epoch": 16.333021515434986, "flow_matching_loss": 0.024708744138479233, "grad_norm": 0.11535533517599106, "learning_rate": 4.0636348268695535e-05, "loss": 0.0266, "relation_loss": 0.0019393594819121062, "selected_pairs": 27220.3, "state_query_norm": 42.612158203125, "state_relation_loss": 0.00013177488726796583, "step": 17460, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0019393594819121062, "weighted_relation_loss": 0.0019393594819121062 }, { "action_query_norm": 40.63784217834473, "action_relation_loss": 0.0018131701741367578, "auxiliary_loss_weight": 1.0, "epoch": 16.342376052385408, "flow_matching_loss": 0.02605273462831974, "grad_norm": 0.10004603862762451, "learning_rate": 4.058221341970637e-05, "loss": 0.028, "relation_loss": 0.001942434418015182, "selected_pairs": 27046.9, "state_query_norm": 42.61768798828125, "state_relation_loss": 0.0001292642380576581, "step": 17470, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.001942434418015182, "weighted_relation_loss": 0.001942434418015182 }, { "action_query_norm": 40.63657188415527, "action_relation_loss": 0.00178110315464437, "auxiliary_loss_weight": 1.0, "epoch": 16.351730589335826, "flow_matching_loss": 0.02782837990671396, "grad_norm": 0.09461402893066406, "learning_rate": 4.0528090014215945e-05, "loss": 0.0297, "relation_loss": 0.001912857056595385, "selected_pairs": 26392.7, "state_query_norm": 42.61134414672851, "state_relation_loss": 0.00013175390486139805, "step": 17480, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.001912857056595385, "weighted_relation_loss": 0.001912857056595385 }, { "action_query_norm": 40.67886466979981, "action_relation_loss": 0.0017805346753448248, "auxiliary_loss_weight": 1.0, "epoch": 16.36108512628625, "flow_matching_loss": 0.026969429291784763, "grad_norm": 0.1404639184474945, "learning_rate": 4.047397811798929e-05, "loss": 0.0289, "relation_loss": 0.0019124816870316863, "selected_pairs": 27994.1, "state_query_norm": 42.61885070800781, "state_relation_loss": 0.00013194701459724457, "step": 17490, "valid_action_samples": 237.1, "weighted_auxiliary_loss": 0.0019124816870316863, "weighted_relation_loss": 0.0019124816870316863 }, { "action_query_norm": 40.666053009033206, "action_relation_loss": 0.0018781849881634115, "auxiliary_loss_weight": 1.0, "epoch": 16.37043966323667, "flow_matching_loss": 0.027193455956876278, "grad_norm": 0.10258226096630096, "learning_rate": 4.041987779677745e-05, "loss": 0.0292, "relation_loss": 0.002004617836792022, "selected_pairs": 27208.8, "state_query_norm": 42.6045425415039, "state_relation_loss": 0.00012643284935620613, "step": 17500, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.002004617836792022, "weighted_relation_loss": 0.002004617836792022 }, { "action_query_norm": 40.635643005371094, "action_relation_loss": 0.001703904801979661, "auxiliary_loss_weight": 1.0, "epoch": 16.379794200187092, "flow_matching_loss": 0.02707658112049103, "grad_norm": 0.10054103285074234, "learning_rate": 4.036578911631745e-05, "loss": 0.0289, "relation_loss": 0.0018249995075166226, "selected_pairs": 27363.2, "state_query_norm": 42.60732154846191, "state_relation_loss": 0.00012109469098504632, "step": 17510, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0018249995075166226, "weighted_relation_loss": 0.0018249995075166226 }, { "action_query_norm": 40.626417541503905, "action_relation_loss": 0.001767936977557838, "auxiliary_loss_weight": 1.0, "epoch": 16.38914873713751, "flow_matching_loss": 0.025879632122814654, "grad_norm": 0.11658492684364319, "learning_rate": 4.031171214233211e-05, "loss": 0.0278, "relation_loss": 0.0018971327343024313, "selected_pairs": 26322.3, "state_query_norm": 42.60982780456543, "state_relation_loss": 0.000129195764020551, "step": 17520, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0018971327343024313, "weighted_relation_loss": 0.0018971327343024313 }, { "action_query_norm": 40.63085250854492, "action_relation_loss": 0.0018252401961944998, "auxiliary_loss_weight": 1.0, "epoch": 16.398503274087933, "flow_matching_loss": 0.024669544771313667, "grad_norm": 0.13900572061538696, "learning_rate": 4.025764694053008e-05, "loss": 0.0266, "relation_loss": 0.001959381252527237, "selected_pairs": 27383.6, "state_query_norm": 42.60694923400879, "state_relation_loss": 0.00013414108761935494, "step": 17530, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.001959381252527237, "weighted_relation_loss": 0.001959381252527237 }, { "action_query_norm": 40.63867301940918, "action_relation_loss": 0.001766411354765296, "auxiliary_loss_weight": 1.0, "epoch": 16.407857811038355, "flow_matching_loss": 0.023701498098671437, "grad_norm": 0.10740111023187637, "learning_rate": 4.020359357660566e-05, "loss": 0.0256, "relation_loss": 0.0018920738948509097, "selected_pairs": 26552.7, "state_query_norm": 42.59540367126465, "state_relation_loss": 0.00012566254881676286, "step": 17540, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0018920738948509097, "weighted_relation_loss": 0.0018920738948509097 }, { "action_query_norm": 40.63281135559082, "action_relation_loss": 0.0018172496929764748, "auxiliary_loss_weight": 1.0, "epoch": 16.417212347988773, "flow_matching_loss": 0.02692259829491377, "grad_norm": 0.09941437095403671, "learning_rate": 4.014955211623875e-05, "loss": 0.0289, "relation_loss": 0.0019491205923259259, "selected_pairs": 27151.7, "state_query_norm": 42.59337310791015, "state_relation_loss": 0.00013187091171857902, "step": 17550, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0019491205923259259, "weighted_relation_loss": 0.0019491205923259259 }, { "action_query_norm": 40.671756744384766, "action_relation_loss": 0.0017392105306498705, "auxiliary_loss_weight": 1.0, "epoch": 16.426566884939195, "flow_matching_loss": 0.02451225072145462, "grad_norm": 0.10674557834863663, "learning_rate": 4.0095522625094895e-05, "loss": 0.0264, "relation_loss": 0.0018752695061266423, "selected_pairs": 26967.4, "state_query_norm": 42.596804809570315, "state_relation_loss": 0.00013605896820081397, "step": 17560, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0018752695061266423, "weighted_relation_loss": 0.0018752695061266423 }, { "action_query_norm": 40.64858779907227, "action_relation_loss": 0.001868196704890579, "auxiliary_loss_weight": 1.0, "epoch": 16.435921421889617, "flow_matching_loss": 0.026577101089060307, "grad_norm": 0.09449659287929535, "learning_rate": 4.004150516882497e-05, "loss": 0.0286, "relation_loss": 0.0020026468206197023, "selected_pairs": 26732.0, "state_query_norm": 42.58402557373047, "state_relation_loss": 0.00013445012664305977, "step": 17570, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0020026468206197023, "weighted_relation_loss": 0.0020026468206197023 }, { "action_query_norm": 40.617605972290036, "action_relation_loss": 0.0018102944013662636, "auxiliary_loss_weight": 1.0, "epoch": 16.44527595884004, "flow_matching_loss": 0.02697613351047039, "grad_norm": 0.13521189987659454, "learning_rate": 3.99874998130653e-05, "loss": 0.0289, "relation_loss": 0.0019448757637292146, "selected_pairs": 26926.2, "state_query_norm": 42.598839569091794, "state_relation_loss": 0.0001345813296211418, "step": 17580, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0019448757637292146, "weighted_relation_loss": 0.0019448757637292146 }, { "action_query_norm": 40.62738189697266, "action_relation_loss": 0.0018529957858845591, "auxiliary_loss_weight": 1.0, "epoch": 16.454630495790457, "flow_matching_loss": 0.02674428317695856, "grad_norm": 0.22361460328102112, "learning_rate": 3.9933506623437455e-05, "loss": 0.0287, "relation_loss": 0.001989715767558664, "selected_pairs": 27055.6, "state_query_norm": 42.596557235717775, "state_relation_loss": 0.00013671995693584905, "step": 17590, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.001989715767558664, "weighted_relation_loss": 0.001989715767558664 }, { "action_query_norm": 40.63205490112305, "action_relation_loss": 0.0018205477274022997, "auxiliary_loss_weight": 1.0, "epoch": 16.46398503274088, "flow_matching_loss": 0.025239368714392186, "grad_norm": 0.09900077432394028, "learning_rate": 3.9879525665548276e-05, "loss": 0.0272, "relation_loss": 0.001945959811564535, "selected_pairs": 26026.3, "state_query_norm": 42.59253768920898, "state_relation_loss": 0.00012541206524474546, "step": 17600, "valid_action_samples": 228.6, "weighted_auxiliary_loss": 0.001945959811564535, "weighted_relation_loss": 0.001945959811564535 }, { "action_query_norm": 40.64144706726074, "action_relation_loss": 0.0017762165749445557, "auxiliary_loss_weight": 1.0, "epoch": 16.4733395696913, "flow_matching_loss": 0.025911687314510344, "grad_norm": 0.1147601529955864, "learning_rate": 3.9825557004989704e-05, "loss": 0.0278, "relation_loss": 0.0019129416323266923, "selected_pairs": 27162.2, "state_query_norm": 42.59743232727051, "state_relation_loss": 0.0001367250435578171, "step": 17610, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0019129416323266923, "weighted_relation_loss": 0.0019129416323266923 }, { "action_query_norm": 40.692803955078126, "action_relation_loss": 0.0017392940819263459, "auxiliary_loss_weight": 1.0, "epoch": 16.48269410664172, "flow_matching_loss": 0.02470816895365715, "grad_norm": 0.07869954407215118, "learning_rate": 3.977160070733877e-05, "loss": 0.0266, "relation_loss": 0.0018814846058376133, "selected_pairs": 26940.3, "state_query_norm": 42.60547790527344, "state_relation_loss": 0.00014219054210116156, "step": 17620, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0018814846058376133, "weighted_relation_loss": 0.0018814846058376133 }, { "action_query_norm": 40.673241806030276, "action_relation_loss": 0.0017374519142322243, "auxiliary_loss_weight": 1.0, "epoch": 16.492048643592142, "flow_matching_loss": 0.027811692468822, "grad_norm": 0.1120164766907692, "learning_rate": 3.971765683815746e-05, "loss": 0.0297, "relation_loss": 0.0018747000955045222, "selected_pairs": 27475.4, "state_query_norm": 42.60533256530762, "state_relation_loss": 0.00013724820237257518, "step": 17630, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0018747000955045222, "weighted_relation_loss": 0.0018747000955045222 }, { "action_query_norm": 40.5867115020752, "action_relation_loss": 0.0019116948707960546, "auxiliary_loss_weight": 1.0, "epoch": 16.501403180542564, "flow_matching_loss": 0.026088960655033588, "grad_norm": 0.12165287137031555, "learning_rate": 3.966372546299265e-05, "loss": 0.0281, "relation_loss": 0.0020407467731274665, "selected_pairs": 26815.7, "state_query_norm": 42.599076461791995, "state_relation_loss": 0.00012905189796583728, "step": 17640, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0020407467731274665, "weighted_relation_loss": 0.0020407467731274665 }, { "action_query_norm": 40.58545188903808, "action_relation_loss": 0.001766798400785774, "auxiliary_loss_weight": 1.0, "epoch": 16.510757717492986, "flow_matching_loss": 0.025444324314594268, "grad_norm": 0.12962889671325684, "learning_rate": 3.960980664737604e-05, "loss": 0.0273, "relation_loss": 0.0018994502257555722, "selected_pairs": 26658.6, "state_query_norm": 42.59017829895019, "state_relation_loss": 0.00013265182496979833, "step": 17650, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0018994502257555722, "weighted_relation_loss": 0.0018994502257555722 }, { "action_query_norm": 40.6553035736084, "action_relation_loss": 0.001749727176502347, "auxiliary_loss_weight": 1.0, "epoch": 16.520112254443404, "flow_matching_loss": 0.02685244306921959, "grad_norm": 0.14040401577949524, "learning_rate": 3.955590045682408e-05, "loss": 0.0287, "relation_loss": 0.0018798828357830643, "selected_pairs": 26832.6, "state_query_norm": 42.59449996948242, "state_relation_loss": 0.00013015567456022836, "step": 17660, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0018798828357830643, "weighted_relation_loss": 0.0018798828357830643 }, { "action_query_norm": 40.615499877929686, "action_relation_loss": 0.0018484602565877139, "auxiliary_loss_weight": 1.0, "epoch": 16.529466791393826, "flow_matching_loss": 0.025282379984855653, "grad_norm": 0.09067708998918533, "learning_rate": 3.950200695683788e-05, "loss": 0.0273, "relation_loss": 0.001979864644818008, "selected_pairs": 27194.1, "state_query_norm": 42.5643367767334, "state_relation_loss": 0.00013140439623384736, "step": 17670, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.001979864644818008, "weighted_relation_loss": 0.001979864644818008 }, { "action_query_norm": 40.59937858581543, "action_relation_loss": 0.0016916391672566534, "auxiliary_loss_weight": 1.0, "epoch": 16.53882132834425, "flow_matching_loss": 0.025375019013881683, "grad_norm": 0.10892056673765182, "learning_rate": 3.944812621290314e-05, "loss": 0.0272, "relation_loss": 0.0018217244185507297, "selected_pairs": 27108.0, "state_query_norm": 42.57243690490723, "state_relation_loss": 0.00013008525420445948, "step": 17680, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0018217244185507297, "weighted_relation_loss": 0.0018217244185507297 }, { "action_query_norm": 40.61254043579102, "action_relation_loss": 0.0018055640859529376, "auxiliary_loss_weight": 1.0, "epoch": 16.548175865294667, "flow_matching_loss": 0.02613874115049839, "grad_norm": 0.11954675614833832, "learning_rate": 3.939425829049002e-05, "loss": 0.0281, "relation_loss": 0.0019288414740003645, "selected_pairs": 27337.5, "state_query_norm": 42.574167251586914, "state_relation_loss": 0.00012327740259934216, "step": 17690, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0019288414740003645, "weighted_relation_loss": 0.0019288414740003645 }, { "action_query_norm": 40.61252288818359, "action_relation_loss": 0.0018213173025287688, "auxiliary_loss_weight": 1.0, "epoch": 16.55753040224509, "flow_matching_loss": 0.02651602290570736, "grad_norm": 0.10617955029010773, "learning_rate": 3.9340403255053135e-05, "loss": 0.0285, "relation_loss": 0.0019490658771246672, "selected_pairs": 26460.6, "state_query_norm": 42.59159469604492, "state_relation_loss": 0.00012774856077157892, "step": 17700, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0019490658771246672, "weighted_relation_loss": 0.0019490658771246672 }, { "action_query_norm": 40.62786521911621, "action_relation_loss": 0.0018199323676526546, "auxiliary_loss_weight": 1.0, "epoch": 16.56688493919551, "flow_matching_loss": 0.024656709656119345, "grad_norm": 0.1036410927772522, "learning_rate": 3.9286561172031407e-05, "loss": 0.0266, "relation_loss": 0.0019533700891770423, "selected_pairs": 26971.5, "state_query_norm": 42.56758499145508, "state_relation_loss": 0.00013343772006919609, "step": 17710, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0019533700891770423, "weighted_relation_loss": 0.0019533700891770423 }, { "action_query_norm": 40.55849609375, "action_relation_loss": 0.0017271886463277042, "auxiliary_loss_weight": 1.0, "epoch": 16.57623947614593, "flow_matching_loss": 0.02482542544603348, "grad_norm": 0.10336490720510483, "learning_rate": 3.923273210684809e-05, "loss": 0.0267, "relation_loss": 0.001858498645015061, "selected_pairs": 26762.8, "state_query_norm": 42.572953414916995, "state_relation_loss": 0.0001313099950493779, "step": 17720, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.001858498645015061, "weighted_relation_loss": 0.001858498645015061 }, { "action_query_norm": 40.569880676269534, "action_relation_loss": 0.0018164845183491706, "auxiliary_loss_weight": 1.0, "epoch": 16.58559401309635, "flow_matching_loss": 0.024873358942568303, "grad_norm": 0.1281186044216156, "learning_rate": 3.9178916124910555e-05, "loss": 0.0268, "relation_loss": 0.0019436718546785414, "selected_pairs": 26547.8, "state_query_norm": 42.5846248626709, "state_relation_loss": 0.00012718731522909366, "step": 17730, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0019436718546785414, "weighted_relation_loss": 0.0019436718546785414 }, { "action_query_norm": 40.625687789916995, "action_relation_loss": 0.0017322175786830484, "auxiliary_loss_weight": 1.0, "epoch": 16.594948550046773, "flow_matching_loss": 0.025005542486906052, "grad_norm": 0.13362422585487366, "learning_rate": 3.9125113291610274e-05, "loss": 0.0269, "relation_loss": 0.0018651409773156047, "selected_pairs": 27244.7, "state_query_norm": 42.57665481567383, "state_relation_loss": 0.00013292340881889685, "step": 17740, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0018651409773156047, "weighted_relation_loss": 0.0018651409773156047 }, { "action_query_norm": 40.58743324279785, "action_relation_loss": 0.0017918065190315247, "auxiliary_loss_weight": 1.0, "epoch": 16.604303086997195, "flow_matching_loss": 0.026229899562895297, "grad_norm": 0.14658017456531525, "learning_rate": 3.907132367232278e-05, "loss": 0.0281, "relation_loss": 0.0019171888125129044, "selected_pairs": 26736.8, "state_query_norm": 42.59070167541504, "state_relation_loss": 0.00012538228620542213, "step": 17750, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0019171888125129044, "weighted_relation_loss": 0.0019171888125129044 }, { "action_query_norm": 40.56834716796875, "action_relation_loss": 0.0018571226275525988, "auxiliary_loss_weight": 1.0, "epoch": 16.613657623947613, "flow_matching_loss": 0.025010989233851432, "grad_norm": 0.12571896612644196, "learning_rate": 3.901754733240752e-05, "loss": 0.027, "relation_loss": 0.0019948158063925804, "selected_pairs": 26618.2, "state_query_norm": 42.556850814819335, "state_relation_loss": 0.0001376931802951731, "step": 17760, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0019948158063925804, "weighted_relation_loss": 0.0019948158063925804 }, { "action_query_norm": 40.58712501525879, "action_relation_loss": 0.001819784042891115, "auxiliary_loss_weight": 1.0, "epoch": 16.623012160898035, "flow_matching_loss": 0.024140207469463347, "grad_norm": 0.10411649942398071, "learning_rate": 3.896378433720785e-05, "loss": 0.0261, "relation_loss": 0.0019472162588499487, "selected_pairs": 26640.1, "state_query_norm": 42.55934219360351, "state_relation_loss": 0.0001274322195968125, "step": 17770, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0019472162588499487, "weighted_relation_loss": 0.0019472162588499487 }, { "action_query_norm": 40.53862075805664, "action_relation_loss": 0.0016972818993963301, "auxiliary_loss_weight": 1.0, "epoch": 16.632366697848457, "flow_matching_loss": 0.02527778297662735, "grad_norm": 0.10942737758159637, "learning_rate": 3.891003475205086e-05, "loss": 0.0271, "relation_loss": 0.0018185360124334693, "selected_pairs": 27084.0, "state_query_norm": 42.572014236450194, "state_relation_loss": 0.00012125409339205361, "step": 17780, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0018185360124334693, "weighted_relation_loss": 0.0018185360124334693 }, { "action_query_norm": 40.56444549560547, "action_relation_loss": 0.0017551713506691157, "auxiliary_loss_weight": 1.0, "epoch": 16.641721234798876, "flow_matching_loss": 0.02662219200283289, "grad_norm": 0.12642334401607513, "learning_rate": 3.885629864224736e-05, "loss": 0.0285, "relation_loss": 0.001880991505458951, "selected_pairs": 26903.4, "state_query_norm": 42.57239608764648, "state_relation_loss": 0.000125820124958409, "step": 17790, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.001880991505458951, "weighted_relation_loss": 0.001880991505458951 }, { "action_query_norm": 40.615687942504884, "action_relation_loss": 0.001837798859924078, "auxiliary_loss_weight": 1.0, "epoch": 16.651075771749298, "flow_matching_loss": 0.025558273866772653, "grad_norm": 0.11638392508029938, "learning_rate": 3.880257607309178e-05, "loss": 0.0275, "relation_loss": 0.0019623399479314686, "selected_pairs": 26876.4, "state_query_norm": 42.56235466003418, "state_relation_loss": 0.00012454110183170996, "step": 17800, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0019623399479314686, "weighted_relation_loss": 0.0019623399479314686 }, { "action_query_norm": 40.59383277893066, "action_relation_loss": 0.001770999061409384, "auxiliary_loss_weight": 1.0, "epoch": 16.66043030869972, "flow_matching_loss": 0.02630599867552519, "grad_norm": 0.11358799040317535, "learning_rate": 3.874886710986213e-05, "loss": 0.0282, "relation_loss": 0.001898539869580418, "selected_pairs": 27157.5, "state_query_norm": 42.5736759185791, "state_relation_loss": 0.00012754081108141692, "step": 17810, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001898539869580418, "weighted_relation_loss": 0.001898539869580418 }, { "action_query_norm": 40.58760871887207, "action_relation_loss": 0.001738909282721579, "auxiliary_loss_weight": 1.0, "epoch": 16.669784845650142, "flow_matching_loss": 0.025516052916646003, "grad_norm": 0.09530673176050186, "learning_rate": 3.8695171817819834e-05, "loss": 0.0274, "relation_loss": 0.0018699781503528357, "selected_pairs": 26962.6, "state_query_norm": 42.542175674438475, "state_relation_loss": 0.00013106886617606506, "step": 17820, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0018699781503528357, "weighted_relation_loss": 0.0018699781503528357 }, { "action_query_norm": 40.559745407104494, "action_relation_loss": 0.0018314286833629012, "auxiliary_loss_weight": 1.0, "epoch": 16.67913938260056, "flow_matching_loss": 0.025843478552997113, "grad_norm": 0.11305912584066391, "learning_rate": 3.8641490262209774e-05, "loss": 0.0278, "relation_loss": 0.001954438490793109, "selected_pairs": 26708.2, "state_query_norm": 42.56268081665039, "state_relation_loss": 0.00012300979578867556, "step": 17830, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.001954438490793109, "weighted_relation_loss": 0.001954438490793109 }, { "action_query_norm": 40.56613006591797, "action_relation_loss": 0.0017002585576847196, "auxiliary_loss_weight": 1.0, "epoch": 16.688493919550982, "flow_matching_loss": 0.024203314445912838, "grad_norm": 0.10151951014995575, "learning_rate": 3.8587822508260084e-05, "loss": 0.026, "relation_loss": 0.0018323188181966544, "selected_pairs": 26896.2, "state_query_norm": 42.56162986755371, "state_relation_loss": 0.00013206026633270085, "step": 17840, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0018323188181966544, "weighted_relation_loss": 0.0018323188181966544 }, { "action_query_norm": 40.56663360595703, "action_relation_loss": 0.0017526327748782933, "auxiliary_loss_weight": 1.0, "epoch": 16.697848456501404, "flow_matching_loss": 0.024729752726852895, "grad_norm": 0.07454615086317062, "learning_rate": 3.853416862118214e-05, "loss": 0.0266, "relation_loss": 0.0018815597402863204, "selected_pairs": 26569.2, "state_query_norm": 42.55274887084961, "state_relation_loss": 0.000128926953766495, "step": 17850, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0018815597402863204, "weighted_relation_loss": 0.0018815597402863204 }, { "action_query_norm": 40.557661056518555, "action_relation_loss": 0.0017338998848572373, "auxiliary_loss_weight": 1.0, "epoch": 16.707202993451823, "flow_matching_loss": 0.025514931976795198, "grad_norm": 0.13129135966300964, "learning_rate": 3.848052866617049e-05, "loss": 0.0274, "relation_loss": 0.0018606386031024158, "selected_pairs": 26688.0, "state_query_norm": 42.55484580993652, "state_relation_loss": 0.0001267387291591149, "step": 17860, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0018606386031024158, "weighted_relation_loss": 0.0018606386031024158 }, { "action_query_norm": 40.58356056213379, "action_relation_loss": 0.0017603779560886323, "auxiliary_loss_weight": 1.0, "epoch": 16.716557530402245, "flow_matching_loss": 0.026445203460752964, "grad_norm": 0.12724092602729797, "learning_rate": 3.84269027084027e-05, "loss": 0.0283, "relation_loss": 0.0018864958779886364, "selected_pairs": 27124.5, "state_query_norm": 42.567068099975586, "state_relation_loss": 0.0001261179095308762, "step": 17870, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0018864958779886364, "weighted_relation_loss": 0.0018864958779886364 }, { "action_query_norm": 40.54547958374023, "action_relation_loss": 0.0018026711186394095, "auxiliary_loss_weight": 1.0, "epoch": 16.725912067352667, "flow_matching_loss": 0.025053781270980836, "grad_norm": 0.0869232788681984, "learning_rate": 3.83732908130394e-05, "loss": 0.027, "relation_loss": 0.0019206549623049796, "selected_pairs": 26163.1, "state_query_norm": 42.54927024841309, "state_relation_loss": 0.00011798384075518697, "step": 17880, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0019206549623049796, "weighted_relation_loss": 0.0019206549623049796 }, { "action_query_norm": 40.55177879333496, "action_relation_loss": 0.0017275993595831096, "auxiliary_loss_weight": 1.0, "epoch": 16.73526660430309, "flow_matching_loss": 0.02581271268427372, "grad_norm": 0.10865333676338196, "learning_rate": 3.831969304522409e-05, "loss": 0.0277, "relation_loss": 0.0018545539700426162, "selected_pairs": 27135.7, "state_query_norm": 42.556168746948245, "state_relation_loss": 0.00012695461482508107, "step": 17890, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0018545539700426162, "weighted_relation_loss": 0.0018545539700426162 }, { "action_query_norm": 40.58291015625, "action_relation_loss": 0.0017618792480789125, "auxiliary_loss_weight": 1.0, "epoch": 16.744621141253507, "flow_matching_loss": 0.024582883715629576, "grad_norm": 0.11304422467947006, "learning_rate": 3.826610947008312e-05, "loss": 0.0265, "relation_loss": 0.001888881262857467, "selected_pairs": 26800.8, "state_query_norm": 42.54016876220703, "state_relation_loss": 0.00012700200895778834, "step": 17900, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001888881262857467, "weighted_relation_loss": 0.001888881262857467 }, { "action_query_norm": 40.506249237060544, "action_relation_loss": 0.0017591245123185217, "auxiliary_loss_weight": 1.0, "epoch": 16.75397567820393, "flow_matching_loss": 0.024468003213405608, "grad_norm": 0.08516764640808105, "learning_rate": 3.821254015272559e-05, "loss": 0.0263, "relation_loss": 0.0018810189329087734, "selected_pairs": 27391.1, "state_query_norm": 42.544090270996094, "state_relation_loss": 0.00012189441040391102, "step": 17910, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0018810189329087734, "weighted_relation_loss": 0.0018810189329087734 }, { "action_query_norm": 40.56230583190918, "action_relation_loss": 0.0017224146984517574, "auxiliary_loss_weight": 1.0, "epoch": 16.76333021515435, "flow_matching_loss": 0.02314553651958704, "grad_norm": 0.08968993276357651, "learning_rate": 3.8158985158243214e-05, "loss": 0.025, "relation_loss": 0.0018442228436470031, "selected_pairs": 27115.2, "state_query_norm": 42.54474220275879, "state_relation_loss": 0.00012180815101601184, "step": 17920, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0018442228436470031, "weighted_relation_loss": 0.0018442228436470031 }, { "action_query_norm": 40.532881546020505, "action_relation_loss": 0.0018428961047902703, "auxiliary_loss_weight": 1.0, "epoch": 16.77268475210477, "flow_matching_loss": 0.025664561614394187, "grad_norm": 0.15458281338214874, "learning_rate": 3.810544455171044e-05, "loss": 0.0276, "relation_loss": 0.001966932392679155, "selected_pairs": 26901.2, "state_query_norm": 42.54485893249512, "state_relation_loss": 0.00012403629589243791, "step": 17930, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.001966932392679155, "weighted_relation_loss": 0.001966932392679155 }, { "action_query_norm": 40.537329483032224, "action_relation_loss": 0.0017535959021188318, "auxiliary_loss_weight": 1.0, "epoch": 16.78203928905519, "flow_matching_loss": 0.02588652465492487, "grad_norm": 0.11237142235040665, "learning_rate": 3.8051918398184114e-05, "loss": 0.0278, "relation_loss": 0.0018878414179198445, "selected_pairs": 26666.4, "state_query_norm": 42.532758712768555, "state_relation_loss": 0.00013424551289062948, "step": 17940, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0018878414179198445, "weighted_relation_loss": 0.0018878414179198445 }, { "action_query_norm": 40.50659942626953, "action_relation_loss": 0.0017665299703367055, "auxiliary_loss_weight": 1.0, "epoch": 16.791393826005613, "flow_matching_loss": 0.025182736106216908, "grad_norm": 0.11079178750514984, "learning_rate": 3.799840676270356e-05, "loss": 0.0271, "relation_loss": 0.0018892427557148038, "selected_pairs": 26915.6, "state_query_norm": 42.54638862609863, "state_relation_loss": 0.0001227127831953112, "step": 17950, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0018892427557148038, "weighted_relation_loss": 0.0018892427557148038 }, { "action_query_norm": 40.52074508666992, "action_relation_loss": 0.0017124072066508234, "auxiliary_loss_weight": 1.0, "epoch": 16.800748362956035, "flow_matching_loss": 0.024996674619615078, "grad_norm": 0.12050929665565491, "learning_rate": 3.794490971029048e-05, "loss": 0.0268, "relation_loss": 0.0018410701886750758, "selected_pairs": 26718.6, "state_query_norm": 42.536929321289065, "state_relation_loss": 0.00012866299657616765, "step": 17960, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0018410701886750758, "weighted_relation_loss": 0.0018410701886750758 }, { "action_query_norm": 40.54872131347656, "action_relation_loss": 0.0017495753476396204, "auxiliary_loss_weight": 1.0, "epoch": 16.810102899906454, "flow_matching_loss": 0.023205647058784962, "grad_norm": 0.08883368968963623, "learning_rate": 3.789142730594881e-05, "loss": 0.0251, "relation_loss": 0.0018748013069853186, "selected_pairs": 27102.6, "state_query_norm": 42.53559532165527, "state_relation_loss": 0.00012522596734925172, "step": 17970, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0018748013069853186, "weighted_relation_loss": 0.0018748013069853186 }, { "action_query_norm": 40.54382591247558, "action_relation_loss": 0.0017483991920016705, "auxiliary_loss_weight": 1.0, "epoch": 16.819457436856876, "flow_matching_loss": 0.026226937770843506, "grad_norm": 0.12827304005622864, "learning_rate": 3.783795961466471e-05, "loss": 0.0281, "relation_loss": 0.0018747918307781219, "selected_pairs": 27081.8, "state_query_norm": 42.542626953125, "state_relation_loss": 0.00012639263804885558, "step": 17980, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0018747918307781219, "weighted_relation_loss": 0.0018747918307781219 }, { "action_query_norm": 40.53337287902832, "action_relation_loss": 0.0017421663738787173, "auxiliary_loss_weight": 1.0, "epoch": 16.828811973807298, "flow_matching_loss": 0.02517158053815365, "grad_norm": 0.13279150426387787, "learning_rate": 3.778450670140651e-05, "loss": 0.027, "relation_loss": 0.0018683158443309367, "selected_pairs": 27055.1, "state_query_norm": 42.5441276550293, "state_relation_loss": 0.0001261494544451125, "step": 17990, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0018683158443309367, "weighted_relation_loss": 0.0018683158443309367 }, { "action_query_norm": 40.54199104309082, "action_relation_loss": 0.0016943220281973482, "auxiliary_loss_weight": 1.0, "epoch": 16.838166510757716, "flow_matching_loss": 0.02356722895056009, "grad_norm": 0.11048024892807007, "learning_rate": 3.773106863112451e-05, "loss": 0.0254, "relation_loss": 0.0018167173955589532, "selected_pairs": 26365.2, "state_query_norm": 42.54266166687012, "state_relation_loss": 0.00012239537027198822, "step": 18000, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0018167173955589532, "weighted_relation_loss": 0.0018167173955589532 }, { "action_query_norm": 40.51105003356933, "action_relation_loss": 0.001789759227540344, "auxiliary_loss_weight": 1.0, "epoch": 16.84752104770814, "flow_matching_loss": 0.027155145071446896, "grad_norm": 0.12840457260608673, "learning_rate": 3.7677645468751e-05, "loss": 0.0291, "relation_loss": 0.0019213020452298224, "selected_pairs": 27034.3, "state_query_norm": 42.515198135375975, "state_relation_loss": 0.00013154280895832926, "step": 18010, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0019213020452298224, "weighted_relation_loss": 0.0019213020452298224 }, { "action_query_norm": 40.51807823181152, "action_relation_loss": 0.001683620666153729, "auxiliary_loss_weight": 1.0, "epoch": 16.85687558465856, "flow_matching_loss": 0.027039753273129463, "grad_norm": 0.10932253301143646, "learning_rate": 3.762423727920018e-05, "loss": 0.0288, "relation_loss": 0.0018099514069035648, "selected_pairs": 26987.7, "state_query_norm": 42.518368530273435, "state_relation_loss": 0.00012633074875338933, "step": 18020, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0018099514069035648, "weighted_relation_loss": 0.0018099514069035648 }, { "action_query_norm": 40.52861976623535, "action_relation_loss": 0.0017824303009547292, "auxiliary_loss_weight": 1.0, "epoch": 16.86623012160898, "flow_matching_loss": 0.024356781132519247, "grad_norm": 0.10704363137483597, "learning_rate": 3.7570844127367995e-05, "loss": 0.0263, "relation_loss": 0.0019048533169552684, "selected_pairs": 26320.8, "state_query_norm": 42.53125648498535, "state_relation_loss": 0.0001224229999934323, "step": 18030, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0019048533169552684, "weighted_relation_loss": 0.0019048533169552684 }, { "action_query_norm": 40.54550361633301, "action_relation_loss": 0.0017940360936336218, "auxiliary_loss_weight": 1.0, "epoch": 16.8755846585594, "flow_matching_loss": 0.026439938135445117, "grad_norm": 0.11264976114034653, "learning_rate": 3.751746607813221e-05, "loss": 0.0284, "relation_loss": 0.0019143006415106357, "selected_pairs": 26644.7, "state_query_norm": 42.54155235290527, "state_relation_loss": 0.0001202645456942264, "step": 18040, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0019143006415106357, "weighted_relation_loss": 0.0019143006415106357 }, { "action_query_norm": 40.46122779846191, "action_relation_loss": 0.0017765124212019145, "auxiliary_loss_weight": 1.0, "epoch": 16.884939195509823, "flow_matching_loss": 0.024458420649170875, "grad_norm": 0.10199755430221558, "learning_rate": 3.746410319635217e-05, "loss": 0.0264, "relation_loss": 0.001896750903688371, "selected_pairs": 26136.2, "state_query_norm": 42.52267646789551, "state_relation_loss": 0.00012023848175886087, "step": 18050, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.001896750903688371, "weighted_relation_loss": 0.001896750903688371 }, { "action_query_norm": 40.48844871520996, "action_relation_loss": 0.001703765115235001, "auxiliary_loss_weight": 1.0, "epoch": 16.894293732460245, "flow_matching_loss": 0.024252705089747906, "grad_norm": 0.12339642643928528, "learning_rate": 3.7410755546868806e-05, "loss": 0.0261, "relation_loss": 0.0018250786000862718, "selected_pairs": 26662.5, "state_query_norm": 42.52112045288086, "state_relation_loss": 0.00012131349358242005, "step": 18060, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0018250786000862718, "weighted_relation_loss": 0.0018250786000862718 }, { "action_query_norm": 40.49062919616699, "action_relation_loss": 0.0016517684678547084, "auxiliary_loss_weight": 1.0, "epoch": 16.903648269410663, "flow_matching_loss": 0.02497087512165308, "grad_norm": 0.10360877960920334, "learning_rate": 3.735742319450454e-05, "loss": 0.0267, "relation_loss": 0.0017676913179457189, "selected_pairs": 26920.2, "state_query_norm": 42.5315601348877, "state_relation_loss": 0.00011592284572543576, "step": 18070, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0017676913179457189, "weighted_relation_loss": 0.0017676913179457189 }, { "action_query_norm": 40.50242233276367, "action_relation_loss": 0.0016523112426511943, "auxiliary_loss_weight": 1.0, "epoch": 16.913002806361085, "flow_matching_loss": 0.026133438944816588, "grad_norm": 0.12110842019319534, "learning_rate": 3.7304106204063184e-05, "loss": 0.0279, "relation_loss": 0.0017722368822433055, "selected_pairs": 26907.8, "state_query_norm": 42.529232025146484, "state_relation_loss": 0.00011992564832326024, "step": 18080, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0017722368822433055, "weighted_relation_loss": 0.0017722368822433055 }, { "action_query_norm": 40.50707359313965, "action_relation_loss": 0.0018333986052311956, "auxiliary_loss_weight": 1.0, "epoch": 16.922357343311507, "flow_matching_loss": 0.025860339775681494, "grad_norm": 0.13882769644260406, "learning_rate": 3.725080464032996e-05, "loss": 0.0278, "relation_loss": 0.0019603006425313652, "selected_pairs": 27315.1, "state_query_norm": 42.52743644714356, "state_relation_loss": 0.0001269020554900635, "step": 18090, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0019603006425313652, "weighted_relation_loss": 0.0019603006425313652 }, { "action_query_norm": 40.48587417602539, "action_relation_loss": 0.0017635681433603168, "auxiliary_loss_weight": 1.0, "epoch": 16.931711880261926, "flow_matching_loss": 0.023974728398025037, "grad_norm": 0.10415706038475037, "learning_rate": 3.719751856807125e-05, "loss": 0.0259, "relation_loss": 0.001893733791075647, "selected_pairs": 26604.6, "state_query_norm": 42.50837783813476, "state_relation_loss": 0.00013016566008445808, "step": 18100, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.001893733791075647, "weighted_relation_loss": 0.001893733791075647 }, { "action_query_norm": 40.50198516845703, "action_relation_loss": 0.0016523241298273205, "auxiliary_loss_weight": 1.0, "epoch": 16.941066417212348, "flow_matching_loss": 0.025380656123161316, "grad_norm": 0.13628093898296356, "learning_rate": 3.71442480520347e-05, "loss": 0.0272, "relation_loss": 0.0017767579294741154, "selected_pairs": 26166.6, "state_query_norm": 42.51624641418457, "state_relation_loss": 0.00012443377927411347, "step": 18110, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0017767579294741154, "weighted_relation_loss": 0.0017767579294741154 }, { "action_query_norm": 40.497310638427734, "action_relation_loss": 0.0017225050134584308, "auxiliary_loss_weight": 1.0, "epoch": 16.95042095416277, "flow_matching_loss": 0.02575152590870857, "grad_norm": 0.09756455570459366, "learning_rate": 3.709099315694897e-05, "loss": 0.0276, "relation_loss": 0.0018506721826270223, "selected_pairs": 26676.7, "state_query_norm": 42.51352043151856, "state_relation_loss": 0.00012816718008252793, "step": 18120, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0018506721826270223, "weighted_relation_loss": 0.0018506721826270223 }, { "action_query_norm": 40.52469444274902, "action_relation_loss": 0.001657581701874733, "auxiliary_loss_weight": 1.0, "epoch": 16.95977549111319, "flow_matching_loss": 0.02618345320224762, "grad_norm": 0.1116032674908638, "learning_rate": 3.703775394752378e-05, "loss": 0.028, "relation_loss": 0.0017818360356613994, "selected_pairs": 26386.2, "state_query_norm": 42.5283920288086, "state_relation_loss": 0.0001242543185071554, "step": 18130, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0017818360356613994, "weighted_relation_loss": 0.0017818360356613994 }, { "action_query_norm": 40.503651809692386, "action_relation_loss": 0.001716601091902703, "auxiliary_loss_weight": 1.0, "epoch": 16.96913002806361, "flow_matching_loss": 0.023826068639755248, "grad_norm": 0.08788808435201645, "learning_rate": 3.698453048844983e-05, "loss": 0.0257, "relation_loss": 0.0018388916389085353, "selected_pairs": 26548.9, "state_query_norm": 42.506378173828125, "state_relation_loss": 0.00012229053900227881, "step": 18140, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0018388916389085353, "weighted_relation_loss": 0.0018388916389085353 }, { "action_query_norm": 40.53319664001465, "action_relation_loss": 0.0017282768385484815, "auxiliary_loss_weight": 1.0, "epoch": 16.978484565014032, "flow_matching_loss": 0.025619247183203697, "grad_norm": 0.11284439265727997, "learning_rate": 3.693132284439861e-05, "loss": 0.0275, "relation_loss": 0.0018517246120609344, "selected_pairs": 26621.1, "state_query_norm": 42.521562576293945, "state_relation_loss": 0.00012344776478130371, "step": 18150, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0018517246120609344, "weighted_relation_loss": 0.0018517246120609344 }, { "action_query_norm": 40.525870132446286, "action_relation_loss": 0.0017576929065398871, "auxiliary_loss_weight": 1.0, "epoch": 16.987839101964454, "flow_matching_loss": 0.025222779624164103, "grad_norm": 0.1423344910144806, "learning_rate": 3.6878131080022414e-05, "loss": 0.0271, "relation_loss": 0.0018863720586523413, "selected_pairs": 27038.6, "state_query_norm": 42.494117736816406, "state_relation_loss": 0.0001286791513848584, "step": 18160, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0018863720586523413, "weighted_relation_loss": 0.0018863720586523413 }, { "action_query_norm": 40.48413925170898, "action_relation_loss": 0.0016581577947363257, "auxiliary_loss_weight": 1.0, "epoch": 16.997193638914872, "flow_matching_loss": 0.02554538380354643, "grad_norm": 0.13976174592971802, "learning_rate": 3.682495525995429e-05, "loss": 0.0273, "relation_loss": 0.00178134988527745, "selected_pairs": 27161.7, "state_query_norm": 42.51411247253418, "state_relation_loss": 0.00012319208690314554, "step": 18170, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.00178134988527745, "weighted_relation_loss": 0.00178134988527745 }, { "action_query_norm": 40.486441421508786, "action_relation_loss": 0.0017705217236652971, "auxiliary_loss_weight": 1.0, "epoch": 17.006548175865294, "flow_matching_loss": 0.026608773320913316, "grad_norm": 0.1412728726863861, "learning_rate": 3.6771795448807846e-05, "loss": 0.0285, "relation_loss": 0.0018993415171280504, "selected_pairs": 24369.6, "state_query_norm": 42.52509803771973, "state_relation_loss": 0.00012881981674581767, "step": 18180, "valid_action_samples": 214.5, "weighted_auxiliary_loss": 0.0018993415171280504, "weighted_relation_loss": 0.0018993415171280504 }, { "action_query_norm": 40.529920959472655, "action_relation_loss": 0.0016602335614152252, "auxiliary_loss_weight": 1.0, "epoch": 17.015902712815716, "flow_matching_loss": 0.022867765463888644, "grad_norm": 0.0934407189488411, "learning_rate": 3.671865171117724e-05, "loss": 0.0247, "relation_loss": 0.001783473661635071, "selected_pairs": 27020.0, "state_query_norm": 42.510163116455075, "state_relation_loss": 0.00012324008712312208, "step": 18190, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.001783473661635071, "weighted_relation_loss": 0.001783473661635071 }, { "action_query_norm": 40.48175163269043, "action_relation_loss": 0.0016935419873334468, "auxiliary_loss_weight": 1.0, "epoch": 17.02525724976614, "flow_matching_loss": 0.02510246876627207, "grad_norm": 0.09758669883012772, "learning_rate": 3.666552411163718e-05, "loss": 0.0269, "relation_loss": 0.0018143972847610712, "selected_pairs": 26274.7, "state_query_norm": 42.50874061584473, "state_relation_loss": 0.00012085529961041175, "step": 18200, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0018143972847610712, "weighted_relation_loss": 0.0018143972847610712 }, { "action_query_norm": 40.567924118041994, "action_relation_loss": 0.001620455796364695, "auxiliary_loss_weight": 1.0, "epoch": 17.034611786716557, "flow_matching_loss": 0.024962171353399752, "grad_norm": 0.11650774627923965, "learning_rate": 3.661241271474269e-05, "loss": 0.0267, "relation_loss": 0.0017393025103956462, "selected_pairs": 27469.4, "state_query_norm": 42.53266143798828, "state_relation_loss": 0.00011884670238941908, "step": 18210, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0017393025103956462, "weighted_relation_loss": 0.0017393025103956462 }, { "action_query_norm": 40.484642791748044, "action_relation_loss": 0.0016501731472089887, "auxiliary_loss_weight": 1.0, "epoch": 17.04396632366698, "flow_matching_loss": 0.023137154616415502, "grad_norm": 0.12742242217063904, "learning_rate": 3.6559317585029116e-05, "loss": 0.0249, "relation_loss": 0.0017709581996314227, "selected_pairs": 27208.8, "state_query_norm": 42.50942840576172, "state_relation_loss": 0.00012078503059456124, "step": 18220, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0017709581996314227, "weighted_relation_loss": 0.0017709581996314227 }, { "action_query_norm": 40.481672286987305, "action_relation_loss": 0.001695373747497797, "auxiliary_loss_weight": 1.0, "epoch": 17.0533208606174, "flow_matching_loss": 0.023809762299060823, "grad_norm": 0.09543650597333908, "learning_rate": 3.650623878701204e-05, "loss": 0.0256, "relation_loss": 0.0018172165961004793, "selected_pairs": 27229.6, "state_query_norm": 42.49374656677246, "state_relation_loss": 0.00012184282240923494, "step": 18230, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0018172165961004793, "weighted_relation_loss": 0.0018172165961004793 }, { "action_query_norm": 40.52188949584961, "action_relation_loss": 0.0015853977529332042, "auxiliary_loss_weight": 1.0, "epoch": 17.06267539756782, "flow_matching_loss": 0.024578678235411645, "grad_norm": 0.10122368484735489, "learning_rate": 3.645317638518721e-05, "loss": 0.0263, "relation_loss": 0.0017134624067693949, "selected_pairs": 26947.0, "state_query_norm": 42.50536613464355, "state_relation_loss": 0.00012806466838810593, "step": 18240, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0017134624067693949, "weighted_relation_loss": 0.0017134624067693949 }, { "action_query_norm": 40.48731689453125, "action_relation_loss": 0.0016525265527889132, "auxiliary_loss_weight": 1.0, "epoch": 17.07202993451824, "flow_matching_loss": 0.024784772656857967, "grad_norm": 0.11922954022884369, "learning_rate": 3.640013044403046e-05, "loss": 0.0266, "relation_loss": 0.001770479104015976, "selected_pairs": 26506.6, "state_query_norm": 42.494528198242186, "state_relation_loss": 0.00011795255486504174, "step": 18250, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.001770479104015976, "weighted_relation_loss": 0.001770479104015976 }, { "action_query_norm": 40.51647872924805, "action_relation_loss": 0.0015798600274138153, "auxiliary_loss_weight": 1.0, "epoch": 17.081384471468663, "flow_matching_loss": 0.02505367323756218, "grad_norm": 0.10319089889526367, "learning_rate": 3.634710102799761e-05, "loss": 0.0268, "relation_loss": 0.001703980949241668, "selected_pairs": 26735.2, "state_query_norm": 42.5004280090332, "state_relation_loss": 0.0001241209276486188, "step": 18260, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.001703980949241668, "weighted_relation_loss": 0.001703980949241668 }, { "action_query_norm": 40.50779495239258, "action_relation_loss": 0.0015181029215455056, "auxiliary_loss_weight": 1.0, "epoch": 17.09073900841908, "flow_matching_loss": 0.023865779489278795, "grad_norm": 0.11724922060966492, "learning_rate": 3.6294088201524394e-05, "loss": 0.0255, "relation_loss": 0.001638985867612064, "selected_pairs": 26966.8, "state_query_norm": 42.49766883850098, "state_relation_loss": 0.00012088294315617531, "step": 18270, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.001638985867612064, "weighted_relation_loss": 0.001638985867612064 }, { "action_query_norm": 40.487453842163085, "action_relation_loss": 0.001609377155546099, "auxiliary_loss_weight": 1.0, "epoch": 17.100093545369504, "flow_matching_loss": 0.025441464595496656, "grad_norm": 0.11731721460819244, "learning_rate": 3.62410920290264e-05, "loss": 0.0272, "relation_loss": 0.0017336920485831798, "selected_pairs": 26620.9, "state_query_norm": 42.50129737854004, "state_relation_loss": 0.00012431487848516554, "step": 18280, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0017336920485831798, "weighted_relation_loss": 0.0017336920485831798 }, { "action_query_norm": 40.483689880371095, "action_relation_loss": 0.00162256034091115, "auxiliary_loss_weight": 1.0, "epoch": 17.109448082319926, "flow_matching_loss": 0.024362882226705553, "grad_norm": 0.11749549210071564, "learning_rate": 3.6188112574898954e-05, "loss": 0.0261, "relation_loss": 0.0017549775424413384, "selected_pairs": 26571.9, "state_query_norm": 42.49360389709473, "state_relation_loss": 0.00013241719861980527, "step": 18290, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0017549775424413384, "weighted_relation_loss": 0.0017549775424413384 }, { "action_query_norm": 40.46379508972168, "action_relation_loss": 0.0017508437391370534, "auxiliary_loss_weight": 1.0, "epoch": 17.118802619270348, "flow_matching_loss": 0.025880923308432103, "grad_norm": 0.1111496090888977, "learning_rate": 3.6135149903517115e-05, "loss": 0.0278, "relation_loss": 0.0018823671038262547, "selected_pairs": 26864.4, "state_query_norm": 42.49766883850098, "state_relation_loss": 0.00013152336250641384, "step": 18300, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0018823671038262547, "weighted_relation_loss": 0.0018823671038262547 }, { "action_query_norm": 40.50947570800781, "action_relation_loss": 0.001625297823920846, "auxiliary_loss_weight": 1.0, "epoch": 17.128157156220766, "flow_matching_loss": 0.0260204428806901, "grad_norm": 0.1475355327129364, "learning_rate": 3.608220407923552e-05, "loss": 0.0278, "relation_loss": 0.0017470911610871554, "selected_pairs": 26574.4, "state_query_norm": 42.48075866699219, "state_relation_loss": 0.00012179335753899067, "step": 18310, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0017470911610871554, "weighted_relation_loss": 0.0017470911610871554 }, { "action_query_norm": 40.49874420166016, "action_relation_loss": 0.001543927297461778, "auxiliary_loss_weight": 1.0, "epoch": 17.137511693171188, "flow_matching_loss": 0.024918897077441216, "grad_norm": 0.11277732998132706, "learning_rate": 3.602927516638833e-05, "loss": 0.0266, "relation_loss": 0.0016652503865770996, "selected_pairs": 27247.5, "state_query_norm": 42.5033878326416, "state_relation_loss": 0.00012132309202570469, "step": 18320, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0016652503865770996, "weighted_relation_loss": 0.0016652503865770996 }, { "action_query_norm": 40.47541885375976, "action_relation_loss": 0.0017104538623243571, "auxiliary_loss_weight": 1.0, "epoch": 17.14686623012161, "flow_matching_loss": 0.022486979700624944, "grad_norm": 0.11089383810758591, "learning_rate": 3.5976363229289165e-05, "loss": 0.0243, "relation_loss": 0.0018336323439143599, "selected_pairs": 27034.1, "state_query_norm": 42.48265495300293, "state_relation_loss": 0.00012317847285885363, "step": 18330, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0018336323439143599, "weighted_relation_loss": 0.0018336323439143599 }, { "action_query_norm": 40.47759742736817, "action_relation_loss": 0.0016490682261064648, "auxiliary_loss_weight": 1.0, "epoch": 17.15622076707203, "flow_matching_loss": 0.02376182470470667, "grad_norm": 0.1266685128211975, "learning_rate": 3.5923468332231e-05, "loss": 0.0255, "relation_loss": 0.0017640728037804365, "selected_pairs": 26848.3, "state_query_norm": 42.49208068847656, "state_relation_loss": 0.00011500458858790808, "step": 18340, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0017640728037804365, "weighted_relation_loss": 0.0017640728037804365 }, { "action_query_norm": 40.48099708557129, "action_relation_loss": 0.0016066954820416867, "auxiliary_loss_weight": 1.0, "epoch": 17.16557530402245, "flow_matching_loss": 0.024479449726641178, "grad_norm": 0.10287836194038391, "learning_rate": 3.587059053948616e-05, "loss": 0.0262, "relation_loss": 0.0017331744660623372, "selected_pairs": 27015.3, "state_query_norm": 42.47647132873535, "state_relation_loss": 0.0001264789614651818, "step": 18350, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0017331744660623372, "weighted_relation_loss": 0.0017331744660623372 }, { "action_query_norm": 40.45982360839844, "action_relation_loss": 0.0015863032662309707, "auxiliary_loss_weight": 1.0, "epoch": 17.174929840972872, "flow_matching_loss": 0.025996856018900873, "grad_norm": 0.10655108094215393, "learning_rate": 3.5817729915306134e-05, "loss": 0.0277, "relation_loss": 0.0017068804008886218, "selected_pairs": 26570.7, "state_query_norm": 42.483707427978516, "state_relation_loss": 0.00012057714702677913, "step": 18360, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0017068804008886218, "weighted_relation_loss": 0.0017068804008886218 }, { "action_query_norm": 40.459665298461914, "action_relation_loss": 0.001689647464081645, "auxiliary_loss_weight": 1.0, "epoch": 17.184284377923294, "flow_matching_loss": 0.02290422860532999, "grad_norm": 0.11559829115867615, "learning_rate": 3.5764886523921566e-05, "loss": 0.0247, "relation_loss": 0.001809407293330878, "selected_pairs": 26692.0, "state_query_norm": 42.49685478210449, "state_relation_loss": 0.00011975982488365844, "step": 18370, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.001809407293330878, "weighted_relation_loss": 0.001809407293330878 }, { "action_query_norm": 40.45332794189453, "action_relation_loss": 0.0016896325978450477, "auxiliary_loss_weight": 1.0, "epoch": 17.193638914873713, "flow_matching_loss": 0.025361070595681667, "grad_norm": 0.1097194105386734, "learning_rate": 3.571206042954214e-05, "loss": 0.0272, "relation_loss": 0.0018069295678287745, "selected_pairs": 27058.9, "state_query_norm": 42.475168228149414, "state_relation_loss": 0.00011729694306268356, "step": 18380, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0018069295678287745, "weighted_relation_loss": 0.0018069295678287745 }, { "action_query_norm": 40.43770523071289, "action_relation_loss": 0.0016293583437800407, "auxiliary_loss_weight": 1.0, "epoch": 17.202993451824135, "flow_matching_loss": 0.023693242855370045, "grad_norm": 0.12005852907896042, "learning_rate": 3.5659251696356566e-05, "loss": 0.0254, "relation_loss": 0.00174243951914832, "selected_pairs": 26925.7, "state_query_norm": 42.494439697265626, "state_relation_loss": 0.00011308117464068346, "step": 18390, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.00174243951914832, "weighted_relation_loss": 0.00174243951914832 }, { "action_query_norm": 40.49277610778809, "action_relation_loss": 0.0015555876307189465, "auxiliary_loss_weight": 1.0, "epoch": 17.212347988774557, "flow_matching_loss": 0.023301079869270325, "grad_norm": 0.08601748198270798, "learning_rate": 3.56064603885324e-05, "loss": 0.025, "relation_loss": 0.001678171439561993, "selected_pairs": 26805.2, "state_query_norm": 42.48070030212402, "state_relation_loss": 0.00012258380302228035, "step": 18400, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001678171439561993, "weighted_relation_loss": 0.001678171439561993 }, { "action_query_norm": 40.43797225952149, "action_relation_loss": 0.0015969278756529093, "auxiliary_loss_weight": 1.0, "epoch": 17.221702525724975, "flow_matching_loss": 0.023644811287522317, "grad_norm": 0.1212480291724205, "learning_rate": 3.5553686570216115e-05, "loss": 0.0254, "relation_loss": 0.0017214712454006076, "selected_pairs": 25846.2, "state_query_norm": 42.468309783935545, "state_relation_loss": 0.00012454336756491103, "step": 18410, "valid_action_samples": 227.8, "weighted_auxiliary_loss": 0.0017214712454006076, "weighted_relation_loss": 0.0017214712454006076 }, { "action_query_norm": 40.43898735046387, "action_relation_loss": 0.0016694544348865748, "auxiliary_loss_weight": 1.0, "epoch": 17.231057062675397, "flow_matching_loss": 0.025391456112265585, "grad_norm": 0.08279528468847275, "learning_rate": 3.550093030553284e-05, "loss": 0.0272, "relation_loss": 0.0017950162058696152, "selected_pairs": 26986.4, "state_query_norm": 42.478803634643555, "state_relation_loss": 0.00012556178189697674, "step": 18420, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0017950162058696152, "weighted_relation_loss": 0.0017950162058696152 }, { "action_query_norm": 40.46444320678711, "action_relation_loss": 0.001588511560112238, "auxiliary_loss_weight": 1.0, "epoch": 17.24041159962582, "flow_matching_loss": 0.024498171359300613, "grad_norm": 0.08234690874814987, "learning_rate": 3.544819165858642e-05, "loss": 0.0262, "relation_loss": 0.0017114644986577332, "selected_pairs": 26486.2, "state_query_norm": 42.481344604492186, "state_relation_loss": 0.00012295295382500627, "step": 18430, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0017114644986577332, "weighted_relation_loss": 0.0017114644986577332 }, { "action_query_norm": 40.48366928100586, "action_relation_loss": 0.001547913404647261, "auxiliary_loss_weight": 1.0, "epoch": 17.24976613657624, "flow_matching_loss": 0.02501243185251951, "grad_norm": 0.10232463479042053, "learning_rate": 3.539547069345926e-05, "loss": 0.0267, "relation_loss": 0.0016681751701980829, "selected_pairs": 27104.0, "state_query_norm": 42.48874397277832, "state_relation_loss": 0.0001202617640956305, "step": 18440, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0016681751701980829, "weighted_relation_loss": 0.0016681751701980829 }, { "action_query_norm": 40.44849166870117, "action_relation_loss": 0.0016503558028489352, "auxiliary_loss_weight": 1.0, "epoch": 17.25912067352666, "flow_matching_loss": 0.023950277641415597, "grad_norm": 0.09576813131570816, "learning_rate": 3.5342767474212344e-05, "loss": 0.0257, "relation_loss": 0.0017686138860881328, "selected_pairs": 27639.2, "state_query_norm": 42.47244148254394, "state_relation_loss": 0.00011825806504930369, "step": 18450, "valid_action_samples": 235.6, "weighted_auxiliary_loss": 0.0017686138860881328, "weighted_relation_loss": 0.0017686138860881328 }, { "action_query_norm": 40.41444320678711, "action_relation_loss": 0.0016138553619384766, "auxiliary_loss_weight": 1.0, "epoch": 17.26847521047708, "flow_matching_loss": 0.02394891865551472, "grad_norm": 0.11469753086566925, "learning_rate": 3.529008206488502e-05, "loss": 0.0257, "relation_loss": 0.0017360964324325324, "selected_pairs": 27262.2, "state_query_norm": 42.47697105407715, "state_relation_loss": 0.00012224109086673708, "step": 18460, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0017360964324325324, "weighted_relation_loss": 0.0017360964324325324 }, { "action_query_norm": 40.385922241210935, "action_relation_loss": 0.0016104597714729607, "auxiliary_loss_weight": 1.0, "epoch": 17.277829747427504, "flow_matching_loss": 0.023754271492362023, "grad_norm": 0.10844732820987701, "learning_rate": 3.5237414529495055e-05, "loss": 0.0255, "relation_loss": 0.001730529498308897, "selected_pairs": 26790.1, "state_query_norm": 42.45723114013672, "state_relation_loss": 0.00012006972829112784, "step": 18470, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.001730529498308897, "weighted_relation_loss": 0.001730529498308897 }, { "action_query_norm": 40.405975341796875, "action_relation_loss": 0.00167800314957276, "auxiliary_loss_weight": 1.0, "epoch": 17.287184284377922, "flow_matching_loss": 0.021805070526897907, "grad_norm": 0.11318787187337875, "learning_rate": 3.5184764932038454e-05, "loss": 0.0236, "relation_loss": 0.0017968939384445548, "selected_pairs": 26943.2, "state_query_norm": 42.47040710449219, "state_relation_loss": 0.00011889079469256103, "step": 18480, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0017968939384445548, "weighted_relation_loss": 0.0017968939384445548 }, { "action_query_norm": 40.433636856079104, "action_relation_loss": 0.0015892748604528606, "auxiliary_loss_weight": 1.0, "epoch": 17.296538821328344, "flow_matching_loss": 0.02526837233453989, "grad_norm": 0.09652428328990936, "learning_rate": 3.513213333648945e-05, "loss": 0.027, "relation_loss": 0.0017083571176044643, "selected_pairs": 26824.5, "state_query_norm": 42.46520805358887, "state_relation_loss": 0.00011908224914805032, "step": 18490, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0017083571176044643, "weighted_relation_loss": 0.0017083571176044643 }, { "action_query_norm": 40.4916934967041, "action_relation_loss": 0.001586211286485195, "auxiliary_loss_weight": 1.0, "epoch": 17.305893358278766, "flow_matching_loss": 0.02299812566488981, "grad_norm": 0.11504559963941574, "learning_rate": 3.5079519806800374e-05, "loss": 0.0247, "relation_loss": 0.0017045745975337923, "selected_pairs": 26961.5, "state_query_norm": 42.47166366577149, "state_relation_loss": 0.00011836330668302253, "step": 18500, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0017045745975337923, "weighted_relation_loss": 0.0017045745975337923 }, { "action_query_norm": 40.44262199401855, "action_relation_loss": 0.001568022696301341, "auxiliary_loss_weight": 1.0, "epoch": 17.315247895229184, "flow_matching_loss": 0.025163339264690877, "grad_norm": 0.13999277353286743, "learning_rate": 3.502692440690165e-05, "loss": 0.0268, "relation_loss": 0.0016848577070049942, "selected_pairs": 26711.1, "state_query_norm": 42.46247482299805, "state_relation_loss": 0.00011683500342769548, "step": 18510, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0016848577070049942, "weighted_relation_loss": 0.0016848577070049942 }, { "action_query_norm": 40.45154914855957, "action_relation_loss": 0.0015704550431109964, "auxiliary_loss_weight": 1.0, "epoch": 17.324602432179606, "flow_matching_loss": 0.02481807377189398, "grad_norm": 0.1025475338101387, "learning_rate": 3.497434720070165e-05, "loss": 0.0265, "relation_loss": 0.0016906521399505437, "selected_pairs": 27124.8, "state_query_norm": 42.45951538085937, "state_relation_loss": 0.0001201970866532065, "step": 18520, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0016906521399505437, "weighted_relation_loss": 0.0016906521399505437 }, { "action_query_norm": 40.442508697509766, "action_relation_loss": 0.0015953590744175016, "auxiliary_loss_weight": 1.0, "epoch": 17.33395696913003, "flow_matching_loss": 0.02457695472985506, "grad_norm": 0.097411148250103, "learning_rate": 3.4921788252086616e-05, "loss": 0.0263, "relation_loss": 0.0017146166879683732, "selected_pairs": 26673.5, "state_query_norm": 42.46067733764649, "state_relation_loss": 0.00011925762955797837, "step": 18530, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0017146166879683732, "weighted_relation_loss": 0.0017146166879683732 }, { "action_query_norm": 40.43304557800293, "action_relation_loss": 0.0015803691232576967, "auxiliary_loss_weight": 1.0, "epoch": 17.34331150608045, "flow_matching_loss": 0.024309279024600984, "grad_norm": 0.09920907020568848, "learning_rate": 3.486924762492065e-05, "loss": 0.026, "relation_loss": 0.001691051316447556, "selected_pairs": 27406.1, "state_query_norm": 42.47876319885254, "state_relation_loss": 0.00011068218518630601, "step": 18540, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.001691051316447556, "weighted_relation_loss": 0.001691051316447556 }, { "action_query_norm": 40.45908126831055, "action_relation_loss": 0.0015907708439044654, "auxiliary_loss_weight": 1.0, "epoch": 17.35266604303087, "flow_matching_loss": 0.024013804271817207, "grad_norm": 0.09794753789901733, "learning_rate": 3.4816725383045534e-05, "loss": 0.0257, "relation_loss": 0.0017055312055163085, "selected_pairs": 27017.8, "state_query_norm": 42.46637077331543, "state_relation_loss": 0.0001147603521530982, "step": 18550, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0017055312055163085, "weighted_relation_loss": 0.0017055312055163085 }, { "action_query_norm": 40.41128387451172, "action_relation_loss": 0.001599963754415512, "auxiliary_loss_weight": 1.0, "epoch": 17.36202057998129, "flow_matching_loss": 0.024706477671861647, "grad_norm": 0.1044294685125351, "learning_rate": 3.476422159028079e-05, "loss": 0.0264, "relation_loss": 0.001724233035929501, "selected_pairs": 26832.8, "state_query_norm": 42.45659637451172, "state_relation_loss": 0.00012426928806235081, "step": 18560, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.001724233035929501, "weighted_relation_loss": 0.001724233035929501 }, { "action_query_norm": 40.44753532409668, "action_relation_loss": 0.0015528055955655873, "auxiliary_loss_weight": 1.0, "epoch": 17.371375116931713, "flow_matching_loss": 0.023506592586636545, "grad_norm": 0.12870633602142334, "learning_rate": 3.471173631042345e-05, "loss": 0.0252, "relation_loss": 0.0016756168683059514, "selected_pairs": 27248.1, "state_query_norm": 42.460577392578124, "state_relation_loss": 0.00012281127856113018, "step": 18570, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0016756168683059514, "weighted_relation_loss": 0.0016756168683059514 }, { "action_query_norm": 40.41986351013183, "action_relation_loss": 0.0016799465753138064, "auxiliary_loss_weight": 1.0, "epoch": 17.38072965388213, "flow_matching_loss": 0.024291733279824257, "grad_norm": 0.13808754086494446, "learning_rate": 3.465926960724808e-05, "loss": 0.0261, "relation_loss": 0.0017987402039580046, "selected_pairs": 26944.1, "state_query_norm": 42.457132720947264, "state_relation_loss": 0.00011879361263709143, "step": 18580, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0017987402039580046, "weighted_relation_loss": 0.0017987402039580046 }, { "action_query_norm": 40.37553443908691, "action_relation_loss": 0.0015692711691372096, "auxiliary_loss_weight": 1.0, "epoch": 17.390084190832553, "flow_matching_loss": 0.02288933489471674, "grad_norm": 0.09852629154920578, "learning_rate": 3.460682154450666e-05, "loss": 0.0246, "relation_loss": 0.0016840771771967412, "selected_pairs": 26937.2, "state_query_norm": 42.453189086914065, "state_relation_loss": 0.00011480600587674417, "step": 18590, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0016840771771967412, "weighted_relation_loss": 0.0016840771771967412 }, { "action_query_norm": 40.420708084106444, "action_relation_loss": 0.0016288113896735013, "auxiliary_loss_weight": 1.0, "epoch": 17.399438727782975, "flow_matching_loss": 0.0248952466994524, "grad_norm": 0.1293834149837494, "learning_rate": 3.4554392185928564e-05, "loss": 0.0266, "relation_loss": 0.0017421136260963976, "selected_pairs": 26597.6, "state_query_norm": 42.45585899353027, "state_relation_loss": 0.00011330221677781082, "step": 18600, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0017421136260963976, "weighted_relation_loss": 0.0017421136260963976 }, { "action_query_norm": 40.364127731323244, "action_relation_loss": 0.0016261338139884173, "auxiliary_loss_weight": 1.0, "epoch": 17.408793264733397, "flow_matching_loss": 0.02523853313177824, "grad_norm": 0.13300971686840057, "learning_rate": 3.450198159522037e-05, "loss": 0.027, "relation_loss": 0.001748342183418572, "selected_pairs": 26620.9, "state_query_norm": 42.45091857910156, "state_relation_loss": 0.0001222083708853461, "step": 18610, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.001748342183418572, "weighted_relation_loss": 0.001748342183418572 }, { "action_query_norm": 40.379634094238284, "action_relation_loss": 0.001589604129549116, "auxiliary_loss_weight": 1.0, "epoch": 17.418147801683816, "flow_matching_loss": 0.02301280777901411, "grad_norm": 0.1255439966917038, "learning_rate": 3.444958983606592e-05, "loss": 0.0247, "relation_loss": 0.0017087597865611316, "selected_pairs": 27264.3, "state_query_norm": 42.444388961791994, "state_relation_loss": 0.0001191556584672071, "step": 18620, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0017087597865611316, "weighted_relation_loss": 0.0017087597865611316 }, { "action_query_norm": 40.36450386047363, "action_relation_loss": 0.0015542337205260992, "auxiliary_loss_weight": 1.0, "epoch": 17.427502338634238, "flow_matching_loss": 0.024069728888571264, "grad_norm": 0.1473388969898224, "learning_rate": 3.439721697212612e-05, "loss": 0.0257, "relation_loss": 0.0016622619819827377, "selected_pairs": 26484.2, "state_query_norm": 42.4505558013916, "state_relation_loss": 0.00010802825781865976, "step": 18630, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0016622619819827377, "weighted_relation_loss": 0.0016622619819827377 }, { "action_query_norm": 40.34805679321289, "action_relation_loss": 0.0016172958770766855, "auxiliary_loss_weight": 1.0, "epoch": 17.43685687558466, "flow_matching_loss": 0.022911952435970308, "grad_norm": 0.08533389121294022, "learning_rate": 3.4344863067038954e-05, "loss": 0.0246, "relation_loss": 0.0017337617464363575, "selected_pairs": 27013.4, "state_query_norm": 42.45719528198242, "state_relation_loss": 0.00011646587736322545, "step": 18640, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0017337617464363575, "weighted_relation_loss": 0.0017337617464363575 }, { "action_query_norm": 40.388597869873045, "action_relation_loss": 0.00156362367561087, "auxiliary_loss_weight": 1.0, "epoch": 17.446211412535078, "flow_matching_loss": 0.02441699169576168, "grad_norm": 0.10101891309022903, "learning_rate": 3.429252818441935e-05, "loss": 0.0261, "relation_loss": 0.0016829847358167172, "selected_pairs": 27164.1, "state_query_norm": 42.44886360168457, "state_relation_loss": 0.00011936104347114452, "step": 18650, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0016829847358167172, "weighted_relation_loss": 0.0016829847358167172 }, { "action_query_norm": 40.37818298339844, "action_relation_loss": 0.0015452981577254831, "auxiliary_loss_weight": 1.0, "epoch": 17.4555659494855, "flow_matching_loss": 0.02444200646132231, "grad_norm": 0.09400040656328201, "learning_rate": 3.4240212387859094e-05, "loss": 0.0261, "relation_loss": 0.001665373332798481, "selected_pairs": 26848.0, "state_query_norm": 42.439854049682616, "state_relation_loss": 0.00012007517361780628, "step": 18660, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001665373332798481, "weighted_relation_loss": 0.001665373332798481 }, { "action_query_norm": 40.447827911376955, "action_relation_loss": 0.0015371736022643744, "auxiliary_loss_weight": 1.0, "epoch": 17.464920486435922, "flow_matching_loss": 0.025710353814065456, "grad_norm": 0.08183760195970535, "learning_rate": 3.418791574092686e-05, "loss": 0.0274, "relation_loss": 0.0016556105809286236, "selected_pairs": 27369.4, "state_query_norm": 42.44631233215332, "state_relation_loss": 0.00011843696120195091, "step": 18670, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0016556105809286236, "weighted_relation_loss": 0.0016556105809286236 }, { "action_query_norm": 40.41254997253418, "action_relation_loss": 0.0015506939613260328, "auxiliary_loss_weight": 1.0, "epoch": 17.474275023386344, "flow_matching_loss": 0.0239560229703784, "grad_norm": 0.12035845220088959, "learning_rate": 3.413563830716796e-05, "loss": 0.0256, "relation_loss": 0.0016665791394189, "selected_pairs": 26993.8, "state_query_norm": 42.442787170410156, "state_relation_loss": 0.00011588519992073998, "step": 18680, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0016665791394189, "weighted_relation_loss": 0.0016665791394189 }, { "action_query_norm": 40.33022003173828, "action_relation_loss": 0.0016492470516823233, "auxiliary_loss_weight": 1.0, "epoch": 17.483629560336762, "flow_matching_loss": 0.025069624558091162, "grad_norm": 0.1031174287199974, "learning_rate": 3.408338015010445e-05, "loss": 0.0268, "relation_loss": 0.001763138989917934, "selected_pairs": 26410.1, "state_query_norm": 42.42908782958985, "state_relation_loss": 0.00011389195351512172, "step": 18690, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.001763138989917934, "weighted_relation_loss": 0.001763138989917934 }, { "action_query_norm": 40.39941520690918, "action_relation_loss": 0.0015479662572033704, "auxiliary_loss_weight": 1.0, "epoch": 17.492984097287184, "flow_matching_loss": 0.024793009273707867, "grad_norm": 0.08329135924577713, "learning_rate": 3.40311413332349e-05, "loss": 0.0264, "relation_loss": 0.0016565996455028653, "selected_pairs": 27367.3, "state_query_norm": 42.447780227661134, "state_relation_loss": 0.00010863340212381445, "step": 18700, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0016565996455028653, "weighted_relation_loss": 0.0016565996455028653 }, { "action_query_norm": 40.35207824707031, "action_relation_loss": 0.001656209712382406, "auxiliary_loss_weight": 1.0, "epoch": 17.502338634237606, "flow_matching_loss": 0.023554310388863086, "grad_norm": 0.09129375964403152, "learning_rate": 3.3978921920034365e-05, "loss": 0.0253, "relation_loss": 0.0017637064796872438, "selected_pairs": 26653.3, "state_query_norm": 42.44151268005371, "state_relation_loss": 0.00010749675493570976, "step": 18710, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0017637064796872438, "weighted_relation_loss": 0.0017637064796872438 }, { "action_query_norm": 40.3886043548584, "action_relation_loss": 0.0016391026554629206, "auxiliary_loss_weight": 1.0, "epoch": 17.511693171188025, "flow_matching_loss": 0.022446645237505437, "grad_norm": 0.11787080764770508, "learning_rate": 3.392672197395441e-05, "loss": 0.0242, "relation_loss": 0.001751025568228215, "selected_pairs": 26851.6, "state_query_norm": 42.445582962036134, "state_relation_loss": 0.00011192291713086888, "step": 18720, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001751025568228215, "weighted_relation_loss": 0.001751025568228215 }, { "action_query_norm": 40.330055236816406, "action_relation_loss": 0.0016895493376068772, "auxiliary_loss_weight": 1.0, "epoch": 17.521047708138447, "flow_matching_loss": 0.023028735257685184, "grad_norm": 0.15814511477947235, "learning_rate": 3.387454155842287e-05, "loss": 0.0248, "relation_loss": 0.0018058740766718983, "selected_pairs": 26643.4, "state_query_norm": 42.4318042755127, "state_relation_loss": 0.00011632472014753149, "step": 18730, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0018058740766718983, "weighted_relation_loss": 0.0018058740766718983 }, { "action_query_norm": 40.31231155395508, "action_relation_loss": 0.0015680119744502009, "auxiliary_loss_weight": 1.0, "epoch": 17.53040224508887, "flow_matching_loss": 0.023568779230117798, "grad_norm": 0.10253424197435379, "learning_rate": 3.382238073684386e-05, "loss": 0.0253, "relation_loss": 0.0016874399618245662, "selected_pairs": 26969.5, "state_query_norm": 42.43158378601074, "state_relation_loss": 0.00011942799974349328, "step": 18740, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0016874399618245662, "weighted_relation_loss": 0.0016874399618245662 }, { "action_query_norm": 40.388261032104495, "action_relation_loss": 0.0015556482248939574, "auxiliary_loss_weight": 1.0, "epoch": 17.53975678203929, "flow_matching_loss": 0.023186166398227216, "grad_norm": 0.09975621849298477, "learning_rate": 3.377023957259771e-05, "loss": 0.0249, "relation_loss": 0.0016687142313458025, "selected_pairs": 27088.0, "state_query_norm": 42.435120010375975, "state_relation_loss": 0.00011306601954856888, "step": 18750, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0016687142313458025, "weighted_relation_loss": 0.0016687142313458025 }, { "action_query_norm": 40.39969596862793, "action_relation_loss": 0.0015254130470566452, "auxiliary_loss_weight": 1.0, "epoch": 17.54911131898971, "flow_matching_loss": 0.02362998928874731, "grad_norm": 0.10135731846094131, "learning_rate": 3.3718118129040835e-05, "loss": 0.0253, "relation_loss": 0.0016404670546762644, "selected_pairs": 27180.2, "state_query_norm": 42.43324165344238, "state_relation_loss": 0.00011505400252644903, "step": 18760, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0016404670546762644, "weighted_relation_loss": 0.0016404670546762644 }, { "action_query_norm": 40.384230041503905, "action_relation_loss": 0.0016181834740564226, "auxiliary_loss_weight": 1.0, "epoch": 17.55846585594013, "flow_matching_loss": 0.02218532133847475, "grad_norm": 0.08722779899835587, "learning_rate": 3.3666016469505724e-05, "loss": 0.0239, "relation_loss": 0.0017359668505378067, "selected_pairs": 26943.6, "state_query_norm": 42.43015060424805, "state_relation_loss": 0.00011778337939176709, "step": 18770, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0017359668505378067, "weighted_relation_loss": 0.0017359668505378067 }, { "action_query_norm": 40.397400283813475, "action_relation_loss": 0.001548596960492432, "auxiliary_loss_weight": 1.0, "epoch": 17.567820392890553, "flow_matching_loss": 0.022575392946600915, "grad_norm": 0.08495713025331497, "learning_rate": 3.361393465730079e-05, "loss": 0.0242, "relation_loss": 0.0016604706062935293, "selected_pairs": 26875.8, "state_query_norm": 42.44436874389648, "state_relation_loss": 0.00011187365598743781, "step": 18780, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0016604706062935293, "weighted_relation_loss": 0.0016604706062935293 }, { "action_query_norm": 40.3536792755127, "action_relation_loss": 0.0016623802599497139, "auxiliary_loss_weight": 1.0, "epoch": 17.57717492984097, "flow_matching_loss": 0.025910444930195807, "grad_norm": 0.14062926173210144, "learning_rate": 3.3561872755710366e-05, "loss": 0.0277, "relation_loss": 0.0017786088166758419, "selected_pairs": 26922.0, "state_query_norm": 42.446724319458006, "state_relation_loss": 0.00011622854799497873, "step": 18790, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0017786088166758419, "weighted_relation_loss": 0.0017786088166758419 }, { "action_query_norm": 40.355686569213866, "action_relation_loss": 0.0015462051494978368, "auxiliary_loss_weight": 1.0, "epoch": 17.586529466791394, "flow_matching_loss": 0.02404873538762331, "grad_norm": 0.08607503026723862, "learning_rate": 3.350983082799456e-05, "loss": 0.0257, "relation_loss": 0.001669105002656579, "selected_pairs": 26780.2, "state_query_norm": 42.425391006469724, "state_relation_loss": 0.00012289984442759305, "step": 18800, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.001669105002656579, "weighted_relation_loss": 0.001669105002656579 }, { "action_query_norm": 40.31562271118164, "action_relation_loss": 0.001627753011416644, "auxiliary_loss_weight": 1.0, "epoch": 17.595884003741816, "flow_matching_loss": 0.022445878200232982, "grad_norm": 0.09426531940698624, "learning_rate": 3.34578089373892e-05, "loss": 0.0242, "relation_loss": 0.0017425749567337335, "selected_pairs": 26756.7, "state_query_norm": 42.425223159790036, "state_relation_loss": 0.00011482195914140903, "step": 18810, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0017425749567337335, "weighted_relation_loss": 0.0017425749567337335 }, { "action_query_norm": 40.38239936828613, "action_relation_loss": 0.0015396129572764039, "auxiliary_loss_weight": 1.0, "epoch": 17.605238540692234, "flow_matching_loss": 0.021916012465953826, "grad_norm": 0.14619629085063934, "learning_rate": 3.340580714710581e-05, "loss": 0.0236, "relation_loss": 0.0016568695777095855, "selected_pairs": 26800.5, "state_query_norm": 42.432919311523435, "state_relation_loss": 0.00011725660442607477, "step": 18820, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0016568695777095855, "weighted_relation_loss": 0.0016568695777095855 }, { "action_query_norm": 40.404794692993164, "action_relation_loss": 0.0015204150113277137, "auxiliary_loss_weight": 1.0, "epoch": 17.614593077642656, "flow_matching_loss": 0.02359054945409298, "grad_norm": 0.08718792349100113, "learning_rate": 3.3353825520331466e-05, "loss": 0.0252, "relation_loss": 0.0016367596108466387, "selected_pairs": 27627.5, "state_query_norm": 42.41774063110351, "state_relation_loss": 0.00011634460825007408, "step": 18830, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.0016367596108466387, "weighted_relation_loss": 0.0016367596108466387 }, { "action_query_norm": 40.31706504821777, "action_relation_loss": 0.0015754476189613342, "auxiliary_loss_weight": 1.0, "epoch": 17.623947614593078, "flow_matching_loss": 0.022952424921095373, "grad_norm": 0.08608204126358032, "learning_rate": 3.330186412022876e-05, "loss": 0.0246, "relation_loss": 0.0016919389367103578, "selected_pairs": 26158.0, "state_query_norm": 42.42121887207031, "state_relation_loss": 0.00011649134030449204, "step": 18840, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0016919389367103578, "weighted_relation_loss": 0.0016919389367103578 }, { "action_query_norm": 40.344783782958984, "action_relation_loss": 0.0015479050227440894, "auxiliary_loss_weight": 1.0, "epoch": 17.6333021515435, "flow_matching_loss": 0.02138214763253927, "grad_norm": 0.14606650173664093, "learning_rate": 3.324992300993568e-05, "loss": 0.023, "relation_loss": 0.001664687437005341, "selected_pairs": 26622.7, "state_query_norm": 42.40609283447266, "state_relation_loss": 0.00011678242444759234, "step": 18850, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.001664687437005341, "weighted_relation_loss": 0.001664687437005341 }, { "action_query_norm": 40.310794067382815, "action_relation_loss": 0.0015940899029374123, "auxiliary_loss_weight": 1.0, "epoch": 17.64265668849392, "flow_matching_loss": 0.022889823652803898, "grad_norm": 0.10012976825237274, "learning_rate": 3.319800225256556e-05, "loss": 0.0246, "relation_loss": 0.0017049534479156136, "selected_pairs": 26768.6, "state_query_norm": 42.418688201904295, "state_relation_loss": 0.00011086355079896748, "step": 18860, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0017049534479156136, "weighted_relation_loss": 0.0017049534479156136 }, { "action_query_norm": 40.33033294677735, "action_relation_loss": 0.0015158918569795788, "auxiliary_loss_weight": 1.0, "epoch": 17.65201122544434, "flow_matching_loss": 0.023427916504442692, "grad_norm": 0.11405982077121735, "learning_rate": 3.314610191120702e-05, "loss": 0.0251, "relation_loss": 0.001626386446878314, "selected_pairs": 26481.6, "state_query_norm": 42.41748313903808, "state_relation_loss": 0.00011049457680201158, "step": 18870, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.001626386446878314, "weighted_relation_loss": 0.001626386446878314 }, { "action_query_norm": 40.327871322631836, "action_relation_loss": 0.0015297221951186657, "auxiliary_loss_weight": 1.0, "epoch": 17.661365762394762, "flow_matching_loss": 0.023801141418516636, "grad_norm": 0.12186632305383682, "learning_rate": 3.30942220489239e-05, "loss": 0.0254, "relation_loss": 0.0016443599481135607, "selected_pairs": 26968.2, "state_query_norm": 42.414516830444335, "state_relation_loss": 0.00011463773698778823, "step": 18880, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0016443599481135607, "weighted_relation_loss": 0.0016443599481135607 }, { "action_query_norm": 40.33102531433106, "action_relation_loss": 0.0015310813556425273, "auxiliary_loss_weight": 1.0, "epoch": 17.67072029934518, "flow_matching_loss": 0.02390899509191513, "grad_norm": 0.08918683230876923, "learning_rate": 3.3042362728755086e-05, "loss": 0.0256, "relation_loss": 0.0016562373260967434, "selected_pairs": 26341.2, "state_query_norm": 42.39475936889649, "state_relation_loss": 0.00012515597627498208, "step": 18890, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0016562373260967434, "weighted_relation_loss": 0.0016562373260967434 }, { "action_query_norm": 40.30926322937012, "action_relation_loss": 0.001534457434900105, "auxiliary_loss_weight": 1.0, "epoch": 17.680074836295603, "flow_matching_loss": 0.0236514613032341, "grad_norm": 0.08420528471469879, "learning_rate": 3.299052401371456e-05, "loss": 0.0253, "relation_loss": 0.001647778193000704, "selected_pairs": 27047.0, "state_query_norm": 42.430219650268555, "state_relation_loss": 0.00011332076537655667, "step": 18900, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.001647778193000704, "weighted_relation_loss": 0.001647778193000704 }, { "action_query_norm": 40.33830871582031, "action_relation_loss": 0.0014944328228011726, "auxiliary_loss_weight": 1.0, "epoch": 17.689429373246025, "flow_matching_loss": 0.022574184648692607, "grad_norm": 0.10669031739234924, "learning_rate": 3.293870596679125e-05, "loss": 0.0242, "relation_loss": 0.0016123245004564524, "selected_pairs": 27290.8, "state_query_norm": 42.41087455749512, "state_relation_loss": 0.0001178916747448966, "step": 18910, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0016123245004564524, "weighted_relation_loss": 0.0016123245004564524 }, { "action_query_norm": 40.337266540527345, "action_relation_loss": 0.0016607390833087265, "auxiliary_loss_weight": 1.0, "epoch": 17.698783910196447, "flow_matching_loss": 0.02465057000517845, "grad_norm": 0.12261343002319336, "learning_rate": 3.288690865094895e-05, "loss": 0.0264, "relation_loss": 0.001777370204217732, "selected_pairs": 27160.7, "state_query_norm": 42.41219520568848, "state_relation_loss": 0.00011663111945381388, "step": 18920, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001777370204217732, "weighted_relation_loss": 0.001777370204217732 }, { "action_query_norm": 40.31446990966797, "action_relation_loss": 0.0016700868145562708, "auxiliary_loss_weight": 1.0, "epoch": 17.708138447146865, "flow_matching_loss": 0.024441079422831535, "grad_norm": 0.09917941689491272, "learning_rate": 3.283513212912632e-05, "loss": 0.0262, "relation_loss": 0.0017848656629212202, "selected_pairs": 26593.2, "state_query_norm": 42.417297744750975, "state_relation_loss": 0.00011477886218926869, "step": 18930, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0017848656629212202, "weighted_relation_loss": 0.0017848656629212202 }, { "action_query_norm": 40.3358699798584, "action_relation_loss": 0.0015347125707194209, "auxiliary_loss_weight": 1.0, "epoch": 17.717492984097287, "flow_matching_loss": 0.02457629833370447, "grad_norm": 0.087371826171875, "learning_rate": 3.2783376464236684e-05, "loss": 0.0262, "relation_loss": 0.001648886175826192, "selected_pairs": 26803.4, "state_query_norm": 42.39642486572266, "state_relation_loss": 0.00011417359710321761, "step": 18940, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001648886175826192, "weighted_relation_loss": 0.001648886175826192 }, { "action_query_norm": 40.322392272949216, "action_relation_loss": 0.0016401289496570826, "auxiliary_loss_weight": 1.0, "epoch": 17.72684752104771, "flow_matching_loss": 0.022722463682293893, "grad_norm": 0.12822848558425903, "learning_rate": 3.273164171916806e-05, "loss": 0.0245, "relation_loss": 0.0017561507644131779, "selected_pairs": 26943.3, "state_query_norm": 42.406669235229494, "state_relation_loss": 0.00011602180529735051, "step": 18950, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0017561507644131779, "weighted_relation_loss": 0.0017561507644131779 }, { "action_query_norm": 40.31393241882324, "action_relation_loss": 0.0015449414728209375, "auxiliary_loss_weight": 1.0, "epoch": 17.736202057998128, "flow_matching_loss": 0.02395316883921623, "grad_norm": 0.09862974286079407, "learning_rate": 3.267992795678306e-05, "loss": 0.0256, "relation_loss": 0.0016596996574662626, "selected_pairs": 26634.4, "state_query_norm": 42.415846252441405, "state_relation_loss": 0.00011475819046609103, "step": 18960, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0016596996574662626, "weighted_relation_loss": 0.0016596996574662626 }, { "action_query_norm": 40.29828796386719, "action_relation_loss": 0.0015664419042877853, "auxiliary_loss_weight": 1.0, "epoch": 17.74555659494855, "flow_matching_loss": 0.02340172491967678, "grad_norm": 0.08869294822216034, "learning_rate": 3.2628235239918744e-05, "loss": 0.0251, "relation_loss": 0.0016770151909440757, "selected_pairs": 26881.1, "state_query_norm": 42.397592544555664, "state_relation_loss": 0.00011057328738388606, "step": 18970, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0016770151909440757, "weighted_relation_loss": 0.0016770151909440757 }, { "action_query_norm": 40.31925048828125, "action_relation_loss": 0.0015707908431068062, "auxiliary_loss_weight": 1.0, "epoch": 17.75491113189897, "flow_matching_loss": 0.023666886799037456, "grad_norm": 0.12527380883693695, "learning_rate": 3.2576563631386695e-05, "loss": 0.0253, "relation_loss": 0.0016820003977045417, "selected_pairs": 26942.5, "state_query_norm": 42.40212287902832, "state_relation_loss": 0.00011120954077341594, "step": 18980, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0016820003977045417, "weighted_relation_loss": 0.0016820003977045417 }, { "action_query_norm": 40.33901023864746, "action_relation_loss": 0.0015155689674429596, "auxiliary_loss_weight": 1.0, "epoch": 17.764265668849394, "flow_matching_loss": 0.022802388295531273, "grad_norm": 0.12086664885282516, "learning_rate": 3.252491319397275e-05, "loss": 0.0244, "relation_loss": 0.0016305933124385775, "selected_pairs": 26335.8, "state_query_norm": 42.40420684814453, "state_relation_loss": 0.00011502433626446873, "step": 18990, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0016305933124385775, "weighted_relation_loss": 0.0016305933124385775 }, { "action_query_norm": 40.312736129760744, "action_relation_loss": 0.0015671896398998797, "auxiliary_loss_weight": 1.0, "epoch": 17.773620205799812, "flow_matching_loss": 0.023548244312405587, "grad_norm": 0.15273793041706085, "learning_rate": 3.247328399043706e-05, "loss": 0.0252, "relation_loss": 0.0016976692830212414, "selected_pairs": 26663.1, "state_query_norm": 42.39028663635254, "state_relation_loss": 0.00013047964457655326, "step": 19000, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0016976692830212414, "weighted_relation_loss": 0.0016976692830212414 }, { "action_query_norm": 40.34020652770996, "action_relation_loss": 0.0015586311928927898, "auxiliary_loss_weight": 1.0, "epoch": 17.782974742750234, "flow_matching_loss": 0.023451091907918453, "grad_norm": 0.12925849854946136, "learning_rate": 3.242167608351399e-05, "loss": 0.0251, "relation_loss": 0.0016714613535441457, "selected_pairs": 27358.8, "state_query_norm": 42.41097755432129, "state_relation_loss": 0.00011283015701337717, "step": 19010, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0016714613535441457, "weighted_relation_loss": 0.0016714613535441457 }, { "action_query_norm": 40.3553524017334, "action_relation_loss": 0.001612967881374061, "auxiliary_loss_weight": 1.0, "epoch": 17.792329279700656, "flow_matching_loss": 0.023783283680677413, "grad_norm": 0.09369141608476639, "learning_rate": 3.2370089535911986e-05, "loss": 0.0255, "relation_loss": 0.0017332268878817558, "selected_pairs": 27173.5, "state_query_norm": 42.406258773803714, "state_relation_loss": 0.0001202590465254616, "step": 19020, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0017332268878817558, "weighted_relation_loss": 0.0017332268878817558 }, { "action_query_norm": 40.302772521972656, "action_relation_loss": 0.0017236973624676466, "auxiliary_loss_weight": 1.0, "epoch": 17.801683816651074, "flow_matching_loss": 0.024373833276331424, "grad_norm": 0.1308932900428772, "learning_rate": 3.23185244103136e-05, "loss": 0.0262, "relation_loss": 0.0018327504745684563, "selected_pairs": 26572.0, "state_query_norm": 42.413261795043944, "state_relation_loss": 0.00010905310264206492, "step": 19030, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0018327504745684563, "weighted_relation_loss": 0.0018327504745684563 }, { "action_query_norm": 40.29361343383789, "action_relation_loss": 0.0015224563074298203, "auxiliary_loss_weight": 1.0, "epoch": 17.811038353601496, "flow_matching_loss": 0.02413275055587292, "grad_norm": 0.12619055807590485, "learning_rate": 3.22669807693753e-05, "loss": 0.0258, "relation_loss": 0.001638163416646421, "selected_pairs": 26384.6, "state_query_norm": 42.39773788452148, "state_relation_loss": 0.00011570710412343033, "step": 19040, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.001638163416646421, "weighted_relation_loss": 0.001638163416646421 }, { "action_query_norm": 40.39188652038574, "action_relation_loss": 0.0015524853835813702, "auxiliary_loss_weight": 1.0, "epoch": 17.82039289055192, "flow_matching_loss": 0.02570802643895149, "grad_norm": 0.09693402051925659, "learning_rate": 3.2215458675727495e-05, "loss": 0.0274, "relation_loss": 0.0016638830536976456, "selected_pairs": 27579.6, "state_query_norm": 42.408098983764646, "state_relation_loss": 0.00011139767229906283, "step": 19050, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.0016638830536976456, "weighted_relation_loss": 0.0016638830536976456 }, { "action_query_norm": 40.34636001586914, "action_relation_loss": 0.0015726217883639038, "auxiliary_loss_weight": 1.0, "epoch": 17.82974742750234, "flow_matching_loss": 0.023614867031574248, "grad_norm": 0.11452675610780716, "learning_rate": 3.216395819197438e-05, "loss": 0.0253, "relation_loss": 0.001690834341570735, "selected_pairs": 26638.7, "state_query_norm": 42.374121475219724, "state_relation_loss": 0.00011821256339317188, "step": 19060, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.001690834341570735, "weighted_relation_loss": 0.001690834341570735 }, { "action_query_norm": 40.31137046813965, "action_relation_loss": 0.0015908197732642294, "auxiliary_loss_weight": 1.0, "epoch": 17.83910196445276, "flow_matching_loss": 0.023583568818867206, "grad_norm": 0.12394092231988907, "learning_rate": 3.211247938069387e-05, "loss": 0.0253, "relation_loss": 0.001706920051947236, "selected_pairs": 27025.6, "state_query_norm": 42.384707641601565, "state_relation_loss": 0.00011610029469011351, "step": 19070, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.001706920051947236, "weighted_relation_loss": 0.001706920051947236 }, { "action_query_norm": 40.338779830932616, "action_relation_loss": 0.001515414915047586, "auxiliary_loss_weight": 1.0, "epoch": 17.84845650140318, "flow_matching_loss": 0.023907279409468175, "grad_norm": 0.11681164056062698, "learning_rate": 3.206102230443759e-05, "loss": 0.0255, "relation_loss": 0.001638883154373616, "selected_pairs": 26436.9, "state_query_norm": 42.384181594848634, "state_relation_loss": 0.00012346824441920035, "step": 19080, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.001638883154373616, "weighted_relation_loss": 0.001638883154373616 }, { "action_query_norm": 40.34005584716797, "action_relation_loss": 0.0015599303413182497, "auxiliary_loss_weight": 1.0, "epoch": 17.857811038353603, "flow_matching_loss": 0.023567167297005653, "grad_norm": 0.1467694491147995, "learning_rate": 3.2009587025730764e-05, "loss": 0.0252, "relation_loss": 0.0016745531931519509, "selected_pairs": 26113.4, "state_query_norm": 42.38487510681152, "state_relation_loss": 0.00011462287147878669, "step": 19090, "valid_action_samples": 229.0, "weighted_auxiliary_loss": 0.0016745531931519509, "weighted_relation_loss": 0.0016745531931519509 }, { "action_query_norm": 40.349117279052734, "action_relation_loss": 0.0015504470909945666, "auxiliary_loss_weight": 1.0, "epoch": 17.86716557530402, "flow_matching_loss": 0.02327827513217926, "grad_norm": 0.11260269582271576, "learning_rate": 3.195817360707207e-05, "loss": 0.0249, "relation_loss": 0.0016666434006765486, "selected_pairs": 27247.5, "state_query_norm": 42.37470054626465, "state_relation_loss": 0.00011619630313361995, "step": 19100, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0016666434006765486, "weighted_relation_loss": 0.0016666434006765486 }, { "action_query_norm": 40.33173179626465, "action_relation_loss": 0.001530449918936938, "auxiliary_loss_weight": 1.0, "epoch": 17.876520112254443, "flow_matching_loss": 0.021355006471276285, "grad_norm": 0.08886592835187912, "learning_rate": 3.19067821109337e-05, "loss": 0.023, "relation_loss": 0.001649209822062403, "selected_pairs": 26526.9, "state_query_norm": 42.38904914855957, "state_relation_loss": 0.00011875988711835816, "step": 19110, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.001649209822062403, "weighted_relation_loss": 0.001649209822062403 }, { "action_query_norm": 40.293570327758786, "action_relation_loss": 0.001630134356673807, "auxiliary_loss_weight": 1.0, "epoch": 17.885874649204865, "flow_matching_loss": 0.02356332242488861, "grad_norm": 0.09997481107711792, "learning_rate": 3.185541259976114e-05, "loss": 0.0253, "relation_loss": 0.0017476257286034524, "selected_pairs": 26915.6, "state_query_norm": 42.380771255493165, "state_relation_loss": 0.00011749138429877349, "step": 19120, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0017476257286034524, "weighted_relation_loss": 0.0017476257286034524 }, { "action_query_norm": 40.297529983520505, "action_relation_loss": 0.0015830685617402196, "auxiliary_loss_weight": 1.0, "epoch": 17.895229186155284, "flow_matching_loss": 0.02271660976111889, "grad_norm": 0.09237917512655258, "learning_rate": 3.180406513597316e-05, "loss": 0.0244, "relation_loss": 0.0016990436939522623, "selected_pairs": 27181.6, "state_query_norm": 42.39005661010742, "state_relation_loss": 0.00011597512784646823, "step": 19130, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0016990436939522623, "weighted_relation_loss": 0.0016990436939522623 }, { "action_query_norm": 40.27458190917969, "action_relation_loss": 0.001600894145667553, "auxiliary_loss_weight": 1.0, "epoch": 17.904583723105706, "flow_matching_loss": 0.02448238655924797, "grad_norm": 0.10132019966840744, "learning_rate": 3.1752739781961835e-05, "loss": 0.0262, "relation_loss": 0.001714857609476894, "selected_pairs": 27081.5, "state_query_norm": 42.386785888671874, "state_relation_loss": 0.00011396345726097934, "step": 19140, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001714857609476894, "weighted_relation_loss": 0.001714857609476894 }, { "action_query_norm": 40.25190467834473, "action_relation_loss": 0.0014916391810402274, "auxiliary_loss_weight": 1.0, "epoch": 17.913938260056128, "flow_matching_loss": 0.024730159156024455, "grad_norm": 0.1113506481051445, "learning_rate": 3.170143660009228e-05, "loss": 0.0263, "relation_loss": 0.0016011244035325945, "selected_pairs": 26319.1, "state_query_norm": 42.39087753295898, "state_relation_loss": 0.00010948521012323908, "step": 19150, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0016011244035325945, "weighted_relation_loss": 0.0016011244035325945 }, { "action_query_norm": 40.25099182128906, "action_relation_loss": 0.0015528284129686654, "auxiliary_loss_weight": 1.0, "epoch": 17.92329279700655, "flow_matching_loss": 0.022995823249220847, "grad_norm": 0.0937487930059433, "learning_rate": 3.16501556527027e-05, "loss": 0.0247, "relation_loss": 0.0016645066672936082, "selected_pairs": 26629.6, "state_query_norm": 42.37118415832519, "state_relation_loss": 0.00011167825723532588, "step": 19160, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0016645066672936082, "weighted_relation_loss": 0.0016645066672936082 }, { "action_query_norm": 40.246087646484376, "action_relation_loss": 0.0015837531187571584, "auxiliary_loss_weight": 1.0, "epoch": 17.932647333956968, "flow_matching_loss": 0.023336624167859553, "grad_norm": 0.0720672458410263, "learning_rate": 3.1598897002104265e-05, "loss": 0.025, "relation_loss": 0.001695376296993345, "selected_pairs": 27526.3, "state_query_norm": 42.38106575012207, "state_relation_loss": 0.00011162316950503736, "step": 19170, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.001695376296993345, "weighted_relation_loss": 0.001695376296993345 }, { "action_query_norm": 40.27793235778809, "action_relation_loss": 0.0015632073627784848, "auxiliary_loss_weight": 1.0, "epoch": 17.94200187090739, "flow_matching_loss": 0.022970392368733883, "grad_norm": 0.10778006911277771, "learning_rate": 3.154766071058108e-05, "loss": 0.0246, "relation_loss": 0.0016779077239334583, "selected_pairs": 26483.2, "state_query_norm": 42.37139549255371, "state_relation_loss": 0.00011470035460661165, "step": 19180, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0016779077239334583, "weighted_relation_loss": 0.0016779077239334583 }, { "action_query_norm": 40.2419620513916, "action_relation_loss": 0.0015433477237820625, "auxiliary_loss_weight": 1.0, "epoch": 17.951356407857812, "flow_matching_loss": 0.023081721365451814, "grad_norm": 0.09132503718137741, "learning_rate": 3.149644684039008e-05, "loss": 0.0247, "relation_loss": 0.0016560149844735861, "selected_pairs": 26896.1, "state_query_norm": 42.36880111694336, "state_relation_loss": 0.00011266727087786422, "step": 19190, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0016560149844735861, "weighted_relation_loss": 0.0016560149844735861 }, { "action_query_norm": 40.25193557739258, "action_relation_loss": 0.0016125555615872146, "auxiliary_loss_weight": 1.0, "epoch": 17.96071094480823, "flow_matching_loss": 0.023730276711285116, "grad_norm": 0.10700925439596176, "learning_rate": 3.144525545376095e-05, "loss": 0.0255, "relation_loss": 0.001720377302262932, "selected_pairs": 26225.4, "state_query_norm": 42.3676872253418, "state_relation_loss": 0.00010782172248582355, "step": 19200, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.001720377302262932, "weighted_relation_loss": 0.001720377302262932 }, { "action_query_norm": 40.27106399536133, "action_relation_loss": 0.0014976613339968026, "auxiliary_loss_weight": 1.0, "epoch": 17.970065481758652, "flow_matching_loss": 0.022540049441158772, "grad_norm": 0.08484331518411636, "learning_rate": 3.139408661289603e-05, "loss": 0.0242, "relation_loss": 0.001610082236584276, "selected_pairs": 26388.2, "state_query_norm": 42.36729888916015, "state_relation_loss": 0.00011242089749430306, "step": 19210, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.001610082236584276, "weighted_relation_loss": 0.001610082236584276 }, { "action_query_norm": 40.26975288391113, "action_relation_loss": 0.0014739245059899985, "auxiliary_loss_weight": 1.0, "epoch": 17.979420018709074, "flow_matching_loss": 0.022467042692005633, "grad_norm": 0.09929193556308746, "learning_rate": 3.134294037997032e-05, "loss": 0.0241, "relation_loss": 0.0015849710558541118, "selected_pairs": 26577.9, "state_query_norm": 42.38604164123535, "state_relation_loss": 0.00011104656223324128, "step": 19220, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0015849710558541118, "weighted_relation_loss": 0.0015849710558541118 }, { "action_query_norm": 40.25622444152832, "action_relation_loss": 0.0015152983251027763, "auxiliary_loss_weight": 1.0, "epoch": 17.988774555659496, "flow_matching_loss": 0.022356640361249448, "grad_norm": 0.10355456173419952, "learning_rate": 3.129181681713127e-05, "loss": 0.024, "relation_loss": 0.001625392714049667, "selected_pairs": 27057.2, "state_query_norm": 42.36984405517578, "state_relation_loss": 0.00011009438458131626, "step": 19230, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.001625392714049667, "weighted_relation_loss": 0.001625392714049667 }, { "action_query_norm": 40.230978393554686, "action_relation_loss": 0.001542399567551911, "auxiliary_loss_weight": 1.0, "epoch": 17.998129092609915, "flow_matching_loss": 0.024097164161503315, "grad_norm": 0.14284147322177887, "learning_rate": 3.1240715986498855e-05, "loss": 0.0258, "relation_loss": 0.0016532306093722583, "selected_pairs": 26733.5, "state_query_norm": 42.37766532897949, "state_relation_loss": 0.00011083103308919817, "step": 19240, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0016532306093722583, "weighted_relation_loss": 0.0016532306093722583 }, { "action_query_norm": 40.28232917785645, "action_relation_loss": 0.0015223558293655515, "auxiliary_loss_weight": 1.0, "epoch": 18.007483629560337, "flow_matching_loss": 0.02347663827240467, "grad_norm": 0.12196467816829681, "learning_rate": 3.1189637950165394e-05, "loss": 0.0251, "relation_loss": 0.001633422903250903, "selected_pairs": 24955.9, "state_query_norm": 42.36165161132813, "state_relation_loss": 0.00011106705569545739, "step": 19250, "valid_action_samples": 217.0, "weighted_auxiliary_loss": 0.001633422903250903, "weighted_relation_loss": 0.001633422903250903 }, { "action_query_norm": 40.274153518676755, "action_relation_loss": 0.0015397528768517077, "auxiliary_loss_weight": 1.0, "epoch": 18.01683816651076, "flow_matching_loss": 0.02305841390043497, "grad_norm": 0.11476986855268478, "learning_rate": 3.1138582770195544e-05, "loss": 0.0247, "relation_loss": 0.0016563733224757016, "selected_pairs": 27433.0, "state_query_norm": 42.37289047241211, "state_relation_loss": 0.0001166204565379303, "step": 19260, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.0016563733224757016, "weighted_relation_loss": 0.0016563733224757016 }, { "action_query_norm": 40.24690208435059, "action_relation_loss": 0.001532242854591459, "auxiliary_loss_weight": 1.0, "epoch": 18.026192703461177, "flow_matching_loss": 0.02412547692656517, "grad_norm": 0.09916029125452042, "learning_rate": 3.108755050862615e-05, "loss": 0.0258, "relation_loss": 0.0016369298100471497, "selected_pairs": 26895.0, "state_query_norm": 42.359401321411134, "state_relation_loss": 0.00010468697146279738, "step": 19270, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0016369298100471497, "weighted_relation_loss": 0.0016369298100471497 }, { "action_query_norm": 40.293347930908205, "action_relation_loss": 0.0014868366066366433, "auxiliary_loss_weight": 1.0, "epoch": 18.0355472404116, "flow_matching_loss": 0.024838621728122234, "grad_norm": 0.2109898328781128, "learning_rate": 3.1036541227466204e-05, "loss": 0.0264, "relation_loss": 0.0015950081986375153, "selected_pairs": 27379.5, "state_query_norm": 42.36170539855957, "state_relation_loss": 0.00010817158836289309, "step": 19280, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0015950081986375153, "weighted_relation_loss": 0.0015950081986375153 }, { "action_query_norm": 40.28658828735352, "action_relation_loss": 0.001473670091945678, "auxiliary_loss_weight": 1.0, "epoch": 18.04490177736202, "flow_matching_loss": 0.023456555604934693, "grad_norm": 0.13753682374954224, "learning_rate": 3.0985554988696786e-05, "loss": 0.025, "relation_loss": 0.0015871202107518912, "selected_pairs": 26622.2, "state_query_norm": 42.37668952941895, "state_relation_loss": 0.00011345012462697923, "step": 19290, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0015871202107518912, "weighted_relation_loss": 0.0015871202107518912 }, { "action_query_norm": 40.269130325317384, "action_relation_loss": 0.0014535770053043962, "auxiliary_loss_weight": 1.0, "epoch": 18.054256314312443, "flow_matching_loss": 0.023311647772789, "grad_norm": 0.11053916066884995, "learning_rate": 3.093459185427102e-05, "loss": 0.0249, "relation_loss": 0.001563346036709845, "selected_pairs": 27150.4, "state_query_norm": 42.35911598205566, "state_relation_loss": 0.00010976903286064044, "step": 19300, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001563346036709845, "weighted_relation_loss": 0.001563346036709845 }, { "action_query_norm": 40.249338912963864, "action_relation_loss": 0.0014278933173045515, "auxiliary_loss_weight": 1.0, "epoch": 18.06361085126286, "flow_matching_loss": 0.022204075008630753, "grad_norm": 0.0952620729804039, "learning_rate": 3.0883651886113905e-05, "loss": 0.0237, "relation_loss": 0.0015396466013044118, "selected_pairs": 26582.5, "state_query_norm": 42.36290969848633, "state_relation_loss": 0.00011175328399986029, "step": 19310, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0015396466013044118, "weighted_relation_loss": 0.0015396466013044118 }, { "action_query_norm": 40.25054359436035, "action_relation_loss": 0.0014726275810971856, "auxiliary_loss_weight": 1.0, "epoch": 18.072965388213284, "flow_matching_loss": 0.02396849785000086, "grad_norm": 0.10490258783102036, "learning_rate": 3.0832735146122294e-05, "loss": 0.0256, "relation_loss": 0.0015844904235564172, "selected_pairs": 26733.4, "state_query_norm": 42.3456470489502, "state_relation_loss": 0.00011186284391442313, "step": 19320, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0015844904235564172, "weighted_relation_loss": 0.0015844904235564172 }, { "action_query_norm": 40.277078247070314, "action_relation_loss": 0.0014119160710833966, "auxiliary_loss_weight": 1.0, "epoch": 18.082319925163706, "flow_matching_loss": 0.023570615611970425, "grad_norm": 0.14463014900684357, "learning_rate": 3.078184169616485e-05, "loss": 0.0251, "relation_loss": 0.0015222923830151558, "selected_pairs": 27105.8, "state_query_norm": 42.361908721923825, "state_relation_loss": 0.00011037629301426932, "step": 19330, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0015222923830151558, "weighted_relation_loss": 0.0015222923830151558 }, { "action_query_norm": 40.2452033996582, "action_relation_loss": 0.0013640694203786552, "auxiliary_loss_weight": 1.0, "epoch": 18.091674462114124, "flow_matching_loss": 0.02343042064458132, "grad_norm": 0.1158759668469429, "learning_rate": 3.073097159808187e-05, "loss": 0.0249, "relation_loss": 0.0014812576700933278, "selected_pairs": 26442.9, "state_query_norm": 42.341729736328126, "state_relation_loss": 0.00011718824316631071, "step": 19340, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0014812576700933278, "weighted_relation_loss": 0.0014812576700933278 }, { "action_query_norm": 40.24891471862793, "action_relation_loss": 0.0014469833229668438, "auxiliary_loss_weight": 1.0, "epoch": 18.101028999064546, "flow_matching_loss": 0.02172483243048191, "grad_norm": 0.10164192318916321, "learning_rate": 3.068012491368537e-05, "loss": 0.0233, "relation_loss": 0.0015610081842169165, "selected_pairs": 26190.4, "state_query_norm": 42.34959526062012, "state_relation_loss": 0.00011402486197766847, "step": 19350, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.0015610081842169165, "weighted_relation_loss": 0.0015610081842169165 }, { "action_query_norm": 40.233786010742186, "action_relation_loss": 0.0015178884263150395, "auxiliary_loss_weight": 1.0, "epoch": 18.110383536014968, "flow_matching_loss": 0.023220168612897395, "grad_norm": 0.09176146239042282, "learning_rate": 3.062930170475885e-05, "loss": 0.0249, "relation_loss": 0.0016344699542969465, "selected_pairs": 26709.4, "state_query_norm": 42.341840744018555, "state_relation_loss": 0.0001165815170679707, "step": 19360, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0016344699542969465, "weighted_relation_loss": 0.0016344699542969465 }, { "action_query_norm": 40.3165168762207, "action_relation_loss": 0.0015276295132935047, "auxiliary_loss_weight": 1.0, "epoch": 18.119738072965387, "flow_matching_loss": 0.022684945724904537, "grad_norm": 0.13886411488056183, "learning_rate": 3.057850203305729e-05, "loss": 0.0243, "relation_loss": 0.0016434514662250876, "selected_pairs": 27129.6, "state_query_norm": 42.37299156188965, "state_relation_loss": 0.00011582195438677445, "step": 19370, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0016434514662250876, "weighted_relation_loss": 0.0016434514662250876 }, { "action_query_norm": 40.275469589233396, "action_relation_loss": 0.0014465504791587591, "auxiliary_loss_weight": 1.0, "epoch": 18.12909260991581, "flow_matching_loss": 0.02314288802444935, "grad_norm": 0.10454373806715012, "learning_rate": 3.052772596030708e-05, "loss": 0.0247, "relation_loss": 0.0015635355841368437, "selected_pairs": 26898.7, "state_query_norm": 42.35540504455567, "state_relation_loss": 0.00011698510788846762, "step": 19380, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0015635355841368437, "weighted_relation_loss": 0.0015635355841368437 }, { "action_query_norm": 40.264213180541994, "action_relation_loss": 0.001432302256580442, "auxiliary_loss_weight": 1.0, "epoch": 18.13844714686623, "flow_matching_loss": 0.022325002029538153, "grad_norm": 0.0949106365442276, "learning_rate": 3.0476973548205943e-05, "loss": 0.0239, "relation_loss": 0.0015362553531304002, "selected_pairs": 26962.1, "state_query_norm": 42.369388580322266, "state_relation_loss": 0.00010395310528110713, "step": 19390, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0015362553531304002, "weighted_relation_loss": 0.0015362553531304002 }, { "action_query_norm": 40.267761611938475, "action_relation_loss": 0.0014038923312909902, "auxiliary_loss_weight": 1.0, "epoch": 18.147801683816652, "flow_matching_loss": 0.024194084480404852, "grad_norm": 0.09955249726772308, "learning_rate": 3.0426244858422847e-05, "loss": 0.0257, "relation_loss": 0.0015193963306955993, "selected_pairs": 26778.1, "state_query_norm": 42.33617172241211, "state_relation_loss": 0.00011550399285624735, "step": 19400, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0015193963306955993, "weighted_relation_loss": 0.0015193963306955993 }, { "action_query_norm": 40.240016555786134, "action_relation_loss": 0.0014733352698385715, "auxiliary_loss_weight": 1.0, "epoch": 18.15715622076707, "flow_matching_loss": 0.022912683337926863, "grad_norm": 0.09776927530765533, "learning_rate": 3.0375539952597943e-05, "loss": 0.0245, "relation_loss": 0.00159282092936337, "selected_pairs": 26666.9, "state_query_norm": 42.33177299499512, "state_relation_loss": 0.00011948566534556449, "step": 19410, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.00159282092936337, "weighted_relation_loss": 0.00159282092936337 }, { "action_query_norm": 40.230908966064455, "action_relation_loss": 0.0014178153360262513, "auxiliary_loss_weight": 1.0, "epoch": 18.166510757717493, "flow_matching_loss": 0.02096203062683344, "grad_norm": 0.1256042718887329, "learning_rate": 3.0324858892342468e-05, "loss": 0.0225, "relation_loss": 0.001526252750772983, "selected_pairs": 26387.5, "state_query_norm": 42.356920623779295, "state_relation_loss": 0.00010843740892596543, "step": 19420, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.001526252750772983, "weighted_relation_loss": 0.001526252750772983 }, { "action_query_norm": 40.20894203186035, "action_relation_loss": 0.0014794223243370652, "auxiliary_loss_weight": 1.0, "epoch": 18.175865294667915, "flow_matching_loss": 0.022594355046749115, "grad_norm": 0.09299609065055847, "learning_rate": 3.0274201739238672e-05, "loss": 0.0242, "relation_loss": 0.0015904761618003248, "selected_pairs": 26388.4, "state_query_norm": 42.32626037597656, "state_relation_loss": 0.0001110538447392173, "step": 19430, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0015904761618003248, "weighted_relation_loss": 0.0015904761618003248 }, { "action_query_norm": 40.25325088500976, "action_relation_loss": 0.0014482675236649812, "auxiliary_loss_weight": 1.0, "epoch": 18.185219831618333, "flow_matching_loss": 0.021947108767926694, "grad_norm": 0.12303607910871506, "learning_rate": 3.0223568554839786e-05, "loss": 0.0235, "relation_loss": 0.001557916891761124, "selected_pairs": 27230.7, "state_query_norm": 42.3289291381836, "state_relation_loss": 0.0001096493775548879, "step": 19440, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.001557916891761124, "weighted_relation_loss": 0.001557916891761124 }, { "action_query_norm": 40.20291404724121, "action_relation_loss": 0.0014629698474891485, "auxiliary_loss_weight": 1.0, "epoch": 18.194574368568755, "flow_matching_loss": 0.021465571969747542, "grad_norm": 0.09051072597503662, "learning_rate": 3.0172959400669886e-05, "loss": 0.023, "relation_loss": 0.0015642420388758183, "selected_pairs": 26812.1, "state_query_norm": 42.34098320007324, "state_relation_loss": 0.00010127218483830802, "step": 19450, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0015642420388758183, "weighted_relation_loss": 0.0015642420388758183 }, { "action_query_norm": 40.237128829956056, "action_relation_loss": 0.0014184828265570103, "auxiliary_loss_weight": 1.0, "epoch": 18.203928905519177, "flow_matching_loss": 0.022079170681536198, "grad_norm": 0.14473888278007507, "learning_rate": 3.0122374338223902e-05, "loss": 0.0236, "relation_loss": 0.00152448097942397, "selected_pairs": 26732.2, "state_query_norm": 42.337080764770505, "state_relation_loss": 0.00010599815359455534, "step": 19460, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.00152448097942397, "weighted_relation_loss": 0.00152448097942397 }, { "action_query_norm": 40.247808837890624, "action_relation_loss": 0.0014663128997199238, "auxiliary_loss_weight": 1.0, "epoch": 18.2132834424696, "flow_matching_loss": 0.023109050653874873, "grad_norm": 0.07957242429256439, "learning_rate": 3.0071813428967427e-05, "loss": 0.0247, "relation_loss": 0.001576538966037333, "selected_pairs": 26601.3, "state_query_norm": 42.32837181091308, "state_relation_loss": 0.0001102260357583873, "step": 19470, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.001576538966037333, "weighted_relation_loss": 0.001576538966037333 }, { "action_query_norm": 40.26794548034668, "action_relation_loss": 0.00140790450386703, "auxiliary_loss_weight": 1.0, "epoch": 18.222637979420018, "flow_matching_loss": 0.0225267942994833, "grad_norm": 0.09902271628379822, "learning_rate": 3.0021276734336746e-05, "loss": 0.024, "relation_loss": 0.0015184772899374365, "selected_pairs": 26733.7, "state_query_norm": 42.35343856811524, "state_relation_loss": 0.00011057278097723611, "step": 19480, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0015184772899374365, "weighted_relation_loss": 0.0015184772899374365 }, { "action_query_norm": 40.23476066589355, "action_relation_loss": 0.0014758514706045389, "auxiliary_loss_weight": 1.0, "epoch": 18.23199251637044, "flow_matching_loss": 0.021115784533321857, "grad_norm": 0.15602998435497284, "learning_rate": 2.997076431573871e-05, "loss": 0.0227, "relation_loss": 0.001585292851086706, "selected_pairs": 26814.7, "state_query_norm": 42.332675552368165, "state_relation_loss": 0.00010944140376523137, "step": 19490, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001585292851086706, "weighted_relation_loss": 0.001585292851086706 }, { "action_query_norm": 40.255774307250974, "action_relation_loss": 0.0014363498659804464, "auxiliary_loss_weight": 1.0, "epoch": 18.24134705332086, "flow_matching_loss": 0.022644514217972755, "grad_norm": 0.14498579502105713, "learning_rate": 2.9920276234550636e-05, "loss": 0.0242, "relation_loss": 0.0015479318681173027, "selected_pairs": 26666.1, "state_query_norm": 42.32988510131836, "state_relation_loss": 0.00011158200723002665, "step": 19500, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0015479318681173027, "weighted_relation_loss": 0.0015479318681173027 }, { "action_query_norm": 40.23950386047363, "action_relation_loss": 0.0014581423834897577, "auxiliary_loss_weight": 1.0, "epoch": 18.25070159027128, "flow_matching_loss": 0.02404415588825941, "grad_norm": 0.11277942359447479, "learning_rate": 2.986981255212035e-05, "loss": 0.0256, "relation_loss": 0.0015647441148757934, "selected_pairs": 26322.2, "state_query_norm": 42.33323860168457, "state_relation_loss": 0.0001066017102857586, "step": 19510, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0015647441148757934, "weighted_relation_loss": 0.0015647441148757934 }, { "action_query_norm": 40.196021270751956, "action_relation_loss": 0.0014291121857240795, "auxiliary_loss_weight": 1.0, "epoch": 18.260056127221702, "flow_matching_loss": 0.02474020514637232, "grad_norm": 0.11088576912879944, "learning_rate": 2.9819373329765977e-05, "loss": 0.0263, "relation_loss": 0.0015424682176671922, "selected_pairs": 26897.4, "state_query_norm": 42.32055168151855, "state_relation_loss": 0.00011335602102917619, "step": 19520, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0015424682176671922, "weighted_relation_loss": 0.0015424682176671922 }, { "action_query_norm": 40.214207077026366, "action_relation_loss": 0.0014125767978839577, "auxiliary_loss_weight": 1.0, "epoch": 18.269410664172124, "flow_matching_loss": 0.02151386011391878, "grad_norm": 0.10188472270965576, "learning_rate": 2.9768958628775902e-05, "loss": 0.023, "relation_loss": 0.0015212291502393783, "selected_pairs": 26965.3, "state_query_norm": 42.33750686645508, "state_relation_loss": 0.00010865237054531462, "step": 19530, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0015212291502393783, "weighted_relation_loss": 0.0015212291502393783 }, { "action_query_norm": 40.23536148071289, "action_relation_loss": 0.0014363945461809634, "auxiliary_loss_weight": 1.0, "epoch": 18.278765201122546, "flow_matching_loss": 0.02100010383874178, "grad_norm": 0.11713354289531708, "learning_rate": 2.9718568510408762e-05, "loss": 0.0225, "relation_loss": 0.0015478679561056197, "selected_pairs": 26598.2, "state_query_norm": 42.33158912658691, "state_relation_loss": 0.00011147342083859258, "step": 19540, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0015478679561056197, "weighted_relation_loss": 0.0015478679561056197 }, { "action_query_norm": 40.19166717529297, "action_relation_loss": 0.0014185336185619235, "auxiliary_loss_weight": 1.0, "epoch": 18.288119738072965, "flow_matching_loss": 0.023680161871016025, "grad_norm": 0.10666441172361374, "learning_rate": 2.9668203035893272e-05, "loss": 0.0252, "relation_loss": 0.0015280532534234226, "selected_pairs": 27171.5, "state_query_norm": 42.339242935180664, "state_relation_loss": 0.00010951963704428636, "step": 19550, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0015280532534234226, "weighted_relation_loss": 0.0015280532534234226 }, { "action_query_norm": 40.23141441345215, "action_relation_loss": 0.0014733318123035133, "auxiliary_loss_weight": 1.0, "epoch": 18.297474275023387, "flow_matching_loss": 0.023804616555571555, "grad_norm": 0.09996224194765091, "learning_rate": 2.9617862266428287e-05, "loss": 0.0254, "relation_loss": 0.0015845580259338022, "selected_pairs": 26642.5, "state_query_norm": 42.322950744628905, "state_relation_loss": 0.00011122621872345917, "step": 19560, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0015845580259338022, "weighted_relation_loss": 0.0015845580259338022 }, { "action_query_norm": 40.23401412963867, "action_relation_loss": 0.001493869093246758, "auxiliary_loss_weight": 1.0, "epoch": 18.30682881197381, "flow_matching_loss": 0.023483110032975672, "grad_norm": 0.11853593587875366, "learning_rate": 2.9567546263182556e-05, "loss": 0.0251, "relation_loss": 0.0016031450824812055, "selected_pairs": 27784.2, "state_query_norm": 42.317544555664064, "state_relation_loss": 0.00010927598559646867, "step": 19570, "valid_action_samples": 236.2, "weighted_auxiliary_loss": 0.0016031450824812055, "weighted_relation_loss": 0.0016031450824812055 }, { "action_query_norm": 40.215043258666995, "action_relation_loss": 0.0015319745987653732, "auxiliary_loss_weight": 1.0, "epoch": 18.316183348924227, "flow_matching_loss": 0.025013532489538193, "grad_norm": 0.11102929711341858, "learning_rate": 2.951725508729476e-05, "loss": 0.0267, "relation_loss": 0.0016499199671670794, "selected_pairs": 26463.2, "state_query_norm": 42.31522674560547, "state_relation_loss": 0.00011794536912930198, "step": 19580, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0016499199671670794, "weighted_relation_loss": 0.0016499199671670794 }, { "action_query_norm": 40.18159523010254, "action_relation_loss": 0.0015982456272467971, "auxiliary_loss_weight": 1.0, "epoch": 18.32553788587465, "flow_matching_loss": 0.02247483693063259, "grad_norm": 0.09866933524608612, "learning_rate": 2.946698879987344e-05, "loss": 0.0242, "relation_loss": 0.0017114434158429503, "selected_pairs": 26761.1, "state_query_norm": 42.32282676696777, "state_relation_loss": 0.00011319779951008968, "step": 19590, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0017114434158429503, "weighted_relation_loss": 0.0017114434158429503 }, { "action_query_norm": 40.274857711791995, "action_relation_loss": 0.0014795066905207931, "auxiliary_loss_weight": 1.0, "epoch": 18.33489242282507, "flow_matching_loss": 0.023293718323111536, "grad_norm": 0.10526841133832932, "learning_rate": 2.9416747461996853e-05, "loss": 0.0249, "relation_loss": 0.0015858553582802416, "selected_pairs": 26625.5, "state_query_norm": 42.33456954956055, "state_relation_loss": 0.00010634867358021438, "step": 19600, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0015858553582802416, "weighted_relation_loss": 0.0015858553582802416 }, { "action_query_norm": 40.24706192016602, "action_relation_loss": 0.0014440864673815668, "auxiliary_loss_weight": 1.0, "epoch": 18.34424695977549, "flow_matching_loss": 0.022596369311213494, "grad_norm": 0.1144082322716713, "learning_rate": 2.9366531134712973e-05, "loss": 0.0242, "relation_loss": 0.0015553115983493627, "selected_pairs": 26521.6, "state_query_norm": 42.3235668182373, "state_relation_loss": 0.0001112251338781789, "step": 19610, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0015553115983493627, "weighted_relation_loss": 0.0015553115983493627 }, { "action_query_norm": 40.23445625305176, "action_relation_loss": 0.0015150239458307623, "auxiliary_loss_weight": 1.0, "epoch": 18.35360149672591, "flow_matching_loss": 0.022065840475261212, "grad_norm": 0.09990905225276947, "learning_rate": 2.9316339879039367e-05, "loss": 0.0237, "relation_loss": 0.0016211131820455193, "selected_pairs": 26971.1, "state_query_norm": 42.32612609863281, "state_relation_loss": 0.00010608922893879935, "step": 19620, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0016211131820455193, "weighted_relation_loss": 0.0016211131820455193 }, { "action_query_norm": 40.1869441986084, "action_relation_loss": 0.0015064889099448918, "auxiliary_loss_weight": 1.0, "epoch": 18.362956033676333, "flow_matching_loss": 0.021745460852980614, "grad_norm": 0.10023084282875061, "learning_rate": 2.9266173755963167e-05, "loss": 0.0234, "relation_loss": 0.001617384352721274, "selected_pairs": 27152.3, "state_query_norm": 42.319195938110354, "state_relation_loss": 0.00011089543550042435, "step": 19630, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001617384352721274, "weighted_relation_loss": 0.001617384352721274 }, { "action_query_norm": 40.173514938354494, "action_relation_loss": 0.001392880198545754, "auxiliary_loss_weight": 1.0, "epoch": 18.372310570626755, "flow_matching_loss": 0.02172622103244066, "grad_norm": 0.07306059449911118, "learning_rate": 2.9216032826440926e-05, "loss": 0.0232, "relation_loss": 0.0014995740610174834, "selected_pairs": 26963.2, "state_query_norm": 42.31258201599121, "state_relation_loss": 0.00010669388793758117, "step": 19640, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0014995740610174834, "weighted_relation_loss": 0.0014995740610174834 }, { "action_query_norm": 40.25970802307129, "action_relation_loss": 0.0014545738929882645, "auxiliary_loss_weight": 1.0, "epoch": 18.381665107577174, "flow_matching_loss": 0.02212550602853298, "grad_norm": 0.12018819153308868, "learning_rate": 2.9165917151398592e-05, "loss": 0.0237, "relation_loss": 0.0015743713243864476, "selected_pairs": 26805.9, "state_query_norm": 42.32535362243652, "state_relation_loss": 0.00011979743867414072, "step": 19650, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0015743713243864476, "weighted_relation_loss": 0.0015743713243864476 }, { "action_query_norm": 40.25158920288086, "action_relation_loss": 0.0014152468531392515, "auxiliary_loss_weight": 1.0, "epoch": 18.391019644527596, "flow_matching_loss": 0.022616379521787168, "grad_norm": 0.10915777087211609, "learning_rate": 2.9115826791731428e-05, "loss": 0.0241, "relation_loss": 0.0015280604013241828, "selected_pairs": 27093.6, "state_query_norm": 42.318664932250975, "state_relation_loss": 0.0001128135365433991, "step": 19660, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0015280604013241828, "weighted_relation_loss": 0.0015280604013241828 }, { "action_query_norm": 40.23040580749512, "action_relation_loss": 0.001447921944782138, "auxiliary_loss_weight": 1.0, "epoch": 18.400374181478018, "flow_matching_loss": 0.02281076703220606, "grad_norm": 0.11435408145189285, "learning_rate": 2.906576180830398e-05, "loss": 0.0244, "relation_loss": 0.001555180933792144, "selected_pairs": 26831.8, "state_query_norm": 42.32902870178223, "state_relation_loss": 0.00010725898464443162, "step": 19670, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.001555180933792144, "weighted_relation_loss": 0.001555180933792144 }, { "action_query_norm": 40.19349136352539, "action_relation_loss": 0.0014446111745201051, "auxiliary_loss_weight": 1.0, "epoch": 18.409728718428436, "flow_matching_loss": 0.021688717231154443, "grad_norm": 0.13231347501277924, "learning_rate": 2.9015722261949917e-05, "loss": 0.0232, "relation_loss": 0.0015558964922092855, "selected_pairs": 26712.5, "state_query_norm": 42.29497947692871, "state_relation_loss": 0.00011128529658890329, "step": 19680, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0015558964922092855, "weighted_relation_loss": 0.0015558964922092855 }, { "action_query_norm": 40.15006790161133, "action_relation_loss": 0.001492735731881112, "auxiliary_loss_weight": 1.0, "epoch": 18.419083255378858, "flow_matching_loss": 0.02293106559664011, "grad_norm": 0.11238273978233337, "learning_rate": 2.8965708213471986e-05, "loss": 0.0245, "relation_loss": 0.0015968322637490927, "selected_pairs": 26984.7, "state_query_norm": 42.31180839538574, "state_relation_loss": 0.00010409651513327844, "step": 19690, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0015968322637490927, "weighted_relation_loss": 0.0015968322637490927 }, { "action_query_norm": 40.219357299804685, "action_relation_loss": 0.001491038640961051, "auxiliary_loss_weight": 1.0, "epoch": 18.42843779232928, "flow_matching_loss": 0.022171657904982565, "grad_norm": 0.10534101724624634, "learning_rate": 2.8915719723641975e-05, "loss": 0.0238, "relation_loss": 0.0016012364299967884, "selected_pairs": 26802.2, "state_query_norm": 42.298892211914065, "state_relation_loss": 0.00011019779267371633, "step": 19700, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0016012364299967884, "weighted_relation_loss": 0.0016012364299967884 }, { "action_query_norm": 40.24220161437988, "action_relation_loss": 0.0014627736527472734, "auxiliary_loss_weight": 1.0, "epoch": 18.437792329279702, "flow_matching_loss": 0.021983214560896157, "grad_norm": 0.1044926568865776, "learning_rate": 2.8865756853200604e-05, "loss": 0.0236, "relation_loss": 0.0015699570882134139, "selected_pairs": 26972.9, "state_query_norm": 42.32890663146973, "state_relation_loss": 0.00010718342164182105, "step": 19710, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0015699570882134139, "weighted_relation_loss": 0.0015699570882134139 }, { "action_query_norm": 40.214341735839845, "action_relation_loss": 0.0014227888779714704, "auxiliary_loss_weight": 1.0, "epoch": 18.44714686623012, "flow_matching_loss": 0.021524359285831452, "grad_norm": 0.11158021539449692, "learning_rate": 2.8815819662857503e-05, "loss": 0.0231, "relation_loss": 0.001536216272506863, "selected_pairs": 26343.1, "state_query_norm": 42.3193962097168, "state_relation_loss": 0.00011342738944222219, "step": 19720, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.001536216272506863, "weighted_relation_loss": 0.001536216272506863 }, { "action_query_norm": 40.190970993041994, "action_relation_loss": 0.0014741163584403693, "auxiliary_loss_weight": 1.0, "epoch": 18.456501403180543, "flow_matching_loss": 0.02400400061160326, "grad_norm": 0.18459899723529816, "learning_rate": 2.876590821329105e-05, "loss": 0.0256, "relation_loss": 0.001578533835709095, "selected_pairs": 27195.8, "state_query_norm": 42.329497528076175, "state_relation_loss": 0.00010441746562719345, "step": 19730, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.001578533835709095, "weighted_relation_loss": 0.001578533835709095 }, { "action_query_norm": 40.193468475341795, "action_relation_loss": 0.0014551465632393957, "auxiliary_loss_weight": 1.0, "epoch": 18.465855940130965, "flow_matching_loss": 0.02299117371439934, "grad_norm": 0.11361082643270493, "learning_rate": 2.871602256514836e-05, "loss": 0.0245, "relation_loss": 0.0015582478721626104, "selected_pairs": 26966.2, "state_query_norm": 42.32767868041992, "state_relation_loss": 0.00010310128200217151, "step": 19740, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0015582478721626104, "weighted_relation_loss": 0.0015582478721626104 }, { "action_query_norm": 40.171755981445315, "action_relation_loss": 0.001482090970966965, "auxiliary_loss_weight": 1.0, "epoch": 18.475210477081383, "flow_matching_loss": 0.021045322343707085, "grad_norm": 0.13597995042800903, "learning_rate": 2.8666162779045203e-05, "loss": 0.0226, "relation_loss": 0.0015961339580826462, "selected_pairs": 27036.5, "state_query_norm": 42.320352172851564, "state_relation_loss": 0.00011404298493289389, "step": 19750, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0015961339580826462, "weighted_relation_loss": 0.0015961339580826462 }, { "action_query_norm": 40.14235992431641, "action_relation_loss": 0.001441888464614749, "auxiliary_loss_weight": 1.0, "epoch": 18.484565014031805, "flow_matching_loss": 0.02237282693386078, "grad_norm": 0.10715832561254501, "learning_rate": 2.8616328915565904e-05, "loss": 0.0239, "relation_loss": 0.0015450815204530953, "selected_pairs": 27267.6, "state_query_norm": 42.3073371887207, "state_relation_loss": 0.0001031930383760482, "step": 19760, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0015450815204530953, "weighted_relation_loss": 0.0015450815204530953 }, { "action_query_norm": 40.21789894104004, "action_relation_loss": 0.001397505064960569, "auxiliary_loss_weight": 1.0, "epoch": 18.493919550982227, "flow_matching_loss": 0.023276141099631786, "grad_norm": 0.09636351466178894, "learning_rate": 2.856652103526334e-05, "loss": 0.0248, "relation_loss": 0.0015023638145066798, "selected_pairs": 26648.7, "state_query_norm": 42.3125560760498, "state_relation_loss": 0.00010485873572179117, "step": 19770, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0015023638145066798, "weighted_relation_loss": 0.0015023638145066798 }, { "action_query_norm": 40.18775596618652, "action_relation_loss": 0.0013839578256011008, "auxiliary_loss_weight": 1.0, "epoch": 18.50327408793265, "flow_matching_loss": 0.02197655849158764, "grad_norm": 0.10930989682674408, "learning_rate": 2.8516739198658755e-05, "loss": 0.0235, "relation_loss": 0.0014943378861062228, "selected_pairs": 27010.2, "state_query_norm": 42.30621185302734, "state_relation_loss": 0.00011038004740839824, "step": 19780, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0014943378861062228, "weighted_relation_loss": 0.0014943378861062228 }, { "action_query_norm": 40.241829299926756, "action_relation_loss": 0.0014979080529883503, "auxiliary_loss_weight": 1.0, "epoch": 18.512628624883067, "flow_matching_loss": 0.02175692468881607, "grad_norm": 0.09729553014039993, "learning_rate": 2.846698346624177e-05, "loss": 0.0234, "relation_loss": 0.0016043948009610177, "selected_pairs": 27197.8, "state_query_norm": 42.30910797119141, "state_relation_loss": 0.00010648672323441133, "step": 19790, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0016043948009610177, "weighted_relation_loss": 0.0016043948009610177 }, { "action_query_norm": 40.17873687744141, "action_relation_loss": 0.0013912546797655522, "auxiliary_loss_weight": 1.0, "epoch": 18.52198316183349, "flow_matching_loss": 0.02003807481378317, "grad_norm": 0.1308334618806839, "learning_rate": 2.841725389847032e-05, "loss": 0.0215, "relation_loss": 0.0014981841784901917, "selected_pairs": 27264.6, "state_query_norm": 42.29880828857422, "state_relation_loss": 0.00010692951254895889, "step": 19800, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0014981841784901917, "weighted_relation_loss": 0.0014981841784901917 }, { "action_query_norm": 40.23189468383789, "action_relation_loss": 0.001361657155212015, "auxiliary_loss_weight": 1.0, "epoch": 18.53133769878391, "flow_matching_loss": 0.02260552179068327, "grad_norm": 0.0928204283118248, "learning_rate": 2.8367550555770506e-05, "loss": 0.0241, "relation_loss": 0.001469384238589555, "selected_pairs": 26622.3, "state_query_norm": 42.300955581665036, "state_relation_loss": 0.00010772707755677403, "step": 19810, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.001469384238589555, "weighted_relation_loss": 0.001469384238589555 }, { "action_query_norm": 40.215049743652344, "action_relation_loss": 0.0013980006449855864, "auxiliary_loss_weight": 1.0, "epoch": 18.54069223573433, "flow_matching_loss": 0.021228431910276412, "grad_norm": 0.11500871181488037, "learning_rate": 2.831787349853655e-05, "loss": 0.0227, "relation_loss": 0.0015025999513454736, "selected_pairs": 27105.9, "state_query_norm": 42.29744415283203, "state_relation_loss": 0.0001045993107254617, "step": 19820, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0015025999513454736, "weighted_relation_loss": 0.0015025999513454736 }, { "action_query_norm": 40.139645385742185, "action_relation_loss": 0.0013996282243169845, "auxiliary_loss_weight": 1.0, "epoch": 18.55004677268475, "flow_matching_loss": 0.02126796655356884, "grad_norm": 0.11528988927602768, "learning_rate": 2.8268222787130806e-05, "loss": 0.0228, "relation_loss": 0.0015047965222038328, "selected_pairs": 27079.4, "state_query_norm": 42.297998046875, "state_relation_loss": 0.00010516829643165692, "step": 19830, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0015047965222038328, "weighted_relation_loss": 0.0015047965222038328 }, { "action_query_norm": 40.23937911987305, "action_relation_loss": 0.001451208849903196, "auxiliary_loss_weight": 1.0, "epoch": 18.559401309635174, "flow_matching_loss": 0.022936986573040486, "grad_norm": 0.10377798974514008, "learning_rate": 2.821859848188355e-05, "loss": 0.0245, "relation_loss": 0.0015552338212728501, "selected_pairs": 26827.1, "state_query_norm": 42.308126068115236, "state_relation_loss": 0.00010402495463495143, "step": 19840, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0015552338212728501, "weighted_relation_loss": 0.0015552338212728501 }, { "action_query_norm": 40.17475547790527, "action_relation_loss": 0.0014712926698848606, "auxiliary_loss_weight": 1.0, "epoch": 18.568755846585596, "flow_matching_loss": 0.022344865277409552, "grad_norm": 0.11079680919647217, "learning_rate": 2.816900064309299e-05, "loss": 0.0239, "relation_loss": 0.0015774690895341338, "selected_pairs": 26459.3, "state_query_norm": 42.29661178588867, "state_relation_loss": 0.00010617642910801806, "step": 19850, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0015774690895341338, "weighted_relation_loss": 0.0015774690895341338 }, { "action_query_norm": 40.19297752380371, "action_relation_loss": 0.0014327313168905676, "auxiliary_loss_weight": 1.0, "epoch": 18.578110383536014, "flow_matching_loss": 0.024136600270867347, "grad_norm": 0.11143527179956436, "learning_rate": 2.811942933102517e-05, "loss": 0.0257, "relation_loss": 0.0015388657804578543, "selected_pairs": 26871.9, "state_query_norm": 42.3041805267334, "state_relation_loss": 0.00010613445701892487, "step": 19860, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0015388657804578543, "weighted_relation_loss": 0.0015388657804578543 }, { "action_query_norm": 40.17347869873047, "action_relation_loss": 0.0013390114647336305, "auxiliary_loss_weight": 1.0, "epoch": 18.587464920486436, "flow_matching_loss": 0.021635048277676105, "grad_norm": 0.18259915709495544, "learning_rate": 2.806988460591391e-05, "loss": 0.0231, "relation_loss": 0.001445460133254528, "selected_pairs": 26916.6, "state_query_norm": 42.305825805664064, "state_relation_loss": 0.00010644866852089762, "step": 19870, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.001445460133254528, "weighted_relation_loss": 0.001445460133254528 }, { "action_query_norm": 40.213742065429685, "action_relation_loss": 0.0014344363007694483, "auxiliary_loss_weight": 1.0, "epoch": 18.596819457436858, "flow_matching_loss": 0.02288129646331072, "grad_norm": 0.10362064093351364, "learning_rate": 2.802036652796074e-05, "loss": 0.0244, "relation_loss": 0.00154242857825011, "selected_pairs": 27410.0, "state_query_norm": 42.300581741333005, "state_relation_loss": 0.00010799228693940677, "step": 19880, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.00154242857825011, "weighted_relation_loss": 0.00154242857825011 }, { "action_query_norm": 40.16099128723145, "action_relation_loss": 0.001442869147285819, "auxiliary_loss_weight": 1.0, "epoch": 18.606173994387277, "flow_matching_loss": 0.021729058213531972, "grad_norm": 0.0964299663901329, "learning_rate": 2.797087515733478e-05, "loss": 0.0233, "relation_loss": 0.001549803069792688, "selected_pairs": 26227.0, "state_query_norm": 42.305077362060544, "state_relation_loss": 0.00010693392614484765, "step": 19890, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.001549803069792688, "weighted_relation_loss": 0.001549803069792688 }, { "action_query_norm": 40.19576759338379, "action_relation_loss": 0.001426228869240731, "auxiliary_loss_weight": 1.0, "epoch": 18.6155285313377, "flow_matching_loss": 0.022340264916419984, "grad_norm": 0.11755610257387161, "learning_rate": 2.7921410554172723e-05, "loss": 0.0239, "relation_loss": 0.0015324912499636411, "selected_pairs": 27180.8, "state_query_norm": 42.31032104492188, "state_relation_loss": 0.00010626238799886778, "step": 19900, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0015324912499636411, "weighted_relation_loss": 0.0015324912499636411 }, { "action_query_norm": 40.19167366027832, "action_relation_loss": 0.0013954953523352743, "auxiliary_loss_weight": 1.0, "epoch": 18.62488306828812, "flow_matching_loss": 0.023710612021386624, "grad_norm": 0.10179456323385239, "learning_rate": 2.787197277857871e-05, "loss": 0.0252, "relation_loss": 0.001505012798588723, "selected_pairs": 26676.2, "state_query_norm": 42.295723342895506, "state_relation_loss": 0.00010951744043268264, "step": 19910, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.001505012798588723, "weighted_relation_loss": 0.001505012798588723 }, { "action_query_norm": 40.16843757629395, "action_relation_loss": 0.0014095151913352312, "auxiliary_loss_weight": 1.0, "epoch": 18.63423760523854, "flow_matching_loss": 0.02224658094346523, "grad_norm": 0.12017007917165756, "learning_rate": 2.782256189062429e-05, "loss": 0.0238, "relation_loss": 0.0015108581283129752, "selected_pairs": 26990.8, "state_query_norm": 42.2983757019043, "state_relation_loss": 0.00010134295516763813, "step": 19920, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0015108581283129752, "weighted_relation_loss": 0.0015108581283129752 }, { "action_query_norm": 40.15366439819336, "action_relation_loss": 0.001394578954204917, "auxiliary_loss_weight": 1.0, "epoch": 18.64359214218896, "flow_matching_loss": 0.022167469561100005, "grad_norm": 0.08930999040603638, "learning_rate": 2.777317795034839e-05, "loss": 0.0237, "relation_loss": 0.0015006502275355161, "selected_pairs": 27018.5, "state_query_norm": 42.291360473632814, "state_relation_loss": 0.00010607127769617364, "step": 19930, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0015006502275355161, "weighted_relation_loss": 0.0015006502275355161 }, { "action_query_norm": 40.16138801574707, "action_relation_loss": 0.0012539268587715923, "auxiliary_loss_weight": 1.0, "epoch": 18.652946679139383, "flow_matching_loss": 0.022335598804056646, "grad_norm": 0.09302274882793427, "learning_rate": 2.7723821017757112e-05, "loss": 0.0237, "relation_loss": 0.0013574561686255037, "selected_pairs": 27455.1, "state_query_norm": 42.30043182373047, "state_relation_loss": 0.00010352931058150716, "step": 19940, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0013574561686255037, "weighted_relation_loss": 0.0013574561686255037 }, { "action_query_norm": 40.19191360473633, "action_relation_loss": 0.0013588403817266226, "auxiliary_loss_weight": 1.0, "epoch": 18.662301216089805, "flow_matching_loss": 0.023149785958230494, "grad_norm": 0.12698088586330414, "learning_rate": 2.7674491152823822e-05, "loss": 0.0246, "relation_loss": 0.0014639145229011774, "selected_pairs": 26758.1, "state_query_norm": 42.28712005615235, "state_relation_loss": 0.00010507412225706503, "step": 19950, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0014639145229011774, "weighted_relation_loss": 0.0014639145229011774 }, { "action_query_norm": 40.15682106018066, "action_relation_loss": 0.0014018983347341418, "auxiliary_loss_weight": 1.0, "epoch": 18.671655753040223, "flow_matching_loss": 0.02081078588962555, "grad_norm": 0.10113321989774704, "learning_rate": 2.7625188415488944e-05, "loss": 0.0223, "relation_loss": 0.001504420896526426, "selected_pairs": 27031.6, "state_query_norm": 42.281611633300784, "state_relation_loss": 0.00010252256106468849, "step": 19960, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.001504420896526426, "weighted_relation_loss": 0.001504420896526426 }, { "action_query_norm": 40.17963829040527, "action_relation_loss": 0.0015116937458515168, "auxiliary_loss_weight": 1.0, "epoch": 18.681010289990645, "flow_matching_loss": 0.022758184000849724, "grad_norm": 0.08920241892337799, "learning_rate": 2.7575912865659924e-05, "loss": 0.0244, "relation_loss": 0.0016148727852851152, "selected_pairs": 26490.1, "state_query_norm": 42.29311637878418, "state_relation_loss": 0.00010317905325791798, "step": 19970, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0016148727852851152, "weighted_relation_loss": 0.0016148727852851152 }, { "action_query_norm": 40.18570404052734, "action_relation_loss": 0.0014567383332177997, "auxiliary_loss_weight": 1.0, "epoch": 18.690364826941067, "flow_matching_loss": 0.023466719314455986, "grad_norm": 0.12348461151123047, "learning_rate": 2.7526664563211245e-05, "loss": 0.025, "relation_loss": 0.0015641705133020878, "selected_pairs": 26576.1, "state_query_norm": 42.27484130859375, "state_relation_loss": 0.00010743217062554322, "step": 19980, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0015641705133020878, "weighted_relation_loss": 0.0015641705133020878 }, { "action_query_norm": 40.137865447998045, "action_relation_loss": 0.0013721631374210119, "auxiliary_loss_weight": 1.0, "epoch": 18.699719363891486, "flow_matching_loss": 0.022713158279657364, "grad_norm": 0.09993593394756317, "learning_rate": 2.7477443567984224e-05, "loss": 0.0242, "relation_loss": 0.00147911497624591, "selected_pairs": 26978.5, "state_query_norm": 42.286970138549805, "state_relation_loss": 0.00010695184100768529, "step": 19990, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.00147911497624591, "weighted_relation_loss": 0.00147911497624591 }, { "action_query_norm": 40.15261688232422, "action_relation_loss": 0.001450015907175839, "auxiliary_loss_weight": 1.0, "epoch": 18.709073900841908, "flow_matching_loss": 0.022411906346678733, "grad_norm": 0.10508792847394943, "learning_rate": 2.7428249939787e-05, "loss": 0.024, "relation_loss": 0.001555163215380162, "selected_pairs": 27381.1, "state_query_norm": 42.26598205566406, "state_relation_loss": 0.00010514730311115273, "step": 20000, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.001555163215380162, "weighted_relation_loss": 0.001555163215380162 }, { "action_query_norm": 40.15555419921875, "action_relation_loss": 0.001452616904862225, "auxiliary_loss_weight": 1.0, "epoch": 18.71842843779233, "flow_matching_loss": 0.02149305585771799, "grad_norm": 0.1062445119023323, "learning_rate": 2.7379083738394484e-05, "loss": 0.0231, "relation_loss": 0.0015657490119338035, "selected_pairs": 27512.7, "state_query_norm": 42.28154335021973, "state_relation_loss": 0.00011313211070955731, "step": 20010, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0015657490119338035, "weighted_relation_loss": 0.0015657490119338035 }, { "action_query_norm": 40.10002250671387, "action_relation_loss": 0.0014102127053774894, "auxiliary_loss_weight": 1.0, "epoch": 18.72778297474275, "flow_matching_loss": 0.023167971707880496, "grad_norm": 0.1995500773191452, "learning_rate": 2.732994502354823e-05, "loss": 0.0247, "relation_loss": 0.001518434623721987, "selected_pairs": 26662.0, "state_query_norm": 42.26899871826172, "state_relation_loss": 0.00010822191688930616, "step": 20020, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.001518434623721987, "weighted_relation_loss": 0.001518434623721987 }, { "action_query_norm": 40.11453704833984, "action_relation_loss": 0.001409737765789032, "auxiliary_loss_weight": 1.0, "epoch": 18.73713751169317, "flow_matching_loss": 0.022836418636143208, "grad_norm": 0.10742856562137604, "learning_rate": 2.72808338549564e-05, "loss": 0.0244, "relation_loss": 0.0015174963395111264, "selected_pairs": 26573.9, "state_query_norm": 42.27560691833496, "state_relation_loss": 0.0001077585606253706, "step": 20030, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0015174963395111264, "weighted_relation_loss": 0.0015174963395111264 }, { "action_query_norm": 40.13905906677246, "action_relation_loss": 0.001422806503251195, "auxiliary_loss_weight": 1.0, "epoch": 18.746492048643592, "flow_matching_loss": 0.021055749990046023, "grad_norm": 0.1064237430691719, "learning_rate": 2.723175029229374e-05, "loss": 0.0226, "relation_loss": 0.00153336786897853, "selected_pairs": 26844.8, "state_query_norm": 42.27383460998535, "state_relation_loss": 0.00011056135117541999, "step": 20040, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.00153336786897853, "weighted_relation_loss": 0.00153336786897853 }, { "action_query_norm": 40.116868591308595, "action_relation_loss": 0.0014542387682013214, "auxiliary_loss_weight": 1.0, "epoch": 18.755846585594014, "flow_matching_loss": 0.02148568965494633, "grad_norm": 0.12172218412160873, "learning_rate": 2.718269439520138e-05, "loss": 0.023, "relation_loss": 0.0015579711878672242, "selected_pairs": 26881.7, "state_query_norm": 42.2859432220459, "state_relation_loss": 0.00010373241602792404, "step": 20050, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0015579711878672242, "weighted_relation_loss": 0.0015579711878672242 }, { "action_query_norm": 40.12643203735352, "action_relation_loss": 0.0013994082808494567, "auxiliary_loss_weight": 1.0, "epoch": 18.765201122544433, "flow_matching_loss": 0.02181091867387295, "grad_norm": 0.16729846596717834, "learning_rate": 2.7133666223286858e-05, "loss": 0.0233, "relation_loss": 0.001504699920769781, "selected_pairs": 26004.6, "state_query_norm": 42.27265243530273, "state_relation_loss": 0.00010529162973398343, "step": 20060, "valid_action_samples": 228.5, "weighted_auxiliary_loss": 0.001504699920769781, "weighted_relation_loss": 0.001504699920769781 }, { "action_query_norm": 40.07857475280762, "action_relation_loss": 0.0014751679147593677, "auxiliary_loss_weight": 1.0, "epoch": 18.774555659494855, "flow_matching_loss": 0.02161341644823551, "grad_norm": 0.1748550832271576, "learning_rate": 2.7084665836124006e-05, "loss": 0.0232, "relation_loss": 0.001583347818814218, "selected_pairs": 27195.3, "state_query_norm": 42.27437629699707, "state_relation_loss": 0.00010817991569638253, "step": 20070, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.001583347818814218, "weighted_relation_loss": 0.001583347818814218 }, { "action_query_norm": 40.104119873046876, "action_relation_loss": 0.0013819531071931125, "auxiliary_loss_weight": 1.0, "epoch": 18.783910196445277, "flow_matching_loss": 0.020879419706761836, "grad_norm": 0.10430143028497696, "learning_rate": 2.703569329325296e-05, "loss": 0.0224, "relation_loss": 0.0014892773353494704, "selected_pairs": 27321.4, "state_query_norm": 42.26269721984863, "state_relation_loss": 0.00010732422597357072, "step": 20080, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0014892773353494704, "weighted_relation_loss": 0.0014892773353494704 }, { "action_query_norm": 40.13089141845703, "action_relation_loss": 0.0014144038199447096, "auxiliary_loss_weight": 1.0, "epoch": 18.7932647333957, "flow_matching_loss": 0.02112663835287094, "grad_norm": 0.130309596657753, "learning_rate": 2.698674865417994e-05, "loss": 0.0226, "relation_loss": 0.0015131123713217677, "selected_pairs": 27007.5, "state_query_norm": 42.264983367919925, "state_relation_loss": 9.870857247733511e-05, "step": 20090, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0015131123713217677, "weighted_relation_loss": 0.0015131123713217677 }, { "action_query_norm": 40.16416931152344, "action_relation_loss": 0.001373257499653846, "auxiliary_loss_weight": 1.0, "epoch": 18.802619270346117, "flow_matching_loss": 0.02218882329761982, "grad_norm": 0.12145774811506271, "learning_rate": 2.6937831978377325e-05, "loss": 0.0237, "relation_loss": 0.0014870094251818954, "selected_pairs": 26550.1, "state_query_norm": 42.276970291137694, "state_relation_loss": 0.00011375191825209185, "step": 20100, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0014870094251818954, "weighted_relation_loss": 0.0014870094251818954 }, { "action_query_norm": 40.084841918945315, "action_relation_loss": 0.0014853429398499428, "auxiliary_loss_weight": 1.0, "epoch": 18.81197380729654, "flow_matching_loss": 0.02225979771465063, "grad_norm": 0.10968735814094543, "learning_rate": 2.6888943325283485e-05, "loss": 0.0239, "relation_loss": 0.0015916854608803988, "selected_pairs": 26858.8, "state_query_norm": 42.26235008239746, "state_relation_loss": 0.00010634252103045583, "step": 20110, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0015916854608803988, "weighted_relation_loss": 0.0015916854608803988 }, { "action_query_norm": 40.069588851928714, "action_relation_loss": 0.0014146480127237738, "auxiliary_loss_weight": 1.0, "epoch": 18.82132834424696, "flow_matching_loss": 0.023593760654330255, "grad_norm": 0.10151766985654831, "learning_rate": 2.6840082754302733e-05, "loss": 0.0251, "relation_loss": 0.0015210281126201153, "selected_pairs": 26878.1, "state_query_norm": 42.27841033935547, "state_relation_loss": 0.00010638010062393732, "step": 20120, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0015210281126201153, "weighted_relation_loss": 0.0015210281126201153 }, { "action_query_norm": 40.0927619934082, "action_relation_loss": 0.0014717181795276702, "auxiliary_loss_weight": 1.0, "epoch": 18.83068288119738, "flow_matching_loss": 0.02242367938160896, "grad_norm": 0.11481311172246933, "learning_rate": 2.679125032480525e-05, "loss": 0.024, "relation_loss": 0.0015692568849772215, "selected_pairs": 26710.1, "state_query_norm": 42.25675582885742, "state_relation_loss": 9.753870544955134e-05, "step": 20130, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0015692568849772215, "weighted_relation_loss": 0.0015692568849772215 }, { "action_query_norm": 40.152950286865234, "action_relation_loss": 0.0013421091600321234, "auxiliary_loss_weight": 1.0, "epoch": 18.8400374181478, "flow_matching_loss": 0.021265413984656333, "grad_norm": 0.11071443557739258, "learning_rate": 2.674244609612708e-05, "loss": 0.0227, "relation_loss": 0.001448211434762925, "selected_pairs": 27152.8, "state_query_norm": 42.2558479309082, "state_relation_loss": 0.00010610226454446092, "step": 20140, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001448211434762925, "weighted_relation_loss": 0.001448211434762925 }, { "action_query_norm": 40.13160171508789, "action_relation_loss": 0.0013722726260311901, "auxiliary_loss_weight": 1.0, "epoch": 18.849391955098223, "flow_matching_loss": 0.02019601073116064, "grad_norm": 0.10731911659240723, "learning_rate": 2.6693670127569958e-05, "loss": 0.0217, "relation_loss": 0.0014769668108783663, "selected_pairs": 27010.9, "state_query_norm": 42.254961013793945, "state_relation_loss": 0.00010469417611602694, "step": 20150, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0014769668108783663, "weighted_relation_loss": 0.0014769668108783663 }, { "action_query_norm": 40.041290283203125, "action_relation_loss": 0.0014533112524077296, "auxiliary_loss_weight": 1.0, "epoch": 18.858746492048645, "flow_matching_loss": 0.020627006143331527, "grad_norm": 0.09477534145116806, "learning_rate": 2.6644922478401268e-05, "loss": 0.0222, "relation_loss": 0.001554017118178308, "selected_pairs": 26413.8, "state_query_norm": 42.263502502441405, "state_relation_loss": 0.00010070587741211057, "step": 20160, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.001554017118178308, "weighted_relation_loss": 0.001554017118178308 }, { "action_query_norm": 40.11244125366211, "action_relation_loss": 0.0013245392125099897, "auxiliary_loss_weight": 1.0, "epoch": 18.868101028999064, "flow_matching_loss": 0.02257152795791626, "grad_norm": 0.10669118911027908, "learning_rate": 2.6596203207854004e-05, "loss": 0.024, "relation_loss": 0.0014296145527623594, "selected_pairs": 26964.3, "state_query_norm": 42.25798454284668, "state_relation_loss": 0.00010507532497285865, "step": 20170, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0014296145527623594, "weighted_relation_loss": 0.0014296145527623594 }, { "action_query_norm": 40.10068054199219, "action_relation_loss": 0.0014149607508443297, "auxiliary_loss_weight": 1.0, "epoch": 18.877455565949486, "flow_matching_loss": 0.02189452573657036, "grad_norm": 0.08171947300434113, "learning_rate": 2.654751237512666e-05, "loss": 0.0234, "relation_loss": 0.0015221539186313748, "selected_pairs": 26754.7, "state_query_norm": 42.25450820922852, "state_relation_loss": 0.0001071931648766622, "step": 20180, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0015221539186313748, "weighted_relation_loss": 0.0015221539186313748 }, { "action_query_norm": 40.120551681518556, "action_relation_loss": 0.0013959642150439323, "auxiliary_loss_weight": 1.0, "epoch": 18.886810102899908, "flow_matching_loss": 0.022762027196586133, "grad_norm": 0.144020676612854, "learning_rate": 2.649885003938323e-05, "loss": 0.0243, "relation_loss": 0.0014952717698179185, "selected_pairs": 27019.8, "state_query_norm": 42.2592056274414, "state_relation_loss": 9.930754531524144e-05, "step": 20190, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0014952717698179185, "weighted_relation_loss": 0.0014952717698179185 }, { "action_query_norm": 40.17403221130371, "action_relation_loss": 0.0013984489138238131, "auxiliary_loss_weight": 1.0, "epoch": 18.896164639850326, "flow_matching_loss": 0.020900349877774716, "grad_norm": 0.1182369738817215, "learning_rate": 2.6450216259753e-05, "loss": 0.0224, "relation_loss": 0.0015027816989459097, "selected_pairs": 26439.1, "state_query_norm": 42.26953773498535, "state_relation_loss": 0.00010433278148411774, "step": 20200, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0015027816989459097, "weighted_relation_loss": 0.0015027816989459097 }, { "action_query_norm": 40.123344039916994, "action_relation_loss": 0.0013338398654013871, "auxiliary_loss_weight": 1.0, "epoch": 18.90551917680075, "flow_matching_loss": 0.020506368763744832, "grad_norm": 0.09305999428033829, "learning_rate": 2.640161109533063e-05, "loss": 0.0219, "relation_loss": 0.0014381949789822102, "selected_pairs": 27197.3, "state_query_norm": 42.265494918823244, "state_relation_loss": 0.00010435510193929076, "step": 20210, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0014381949789822102, "weighted_relation_loss": 0.0014381949789822102 }, { "action_query_norm": 40.111519241333006, "action_relation_loss": 0.0013514059013687075, "auxiliary_loss_weight": 1.0, "epoch": 18.91487371375117, "flow_matching_loss": 0.02269350681453943, "grad_norm": 0.12915846705436707, "learning_rate": 2.6353034605175936e-05, "loss": 0.0241, "relation_loss": 0.0014545751851983368, "selected_pairs": 26914.6, "state_query_norm": 42.26505966186524, "state_relation_loss": 0.00010316927582607605, "step": 20220, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0014545751851983368, "weighted_relation_loss": 0.0014545751851983368 }, { "action_query_norm": 40.114126205444336, "action_relation_loss": 0.001385075063444674, "auxiliary_loss_weight": 1.0, "epoch": 18.92422825070159, "flow_matching_loss": 0.025051955506205557, "grad_norm": 0.10815435647964478, "learning_rate": 2.630448684831398e-05, "loss": 0.0265, "relation_loss": 0.0014857450732961297, "selected_pairs": 26709.7, "state_query_norm": 42.25985221862793, "state_relation_loss": 0.0001006700040306896, "step": 20230, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0014857450732961297, "weighted_relation_loss": 0.0014857450732961297 }, { "action_query_norm": 40.05201377868652, "action_relation_loss": 0.0013985194847919047, "auxiliary_loss_weight": 1.0, "epoch": 18.93358278765201, "flow_matching_loss": 0.023894476518034936, "grad_norm": 0.15166614949703217, "learning_rate": 2.625596788373482e-05, "loss": 0.0254, "relation_loss": 0.0014951360295526682, "selected_pairs": 27075.3, "state_query_norm": 42.260480117797854, "state_relation_loss": 9.66165382124018e-05, "step": 20240, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0014951360295526682, "weighted_relation_loss": 0.0014951360295526682 }, { "action_query_norm": 40.15405769348145, "action_relation_loss": 0.0013797161402180791, "auxiliary_loss_weight": 1.0, "epoch": 18.942937324602433, "flow_matching_loss": 0.022951208241283893, "grad_norm": 0.10329631716012955, "learning_rate": 2.620747777039363e-05, "loss": 0.0244, "relation_loss": 0.001478637068066746, "selected_pairs": 26990.8, "state_query_norm": 42.252191162109376, "state_relation_loss": 9.892092202790082e-05, "step": 20250, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.001478637068066746, "weighted_relation_loss": 0.001478637068066746 }, { "action_query_norm": 40.04819107055664, "action_relation_loss": 0.0014381072483956813, "auxiliary_loss_weight": 1.0, "epoch": 18.952291861552855, "flow_matching_loss": 0.02092039752751589, "grad_norm": 0.14930272102355957, "learning_rate": 2.6159016567210424e-05, "loss": 0.0225, "relation_loss": 0.0015421327669173479, "selected_pairs": 26409.9, "state_query_norm": 42.26364631652832, "state_relation_loss": 0.00010402552579762414, "step": 20260, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0015421327669173479, "weighted_relation_loss": 0.0015421327669173479 }, { "action_query_norm": 40.046102142333986, "action_relation_loss": 0.0014086702954955398, "auxiliary_loss_weight": 1.0, "epoch": 18.961646398503273, "flow_matching_loss": 0.020755892153829336, "grad_norm": 0.08702939748764038, "learning_rate": 2.6110584333070153e-05, "loss": 0.0223, "relation_loss": 0.001513431337662041, "selected_pairs": 26270.4, "state_query_norm": 42.244865036010744, "state_relation_loss": 0.00010476104071130977, "step": 20270, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.001513431337662041, "weighted_relation_loss": 0.001513431337662041 }, { "action_query_norm": 40.09291229248047, "action_relation_loss": 0.0013901988742873073, "auxiliary_loss_weight": 1.0, "epoch": 18.971000935453695, "flow_matching_loss": 0.021925851702690125, "grad_norm": 0.11450410634279251, "learning_rate": 2.6062181126822537e-05, "loss": 0.0234, "relation_loss": 0.001494738517794758, "selected_pairs": 26590.9, "state_query_norm": 42.257863235473636, "state_relation_loss": 0.00010453964932821691, "step": 20280, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.001494738517794758, "weighted_relation_loss": 0.001494738517794758 }, { "action_query_norm": 40.084075927734375, "action_relation_loss": 0.0014086184790357947, "auxiliary_loss_weight": 1.0, "epoch": 18.980355472404117, "flow_matching_loss": 0.02329396866261959, "grad_norm": 0.13038311898708344, "learning_rate": 2.601380700728203e-05, "loss": 0.0248, "relation_loss": 0.0015124870697036386, "selected_pairs": 26617.1, "state_query_norm": 42.25181427001953, "state_relation_loss": 0.00010386859357822687, "step": 20290, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0015124870697036386, "weighted_relation_loss": 0.0015124870697036386 }, { "action_query_norm": 40.079864501953125, "action_relation_loss": 0.0013923997757956386, "auxiliary_loss_weight": 1.0, "epoch": 18.989710009354535, "flow_matching_loss": 0.022338545694947243, "grad_norm": 0.0989990308880806, "learning_rate": 2.596546203322777e-05, "loss": 0.0238, "relation_loss": 0.0014932200312614441, "selected_pairs": 27290.2, "state_query_norm": 42.259042739868164, "state_relation_loss": 0.00010082025328301824, "step": 20300, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0014932200312614441, "weighted_relation_loss": 0.0014932200312614441 }, { "action_query_norm": 40.13851432800293, "action_relation_loss": 0.0013748426572419703, "auxiliary_loss_weight": 1.0, "epoch": 18.999064546304957, "flow_matching_loss": 0.020482726395130157, "grad_norm": 0.10884527117013931, "learning_rate": 2.5917146263403457e-05, "loss": 0.022, "relation_loss": 0.001480603008531034, "selected_pairs": 26641.6, "state_query_norm": 42.255283737182616, "state_relation_loss": 0.00010576036220300011, "step": 20310, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.001480603008531034, "weighted_relation_loss": 0.001480603008531034 }, { "action_query_norm": 40.09885787963867, "action_relation_loss": 0.001319006783887744, "auxiliary_loss_weight": 1.0, "epoch": 19.00841908325538, "flow_matching_loss": 0.02047562450170517, "grad_norm": 0.09541600942611694, "learning_rate": 2.5868859756517296e-05, "loss": 0.0219, "relation_loss": 0.001419566769618541, "selected_pairs": 24783.1, "state_query_norm": 42.26679954528809, "state_relation_loss": 0.00010055999664473347, "step": 20320, "valid_action_samples": 216.0, "weighted_auxiliary_loss": 0.001419566769618541, "weighted_relation_loss": 0.001419566769618541 }, { "action_query_norm": 40.067073059082034, "action_relation_loss": 0.0013736481545493008, "auxiliary_loss_weight": 1.0, "epoch": 19.0177736202058, "flow_matching_loss": 0.022423406317830085, "grad_norm": 0.0959477573633194, "learning_rate": 2.5820602571241947e-05, "loss": 0.0239, "relation_loss": 0.0014781635254621506, "selected_pairs": 26899.7, "state_query_norm": 42.23429069519043, "state_relation_loss": 0.00010451539128553122, "step": 20330, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0014781635254621506, "weighted_relation_loss": 0.0014781635254621506 }, { "action_query_norm": 40.060477828979494, "action_relation_loss": 0.0014081583707593382, "auxiliary_loss_weight": 1.0, "epoch": 19.02712815715622, "flow_matching_loss": 0.021964338049292563, "grad_norm": 0.1065383329987526, "learning_rate": 2.577237476621442e-05, "loss": 0.0235, "relation_loss": 0.0015091194887645542, "selected_pairs": 27153.6, "state_query_norm": 42.237539291381836, "state_relation_loss": 0.00010096111727762037, "step": 20340, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0015091194887645542, "weighted_relation_loss": 0.0015091194887645542 }, { "action_query_norm": 40.1376449584961, "action_relation_loss": 0.0013125056633725763, "auxiliary_loss_weight": 1.0, "epoch": 19.036482694106642, "flow_matching_loss": 0.021644390374422073, "grad_norm": 0.11656289547681808, "learning_rate": 2.572417640003609e-05, "loss": 0.0231, "relation_loss": 0.001413525000680238, "selected_pairs": 27034.5, "state_query_norm": 42.24070663452149, "state_relation_loss": 0.00010101932857651264, "step": 20350, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.001413525000680238, "weighted_relation_loss": 0.001413525000680238 }, { "action_query_norm": 40.08486061096191, "action_relation_loss": 0.0013038792531006038, "auxiliary_loss_weight": 1.0, "epoch": 19.045837231057064, "flow_matching_loss": 0.019411059468984602, "grad_norm": 0.09436332434415817, "learning_rate": 2.5676007531272473e-05, "loss": 0.0208, "relation_loss": 0.0014059009728953243, "selected_pairs": 26386.6, "state_query_norm": 42.2351375579834, "state_relation_loss": 0.00010202172197750769, "step": 20360, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0014059009728953243, "weighted_relation_loss": 0.0014059009728953243 }, { "action_query_norm": 40.069936752319336, "action_relation_loss": 0.0013050223351456225, "auxiliary_loss_weight": 1.0, "epoch": 19.055191768007482, "flow_matching_loss": 0.022113057784736156, "grad_norm": 0.10123591870069504, "learning_rate": 2.5627868218453332e-05, "loss": 0.0235, "relation_loss": 0.0014067568350583314, "selected_pairs": 26512.9, "state_query_norm": 42.23680191040039, "state_relation_loss": 0.00010173450136790052, "step": 20370, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0014067568350583314, "weighted_relation_loss": 0.0014067568350583314 }, { "action_query_norm": 40.086409378051755, "action_relation_loss": 0.0012562909047119319, "auxiliary_loss_weight": 1.0, "epoch": 19.064546304957904, "flow_matching_loss": 0.020613912679255008, "grad_norm": 0.09274624288082123, "learning_rate": 2.5579758520072443e-05, "loss": 0.022, "relation_loss": 0.0013539297855459155, "selected_pairs": 26735.2, "state_query_norm": 42.254035568237306, "state_relation_loss": 9.763887210283429e-05, "step": 20380, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0013539297855459155, "weighted_relation_loss": 0.0013539297855459155 }, { "action_query_norm": 40.10427589416504, "action_relation_loss": 0.0012878429144620896, "auxiliary_loss_weight": 1.0, "epoch": 19.073900841908326, "flow_matching_loss": 0.021399139985442163, "grad_norm": 0.11534424871206284, "learning_rate": 2.5531678494587615e-05, "loss": 0.0228, "relation_loss": 0.0013885167427361012, "selected_pairs": 26735.0, "state_query_norm": 42.23031349182129, "state_relation_loss": 0.0001006738246360328, "step": 20390, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0013885167427361012, "weighted_relation_loss": 0.0013885167427361012 }, { "action_query_norm": 40.111904525756835, "action_relation_loss": 0.0013973431545309723, "auxiliary_loss_weight": 1.0, "epoch": 19.08325537885875, "flow_matching_loss": 0.020660190656781197, "grad_norm": 0.11288583278656006, "learning_rate": 2.5483628200420644e-05, "loss": 0.0222, "relation_loss": 0.001501277438364923, "selected_pairs": 26723.0, "state_query_norm": 42.23766021728515, "state_relation_loss": 0.00010393427583039738, "step": 20400, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.001501277438364923, "weighted_relation_loss": 0.001501277438364923 }, { "action_query_norm": 40.1179931640625, "action_relation_loss": 0.001258835452608764, "auxiliary_loss_weight": 1.0, "epoch": 19.092609915809167, "flow_matching_loss": 0.0211151460185647, "grad_norm": 0.11449307948350906, "learning_rate": 2.5435607695957154e-05, "loss": 0.0225, "relation_loss": 0.0013595160329714418, "selected_pairs": 26894.4, "state_query_norm": 42.2518928527832, "state_relation_loss": 0.00010068059928016737, "step": 20410, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0013595160329714418, "weighted_relation_loss": 0.0013595160329714418 }, { "action_query_norm": 40.08245849609375, "action_relation_loss": 0.0013268788577988743, "auxiliary_loss_weight": 1.0, "epoch": 19.10196445275959, "flow_matching_loss": 0.021592527627944946, "grad_norm": 0.09680818766355515, "learning_rate": 2.5387617039546586e-05, "loss": 0.023, "relation_loss": 0.001435838604811579, "selected_pairs": 27322.6, "state_query_norm": 42.234672927856444, "state_relation_loss": 0.00010895973173319362, "step": 20420, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.001435838604811579, "weighted_relation_loss": 0.001435838604811579 }, { "action_query_norm": 40.092309188842776, "action_relation_loss": 0.0012975360034033657, "auxiliary_loss_weight": 1.0, "epoch": 19.11131898971001, "flow_matching_loss": 0.020626729913055898, "grad_norm": 0.08422570675611496, "learning_rate": 2.5339656289502106e-05, "loss": 0.022, "relation_loss": 0.0014011301449500025, "selected_pairs": 26778.8, "state_query_norm": 42.21893310546875, "state_relation_loss": 0.00010359413790865802, "step": 20430, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0014011301449500025, "weighted_relation_loss": 0.0014011301449500025 }, { "action_query_norm": 40.08321685791016, "action_relation_loss": 0.0012750349240377545, "auxiliary_loss_weight": 1.0, "epoch": 19.12067352666043, "flow_matching_loss": 0.020739953406155108, "grad_norm": 0.13280165195465088, "learning_rate": 2.529172550410056e-05, "loss": 0.0221, "relation_loss": 0.0013825863366946577, "selected_pairs": 26789.0, "state_query_norm": 42.23453330993652, "state_relation_loss": 0.00010755139592220076, "step": 20440, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0013825863366946577, "weighted_relation_loss": 0.0013825863366946577 }, { "action_query_norm": 40.07276382446289, "action_relation_loss": 0.0013517701765522361, "auxiliary_loss_weight": 1.0, "epoch": 19.13002806361085, "flow_matching_loss": 0.021639558486640453, "grad_norm": 0.1527574509382248, "learning_rate": 2.524382474158234e-05, "loss": 0.0231, "relation_loss": 0.001452904415782541, "selected_pairs": 27079.8, "state_query_norm": 42.228908920288085, "state_relation_loss": 0.00010113424723385833, "step": 20450, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001452904415782541, "weighted_relation_loss": 0.001452904415782541 }, { "action_query_norm": 40.09934272766113, "action_relation_loss": 0.001295656943693757, "auxiliary_loss_weight": 1.0, "epoch": 19.139382600561273, "flow_matching_loss": 0.022776337154209614, "grad_norm": 0.10619693249464035, "learning_rate": 2.5195954060151433e-05, "loss": 0.0242, "relation_loss": 0.0013991406653076411, "selected_pairs": 26898.7, "state_query_norm": 42.23324279785156, "state_relation_loss": 0.00010348373543820344, "step": 20460, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0013991406653076411, "weighted_relation_loss": 0.0013991406653076411 }, { "action_query_norm": 40.08894691467285, "action_relation_loss": 0.0014068585354834796, "auxiliary_loss_weight": 1.0, "epoch": 19.14873713751169, "flow_matching_loss": 0.02217338439077139, "grad_norm": 0.1004716232419014, "learning_rate": 2.5148113517975212e-05, "loss": 0.0237, "relation_loss": 0.0015035839867778122, "selected_pairs": 26411.9, "state_query_norm": 42.25141487121582, "state_relation_loss": 9.672542801126837e-05, "step": 20470, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0015035839867778122, "weighted_relation_loss": 0.0015035839867778122 }, { "action_query_norm": 40.053208923339845, "action_relation_loss": 0.0013660352793522178, "auxiliary_loss_weight": 1.0, "epoch": 19.158091674462113, "flow_matching_loss": 0.022113690339028835, "grad_norm": 0.11743778735399246, "learning_rate": 2.5100303173184447e-05, "loss": 0.0236, "relation_loss": 0.00146638925652951, "selected_pairs": 27056.8, "state_query_norm": 42.2432559967041, "state_relation_loss": 0.00010035398372565396, "step": 20480, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.00146638925652951, "weighted_relation_loss": 0.00146638925652951 }, { "action_query_norm": 40.085353469848634, "action_relation_loss": 0.001301513414364308, "auxiliary_loss_weight": 1.0, "epoch": 19.167446211412535, "flow_matching_loss": 0.020571309980005024, "grad_norm": 0.08795725554227829, "learning_rate": 2.5052523083873196e-05, "loss": 0.022, "relation_loss": 0.0014005177305079996, "selected_pairs": 26247.3, "state_query_norm": 42.22046585083008, "state_relation_loss": 9.900433069560677e-05, "step": 20490, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.0014005177305079996, "weighted_relation_loss": 0.0014005177305079996 }, { "action_query_norm": 40.101366424560545, "action_relation_loss": 0.0012887170538306235, "auxiliary_loss_weight": 1.0, "epoch": 19.176800748362957, "flow_matching_loss": 0.02075356226414442, "grad_norm": 0.09152141958475113, "learning_rate": 2.500477330809881e-05, "loss": 0.0221, "relation_loss": 0.0013864360633306205, "selected_pairs": 26597.2, "state_query_norm": 42.21895294189453, "state_relation_loss": 9.771901168278418e-05, "step": 20500, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0013864360633306205, "weighted_relation_loss": 0.0013864360633306205 }, { "action_query_norm": 40.111993408203126, "action_relation_loss": 0.0012773411814123391, "auxiliary_loss_weight": 1.0, "epoch": 19.186155285313376, "flow_matching_loss": 0.021613445691764356, "grad_norm": 0.08965186774730682, "learning_rate": 2.4957053903881733e-05, "loss": 0.023, "relation_loss": 0.0013756476109847426, "selected_pairs": 26641.8, "state_query_norm": 42.23180618286133, "state_relation_loss": 9.830642593442463e-05, "step": 20510, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0013756476109847426, "weighted_relation_loss": 0.0013756476109847426 }, { "action_query_norm": 40.10631141662598, "action_relation_loss": 0.0013080176780931652, "auxiliary_loss_weight": 1.0, "epoch": 19.195509822263798, "flow_matching_loss": 0.02300888579338789, "grad_norm": 0.09154660999774933, "learning_rate": 2.4909364929205576e-05, "loss": 0.0244, "relation_loss": 0.0014108377159573137, "selected_pairs": 26461.8, "state_query_norm": 42.240849304199216, "state_relation_loss": 0.00010282003859174438, "step": 20520, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0014108377159573137, "weighted_relation_loss": 0.0014108377159573137 }, { "action_query_norm": 40.10603637695313, "action_relation_loss": 0.0013392670080065727, "auxiliary_loss_weight": 1.0, "epoch": 19.20486435921422, "flow_matching_loss": 0.020798925869166852, "grad_norm": 0.1539260596036911, "learning_rate": 2.4861706442016923e-05, "loss": 0.0222, "relation_loss": 0.0014374816790223121, "selected_pairs": 26049.9, "state_query_norm": 42.22804832458496, "state_relation_loss": 9.821467247093097e-05, "step": 20530, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.0014374816790223121, "weighted_relation_loss": 0.0014374816790223121 }, { "action_query_norm": 40.041845703125, "action_relation_loss": 0.0012922648224048317, "auxiliary_loss_weight": 1.0, "epoch": 19.21421889616464, "flow_matching_loss": 0.020854430086910725, "grad_norm": 0.09241099655628204, "learning_rate": 2.481407850022533e-05, "loss": 0.0222, "relation_loss": 0.0013913633767515421, "selected_pairs": 26840.1, "state_query_norm": 42.220380783081055, "state_relation_loss": 9.909856598824262e-05, "step": 20540, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0013913633767515421, "weighted_relation_loss": 0.0013913633767515421 }, { "action_query_norm": 40.040108108520506, "action_relation_loss": 0.0013565129251219333, "auxiliary_loss_weight": 1.0, "epoch": 19.22357343311506, "flow_matching_loss": 0.021971153002232312, "grad_norm": 0.08545525372028351, "learning_rate": 2.4766481161703213e-05, "loss": 0.0234, "relation_loss": 0.0014572367654182017, "selected_pairs": 26528.2, "state_query_norm": 42.231829452514646, "state_relation_loss": 0.0001007238490274176, "step": 20550, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0014572367654182017, "weighted_relation_loss": 0.0014572367654182017 }, { "action_query_norm": 40.05028038024902, "action_relation_loss": 0.0013212902005761862, "auxiliary_loss_weight": 1.0, "epoch": 19.232927970065482, "flow_matching_loss": 0.020228638499975204, "grad_norm": 0.07751499116420746, "learning_rate": 2.4718914484285876e-05, "loss": 0.0217, "relation_loss": 0.0014294543769210577, "selected_pairs": 26800.8, "state_query_norm": 42.217828369140626, "state_relation_loss": 0.00010816419162438252, "step": 20560, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0014294543769210577, "weighted_relation_loss": 0.0014294543769210577 }, { "action_query_norm": 40.042900466918944, "action_relation_loss": 0.0012652261182665824, "auxiliary_loss_weight": 1.0, "epoch": 19.242282507015904, "flow_matching_loss": 0.019946575164794922, "grad_norm": 0.09632182866334915, "learning_rate": 2.467137852577129e-05, "loss": 0.0213, "relation_loss": 0.0013592185219749807, "selected_pairs": 26780.2, "state_query_norm": 42.22005958557129, "state_relation_loss": 9.399240370839834e-05, "step": 20570, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0013592185219749807, "weighted_relation_loss": 0.0013592185219749807 }, { "action_query_norm": 40.04916534423828, "action_relation_loss": 0.0014065464725717901, "auxiliary_loss_weight": 1.0, "epoch": 19.251637043966323, "flow_matching_loss": 0.021700831316411495, "grad_norm": 0.1185702309012413, "learning_rate": 2.4623873343920123e-05, "loss": 0.0232, "relation_loss": 0.0015083801234140992, "selected_pairs": 26623.3, "state_query_norm": 42.217499542236325, "state_relation_loss": 0.00010183364865952171, "step": 20580, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0015083801234140992, "weighted_relation_loss": 0.0015083801234140992 }, { "action_query_norm": 40.10880889892578, "action_relation_loss": 0.00125298936618492, "auxiliary_loss_weight": 1.0, "epoch": 19.260991580916745, "flow_matching_loss": 0.021382973808795214, "grad_norm": 0.11353112012147903, "learning_rate": 2.4576398996455656e-05, "loss": 0.0227, "relation_loss": 0.0013525947812013327, "selected_pairs": 27343.1, "state_query_norm": 42.20785789489746, "state_relation_loss": 9.960540410247631e-05, "step": 20590, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0013525947812013327, "weighted_relation_loss": 0.0013525947812013327 }, { "action_query_norm": 40.086250686645506, "action_relation_loss": 0.0013068035361357034, "auxiliary_loss_weight": 1.0, "epoch": 19.270346117867167, "flow_matching_loss": 0.022336568031460047, "grad_norm": 0.10296259075403214, "learning_rate": 2.452895554106368e-05, "loss": 0.0237, "relation_loss": 0.0014093380654230715, "selected_pairs": 27548.9, "state_query_norm": 42.215410232543945, "state_relation_loss": 0.00010253452928736806, "step": 20600, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.0014093380654230715, "weighted_relation_loss": 0.0014093380654230715 }, { "action_query_norm": 40.06990776062012, "action_relation_loss": 0.0013077075826004147, "auxiliary_loss_weight": 1.0, "epoch": 19.279700654817585, "flow_matching_loss": 0.02165697868913412, "grad_norm": 0.11522120982408524, "learning_rate": 2.4481543035392506e-05, "loss": 0.0231, "relation_loss": 0.0014079985907301308, "selected_pairs": 27197.5, "state_query_norm": 42.22456741333008, "state_relation_loss": 0.00010029100958490745, "step": 20610, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0014079985907301308, "weighted_relation_loss": 0.0014079985907301308 }, { "action_query_norm": 40.01699562072754, "action_relation_loss": 0.0013607087079435588, "auxiliary_loss_weight": 1.0, "epoch": 19.289055191768007, "flow_matching_loss": 0.021155243925750255, "grad_norm": 0.11339014023542404, "learning_rate": 2.4434161537052774e-05, "loss": 0.0226, "relation_loss": 0.001460757153108716, "selected_pairs": 26575.2, "state_query_norm": 42.21726989746094, "state_relation_loss": 0.0001000484568066895, "step": 20620, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.001460757153108716, "weighted_relation_loss": 0.001460757153108716 }, { "action_query_norm": 40.07863998413086, "action_relation_loss": 0.0013181254034861922, "auxiliary_loss_weight": 1.0, "epoch": 19.29840972871843, "flow_matching_loss": 0.02117799688130617, "grad_norm": 0.10198552161455154, "learning_rate": 2.4386811103617474e-05, "loss": 0.0226, "relation_loss": 0.001424579811282456, "selected_pairs": 26802.2, "state_query_norm": 42.19865760803223, "state_relation_loss": 0.00010645441652741283, "step": 20630, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001424579811282456, "weighted_relation_loss": 0.001424579811282456 }, { "action_query_norm": 40.04539260864258, "action_relation_loss": 0.0013447264907881617, "auxiliary_loss_weight": 1.0, "epoch": 19.30776426566885, "flow_matching_loss": 0.021518555656075477, "grad_norm": 0.10090965032577515, "learning_rate": 2.4339491792621833e-05, "loss": 0.023, "relation_loss": 0.001442728948313743, "selected_pairs": 27085.8, "state_query_norm": 42.221825408935544, "state_relation_loss": 9.800244588404894e-05, "step": 20640, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001442728948313743, "weighted_relation_loss": 0.001442728948313743 }, { "action_query_norm": 40.080308532714845, "action_relation_loss": 0.001418441196437925, "auxiliary_loss_weight": 1.0, "epoch": 19.31711880261927, "flow_matching_loss": 0.02044533584266901, "grad_norm": 0.11837119609117508, "learning_rate": 2.4292203661563312e-05, "loss": 0.022, "relation_loss": 0.0015146567136980593, "selected_pairs": 26920.3, "state_query_norm": 42.21439170837402, "state_relation_loss": 9.621551653253846e-05, "step": 20650, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0015146567136980593, "weighted_relation_loss": 0.0015146567136980593 }, { "action_query_norm": 40.07353477478027, "action_relation_loss": 0.0012928368058055639, "auxiliary_loss_weight": 1.0, "epoch": 19.32647333956969, "flow_matching_loss": 0.021158753708004952, "grad_norm": 0.11766690760850906, "learning_rate": 2.424494676790141e-05, "loss": 0.0226, "relation_loss": 0.001392388972453773, "selected_pairs": 27289.7, "state_query_norm": 42.20885543823242, "state_relation_loss": 9.955217246897519e-05, "step": 20660, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.001392388972453773, "weighted_relation_loss": 0.001392388972453773 }, { "action_query_norm": 40.072618865966795, "action_relation_loss": 0.0013176011969335377, "auxiliary_loss_weight": 1.0, "epoch": 19.335827876520113, "flow_matching_loss": 0.021768789365887643, "grad_norm": 0.11678757518529892, "learning_rate": 2.4197721169057745e-05, "loss": 0.0232, "relation_loss": 0.0014158797916024924, "selected_pairs": 26524.0, "state_query_norm": 42.21716575622558, "state_relation_loss": 9.827860121731646e-05, "step": 20670, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0014158797916024924, "weighted_relation_loss": 0.0014158797916024924 }, { "action_query_norm": 40.06843719482422, "action_relation_loss": 0.0012895113439299166, "auxiliary_loss_weight": 1.0, "epoch": 19.345182413470532, "flow_matching_loss": 0.021375062689185143, "grad_norm": 0.08922084420919418, "learning_rate": 2.4150526922415857e-05, "loss": 0.0228, "relation_loss": 0.0013862719526514411, "selected_pairs": 27110.4, "state_query_norm": 42.22672233581543, "state_relation_loss": 9.676061235950329e-05, "step": 20680, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0013862719526514411, "weighted_relation_loss": 0.0013862719526514411 }, { "action_query_norm": 39.96810646057129, "action_relation_loss": 0.0014569075196050108, "auxiliary_loss_weight": 1.0, "epoch": 19.354536950420954, "flow_matching_loss": 0.02164718434214592, "grad_norm": 0.10185568779706955, "learning_rate": 2.41033640853212e-05, "loss": 0.0232, "relation_loss": 0.0015524797374382616, "selected_pairs": 26951.1, "state_query_norm": 42.209817504882814, "state_relation_loss": 9.557222801959142e-05, "step": 20690, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0015524797374382616, "weighted_relation_loss": 0.0015524797374382616 }, { "action_query_norm": 40.020542526245116, "action_relation_loss": 0.0012651476310566068, "auxiliary_loss_weight": 1.0, "epoch": 19.363891487371376, "flow_matching_loss": 0.019690186157822608, "grad_norm": 0.09857837110757828, "learning_rate": 2.405623271508108e-05, "loss": 0.0211, "relation_loss": 0.0013664990314282478, "selected_pairs": 26876.6, "state_query_norm": 42.20096321105957, "state_relation_loss": 0.00010135141710634343, "step": 20700, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0013664990314282478, "weighted_relation_loss": 0.0013664990314282478 }, { "action_query_norm": 40.019290924072266, "action_relation_loss": 0.0013190158526413143, "auxiliary_loss_weight": 1.0, "epoch": 19.373246024321794, "flow_matching_loss": 0.019906075857579707, "grad_norm": 0.09994703531265259, "learning_rate": 2.4009132868964522e-05, "loss": 0.0213, "relation_loss": 0.001418433990329504, "selected_pairs": 26755.6, "state_query_norm": 42.20648765563965, "state_relation_loss": 9.941812022589147e-05, "step": 20710, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.001418433990329504, "weighted_relation_loss": 0.001418433990329504 }, { "action_query_norm": 40.03602485656738, "action_relation_loss": 0.00124862837838009, "auxiliary_loss_weight": 1.0, "epoch": 19.382600561272216, "flow_matching_loss": 0.022161046043038368, "grad_norm": 0.1173321083188057, "learning_rate": 2.3962064604202327e-05, "loss": 0.0235, "relation_loss": 0.0013498562388122083, "selected_pairs": 26416.6, "state_query_norm": 42.16984825134277, "state_relation_loss": 0.00010122786261490546, "step": 20720, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0013498562388122083, "weighted_relation_loss": 0.0013498562388122083 }, { "action_query_norm": 40.06285514831543, "action_relation_loss": 0.0012235575006343425, "auxiliary_loss_weight": 1.0, "epoch": 19.39195509822264, "flow_matching_loss": 0.020010967366397382, "grad_norm": 0.09156343340873718, "learning_rate": 2.3915027977986858e-05, "loss": 0.0213, "relation_loss": 0.0013229147880338132, "selected_pairs": 26696.2, "state_query_norm": 42.218495559692386, "state_relation_loss": 9.935728230630048e-05, "step": 20730, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0013229147880338132, "weighted_relation_loss": 0.0013229147880338132 }, { "action_query_norm": 40.01285858154297, "action_relation_loss": 0.0013410068000666796, "auxiliary_loss_weight": 1.0, "epoch": 19.40130963517306, "flow_matching_loss": 0.022788980323821307, "grad_norm": 0.10455461591482162, "learning_rate": 2.386802304747205e-05, "loss": 0.0242, "relation_loss": 0.0014388888841494918, "selected_pairs": 27178.0, "state_query_norm": 42.2018367767334, "state_relation_loss": 9.788209281396121e-05, "step": 20740, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0014388888841494918, "weighted_relation_loss": 0.0014388888841494918 }, { "action_query_norm": 40.00283012390137, "action_relation_loss": 0.0012788184569217265, "auxiliary_loss_weight": 1.0, "epoch": 19.41066417212348, "flow_matching_loss": 0.02121741697192192, "grad_norm": 0.09719541668891907, "learning_rate": 2.382104986977332e-05, "loss": 0.0226, "relation_loss": 0.001377422397490591, "selected_pairs": 26940.8, "state_query_norm": 42.187247085571286, "state_relation_loss": 9.860395875875838e-05, "step": 20750, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.001377422397490591, "weighted_relation_loss": 0.001377422397490591 }, { "action_query_norm": 40.07510871887207, "action_relation_loss": 0.001321626827120781, "auxiliary_loss_weight": 1.0, "epoch": 19.4200187090739, "flow_matching_loss": 0.02160322740674019, "grad_norm": 0.09681878238916397, "learning_rate": 2.377410850196749e-05, "loss": 0.023, "relation_loss": 0.0014200237230397761, "selected_pairs": 27525.3, "state_query_norm": 42.20620918273926, "state_relation_loss": 9.839689810178242e-05, "step": 20760, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.0014200237230397761, "weighted_relation_loss": 0.0014200237230397761 }, { "action_query_norm": 40.06045379638672, "action_relation_loss": 0.0012879053596407176, "auxiliary_loss_weight": 1.0, "epoch": 19.429373246024323, "flow_matching_loss": 0.02227500583976507, "grad_norm": 0.1395994871854782, "learning_rate": 2.3727199001092797e-05, "loss": 0.0237, "relation_loss": 0.0013882896746508777, "selected_pairs": 26920.2, "state_query_norm": 42.198554611206056, "state_relation_loss": 0.00010038429973064922, "step": 20770, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0013882896746508777, "weighted_relation_loss": 0.0013882896746508777 }, { "action_query_norm": 40.03269271850586, "action_relation_loss": 0.001329828437883407, "auxiliary_loss_weight": 1.0, "epoch": 19.43872778297474, "flow_matching_loss": 0.01986945290118456, "grad_norm": 0.10444445163011551, "learning_rate": 2.3680321424148677e-05, "loss": 0.0213, "relation_loss": 0.0014274317887611686, "selected_pairs": 27217.7, "state_query_norm": 42.21222457885742, "state_relation_loss": 9.760335669852793e-05, "step": 20780, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0014274317887611686, "weighted_relation_loss": 0.0014274317887611686 }, { "action_query_norm": 40.04070777893067, "action_relation_loss": 0.001392009574919939, "auxiliary_loss_weight": 1.0, "epoch": 19.448082319925163, "flow_matching_loss": 0.021801043301820755, "grad_norm": 0.1029323861002922, "learning_rate": 2.3633475828095793e-05, "loss": 0.0233, "relation_loss": 0.0014907860313542187, "selected_pairs": 27456.6, "state_query_norm": 42.19256362915039, "state_relation_loss": 9.877646298264153e-05, "step": 20790, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0014907860313542187, "weighted_relation_loss": 0.0014907860313542187 }, { "action_query_norm": 39.99778289794922, "action_relation_loss": 0.001276712620165199, "auxiliary_loss_weight": 1.0, "epoch": 19.457436856875585, "flow_matching_loss": 0.021482869796454907, "grad_norm": 0.09704841673374176, "learning_rate": 2.358666226985599e-05, "loss": 0.0229, "relation_loss": 0.0013781384681351484, "selected_pairs": 26966.4, "state_query_norm": 42.17320327758789, "state_relation_loss": 0.00010142585160792806, "step": 20800, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0013781384681351484, "weighted_relation_loss": 0.0013781384681351484 }, { "action_query_norm": 40.010546112060545, "action_relation_loss": 0.0013174334657378496, "auxiliary_loss_weight": 1.0, "epoch": 19.466791393826007, "flow_matching_loss": 0.02110801786184311, "grad_norm": 0.09572580456733704, "learning_rate": 2.353988080631213e-05, "loss": 0.0225, "relation_loss": 0.0014160066843032838, "selected_pairs": 26176.7, "state_query_norm": 42.21871757507324, "state_relation_loss": 9.857322802417912e-05, "step": 20810, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.0014160066843032838, "weighted_relation_loss": 0.0014160066843032838 }, { "action_query_norm": 40.022661972045896, "action_relation_loss": 0.00122032358776778, "auxiliary_loss_weight": 1.0, "epoch": 19.476145930776426, "flow_matching_loss": 0.019978230819106102, "grad_norm": 0.09497416764497757, "learning_rate": 2.3493131494308142e-05, "loss": 0.0213, "relation_loss": 0.001318402262404561, "selected_pairs": 27035.6, "state_query_norm": 42.20683364868164, "state_relation_loss": 9.80786862783134e-05, "step": 20820, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.001318402262404561, "weighted_relation_loss": 0.001318402262404561 }, { "action_query_norm": 40.04144134521484, "action_relation_loss": 0.0012575517874211072, "auxiliary_loss_weight": 1.0, "epoch": 19.485500467726848, "flow_matching_loss": 0.020590661466121672, "grad_norm": 0.10689503699541092, "learning_rate": 2.344641439064881e-05, "loss": 0.0219, "relation_loss": 0.0013575884397141636, "selected_pairs": 26828.2, "state_query_norm": 42.2093147277832, "state_relation_loss": 0.00010003664792748168, "step": 20830, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0013575884397141636, "weighted_relation_loss": 0.0013575884397141636 }, { "action_query_norm": 40.013540267944336, "action_relation_loss": 0.001303916657343507, "auxiliary_loss_weight": 1.0, "epoch": 19.49485500467727, "flow_matching_loss": 0.020576723851263523, "grad_norm": 0.10933197289705276, "learning_rate": 2.339972955209984e-05, "loss": 0.022, "relation_loss": 0.0014103386434726416, "selected_pairs": 26813.1, "state_query_norm": 42.18937301635742, "state_relation_loss": 0.00010642199413268827, "step": 20840, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0014103386434726416, "weighted_relation_loss": 0.0014103386434726416 }, { "action_query_norm": 39.98284797668457, "action_relation_loss": 0.001313617278356105, "auxiliary_loss_weight": 1.0, "epoch": 19.504209541627688, "flow_matching_loss": 0.022970523126423358, "grad_norm": 0.08399084210395813, "learning_rate": 2.335307703538771e-05, "loss": 0.0244, "relation_loss": 0.0014170199166983366, "selected_pairs": 27317.5, "state_query_norm": 42.2082332611084, "state_relation_loss": 0.00010340262597310356, "step": 20850, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0014170199166983366, "weighted_relation_loss": 0.0014170199166983366 }, { "action_query_norm": 40.04384307861328, "action_relation_loss": 0.001310391863808036, "auxiliary_loss_weight": 1.0, "epoch": 19.51356407857811, "flow_matching_loss": 0.02235785387456417, "grad_norm": 0.10099421441555023, "learning_rate": 2.330645689719962e-05, "loss": 0.0238, "relation_loss": 0.001405913825146854, "selected_pairs": 26987.8, "state_query_norm": 42.18905792236328, "state_relation_loss": 9.552195260766893e-05, "step": 20860, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.001405913825146854, "weighted_relation_loss": 0.001405913825146854 }, { "action_query_norm": 40.03586196899414, "action_relation_loss": 0.0012772875721566378, "auxiliary_loss_weight": 1.0, "epoch": 19.522918615528532, "flow_matching_loss": 0.02091411892324686, "grad_norm": 0.1260673999786377, "learning_rate": 2.3259869194183414e-05, "loss": 0.0223, "relation_loss": 0.0013742942828685045, "selected_pairs": 27150.1, "state_query_norm": 42.191019439697264, "state_relation_loss": 9.700672526378185e-05, "step": 20870, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0013742942828685045, "weighted_relation_loss": 0.0013742942828685045 }, { "action_query_norm": 40.06666793823242, "action_relation_loss": 0.0012977569829672575, "auxiliary_loss_weight": 1.0, "epoch": 19.532273152478954, "flow_matching_loss": 0.018691984843462704, "grad_norm": 0.08536294847726822, "learning_rate": 2.321331398294759e-05, "loss": 0.0201, "relation_loss": 0.0014021934010088443, "selected_pairs": 26482.7, "state_query_norm": 42.2010082244873, "state_relation_loss": 0.0001044364194967784, "step": 20880, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0014021934010088443, "weighted_relation_loss": 0.0014021934010088443 }, { "action_query_norm": 40.01126594543457, "action_relation_loss": 0.0013499928521923722, "auxiliary_loss_weight": 1.0, "epoch": 19.541627689429372, "flow_matching_loss": 0.020243713259696962, "grad_norm": 0.11201214790344238, "learning_rate": 2.3166791320061094e-05, "loss": 0.0217, "relation_loss": 0.0014456538832746447, "selected_pairs": 27058.6, "state_query_norm": 42.18721694946289, "state_relation_loss": 9.566103326505982e-05, "step": 20890, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0014456538832746447, "weighted_relation_loss": 0.0014456538832746447 }, { "action_query_norm": 40.052606201171876, "action_relation_loss": 0.0012334816972725093, "auxiliary_loss_weight": 1.0, "epoch": 19.550982226379794, "flow_matching_loss": 0.020220549777150154, "grad_norm": 0.14758816361427307, "learning_rate": 2.312030126205335e-05, "loss": 0.0216, "relation_loss": 0.0013390091015025973, "selected_pairs": 27041.8, "state_query_norm": 42.18434638977051, "state_relation_loss": 0.00010552741514402442, "step": 20900, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0013390091015025973, "weighted_relation_loss": 0.0013390091015025973 }, { "action_query_norm": 39.98013496398926, "action_relation_loss": 0.001371682167518884, "auxiliary_loss_weight": 1.0, "epoch": 19.560336763330216, "flow_matching_loss": 0.019761410355567933, "grad_norm": 0.10196831822395325, "learning_rate": 2.3073843865414162e-05, "loss": 0.0212, "relation_loss": 0.0014703962486237287, "selected_pairs": 26666.1, "state_query_norm": 42.18526954650879, "state_relation_loss": 9.871407819446176e-05, "step": 20910, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0014703962486237287, "weighted_relation_loss": 0.0014703962486237287 }, { "action_query_norm": 40.047005844116214, "action_relation_loss": 0.0012575054541230201, "auxiliary_loss_weight": 1.0, "epoch": 19.569691300280635, "flow_matching_loss": 0.020927250385284424, "grad_norm": 0.12422297149896622, "learning_rate": 2.302741918659363e-05, "loss": 0.0223, "relation_loss": 0.0013541771098971368, "selected_pairs": 26618.1, "state_query_norm": 42.19075469970703, "state_relation_loss": 9.667164631537162e-05, "step": 20920, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0013541771098971368, "weighted_relation_loss": 0.0013541771098971368 }, { "action_query_norm": 40.010514450073245, "action_relation_loss": 0.0013354883412830532, "auxiliary_loss_weight": 1.0, "epoch": 19.579045837231057, "flow_matching_loss": 0.019856381230056286, "grad_norm": 0.11611958593130112, "learning_rate": 2.2981027282002154e-05, "loss": 0.0213, "relation_loss": 0.0014302284456789494, "selected_pairs": 26803.9, "state_query_norm": 42.196118927001955, "state_relation_loss": 9.474012622376904e-05, "step": 20930, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0014302284456789494, "weighted_relation_loss": 0.0014302284456789494 }, { "action_query_norm": 40.017025756835935, "action_relation_loss": 0.0012366052716970444, "auxiliary_loss_weight": 1.0, "epoch": 19.58840037418148, "flow_matching_loss": 0.020237490069121122, "grad_norm": 0.08658161014318466, "learning_rate": 2.2934668208010236e-05, "loss": 0.0216, "relation_loss": 0.001335763616953045, "selected_pairs": 26559.1, "state_query_norm": 42.18731117248535, "state_relation_loss": 9.915834889397956e-05, "step": 20940, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.001335763616953045, "weighted_relation_loss": 0.001335763616953045 }, { "action_query_norm": 39.996345138549806, "action_relation_loss": 0.0013557452475652099, "auxiliary_loss_weight": 1.0, "epoch": 19.5977549111319, "flow_matching_loss": 0.020397969894111155, "grad_norm": 0.09558843821287155, "learning_rate": 2.2888342020948555e-05, "loss": 0.0218, "relation_loss": 0.0014504337683320045, "selected_pairs": 26922.7, "state_query_norm": 42.17512664794922, "state_relation_loss": 9.468852658756077e-05, "step": 20950, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0014504337683320045, "weighted_relation_loss": 0.0014504337683320045 }, { "action_query_norm": 39.97252655029297, "action_relation_loss": 0.0012929168180562556, "auxiliary_loss_weight": 1.0, "epoch": 19.60710944808232, "flow_matching_loss": 0.020347415935248137, "grad_norm": 0.09157409518957138, "learning_rate": 2.2842048777107783e-05, "loss": 0.0217, "relation_loss": 0.0013907357351854444, "selected_pairs": 27180.3, "state_query_norm": 42.17630119323731, "state_relation_loss": 9.781891712918877e-05, "step": 20960, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0013907357351854444, "weighted_relation_loss": 0.0013907357351854444 }, { "action_query_norm": 40.001679229736325, "action_relation_loss": 0.0012377626029774547, "auxiliary_loss_weight": 1.0, "epoch": 19.61646398503274, "flow_matching_loss": 0.019823375251144172, "grad_norm": 0.10525673627853394, "learning_rate": 2.2795788532738553e-05, "loss": 0.0212, "relation_loss": 0.0013308732653968037, "selected_pairs": 27013.6, "state_query_norm": 42.181967163085936, "state_relation_loss": 9.311065368819982e-05, "step": 20970, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0013308732653968037, "weighted_relation_loss": 0.0013308732653968037 }, { "action_query_norm": 39.96468505859375, "action_relation_loss": 0.001335004682186991, "auxiliary_loss_weight": 1.0, "epoch": 19.625818521983163, "flow_matching_loss": 0.021699564158916475, "grad_norm": 0.11488921195268631, "learning_rate": 2.2749561344051468e-05, "loss": 0.0231, "relation_loss": 0.0014273616834543645, "selected_pairs": 26831.8, "state_query_norm": 42.19570693969727, "state_relation_loss": 9.235700708813966e-05, "step": 20980, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0014273616834543645, "weighted_relation_loss": 0.0014273616834543645 }, { "action_query_norm": 40.021589279174805, "action_relation_loss": 0.001251955213956535, "auxiliary_loss_weight": 1.0, "epoch": 19.63517305893358, "flow_matching_loss": 0.02084333561360836, "grad_norm": 0.1474754363298416, "learning_rate": 2.2703367267216896e-05, "loss": 0.0222, "relation_loss": 0.0013527014409191907, "selected_pairs": 26964.2, "state_query_norm": 42.17602310180664, "state_relation_loss": 0.0001007462342386134, "step": 20990, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0013527014409191907, "weighted_relation_loss": 0.0013527014409191907 }, { "action_query_norm": 40.009961700439455, "action_relation_loss": 0.0013687901198863983, "auxiliary_loss_weight": 1.0, "epoch": 19.644527595884004, "flow_matching_loss": 0.01949126534163952, "grad_norm": 0.10735218971967697, "learning_rate": 2.2657206358364997e-05, "loss": 0.021, "relation_loss": 0.0014662495232187212, "selected_pairs": 27180.4, "state_query_norm": 42.170694732666014, "state_relation_loss": 9.745941060828045e-05, "step": 21000, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0014662495232187212, "weighted_relation_loss": 0.0014662495232187212 }, { "action_query_norm": 40.00813179016113, "action_relation_loss": 0.0013475439394824208, "auxiliary_loss_weight": 1.0, "epoch": 19.653882132834426, "flow_matching_loss": 0.02176994513720274, "grad_norm": 0.08872595429420471, "learning_rate": 2.261107867358563e-05, "loss": 0.0232, "relation_loss": 0.0014495996991172432, "selected_pairs": 26969.9, "state_query_norm": 42.1574047088623, "state_relation_loss": 0.00010205578219029121, "step": 21010, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0014495996991172432, "weighted_relation_loss": 0.0014495996991172432 }, { "action_query_norm": 40.003840637207034, "action_relation_loss": 0.0012292814324609935, "auxiliary_loss_weight": 1.0, "epoch": 19.663236669784844, "flow_matching_loss": 0.02003413885831833, "grad_norm": 0.11200170964002609, "learning_rate": 2.2564984268928263e-05, "loss": 0.0214, "relation_loss": 0.001327153982128948, "selected_pairs": 26945.5, "state_query_norm": 42.2019775390625, "state_relation_loss": 9.787253220565617e-05, "step": 21020, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.001327153982128948, "weighted_relation_loss": 0.001327153982128948 }, { "action_query_norm": 39.94755859375, "action_relation_loss": 0.0012536908965557815, "auxiliary_loss_weight": 1.0, "epoch": 19.672591206735266, "flow_matching_loss": 0.022445699758827688, "grad_norm": 0.11381013691425323, "learning_rate": 2.251892320040198e-05, "loss": 0.0238, "relation_loss": 0.0013520479667931795, "selected_pairs": 26432.8, "state_query_norm": 42.17272186279297, "state_relation_loss": 9.835708551690914e-05, "step": 21030, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0013520479667931795, "weighted_relation_loss": 0.0013520479667931795 }, { "action_query_norm": 39.9672248840332, "action_relation_loss": 0.0012448130175471306, "auxiliary_loss_weight": 1.0, "epoch": 19.681945743685688, "flow_matching_loss": 0.01970468517392874, "grad_norm": 0.10039352625608444, "learning_rate": 2.2472895523975312e-05, "loss": 0.021, "relation_loss": 0.001342718058731407, "selected_pairs": 27149.0, "state_query_norm": 42.18057556152344, "state_relation_loss": 9.790503754629754e-05, "step": 21040, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001342718058731407, "weighted_relation_loss": 0.001342718058731407 }, { "action_query_norm": 40.01078720092774, "action_relation_loss": 0.0013489401317201555, "auxiliary_loss_weight": 1.0, "epoch": 19.69130028063611, "flow_matching_loss": 0.020796451810747386, "grad_norm": 0.07401132583618164, "learning_rate": 2.2426901295576212e-05, "loss": 0.0222, "relation_loss": 0.0014429567498154938, "selected_pairs": 26943.2, "state_query_norm": 42.17892913818359, "state_relation_loss": 9.401661591255107e-05, "step": 21050, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0014429567498154938, "weighted_relation_loss": 0.0014429567498154938 }, { "action_query_norm": 39.97065734863281, "action_relation_loss": 0.0013783090398646891, "auxiliary_loss_weight": 1.0, "epoch": 19.70065481758653, "flow_matching_loss": 0.020327564142644406, "grad_norm": 0.10580099374055862, "learning_rate": 2.2380940571092013e-05, "loss": 0.0218, "relation_loss": 0.0014782493351958692, "selected_pairs": 27365.3, "state_query_norm": 42.158032989501955, "state_relation_loss": 9.994029533118009e-05, "step": 21060, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0014782493351958692, "weighted_relation_loss": 0.0014782493351958692 }, { "action_query_norm": 39.98554649353027, "action_relation_loss": 0.001237171853426844, "auxiliary_loss_weight": 1.0, "epoch": 19.71000935453695, "flow_matching_loss": 0.022165879048407076, "grad_norm": 0.1072767823934555, "learning_rate": 2.2335013406369302e-05, "loss": 0.0235, "relation_loss": 0.0013382638455368579, "selected_pairs": 27344.0, "state_query_norm": 42.18340797424317, "state_relation_loss": 0.00010109200011356733, "step": 21070, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0013382638455368579, "weighted_relation_loss": 0.0013382638455368579 }, { "action_query_norm": 39.974357986450194, "action_relation_loss": 0.0013114058878272773, "auxiliary_loss_weight": 1.0, "epoch": 19.719363891487372, "flow_matching_loss": 0.020203998312354088, "grad_norm": 0.09342700988054276, "learning_rate": 2.228911985721397e-05, "loss": 0.0216, "relation_loss": 0.001415973750408739, "selected_pairs": 26414.5, "state_query_norm": 42.17215843200684, "state_relation_loss": 0.000104567867674632, "step": 21080, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.001415973750408739, "weighted_relation_loss": 0.001415973750408739 }, { "action_query_norm": 39.96327285766601, "action_relation_loss": 0.0012788740219548344, "auxiliary_loss_weight": 1.0, "epoch": 19.72871842843779, "flow_matching_loss": 0.020446811988949775, "grad_norm": 0.11356685310602188, "learning_rate": 2.224325997939095e-05, "loss": 0.0218, "relation_loss": 0.001377960224635899, "selected_pairs": 27083.4, "state_query_norm": 42.17789077758789, "state_relation_loss": 9.90862085018307e-05, "step": 21090, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001377960224635899, "weighted_relation_loss": 0.001377960224635899 }, { "action_query_norm": 39.91040954589844, "action_relation_loss": 0.0013073127600364387, "auxiliary_loss_weight": 1.0, "epoch": 19.738072965388213, "flow_matching_loss": 0.021327379532158373, "grad_norm": 0.1297118067741394, "learning_rate": 2.219743382862437e-05, "loss": 0.0227, "relation_loss": 0.001403874100651592, "selected_pairs": 26762.6, "state_query_norm": 42.1734619140625, "state_relation_loss": 9.656134352553636e-05, "step": 21100, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.001403874100651592, "weighted_relation_loss": 0.001403874100651592 }, { "action_query_norm": 39.973231887817384, "action_relation_loss": 0.0012414749711751939, "auxiliary_loss_weight": 1.0, "epoch": 19.747427502338635, "flow_matching_loss": 0.02080450113862753, "grad_norm": 0.12201645225286484, "learning_rate": 2.2151641460597294e-05, "loss": 0.0221, "relation_loss": 0.001334384665824473, "selected_pairs": 26363.2, "state_query_norm": 42.169572067260745, "state_relation_loss": 9.290969173889608e-05, "step": 21110, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.001334384665824473, "weighted_relation_loss": 0.001334384665824473 }, { "action_query_norm": 39.94908752441406, "action_relation_loss": 0.0012999315746128558, "auxiliary_loss_weight": 1.0, "epoch": 19.756782039289057, "flow_matching_loss": 0.018183890916407108, "grad_norm": 0.1102883592247963, "learning_rate": 2.210588293095177e-05, "loss": 0.0196, "relation_loss": 0.0013930972665548325, "selected_pairs": 27502.1, "state_query_norm": 42.15956344604492, "state_relation_loss": 9.316567520727404e-05, "step": 21120, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0013930972665548325, "weighted_relation_loss": 0.0013930972665548325 }, { "action_query_norm": 39.9702392578125, "action_relation_loss": 0.001269520679488778, "auxiliary_loss_weight": 1.0, "epoch": 19.766136576239475, "flow_matching_loss": 0.022033417038619517, "grad_norm": 0.0921308770775795, "learning_rate": 2.2060158295288714e-05, "loss": 0.0234, "relation_loss": 0.0013665650505572558, "selected_pairs": 27009.7, "state_query_norm": 42.17122383117676, "state_relation_loss": 9.704438780318014e-05, "step": 21130, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0013665650505572558, "weighted_relation_loss": 0.0013665650505572558 }, { "action_query_norm": 40.07461738586426, "action_relation_loss": 0.0012478749151341618, "auxiliary_loss_weight": 1.0, "epoch": 19.775491113189897, "flow_matching_loss": 0.020376141276210548, "grad_norm": 0.12610109150409698, "learning_rate": 2.2014467609167905e-05, "loss": 0.0217, "relation_loss": 0.0013448200421407818, "selected_pairs": 27247.0, "state_query_norm": 42.157677459716794, "state_relation_loss": 9.694512409623713e-05, "step": 21140, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0013448200421407818, "weighted_relation_loss": 0.0013448200421407818 }, { "action_query_norm": 39.95561141967774, "action_relation_loss": 0.0012999893398955465, "auxiliary_loss_weight": 1.0, "epoch": 19.78484565014032, "flow_matching_loss": 0.020554067753255367, "grad_norm": 0.11602123826742172, "learning_rate": 2.1968810928107806e-05, "loss": 0.022, "relation_loss": 0.0013985559809952975, "selected_pairs": 26671.1, "state_query_norm": 42.153150177001955, "state_relation_loss": 9.856666147243232e-05, "step": 21150, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0013985559809952975, "weighted_relation_loss": 0.0013985559809952975 }, { "action_query_norm": 39.97653160095215, "action_relation_loss": 0.0012216299423016609, "auxiliary_loss_weight": 1.0, "epoch": 19.794200187090738, "flow_matching_loss": 0.020789687521755695, "grad_norm": 0.13471324741840363, "learning_rate": 2.1923188307585606e-05, "loss": 0.0221, "relation_loss": 0.0013206006609834731, "selected_pairs": 26278.6, "state_query_norm": 42.16318244934082, "state_relation_loss": 9.897072668536566e-05, "step": 21160, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0013206006609834731, "weighted_relation_loss": 0.0013206006609834731 }, { "action_query_norm": 40.02685432434082, "action_relation_loss": 0.0012658439809456468, "auxiliary_loss_weight": 1.0, "epoch": 19.80355472404116, "flow_matching_loss": 0.02036317586898804, "grad_norm": 0.12016962468624115, "learning_rate": 2.187759980303708e-05, "loss": 0.0217, "relation_loss": 0.001365643530152738, "selected_pairs": 27202.0, "state_query_norm": 42.17038345336914, "state_relation_loss": 9.979956230381504e-05, "step": 21170, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.001365643530152738, "weighted_relation_loss": 0.001365643530152738 }, { "action_query_norm": 39.94098587036133, "action_relation_loss": 0.001316147076431662, "auxiliary_loss_weight": 1.0, "epoch": 19.81290926099158, "flow_matching_loss": 0.022670208103954793, "grad_norm": 0.11753913015127182, "learning_rate": 2.1832045469856545e-05, "loss": 0.0241, "relation_loss": 0.0014116168022155762, "selected_pairs": 26600.1, "state_query_norm": 42.150089263916016, "state_relation_loss": 9.546972796670161e-05, "step": 21180, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0014116168022155762, "weighted_relation_loss": 0.0014116168022155762 }, { "action_query_norm": 39.96160621643067, "action_relation_loss": 0.0012275519315153361, "auxiliary_loss_weight": 1.0, "epoch": 19.822263797942004, "flow_matching_loss": 0.020219802297651766, "grad_norm": 0.09427033364772797, "learning_rate": 2.1786525363396844e-05, "loss": 0.0215, "relation_loss": 0.001327409001532942, "selected_pairs": 26992.0, "state_query_norm": 42.15147476196289, "state_relation_loss": 9.985708311432973e-05, "step": 21190, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.001327409001532942, "weighted_relation_loss": 0.001327409001532942 }, { "action_query_norm": 39.96085777282715, "action_relation_loss": 0.0012457962380722164, "auxiliary_loss_weight": 1.0, "epoch": 19.831618334892422, "flow_matching_loss": 0.020794902369379996, "grad_norm": 0.10353577882051468, "learning_rate": 2.1741039538969183e-05, "loss": 0.0221, "relation_loss": 0.001346695888787508, "selected_pairs": 26465.1, "state_query_norm": 42.15063629150391, "state_relation_loss": 0.0001008996507152915, "step": 21200, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.001346695888787508, "weighted_relation_loss": 0.001346695888787508 }, { "action_query_norm": 39.932503128051756, "action_relation_loss": 0.0013089584768749773, "auxiliary_loss_weight": 1.0, "epoch": 19.840972871842844, "flow_matching_loss": 0.02118366342037916, "grad_norm": 0.11659814417362213, "learning_rate": 2.169558805184313e-05, "loss": 0.0226, "relation_loss": 0.0014124080655165017, "selected_pairs": 26685.3, "state_query_norm": 42.139923858642575, "state_relation_loss": 0.00010344959300709889, "step": 21210, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0014124080655165017, "weighted_relation_loss": 0.0014124080655165017 }, { "action_query_norm": 39.977905654907225, "action_relation_loss": 0.001307241292670369, "auxiliary_loss_weight": 1.0, "epoch": 19.850327408793266, "flow_matching_loss": 0.021537570282816887, "grad_norm": 0.1063704639673233, "learning_rate": 2.165017095724651e-05, "loss": 0.0229, "relation_loss": 0.0014039500965736806, "selected_pairs": 26649.2, "state_query_norm": 42.15671653747559, "state_relation_loss": 9.670879881014116e-05, "step": 21220, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0014039500965736806, "weighted_relation_loss": 0.0014039500965736806 }, { "action_query_norm": 39.960968780517575, "action_relation_loss": 0.0012823599390685558, "auxiliary_loss_weight": 1.0, "epoch": 19.859681945743684, "flow_matching_loss": 0.020704510807991027, "grad_norm": 0.11247673630714417, "learning_rate": 2.1604788310365405e-05, "loss": 0.0221, "relation_loss": 0.0013872992480173708, "selected_pairs": 26599.7, "state_query_norm": 42.157656860351565, "state_relation_loss": 0.00010493930531083607, "step": 21230, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0013872992480173708, "weighted_relation_loss": 0.0013872992480173708 }, { "action_query_norm": 39.93736038208008, "action_relation_loss": 0.0012933094520121812, "auxiliary_loss_weight": 1.0, "epoch": 19.869036482694106, "flow_matching_loss": 0.018733843602240084, "grad_norm": 0.09392204880714417, "learning_rate": 2.155944016634398e-05, "loss": 0.0201, "relation_loss": 0.0013944860897026957, "selected_pairs": 26420.0, "state_query_norm": 42.15266342163086, "state_relation_loss": 0.00010117664569406771, "step": 21240, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0013944860897026957, "weighted_relation_loss": 0.0013944860897026957 }, { "action_query_norm": 39.96587982177734, "action_relation_loss": 0.0012649771757423877, "auxiliary_loss_weight": 1.0, "epoch": 19.87839101964453, "flow_matching_loss": 0.019339745119214057, "grad_norm": 0.09283824265003204, "learning_rate": 2.1514126580284538e-05, "loss": 0.0207, "relation_loss": 0.0013717402587644755, "selected_pairs": 26823.3, "state_query_norm": 42.14065933227539, "state_relation_loss": 0.00010676309975679032, "step": 21250, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0013717402587644755, "weighted_relation_loss": 0.0013717402587644755 }, { "action_query_norm": 39.96311378479004, "action_relation_loss": 0.0012887789285741746, "auxiliary_loss_weight": 1.0, "epoch": 19.88774555659495, "flow_matching_loss": 0.019449480809271336, "grad_norm": 0.13314153254032135, "learning_rate": 2.1468847607247344e-05, "loss": 0.0208, "relation_loss": 0.001385584648232907, "selected_pairs": 27406.0, "state_query_norm": 42.15354995727539, "state_relation_loss": 9.680571383796632e-05, "step": 21260, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.001385584648232907, "weighted_relation_loss": 0.001385584648232907 }, { "action_query_norm": 39.99496955871582, "action_relation_loss": 0.0012077821418642997, "auxiliary_loss_weight": 1.0, "epoch": 19.89710009354537, "flow_matching_loss": 0.020227291993796824, "grad_norm": 0.12056651711463928, "learning_rate": 2.1423603302250623e-05, "loss": 0.0215, "relation_loss": 0.0013037784723564983, "selected_pairs": 27173.8, "state_query_norm": 42.151367568969725, "state_relation_loss": 9.599632758181543e-05, "step": 21270, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0013037784723564983, "weighted_relation_loss": 0.0013037784723564983 }, { "action_query_norm": 40.00656967163086, "action_relation_loss": 0.0012557493173517287, "auxiliary_loss_weight": 1.0, "epoch": 19.90645463049579, "flow_matching_loss": 0.021262295357882977, "grad_norm": 0.30829113721847534, "learning_rate": 2.1378393720270468e-05, "loss": 0.0226, "relation_loss": 0.0013517491519451142, "selected_pairs": 26893.0, "state_query_norm": 42.1614875793457, "state_relation_loss": 9.599983459338546e-05, "step": 21280, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0013517491519451142, "weighted_relation_loss": 0.0013517491519451142 }, { "action_query_norm": 39.97554969787598, "action_relation_loss": 0.0012358531006611885, "auxiliary_loss_weight": 1.0, "epoch": 19.915809167446213, "flow_matching_loss": 0.021126525849103926, "grad_norm": 0.11790797114372253, "learning_rate": 2.133321891624076e-05, "loss": 0.0225, "relation_loss": 0.0013320722617208957, "selected_pairs": 26942.4, "state_query_norm": 42.132463455200195, "state_relation_loss": 9.621915887692012e-05, "step": 21290, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0013320722617208957, "weighted_relation_loss": 0.0013320722617208957 }, { "action_query_norm": 39.97203521728515, "action_relation_loss": 0.0012978353071957827, "auxiliary_loss_weight": 1.0, "epoch": 19.92516370439663, "flow_matching_loss": 0.020447548292577267, "grad_norm": 0.09101670980453491, "learning_rate": 2.1288078945053193e-05, "loss": 0.0218, "relation_loss": 0.001400456903502345, "selected_pairs": 26506.7, "state_query_norm": 42.132460021972655, "state_relation_loss": 0.00010262160285492427, "step": 21300, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.001400456903502345, "weighted_relation_loss": 0.001400456903502345 }, { "action_query_norm": 39.94186172485352, "action_relation_loss": 0.0012507562292739748, "auxiliary_loss_weight": 1.0, "epoch": 19.934518241347053, "flow_matching_loss": 0.019197575375437738, "grad_norm": 0.09526655077934265, "learning_rate": 2.1242973861557064e-05, "loss": 0.0205, "relation_loss": 0.0013448367011733354, "selected_pairs": 26523.8, "state_query_norm": 42.14160919189453, "state_relation_loss": 9.408047553733922e-05, "step": 21310, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0013448367011733354, "weighted_relation_loss": 0.0013448367011733354 }, { "action_query_norm": 40.030877685546876, "action_relation_loss": 0.0012811258202418685, "auxiliary_loss_weight": 1.0, "epoch": 19.943872778297475, "flow_matching_loss": 0.019299982115626335, "grad_norm": 0.09781738370656967, "learning_rate": 2.1197903720559304e-05, "loss": 0.0207, "relation_loss": 0.0013809973024763167, "selected_pairs": 27152.9, "state_query_norm": 42.13494606018067, "state_relation_loss": 9.987149387598037e-05, "step": 21320, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0013809973024763167, "weighted_relation_loss": 0.0013809973024763167 }, { "action_query_norm": 39.96596450805664, "action_relation_loss": 0.0012795282760635017, "auxiliary_loss_weight": 1.0, "epoch": 19.953227315247894, "flow_matching_loss": 0.019851512648165225, "grad_norm": 0.10717567801475525, "learning_rate": 2.115286857682438e-05, "loss": 0.0212, "relation_loss": 0.0013739783666096629, "selected_pairs": 26255.2, "state_query_norm": 42.138912963867185, "state_relation_loss": 9.445007453905419e-05, "step": 21330, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.0013739783666096629, "weighted_relation_loss": 0.0013739783666096629 }, { "action_query_norm": 39.95992317199707, "action_relation_loss": 0.0011876642354764044, "auxiliary_loss_weight": 1.0, "epoch": 19.962581852198316, "flow_matching_loss": 0.021654540300369264, "grad_norm": 0.10501206666231155, "learning_rate": 2.1107868485074228e-05, "loss": 0.0229, "relation_loss": 0.0012831983040086925, "selected_pairs": 26736.3, "state_query_norm": 42.136592864990234, "state_relation_loss": 9.553407217026688e-05, "step": 21340, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0012831983040086925, "weighted_relation_loss": 0.0012831983040086925 }, { "action_query_norm": 39.94843940734863, "action_relation_loss": 0.0012792643276043237, "auxiliary_loss_weight": 1.0, "epoch": 19.971936389148738, "flow_matching_loss": 0.02317184740677476, "grad_norm": 0.12858878076076508, "learning_rate": 2.1062903499988234e-05, "loss": 0.0245, "relation_loss": 0.0013695070403628052, "selected_pairs": 27263.0, "state_query_norm": 42.1526985168457, "state_relation_loss": 9.024270038935356e-05, "step": 21350, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0013695070403628052, "weighted_relation_loss": 0.0013695070403628052 }, { "action_query_norm": 39.95327529907227, "action_relation_loss": 0.0011971765547059477, "auxiliary_loss_weight": 1.0, "epoch": 19.98129092609916, "flow_matching_loss": 0.019198240153491496, "grad_norm": 0.09121041744947433, "learning_rate": 2.101797367620308e-05, "loss": 0.0205, "relation_loss": 0.0012975119869224727, "selected_pairs": 26132.5, "state_query_norm": 42.14197425842285, "state_relation_loss": 0.00010033541839220561, "step": 21360, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.0012975119869224727, "weighted_relation_loss": 0.0012975119869224727 }, { "action_query_norm": 39.95530204772949, "action_relation_loss": 0.0012918217689730227, "auxiliary_loss_weight": 1.0, "epoch": 19.990645463049578, "flow_matching_loss": 0.020710357278585435, "grad_norm": 0.11281051486730576, "learning_rate": 2.0973079068312713e-05, "loss": 0.0221, "relation_loss": 0.0013919610297307371, "selected_pairs": 26946.2, "state_query_norm": 42.15292320251465, "state_relation_loss": 0.00010013925784733147, "step": 21370, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0013919610297307371, "weighted_relation_loss": 0.0013919610297307371 }, { "action_query_norm": 39.96372833251953, "action_relation_loss": 0.0012741588870994747, "auxiliary_loss_weight": 1.0, "epoch": 20.0, "flow_matching_loss": 0.0217569125816226, "grad_norm": 0.17454160749912262, "learning_rate": 2.0928219730868358e-05, "loss": 0.0231, "relation_loss": 0.001369844109285623, "selected_pairs": 24176.4, "state_query_norm": 42.14226112365723, "state_relation_loss": 9.568521127221175e-05, "step": 21380, "valid_action_samples": 213.9, "weighted_auxiliary_loss": 0.001369844109285623, "weighted_relation_loss": 0.001369844109285623 }, { "action_query_norm": 39.89007339477539, "action_relation_loss": 0.001263542112428695, "auxiliary_loss_weight": 1.0, "epoch": 20.009354536950422, "flow_matching_loss": 0.021306365728378296, "grad_norm": 0.1944422721862793, "learning_rate": 2.0883395718378302e-05, "loss": 0.0227, "relation_loss": 0.0013601756654679775, "selected_pairs": 26738.5, "state_query_norm": 42.15898513793945, "state_relation_loss": 9.663355303928256e-05, "step": 21390, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0013601756654679775, "weighted_relation_loss": 0.0013601756654679775 }, { "action_query_norm": 39.94220161437988, "action_relation_loss": 0.0011459582019597292, "auxiliary_loss_weight": 1.0, "epoch": 20.01870907390084, "flow_matching_loss": 0.019134326372295618, "grad_norm": 0.08595533668994904, "learning_rate": 2.083860708530798e-05, "loss": 0.0204, "relation_loss": 0.001234751520678401, "selected_pairs": 27358.8, "state_query_norm": 42.160699462890626, "state_relation_loss": 8.87933092599269e-05, "step": 21400, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.001234751520678401, "weighted_relation_loss": 0.001234751520678401 }, { "action_query_norm": 39.94772911071777, "action_relation_loss": 0.0011870717047713698, "auxiliary_loss_weight": 1.0, "epoch": 20.028063610851262, "flow_matching_loss": 0.02167115742340684, "grad_norm": 0.10390297323465347, "learning_rate": 2.0793853886079796e-05, "loss": 0.0229, "relation_loss": 0.0012786805862560868, "selected_pairs": 27408.7, "state_query_norm": 42.14315910339356, "state_relation_loss": 9.160886984318494e-05, "step": 21410, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.0012786805862560868, "weighted_relation_loss": 0.0012786805862560868 }, { "action_query_norm": 39.96446647644043, "action_relation_loss": 0.001156642474234104, "auxiliary_loss_weight": 1.0, "epoch": 20.037418147801684, "flow_matching_loss": 0.0186823520809412, "grad_norm": 0.1270509660243988, "learning_rate": 2.074913617507309e-05, "loss": 0.0199, "relation_loss": 0.0012523608631454409, "selected_pairs": 26354.4, "state_query_norm": 42.144915390014646, "state_relation_loss": 9.571838163537904e-05, "step": 21420, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0012523608631454409, "weighted_relation_loss": 0.0012523608631454409 }, { "action_query_norm": 39.92111167907715, "action_relation_loss": 0.0012529383995570243, "auxiliary_loss_weight": 1.0, "epoch": 20.046772684752106, "flow_matching_loss": 0.02095804866403341, "grad_norm": 0.13922740519046783, "learning_rate": 2.070445400662411e-05, "loss": 0.0223, "relation_loss": 0.00134264713851735, "selected_pairs": 27312.9, "state_query_norm": 42.14449119567871, "state_relation_loss": 8.970872877398506e-05, "step": 21430, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.00134264713851735, "weighted_relation_loss": 0.00134264713851735 }, { "action_query_norm": 39.944580459594725, "action_relation_loss": 0.0011990739381872117, "auxiliary_loss_weight": 1.0, "epoch": 20.056127221702525, "flow_matching_loss": 0.01895281858742237, "grad_norm": 0.10137995332479477, "learning_rate": 2.0659807435025907e-05, "loss": 0.0202, "relation_loss": 0.001294634025543928, "selected_pairs": 27452.7, "state_query_norm": 42.141627883911134, "state_relation_loss": 9.556008590152487e-05, "step": 21440, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.001294634025543928, "weighted_relation_loss": 0.001294634025543928 }, { "action_query_norm": 39.98094367980957, "action_relation_loss": 0.0011381675256416201, "auxiliary_loss_weight": 1.0, "epoch": 20.065481758652947, "flow_matching_loss": 0.019041672069579362, "grad_norm": 0.11249582469463348, "learning_rate": 2.061519651452825e-05, "loss": 0.0203, "relation_loss": 0.0012371636694297194, "selected_pairs": 26577.0, "state_query_norm": 42.122514724731445, "state_relation_loss": 9.899613287416287e-05, "step": 21450, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0012371636694297194, "weighted_relation_loss": 0.0012371636694297194 }, { "action_query_norm": 39.968896484375, "action_relation_loss": 0.0011580251273699104, "auxiliary_loss_weight": 1.0, "epoch": 20.07483629560337, "flow_matching_loss": 0.01970114652067423, "grad_norm": 0.12561017274856567, "learning_rate": 2.0570621299337656e-05, "loss": 0.021, "relation_loss": 0.0012504118261858822, "selected_pairs": 27388.4, "state_query_norm": 42.15165901184082, "state_relation_loss": 9.238668935722672e-05, "step": 21460, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0012504118261858822, "weighted_relation_loss": 0.0012504118261858822 }, { "action_query_norm": 39.97566604614258, "action_relation_loss": 0.0012102088541723788, "auxiliary_loss_weight": 1.0, "epoch": 20.084190832553787, "flow_matching_loss": 0.02087612133473158, "grad_norm": 0.10379065573215485, "learning_rate": 2.0526081843617183e-05, "loss": 0.0222, "relation_loss": 0.0013076714123599232, "selected_pairs": 26558.4, "state_query_norm": 42.13507080078125, "state_relation_loss": 9.74625610979274e-05, "step": 21470, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0013076714123599232, "weighted_relation_loss": 0.0013076714123599232 }, { "action_query_norm": 39.91232757568359, "action_relation_loss": 0.0012297102948650718, "auxiliary_loss_weight": 1.0, "epoch": 20.09354536950421, "flow_matching_loss": 0.021481387503445148, "grad_norm": 0.10269544273614883, "learning_rate": 2.0481578201486485e-05, "loss": 0.0228, "relation_loss": 0.0013237533159554005, "selected_pairs": 26984.8, "state_query_norm": 42.13330230712891, "state_relation_loss": 9.404300581081771e-05, "step": 21480, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0013237533159554005, "weighted_relation_loss": 0.0013237533159554005 }, { "action_query_norm": 39.90037841796875, "action_relation_loss": 0.0011893431190401315, "auxiliary_loss_weight": 1.0, "epoch": 20.10289990645463, "flow_matching_loss": 0.017836977355182172, "grad_norm": 0.08982047438621521, "learning_rate": 2.0437110427021677e-05, "loss": 0.0191, "relation_loss": 0.001285704062320292, "selected_pairs": 26360.7, "state_query_norm": 42.1354434967041, "state_relation_loss": 9.636093018343672e-05, "step": 21490, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.001285704062320292, "weighted_relation_loss": 0.001285704062320292 }, { "action_query_norm": 39.93722686767578, "action_relation_loss": 0.0012518927920609712, "auxiliary_loss_weight": 1.0, "epoch": 20.112254443405053, "flow_matching_loss": 0.01897554164752364, "grad_norm": 0.11887842416763306, "learning_rate": 2.0392678574255282e-05, "loss": 0.0203, "relation_loss": 0.0013521016458980738, "selected_pairs": 26643.8, "state_query_norm": 42.13096694946289, "state_relation_loss": 0.00010020884583354928, "step": 21500, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0013521016458980738, "weighted_relation_loss": 0.0013521016458980738 }, { "action_query_norm": 39.935355758666994, "action_relation_loss": 0.0012511160457506776, "auxiliary_loss_weight": 1.0, "epoch": 20.12160898035547, "flow_matching_loss": 0.0201396694406867, "grad_norm": 0.09702558815479279, "learning_rate": 2.0348282697176217e-05, "loss": 0.0215, "relation_loss": 0.0013464963063597678, "selected_pairs": 27246.9, "state_query_norm": 42.12908515930176, "state_relation_loss": 9.538026424706913e-05, "step": 21510, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0013464963063597678, "weighted_relation_loss": 0.0013464963063597678 }, { "action_query_norm": 39.88538665771485, "action_relation_loss": 0.0012928323703818023, "auxiliary_loss_weight": 1.0, "epoch": 20.130963517305894, "flow_matching_loss": 0.02097083367407322, "grad_norm": 0.09526582807302475, "learning_rate": 2.030392284972964e-05, "loss": 0.0224, "relation_loss": 0.0013906221836805343, "selected_pairs": 27201.9, "state_query_norm": 42.12929420471191, "state_relation_loss": 9.778981620911509e-05, "step": 21520, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0013906221836805343, "weighted_relation_loss": 0.0013906221836805343 }, { "action_query_norm": 39.90708503723145, "action_relation_loss": 0.001178120751865208, "auxiliary_loss_weight": 1.0, "epoch": 20.140318054256316, "flow_matching_loss": 0.019028378743678333, "grad_norm": 0.07397874444723129, "learning_rate": 2.0259599085816973e-05, "loss": 0.0203, "relation_loss": 0.0012696652906015516, "selected_pairs": 26943.3, "state_query_norm": 42.133581924438474, "state_relation_loss": 9.15445365535561e-05, "step": 21530, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0012696652906015516, "weighted_relation_loss": 0.0012696652906015516 }, { "action_query_norm": 39.89813804626465, "action_relation_loss": 0.001214497280307114, "auxiliary_loss_weight": 1.0, "epoch": 20.149672591206734, "flow_matching_loss": 0.020351259782910348, "grad_norm": 0.12170829623937607, "learning_rate": 2.0215311459295755e-05, "loss": 0.0217, "relation_loss": 0.0013032208080403507, "selected_pairs": 26604.4, "state_query_norm": 42.135083770751955, "state_relation_loss": 8.872353573678993e-05, "step": 21540, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0013032208080403507, "weighted_relation_loss": 0.0013032208080403507 }, { "action_query_norm": 39.91637992858887, "action_relation_loss": 0.0011905113991815598, "auxiliary_loss_weight": 1.0, "epoch": 20.159027128157156, "flow_matching_loss": 0.020706545375287534, "grad_norm": 0.10388089716434479, "learning_rate": 2.0171060023979606e-05, "loss": 0.022, "relation_loss": 0.0012845281627960504, "selected_pairs": 26413.9, "state_query_norm": 42.14214515686035, "state_relation_loss": 9.401677234563977e-05, "step": 21550, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0012845281627960504, "weighted_relation_loss": 0.0012845281627960504 }, { "action_query_norm": 39.93917732238769, "action_relation_loss": 0.0011624447710346431, "auxiliary_loss_weight": 1.0, "epoch": 20.168381665107578, "flow_matching_loss": 0.019836008176207544, "grad_norm": 0.10077174752950668, "learning_rate": 2.012684483363823e-05, "loss": 0.0211, "relation_loss": 0.00125814852071926, "selected_pairs": 26552.2, "state_query_norm": 42.11079559326172, "state_relation_loss": 9.570374750182964e-05, "step": 21560, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.00125814852071926, "weighted_relation_loss": 0.00125814852071926 }, { "action_query_norm": 39.936088943481444, "action_relation_loss": 0.0011748877703212201, "auxiliary_loss_weight": 1.0, "epoch": 20.177736202057996, "flow_matching_loss": 0.01906461101025343, "grad_norm": 0.11775676161050797, "learning_rate": 2.0082665941997237e-05, "loss": 0.0203, "relation_loss": 0.0012666489463299512, "selected_pairs": 26717.2, "state_query_norm": 42.130761337280276, "state_relation_loss": 9.176117964670993e-05, "step": 21570, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0012666489463299512, "weighted_relation_loss": 0.0012666489463299512 }, { "action_query_norm": 39.93612060546875, "action_relation_loss": 0.001189900829922408, "auxiliary_loss_weight": 1.0, "epoch": 20.18709073900842, "flow_matching_loss": 0.01998846959322691, "grad_norm": 0.12675562500953674, "learning_rate": 2.0038523402738146e-05, "loss": 0.0213, "relation_loss": 0.0012835322064347564, "selected_pairs": 27012.1, "state_query_norm": 42.12484436035156, "state_relation_loss": 9.363137723994441e-05, "step": 21580, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0012835322064347564, "weighted_relation_loss": 0.0012835322064347564 }, { "action_query_norm": 39.95798034667969, "action_relation_loss": 0.0012036658823490142, "auxiliary_loss_weight": 1.0, "epoch": 20.19644527595884, "flow_matching_loss": 0.019309968687593937, "grad_norm": 0.1165536493062973, "learning_rate": 1.99944172694983e-05, "loss": 0.0206, "relation_loss": 0.0012969928444363176, "selected_pairs": 26811.3, "state_query_norm": 42.12366409301758, "state_relation_loss": 9.332696718047372e-05, "step": 21590, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0012969928444363176, "weighted_relation_loss": 0.0012969928444363176 }, { "action_query_norm": 39.95052375793457, "action_relation_loss": 0.0011814158642664552, "auxiliary_loss_weight": 1.0, "epoch": 20.205799812909262, "flow_matching_loss": 0.020590866915881634, "grad_norm": 0.1118086650967598, "learning_rate": 1.99503475958708e-05, "loss": 0.0219, "relation_loss": 0.0012789497384801507, "selected_pairs": 27094.4, "state_query_norm": 42.11769828796387, "state_relation_loss": 9.753387639648281e-05, "step": 21600, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0012789497384801507, "weighted_relation_loss": 0.0012789497384801507 }, { "action_query_norm": 39.96512336730957, "action_relation_loss": 0.0011663827230222524, "auxiliary_loss_weight": 1.0, "epoch": 20.21515434985968, "flow_matching_loss": 0.019771352782845496, "grad_norm": 0.1340080350637436, "learning_rate": 1.9906314435404484e-05, "loss": 0.021, "relation_loss": 0.001258089707698673, "selected_pairs": 26645.8, "state_query_norm": 42.12712364196777, "state_relation_loss": 9.170698176603764e-05, "step": 21610, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.001258089707698673, "weighted_relation_loss": 0.001258089707698673 }, { "action_query_norm": 39.908224487304686, "action_relation_loss": 0.0011874091578647494, "auxiliary_loss_weight": 1.0, "epoch": 20.224508886810103, "flow_matching_loss": 0.019721670635044576, "grad_norm": 0.07790432125329971, "learning_rate": 1.986231784160378e-05, "loss": 0.021, "relation_loss": 0.001282307947985828, "selected_pairs": 27220.9, "state_query_norm": 42.10391693115234, "state_relation_loss": 9.489881194895134e-05, "step": 21620, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.001282307947985828, "weighted_relation_loss": 0.001282307947985828 }, { "action_query_norm": 39.928092575073244, "action_relation_loss": 0.0012198311160318553, "auxiliary_loss_weight": 1.0, "epoch": 20.233863423760525, "flow_matching_loss": 0.020771611481904984, "grad_norm": 0.12599608302116394, "learning_rate": 1.9818357867928693e-05, "loss": 0.0221, "relation_loss": 0.0013121752417646348, "selected_pairs": 26689.7, "state_query_norm": 42.115119552612306, "state_relation_loss": 9.234413009835407e-05, "step": 21630, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0013121752417646348, "weighted_relation_loss": 0.0013121752417646348 }, { "action_query_norm": 39.94809684753418, "action_relation_loss": 0.001214770064689219, "auxiliary_loss_weight": 1.0, "epoch": 20.243217960710943, "flow_matching_loss": 0.020901925675570966, "grad_norm": 0.13528560101985931, "learning_rate": 1.977443456779474e-05, "loss": 0.0222, "relation_loss": 0.0013118103030137717, "selected_pairs": 26761.5, "state_query_norm": 42.110638809204104, "state_relation_loss": 9.704022668302059e-05, "step": 21640, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0013118103030137717, "weighted_relation_loss": 0.0013118103030137717 }, { "action_query_norm": 39.94574127197266, "action_relation_loss": 0.0012124769389629364, "auxiliary_loss_weight": 1.0, "epoch": 20.252572497661365, "flow_matching_loss": 0.020967567805200815, "grad_norm": 0.10156827419996262, "learning_rate": 1.9730547994572858e-05, "loss": 0.0223, "relation_loss": 0.0013012596289627254, "selected_pairs": 26594.9, "state_query_norm": 42.137931442260744, "state_relation_loss": 8.878270236891694e-05, "step": 21650, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0013012596289627254, "weighted_relation_loss": 0.0013012596289627254 }, { "action_query_norm": 39.94211196899414, "action_relation_loss": 0.0012278339941985904, "auxiliary_loss_weight": 1.0, "epoch": 20.261927034611787, "flow_matching_loss": 0.020669012516736984, "grad_norm": 0.09894713014364243, "learning_rate": 1.9686698201589393e-05, "loss": 0.022, "relation_loss": 0.001320530811790377, "selected_pairs": 26300.7, "state_query_norm": 42.12599334716797, "state_relation_loss": 9.269682632293553e-05, "step": 21660, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.001320530811790377, "weighted_relation_loss": 0.001320530811790377 }, { "action_query_norm": 39.94301261901855, "action_relation_loss": 0.0012602153467014432, "auxiliary_loss_weight": 1.0, "epoch": 20.27128157156221, "flow_matching_loss": 0.02044845847412944, "grad_norm": 0.10365881025791168, "learning_rate": 1.9642885242125964e-05, "loss": 0.0218, "relation_loss": 0.0013515724567696452, "selected_pairs": 27103.9, "state_query_norm": 42.12279739379883, "state_relation_loss": 9.135710934060626e-05, "step": 21670, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0013515724567696452, "weighted_relation_loss": 0.0013515724567696452 }, { "action_query_norm": 39.89770431518555, "action_relation_loss": 0.0011932572699151934, "auxiliary_loss_weight": 1.0, "epoch": 20.280636108512628, "flow_matching_loss": 0.02027155226096511, "grad_norm": 0.10154879093170166, "learning_rate": 1.9599109169419466e-05, "loss": 0.0216, "relation_loss": 0.001287307927850634, "selected_pairs": 26213.2, "state_query_norm": 42.10403327941894, "state_relation_loss": 9.405066739418544e-05, "step": 21680, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.001287307927850634, "weighted_relation_loss": 0.001287307927850634 }, { "action_query_norm": 39.94352493286133, "action_relation_loss": 0.0011852406547404825, "auxiliary_loss_weight": 1.0, "epoch": 20.28999064546305, "flow_matching_loss": 0.019677024427801372, "grad_norm": 0.1612589955329895, "learning_rate": 1.9555370036661948e-05, "loss": 0.021, "relation_loss": 0.0012805170961655676, "selected_pairs": 26351.1, "state_query_norm": 42.1171573638916, "state_relation_loss": 9.527645233902149e-05, "step": 21690, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0012805170961655676, "weighted_relation_loss": 0.0012805170961655676 }, { "action_query_norm": 39.935424423217775, "action_relation_loss": 0.001119609666056931, "auxiliary_loss_weight": 1.0, "epoch": 20.29934518241347, "flow_matching_loss": 0.019334164820611476, "grad_norm": 0.10255340486764908, "learning_rate": 1.9511667897000574e-05, "loss": 0.0205, "relation_loss": 0.0012144611682742834, "selected_pairs": 27743.2, "state_query_norm": 42.107683181762695, "state_relation_loss": 9.485149203101174e-05, "step": 21700, "valid_action_samples": 236.0, "weighted_auxiliary_loss": 0.0012144611682742834, "weighted_relation_loss": 0.0012144611682742834 }, { "action_query_norm": 39.900504684448244, "action_relation_loss": 0.0012105027912184597, "auxiliary_loss_weight": 1.0, "epoch": 20.30869971936389, "flow_matching_loss": 0.0201939451508224, "grad_norm": 0.10651721060276031, "learning_rate": 1.946800280353755e-05, "loss": 0.0215, "relation_loss": 0.0013017675606533884, "selected_pairs": 26919.3, "state_query_norm": 42.099172592163086, "state_relation_loss": 9.126475415541791e-05, "step": 21710, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0013017675606533884, "weighted_relation_loss": 0.0013017675606533884 }, { "action_query_norm": 39.89994087219238, "action_relation_loss": 0.0011792245670221746, "auxiliary_loss_weight": 1.0, "epoch": 20.318054256314312, "flow_matching_loss": 0.018935921415686608, "grad_norm": 0.12993702292442322, "learning_rate": 1.9424374809330114e-05, "loss": 0.0202, "relation_loss": 0.0012710008537396788, "selected_pairs": 26574.7, "state_query_norm": 42.11882400512695, "state_relation_loss": 9.177628453471698e-05, "step": 21720, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0012710008537396788, "weighted_relation_loss": 0.0012710008537396788 }, { "action_query_norm": 39.9672248840332, "action_relation_loss": 0.001187653187662363, "auxiliary_loss_weight": 1.0, "epoch": 20.327408793264734, "flow_matching_loss": 0.0202236901037395, "grad_norm": 0.10504137724637985, "learning_rate": 1.9380783967390382e-05, "loss": 0.0215, "relation_loss": 0.0012800081283785402, "selected_pairs": 26828.6, "state_query_norm": 42.10540618896484, "state_relation_loss": 9.235493635060266e-05, "step": 21730, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0012800081283785402, "weighted_relation_loss": 0.0012800081283785402 }, { "action_query_norm": 39.9108283996582, "action_relation_loss": 0.0011877709184773266, "auxiliary_loss_weight": 1.0, "epoch": 20.336763330215156, "flow_matching_loss": 0.01935883816331625, "grad_norm": 0.11892864853143692, "learning_rate": 1.933723033068533e-05, "loss": 0.0206, "relation_loss": 0.0012830957886762917, "selected_pairs": 26989.8, "state_query_norm": 42.119862747192386, "state_relation_loss": 9.532485782983712e-05, "step": 21740, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0012830957886762917, "weighted_relation_loss": 0.0012830957886762917 }, { "action_query_norm": 39.90371742248535, "action_relation_loss": 0.0012348280870355666, "auxiliary_loss_weight": 1.0, "epoch": 20.346117867165574, "flow_matching_loss": 0.01942331586033106, "grad_norm": 0.14085181057453156, "learning_rate": 1.929371395213674e-05, "loss": 0.0207, "relation_loss": 0.001326076511759311, "selected_pairs": 26476.8, "state_query_norm": 42.12416725158691, "state_relation_loss": 9.124841380980797e-05, "step": 21750, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.001326076511759311, "weighted_relation_loss": 0.001326076511759311 }, { "action_query_norm": 39.88364524841309, "action_relation_loss": 0.0011820114217698575, "auxiliary_loss_weight": 1.0, "epoch": 20.355472404115996, "flow_matching_loss": 0.018751507718116046, "grad_norm": 0.09868934005498886, "learning_rate": 1.9250234884621092e-05, "loss": 0.02, "relation_loss": 0.001275154936593026, "selected_pairs": 26893.6, "state_query_norm": 42.10732307434082, "state_relation_loss": 9.314351627836004e-05, "step": 21760, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.001275154936593026, "weighted_relation_loss": 0.001275154936593026 }, { "action_query_norm": 39.890719985961915, "action_relation_loss": 0.0011630691180471331, "auxiliary_loss_weight": 1.0, "epoch": 20.36482694106642, "flow_matching_loss": 0.019536394253373147, "grad_norm": 0.08295107632875443, "learning_rate": 1.920679318096959e-05, "loss": 0.0208, "relation_loss": 0.0012586457189172507, "selected_pairs": 26781.5, "state_query_norm": 42.10471649169922, "state_relation_loss": 9.557659723213874e-05, "step": 21770, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0012586457189172507, "weighted_relation_loss": 0.0012586457189172507 }, { "action_query_norm": 39.8419303894043, "action_relation_loss": 0.0012209031614474953, "auxiliary_loss_weight": 1.0, "epoch": 20.374181478016837, "flow_matching_loss": 0.020849515125155448, "grad_norm": 0.160101056098938, "learning_rate": 1.9163388893967982e-05, "loss": 0.0222, "relation_loss": 0.0013149885809980333, "selected_pairs": 26751.3, "state_query_norm": 42.11827545166015, "state_relation_loss": 9.408542391611263e-05, "step": 21780, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0013149885809980333, "weighted_relation_loss": 0.0013149885809980333 }, { "action_query_norm": 39.95222053527832, "action_relation_loss": 0.001132342719938606, "auxiliary_loss_weight": 1.0, "epoch": 20.38353601496726, "flow_matching_loss": 0.02015575272962451, "grad_norm": 0.13769392669200897, "learning_rate": 1.9120022076356575e-05, "loss": 0.0214, "relation_loss": 0.0012297824840061366, "selected_pairs": 26578.3, "state_query_norm": 42.09641456604004, "state_relation_loss": 9.743975460878574e-05, "step": 21790, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0012297824840061366, "weighted_relation_loss": 0.0012297824840061366 }, { "action_query_norm": 39.89014854431152, "action_relation_loss": 0.0011487432639114559, "auxiliary_loss_weight": 1.0, "epoch": 20.39289055191768, "flow_matching_loss": 0.019702461548149586, "grad_norm": 0.09196335077285767, "learning_rate": 1.9076692780830114e-05, "loss": 0.0209, "relation_loss": 0.001239239308051765, "selected_pairs": 26872.9, "state_query_norm": 42.11336898803711, "state_relation_loss": 9.049604632309638e-05, "step": 21800, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.001239239308051765, "weighted_relation_loss": 0.001239239308051765 }, { "action_query_norm": 39.916662979125974, "action_relation_loss": 0.001184418157208711, "auxiliary_loss_weight": 1.0, "epoch": 20.4022450888681, "flow_matching_loss": 0.01845280881971121, "grad_norm": 0.11238210648298264, "learning_rate": 1.903340106003782e-05, "loss": 0.0197, "relation_loss": 0.0012753291055560112, "selected_pairs": 27103.6, "state_query_norm": 42.10560493469238, "state_relation_loss": 9.091094616451301e-05, "step": 21810, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0012753291055560112, "weighted_relation_loss": 0.0012753291055560112 }, { "action_query_norm": 39.88643188476563, "action_relation_loss": 0.0011290973285213112, "auxiliary_loss_weight": 1.0, "epoch": 20.41159962581852, "flow_matching_loss": 0.01993736168369651, "grad_norm": 0.14602312445640564, "learning_rate": 1.8990146966583183e-05, "loss": 0.0212, "relation_loss": 0.0012245686026290058, "selected_pairs": 26508.3, "state_query_norm": 42.107849502563475, "state_relation_loss": 9.547126683173701e-05, "step": 21820, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0012245686026290058, "weighted_relation_loss": 0.0012245686026290058 }, { "action_query_norm": 39.88421058654785, "action_relation_loss": 0.0011603342834860086, "auxiliary_loss_weight": 1.0, "epoch": 20.420954162768943, "flow_matching_loss": 0.02093568667769432, "grad_norm": 0.09783883392810822, "learning_rate": 1.8946930553024035e-05, "loss": 0.0222, "relation_loss": 0.0012561383191496134, "selected_pairs": 26831.3, "state_query_norm": 42.10419044494629, "state_relation_loss": 9.580402766005137e-05, "step": 21830, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0012561383191496134, "weighted_relation_loss": 0.0012561383191496134 }, { "action_query_norm": 39.910116577148436, "action_relation_loss": 0.0011983965523540974, "auxiliary_loss_weight": 1.0, "epoch": 20.430308699719365, "flow_matching_loss": 0.020905156247317792, "grad_norm": 0.19348381459712982, "learning_rate": 1.8903751871872378e-05, "loss": 0.0222, "relation_loss": 0.00129384488100186, "selected_pairs": 27083.6, "state_query_norm": 42.11476860046387, "state_relation_loss": 9.544832719257101e-05, "step": 21840, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.00129384488100186, "weighted_relation_loss": 0.00129384488100186 }, { "action_query_norm": 39.90668563842773, "action_relation_loss": 0.001174066832754761, "auxiliary_loss_weight": 1.0, "epoch": 20.439663236669784, "flow_matching_loss": 0.020071793347597122, "grad_norm": 0.12124663591384888, "learning_rate": 1.8860610975594382e-05, "loss": 0.0213, "relation_loss": 0.0012700202642008662, "selected_pairs": 27196.7, "state_query_norm": 42.076184844970705, "state_relation_loss": 9.595342125976459e-05, "step": 21850, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0012700202642008662, "weighted_relation_loss": 0.0012700202642008662 }, { "action_query_norm": 39.918152236938475, "action_relation_loss": 0.0011797794490121306, "auxiliary_loss_weight": 1.0, "epoch": 20.449017773620206, "flow_matching_loss": 0.019856681022793053, "grad_norm": 0.09853626787662506, "learning_rate": 1.8817507916610307e-05, "loss": 0.0211, "relation_loss": 0.0012719082995317876, "selected_pairs": 26897.6, "state_query_norm": 42.11157722473145, "state_relation_loss": 9.21288286917843e-05, "step": 21860, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0012719082995317876, "weighted_relation_loss": 0.0012719082995317876 }, { "action_query_norm": 39.856899642944335, "action_relation_loss": 0.0012415032600983978, "auxiliary_loss_weight": 1.0, "epoch": 20.458372310570628, "flow_matching_loss": 0.02156205791980028, "grad_norm": 0.10913456231355667, "learning_rate": 1.8774442747294407e-05, "loss": 0.0229, "relation_loss": 0.001330332038924098, "selected_pairs": 26890.6, "state_query_norm": 42.10062599182129, "state_relation_loss": 8.882880429155194e-05, "step": 21870, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.001330332038924098, "weighted_relation_loss": 0.001330332038924098 }, { "action_query_norm": 39.91998825073242, "action_relation_loss": 0.0012020054156892002, "auxiliary_loss_weight": 1.0, "epoch": 20.467726847521046, "flow_matching_loss": 0.021754127554595472, "grad_norm": 0.17195384204387665, "learning_rate": 1.8731415519974965e-05, "loss": 0.023, "relation_loss": 0.0012951232376508415, "selected_pairs": 27057.9, "state_query_norm": 42.10163841247559, "state_relation_loss": 9.311781977885402e-05, "step": 21880, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0012951232376508415, "weighted_relation_loss": 0.0012951232376508415 }, { "action_query_norm": 39.91995506286621, "action_relation_loss": 0.0011781318113207816, "auxiliary_loss_weight": 1.0, "epoch": 20.477081384471468, "flow_matching_loss": 0.019747721124440433, "grad_norm": 0.1676366925239563, "learning_rate": 1.86884262869341e-05, "loss": 0.021, "relation_loss": 0.0012721555307507516, "selected_pairs": 26800.1, "state_query_norm": 42.10296287536621, "state_relation_loss": 9.402372888871469e-05, "step": 21890, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0012721555307507516, "weighted_relation_loss": 0.0012721555307507516 }, { "action_query_norm": 39.924250793457034, "action_relation_loss": 0.0011980204959399997, "auxiliary_loss_weight": 1.0, "epoch": 20.48643592142189, "flow_matching_loss": 0.019853494595736265, "grad_norm": 0.09548521041870117, "learning_rate": 1.8645475100407788e-05, "loss": 0.0211, "relation_loss": 0.0012926724855788052, "selected_pairs": 27361.3, "state_query_norm": 42.09858512878418, "state_relation_loss": 9.46519838180393e-05, "step": 21900, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0012926724855788052, "weighted_relation_loss": 0.0012926724855788052 }, { "action_query_norm": 39.92050666809082, "action_relation_loss": 0.0011763039859943093, "auxiliary_loss_weight": 1.0, "epoch": 20.495790458372312, "flow_matching_loss": 0.019353221450001002, "grad_norm": 0.1080058217048645, "learning_rate": 1.8602562012585768e-05, "loss": 0.0206, "relation_loss": 0.0012641661101952194, "selected_pairs": 26368.4, "state_query_norm": 42.117157745361325, "state_relation_loss": 8.786211255937815e-05, "step": 21910, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0012641661101952194, "weighted_relation_loss": 0.0012641661101952194 }, { "action_query_norm": 39.85926742553711, "action_relation_loss": 0.0012736983597278595, "auxiliary_loss_weight": 1.0, "epoch": 20.50514499532273, "flow_matching_loss": 0.02106285635381937, "grad_norm": 0.15944203734397888, "learning_rate": 1.8559687075611466e-05, "loss": 0.0224, "relation_loss": 0.0013673272216692567, "selected_pairs": 27059.1, "state_query_norm": 42.1022274017334, "state_relation_loss": 9.362887212773784e-05, "step": 21920, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0013673272216692567, "weighted_relation_loss": 0.0013673272216692567 }, { "action_query_norm": 39.889198303222656, "action_relation_loss": 0.0011748028453439474, "auxiliary_loss_weight": 1.0, "epoch": 20.514499532273152, "flow_matching_loss": 0.02113397605717182, "grad_norm": 0.09215513616800308, "learning_rate": 1.8516850341582017e-05, "loss": 0.0224, "relation_loss": 0.001268610474653542, "selected_pairs": 26295.7, "state_query_norm": 42.08602294921875, "state_relation_loss": 9.380763003719039e-05, "step": 21930, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.001268610474653542, "weighted_relation_loss": 0.001268610474653542 }, { "action_query_norm": 39.941212844848636, "action_relation_loss": 0.0011680416646413505, "auxiliary_loss_weight": 1.0, "epoch": 20.523854069223574, "flow_matching_loss": 0.0191294901072979, "grad_norm": 0.13075804710388184, "learning_rate": 1.847405186254807e-05, "loss": 0.0204, "relation_loss": 0.0012626662966795266, "selected_pairs": 27030.2, "state_query_norm": 42.096872329711914, "state_relation_loss": 9.462462330702692e-05, "step": 21940, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0012626662966795266, "weighted_relation_loss": 0.0012626662966795266 }, { "action_query_norm": 39.91260185241699, "action_relation_loss": 0.0011767750373110175, "auxiliary_loss_weight": 1.0, "epoch": 20.533208606173993, "flow_matching_loss": 0.019242784194648265, "grad_norm": 0.0952269583940506, "learning_rate": 1.843129169051379e-05, "loss": 0.0205, "relation_loss": 0.0012646841467358172, "selected_pairs": 27551.2, "state_query_norm": 42.09426498413086, "state_relation_loss": 8.790910651441663e-05, "step": 21950, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.0012646841467358172, "weighted_relation_loss": 0.0012646841467358172 }, { "action_query_norm": 39.871238708496094, "action_relation_loss": 0.0011708749341778457, "auxiliary_loss_weight": 1.0, "epoch": 20.542563143124415, "flow_matching_loss": 0.018594741355627775, "grad_norm": 0.1184527799487114, "learning_rate": 1.8388569877436863e-05, "loss": 0.0199, "relation_loss": 0.001257384940981865, "selected_pairs": 27107.6, "state_query_norm": 42.084221267700194, "state_relation_loss": 8.650998934172094e-05, "step": 21960, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.001257384940981865, "weighted_relation_loss": 0.001257384940981865 }, { "action_query_norm": 39.88885917663574, "action_relation_loss": 0.0011846101027913392, "auxiliary_loss_weight": 1.0, "epoch": 20.551917680074837, "flow_matching_loss": 0.019397650193423033, "grad_norm": 0.09216894954442978, "learning_rate": 1.834588647522828e-05, "loss": 0.0207, "relation_loss": 0.0012708997121080757, "selected_pairs": 26734.5, "state_query_norm": 42.10640983581543, "state_relation_loss": 8.628962968941778e-05, "step": 21970, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0012708997121080757, "weighted_relation_loss": 0.0012708997121080757 }, { "action_query_norm": 39.89340400695801, "action_relation_loss": 0.001235084910877049, "auxiliary_loss_weight": 1.0, "epoch": 20.56127221702526, "flow_matching_loss": 0.018743593618273734, "grad_norm": 0.09586241096258163, "learning_rate": 1.8303241535752435e-05, "loss": 0.0201, "relation_loss": 0.0013252189033664762, "selected_pairs": 26545.4, "state_query_norm": 42.0960807800293, "state_relation_loss": 9.013398666866124e-05, "step": 21980, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0013252189033664762, "weighted_relation_loss": 0.0013252189033664762 }, { "action_query_norm": 39.90721092224121, "action_relation_loss": 0.0011398114671465009, "auxiliary_loss_weight": 1.0, "epoch": 20.570626753975677, "flow_matching_loss": 0.01889881109818816, "grad_norm": 0.10110089927911758, "learning_rate": 1.8260635110826934e-05, "loss": 0.0201, "relation_loss": 0.0012339382432401181, "selected_pairs": 26805.9, "state_query_norm": 42.09711112976074, "state_relation_loss": 9.412678555236198e-05, "step": 21990, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0012339382432401181, "weighted_relation_loss": 0.0012339382432401181 }, { "action_query_norm": 39.8880558013916, "action_relation_loss": 0.0011477481632027775, "auxiliary_loss_weight": 1.0, "epoch": 20.5799812909261, "flow_matching_loss": 0.019436429534107447, "grad_norm": 0.11389895528554916, "learning_rate": 1.8218067252222597e-05, "loss": 0.0207, "relation_loss": 0.0012403644737787544, "selected_pairs": 27059.3, "state_query_norm": 42.089718627929685, "state_relation_loss": 9.261629747925326e-05, "step": 22000, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0012403644737787544, "weighted_relation_loss": 0.0012403644737787544 }, { "action_query_norm": 39.848022079467775, "action_relation_loss": 0.0011168682016432286, "auxiliary_loss_weight": 1.0, "epoch": 20.58933582787652, "flow_matching_loss": 0.01882464624941349, "grad_norm": 0.1407187283039093, "learning_rate": 1.817553801166339e-05, "loss": 0.02, "relation_loss": 0.001209439500235021, "selected_pairs": 26858.9, "state_query_norm": 42.070296096801755, "state_relation_loss": 9.257129495381378e-05, "step": 22010, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001209439500235021, "weighted_relation_loss": 0.001209439500235021 }, { "action_query_norm": 39.8734691619873, "action_relation_loss": 0.0011741985450498759, "auxiliary_loss_weight": 1.0, "epoch": 20.59869036482694, "flow_matching_loss": 0.01958540640771389, "grad_norm": 0.11455220729112625, "learning_rate": 1.8133047440826333e-05, "loss": 0.0208, "relation_loss": 0.0012613717932254075, "selected_pairs": 26898.8, "state_query_norm": 42.104689025878905, "state_relation_loss": 8.717324890312738e-05, "step": 22020, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0012613717932254075, "weighted_relation_loss": 0.0012613717932254075 }, { "action_query_norm": 39.89753684997559, "action_relation_loss": 0.001166919048409909, "auxiliary_loss_weight": 1.0, "epoch": 20.60804490177736, "flow_matching_loss": 0.01928237620741129, "grad_norm": 0.10529626160860062, "learning_rate": 1.809059559134151e-05, "loss": 0.0205, "relation_loss": 0.001256764424033463, "selected_pairs": 27251.2, "state_query_norm": 42.0820873260498, "state_relation_loss": 8.984537707874551e-05, "step": 22030, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.001256764424033463, "weighted_relation_loss": 0.001256764424033463 }, { "action_query_norm": 39.86851119995117, "action_relation_loss": 0.0011640542245004327, "auxiliary_loss_weight": 1.0, "epoch": 20.617399438727784, "flow_matching_loss": 0.020899300277233124, "grad_norm": 0.08140456676483154, "learning_rate": 1.80481825147919e-05, "loss": 0.0222, "relation_loss": 0.0012566572171635927, "selected_pairs": 26663.5, "state_query_norm": 42.084699630737305, "state_relation_loss": 9.260299120796844e-05, "step": 22040, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0012566572171635927, "weighted_relation_loss": 0.0012566572171635927 }, { "action_query_norm": 39.93634300231933, "action_relation_loss": 0.0011767807765863836, "auxiliary_loss_weight": 1.0, "epoch": 20.626753975678206, "flow_matching_loss": 0.02049115430563688, "grad_norm": 0.08639233559370041, "learning_rate": 1.8005808262713396e-05, "loss": 0.0218, "relation_loss": 0.001262453116942197, "selected_pairs": 26439.1, "state_query_norm": 42.09005355834961, "state_relation_loss": 8.567233453504741e-05, "step": 22050, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.001262453116942197, "weighted_relation_loss": 0.001262453116942197 }, { "action_query_norm": 39.8566291809082, "action_relation_loss": 0.0012428126879967748, "auxiliary_loss_weight": 1.0, "epoch": 20.636108512628624, "flow_matching_loss": 0.019513110630214214, "grad_norm": 0.10517283529043198, "learning_rate": 1.7963472886594714e-05, "loss": 0.0208, "relation_loss": 0.0013334576971828938, "selected_pairs": 26734.3, "state_query_norm": 42.07399444580078, "state_relation_loss": 9.064500482054427e-05, "step": 22060, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0013334576971828938, "weighted_relation_loss": 0.0013334576971828938 }, { "action_query_norm": 39.862128829956056, "action_relation_loss": 0.0011500808876007795, "auxiliary_loss_weight": 1.0, "epoch": 20.645463049579046, "flow_matching_loss": 0.019721695221960545, "grad_norm": 0.08548979461193085, "learning_rate": 1.7921176437877302e-05, "loss": 0.021, "relation_loss": 0.0012407129514031112, "selected_pairs": 27153.4, "state_query_norm": 42.08785629272461, "state_relation_loss": 9.063205725396983e-05, "step": 22070, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0012407129514031112, "weighted_relation_loss": 0.0012407129514031112 }, { "action_query_norm": 39.871022415161136, "action_relation_loss": 0.0012097172788344325, "auxiliary_loss_weight": 1.0, "epoch": 20.654817586529468, "flow_matching_loss": 0.019507694896310566, "grad_norm": 0.07987385988235474, "learning_rate": 1.7878918967955366e-05, "loss": 0.0208, "relation_loss": 0.0013034364441409708, "selected_pairs": 27012.4, "state_query_norm": 42.08498077392578, "state_relation_loss": 9.37191623961553e-05, "step": 22080, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0013034364441409708, "weighted_relation_loss": 0.0013034364441409708 }, { "action_query_norm": 39.855163955688475, "action_relation_loss": 0.001164591929409653, "auxiliary_loss_weight": 1.0, "epoch": 20.664172123479887, "flow_matching_loss": 0.019038283452391624, "grad_norm": 0.11137112975120544, "learning_rate": 1.7836700528175693e-05, "loss": 0.0203, "relation_loss": 0.0012548875529319048, "selected_pairs": 27285.6, "state_query_norm": 42.0818790435791, "state_relation_loss": 9.029561770148575e-05, "step": 22090, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0012548875529319048, "weighted_relation_loss": 0.0012548875529319048 }, { "action_query_norm": 39.878048706054685, "action_relation_loss": 0.0011475008097477258, "auxiliary_loss_weight": 1.0, "epoch": 20.67352666043031, "flow_matching_loss": 0.019528300780802966, "grad_norm": 0.101679228246212, "learning_rate": 1.779452116983769e-05, "loss": 0.0208, "relation_loss": 0.0012407043250277638, "selected_pairs": 26159.4, "state_query_norm": 42.070181655883786, "state_relation_loss": 9.320351964561268e-05, "step": 22100, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0012407043250277638, "weighted_relation_loss": 0.0012407043250277638 }, { "action_query_norm": 39.864125442504886, "action_relation_loss": 0.0012573803309351207, "auxiliary_loss_weight": 1.0, "epoch": 20.68288119738073, "flow_matching_loss": 0.01972589921206236, "grad_norm": 0.14457416534423828, "learning_rate": 1.775238094419325e-05, "loss": 0.0211, "relation_loss": 0.001351860084105283, "selected_pairs": 27571.0, "state_query_norm": 42.09025535583496, "state_relation_loss": 9.447976553929038e-05, "step": 22110, "valid_action_samples": 235.3, "weighted_auxiliary_loss": 0.001351860084105283, "weighted_relation_loss": 0.001351860084105283 }, { "action_query_norm": 39.906032943725585, "action_relation_loss": 0.001212619082070887, "auxiliary_loss_weight": 1.0, "epoch": 20.69223573433115, "flow_matching_loss": 0.019294170755892993, "grad_norm": 0.08314509689807892, "learning_rate": 1.7710279902446708e-05, "loss": 0.0206, "relation_loss": 0.001303805026691407, "selected_pairs": 26951.5, "state_query_norm": 42.08912696838379, "state_relation_loss": 9.118593588937074e-05, "step": 22120, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.001303805026691407, "weighted_relation_loss": 0.001303805026691407 }, { "action_query_norm": 39.84491653442383, "action_relation_loss": 0.0011844675405882298, "auxiliary_loss_weight": 1.0, "epoch": 20.70159027128157, "flow_matching_loss": 0.020137766283005475, "grad_norm": 0.12252543866634369, "learning_rate": 1.7668218095754795e-05, "loss": 0.0214, "relation_loss": 0.0012728273635730148, "selected_pairs": 26456.8, "state_query_norm": 42.070291137695314, "state_relation_loss": 8.835982443997637e-05, "step": 22130, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0012728273635730148, "weighted_relation_loss": 0.0012728273635730148 }, { "action_query_norm": 39.88418731689453, "action_relation_loss": 0.0011178718996234238, "auxiliary_loss_weight": 1.0, "epoch": 20.710944808231993, "flow_matching_loss": 0.019128915574401616, "grad_norm": 0.11263710260391235, "learning_rate": 1.7626195575226594e-05, "loss": 0.0203, "relation_loss": 0.0012165694148279726, "selected_pairs": 26898.1, "state_query_norm": 42.08078842163086, "state_relation_loss": 9.869751811493188e-05, "step": 22140, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0012165694148279726, "weighted_relation_loss": 0.0012165694148279726 }, { "action_query_norm": 39.853858184814456, "action_relation_loss": 0.0012247386504895986, "auxiliary_loss_weight": 1.0, "epoch": 20.720299345182415, "flow_matching_loss": 0.02001360710710287, "grad_norm": 0.10620418190956116, "learning_rate": 1.758421239192343e-05, "loss": 0.0213, "relation_loss": 0.0013172139413654804, "selected_pairs": 26824.9, "state_query_norm": 42.067026138305664, "state_relation_loss": 9.247529378626495e-05, "step": 22150, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0013172139413654804, "weighted_relation_loss": 0.0013172139413654804 }, { "action_query_norm": 39.83842430114746, "action_relation_loss": 0.0011533154174685478, "auxiliary_loss_weight": 1.0, "epoch": 20.729653882132833, "flow_matching_loss": 0.020644481480121612, "grad_norm": 0.13841794431209564, "learning_rate": 1.7542268596858814e-05, "loss": 0.0219, "relation_loss": 0.001242156547959894, "selected_pairs": 27184.2, "state_query_norm": 42.08290481567383, "state_relation_loss": 8.884112830855883e-05, "step": 22160, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.001242156547959894, "weighted_relation_loss": 0.001242156547959894 }, { "action_query_norm": 39.908953475952146, "action_relation_loss": 0.001195555634330958, "auxiliary_loss_weight": 1.0, "epoch": 20.739008419083255, "flow_matching_loss": 0.019991403724998236, "grad_norm": 0.1129116639494896, "learning_rate": 1.750036424099841e-05, "loss": 0.0213, "relation_loss": 0.0012903671013191342, "selected_pairs": 26924.0, "state_query_norm": 42.05722579956055, "state_relation_loss": 9.481147135375068e-05, "step": 22170, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0012903671013191342, "weighted_relation_loss": 0.0012903671013191342 }, { "action_query_norm": 39.8659912109375, "action_relation_loss": 0.0011825693189166486, "auxiliary_loss_weight": 1.0, "epoch": 20.748362956033677, "flow_matching_loss": 0.017723724339157344, "grad_norm": 0.11959957331418991, "learning_rate": 1.7458499375259956e-05, "loss": 0.019, "relation_loss": 0.0012737319921143353, "selected_pairs": 26410.8, "state_query_norm": 42.076577758789064, "state_relation_loss": 9.11626651941333e-05, "step": 22180, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0012737319921143353, "weighted_relation_loss": 0.0012737319921143353 }, { "action_query_norm": 39.924024963378905, "action_relation_loss": 0.001176617026794702, "auxiliary_loss_weight": 1.0, "epoch": 20.757717492984096, "flow_matching_loss": 0.019671791791915895, "grad_norm": 0.07785038650035858, "learning_rate": 1.7416674050513245e-05, "loss": 0.0209, "relation_loss": 0.0012654707301408053, "selected_pairs": 26833.5, "state_query_norm": 42.10017471313476, "state_relation_loss": 8.885369170457125e-05, "step": 22190, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0012654707301408053, "weighted_relation_loss": 0.0012654707301408053 }, { "action_query_norm": 39.83973083496094, "action_relation_loss": 0.0011767877847887575, "auxiliary_loss_weight": 1.0, "epoch": 20.767072029934518, "flow_matching_loss": 0.020980792306363582, "grad_norm": 0.11357539147138596, "learning_rate": 1.737488831757997e-05, "loss": 0.0222, "relation_loss": 0.0012688142713159322, "selected_pairs": 27476.9, "state_query_norm": 42.07484817504883, "state_relation_loss": 9.202649889630265e-05, "step": 22200, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0012688142713159322, "weighted_relation_loss": 0.0012688142713159322 }, { "action_query_norm": 39.866828536987306, "action_relation_loss": 0.00110461397562176, "auxiliary_loss_weight": 1.0, "epoch": 20.77642656688494, "flow_matching_loss": 0.019740344770252705, "grad_norm": 0.08611289411783218, "learning_rate": 1.733314222723373e-05, "loss": 0.0209, "relation_loss": 0.0011947431950829924, "selected_pairs": 27080.9, "state_query_norm": 42.0736587524414, "state_relation_loss": 9.012923328555189e-05, "step": 22210, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0011947431950829924, "weighted_relation_loss": 0.0011947431950829924 }, { "action_query_norm": 39.852613830566405, "action_relation_loss": 0.001164929149672389, "auxiliary_loss_weight": 1.0, "epoch": 20.78578110383536, "flow_matching_loss": 0.019004374649375676, "grad_norm": 0.10080893337726593, "learning_rate": 1.7291435830199954e-05, "loss": 0.0203, "relation_loss": 0.0012512189685367047, "selected_pairs": 26988.9, "state_query_norm": 42.08311462402344, "state_relation_loss": 8.62898217746988e-05, "step": 22220, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0012512189685367047, "weighted_relation_loss": 0.0012512189685367047 }, { "action_query_norm": 39.89927101135254, "action_relation_loss": 0.0011797804152593016, "auxiliary_loss_weight": 1.0, "epoch": 20.79513564078578, "flow_matching_loss": 0.021240981481969356, "grad_norm": 0.11706636101007462, "learning_rate": 1.7249769177155878e-05, "loss": 0.0225, "relation_loss": 0.001265003706794232, "selected_pairs": 27081.1, "state_query_norm": 42.082648849487306, "state_relation_loss": 8.52233039040584e-05, "step": 22230, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001265003706794232, "weighted_relation_loss": 0.001265003706794232 }, { "action_query_norm": 39.88802947998047, "action_relation_loss": 0.001105463970452547, "auxiliary_loss_weight": 1.0, "epoch": 20.804490177736202, "flow_matching_loss": 0.020682015083730222, "grad_norm": 0.10272037237882614, "learning_rate": 1.720814231873038e-05, "loss": 0.0219, "relation_loss": 0.0011932426365092396, "selected_pairs": 26829.7, "state_query_norm": 42.06550636291504, "state_relation_loss": 8.777866241871379e-05, "step": 22240, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0011932426365092396, "weighted_relation_loss": 0.0011932426365092396 }, { "action_query_norm": 39.90739974975586, "action_relation_loss": 0.0011312640155665577, "auxiliary_loss_weight": 1.0, "epoch": 20.813844714686624, "flow_matching_loss": 0.02028668951243162, "grad_norm": 0.12141944468021393, "learning_rate": 1.716655530550405e-05, "loss": 0.0215, "relation_loss": 0.0012170428177341818, "selected_pairs": 27316.2, "state_query_norm": 42.07130928039551, "state_relation_loss": 8.577880871598608e-05, "step": 22250, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0012170428177341818, "weighted_relation_loss": 0.0012170428177341818 }, { "action_query_norm": 39.86751174926758, "action_relation_loss": 0.001182664278894663, "auxiliary_loss_weight": 1.0, "epoch": 20.823199251637043, "flow_matching_loss": 0.01993656763806939, "grad_norm": 0.10768131911754608, "learning_rate": 1.7125008188009017e-05, "loss": 0.0212, "relation_loss": 0.0012671898817643522, "selected_pairs": 27339.7, "state_query_norm": 42.07936248779297, "state_relation_loss": 8.452561669400894e-05, "step": 22260, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0012671898817643522, "weighted_relation_loss": 0.0012671898817643522 }, { "action_query_norm": 39.86580047607422, "action_relation_loss": 0.001089563814457506, "auxiliary_loss_weight": 1.0, "epoch": 20.832553788587465, "flow_matching_loss": 0.019347755052149297, "grad_norm": 0.10162319242954254, "learning_rate": 1.708350101672894e-05, "loss": 0.0205, "relation_loss": 0.0011782101704739035, "selected_pairs": 26755.1, "state_query_norm": 42.063772201538086, "state_relation_loss": 8.864635456120595e-05, "step": 22270, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0011782101704739035, "weighted_relation_loss": 0.0011782101704739035 }, { "action_query_norm": 39.83780059814453, "action_relation_loss": 0.0010977469675708563, "auxiliary_loss_weight": 1.0, "epoch": 20.841908325537887, "flow_matching_loss": 0.020253073796629904, "grad_norm": 0.10126600414514542, "learning_rate": 1.7042033842098957e-05, "loss": 0.0214, "relation_loss": 0.0011834025965072215, "selected_pairs": 26828.5, "state_query_norm": 42.05396194458008, "state_relation_loss": 8.565562529838644e-05, "step": 22280, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0011834025965072215, "weighted_relation_loss": 0.0011834025965072215 }, { "action_query_norm": 39.823768615722656, "action_relation_loss": 0.0011346932966262101, "auxiliary_loss_weight": 1.0, "epoch": 20.85126286248831, "flow_matching_loss": 0.021658735163509846, "grad_norm": 0.11056192964315414, "learning_rate": 1.7000606714505567e-05, "loss": 0.0229, "relation_loss": 0.0012259696377441287, "selected_pairs": 26630.9, "state_query_norm": 42.06168174743652, "state_relation_loss": 9.127634693868458e-05, "step": 22290, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0012259696377441287, "weighted_relation_loss": 0.0012259696377441287 }, { "action_query_norm": 39.85982666015625, "action_relation_loss": 0.0011697747861035169, "auxiliary_loss_weight": 1.0, "epoch": 20.860617399438727, "flow_matching_loss": 0.02108119335025549, "grad_norm": 0.09369876235723495, "learning_rate": 1.695921968428668e-05, "loss": 0.0223, "relation_loss": 0.0012600080692209304, "selected_pairs": 27014.8, "state_query_norm": 42.07468376159668, "state_relation_loss": 9.023328821058385e-05, "step": 22300, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0012600080692209304, "weighted_relation_loss": 0.0012600080692209304 }, { "action_query_norm": 39.84619407653808, "action_relation_loss": 0.0011401767667848616, "auxiliary_loss_weight": 1.0, "epoch": 20.86997193638915, "flow_matching_loss": 0.01806099181994796, "grad_norm": 0.09461948275566101, "learning_rate": 1.6917872801731416e-05, "loss": 0.0193, "relation_loss": 0.0012355553568340837, "selected_pairs": 26419.6, "state_query_norm": 42.05478401184082, "state_relation_loss": 9.537859150441364e-05, "step": 22310, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0012355553568340837, "weighted_relation_loss": 0.0012355553568340837 }, { "action_query_norm": 39.8018383026123, "action_relation_loss": 0.0011797839193604886, "auxiliary_loss_weight": 1.0, "epoch": 20.87932647333957, "flow_matching_loss": 0.019634875748306514, "grad_norm": 0.09340649843215942, "learning_rate": 1.687656611708014e-05, "loss": 0.0209, "relation_loss": 0.0012736355187371374, "selected_pairs": 26506.9, "state_query_norm": 42.04716339111328, "state_relation_loss": 9.385161174577661e-05, "step": 22320, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0012736355187371374, "weighted_relation_loss": 0.0012736355187371374 }, { "action_query_norm": 39.83327522277832, "action_relation_loss": 0.0011050860804971308, "auxiliary_loss_weight": 1.0, "epoch": 20.88868101028999, "flow_matching_loss": 0.020371394325047733, "grad_norm": 0.09622068703174591, "learning_rate": 1.6835299680524368e-05, "loss": 0.0216, "relation_loss": 0.0011958271148614585, "selected_pairs": 26667.1, "state_query_norm": 42.04539833068848, "state_relation_loss": 9.074102199519984e-05, "step": 22330, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0011958271148614585, "weighted_relation_loss": 0.0011958271148614585 }, { "action_query_norm": 39.81298942565918, "action_relation_loss": 0.001119909790577367, "auxiliary_loss_weight": 1.0, "epoch": 20.89803554724041, "flow_matching_loss": 0.01864277832210064, "grad_norm": 0.09588658809661865, "learning_rate": 1.679407354220669e-05, "loss": 0.0199, "relation_loss": 0.0012088482442777603, "selected_pairs": 26601.8, "state_query_norm": 42.06144828796387, "state_relation_loss": 8.893845079001039e-05, "step": 22340, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0012088482442777603, "weighted_relation_loss": 0.0012088482442777603 }, { "action_query_norm": 39.880502700805664, "action_relation_loss": 0.0011507600778713823, "auxiliary_loss_weight": 1.0, "epoch": 20.907390084190833, "flow_matching_loss": 0.017880260199308395, "grad_norm": 0.10862695425748825, "learning_rate": 1.6752887752220793e-05, "loss": 0.0191, "relation_loss": 0.001240003330167383, "selected_pairs": 26535.4, "state_query_norm": 42.04285087585449, "state_relation_loss": 8.924325011321344e-05, "step": 22350, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.001240003330167383, "weighted_relation_loss": 0.001240003330167383 }, { "action_query_norm": 39.83062591552734, "action_relation_loss": 0.0011853717966005205, "auxiliary_loss_weight": 1.0, "epoch": 20.916744621141255, "flow_matching_loss": 0.017513329070061444, "grad_norm": 0.11586498469114304, "learning_rate": 1.6711742360611277e-05, "loss": 0.0188, "relation_loss": 0.001275510562118143, "selected_pairs": 26734.7, "state_query_norm": 42.0635009765625, "state_relation_loss": 9.013876333483495e-05, "step": 22360, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.001275510562118143, "weighted_relation_loss": 0.001275510562118143 }, { "action_query_norm": 39.86397361755371, "action_relation_loss": 0.0011845050496049226, "auxiliary_loss_weight": 1.0, "epoch": 20.926099158091674, "flow_matching_loss": 0.019242705218493937, "grad_norm": 0.10676119476556778, "learning_rate": 1.6670637417373652e-05, "loss": 0.0205, "relation_loss": 0.0012727499124594033, "selected_pairs": 26741.2, "state_query_norm": 42.058614349365236, "state_relation_loss": 8.824488322716207e-05, "step": 22370, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0012727499124594033, "weighted_relation_loss": 0.0012727499124594033 }, { "action_query_norm": 39.82983589172363, "action_relation_loss": 0.0011498127947561442, "auxiliary_loss_weight": 1.0, "epoch": 20.935453695042096, "flow_matching_loss": 0.02042264919728041, "grad_norm": 0.11413487792015076, "learning_rate": 1.6629572972454333e-05, "loss": 0.0217, "relation_loss": 0.0012368438066914678, "selected_pairs": 27665.1, "state_query_norm": 42.06040573120117, "state_relation_loss": 8.703101557330228e-05, "step": 22380, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.0012368438066914678, "weighted_relation_loss": 0.0012368438066914678 }, { "action_query_norm": 39.79772033691406, "action_relation_loss": 0.0011427446035668254, "auxiliary_loss_weight": 1.0, "epoch": 20.944808231992518, "flow_matching_loss": 0.01798674650490284, "grad_norm": 0.13249695301055908, "learning_rate": 1.6588549075750464e-05, "loss": 0.0192, "relation_loss": 0.0012331986450590192, "selected_pairs": 26462.8, "state_query_norm": 42.056541442871094, "state_relation_loss": 9.04540589544922e-05, "step": 22390, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0012331986450590192, "weighted_relation_loss": 0.0012331986450590192 }, { "action_query_norm": 39.81215324401855, "action_relation_loss": 0.001165394892450422, "auxiliary_loss_weight": 1.0, "epoch": 20.954162768942936, "flow_matching_loss": 0.01838631257414818, "grad_norm": 0.10038178414106369, "learning_rate": 1.6547565777109976e-05, "loss": 0.0196, "relation_loss": 0.0012600207701325417, "selected_pairs": 26876.1, "state_query_norm": 42.04518623352051, "state_relation_loss": 9.462588495807722e-05, "step": 22400, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0012600207701325417, "weighted_relation_loss": 0.0012600207701325417 }, { "action_query_norm": 39.85442276000977, "action_relation_loss": 0.0012174143746960908, "auxiliary_loss_weight": 1.0, "epoch": 20.963517305893358, "flow_matching_loss": 0.01858246177434921, "grad_norm": 0.0906248614192009, "learning_rate": 1.650662312633143e-05, "loss": 0.0199, "relation_loss": 0.0013051858986727893, "selected_pairs": 26590.7, "state_query_norm": 42.06554527282715, "state_relation_loss": 8.777150433161295e-05, "step": 22410, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0013051858986727893, "weighted_relation_loss": 0.0013051858986727893 }, { "action_query_norm": 39.844857406616214, "action_relation_loss": 0.0011676484253257513, "auxiliary_loss_weight": 1.0, "epoch": 20.97287184284378, "flow_matching_loss": 0.018918200489133598, "grad_norm": 0.08418577164411545, "learning_rate": 1.6465721173164002e-05, "loss": 0.0202, "relation_loss": 0.0012569870566949248, "selected_pairs": 26179.4, "state_query_norm": 42.05394058227539, "state_relation_loss": 8.933862991398201e-05, "step": 22420, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.0012569870566949248, "weighted_relation_loss": 0.0012569870566949248 }, { "action_query_norm": 39.770534133911134, "action_relation_loss": 0.0012209750479087234, "auxiliary_loss_weight": 1.0, "epoch": 20.9822263797942, "flow_matching_loss": 0.020056501030921936, "grad_norm": 0.11818265914916992, "learning_rate": 1.6424859967307428e-05, "loss": 0.0214, "relation_loss": 0.0013093913206830622, "selected_pairs": 26741.2, "state_query_norm": 42.037483596801756, "state_relation_loss": 8.841626622597687e-05, "step": 22430, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0013093913206830622, "weighted_relation_loss": 0.0013093913206830622 }, { "action_query_norm": 39.86119918823242, "action_relation_loss": 0.0011368837207555772, "auxiliary_loss_weight": 1.0, "epoch": 20.99158091674462, "flow_matching_loss": 0.017874223086982964, "grad_norm": 0.10638588666915894, "learning_rate": 1.6384039558411903e-05, "loss": 0.0191, "relation_loss": 0.0012266952311620117, "selected_pairs": 27182.4, "state_query_norm": 42.04277572631836, "state_relation_loss": 8.981148421298713e-05, "step": 22440, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0012266952311620117, "weighted_relation_loss": 0.0012266952311620117 }, { "action_query_norm": 39.788415145874026, "action_relation_loss": 0.0011543847504071891, "auxiliary_loss_weight": 1.0, "epoch": 21.000935453695043, "flow_matching_loss": 0.019221434369683266, "grad_norm": 0.1675845831632614, "learning_rate": 1.634325999607811e-05, "loss": 0.0205, "relation_loss": 0.0012411636766046286, "selected_pairs": 24271.0, "state_query_norm": 42.0532642364502, "state_relation_loss": 8.677891455590724e-05, "step": 22450, "valid_action_samples": 214.0, "weighted_auxiliary_loss": 0.0012411636766046286, "weighted_relation_loss": 0.0012411636766046286 }, { "action_query_norm": 39.83963508605957, "action_relation_loss": 0.0011065241647884249, "auxiliary_loss_weight": 1.0, "epoch": 21.010289990645465, "flow_matching_loss": 0.020204853639006613, "grad_norm": 0.10173111408948898, "learning_rate": 1.6302521329857045e-05, "loss": 0.0214, "relation_loss": 0.001195068343076855, "selected_pairs": 27089.3, "state_query_norm": 42.06206512451172, "state_relation_loss": 8.854416591930203e-05, "step": 22460, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001195068343076855, "weighted_relation_loss": 0.001195068343076855 }, { "action_query_norm": 39.87146835327148, "action_relation_loss": 0.0011001378705259412, "auxiliary_loss_weight": 1.0, "epoch": 21.019644527595883, "flow_matching_loss": 0.01984315812587738, "grad_norm": 0.09839575737714767, "learning_rate": 1.6261823609250027e-05, "loss": 0.021, "relation_loss": 0.0011915775015950204, "selected_pairs": 27010.6, "state_query_norm": 42.040896606445315, "state_relation_loss": 9.143961215158924e-05, "step": 22470, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011915775015950204, "weighted_relation_loss": 0.0011915775015950204 }, { "action_query_norm": 39.85570793151855, "action_relation_loss": 0.001153268152847886, "auxiliary_loss_weight": 1.0, "epoch": 21.028999064546305, "flow_matching_loss": 0.0172686193138361, "grad_norm": 0.0889023020863533, "learning_rate": 1.6221166883708627e-05, "loss": 0.0185, "relation_loss": 0.0012392717995680868, "selected_pairs": 27222.1, "state_query_norm": 42.07388877868652, "state_relation_loss": 8.600366854807361e-05, "step": 22480, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0012392717995680868, "weighted_relation_loss": 0.0012392717995680868 }, { "action_query_norm": 39.85129051208496, "action_relation_loss": 0.0010661054169759155, "auxiliary_loss_weight": 1.0, "epoch": 21.038353601496727, "flow_matching_loss": 0.019366515520960092, "grad_norm": 0.11957789212465286, "learning_rate": 1.6180551202634603e-05, "loss": 0.0205, "relation_loss": 0.0011540481238625944, "selected_pairs": 26906.2, "state_query_norm": 42.05274925231934, "state_relation_loss": 8.79427170730196e-05, "step": 22490, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0011540481238625944, "weighted_relation_loss": 0.0011540481238625944 }, { "action_query_norm": 39.83329086303711, "action_relation_loss": 0.0011316496296785773, "auxiliary_loss_weight": 1.0, "epoch": 21.047708138447145, "flow_matching_loss": 0.018063928186893462, "grad_norm": 0.11393474787473679, "learning_rate": 1.613997661537981e-05, "loss": 0.0193, "relation_loss": 0.0012163210252765567, "selected_pairs": 26996.3, "state_query_norm": 42.05557861328125, "state_relation_loss": 8.467139778076672e-05, "step": 22500, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0012163210252765567, "weighted_relation_loss": 0.0012163210252765567 }, { "action_query_norm": 39.829250717163085, "action_relation_loss": 0.001146384235471487, "auxiliary_loss_weight": 1.0, "epoch": 21.057062675397567, "flow_matching_loss": 0.018849935196340085, "grad_norm": 0.10116621851921082, "learning_rate": 1.609944317124624e-05, "loss": 0.0201, "relation_loss": 0.0012317090178839863, "selected_pairs": 27057.3, "state_query_norm": 42.0414176940918, "state_relation_loss": 8.532477222615853e-05, "step": 22510, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0012317090178839863, "weighted_relation_loss": 0.0012317090178839863 }, { "action_query_norm": 39.8850658416748, "action_relation_loss": 0.0010841009207069874, "auxiliary_loss_weight": 1.0, "epoch": 21.06641721234799, "flow_matching_loss": 0.018625330924987794, "grad_norm": 0.12263134121894836, "learning_rate": 1.605895091948582e-05, "loss": 0.0198, "relation_loss": 0.0011753249797038733, "selected_pairs": 26638.9, "state_query_norm": 42.048495864868165, "state_relation_loss": 9.122405244852417e-05, "step": 22520, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0011753249797038733, "weighted_relation_loss": 0.0011753249797038733 }, { "action_query_norm": 39.82520370483398, "action_relation_loss": 0.0011246551061049105, "auxiliary_loss_weight": 1.0, "epoch": 21.07577174929841, "flow_matching_loss": 0.018568696361035107, "grad_norm": 0.09926764667034149, "learning_rate": 1.6018499909300477e-05, "loss": 0.0198, "relation_loss": 0.0012150467140600086, "selected_pairs": 27110.1, "state_query_norm": 42.055078125, "state_relation_loss": 9.039162177941762e-05, "step": 22530, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0012150467140600086, "weighted_relation_loss": 0.0012150467140600086 }, { "action_query_norm": 39.83082313537598, "action_relation_loss": 0.0011156933207530529, "auxiliary_loss_weight": 1.0, "epoch": 21.08512628624883, "flow_matching_loss": 0.017949278093874456, "grad_norm": 0.10063138604164124, "learning_rate": 1.597809018984199e-05, "loss": 0.0192, "relation_loss": 0.0012030964833684265, "selected_pairs": 27153.8, "state_query_norm": 42.04786224365235, "state_relation_loss": 8.740316552575677e-05, "step": 22540, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0012030964833684265, "weighted_relation_loss": 0.0012030964833684265 }, { "action_query_norm": 39.777988052368165, "action_relation_loss": 0.0011128879676107317, "auxiliary_loss_weight": 1.0, "epoch": 21.09448082319925, "flow_matching_loss": 0.019350812863558532, "grad_norm": 0.10134536027908325, "learning_rate": 1.593772181021196e-05, "loss": 0.0206, "relation_loss": 0.0012023106217384338, "selected_pairs": 27152.7, "state_query_norm": 42.03762855529785, "state_relation_loss": 8.94226657692343e-05, "step": 22550, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0012023106217384338, "weighted_relation_loss": 0.0012023106217384338 }, { "action_query_norm": 39.856529998779294, "action_relation_loss": 0.0010627339710481466, "auxiliary_loss_weight": 1.0, "epoch": 21.103835360149674, "flow_matching_loss": 0.019226191844791175, "grad_norm": 0.103861965239048, "learning_rate": 1.5897394819461813e-05, "loss": 0.0204, "relation_loss": 0.001154114177916199, "selected_pairs": 27009.7, "state_query_norm": 42.03685684204102, "state_relation_loss": 9.138019740930758e-05, "step": 22560, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.001154114177916199, "weighted_relation_loss": 0.001154114177916199 }, { "action_query_norm": 39.87486038208008, "action_relation_loss": 0.0010717094293795526, "auxiliary_loss_weight": 1.0, "epoch": 21.113189897100092, "flow_matching_loss": 0.01795833110809326, "grad_norm": 0.09339717775583267, "learning_rate": 1.5857109266592625e-05, "loss": 0.0191, "relation_loss": 0.001158351404592395, "selected_pairs": 27103.4, "state_query_norm": 42.05350456237793, "state_relation_loss": 8.664198103360831e-05, "step": 22570, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.001158351404592395, "weighted_relation_loss": 0.001158351404592395 }, { "action_query_norm": 39.810307312011716, "action_relation_loss": 0.001178140880074352, "auxiliary_loss_weight": 1.0, "epoch": 21.122544434050514, "flow_matching_loss": 0.019641842041164637, "grad_norm": 0.08980627357959747, "learning_rate": 1.581686520055514e-05, "loss": 0.0209, "relation_loss": 0.0012688523274846375, "selected_pairs": 26226.8, "state_query_norm": 42.04888572692871, "state_relation_loss": 9.07114525034558e-05, "step": 22580, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.0012688523274846375, "weighted_relation_loss": 0.0012688523274846375 }, { "action_query_norm": 39.827877807617185, "action_relation_loss": 0.0011422977317124606, "auxiliary_loss_weight": 1.0, "epoch": 21.131898971000936, "flow_matching_loss": 0.020187816210091115, "grad_norm": 0.11165879666805267, "learning_rate": 1.5776662670249704e-05, "loss": 0.0214, "relation_loss": 0.0012315265368670226, "selected_pairs": 26575.8, "state_query_norm": 42.05212554931641, "state_relation_loss": 8.922882261686027e-05, "step": 22590, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0012315265368670226, "weighted_relation_loss": 0.0012315265368670226 }, { "action_query_norm": 39.8558765411377, "action_relation_loss": 0.0010973117838148027, "auxiliary_loss_weight": 1.0, "epoch": 21.141253507951358, "flow_matching_loss": 0.019219586066901682, "grad_norm": 0.10603855550289154, "learning_rate": 1.573650172452615e-05, "loss": 0.0204, "relation_loss": 0.0011842351406812668, "selected_pairs": 26731.9, "state_query_norm": 42.045073699951175, "state_relation_loss": 8.692335177329369e-05, "step": 22600, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0011842351406812668, "weighted_relation_loss": 0.0011842351406812668 }, { "action_query_norm": 39.8322696685791, "action_relation_loss": 0.0011158846318721771, "auxiliary_loss_weight": 1.0, "epoch": 21.150608044901777, "flow_matching_loss": 0.017222186643630268, "grad_norm": 0.10669178515672684, "learning_rate": 1.5696382412183852e-05, "loss": 0.0184, "relation_loss": 0.0012024404131807387, "selected_pairs": 27125.9, "state_query_norm": 42.03313217163086, "state_relation_loss": 8.655578785692342e-05, "step": 22610, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0012024404131807387, "weighted_relation_loss": 0.0012024404131807387 }, { "action_query_norm": 39.809730529785156, "action_relation_loss": 0.0010516118025407195, "auxiliary_loss_weight": 1.0, "epoch": 21.1599625818522, "flow_matching_loss": 0.019394486490637065, "grad_norm": 0.10606975853443146, "learning_rate": 1.565630478197155e-05, "loss": 0.0205, "relation_loss": 0.0011416631867177784, "selected_pairs": 26965.0, "state_query_norm": 42.02724342346191, "state_relation_loss": 9.005138199427165e-05, "step": 22620, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0011416631867177784, "weighted_relation_loss": 0.0011416631867177784 }, { "action_query_norm": 39.761285400390626, "action_relation_loss": 0.0011194636696018278, "auxiliary_loss_weight": 1.0, "epoch": 21.16931711880262, "flow_matching_loss": 0.01987971495836973, "grad_norm": 0.1107151210308075, "learning_rate": 1.5616268882587332e-05, "loss": 0.0211, "relation_loss": 0.0012058188673108815, "selected_pairs": 27688.0, "state_query_norm": 42.028371047973636, "state_relation_loss": 8.635519334347919e-05, "step": 22630, "valid_action_samples": 235.8, "weighted_auxiliary_loss": 0.0012058188673108815, "weighted_relation_loss": 0.0012058188673108815 }, { "action_query_norm": 39.78442306518555, "action_relation_loss": 0.001098405523225665, "auxiliary_loss_weight": 1.0, "epoch": 21.17867165575304, "flow_matching_loss": 0.019186143949627876, "grad_norm": 0.08257641643285751, "learning_rate": 1.5576274762678594e-05, "loss": 0.0204, "relation_loss": 0.001188240316696465, "selected_pairs": 26874.7, "state_query_norm": 42.04295196533203, "state_relation_loss": 8.983478401205502e-05, "step": 22640, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.001188240316696465, "weighted_relation_loss": 0.001188240316696465 }, { "action_query_norm": 39.803504943847656, "action_relation_loss": 0.0011049791995901615, "auxiliary_loss_weight": 1.0, "epoch": 21.18802619270346, "flow_matching_loss": 0.018515618238598108, "grad_norm": 0.08340942114591599, "learning_rate": 1.5536322470841952e-05, "loss": 0.0197, "relation_loss": 0.0011909896857105196, "selected_pairs": 26579.3, "state_query_norm": 42.041330337524414, "state_relation_loss": 8.601047811680473e-05, "step": 22650, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0011909896857105196, "weighted_relation_loss": 0.0011909896857105196 }, { "action_query_norm": 39.797637176513675, "action_relation_loss": 0.0011498151696287095, "auxiliary_loss_weight": 1.0, "epoch": 21.197380729653883, "flow_matching_loss": 0.020098244305700064, "grad_norm": 0.09616244584321976, "learning_rate": 1.549641205562324e-05, "loss": 0.0213, "relation_loss": 0.0012338334345258772, "selected_pairs": 26673.1, "state_query_norm": 42.039954376220706, "state_relation_loss": 8.401826416957193e-05, "step": 22660, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0012338334345258772, "weighted_relation_loss": 0.0012338334345258772 }, { "action_query_norm": 39.82438926696777, "action_relation_loss": 0.001082605222472921, "auxiliary_loss_weight": 1.0, "epoch": 21.2067352666043, "flow_matching_loss": 0.01927179265767336, "grad_norm": 0.09444893151521683, "learning_rate": 1.5456543565517334e-05, "loss": 0.0204, "relation_loss": 0.0011713662650436163, "selected_pairs": 26879.4, "state_query_norm": 42.0370906829834, "state_relation_loss": 8.876102947397158e-05, "step": 22670, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0011713662650436163, "weighted_relation_loss": 0.0011713662650436163 }, { "action_query_norm": 39.827632904052734, "action_relation_loss": 0.0011170255835168063, "auxiliary_loss_weight": 1.0, "epoch": 21.216089803554723, "flow_matching_loss": 0.018448689952492714, "grad_norm": 0.09608365595340729, "learning_rate": 1.541671704896825e-05, "loss": 0.0197, "relation_loss": 0.0012034189887344838, "selected_pairs": 26164.2, "state_query_norm": 42.05548439025879, "state_relation_loss": 8.639340521767735e-05, "step": 22680, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0012034189887344838, "weighted_relation_loss": 0.0012034189887344838 }, { "action_query_norm": 39.77980537414551, "action_relation_loss": 0.0011241735657677055, "auxiliary_loss_weight": 1.0, "epoch": 21.225444340505145, "flow_matching_loss": 0.01986585259437561, "grad_norm": 0.16475751996040344, "learning_rate": 1.5376932554368938e-05, "loss": 0.0211, "relation_loss": 0.0012153556919656694, "selected_pairs": 27015.0, "state_query_norm": 42.03275337219238, "state_relation_loss": 9.118212474277244e-05, "step": 22690, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0012153556919656694, "weighted_relation_loss": 0.0012153556919656694 }, { "action_query_norm": 39.80298614501953, "action_relation_loss": 0.001129765948280692, "auxiliary_loss_weight": 1.0, "epoch": 21.234798877455567, "flow_matching_loss": 0.018191643804311753, "grad_norm": 0.31376537680625916, "learning_rate": 1.5337190130061318e-05, "loss": 0.0194, "relation_loss": 0.001218643004540354, "selected_pairs": 27407.3, "state_query_norm": 42.03549919128418, "state_relation_loss": 8.887706208042801e-05, "step": 22700, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.001218643004540354, "weighted_relation_loss": 0.001218643004540354 }, { "action_query_norm": 39.842637634277345, "action_relation_loss": 0.0010971511073876172, "auxiliary_loss_weight": 1.0, "epoch": 21.244153414405986, "flow_matching_loss": 0.017939768824726345, "grad_norm": 0.0850176215171814, "learning_rate": 1.5297489824336165e-05, "loss": 0.0191, "relation_loss": 0.0011876755394041537, "selected_pairs": 26504.0, "state_query_norm": 42.029248046875, "state_relation_loss": 9.052443056134507e-05, "step": 22710, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0011876755394041537, "weighted_relation_loss": 0.0011876755394041537 }, { "action_query_norm": 39.78263282775879, "action_relation_loss": 0.0010793578112497926, "auxiliary_loss_weight": 1.0, "epoch": 21.253507951356408, "flow_matching_loss": 0.017657398618757723, "grad_norm": 0.10217177867889404, "learning_rate": 1.5257831685433121e-05, "loss": 0.0188, "relation_loss": 0.0011668538441881537, "selected_pairs": 27012.1, "state_query_norm": 42.04249267578125, "state_relation_loss": 8.749602493480779e-05, "step": 22720, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011668538441881537, "weighted_relation_loss": 0.0011668538441881537 }, { "action_query_norm": 39.75512275695801, "action_relation_loss": 0.0010816991853062063, "auxiliary_loss_weight": 1.0, "epoch": 21.26286248830683, "flow_matching_loss": 0.018181321583688258, "grad_norm": 0.1596570611000061, "learning_rate": 1.521821576154055e-05, "loss": 0.0194, "relation_loss": 0.0011704751988872886, "selected_pairs": 26580.1, "state_query_norm": 42.01858253479004, "state_relation_loss": 8.877603468135931e-05, "step": 22730, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0011704751988872886, "weighted_relation_loss": 0.0011704751988872886 }, { "action_query_norm": 39.80730209350586, "action_relation_loss": 0.001136660308111459, "auxiliary_loss_weight": 1.0, "epoch": 21.27221702525725, "flow_matching_loss": 0.017585919611155985, "grad_norm": 0.11093737930059433, "learning_rate": 1.5178642100795542e-05, "loss": 0.0188, "relation_loss": 0.001221535832155496, "selected_pairs": 26806.9, "state_query_norm": 42.0428653717041, "state_relation_loss": 8.487553423037752e-05, "step": 22740, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001221535832155496, "weighted_relation_loss": 0.001221535832155496 }, { "action_query_norm": 39.765364456176755, "action_relation_loss": 0.0010973730648402124, "auxiliary_loss_weight": 1.0, "epoch": 21.28157156220767, "flow_matching_loss": 0.018338640127331017, "grad_norm": 0.09453481435775757, "learning_rate": 1.5139110751283819e-05, "loss": 0.0195, "relation_loss": 0.001187687914352864, "selected_pairs": 26852.8, "state_query_norm": 42.03750801086426, "state_relation_loss": 9.031485897139646e-05, "step": 22750, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001187687914352864, "weighted_relation_loss": 0.001187687914352864 }, { "action_query_norm": 39.77870063781738, "action_relation_loss": 0.0011237642145715653, "auxiliary_loss_weight": 1.0, "epoch": 21.290926099158092, "flow_matching_loss": 0.02118939533829689, "grad_norm": 0.10111355036497116, "learning_rate": 1.5099621761039683e-05, "loss": 0.0224, "relation_loss": 0.0012068800977431237, "selected_pairs": 27105.1, "state_query_norm": 42.03443450927735, "state_relation_loss": 8.311587953357957e-05, "step": 22760, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0012068800977431237, "weighted_relation_loss": 0.0012068800977431237 }, { "action_query_norm": 39.82431411743164, "action_relation_loss": 0.0011178952408954501, "auxiliary_loss_weight": 1.0, "epoch": 21.300280636108514, "flow_matching_loss": 0.01896734591573477, "grad_norm": 0.0880555659532547, "learning_rate": 1.5060175178046016e-05, "loss": 0.0202, "relation_loss": 0.001198203209787607, "selected_pairs": 27452.8, "state_query_norm": 42.03726692199707, "state_relation_loss": 8.030796816456131e-05, "step": 22770, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.001198203209787607, "weighted_relation_loss": 0.001198203209787607 }, { "action_query_norm": 39.85994529724121, "action_relation_loss": 0.0010379644925706088, "auxiliary_loss_weight": 1.0, "epoch": 21.309635173058933, "flow_matching_loss": 0.020398352947086095, "grad_norm": 0.11148712784051895, "learning_rate": 1.5020771050234117e-05, "loss": 0.0215, "relation_loss": 0.0011299293430056423, "selected_pairs": 26911.3, "state_query_norm": 42.02523918151856, "state_relation_loss": 9.196484534186311e-05, "step": 22780, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0011299293430056423, "weighted_relation_loss": 0.0011299293430056423 }, { "action_query_norm": 39.816705322265626, "action_relation_loss": 0.0010569401958491654, "auxiliary_loss_weight": 1.0, "epoch": 21.318989710009355, "flow_matching_loss": 0.018762765824794768, "grad_norm": 0.142292320728302, "learning_rate": 1.4981409425483716e-05, "loss": 0.0199, "relation_loss": 0.001143888710066676, "selected_pairs": 26138.1, "state_query_norm": 42.03047676086426, "state_relation_loss": 8.694850985193625e-05, "step": 22790, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.001143888710066676, "weighted_relation_loss": 0.001143888710066676 }, { "action_query_norm": 39.81938438415527, "action_relation_loss": 0.0010946301277726888, "auxiliary_loss_weight": 1.0, "epoch": 21.328344246959777, "flow_matching_loss": 0.017108514811843632, "grad_norm": 0.08863844722509384, "learning_rate": 1.4942090351622883e-05, "loss": 0.0183, "relation_loss": 0.0011822950677014888, "selected_pairs": 26670.9, "state_query_norm": 42.03073577880859, "state_relation_loss": 8.766493701841682e-05, "step": 22800, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0011822950677014888, "weighted_relation_loss": 0.0011822950677014888 }, { "action_query_norm": 39.792562103271486, "action_relation_loss": 0.0011197500978596508, "auxiliary_loss_weight": 1.0, "epoch": 21.337698783910195, "flow_matching_loss": 0.01773949209600687, "grad_norm": 0.12515433132648468, "learning_rate": 1.490281387642804e-05, "loss": 0.0189, "relation_loss": 0.0012084916816093028, "selected_pairs": 26455.4, "state_query_norm": 42.022928619384764, "state_relation_loss": 8.874157865648157e-05, "step": 22810, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0012084916816093028, "weighted_relation_loss": 0.0012084916816093028 }, { "action_query_norm": 39.79748306274414, "action_relation_loss": 0.001132976682856679, "auxiliary_loss_weight": 1.0, "epoch": 21.347053320860617, "flow_matching_loss": 0.017540425434708594, "grad_norm": 0.11357526481151581, "learning_rate": 1.4863580047623765e-05, "loss": 0.0188, "relation_loss": 0.0012197078904137015, "selected_pairs": 26869.5, "state_query_norm": 42.01991767883301, "state_relation_loss": 8.67311995534692e-05, "step": 22820, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0012197078904137015, "weighted_relation_loss": 0.0012197078904137015 }, { "action_query_norm": 39.79890480041504, "action_relation_loss": 0.0010657232138328253, "auxiliary_loss_weight": 1.0, "epoch": 21.35640785781104, "flow_matching_loss": 0.017106151953339577, "grad_norm": 0.09407047927379608, "learning_rate": 1.4824388912882897e-05, "loss": 0.0183, "relation_loss": 0.0011500390828587115, "selected_pairs": 26595.4, "state_query_norm": 42.027448654174805, "state_relation_loss": 8.431587339146063e-05, "step": 22830, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0011500390828587115, "weighted_relation_loss": 0.0011500390828587115 }, { "action_query_norm": 39.78021087646484, "action_relation_loss": 0.0011067089741118251, "auxiliary_loss_weight": 1.0, "epoch": 21.36576239476146, "flow_matching_loss": 0.018363599106669425, "grad_norm": 0.11384513974189758, "learning_rate": 1.4785240519826344e-05, "loss": 0.0196, "relation_loss": 0.0011925438651815058, "selected_pairs": 27242.7, "state_query_norm": 42.024264907836915, "state_relation_loss": 8.583488670410588e-05, "step": 22840, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0011925438651815058, "weighted_relation_loss": 0.0011925438651815058 }, { "action_query_norm": 39.815355682373045, "action_relation_loss": 0.001111368794227019, "auxiliary_loss_weight": 1.0, "epoch": 21.37511693171188, "flow_matching_loss": 0.016848244424909353, "grad_norm": 0.12573030591011047, "learning_rate": 1.4746134916023097e-05, "loss": 0.0181, "relation_loss": 0.0012024989118799567, "selected_pairs": 26755.4, "state_query_norm": 42.03193664550781, "state_relation_loss": 9.11301096493844e-05, "step": 22850, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0012024989118799567, "weighted_relation_loss": 0.0012024989118799567 }, { "action_query_norm": 39.74312744140625, "action_relation_loss": 0.0010889901604969054, "auxiliary_loss_weight": 1.0, "epoch": 21.3844714686623, "flow_matching_loss": 0.018319286964833738, "grad_norm": 0.11153418570756912, "learning_rate": 1.4707072148990141e-05, "loss": 0.0195, "relation_loss": 0.0011742018163204194, "selected_pairs": 26438.2, "state_query_norm": 42.03190803527832, "state_relation_loss": 8.52116740134079e-05, "step": 22860, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0011742018163204194, "weighted_relation_loss": 0.0011742018163204194 }, { "action_query_norm": 39.7892147064209, "action_relation_loss": 0.0011050002241972834, "auxiliary_loss_weight": 1.0, "epoch": 21.393826005612723, "flow_matching_loss": 0.018893126770853995, "grad_norm": 0.10141215473413467, "learning_rate": 1.4668052266192423e-05, "loss": 0.0201, "relation_loss": 0.00119034739327617, "selected_pairs": 26616.0, "state_query_norm": 42.01991691589355, "state_relation_loss": 8.534716762369499e-05, "step": 22870, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.00119034739327617, "weighted_relation_loss": 0.00119034739327617 }, { "action_query_norm": 39.779443359375, "action_relation_loss": 0.001086511858738959, "auxiliary_loss_weight": 1.0, "epoch": 21.403180542563142, "flow_matching_loss": 0.01961708487942815, "grad_norm": 0.11077021807432175, "learning_rate": 1.4629075315042795e-05, "loss": 0.0208, "relation_loss": 0.0011745474766939878, "selected_pairs": 27481.5, "state_query_norm": 42.011549377441405, "state_relation_loss": 8.803562595858239e-05, "step": 22880, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0011745474766939878, "weighted_relation_loss": 0.0011745474766939878 }, { "action_query_norm": 39.77124214172363, "action_relation_loss": 0.001139863021671772, "auxiliary_loss_weight": 1.0, "epoch": 21.412535079513564, "flow_matching_loss": 0.01940820086747408, "grad_norm": 0.10426491498947144, "learning_rate": 1.4590141342901925e-05, "loss": 0.0206, "relation_loss": 0.0012220034492202102, "selected_pairs": 27038.0, "state_query_norm": 42.02195243835449, "state_relation_loss": 8.21404333692044e-05, "step": 22890, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0012220034492202102, "weighted_relation_loss": 0.0012220034492202102 }, { "action_query_norm": 39.85368690490723, "action_relation_loss": 0.0009788594208657742, "auxiliary_loss_weight": 1.0, "epoch": 21.421889616463986, "flow_matching_loss": 0.019546015560626982, "grad_norm": 0.09191517531871796, "learning_rate": 1.4551250397078253e-05, "loss": 0.0206, "relation_loss": 0.001066029816865921, "selected_pairs": 26945.3, "state_query_norm": 42.02243270874023, "state_relation_loss": 8.717038363101893e-05, "step": 22900, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.001066029816865921, "weighted_relation_loss": 0.001066029816865921 }, { "action_query_norm": 39.854455184936526, "action_relation_loss": 0.0010890328790992498, "auxiliary_loss_weight": 1.0, "epoch": 21.431244153414404, "flow_matching_loss": 0.017598225735127926, "grad_norm": 0.1323424130678177, "learning_rate": 1.4512402524827945e-05, "loss": 0.0188, "relation_loss": 0.0011747926473617554, "selected_pairs": 26899.5, "state_query_norm": 42.03607025146484, "state_relation_loss": 8.575977408327162e-05, "step": 22910, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0011747926473617554, "weighted_relation_loss": 0.0011747926473617554 }, { "action_query_norm": 39.79614906311035, "action_relation_loss": 0.0010983455867972225, "auxiliary_loss_weight": 1.0, "epoch": 21.440598690364826, "flow_matching_loss": 0.0186497800052166, "grad_norm": 0.11452062427997589, "learning_rate": 1.447359777335482e-05, "loss": 0.0198, "relation_loss": 0.0011875563417561353, "selected_pairs": 27034.0, "state_query_norm": 42.029849243164065, "state_relation_loss": 8.921075277612545e-05, "step": 22920, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0011875563417561353, "weighted_relation_loss": 0.0011875563417561353 }, { "action_query_norm": 39.79177398681641, "action_relation_loss": 0.0010410590912215412, "auxiliary_loss_weight": 1.0, "epoch": 21.44995322731525, "flow_matching_loss": 0.017997810430824757, "grad_norm": 0.11146176606416702, "learning_rate": 1.4434836189810335e-05, "loss": 0.0191, "relation_loss": 0.0011258199927397072, "selected_pairs": 26735.0, "state_query_norm": 42.02063674926758, "state_relation_loss": 8.476090224576182e-05, "step": 22930, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0011258199927397072, "weighted_relation_loss": 0.0011258199927397072 }, { "action_query_norm": 39.8107349395752, "action_relation_loss": 0.001131850329693407, "auxiliary_loss_weight": 1.0, "epoch": 21.45930776426567, "flow_matching_loss": 0.01893150694668293, "grad_norm": 0.09550285339355469, "learning_rate": 1.4396117821293453e-05, "loss": 0.0202, "relation_loss": 0.0012201089528389275, "selected_pairs": 26759.8, "state_query_norm": 42.01531448364258, "state_relation_loss": 8.825863624224439e-05, "step": 22940, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0012201089528389275, "weighted_relation_loss": 0.0012201089528389275 }, { "action_query_norm": 39.811990356445314, "action_relation_loss": 0.0010756007803138345, "auxiliary_loss_weight": 1.0, "epoch": 21.46866230121609, "flow_matching_loss": 0.01909661516547203, "grad_norm": 0.12464912980794907, "learning_rate": 1.4357442714850633e-05, "loss": 0.0203, "relation_loss": 0.00116340066306293, "selected_pairs": 26393.2, "state_query_norm": 42.013358688354494, "state_relation_loss": 8.779989148024469e-05, "step": 22950, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.00116340066306293, "weighted_relation_loss": 0.00116340066306293 }, { "action_query_norm": 39.826036834716795, "action_relation_loss": 0.0010519903153181076, "auxiliary_loss_weight": 1.0, "epoch": 21.47801683816651, "flow_matching_loss": 0.018243505991995333, "grad_norm": 0.09142779558897018, "learning_rate": 1.43188109174758e-05, "loss": 0.0194, "relation_loss": 0.0011365087353624403, "selected_pairs": 27010.7, "state_query_norm": 42.030526351928714, "state_relation_loss": 8.451842004433274e-05, "step": 22960, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011365087353624403, "weighted_relation_loss": 0.0011365087353624403 }, { "action_query_norm": 39.79905281066895, "action_relation_loss": 0.0011277595709543674, "auxiliary_loss_weight": 1.0, "epoch": 21.487371375116933, "flow_matching_loss": 0.02042835596948862, "grad_norm": 0.09990331530570984, "learning_rate": 1.4280222476110206e-05, "loss": 0.0216, "relation_loss": 0.0012167419190518558, "selected_pairs": 26364.4, "state_query_norm": 42.0212287902832, "state_relation_loss": 8.898232845240272e-05, "step": 22970, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0012167419190518558, "weighted_relation_loss": 0.0012167419190518558 }, { "action_query_norm": 39.81229705810547, "action_relation_loss": 0.0010663764202035963, "auxiliary_loss_weight": 1.0, "epoch": 21.49672591206735, "flow_matching_loss": 0.018124186806380747, "grad_norm": 0.1178542971611023, "learning_rate": 1.4241677437642469e-05, "loss": 0.0193, "relation_loss": 0.001148803485557437, "selected_pairs": 26737.7, "state_query_norm": 42.02126045227051, "state_relation_loss": 8.242706971941515e-05, "step": 22980, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.001148803485557437, "weighted_relation_loss": 0.001148803485557437 }, { "action_query_norm": 39.810503768920896, "action_relation_loss": 0.0010616069310344755, "auxiliary_loss_weight": 1.0, "epoch": 21.506080449017773, "flow_matching_loss": 0.017647144943475725, "grad_norm": 0.11774029582738876, "learning_rate": 1.420317584890844e-05, "loss": 0.0188, "relation_loss": 0.0011509634088724852, "selected_pairs": 26805.0, "state_query_norm": 42.00688781738281, "state_relation_loss": 8.935646765166894e-05, "step": 22990, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0011509634088724852, "weighted_relation_loss": 0.0011509634088724852 }, { "action_query_norm": 39.77757034301758, "action_relation_loss": 0.0010775973903946578, "auxiliary_loss_weight": 1.0, "epoch": 21.515434985968195, "flow_matching_loss": 0.018579324707388878, "grad_norm": 0.08722905814647675, "learning_rate": 1.4164717756691176e-05, "loss": 0.0197, "relation_loss": 0.0011652874061837792, "selected_pairs": 27086.5, "state_query_norm": 42.015241622924805, "state_relation_loss": 8.768999396124855e-05, "step": 23000, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0011652874061837792, "weighted_relation_loss": 0.0011652874061837792 }, { "action_query_norm": 39.808824920654295, "action_relation_loss": 0.001098367921076715, "auxiliary_loss_weight": 1.0, "epoch": 21.524789522918617, "flow_matching_loss": 0.020188340079039337, "grad_norm": 0.11155957728624344, "learning_rate": 1.4126303207720882e-05, "loss": 0.0214, "relation_loss": 0.0011844727443531156, "selected_pairs": 27081.2, "state_query_norm": 42.02012977600098, "state_relation_loss": 8.610483273514546e-05, "step": 23010, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0011844727443531156, "weighted_relation_loss": 0.0011844727443531156 }, { "action_query_norm": 39.81669692993164, "action_relation_loss": 0.0010835538618266583, "auxiliary_loss_weight": 1.0, "epoch": 21.534144059869035, "flow_matching_loss": 0.019574782997369766, "grad_norm": 0.10878009349107742, "learning_rate": 1.408793224867484e-05, "loss": 0.0207, "relation_loss": 0.0011696833884343506, "selected_pairs": 26716.1, "state_query_norm": 42.02715492248535, "state_relation_loss": 8.612952588009648e-05, "step": 23020, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0011696833884343506, "weighted_relation_loss": 0.0011696833884343506 }, { "action_query_norm": 39.799221420288085, "action_relation_loss": 0.0011359559663105755, "auxiliary_loss_weight": 1.0, "epoch": 21.543498596819457, "flow_matching_loss": 0.019352123141288757, "grad_norm": 0.09571518003940582, "learning_rate": 1.4049604926177423e-05, "loss": 0.0206, "relation_loss": 0.0012253097724169494, "selected_pairs": 26599.0, "state_query_norm": 42.002716827392575, "state_relation_loss": 8.935379373724573e-05, "step": 23030, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0012253097724169494, "weighted_relation_loss": 0.0012253097724169494 }, { "action_query_norm": 39.79106674194336, "action_relation_loss": 0.0011168801051098854, "auxiliary_loss_weight": 1.0, "epoch": 21.55285313376988, "flow_matching_loss": 0.019628067314624787, "grad_norm": 0.10216598212718964, "learning_rate": 1.4011321286799916e-05, "loss": 0.0208, "relation_loss": 0.001203261490445584, "selected_pairs": 27154.9, "state_query_norm": 42.010399627685544, "state_relation_loss": 8.638140352559275e-05, "step": 23040, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001203261490445584, "weighted_relation_loss": 0.001203261490445584 }, { "action_query_norm": 39.792632293701175, "action_relation_loss": 0.0010750766610726713, "auxiliary_loss_weight": 1.0, "epoch": 21.562207670720298, "flow_matching_loss": 0.017296303622424604, "grad_norm": 0.09716382622718811, "learning_rate": 1.3973081377060565e-05, "loss": 0.0185, "relation_loss": 0.001156823441851884, "selected_pairs": 26348.0, "state_query_norm": 42.035103225708006, "state_relation_loss": 8.174678223440423e-05, "step": 23050, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.001156823441851884, "weighted_relation_loss": 0.001156823441851884 }, { "action_query_norm": 39.79881629943848, "action_relation_loss": 0.0011166484910063446, "auxiliary_loss_weight": 1.0, "epoch": 21.57156220767072, "flow_matching_loss": 0.02067976789548993, "grad_norm": 0.09923826158046722, "learning_rate": 1.393488524342445e-05, "loss": 0.0219, "relation_loss": 0.0012037179316394032, "selected_pairs": 27112.2, "state_query_norm": 42.019676208496094, "state_relation_loss": 8.706946318852715e-05, "step": 23060, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0012037179316394032, "weighted_relation_loss": 0.0012037179316394032 }, { "action_query_norm": 39.773841094970706, "action_relation_loss": 0.0010228758095763625, "auxiliary_loss_weight": 1.0, "epoch": 21.580916744621142, "flow_matching_loss": 0.020638060569763184, "grad_norm": 0.12523327767848969, "learning_rate": 1.3896732932303486e-05, "loss": 0.0217, "relation_loss": 0.0011081387929152697, "selected_pairs": 26231.7, "state_query_norm": 42.01980400085449, "state_relation_loss": 8.526297460775822e-05, "step": 23070, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.0011081387929152697, "weighted_relation_loss": 0.0011081387929152697 }, { "action_query_norm": 39.767629623413086, "action_relation_loss": 0.0010985493659973144, "auxiliary_loss_weight": 1.0, "epoch": 21.590271281571564, "flow_matching_loss": 0.018800773471593858, "grad_norm": 0.1160275936126709, "learning_rate": 1.3858624490056304e-05, "loss": 0.02, "relation_loss": 0.0011833289405331015, "selected_pairs": 27064.2, "state_query_norm": 42.01988182067871, "state_relation_loss": 8.477956944261678e-05, "step": 23080, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0011833289405331015, "weighted_relation_loss": 0.0011833289405331015 }, { "action_query_norm": 39.79287223815918, "action_relation_loss": 0.00106029327143915, "auxiliary_loss_weight": 1.0, "epoch": 21.599625818521982, "flow_matching_loss": 0.017489262763410805, "grad_norm": 0.09122922271490097, "learning_rate": 1.3820559962988299e-05, "loss": 0.0186, "relation_loss": 0.0011415737331844865, "selected_pairs": 26916.9, "state_query_norm": 42.01946487426758, "state_relation_loss": 8.128045374178328e-05, "step": 23090, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0011415737331844865, "weighted_relation_loss": 0.0011415737331844865 }, { "action_query_norm": 39.767146301269534, "action_relation_loss": 0.0011052776011638344, "auxiliary_loss_weight": 1.0, "epoch": 21.608980355472404, "flow_matching_loss": 0.01893613561987877, "grad_norm": 0.09341946244239807, "learning_rate": 1.3782539397351418e-05, "loss": 0.0201, "relation_loss": 0.0011884533101692795, "selected_pairs": 26618.8, "state_query_norm": 42.0198413848877, "state_relation_loss": 8.317570463987068e-05, "step": 23100, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0011884533101692795, "weighted_relation_loss": 0.0011884533101692795 }, { "action_query_norm": 39.80807342529297, "action_relation_loss": 0.001089226349722594, "auxiliary_loss_weight": 1.0, "epoch": 21.618334892422826, "flow_matching_loss": 0.01973752398043871, "grad_norm": 0.10282707959413528, "learning_rate": 1.3744562839344266e-05, "loss": 0.0209, "relation_loss": 0.0011767479358240963, "selected_pairs": 27317.3, "state_query_norm": 42.02276420593262, "state_relation_loss": 8.752157445997e-05, "step": 23110, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0011767479358240963, "weighted_relation_loss": 0.0011767479358240963 }, { "action_query_norm": 39.79063186645508, "action_relation_loss": 0.0010920892586000265, "auxiliary_loss_weight": 1.0, "epoch": 21.627689429373245, "flow_matching_loss": 0.018853116407990457, "grad_norm": 0.2138594537973404, "learning_rate": 1.370663033511193e-05, "loss": 0.02, "relation_loss": 0.0011795752448961138, "selected_pairs": 26872.3, "state_query_norm": 42.019646072387694, "state_relation_loss": 8.748599357204512e-05, "step": 23120, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0011795752448961138, "weighted_relation_loss": 0.0011795752448961138 }, { "action_query_norm": 39.79189453125, "action_relation_loss": 0.001023543713381514, "auxiliary_loss_weight": 1.0, "epoch": 21.637043966323667, "flow_matching_loss": 0.01901165032759309, "grad_norm": 0.13765567541122437, "learning_rate": 1.3668741930745964e-05, "loss": 0.0201, "relation_loss": 0.0011130478116683662, "selected_pairs": 26998.6, "state_query_norm": 42.00665435791016, "state_relation_loss": 8.950410992838442e-05, "step": 23130, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0011130478116683662, "weighted_relation_loss": 0.0011130478116683662 }, { "action_query_norm": 39.797847747802734, "action_relation_loss": 0.0010647089744452386, "auxiliary_loss_weight": 1.0, "epoch": 21.64639850327409, "flow_matching_loss": 0.0176380948163569, "grad_norm": 0.08863706141710281, "learning_rate": 1.3630897672284382e-05, "loss": 0.0188, "relation_loss": 0.001149588858243078, "selected_pairs": 26917.9, "state_query_norm": 42.01531295776367, "state_relation_loss": 8.487989689456298e-05, "step": 23140, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.001149588858243078, "weighted_relation_loss": 0.001149588858243078 }, { "action_query_norm": 39.77934303283691, "action_relation_loss": 0.0010504600242711604, "auxiliary_loss_weight": 1.0, "epoch": 21.65575304022451, "flow_matching_loss": 0.018262625299394132, "grad_norm": 0.09131366014480591, "learning_rate": 1.3593097605711508e-05, "loss": 0.0194, "relation_loss": 0.0011383887263946234, "selected_pairs": 26144.3, "state_query_norm": 42.00807876586914, "state_relation_loss": 8.792870139586739e-05, "step": 23150, "valid_action_samples": 229.1, "weighted_auxiliary_loss": 0.0011383887263946234, "weighted_relation_loss": 0.0011383887263946234 }, { "action_query_norm": 39.736043548583986, "action_relation_loss": 0.0011637703573796898, "auxiliary_loss_weight": 1.0, "epoch": 21.66510757717493, "flow_matching_loss": 0.02066269312053919, "grad_norm": 0.12992966175079346, "learning_rate": 1.3555341776957992e-05, "loss": 0.0219, "relation_loss": 0.001244967826642096, "selected_pairs": 26964.3, "state_query_norm": 42.00300178527832, "state_relation_loss": 8.119745107251219e-05, "step": 23160, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.001244967826642096, "weighted_relation_loss": 0.001244967826642096 }, { "action_query_norm": 39.76946678161621, "action_relation_loss": 0.0011088119528722018, "auxiliary_loss_weight": 1.0, "epoch": 21.67446211412535, "flow_matching_loss": 0.01745036132633686, "grad_norm": 0.09666892886161804, "learning_rate": 1.3517630231900724e-05, "loss": 0.0186, "relation_loss": 0.0011945619946345687, "selected_pairs": 26755.4, "state_query_norm": 42.01742172241211, "state_relation_loss": 8.57500490383245e-05, "step": 23170, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0011945619946345687, "weighted_relation_loss": 0.0011945619946345687 }, { "action_query_norm": 39.79783592224121, "action_relation_loss": 0.0010172285605221988, "auxiliary_loss_weight": 1.0, "epoch": 21.683816651075773, "flow_matching_loss": 0.017532916460186242, "grad_norm": 0.08844225108623505, "learning_rate": 1.3479963016362767e-05, "loss": 0.0186, "relation_loss": 0.0011045425198972225, "selected_pairs": 26801.5, "state_query_norm": 42.01809997558594, "state_relation_loss": 8.731396301300264e-05, "step": 23180, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0011045425198972225, "weighted_relation_loss": 0.0011045425198972225 }, { "action_query_norm": 39.78375053405762, "action_relation_loss": 0.0010966880712658168, "auxiliary_loss_weight": 1.0, "epoch": 21.69317118802619, "flow_matching_loss": 0.01948898984119296, "grad_norm": 0.08285185694694519, "learning_rate": 1.3442340176113377e-05, "loss": 0.0207, "relation_loss": 0.0011808566865511238, "selected_pairs": 27126.0, "state_query_norm": 42.01703300476074, "state_relation_loss": 8.41686240164563e-05, "step": 23190, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0011808566865511238, "weighted_relation_loss": 0.0011808566865511238 }, { "action_query_norm": 39.774845886230466, "action_relation_loss": 0.0010981455678120255, "auxiliary_loss_weight": 1.0, "epoch": 21.702525724976613, "flow_matching_loss": 0.0197519158013165, "grad_norm": 0.09179160743951797, "learning_rate": 1.340476175686784e-05, "loss": 0.0209, "relation_loss": 0.0011826430330984295, "selected_pairs": 27014.2, "state_query_norm": 42.01085357666015, "state_relation_loss": 8.449746965197847e-05, "step": 23200, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011826430330984295, "weighted_relation_loss": 0.0011826430330984295 }, { "action_query_norm": 39.768233108520505, "action_relation_loss": 0.001085682987468317, "auxiliary_loss_weight": 1.0, "epoch": 21.711880261927035, "flow_matching_loss": 0.01929917251691222, "grad_norm": 0.13054296374320984, "learning_rate": 1.3367227804287469e-05, "loss": 0.0205, "relation_loss": 0.0011728875455446542, "selected_pairs": 26758.7, "state_query_norm": 41.999564743041994, "state_relation_loss": 8.720453406567686e-05, "step": 23210, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0011728875455446542, "weighted_relation_loss": 0.0011728875455446542 }, { "action_query_norm": 39.8570556640625, "action_relation_loss": 0.0010233615117613225, "auxiliary_loss_weight": 1.0, "epoch": 21.721234798877454, "flow_matching_loss": 0.018723865691572427, "grad_norm": 0.07202190160751343, "learning_rate": 1.332973836397956e-05, "loss": 0.0198, "relation_loss": 0.0011091858497820795, "selected_pairs": 27199.2, "state_query_norm": 42.00620803833008, "state_relation_loss": 8.582434456911869e-05, "step": 23220, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0011091858497820795, "weighted_relation_loss": 0.0011091858497820795 }, { "action_query_norm": 39.790719985961914, "action_relation_loss": 0.001110196695663035, "auxiliary_loss_weight": 1.0, "epoch": 21.730589335827876, "flow_matching_loss": 0.019162285141646862, "grad_norm": 0.08567442744970322, "learning_rate": 1.329229348149731e-05, "loss": 0.0204, "relation_loss": 0.0011928796186111868, "selected_pairs": 27246.6, "state_query_norm": 42.002302169799805, "state_relation_loss": 8.268293822766282e-05, "step": 23230, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0011928796186111868, "weighted_relation_loss": 0.0011928796186111868 }, { "action_query_norm": 39.757551193237305, "action_relation_loss": 0.001085044740466401, "auxiliary_loss_weight": 1.0, "epoch": 21.739943872778298, "flow_matching_loss": 0.01866537444293499, "grad_norm": 0.09706369787454605, "learning_rate": 1.3254893202339796e-05, "loss": 0.0198, "relation_loss": 0.0011687855701893568, "selected_pairs": 27058.4, "state_query_norm": 41.99518356323242, "state_relation_loss": 8.37408093502745e-05, "step": 23240, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0011687855701893568, "weighted_relation_loss": 0.0011687855701893568 }, { "action_query_norm": 39.768694686889646, "action_relation_loss": 0.001082133420277387, "auxiliary_loss_weight": 1.0, "epoch": 21.74929840972872, "flow_matching_loss": 0.019938627630472182, "grad_norm": 0.1436966508626938, "learning_rate": 1.3217537571951872e-05, "loss": 0.0211, "relation_loss": 0.0011707891710102559, "selected_pairs": 26618.5, "state_query_norm": 41.99990730285644, "state_relation_loss": 8.865576310199686e-05, "step": 23250, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0011707891710102559, "weighted_relation_loss": 0.0011707891710102559 }, { "action_query_norm": 39.793609619140625, "action_relation_loss": 0.001073954429011792, "auxiliary_loss_weight": 1.0, "epoch": 21.75865294667914, "flow_matching_loss": 0.01787415109574795, "grad_norm": 0.09713089466094971, "learning_rate": 1.3180226635724169e-05, "loss": 0.019, "relation_loss": 0.0011555712902918459, "selected_pairs": 26738.3, "state_query_norm": 41.98037261962891, "state_relation_loss": 8.1616854731692e-05, "step": 23260, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0011555712902918459, "weighted_relation_loss": 0.0011555712902918459 }, { "action_query_norm": 39.81262550354004, "action_relation_loss": 0.0010064585076179355, "auxiliary_loss_weight": 1.0, "epoch": 21.76800748362956, "flow_matching_loss": 0.018527879007160665, "grad_norm": 0.07739806920289993, "learning_rate": 1.314296043899298e-05, "loss": 0.0196, "relation_loss": 0.0010923909372650086, "selected_pairs": 27341.7, "state_query_norm": 41.99545478820801, "state_relation_loss": 8.593244056100957e-05, "step": 23270, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0010923909372650086, "weighted_relation_loss": 0.0010923909372650086 }, { "action_query_norm": 39.8042610168457, "action_relation_loss": 0.0010429761605337262, "auxiliary_loss_weight": 1.0, "epoch": 21.777362020579982, "flow_matching_loss": 0.018453894183039665, "grad_norm": 0.12468446046113968, "learning_rate": 1.3105739027040248e-05, "loss": 0.0196, "relation_loss": 0.0011295008356682957, "selected_pairs": 26989.5, "state_query_norm": 41.99381294250488, "state_relation_loss": 8.652467367937788e-05, "step": 23280, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0011295008356682957, "weighted_relation_loss": 0.0011295008356682957 }, { "action_query_norm": 39.74731788635254, "action_relation_loss": 0.0010486851504538208, "auxiliary_loss_weight": 1.0, "epoch": 21.7867165575304, "flow_matching_loss": 0.018583497125655414, "grad_norm": 0.11130590736865997, "learning_rate": 1.3068562445093491e-05, "loss": 0.0197, "relation_loss": 0.001129957428202033, "selected_pairs": 26484.2, "state_query_norm": 42.01268692016602, "state_relation_loss": 8.127229157253168e-05, "step": 23290, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.001129957428202033, "weighted_relation_loss": 0.001129957428202033 }, { "action_query_norm": 39.80763931274414, "action_relation_loss": 0.0010544934018980711, "auxiliary_loss_weight": 1.0, "epoch": 21.796071094480823, "flow_matching_loss": 0.019198376778513195, "grad_norm": 0.11800230294466019, "learning_rate": 1.3031430738325778e-05, "loss": 0.0203, "relation_loss": 0.0011369076208211481, "selected_pairs": 26737.0, "state_query_norm": 42.00257759094238, "state_relation_loss": 8.241421019192786e-05, "step": 23300, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0011369076208211481, "weighted_relation_loss": 0.0011369076208211481 }, { "action_query_norm": 39.77725257873535, "action_relation_loss": 0.0010714410338550806, "auxiliary_loss_weight": 1.0, "epoch": 21.805425631431245, "flow_matching_loss": 0.01861215867102146, "grad_norm": 0.09569915384054184, "learning_rate": 1.299434395185563e-05, "loss": 0.0198, "relation_loss": 0.001152989116962999, "selected_pairs": 26374.4, "state_query_norm": 41.98934669494629, "state_relation_loss": 8.154808529070579e-05, "step": 23310, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.001152989116962999, "weighted_relation_loss": 0.001152989116962999 }, { "action_query_norm": 39.75683174133301, "action_relation_loss": 0.0011152428400237114, "auxiliary_loss_weight": 1.0, "epoch": 21.814780168381667, "flow_matching_loss": 0.017270498257130385, "grad_norm": 0.13768672943115234, "learning_rate": 1.295730213074699e-05, "loss": 0.0185, "relation_loss": 0.0012005646713078022, "selected_pairs": 26757.3, "state_query_norm": 41.99159240722656, "state_relation_loss": 8.532181236660108e-05, "step": 23320, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0012005646713078022, "weighted_relation_loss": 0.0012005646713078022 }, { "action_query_norm": 39.79883041381836, "action_relation_loss": 0.0011245188186876475, "auxiliary_loss_weight": 1.0, "epoch": 21.824134705332085, "flow_matching_loss": 0.018149302527308463, "grad_norm": 0.1047331765294075, "learning_rate": 1.2920305320009152e-05, "loss": 0.0194, "relation_loss": 0.0012116646743379534, "selected_pairs": 26567.8, "state_query_norm": 42.008266830444335, "state_relation_loss": 8.71458621986676e-05, "step": 23330, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0012116646743379534, "weighted_relation_loss": 0.0012116646743379534 }, { "action_query_norm": 39.773847579956055, "action_relation_loss": 0.0010724900115747006, "auxiliary_loss_weight": 1.0, "epoch": 21.833489242282507, "flow_matching_loss": 0.018114336766302586, "grad_norm": 0.09331481158733368, "learning_rate": 1.2883353564596729e-05, "loss": 0.0193, "relation_loss": 0.0011570418486371637, "selected_pairs": 26917.6, "state_query_norm": 41.99961547851562, "state_relation_loss": 8.455180941382423e-05, "step": 23340, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0011570418486371637, "weighted_relation_loss": 0.0011570418486371637 }, { "action_query_norm": 39.75648078918457, "action_relation_loss": 0.0010446140018757432, "auxiliary_loss_weight": 1.0, "epoch": 21.84284377923293, "flow_matching_loss": 0.019971388392150402, "grad_norm": 0.11235278099775314, "learning_rate": 1.2846446909409604e-05, "loss": 0.0211, "relation_loss": 0.0011334773909766227, "selected_pairs": 26803.6, "state_query_norm": 41.984191513061525, "state_relation_loss": 8.886338473530486e-05, "step": 23350, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0011334773909766227, "weighted_relation_loss": 0.0011334773909766227 }, { "action_query_norm": 39.763298416137694, "action_relation_loss": 0.0010607678443193436, "auxiliary_loss_weight": 1.0, "epoch": 21.852198316183348, "flow_matching_loss": 0.018829462863504887, "grad_norm": 0.12505307793617249, "learning_rate": 1.280958539929284e-05, "loss": 0.02, "relation_loss": 0.0011424205382354557, "selected_pairs": 26615.1, "state_query_norm": 42.008527755737305, "state_relation_loss": 8.165267718140967e-05, "step": 23360, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0011424205382354557, "weighted_relation_loss": 0.0011424205382354557 }, { "action_query_norm": 39.79360084533691, "action_relation_loss": 0.0010570929269306361, "auxiliary_loss_weight": 1.0, "epoch": 21.86155285313377, "flow_matching_loss": 0.01725142803043127, "grad_norm": 0.08841611444950104, "learning_rate": 1.277276907903664e-05, "loss": 0.0184, "relation_loss": 0.001142298080958426, "selected_pairs": 26872.7, "state_query_norm": 42.00956001281738, "state_relation_loss": 8.520516348653473e-05, "step": 23370, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.001142298080958426, "weighted_relation_loss": 0.001142298080958426 }, { "action_query_norm": 39.736680603027345, "action_relation_loss": 0.001073633646592498, "auxiliary_loss_weight": 1.0, "epoch": 21.87090739008419, "flow_matching_loss": 0.019511476811021566, "grad_norm": 0.07390958070755005, "learning_rate": 1.2735997993376298e-05, "loss": 0.0207, "relation_loss": 0.001160163147142157, "selected_pairs": 26530.6, "state_query_norm": 41.989571762084964, "state_relation_loss": 8.652949545648881e-05, "step": 23380, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.001160163147142157, "weighted_relation_loss": 0.001160163147142157 }, { "action_query_norm": 39.78179244995117, "action_relation_loss": 0.0010955601639579982, "auxiliary_loss_weight": 1.0, "epoch": 21.880261927034613, "flow_matching_loss": 0.017632776405662298, "grad_norm": 0.08364836871623993, "learning_rate": 1.2699272186992166e-05, "loss": 0.0188, "relation_loss": 0.0011792682635132223, "selected_pairs": 26803.8, "state_query_norm": 41.99346389770508, "state_relation_loss": 8.370808354811743e-05, "step": 23390, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0011792682635132223, "weighted_relation_loss": 0.0011792682635132223 }, { "action_query_norm": 39.78335456848144, "action_relation_loss": 0.0011081518488936127, "auxiliary_loss_weight": 1.0, "epoch": 21.889616463985032, "flow_matching_loss": 0.01678032260388136, "grad_norm": 0.08623135834932327, "learning_rate": 1.2662591704509547e-05, "loss": 0.018, "relation_loss": 0.001191822881810367, "selected_pairs": 26523.3, "state_query_norm": 42.00090217590332, "state_relation_loss": 8.36710307339672e-05, "step": 23400, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.001191822881810367, "weighted_relation_loss": 0.001191822881810367 }, { "action_query_norm": 39.79430656433105, "action_relation_loss": 0.0010130906128324568, "auxiliary_loss_weight": 1.0, "epoch": 21.898971000935454, "flow_matching_loss": 0.019720050692558288, "grad_norm": 0.07633781433105469, "learning_rate": 1.2625956590498711e-05, "loss": 0.0208, "relation_loss": 0.0010949291288852691, "selected_pairs": 26500.1, "state_query_norm": 42.003210830688474, "state_relation_loss": 8.18385167804081e-05, "step": 23410, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0010949291288852691, "weighted_relation_loss": 0.0010949291288852691 }, { "action_query_norm": 39.800017547607425, "action_relation_loss": 0.0010192785994149745, "auxiliary_loss_weight": 1.0, "epoch": 21.908325537885876, "flow_matching_loss": 0.016853472217917442, "grad_norm": 0.1369825005531311, "learning_rate": 1.2589366889474757e-05, "loss": 0.018, "relation_loss": 0.0011029452900402248, "selected_pairs": 26940.0, "state_query_norm": 41.997093963623044, "state_relation_loss": 8.366667971131392e-05, "step": 23420, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0011029452900402248, "weighted_relation_loss": 0.0011029452900402248 }, { "action_query_norm": 39.815865707397464, "action_relation_loss": 0.001044727029511705, "auxiliary_loss_weight": 1.0, "epoch": 21.917680074836294, "flow_matching_loss": 0.019972456246614458, "grad_norm": 0.2637016177177429, "learning_rate": 1.2552822645897621e-05, "loss": 0.0211, "relation_loss": 0.001129544829018414, "selected_pairs": 27174.7, "state_query_norm": 41.97679443359375, "state_relation_loss": 8.481780387228354e-05, "step": 23430, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.001129544829018414, "weighted_relation_loss": 0.001129544829018414 }, { "action_query_norm": 39.77906341552735, "action_relation_loss": 0.0010286140721291303, "auxiliary_loss_weight": 1.0, "epoch": 21.927034611786716, "flow_matching_loss": 0.01826417837291956, "grad_norm": 0.09957195818424225, "learning_rate": 1.2516323904172e-05, "loss": 0.0194, "relation_loss": 0.0011133129824884235, "selected_pairs": 27317.0, "state_query_norm": 41.98057060241699, "state_relation_loss": 8.469891618005932e-05, "step": 23440, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0011133129824884235, "weighted_relation_loss": 0.0011133129824884235 }, { "action_query_norm": 39.755851364135744, "action_relation_loss": 0.0010664348141290248, "auxiliary_loss_weight": 1.0, "epoch": 21.93638914873714, "flow_matching_loss": 0.01875059762969613, "grad_norm": 0.1044197604060173, "learning_rate": 1.2479870708647324e-05, "loss": 0.0199, "relation_loss": 0.001153024530503899, "selected_pairs": 27244.7, "state_query_norm": 41.99115409851074, "state_relation_loss": 8.658972874400205e-05, "step": 23450, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.001153024530503899, "weighted_relation_loss": 0.001153024530503899 }, { "action_query_norm": 39.70305824279785, "action_relation_loss": 0.0011119652772322297, "auxiliary_loss_weight": 1.0, "epoch": 21.94574368568756, "flow_matching_loss": 0.018807446397840977, "grad_norm": 0.11617080867290497, "learning_rate": 1.2443463103617658e-05, "loss": 0.02, "relation_loss": 0.0011914719245396555, "selected_pairs": 27040.2, "state_query_norm": 41.98812408447266, "state_relation_loss": 7.95066291175317e-05, "step": 23460, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0011914719245396555, "weighted_relation_loss": 0.0011914719245396555 }, { "action_query_norm": 39.75185089111328, "action_relation_loss": 0.0010483833961188794, "auxiliary_loss_weight": 1.0, "epoch": 21.95509822263798, "flow_matching_loss": 0.017010899633169173, "grad_norm": 0.10588321089744568, "learning_rate": 1.240710113332167e-05, "loss": 0.0181, "relation_loss": 0.0011334894457831978, "selected_pairs": 26668.8, "state_query_norm": 41.99703712463379, "state_relation_loss": 8.510607658536173e-05, "step": 23470, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0011334894457831978, "weighted_relation_loss": 0.0011334894457831978 }, { "action_query_norm": 39.770342636108396, "action_relation_loss": 0.0010891654994338751, "auxiliary_loss_weight": 1.0, "epoch": 21.9644527595884, "flow_matching_loss": 0.019187624100595713, "grad_norm": 0.09536147862672806, "learning_rate": 1.2370784841942584e-05, "loss": 0.0204, "relation_loss": 0.0011721660324838013, "selected_pairs": 27175.5, "state_query_norm": 41.97898406982422, "state_relation_loss": 8.300053741550073e-05, "step": 23480, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0011721660324838013, "weighted_relation_loss": 0.0011721660324838013 }, { "action_query_norm": 39.75643463134766, "action_relation_loss": 0.001075145014328882, "auxiliary_loss_weight": 1.0, "epoch": 21.973807296538823, "flow_matching_loss": 0.016622941941022873, "grad_norm": 0.09771284461021423, "learning_rate": 1.2334514273608117e-05, "loss": 0.0178, "relation_loss": 0.0011592957773245872, "selected_pairs": 26445.2, "state_query_norm": 41.9849437713623, "state_relation_loss": 8.415077536483295e-05, "step": 23490, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0011592957773245872, "weighted_relation_loss": 0.0011592957773245872 }, { "action_query_norm": 39.75989875793457, "action_relation_loss": 0.001118795556249097, "auxiliary_loss_weight": 1.0, "epoch": 21.98316183348924, "flow_matching_loss": 0.01832532212138176, "grad_norm": 0.09088929742574692, "learning_rate": 1.2298289472390417e-05, "loss": 0.0195, "relation_loss": 0.001198259787634015, "selected_pairs": 26881.2, "state_query_norm": 41.985233306884766, "state_relation_loss": 7.946422483655624e-05, "step": 23500, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.001198259787634015, "weighted_relation_loss": 0.001198259787634015 }, { "action_query_norm": 39.78120498657226, "action_relation_loss": 0.0010486432758625597, "auxiliary_loss_weight": 1.0, "epoch": 21.992516370439663, "flow_matching_loss": 0.018164874613285066, "grad_norm": 0.09428282827138901, "learning_rate": 1.226211048230606e-05, "loss": 0.0193, "relation_loss": 0.0011370553052984177, "selected_pairs": 27470.3, "state_query_norm": 41.98567008972168, "state_relation_loss": 8.841204544296488e-05, "step": 23510, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0011370553052984177, "weighted_relation_loss": 0.0011370553052984177 }, { "action_query_norm": 39.77042808532715, "action_relation_loss": 0.0011086360726039856, "auxiliary_loss_weight": 1.0, "epoch": 22.001870907390085, "flow_matching_loss": 0.017617117241024972, "grad_norm": 0.09532542526721954, "learning_rate": 1.2225977347315921e-05, "loss": 0.0188, "relation_loss": 0.0011922995618078858, "selected_pairs": 24058.7, "state_query_norm": 41.977958297729494, "state_relation_loss": 8.366351103177294e-05, "step": 23520, "valid_action_samples": 213.3, "weighted_auxiliary_loss": 0.0011922995618078858, "weighted_relation_loss": 0.0011922995618078858 }, { "action_query_norm": 39.73729705810547, "action_relation_loss": 0.0010534278699196875, "auxiliary_loss_weight": 1.0, "epoch": 22.011225444340504, "flow_matching_loss": 0.018850527238100767, "grad_norm": 0.09916691482067108, "learning_rate": 1.2189890111325148e-05, "loss": 0.02, "relation_loss": 0.0011360435048118234, "selected_pairs": 25891.5, "state_query_norm": 41.97619209289551, "state_relation_loss": 8.26156472612638e-05, "step": 23530, "valid_action_samples": 228.0, "weighted_auxiliary_loss": 0.0011360435048118234, "weighted_relation_loss": 0.0011360435048118234 }, { "action_query_norm": 39.74915733337402, "action_relation_loss": 0.0010185670340433716, "auxiliary_loss_weight": 1.0, "epoch": 22.020579981290926, "flow_matching_loss": 0.01943188477307558, "grad_norm": 0.11829774081707001, "learning_rate": 1.2153848818183161e-05, "loss": 0.0205, "relation_loss": 0.0011010689311660826, "selected_pairs": 26090.6, "state_query_norm": 41.96765365600586, "state_relation_loss": 8.250190730905161e-05, "step": 23540, "valid_action_samples": 228.9, "weighted_auxiliary_loss": 0.0011010689311660826, "weighted_relation_loss": 0.0011010689311660826 }, { "action_query_norm": 39.79847030639648, "action_relation_loss": 0.0009741863759700209, "auxiliary_loss_weight": 1.0, "epoch": 22.029934518241348, "flow_matching_loss": 0.01772466255351901, "grad_norm": 0.15455491840839386, "learning_rate": 1.2117853511683507e-05, "loss": 0.0188, "relation_loss": 0.0010578245273791254, "selected_pairs": 26874.1, "state_query_norm": 41.982188034057614, "state_relation_loss": 8.363815068150871e-05, "step": 23550, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0010578245273791254, "weighted_relation_loss": 0.0010578245273791254 }, { "action_query_norm": 39.767917251586915, "action_relation_loss": 0.0010356347833294422, "auxiliary_loss_weight": 1.0, "epoch": 22.03928905519177, "flow_matching_loss": 0.01685748025774956, "grad_norm": 0.08834570646286011, "learning_rate": 1.2081904235563906e-05, "loss": 0.018, "relation_loss": 0.0011187378200702368, "selected_pairs": 27342.8, "state_query_norm": 41.967755508422854, "state_relation_loss": 8.310304692713544e-05, "step": 23560, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0011187378200702368, "weighted_relation_loss": 0.0011187378200702368 }, { "action_query_norm": 39.76545867919922, "action_relation_loss": 0.0010274423460941763, "auxiliary_loss_weight": 1.0, "epoch": 22.048643592142188, "flow_matching_loss": 0.018077305145561696, "grad_norm": 0.08580750972032547, "learning_rate": 1.20460010335061e-05, "loss": 0.0192, "relation_loss": 0.0011121335090138018, "selected_pairs": 26782.3, "state_query_norm": 41.991600799560544, "state_relation_loss": 8.469115491607226e-05, "step": 23570, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0011121335090138018, "weighted_relation_loss": 0.0011121335090138018 }, { "action_query_norm": 39.81836929321289, "action_relation_loss": 0.0010195444221608341, "auxiliary_loss_weight": 1.0, "epoch": 22.05799812909261, "flow_matching_loss": 0.01762772025540471, "grad_norm": 0.08745988458395004, "learning_rate": 1.2010143949135865e-05, "loss": 0.0187, "relation_loss": 0.001104375848080963, "selected_pairs": 26564.5, "state_query_norm": 41.98999214172363, "state_relation_loss": 8.483142082695849e-05, "step": 23580, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.001104375848080963, "weighted_relation_loss": 0.001104375848080963 }, { "action_query_norm": 39.82676277160645, "action_relation_loss": 0.00098505481146276, "auxiliary_loss_weight": 1.0, "epoch": 22.067352666043032, "flow_matching_loss": 0.018416799884289504, "grad_norm": 0.09883110225200653, "learning_rate": 1.1974333026022938e-05, "loss": 0.0195, "relation_loss": 0.0010701109655201434, "selected_pairs": 27461.7, "state_query_norm": 42.00027770996094, "state_relation_loss": 8.505616497131996e-05, "step": 23590, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0010701109655201434, "weighted_relation_loss": 0.0010701109655201434 }, { "action_query_norm": 39.7992244720459, "action_relation_loss": 0.0009801248204894363, "auxiliary_loss_weight": 1.0, "epoch": 22.07670720299345, "flow_matching_loss": 0.019696478359401227, "grad_norm": 0.09780317544937134, "learning_rate": 1.1938568307680964e-05, "loss": 0.0208, "relation_loss": 0.001061503152595833, "selected_pairs": 27181.0, "state_query_norm": 41.96623344421387, "state_relation_loss": 8.137832119246014e-05, "step": 23600, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.001061503152595833, "weighted_relation_loss": 0.001061503152595833 }, { "action_query_norm": 39.757849502563474, "action_relation_loss": 0.0010285070049576462, "auxiliary_loss_weight": 1.0, "epoch": 22.086061739943872, "flow_matching_loss": 0.016731109097599985, "grad_norm": 0.11833162605762482, "learning_rate": 1.1902849837567464e-05, "loss": 0.0178, "relation_loss": 0.0011072834546212106, "selected_pairs": 26660.5, "state_query_norm": 41.98709945678711, "state_relation_loss": 7.87764583947137e-05, "step": 23610, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0011072834546212106, "weighted_relation_loss": 0.0011072834546212106 }, { "action_query_norm": 39.74167938232422, "action_relation_loss": 0.0010524486715439707, "auxiliary_loss_weight": 1.0, "epoch": 22.095416276894294, "flow_matching_loss": 0.018434777203947306, "grad_norm": 0.11398444324731827, "learning_rate": 1.1867177659083739e-05, "loss": 0.0196, "relation_loss": 0.0011316385818645359, "selected_pairs": 26571.1, "state_query_norm": 41.9827766418457, "state_relation_loss": 7.918991541373543e-05, "step": 23620, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0011316385818645359, "weighted_relation_loss": 0.0011316385818645359 }, { "action_query_norm": 39.751565551757814, "action_relation_loss": 0.0010796859918627889, "auxiliary_loss_weight": 1.0, "epoch": 22.104770813844716, "flow_matching_loss": 0.01896302802488208, "grad_norm": 0.08565645664930344, "learning_rate": 1.1831551815574848e-05, "loss": 0.0201, "relation_loss": 0.0011690508341416716, "selected_pairs": 27736.0, "state_query_norm": 41.97537040710449, "state_relation_loss": 8.936484446167014e-05, "step": 23630, "valid_action_samples": 236.0, "weighted_auxiliary_loss": 0.0011690508341416716, "weighted_relation_loss": 0.0011690508341416716 }, { "action_query_norm": 39.787469482421876, "action_relation_loss": 0.001042894780403003, "auxiliary_loss_weight": 1.0, "epoch": 22.114125350795135, "flow_matching_loss": 0.018834071699529886, "grad_norm": 0.10716520994901657, "learning_rate": 1.1795972350329554e-05, "loss": 0.02, "relation_loss": 0.0011296648590359837, "selected_pairs": 26579.5, "state_query_norm": 41.97365188598633, "state_relation_loss": 8.677006771904417e-05, "step": 23640, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0011296648590359837, "weighted_relation_loss": 0.0011296648590359837 }, { "action_query_norm": 39.695652389526366, "action_relation_loss": 0.0010022171307355165, "auxiliary_loss_weight": 1.0, "epoch": 22.123479887745557, "flow_matching_loss": 0.018406437430530786, "grad_norm": 0.10306337475776672, "learning_rate": 1.176043930658024e-05, "loss": 0.0195, "relation_loss": 0.0010860686830710619, "selected_pairs": 26965.6, "state_query_norm": 41.96667404174805, "state_relation_loss": 8.385152905248106e-05, "step": 23650, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0010860686830710619, "weighted_relation_loss": 0.0010860686830710619 }, { "action_query_norm": 39.749383544921876, "action_relation_loss": 0.0009962726966477931, "auxiliary_loss_weight": 1.0, "epoch": 22.13283442469598, "flow_matching_loss": 0.018131538573652507, "grad_norm": 0.093605637550354, "learning_rate": 1.1724952727502942e-05, "loss": 0.0192, "relation_loss": 0.0010773412650451064, "selected_pairs": 26669.5, "state_query_norm": 41.96820411682129, "state_relation_loss": 8.106857276288793e-05, "step": 23660, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0010773412650451064, "weighted_relation_loss": 0.0010773412650451064 }, { "action_query_norm": 39.785447692871095, "action_relation_loss": 0.001014193327864632, "auxiliary_loss_weight": 1.0, "epoch": 22.142188961646397, "flow_matching_loss": 0.01808310430496931, "grad_norm": 0.09808924794197083, "learning_rate": 1.1689512656217178e-05, "loss": 0.0192, "relation_loss": 0.0010975776531267911, "selected_pairs": 26948.6, "state_query_norm": 41.97146797180176, "state_relation_loss": 8.338433326571248e-05, "step": 23670, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0010975776531267911, "weighted_relation_loss": 0.0010975776531267911 }, { "action_query_norm": 39.75105361938476, "action_relation_loss": 0.0009934039146173746, "auxiliary_loss_weight": 1.0, "epoch": 22.15154349859682, "flow_matching_loss": 0.01829218929633498, "grad_norm": 0.12345608323812485, "learning_rate": 1.1654119135785962e-05, "loss": 0.0194, "relation_loss": 0.0010742625687271356, "selected_pairs": 26555.9, "state_query_norm": 41.98348884582519, "state_relation_loss": 8.085864683380351e-05, "step": 23680, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0010742625687271356, "weighted_relation_loss": 0.0010742625687271356 }, { "action_query_norm": 39.74268341064453, "action_relation_loss": 0.0010137474222574384, "auxiliary_loss_weight": 1.0, "epoch": 22.16089803554724, "flow_matching_loss": 0.018141576368361712, "grad_norm": 0.10807108879089355, "learning_rate": 1.1618772209215794e-05, "loss": 0.0192, "relation_loss": 0.0010947536095045507, "selected_pairs": 27019.2, "state_query_norm": 41.96256866455078, "state_relation_loss": 8.100619743345305e-05, "step": 23690, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010947536095045507, "weighted_relation_loss": 0.0010947536095045507 }, { "action_query_norm": 39.768647003173825, "action_relation_loss": 0.0009846480505075305, "auxiliary_loss_weight": 1.0, "epoch": 22.170252572497663, "flow_matching_loss": 0.016911105066537858, "grad_norm": 0.08287233859300613, "learning_rate": 1.1583471919456506e-05, "loss": 0.018, "relation_loss": 0.0010677919432055204, "selected_pairs": 27126.0, "state_query_norm": 41.9680477142334, "state_relation_loss": 8.314389488077723e-05, "step": 23700, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0010677919432055204, "weighted_relation_loss": 0.0010677919432055204 }, { "action_query_norm": 39.77962532043457, "action_relation_loss": 0.0010080299922265112, "auxiliary_loss_weight": 1.0, "epoch": 22.17960710944808, "flow_matching_loss": 0.017262809816747902, "grad_norm": 0.14439551532268524, "learning_rate": 1.1548218309401266e-05, "loss": 0.0184, "relation_loss": 0.001088367379270494, "selected_pairs": 26476.7, "state_query_norm": 41.982546997070315, "state_relation_loss": 8.033737176447176e-05, "step": 23710, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.001088367379270494, "weighted_relation_loss": 0.001088367379270494 }, { "action_query_norm": 39.768018341064455, "action_relation_loss": 0.0010318516229745, "auxiliary_loss_weight": 1.0, "epoch": 22.188961646398504, "flow_matching_loss": 0.017162440903484823, "grad_norm": 0.09456747025251389, "learning_rate": 1.1513011421886555e-05, "loss": 0.0183, "relation_loss": 0.0011138718109577894, "selected_pairs": 26556.4, "state_query_norm": 41.9614616394043, "state_relation_loss": 8.202018871088513e-05, "step": 23720, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0011138718109577894, "weighted_relation_loss": 0.0011138718109577894 }, { "action_query_norm": 39.7603702545166, "action_relation_loss": 0.0009828691021539272, "auxiliary_loss_weight": 1.0, "epoch": 22.198316183348926, "flow_matching_loss": 0.01595891546458006, "grad_norm": 0.1875593215227127, "learning_rate": 1.1477851299692056e-05, "loss": 0.017, "relation_loss": 0.0010679605649784208, "selected_pairs": 27320.2, "state_query_norm": 41.992150115966794, "state_relation_loss": 8.509147082804702e-05, "step": 23730, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0010679605649784208, "weighted_relation_loss": 0.0010679605649784208 }, { "action_query_norm": 39.76219940185547, "action_relation_loss": 0.00103672263212502, "auxiliary_loss_weight": 1.0, "epoch": 22.207670720299344, "flow_matching_loss": 0.017272148001939058, "grad_norm": 0.1336297243833542, "learning_rate": 1.144273798554063e-05, "loss": 0.0184, "relation_loss": 0.0011187727563083173, "selected_pairs": 27289.5, "state_query_norm": 41.98259735107422, "state_relation_loss": 8.205011836253107e-05, "step": 23740, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0011187727563083173, "weighted_relation_loss": 0.0011187727563083173 }, { "action_query_norm": 39.77691764831543, "action_relation_loss": 0.001013126171892509, "auxiliary_loss_weight": 1.0, "epoch": 22.217025257249766, "flow_matching_loss": 0.017760601453483106, "grad_norm": 0.09719469398260117, "learning_rate": 1.1407671522098262e-05, "loss": 0.0189, "relation_loss": 0.0010929336887784303, "selected_pairs": 26846.0, "state_query_norm": 41.992203903198245, "state_relation_loss": 7.980751252034679e-05, "step": 23750, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0010929336887784303, "weighted_relation_loss": 0.0010929336887784303 }, { "action_query_norm": 39.707832717895506, "action_relation_loss": 0.0010055781924165786, "auxiliary_loss_weight": 1.0, "epoch": 22.226379794200188, "flow_matching_loss": 0.017507341131567954, "grad_norm": 0.10219544917345047, "learning_rate": 1.1372651951974e-05, "loss": 0.0186, "relation_loss": 0.0010844828560948373, "selected_pairs": 27152.3, "state_query_norm": 41.98970108032226, "state_relation_loss": 7.890467459219508e-05, "step": 23760, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0010844828560948373, "weighted_relation_loss": 0.0010844828560948373 }, { "action_query_norm": 39.73435745239258, "action_relation_loss": 0.0009878444543574005, "auxiliary_loss_weight": 1.0, "epoch": 22.235734331150606, "flow_matching_loss": 0.017351291328668594, "grad_norm": 0.08503735065460205, "learning_rate": 1.1337679317719952e-05, "loss": 0.0184, "relation_loss": 0.001069192070281133, "selected_pairs": 26909.5, "state_query_norm": 41.974596405029295, "state_relation_loss": 8.134762101690285e-05, "step": 23770, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.001069192070281133, "weighted_relation_loss": 0.001069192070281133 }, { "action_query_norm": 39.753289794921876, "action_relation_loss": 0.001046180841512978, "auxiliary_loss_weight": 1.0, "epoch": 22.24508886810103, "flow_matching_loss": 0.01646540258079767, "grad_norm": 0.08207350969314575, "learning_rate": 1.1302753661831151e-05, "loss": 0.0176, "relation_loss": 0.001129319635219872, "selected_pairs": 26299.2, "state_query_norm": 41.980498504638675, "state_relation_loss": 8.313879152410664e-05, "step": 23780, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.001129319635219872, "weighted_relation_loss": 0.001129319635219872 }, { "action_query_norm": 39.73287467956543, "action_relation_loss": 0.0009948630409780889, "auxiliary_loss_weight": 1.0, "epoch": 22.25444340505145, "flow_matching_loss": 0.01742381285876036, "grad_norm": 0.12237343192100525, "learning_rate": 1.1267875026745561e-05, "loss": 0.0185, "relation_loss": 0.0010742714046500623, "selected_pairs": 26805.6, "state_query_norm": 41.97034034729004, "state_relation_loss": 7.940834329929203e-05, "step": 23790, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010742714046500623, "weighted_relation_loss": 0.0010742714046500623 }, { "action_query_norm": 39.828985595703124, "action_relation_loss": 0.0009691128507256508, "auxiliary_loss_weight": 1.0, "epoch": 22.263797942001872, "flow_matching_loss": 0.017066853959113358, "grad_norm": 0.10851491242647171, "learning_rate": 1.1233043454844016e-05, "loss": 0.0181, "relation_loss": 0.0010496554197743535, "selected_pairs": 26963.9, "state_query_norm": 41.98011169433594, "state_relation_loss": 8.05425581347663e-05, "step": 23800, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0010496554197743535, "weighted_relation_loss": 0.0010496554197743535 }, { "action_query_norm": 39.76765098571777, "action_relation_loss": 0.0010458696051500738, "auxiliary_loss_weight": 1.0, "epoch": 22.27315247895229, "flow_matching_loss": 0.01869614003226161, "grad_norm": 0.09790556877851486, "learning_rate": 1.1198258988450144e-05, "loss": 0.0198, "relation_loss": 0.0011292080860584974, "selected_pairs": 27015.4, "state_query_norm": 41.97003059387207, "state_relation_loss": 8.33384765428491e-05, "step": 23810, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011292080860584974, "weighted_relation_loss": 0.0011292080860584974 }, { "action_query_norm": 39.75080757141113, "action_relation_loss": 0.0010178770462516695, "auxiliary_loss_weight": 1.0, "epoch": 22.282507015902713, "flow_matching_loss": 0.017579589132219554, "grad_norm": 0.10069730132818222, "learning_rate": 1.1163521669830368e-05, "loss": 0.0187, "relation_loss": 0.0011012051312718541, "selected_pairs": 27405.1, "state_query_norm": 41.974396514892575, "state_relation_loss": 8.332809520652517e-05, "step": 23820, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.0011012051312718541, "weighted_relation_loss": 0.0011012051312718541 }, { "action_query_norm": 39.71369895935059, "action_relation_loss": 0.0010386905167251825, "auxiliary_loss_weight": 1.0, "epoch": 22.291861552853135, "flow_matching_loss": 0.018589503969997166, "grad_norm": 0.11745359748601913, "learning_rate": 1.1128831541193818e-05, "loss": 0.0197, "relation_loss": 0.0011235850979574025, "selected_pairs": 26051.9, "state_query_norm": 41.962222290039065, "state_relation_loss": 8.489458705298602e-05, "step": 23830, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.0011235850979574025, "weighted_relation_loss": 0.0011235850979574025 }, { "action_query_norm": 39.71987533569336, "action_relation_loss": 0.0010663057677447797, "auxiliary_loss_weight": 1.0, "epoch": 22.301216089803553, "flow_matching_loss": 0.018392862193286418, "grad_norm": 0.11307962983846664, "learning_rate": 1.1094188644692255e-05, "loss": 0.0195, "relation_loss": 0.0011475192033685744, "selected_pairs": 27009.0, "state_query_norm": 41.97544212341309, "state_relation_loss": 8.121344144456089e-05, "step": 23840, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011475192033685744, "weighted_relation_loss": 0.0011475192033685744 }, { "action_query_norm": 39.706868743896486, "action_relation_loss": 0.0010303790797479451, "auxiliary_loss_weight": 1.0, "epoch": 22.310570626753975, "flow_matching_loss": 0.01827324079349637, "grad_norm": 0.14802570641040802, "learning_rate": 1.1059593022420067e-05, "loss": 0.0194, "relation_loss": 0.0011121325951535255, "selected_pairs": 26184.5, "state_query_norm": 41.950422286987305, "state_relation_loss": 8.175353359547443e-05, "step": 23850, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.0011121325951535255, "weighted_relation_loss": 0.0011121325951535255 }, { "action_query_norm": 39.75473480224609, "action_relation_loss": 0.000997972657205537, "auxiliary_loss_weight": 1.0, "epoch": 22.319925163704397, "flow_matching_loss": 0.017833287362009287, "grad_norm": 0.1216316968202591, "learning_rate": 1.1025044716414184e-05, "loss": 0.0189, "relation_loss": 0.001079283596482128, "selected_pairs": 26757.7, "state_query_norm": 41.97067756652832, "state_relation_loss": 8.131093272822909e-05, "step": 23860, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.001079283596482128, "weighted_relation_loss": 0.001079283596482128 }, { "action_query_norm": 39.75717964172363, "action_relation_loss": 0.0009520598046947271, "auxiliary_loss_weight": 1.0, "epoch": 22.32927970065482, "flow_matching_loss": 0.017206365149468182, "grad_norm": 0.11169828474521637, "learning_rate": 1.0990543768654082e-05, "loss": 0.0182, "relation_loss": 0.0010379384504631162, "selected_pairs": 26804.4, "state_query_norm": 41.96765480041504, "state_relation_loss": 8.587865304434671e-05, "step": 23870, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010379384504631162, "weighted_relation_loss": 0.0010379384504631162 }, { "action_query_norm": 39.68753852844238, "action_relation_loss": 0.001051700668176636, "auxiliary_loss_weight": 1.0, "epoch": 22.338634237605238, "flow_matching_loss": 0.016918948385864496, "grad_norm": 0.11662351340055466, "learning_rate": 1.0956090221061655e-05, "loss": 0.0181, "relation_loss": 0.0011327223852276801, "selected_pairs": 26689.7, "state_query_norm": 41.96588554382324, "state_relation_loss": 8.102170977508649e-05, "step": 23880, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0011327223852276801, "weighted_relation_loss": 0.0011327223852276801 }, { "action_query_norm": 39.72278022766113, "action_relation_loss": 0.000989371136529371, "auxiliary_loss_weight": 1.0, "epoch": 22.34798877455566, "flow_matching_loss": 0.018121918383985757, "grad_norm": 0.11579793691635132, "learning_rate": 1.0921684115501208e-05, "loss": 0.0192, "relation_loss": 0.0010713852709159255, "selected_pairs": 26859.9, "state_query_norm": 42.000796508789065, "state_relation_loss": 8.201412201742641e-05, "step": 23890, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0010713852709159255, "weighted_relation_loss": 0.0010713852709159255 }, { "action_query_norm": 39.71739273071289, "action_relation_loss": 0.0010248150501865894, "auxiliary_loss_weight": 1.0, "epoch": 22.35734331150608, "flow_matching_loss": 0.01815984370186925, "grad_norm": 0.11227857321500778, "learning_rate": 1.0887325493779405e-05, "loss": 0.0193, "relation_loss": 0.0011056952585931866, "selected_pairs": 26838.5, "state_query_norm": 41.95223274230957, "state_relation_loss": 8.088020113063976e-05, "step": 23900, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0011056952585931866, "weighted_relation_loss": 0.0011056952585931866 }, { "action_query_norm": 39.70790100097656, "action_relation_loss": 0.0009985114098526537, "auxiliary_loss_weight": 1.0, "epoch": 22.3666978484565, "flow_matching_loss": 0.016884837578982115, "grad_norm": 0.12490645051002502, "learning_rate": 1.0853014397645207e-05, "loss": 0.018, "relation_loss": 0.0010804622899740935, "selected_pairs": 26695.7, "state_query_norm": 41.977626419067384, "state_relation_loss": 8.195087139029056e-05, "step": 23910, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0010804622899740935, "weighted_relation_loss": 0.0010804622899740935 }, { "action_query_norm": 39.71197319030762, "action_relation_loss": 0.0010554467735346407, "auxiliary_loss_weight": 1.0, "epoch": 22.376052385406922, "flow_matching_loss": 0.01778225991874933, "grad_norm": 0.11957956105470657, "learning_rate": 1.0818750868789829e-05, "loss": 0.0189, "relation_loss": 0.0011365687241777778, "selected_pairs": 26433.6, "state_query_norm": 41.98069038391113, "state_relation_loss": 8.112194045679643e-05, "step": 23920, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0011365687241777778, "weighted_relation_loss": 0.0011365687241777778 }, { "action_query_norm": 39.73735008239746, "action_relation_loss": 0.0009767539217136801, "auxiliary_loss_weight": 1.0, "epoch": 22.385406922357344, "flow_matching_loss": 0.01771612660959363, "grad_norm": 0.1443977952003479, "learning_rate": 1.0784534948846703e-05, "loss": 0.0188, "relation_loss": 0.001062962197465822, "selected_pairs": 27245.9, "state_query_norm": 41.95077362060547, "state_relation_loss": 8.620829685241915e-05, "step": 23930, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.001062962197465822, "weighted_relation_loss": 0.001062962197465822 }, { "action_query_norm": 39.703546142578126, "action_relation_loss": 0.001045527815585956, "auxiliary_loss_weight": 1.0, "epoch": 22.394761459307766, "flow_matching_loss": 0.01886375555768609, "grad_norm": 0.13636992871761322, "learning_rate": 1.0750366679391393e-05, "loss": 0.02, "relation_loss": 0.0011244932771660387, "selected_pairs": 26440.8, "state_query_norm": 41.979143905639646, "state_relation_loss": 7.896546812844463e-05, "step": 23940, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0011244932771660387, "weighted_relation_loss": 0.0011244932771660387 }, { "action_query_norm": 39.764452362060545, "action_relation_loss": 0.0009717935463413596, "auxiliary_loss_weight": 1.0, "epoch": 22.404115996258184, "flow_matching_loss": 0.017677629087120294, "grad_norm": 0.08196175843477249, "learning_rate": 1.0716246101941557e-05, "loss": 0.0187, "relation_loss": 0.0010528234648518263, "selected_pairs": 27157.4, "state_query_norm": 41.95665321350098, "state_relation_loss": 8.102993670036084e-05, "step": 23950, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0010528234648518263, "weighted_relation_loss": 0.0010528234648518263 }, { "action_query_norm": 39.70772438049316, "action_relation_loss": 0.00102819909225218, "auxiliary_loss_weight": 1.0, "epoch": 22.413470533208606, "flow_matching_loss": 0.016790640633553268, "grad_norm": 0.10485374182462692, "learning_rate": 1.0682173257956934e-05, "loss": 0.0179, "relation_loss": 0.0011107741273008287, "selected_pairs": 26709.9, "state_query_norm": 41.982876205444335, "state_relation_loss": 8.257502486230806e-05, "step": 23960, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0011107741273008287, "weighted_relation_loss": 0.0011107741273008287 }, { "action_query_norm": 39.76261100769043, "action_relation_loss": 0.0010439708712510765, "auxiliary_loss_weight": 1.0, "epoch": 22.42282507015903, "flow_matching_loss": 0.016176443547010422, "grad_norm": 0.08877741545438766, "learning_rate": 1.064814818883922e-05, "loss": 0.0173, "relation_loss": 0.0011242099921219052, "selected_pairs": 26502.5, "state_query_norm": 41.9572509765625, "state_relation_loss": 8.023913032957352e-05, "step": 23970, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0011242099921219052, "weighted_relation_loss": 0.0011242099921219052 }, { "action_query_norm": 39.7468376159668, "action_relation_loss": 0.0010325360752176493, "auxiliary_loss_weight": 1.0, "epoch": 22.432179607109447, "flow_matching_loss": 0.018359017092734575, "grad_norm": 0.09067875891923904, "learning_rate": 1.06141709359321e-05, "loss": 0.0195, "relation_loss": 0.001110864186193794, "selected_pairs": 26835.2, "state_query_norm": 41.9635066986084, "state_relation_loss": 7.832810879335739e-05, "step": 23980, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.001110864186193794, "weighted_relation_loss": 0.001110864186193794 }, { "action_query_norm": 39.68438453674317, "action_relation_loss": 0.0009733809856697917, "auxiliary_loss_weight": 1.0, "epoch": 22.44153414405987, "flow_matching_loss": 0.01685713492333889, "grad_norm": 0.09456644207239151, "learning_rate": 1.058024154052114e-05, "loss": 0.0179, "relation_loss": 0.001056525786407292, "selected_pairs": 26475.9, "state_query_norm": 41.951454162597656, "state_relation_loss": 8.314478036481887e-05, "step": 23990, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.001056525786407292, "weighted_relation_loss": 0.001056525786407292 }, { "action_query_norm": 39.74827919006348, "action_relation_loss": 0.001039366703480482, "auxiliary_loss_weight": 1.0, "epoch": 22.45088868101029, "flow_matching_loss": 0.017032478004693985, "grad_norm": 0.1606200486421585, "learning_rate": 1.0546360043833747e-05, "loss": 0.0182, "relation_loss": 0.0011191284633241595, "selected_pairs": 27126.5, "state_query_norm": 41.95385856628418, "state_relation_loss": 7.976174310897477e-05, "step": 24000, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0011191284633241595, "weighted_relation_loss": 0.0011191284633241595 }, { "action_query_norm": 39.70759544372559, "action_relation_loss": 0.0010420045990031212, "auxiliary_loss_weight": 1.0, "epoch": 22.46024321796071, "flow_matching_loss": 0.018746483698487283, "grad_norm": 0.09896688908338547, "learning_rate": 1.0512526487039138e-05, "loss": 0.0199, "relation_loss": 0.0011258664075285197, "selected_pairs": 27335.3, "state_query_norm": 41.953116226196286, "state_relation_loss": 8.386180343222804e-05, "step": 24010, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0011258664075285197, "weighted_relation_loss": 0.0011258664075285197 }, { "action_query_norm": 39.74924583435059, "action_relation_loss": 0.0009723590745124965, "auxiliary_loss_weight": 1.0, "epoch": 22.46959775491113, "flow_matching_loss": 0.016059981565922497, "grad_norm": 0.0997300073504448, "learning_rate": 1.0478740911248258e-05, "loss": 0.0171, "relation_loss": 0.0010497503622900694, "selected_pairs": 27018.1, "state_query_norm": 41.96144676208496, "state_relation_loss": 7.739128777757287e-05, "step": 24020, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010497503622900694, "weighted_relation_loss": 0.0010497503622900694 }, { "action_query_norm": 39.71985549926758, "action_relation_loss": 0.0009849713649600744, "auxiliary_loss_weight": 1.0, "epoch": 22.478952291861553, "flow_matching_loss": 0.016903980169445276, "grad_norm": 0.11164191365242004, "learning_rate": 1.0445003357513793e-05, "loss": 0.018, "relation_loss": 0.001060460542794317, "selected_pairs": 27104.7, "state_query_norm": 41.95976676940918, "state_relation_loss": 7.548918147222139e-05, "step": 24030, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.001060460542794317, "weighted_relation_loss": 0.001060460542794317 }, { "action_query_norm": 39.69972877502441, "action_relation_loss": 0.0010105133813340216, "auxiliary_loss_weight": 1.0, "epoch": 22.488306828811975, "flow_matching_loss": 0.01712256483733654, "grad_norm": 0.08912608027458191, "learning_rate": 1.0411313866830042e-05, "loss": 0.0182, "relation_loss": 0.0010908750351518392, "selected_pairs": 27182.1, "state_query_norm": 41.97027015686035, "state_relation_loss": 8.036164581426419e-05, "step": 24040, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0010908750351518392, "weighted_relation_loss": 0.0010908750351518392 }, { "action_query_norm": 39.73134536743164, "action_relation_loss": 0.0010508094157557935, "auxiliary_loss_weight": 1.0, "epoch": 22.497661365762394, "flow_matching_loss": 0.015727414563298226, "grad_norm": 0.08758427202701569, "learning_rate": 1.0377672480132915e-05, "loss": 0.0169, "relation_loss": 0.0011318922857753932, "selected_pairs": 27081.9, "state_query_norm": 41.96602554321289, "state_relation_loss": 8.108287875074893e-05, "step": 24050, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0011318922857753932, "weighted_relation_loss": 0.0011318922857753932 }, { "action_query_norm": 39.73380699157715, "action_relation_loss": 0.001063871307997033, "auxiliary_loss_weight": 1.0, "epoch": 22.507015902712816, "flow_matching_loss": 0.016301808692514897, "grad_norm": 0.08257541805505753, "learning_rate": 1.0344079238299864e-05, "loss": 0.0174, "relation_loss": 0.0011405201628804206, "selected_pairs": 27527.0, "state_query_norm": 41.973697662353516, "state_relation_loss": 7.664884615223854e-05, "step": 24060, "valid_action_samples": 235.1, "weighted_auxiliary_loss": 0.0011405201628804206, "weighted_relation_loss": 0.0011405201628804206 }, { "action_query_norm": 39.754625701904295, "action_relation_loss": 0.0009458362881559878, "auxiliary_loss_weight": 1.0, "epoch": 22.516370439663238, "flow_matching_loss": 0.01700954120606184, "grad_norm": 0.09635550528764725, "learning_rate": 1.0310534182149833e-05, "loss": 0.018, "relation_loss": 0.0010259992675855755, "selected_pairs": 26483.9, "state_query_norm": 41.96261138916016, "state_relation_loss": 8.016298597794958e-05, "step": 24070, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0010259992675855755, "weighted_relation_loss": 0.0010259992675855755 }, { "action_query_norm": 39.70009651184082, "action_relation_loss": 0.0010139819118194283, "auxiliary_loss_weight": 1.0, "epoch": 22.525724976613656, "flow_matching_loss": 0.016865310538560153, "grad_norm": 0.09860321134328842, "learning_rate": 1.0277037352443258e-05, "loss": 0.018, "relation_loss": 0.0010977452038787305, "selected_pairs": 26625.2, "state_query_norm": 41.95175476074219, "state_relation_loss": 8.376330151804723e-05, "step": 24080, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0010977452038787305, "weighted_relation_loss": 0.0010977452038787305 }, { "action_query_norm": 39.71679191589355, "action_relation_loss": 0.0010381516767665744, "auxiliary_loss_weight": 1.0, "epoch": 22.535079513564078, "flow_matching_loss": 0.017864498775452375, "grad_norm": 0.08599435538053513, "learning_rate": 1.024358878988193e-05, "loss": 0.019, "relation_loss": 0.0011207720555830747, "selected_pairs": 27366.9, "state_query_norm": 41.96562385559082, "state_relation_loss": 8.262037445092574e-05, "step": 24090, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0011207720555830747, "weighted_relation_loss": 0.0011207720555830747 }, { "action_query_norm": 39.70295600891113, "action_relation_loss": 0.0010451409965753556, "auxiliary_loss_weight": 1.0, "epoch": 22.5444340505145, "flow_matching_loss": 0.01784273227676749, "grad_norm": 0.1153043732047081, "learning_rate": 1.0210188535108995e-05, "loss": 0.019, "relation_loss": 0.0011237355356570333, "selected_pairs": 26328.0, "state_query_norm": 41.95855979919433, "state_relation_loss": 7.85945296229329e-05, "step": 24100, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0011237355356570333, "weighted_relation_loss": 0.0011237355356570333 }, { "action_query_norm": 39.76699028015137, "action_relation_loss": 0.001037954818457365, "auxiliary_loss_weight": 1.0, "epoch": 22.553788587464922, "flow_matching_loss": 0.0158383309841156, "grad_norm": 0.10836442559957504, "learning_rate": 1.0176836628708935e-05, "loss": 0.017, "relation_loss": 0.0011192686099093408, "selected_pairs": 27130.6, "state_query_norm": 41.947838592529294, "state_relation_loss": 8.131379872793332e-05, "step": 24110, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0011192686099093408, "weighted_relation_loss": 0.0011192686099093408 }, { "action_query_norm": 39.69805488586426, "action_relation_loss": 0.000998124707257375, "auxiliary_loss_weight": 1.0, "epoch": 22.56314312441534, "flow_matching_loss": 0.018125064577907322, "grad_norm": 0.10357891023159027, "learning_rate": 1.0143533111207454e-05, "loss": 0.0192, "relation_loss": 0.0010799386771395802, "selected_pairs": 26878.9, "state_query_norm": 41.95799293518066, "state_relation_loss": 8.181396115105599e-05, "step": 24120, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0010799386771395802, "weighted_relation_loss": 0.0010799386771395802 }, { "action_query_norm": 39.7051025390625, "action_relation_loss": 0.0009996304928790779, "auxiliary_loss_weight": 1.0, "epoch": 22.572497661365762, "flow_matching_loss": 0.018568797782063485, "grad_norm": 0.11974745243787766, "learning_rate": 1.0110278023071446e-05, "loss": 0.0197, "relation_loss": 0.0010817572590894997, "selected_pairs": 26956.0, "state_query_norm": 41.964352416992185, "state_relation_loss": 8.212676693801768e-05, "step": 24130, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0010817572590894997, "weighted_relation_loss": 0.0010817572590894997 }, { "action_query_norm": 39.68078269958496, "action_relation_loss": 0.0010374750883784146, "auxiliary_loss_weight": 1.0, "epoch": 22.581852198316184, "flow_matching_loss": 0.018093716260045765, "grad_norm": 0.12051954865455627, "learning_rate": 1.007707140470901e-05, "loss": 0.0192, "relation_loss": 0.0011185625102370978, "selected_pairs": 27023.3, "state_query_norm": 41.95468292236328, "state_relation_loss": 8.108743495540693e-05, "step": 24140, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0011185625102370978, "weighted_relation_loss": 0.0011185625102370978 }, { "action_query_norm": 39.69868202209473, "action_relation_loss": 0.0009830949478782714, "auxiliary_loss_weight": 1.0, "epoch": 22.591206735266603, "flow_matching_loss": 0.016355026233941316, "grad_norm": 0.08283624053001404, "learning_rate": 1.0043913296469298e-05, "loss": 0.0174, "relation_loss": 0.0010668462549801917, "selected_pairs": 26734.7, "state_query_norm": 41.93808364868164, "state_relation_loss": 8.375131437787786e-05, "step": 24150, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0010668462549801917, "weighted_relation_loss": 0.0010668462549801917 }, { "action_query_norm": 39.72596817016601, "action_relation_loss": 0.001003393594874069, "auxiliary_loss_weight": 1.0, "epoch": 22.600561272217025, "flow_matching_loss": 0.01699995920062065, "grad_norm": 0.1142897978425026, "learning_rate": 1.001080373864255e-05, "loss": 0.0181, "relation_loss": 0.001085711584892124, "selected_pairs": 26760.6, "state_query_norm": 41.94758987426758, "state_relation_loss": 8.231800384237432e-05, "step": 24160, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.001085711584892124, "weighted_relation_loss": 0.001085711584892124 }, { "action_query_norm": 39.72498474121094, "action_relation_loss": 0.001086423051310703, "auxiliary_loss_weight": 1.0, "epoch": 22.609915809167447, "flow_matching_loss": 0.01736116614192724, "grad_norm": 0.10755244642496109, "learning_rate": 9.977742771459991e-06, "loss": 0.0185, "relation_loss": 0.0011663471232168376, "selected_pairs": 26699.1, "state_query_norm": 41.947700119018556, "state_relation_loss": 7.992408136487938e-05, "step": 24170, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0011663471232168376, "weighted_relation_loss": 0.0011663471232168376 }, { "action_query_norm": 39.70413246154785, "action_relation_loss": 0.0009686912526376545, "auxiliary_loss_weight": 1.0, "epoch": 22.61927034611787, "flow_matching_loss": 0.0181826108135283, "grad_norm": 0.08421898633241653, "learning_rate": 9.944730435093802e-06, "loss": 0.0192, "relation_loss": 0.0010518645867705345, "selected_pairs": 27487.1, "state_query_norm": 41.94311676025391, "state_relation_loss": 8.317333631566726e-05, "step": 24180, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0010518645867705345, "weighted_relation_loss": 0.0010518645867705345 }, { "action_query_norm": 39.71761207580566, "action_relation_loss": 0.0010109358583576978, "auxiliary_loss_weight": 1.0, "epoch": 22.628624883068287, "flow_matching_loss": 0.017479291278868915, "grad_norm": 0.1155361607670784, "learning_rate": 9.911766769657115e-06, "loss": 0.0186, "relation_loss": 0.0010955089470371603, "selected_pairs": 26993.2, "state_query_norm": 41.960687255859376, "state_relation_loss": 8.457310686935671e-05, "step": 24190, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010955089470371603, "weighted_relation_loss": 0.0010955089470371603 }, { "action_query_norm": 39.72328109741211, "action_relation_loss": 0.0010154340241570025, "auxiliary_loss_weight": 1.0, "epoch": 22.63797942001871, "flow_matching_loss": 0.01730703990906477, "grad_norm": 0.07494785636663437, "learning_rate": 9.878851815203882e-06, "loss": 0.0184, "relation_loss": 0.0011012297007255256, "selected_pairs": 27096.7, "state_query_norm": 41.955580139160155, "state_relation_loss": 8.579567511333153e-05, "step": 24200, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0011012297007255256, "weighted_relation_loss": 0.0011012297007255256 }, { "action_query_norm": 39.72511367797851, "action_relation_loss": 0.0010190976900048554, "auxiliary_loss_weight": 1.0, "epoch": 22.64733395696913, "flow_matching_loss": 0.017217968590557575, "grad_norm": 0.09083437919616699, "learning_rate": 9.845985611728864e-06, "loss": 0.0183, "relation_loss": 0.0011012824717909098, "selected_pairs": 26617.4, "state_query_norm": 41.95591239929199, "state_relation_loss": 8.218478251365013e-05, "step": 24210, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0011012824717909098, "weighted_relation_loss": 0.0011012824717909098 }, { "action_query_norm": 39.71522064208985, "action_relation_loss": 0.0010378000210039318, "auxiliary_loss_weight": 1.0, "epoch": 22.65668849391955, "flow_matching_loss": 0.019383166451007128, "grad_norm": 0.15087361633777618, "learning_rate": 9.813168199167606e-06, "loss": 0.0205, "relation_loss": 0.001116683630971238, "selected_pairs": 26825.5, "state_query_norm": 41.95067825317383, "state_relation_loss": 7.88836223364342e-05, "step": 24220, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.001116683630971238, "weighted_relation_loss": 0.001116683630971238 }, { "action_query_norm": 39.687683486938475, "action_relation_loss": 0.0009996667329687625, "auxiliary_loss_weight": 1.0, "epoch": 22.66604303086997, "flow_matching_loss": 0.01924122404307127, "grad_norm": 0.09551931917667389, "learning_rate": 9.780399617396341e-06, "loss": 0.0203, "relation_loss": 0.0010850409104023128, "selected_pairs": 26780.5, "state_query_norm": 41.935275650024415, "state_relation_loss": 8.537417597835884e-05, "step": 24230, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0010850409104023128, "weighted_relation_loss": 0.0010850409104023128 }, { "action_query_norm": 39.697195053100586, "action_relation_loss": 0.0010307453747373074, "auxiliary_loss_weight": 1.0, "epoch": 22.675397567820394, "flow_matching_loss": 0.017987215891480446, "grad_norm": 0.08793091028928757, "learning_rate": 9.747679906232016e-06, "loss": 0.0191, "relation_loss": 0.0011073128785938024, "selected_pairs": 26877.4, "state_query_norm": 41.94592933654785, "state_relation_loss": 7.656749585294165e-05, "step": 24240, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0011073128785938024, "weighted_relation_loss": 0.0011073128785938024 }, { "action_query_norm": 39.680148696899415, "action_relation_loss": 0.0010191265144385397, "auxiliary_loss_weight": 1.0, "epoch": 22.684752104770816, "flow_matching_loss": 0.01745537146925926, "grad_norm": 0.09697732329368591, "learning_rate": 9.715009105432138e-06, "loss": 0.0186, "relation_loss": 0.0010988349793478846, "selected_pairs": 27467.2, "state_query_norm": 41.94358749389649, "state_relation_loss": 7.970846054377035e-05, "step": 24250, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0010988349793478846, "weighted_relation_loss": 0.0010988349793478846 }, { "action_query_norm": 39.75750999450683, "action_relation_loss": 0.0009853840339928866, "auxiliary_loss_weight": 1.0, "epoch": 22.694106641721234, "flow_matching_loss": 0.01806683437898755, "grad_norm": 0.10245823860168457, "learning_rate": 9.682387254694835e-06, "loss": 0.0191, "relation_loss": 0.0010652478551492095, "selected_pairs": 26482.2, "state_query_norm": 41.95750350952149, "state_relation_loss": 7.986381315276958e-05, "step": 24260, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0010652478551492095, "weighted_relation_loss": 0.0010652478551492095 }, { "action_query_norm": 39.69523315429687, "action_relation_loss": 0.000995835947105661, "auxiliary_loss_weight": 1.0, "epoch": 22.703461178671656, "flow_matching_loss": 0.018019119463860988, "grad_norm": 0.1140490397810936, "learning_rate": 9.649814393658723e-06, "loss": 0.0191, "relation_loss": 0.0010764872131403536, "selected_pairs": 26526.5, "state_query_norm": 41.9552978515625, "state_relation_loss": 8.065125002758578e-05, "step": 24270, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0010764872131403536, "weighted_relation_loss": 0.0010764872131403536 }, { "action_query_norm": 39.72907485961914, "action_relation_loss": 0.0011005215987097473, "auxiliary_loss_weight": 1.0, "epoch": 22.712815715622078, "flow_matching_loss": 0.01886727437376976, "grad_norm": 0.16059955954551697, "learning_rate": 9.617290561902881e-06, "loss": 0.02, "relation_loss": 0.0011792404809966683, "selected_pairs": 27218.8, "state_query_norm": 41.95141868591308, "state_relation_loss": 7.87188699177932e-05, "step": 24280, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0011792404809966683, "weighted_relation_loss": 0.0011792404809966683 }, { "action_query_norm": 39.70104484558105, "action_relation_loss": 0.0010036458203103392, "auxiliary_loss_weight": 1.0, "epoch": 22.722170252572496, "flow_matching_loss": 0.01876626517623663, "grad_norm": 0.1247098371386528, "learning_rate": 9.584815798946861e-06, "loss": 0.0199, "relation_loss": 0.0010860584559850394, "selected_pairs": 26989.9, "state_query_norm": 41.93894538879395, "state_relation_loss": 8.241261748480611e-05, "step": 24290, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010860584559850394, "weighted_relation_loss": 0.0010860584559850394 }, { "action_query_norm": 39.7095890045166, "action_relation_loss": 0.0009917783550918101, "auxiliary_loss_weight": 1.0, "epoch": 22.73152478952292, "flow_matching_loss": 0.015956768952310085, "grad_norm": 0.08947592228651047, "learning_rate": 9.55239014425055e-06, "loss": 0.017, "relation_loss": 0.0010731942544225602, "selected_pairs": 26968.6, "state_query_norm": 41.94835243225098, "state_relation_loss": 8.141590078594163e-05, "step": 24300, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0010731942544225602, "weighted_relation_loss": 0.0010731942544225602 }, { "action_query_norm": 39.6979377746582, "action_relation_loss": 0.0010602429159916938, "auxiliary_loss_weight": 1.0, "epoch": 22.74087932647334, "flow_matching_loss": 0.018997376970946788, "grad_norm": 0.11578025668859482, "learning_rate": 9.520013637214176e-06, "loss": 0.0201, "relation_loss": 0.0011392102809622885, "selected_pairs": 26895.7, "state_query_norm": 41.94543113708496, "state_relation_loss": 7.89673656981904e-05, "step": 24310, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0011392102809622885, "weighted_relation_loss": 0.0011392102809622885 }, { "action_query_norm": 39.73965225219727, "action_relation_loss": 0.0010077504557557404, "auxiliary_loss_weight": 1.0, "epoch": 22.75023386342376, "flow_matching_loss": 0.017243224009871484, "grad_norm": 0.08983619511127472, "learning_rate": 9.48768631717824e-06, "loss": 0.0183, "relation_loss": 0.0010842978837899864, "selected_pairs": 27479.5, "state_query_norm": 41.95321044921875, "state_relation_loss": 7.654743021703325e-05, "step": 24320, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0010842978837899864, "weighted_relation_loss": 0.0010842978837899864 }, { "action_query_norm": 39.71240653991699, "action_relation_loss": 0.0009855197626166047, "auxiliary_loss_weight": 1.0, "epoch": 22.75958840037418, "flow_matching_loss": 0.0171981462277472, "grad_norm": 0.08698026090860367, "learning_rate": 9.455408223423496e-06, "loss": 0.0183, "relation_loss": 0.0010637217375915498, "selected_pairs": 26052.3, "state_query_norm": 41.970937728881836, "state_relation_loss": 7.82019822509028e-05, "step": 24330, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.0010637217375915498, "weighted_relation_loss": 0.0010637217375915498 }, { "action_query_norm": 39.71134033203125, "action_relation_loss": 0.0009766888513695448, "auxiliary_loss_weight": 1.0, "epoch": 22.768942937324603, "flow_matching_loss": 0.019049595482647418, "grad_norm": 0.12417446821928024, "learning_rate": 9.423179395170845e-06, "loss": 0.0201, "relation_loss": 0.0010592377977445722, "selected_pairs": 26851.1, "state_query_norm": 41.93567962646485, "state_relation_loss": 8.254895510617644e-05, "step": 24340, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0010592377977445722, "weighted_relation_loss": 0.0010592377977445722 }, { "action_query_norm": 39.73500137329101, "action_relation_loss": 0.0010572110302746295, "auxiliary_loss_weight": 1.0, "epoch": 22.778297474275025, "flow_matching_loss": 0.01805750923231244, "grad_norm": 0.10815940052270889, "learning_rate": 9.390999871581391e-06, "loss": 0.0192, "relation_loss": 0.0011361206881701947, "selected_pairs": 27927.1, "state_query_norm": 41.94517936706543, "state_relation_loss": 7.89096586231608e-05, "step": 24350, "valid_action_samples": 236.8, "weighted_auxiliary_loss": 0.0011361206881701947, "weighted_relation_loss": 0.0011361206881701947 }, { "action_query_norm": 39.774850082397464, "action_relation_loss": 0.0010126894805580378, "auxiliary_loss_weight": 1.0, "epoch": 22.787652011225443, "flow_matching_loss": 0.018808032292872666, "grad_norm": 0.10376865416765213, "learning_rate": 9.358869691756273e-06, "loss": 0.0199, "relation_loss": 0.0010951204865705221, "selected_pairs": 26719.0, "state_query_norm": 41.93794975280762, "state_relation_loss": 8.24309914605692e-05, "step": 24360, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0010951204865705221, "weighted_relation_loss": 0.0010951204865705221 }, { "action_query_norm": 39.706781005859376, "action_relation_loss": 0.001011536963051185, "auxiliary_loss_weight": 1.0, "epoch": 22.797006548175865, "flow_matching_loss": 0.01761011630296707, "grad_norm": 0.09286697208881378, "learning_rate": 9.326788894736688e-06, "loss": 0.0187, "relation_loss": 0.001094256341457367, "selected_pairs": 26320.1, "state_query_norm": 41.93559341430664, "state_relation_loss": 8.271938422694802e-05, "step": 24370, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.001094256341457367, "weighted_relation_loss": 0.001094256341457367 }, { "action_query_norm": 39.69621391296387, "action_relation_loss": 0.0009989128564484417, "auxiliary_loss_weight": 1.0, "epoch": 22.806361085126287, "flow_matching_loss": 0.017279120348393916, "grad_norm": 0.1350928097963333, "learning_rate": 9.294757519503811e-06, "loss": 0.0184, "relation_loss": 0.0010823489166796208, "selected_pairs": 26846.6, "state_query_norm": 41.91949462890625, "state_relation_loss": 8.343603403773158e-05, "step": 24380, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0010823489166796208, "weighted_relation_loss": 0.0010823489166796208 }, { "action_query_norm": 39.659163284301755, "action_relation_loss": 0.0009912179899401962, "auxiliary_loss_weight": 1.0, "epoch": 22.815715622076706, "flow_matching_loss": 0.017164711840450764, "grad_norm": 0.09244880080223083, "learning_rate": 9.262775604978819e-06, "loss": 0.0182, "relation_loss": 0.0010735765157733113, "selected_pairs": 26919.4, "state_query_norm": 41.947994232177734, "state_relation_loss": 8.235852073994465e-05, "step": 24390, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010735765157733113, "weighted_relation_loss": 0.0010735765157733113 }, { "action_query_norm": 39.72959518432617, "action_relation_loss": 0.001032184192445129, "auxiliary_loss_weight": 1.0, "epoch": 22.825070159027128, "flow_matching_loss": 0.0185561116784811, "grad_norm": 0.09482643753290176, "learning_rate": 9.230843190022725e-06, "loss": 0.0197, "relation_loss": 0.0011153562925755977, "selected_pairs": 26739.8, "state_query_norm": 41.92979774475098, "state_relation_loss": 8.317210085806437e-05, "step": 24400, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0011153562925755977, "weighted_relation_loss": 0.0011153562925755977 }, { "action_query_norm": 39.70566520690918, "action_relation_loss": 0.0010286496544722468, "auxiliary_loss_weight": 1.0, "epoch": 22.83442469597755, "flow_matching_loss": 0.01713187713176012, "grad_norm": 0.11341793090105057, "learning_rate": 9.198960313436445e-06, "loss": 0.0182, "relation_loss": 0.001108308241236955, "selected_pairs": 26754.1, "state_query_norm": 41.94126968383789, "state_relation_loss": 7.965860713738948e-05, "step": 24410, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.001108308241236955, "weighted_relation_loss": 0.001108308241236955 }, { "action_query_norm": 39.762742614746095, "action_relation_loss": 0.0009984837903175502, "auxiliary_loss_weight": 1.0, "epoch": 22.84377923292797, "flow_matching_loss": 0.01722568366676569, "grad_norm": 0.09226430207490921, "learning_rate": 9.16712701396067e-06, "loss": 0.0183, "relation_loss": 0.0010785324964672327, "selected_pairs": 27244.9, "state_query_norm": 41.95594749450684, "state_relation_loss": 8.004869814612903e-05, "step": 24420, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0010785324964672327, "weighted_relation_loss": 0.0010785324964672327 }, { "action_query_norm": 39.70823631286621, "action_relation_loss": 0.0010521020856685936, "auxiliary_loss_weight": 1.0, "epoch": 22.85313376987839, "flow_matching_loss": 0.01601997036486864, "grad_norm": 0.09967223554849625, "learning_rate": 9.135343330275864e-06, "loss": 0.0172, "relation_loss": 0.0011315144365653396, "selected_pairs": 26730.6, "state_query_norm": 41.965650939941405, "state_relation_loss": 7.941235817270354e-05, "step": 24430, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0011315144365653396, "weighted_relation_loss": 0.0011315144365653396 }, { "action_query_norm": 39.704684829711915, "action_relation_loss": 0.000990947661921382, "auxiliary_loss_weight": 1.0, "epoch": 22.862488306828812, "flow_matching_loss": 0.016124062426388263, "grad_norm": 0.11547400802373886, "learning_rate": 9.10360930100218e-06, "loss": 0.0172, "relation_loss": 0.001071242440957576, "selected_pairs": 27199.3, "state_query_norm": 41.94038009643555, "state_relation_loss": 8.02947637566831e-05, "step": 24440, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.001071242440957576, "weighted_relation_loss": 0.001071242440957576 }, { "action_query_norm": 39.77089309692383, "action_relation_loss": 0.0009430536709260195, "auxiliary_loss_weight": 1.0, "epoch": 22.871842843779234, "flow_matching_loss": 0.01733042746782303, "grad_norm": 0.0872577577829361, "learning_rate": 9.07192496469949e-06, "loss": 0.0184, "relation_loss": 0.0010282851406373083, "selected_pairs": 26649.6, "state_query_norm": 41.95259017944336, "state_relation_loss": 8.523147989762947e-05, "step": 24450, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0010282851406373083, "weighted_relation_loss": 0.0010282851406373083 }, { "action_query_norm": 39.73502159118652, "action_relation_loss": 0.0009927735023666172, "auxiliary_loss_weight": 1.0, "epoch": 22.881197380729652, "flow_matching_loss": 0.016181620955467223, "grad_norm": 0.07962623983621597, "learning_rate": 9.040290359867231e-06, "loss": 0.0173, "relation_loss": 0.001075489621143788, "selected_pairs": 26925.1, "state_query_norm": 41.939033889770506, "state_relation_loss": 8.271610568044707e-05, "step": 24460, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.001075489621143788, "weighted_relation_loss": 0.001075489621143788 }, { "action_query_norm": 39.70727767944336, "action_relation_loss": 0.00095019027357921, "auxiliary_loss_weight": 1.0, "epoch": 22.890551917680074, "flow_matching_loss": 0.018077158834785223, "grad_norm": 0.09521390497684479, "learning_rate": 9.008705524944438e-06, "loss": 0.0191, "relation_loss": 0.0010286882519721986, "selected_pairs": 27174.9, "state_query_norm": 41.931447982788086, "state_relation_loss": 7.849797621020115e-05, "step": 24470, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0010286882519721986, "weighted_relation_loss": 0.0010286882519721986 }, { "action_query_norm": 39.66926574707031, "action_relation_loss": 0.0010060587723273785, "auxiliary_loss_weight": 1.0, "epoch": 22.899906454630496, "flow_matching_loss": 0.017333020363003014, "grad_norm": 0.1163005381822586, "learning_rate": 8.977170498309651e-06, "loss": 0.0184, "relation_loss": 0.0010905141709372402, "selected_pairs": 26758.1, "state_query_norm": 41.93853569030762, "state_relation_loss": 8.44553804199677e-05, "step": 24480, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0010905141709372402, "weighted_relation_loss": 0.0010905141709372402 }, { "action_query_norm": 39.67102699279785, "action_relation_loss": 0.0009997644112445414, "auxiliary_loss_weight": 1.0, "epoch": 22.90926099158092, "flow_matching_loss": 0.017406282108277084, "grad_norm": 0.1380196064710617, "learning_rate": 8.945685318280916e-06, "loss": 0.0185, "relation_loss": 0.0010749061941169203, "selected_pairs": 26942.2, "state_query_norm": 41.9366870880127, "state_relation_loss": 7.514176395488903e-05, "step": 24490, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0010749061941169203, "weighted_relation_loss": 0.0010749061941169203 }, { "action_query_norm": 39.718641662597655, "action_relation_loss": 0.001048121094936505, "auxiliary_loss_weight": 1.0, "epoch": 22.918615528531337, "flow_matching_loss": 0.017844355199486017, "grad_norm": 0.10390353202819824, "learning_rate": 8.914250023115672e-06, "loss": 0.019, "relation_loss": 0.0011307912587653845, "selected_pairs": 27293.2, "state_query_norm": 41.93806457519531, "state_relation_loss": 8.267013909062371e-05, "step": 24500, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0011307912587653845, "weighted_relation_loss": 0.0011307912587653845 }, { "action_query_norm": 39.73142852783203, "action_relation_loss": 0.0009809000184759498, "auxiliary_loss_weight": 1.0, "epoch": 22.92797006548176, "flow_matching_loss": 0.015972321294248103, "grad_norm": 0.09553246945142746, "learning_rate": 8.882864651010798e-06, "loss": 0.017, "relation_loss": 0.0010610407043714076, "selected_pairs": 26600.5, "state_query_norm": 41.95263748168945, "state_relation_loss": 8.01407040853519e-05, "step": 24510, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0010610407043714076, "weighted_relation_loss": 0.0010610407043714076 }, { "action_query_norm": 39.71081466674805, "action_relation_loss": 0.0009802562126424164, "auxiliary_loss_weight": 1.0, "epoch": 22.93732460243218, "flow_matching_loss": 0.01731667583808303, "grad_norm": 0.10892724245786667, "learning_rate": 8.851529240102462e-06, "loss": 0.0184, "relation_loss": 0.0010611039760988206, "selected_pairs": 26551.2, "state_query_norm": 41.92352523803711, "state_relation_loss": 8.08477561804466e-05, "step": 24520, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0010611039760988206, "weighted_relation_loss": 0.0010611039760988206 }, { "action_query_norm": 39.70070915222168, "action_relation_loss": 0.0009966986661311239, "auxiliary_loss_weight": 1.0, "epoch": 22.9466791393826, "flow_matching_loss": 0.018142865598201753, "grad_norm": 0.13237303495407104, "learning_rate": 8.820243828466134e-06, "loss": 0.0192, "relation_loss": 0.0010823507909663022, "selected_pairs": 26626.4, "state_query_norm": 41.937832260131835, "state_relation_loss": 8.565212701796553e-05, "step": 24530, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0010823507909663022, "weighted_relation_loss": 0.0010823507909663022 }, { "action_query_norm": 39.751119995117186, "action_relation_loss": 0.0010568487516138703, "auxiliary_loss_weight": 1.0, "epoch": 22.95603367633302, "flow_matching_loss": 0.017095286399126053, "grad_norm": 0.11023540794849396, "learning_rate": 8.789008454116566e-06, "loss": 0.0182, "relation_loss": 0.001136605767533183, "selected_pairs": 27127.0, "state_query_norm": 41.951272583007814, "state_relation_loss": 7.975702610565349e-05, "step": 24540, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.001136605767533183, "weighted_relation_loss": 0.001136605767533183 }, { "action_query_norm": 39.70788803100586, "action_relation_loss": 0.0010254273889586329, "auxiliary_loss_weight": 1.0, "epoch": 22.965388213283443, "flow_matching_loss": 0.01741157453507185, "grad_norm": 0.11519578844308853, "learning_rate": 8.757823155007655e-06, "loss": 0.0185, "relation_loss": 0.0011035782052204012, "selected_pairs": 26574.6, "state_query_norm": 41.93530960083008, "state_relation_loss": 7.815081989974715e-05, "step": 24550, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0011035782052204012, "weighted_relation_loss": 0.0011035782052204012 }, { "action_query_norm": 39.71805076599121, "action_relation_loss": 0.0009926935250405221, "auxiliary_loss_weight": 1.0, "epoch": 22.974742750233865, "flow_matching_loss": 0.015400297194719314, "grad_norm": 0.10165591537952423, "learning_rate": 8.72668796903251e-06, "loss": 0.0165, "relation_loss": 0.0010791856679134072, "selected_pairs": 26961.0, "state_query_norm": 41.908447647094725, "state_relation_loss": 8.649212832096964e-05, "step": 24560, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0010791856679134072, "weighted_relation_loss": 0.0010791856679134072 }, { "action_query_norm": 39.69211921691895, "action_relation_loss": 0.0010068000643514096, "auxiliary_loss_weight": 1.0, "epoch": 22.984097287184284, "flow_matching_loss": 0.017519069276750086, "grad_norm": 0.09148778021335602, "learning_rate": 8.695602934023301e-06, "loss": 0.0186, "relation_loss": 0.0010905884439125658, "selected_pairs": 26544.5, "state_query_norm": 41.93736877441406, "state_relation_loss": 8.378838319913484e-05, "step": 24570, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0010905884439125658, "weighted_relation_loss": 0.0010905884439125658 }, { "action_query_norm": 39.71873321533203, "action_relation_loss": 0.000986471399664879, "auxiliary_loss_weight": 1.0, "epoch": 22.993451824134706, "flow_matching_loss": 0.015748247783631087, "grad_norm": 0.1319027841091156, "learning_rate": 8.664568087751274e-06, "loss": 0.0168, "relation_loss": 0.0010658165614586324, "selected_pairs": 26387.5, "state_query_norm": 41.96380958557129, "state_relation_loss": 7.934515379020013e-05, "step": 24580, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0010658165614586324, "weighted_relation_loss": 0.0010658165614586324 }, { "action_query_norm": 39.710527420043945, "action_relation_loss": 0.000966254179365933, "auxiliary_loss_weight": 1.0, "epoch": 23.002806361085128, "flow_matching_loss": 0.01725577563047409, "grad_norm": 0.09237148612737656, "learning_rate": 8.633583467926697e-06, "loss": 0.0183, "relation_loss": 0.0010438647062983365, "selected_pairs": 24489.3, "state_query_norm": 41.93260154724121, "state_relation_loss": 7.761052838759497e-05, "step": 24590, "valid_action_samples": 214.7, "weighted_auxiliary_loss": 0.0010438647062983365, "weighted_relation_loss": 0.0010438647062983365 }, { "action_query_norm": 39.690036392211915, "action_relation_loss": 0.0009893342212308198, "auxiliary_loss_weight": 1.0, "epoch": 23.012160898035546, "flow_matching_loss": 0.01765823271125555, "grad_norm": 0.09176318347454071, "learning_rate": 8.602649112198796e-06, "loss": 0.0187, "relation_loss": 0.0010657735227141529, "selected_pairs": 26872.9, "state_query_norm": 41.93732604980469, "state_relation_loss": 7.643929347977974e-05, "step": 24600, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0010657735227141529, "weighted_relation_loss": 0.0010657735227141529 }, { "action_query_norm": 39.702265930175784, "action_relation_loss": 0.0009911983041092753, "auxiliary_loss_weight": 1.0, "epoch": 23.021515434985968, "flow_matching_loss": 0.018166171759366988, "grad_norm": 0.16077731549739838, "learning_rate": 8.571765058155745e-06, "loss": 0.0192, "relation_loss": 0.0010725174215622246, "selected_pairs": 26931.1, "state_query_norm": 41.94622917175293, "state_relation_loss": 8.131911381497048e-05, "step": 24610, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010725174215622246, "weighted_relation_loss": 0.0010725174215622246 }, { "action_query_norm": 39.63570137023926, "action_relation_loss": 0.0010037833766546101, "auxiliary_loss_weight": 1.0, "epoch": 23.03086997193639, "flow_matching_loss": 0.017129746451973914, "grad_norm": 0.1366763859987259, "learning_rate": 8.540931343324583e-06, "loss": 0.0182, "relation_loss": 0.0010802701057400555, "selected_pairs": 26990.8, "state_query_norm": 41.92492828369141, "state_relation_loss": 7.648674509255215e-05, "step": 24620, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010802701057400555, "weighted_relation_loss": 0.0010802701057400555 }, { "action_query_norm": 39.72854423522949, "action_relation_loss": 0.0009599959012120962, "auxiliary_loss_weight": 1.0, "epoch": 23.04022450888681, "flow_matching_loss": 0.016927235294133425, "grad_norm": 0.08730122447013855, "learning_rate": 8.51014800517117e-06, "loss": 0.018, "relation_loss": 0.0010395200457423925, "selected_pairs": 26803.9, "state_query_norm": 41.927659606933595, "state_relation_loss": 7.952416635816916e-05, "step": 24630, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010395200457423925, "weighted_relation_loss": 0.0010395200457423925 }, { "action_query_norm": 39.7442684173584, "action_relation_loss": 0.0009671844891272485, "auxiliary_loss_weight": 1.0, "epoch": 23.04957904583723, "flow_matching_loss": 0.016076173260807992, "grad_norm": 0.12123698741197586, "learning_rate": 8.479415081100167e-06, "loss": 0.0171, "relation_loss": 0.0010458292497787624, "selected_pairs": 27299.5, "state_query_norm": 41.93623657226563, "state_relation_loss": 7.864477520342916e-05, "step": 24640, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0010458292497787624, "weighted_relation_loss": 0.0010458292497787624 }, { "action_query_norm": 39.73409576416016, "action_relation_loss": 0.001003173051867634, "auxiliary_loss_weight": 1.0, "epoch": 23.058933582787652, "flow_matching_loss": 0.01763293147087097, "grad_norm": 0.11094264686107635, "learning_rate": 8.448732608454967e-06, "loss": 0.0187, "relation_loss": 0.0010829730425029993, "selected_pairs": 27127.9, "state_query_norm": 41.93856201171875, "state_relation_loss": 7.980000227689744e-05, "step": 24650, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0010829730425029993, "weighted_relation_loss": 0.0010829730425029993 }, { "action_query_norm": 39.6459457397461, "action_relation_loss": 0.0010327669675461947, "auxiliary_loss_weight": 1.0, "epoch": 23.068288119738074, "flow_matching_loss": 0.017101946473121642, "grad_norm": 0.15711982548236847, "learning_rate": 8.418100624517688e-06, "loss": 0.0182, "relation_loss": 0.0011136131943203509, "selected_pairs": 26635.6, "state_query_norm": 41.92236747741699, "state_relation_loss": 8.084620931185782e-05, "step": 24660, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0011136131943203509, "weighted_relation_loss": 0.0011136131943203509 }, { "action_query_norm": 39.701637268066406, "action_relation_loss": 0.0010051131772343068, "auxiliary_loss_weight": 1.0, "epoch": 23.077642656688493, "flow_matching_loss": 0.017337315250188112, "grad_norm": 0.10038381814956665, "learning_rate": 8.387519166509062e-06, "loss": 0.0184, "relation_loss": 0.0010826561891008168, "selected_pairs": 26813.1, "state_query_norm": 41.92668342590332, "state_relation_loss": 7.754301259410568e-05, "step": 24670, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010826561891008168, "weighted_relation_loss": 0.0010826561891008168 }, { "action_query_norm": 39.73464508056641, "action_relation_loss": 0.0010014572471845895, "auxiliary_loss_weight": 1.0, "epoch": 23.086997193638915, "flow_matching_loss": 0.016381190344691276, "grad_norm": 0.14208678901195526, "learning_rate": 8.356988271588445e-06, "loss": 0.0175, "relation_loss": 0.0010809243307448924, "selected_pairs": 27224.4, "state_query_norm": 41.9147762298584, "state_relation_loss": 7.946708938106894e-05, "step": 24680, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0010809243307448924, "weighted_relation_loss": 0.0010809243307448924 }, { "action_query_norm": 39.73642997741699, "action_relation_loss": 0.0008849082922097295, "auxiliary_loss_weight": 1.0, "epoch": 23.096351730589337, "flow_matching_loss": 0.017616307828575373, "grad_norm": 0.10603190958499908, "learning_rate": 8.326507976853765e-06, "loss": 0.0186, "relation_loss": 0.0009661600284744054, "selected_pairs": 26491.7, "state_query_norm": 41.929212951660155, "state_relation_loss": 8.125173117150553e-05, "step": 24690, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0009661600284744054, "weighted_relation_loss": 0.0009661600284744054 }, { "action_query_norm": 39.70630035400391, "action_relation_loss": 0.0010025993222370743, "auxiliary_loss_weight": 1.0, "epoch": 23.105706267539755, "flow_matching_loss": 0.016923460736870767, "grad_norm": 0.1244068369269371, "learning_rate": 8.296078319341443e-06, "loss": 0.018, "relation_loss": 0.001081872044596821, "selected_pairs": 27105.7, "state_query_norm": 41.921540069580075, "state_relation_loss": 7.927272163215094e-05, "step": 24700, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.001081872044596821, "weighted_relation_loss": 0.001081872044596821 }, { "action_query_norm": 39.73672676086426, "action_relation_loss": 0.0009426024975255132, "auxiliary_loss_weight": 1.0, "epoch": 23.115060804490177, "flow_matching_loss": 0.016261069942265748, "grad_norm": 0.07589580863714218, "learning_rate": 8.265699336026383e-06, "loss": 0.0173, "relation_loss": 0.0010237858688924462, "selected_pairs": 26964.4, "state_query_norm": 41.94712371826172, "state_relation_loss": 8.118336845654994e-05, "step": 24710, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0010237858688924462, "weighted_relation_loss": 0.0010237858688924462 }, { "action_query_norm": 39.69388427734375, "action_relation_loss": 0.0010111771465744824, "auxiliary_loss_weight": 1.0, "epoch": 23.1244153414406, "flow_matching_loss": 0.017066133860498666, "grad_norm": 0.11133739352226257, "learning_rate": 8.235371063821923e-06, "loss": 0.0182, "relation_loss": 0.0010888847580645233, "selected_pairs": 26925.7, "state_query_norm": 41.92860298156738, "state_relation_loss": 7.770760348648764e-05, "step": 24720, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010888847580645233, "weighted_relation_loss": 0.0010888847580645233 }, { "action_query_norm": 39.697608184814456, "action_relation_loss": 0.0009572078299243004, "auxiliary_loss_weight": 1.0, "epoch": 23.13376987839102, "flow_matching_loss": 0.016697518154978754, "grad_norm": 0.10079853981733322, "learning_rate": 8.205093539579767e-06, "loss": 0.0177, "relation_loss": 0.001032652601134032, "selected_pairs": 27083.4, "state_query_norm": 41.93456497192383, "state_relation_loss": 7.544476247858256e-05, "step": 24730, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.001032652601134032, "weighted_relation_loss": 0.001032652601134032 }, { "action_query_norm": 39.71998672485351, "action_relation_loss": 0.0009687514975667, "auxiliary_loss_weight": 1.0, "epoch": 23.14312441534144, "flow_matching_loss": 0.017997209168970584, "grad_norm": 0.0948769673705101, "learning_rate": 8.174866800089963e-06, "loss": 0.019, "relation_loss": 0.0010470235312823207, "selected_pairs": 27128.5, "state_query_norm": 41.922299194335935, "state_relation_loss": 7.827203953638672e-05, "step": 24740, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0010470235312823207, "weighted_relation_loss": 0.0010470235312823207 }, { "action_query_norm": 39.724077987670896, "action_relation_loss": 0.0009476900158915669, "auxiliary_loss_weight": 1.0, "epoch": 23.15247895229186, "flow_matching_loss": 0.016853957250714303, "grad_norm": 0.08649444580078125, "learning_rate": 8.144690882080853e-06, "loss": 0.0179, "relation_loss": 0.001023108692606911, "selected_pairs": 26945.2, "state_query_norm": 41.938083267211915, "state_relation_loss": 7.541869199485518e-05, "step": 24750, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.001023108692606911, "weighted_relation_loss": 0.001023108692606911 }, { "action_query_norm": 39.67191123962402, "action_relation_loss": 0.0009368385595735163, "auxiliary_loss_weight": 1.0, "epoch": 23.161833489242284, "flow_matching_loss": 0.017351495567709208, "grad_norm": 0.0812646746635437, "learning_rate": 8.114565822219006e-06, "loss": 0.0184, "relation_loss": 0.0010181825200561434, "selected_pairs": 26463.0, "state_query_norm": 41.934548950195314, "state_relation_loss": 8.134396921377629e-05, "step": 24760, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0010181825200561434, "weighted_relation_loss": 0.0010181825200561434 }, { "action_query_norm": 39.697713470458986, "action_relation_loss": 0.000949105602921918, "auxiliary_loss_weight": 1.0, "epoch": 23.171188026192702, "flow_matching_loss": 0.016448028292506932, "grad_norm": 0.11522048711776733, "learning_rate": 8.084491657109233e-06, "loss": 0.0175, "relation_loss": 0.0010295894520822913, "selected_pairs": 26872.1, "state_query_norm": 41.92080917358398, "state_relation_loss": 8.048384697758592e-05, "step": 24770, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0010295894520822913, "weighted_relation_loss": 0.0010295894520822913 }, { "action_query_norm": 39.67138595581055, "action_relation_loss": 0.0009619735297746957, "auxiliary_loss_weight": 1.0, "epoch": 23.180542563143124, "flow_matching_loss": 0.016403211373835803, "grad_norm": 0.12468627095222473, "learning_rate": 8.054468423294476e-06, "loss": 0.0174, "relation_loss": 0.0010396109602879733, "selected_pairs": 26274.3, "state_query_norm": 41.93196754455566, "state_relation_loss": 7.763744724798016e-05, "step": 24780, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0010396109602879733, "weighted_relation_loss": 0.0010396109602879733 }, { "action_query_norm": 39.68479499816895, "action_relation_loss": 0.0009408125188201666, "auxiliary_loss_weight": 1.0, "epoch": 23.189897100093546, "flow_matching_loss": 0.015059210453182459, "grad_norm": 0.09111512452363968, "learning_rate": 8.024496157255785e-06, "loss": 0.0161, "relation_loss": 0.001016970816999674, "selected_pairs": 26669.2, "state_query_norm": 41.94255256652832, "state_relation_loss": 7.615829017595387e-05, "step": 24790, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.001016970816999674, "weighted_relation_loss": 0.001016970816999674 }, { "action_query_norm": 39.68480529785156, "action_relation_loss": 0.0009489646006841212, "auxiliary_loss_weight": 1.0, "epoch": 23.199251637043965, "flow_matching_loss": 0.01769034480676055, "grad_norm": 0.10627492517232895, "learning_rate": 7.994574895412293e-06, "loss": 0.0187, "relation_loss": 0.0010284520220011472, "selected_pairs": 26687.5, "state_query_norm": 41.933118438720705, "state_relation_loss": 7.94874329585582e-05, "step": 24800, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0010284520220011472, "weighted_relation_loss": 0.0010284520220011472 }, { "action_query_norm": 39.69638023376465, "action_relation_loss": 0.0009465354203712195, "auxiliary_loss_weight": 1.0, "epoch": 23.208606173994387, "flow_matching_loss": 0.01765797883272171, "grad_norm": 0.10219278186559677, "learning_rate": 7.964704674121149e-06, "loss": 0.0187, "relation_loss": 0.0010219139629043638, "selected_pairs": 26806.3, "state_query_norm": 41.93371658325195, "state_relation_loss": 7.537855126429349e-05, "step": 24810, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010219139629043638, "weighted_relation_loss": 0.0010219139629043638 }, { "action_query_norm": 39.71791381835938, "action_relation_loss": 0.0009512536460533738, "auxiliary_loss_weight": 1.0, "epoch": 23.21796071094481, "flow_matching_loss": 0.015932276379317045, "grad_norm": 0.08831585943698883, "learning_rate": 7.934885529677505e-06, "loss": 0.017, "relation_loss": 0.0010254282969981432, "selected_pairs": 26762.7, "state_query_norm": 41.909518814086915, "state_relation_loss": 7.417464439640753e-05, "step": 24820, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0010254282969981432, "weighted_relation_loss": 0.0010254282969981432 }, { "action_query_norm": 39.72546653747558, "action_relation_loss": 0.0009616446739528328, "auxiliary_loss_weight": 1.0, "epoch": 23.22731524789523, "flow_matching_loss": 0.018781695514917374, "grad_norm": 0.08834998309612274, "learning_rate": 7.905117498314412e-06, "loss": 0.0198, "relation_loss": 0.0010416788281872869, "selected_pairs": 26683.5, "state_query_norm": 41.90184898376465, "state_relation_loss": 8.00341455033049e-05, "step": 24830, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0010416788281872869, "weighted_relation_loss": 0.0010416788281872869 }, { "action_query_norm": 39.70991477966309, "action_relation_loss": 0.0009362291835714132, "auxiliary_loss_weight": 1.0, "epoch": 23.23666978484565, "flow_matching_loss": 0.016752371564507484, "grad_norm": 0.10614525526762009, "learning_rate": 7.87540061620286e-06, "loss": 0.0178, "relation_loss": 0.0010143477702513337, "selected_pairs": 27226.3, "state_query_norm": 41.93370094299316, "state_relation_loss": 7.811858449713327e-05, "step": 24840, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0010143477702513337, "weighted_relation_loss": 0.0010143477702513337 }, { "action_query_norm": 39.729590606689456, "action_relation_loss": 0.0009767731768079101, "auxiliary_loss_weight": 1.0, "epoch": 23.24602432179607, "flow_matching_loss": 0.017320015374571084, "grad_norm": 0.08342788368463516, "learning_rate": 7.845734919451647e-06, "loss": 0.0184, "relation_loss": 0.0010591203870717436, "selected_pairs": 26690.9, "state_query_norm": 41.92531318664551, "state_relation_loss": 8.234721462940797e-05, "step": 24850, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0010591203870717436, "weighted_relation_loss": 0.0010591203870717436 }, { "action_query_norm": 39.693611526489256, "action_relation_loss": 0.001021070993738249, "auxiliary_loss_weight": 1.0, "epoch": 23.255378858746493, "flow_matching_loss": 0.015895969606935977, "grad_norm": 0.1209993064403534, "learning_rate": 7.816120444107383e-06, "loss": 0.017, "relation_loss": 0.0010988467605784536, "selected_pairs": 26548.6, "state_query_norm": 41.94213218688965, "state_relation_loss": 7.777575447107666e-05, "step": 24860, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0010988467605784536, "weighted_relation_loss": 0.0010988467605784536 }, { "action_query_norm": 39.703210067749026, "action_relation_loss": 0.0009660669893492013, "auxiliary_loss_weight": 1.0, "epoch": 23.26473339569691, "flow_matching_loss": 0.017311422061175107, "grad_norm": 0.11233805865049362, "learning_rate": 7.786557226154473e-06, "loss": 0.0184, "relation_loss": 0.0010422360035590827, "selected_pairs": 26778.5, "state_query_norm": 41.92249031066895, "state_relation_loss": 7.616901566507295e-05, "step": 24870, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0010422360035590827, "weighted_relation_loss": 0.0010422360035590827 }, { "action_query_norm": 39.68880157470703, "action_relation_loss": 0.000984493235591799, "auxiliary_loss_weight": 1.0, "epoch": 23.274087932647333, "flow_matching_loss": 0.018588898051530123, "grad_norm": 0.1084299087524414, "learning_rate": 7.757045301514998e-06, "loss": 0.0196, "relation_loss": 0.0010585436131805182, "selected_pairs": 26249.9, "state_query_norm": 41.92413215637207, "state_relation_loss": 7.405037977150641e-05, "step": 24880, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.0010585436131805182, "weighted_relation_loss": 0.0010585436131805182 }, { "action_query_norm": 39.67740440368652, "action_relation_loss": 0.0009945188357960433, "auxiliary_loss_weight": 1.0, "epoch": 23.283442469597755, "flow_matching_loss": 0.017262246552854778, "grad_norm": 0.19024431705474854, "learning_rate": 7.727584706048735e-06, "loss": 0.0183, "relation_loss": 0.001076411409303546, "selected_pairs": 26849.3, "state_query_norm": 41.922706604003906, "state_relation_loss": 8.189258296624758e-05, "step": 24890, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001076411409303546, "weighted_relation_loss": 0.001076411409303546 }, { "action_query_norm": 39.67488441467285, "action_relation_loss": 0.0009432903083506971, "auxiliary_loss_weight": 1.0, "epoch": 23.292797006548177, "flow_matching_loss": 0.01766716446727514, "grad_norm": 0.09560330957174301, "learning_rate": 7.698175475553077e-06, "loss": 0.0187, "relation_loss": 0.0010232649801764637, "selected_pairs": 26786.7, "state_query_norm": 41.90690155029297, "state_relation_loss": 7.997467910172417e-05, "step": 24900, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0010232649801764637, "weighted_relation_loss": 0.0010232649801764637 }, { "action_query_norm": 39.72893142700195, "action_relation_loss": 0.0009520641295239329, "auxiliary_loss_weight": 1.0, "epoch": 23.302151543498596, "flow_matching_loss": 0.01827007457613945, "grad_norm": 0.11317537724971771, "learning_rate": 7.668817645763021e-06, "loss": 0.0193, "relation_loss": 0.0010308368247933686, "selected_pairs": 27193.4, "state_query_norm": 41.904563903808594, "state_relation_loss": 7.877270036260597e-05, "step": 24910, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0010308368247933686, "weighted_relation_loss": 0.0010308368247933686 }, { "action_query_norm": 39.692185974121095, "action_relation_loss": 0.0009469856566283851, "auxiliary_loss_weight": 1.0, "epoch": 23.311506080449018, "flow_matching_loss": 0.01817869786173105, "grad_norm": 0.10203620791435242, "learning_rate": 7.639511252351088e-06, "loss": 0.0192, "relation_loss": 0.0010293672326952218, "selected_pairs": 26798.3, "state_query_norm": 41.91692008972168, "state_relation_loss": 8.238157388404944e-05, "step": 24920, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010293672326952218, "weighted_relation_loss": 0.0010293672326952218 }, { "action_query_norm": 39.689534759521486, "action_relation_loss": 0.0010222411772701889, "auxiliary_loss_weight": 1.0, "epoch": 23.32086061739944, "flow_matching_loss": 0.01783743128180504, "grad_norm": 0.10524125397205353, "learning_rate": 7.610256330927324e-06, "loss": 0.0189, "relation_loss": 0.0011049045308027417, "selected_pairs": 26691.1, "state_query_norm": 41.91400566101074, "state_relation_loss": 8.266334334621206e-05, "step": 24930, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0011049045308027417, "weighted_relation_loss": 0.0011049045308027417 }, { "action_query_norm": 39.629490280151366, "action_relation_loss": 0.0010259652219247073, "auxiliary_loss_weight": 1.0, "epoch": 23.330215154349858, "flow_matching_loss": 0.015851793345063925, "grad_norm": 0.0875633955001831, "learning_rate": 7.581052917039211e-06, "loss": 0.017, "relation_loss": 0.0011060639109928161, "selected_pairs": 26368.4, "state_query_norm": 41.91307144165039, "state_relation_loss": 8.009870289242827e-05, "step": 24940, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0011060639109928161, "weighted_relation_loss": 0.0011060639109928161 }, { "action_query_norm": 39.7085521697998, "action_relation_loss": 0.00094819514779374, "auxiliary_loss_weight": 1.0, "epoch": 23.33956969130028, "flow_matching_loss": 0.017279003094881774, "grad_norm": 0.10766055434942245, "learning_rate": 7.551901046171645e-06, "loss": 0.0183, "relation_loss": 0.0010278499743435533, "selected_pairs": 26924.3, "state_query_norm": 41.91467056274414, "state_relation_loss": 7.965483600855806e-05, "step": 24950, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010278499743435533, "weighted_relation_loss": 0.0010278499743435533 }, { "action_query_norm": 39.670824432373045, "action_relation_loss": 0.000951485411496833, "auxiliary_loss_weight": 1.0, "epoch": 23.348924228250702, "flow_matching_loss": 0.01598517261445522, "grad_norm": 0.09711792320013046, "learning_rate": 7.522800753746895e-06, "loss": 0.017, "relation_loss": 0.0010311754071153701, "selected_pairs": 26442.2, "state_query_norm": 41.89550132751465, "state_relation_loss": 7.96899912529625e-05, "step": 24960, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0010311754071153701, "weighted_relation_loss": 0.0010311754071153701 }, { "action_query_norm": 39.69314956665039, "action_relation_loss": 0.0009747891570441424, "auxiliary_loss_weight": 1.0, "epoch": 23.358278765201124, "flow_matching_loss": 0.01722134593874216, "grad_norm": 0.10009127110242844, "learning_rate": 7.493752075124577e-06, "loss": 0.0183, "relation_loss": 0.0010552335414104163, "selected_pairs": 26739.0, "state_query_norm": 41.92089195251465, "state_relation_loss": 8.044438727665693e-05, "step": 24970, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0010552335414104163, "weighted_relation_loss": 0.0010552335414104163 }, { "action_query_norm": 39.667429733276364, "action_relation_loss": 0.0009787322662305087, "auxiliary_loss_weight": 1.0, "epoch": 23.367633302151543, "flow_matching_loss": 0.016831851843744517, "grad_norm": 0.11570078879594803, "learning_rate": 7.464755045601557e-06, "loss": 0.0179, "relation_loss": 0.001053417578805238, "selected_pairs": 26484.2, "state_query_norm": 41.915409088134766, "state_relation_loss": 7.468530675396323e-05, "step": 24980, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.001053417578805238, "weighted_relation_loss": 0.001053417578805238 }, { "action_query_norm": 39.72080192565918, "action_relation_loss": 0.0009093107306398452, "auxiliary_loss_weight": 1.0, "epoch": 23.376987839101965, "flow_matching_loss": 0.015788505785167217, "grad_norm": 0.08481389284133911, "learning_rate": 7.435809700411972e-06, "loss": 0.0168, "relation_loss": 0.0009886578191071749, "selected_pairs": 26875.9, "state_query_norm": 41.90184364318848, "state_relation_loss": 7.934708482935094e-05, "step": 24990, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009886578191071749, "weighted_relation_loss": 0.0009886578191071749 }, { "action_query_norm": 39.705529403686526, "action_relation_loss": 0.0009458643035031855, "auxiliary_loss_weight": 1.0, "epoch": 23.386342376052387, "flow_matching_loss": 0.016796227544546127, "grad_norm": 0.1225740984082222, "learning_rate": 7.40691607472715e-06, "loss": 0.0178, "relation_loss": 0.0010240846953820438, "selected_pairs": 27314.7, "state_query_norm": 41.92297248840332, "state_relation_loss": 7.822039260645397e-05, "step": 25000, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0010240846953820438, "weighted_relation_loss": 0.0010240846953820438 }, { "action_query_norm": 39.641763305664064, "action_relation_loss": 0.0010107495065312833, "auxiliary_loss_weight": 1.0, "epoch": 23.395696913002805, "flow_matching_loss": 0.01590848099440336, "grad_norm": 0.08963741362094879, "learning_rate": 7.3780742036555606e-06, "loss": 0.017, "relation_loss": 0.0010873828490730376, "selected_pairs": 27018.6, "state_query_norm": 41.909746170043945, "state_relation_loss": 7.663335200049914e-05, "step": 25010, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010873828490730376, "weighted_relation_loss": 0.0010873828490730376 }, { "action_query_norm": 39.702402877807614, "action_relation_loss": 0.0009778115549124778, "auxiliary_loss_weight": 1.0, "epoch": 23.405051449953227, "flow_matching_loss": 0.017374583147466184, "grad_norm": 0.14821450412273407, "learning_rate": 7.349284122242783e-06, "loss": 0.0184, "relation_loss": 0.0010546421515755355, "selected_pairs": 27034.2, "state_query_norm": 41.905339050292966, "state_relation_loss": 7.683060321141965e-05, "step": 25020, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0010546421515755355, "weighted_relation_loss": 0.0010546421515755355 }, { "action_query_norm": 39.68633766174317, "action_relation_loss": 0.0009522502252366394, "auxiliary_loss_weight": 1.0, "epoch": 23.41440598690365, "flow_matching_loss": 0.01659406991675496, "grad_norm": 0.21200643479824066, "learning_rate": 7.320545865471512e-06, "loss": 0.0176, "relation_loss": 0.0010313571547158062, "selected_pairs": 26298.4, "state_query_norm": 41.90762710571289, "state_relation_loss": 7.910693529993296e-05, "step": 25030, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0010313571547158062, "weighted_relation_loss": 0.0010313571547158062 }, { "action_query_norm": 39.684807205200194, "action_relation_loss": 0.0009264036954846234, "auxiliary_loss_weight": 1.0, "epoch": 23.42376052385407, "flow_matching_loss": 0.01664597475901246, "grad_norm": 0.09008621424436569, "learning_rate": 7.291859468261425e-06, "loss": 0.0176, "relation_loss": 0.0010009389836341143, "selected_pairs": 27138.2, "state_query_norm": 41.909813690185544, "state_relation_loss": 7.453528814949095e-05, "step": 25040, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0010009389836341143, "weighted_relation_loss": 0.0010009389836341143 }, { "action_query_norm": 39.721140670776364, "action_relation_loss": 0.0009498676168732345, "auxiliary_loss_weight": 1.0, "epoch": 23.43311506080449, "flow_matching_loss": 0.01574443355202675, "grad_norm": 0.1535022258758545, "learning_rate": 7.263224965469195e-06, "loss": 0.0168, "relation_loss": 0.0010273268562741578, "selected_pairs": 26711.3, "state_query_norm": 41.914140701293945, "state_relation_loss": 7.745921757305041e-05, "step": 25050, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0010273268562741578, "weighted_relation_loss": 0.0010273268562741578 }, { "action_query_norm": 39.70622177124024, "action_relation_loss": 0.0009448627708479763, "auxiliary_loss_weight": 1.0, "epoch": 23.44246959775491, "flow_matching_loss": 0.017238289583474398, "grad_norm": 0.19993922114372253, "learning_rate": 7.234642391888446e-06, "loss": 0.0183, "relation_loss": 0.0010131613584235311, "selected_pairs": 26623.0, "state_query_norm": 41.915901565551756, "state_relation_loss": 6.829859194112942e-05, "step": 25060, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0010131613584235311, "weighted_relation_loss": 0.0010131613584235311 }, { "action_query_norm": 39.69436416625977, "action_relation_loss": 0.0009971973253414036, "auxiliary_loss_weight": 1.0, "epoch": 23.451824134705333, "flow_matching_loss": 0.01731413323432207, "grad_norm": 0.10589569807052612, "learning_rate": 7.206111782249697e-06, "loss": 0.0184, "relation_loss": 0.0010732949944213034, "selected_pairs": 26804.4, "state_query_norm": 41.917945861816406, "state_relation_loss": 7.609766762470827e-05, "step": 25070, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010732949944213034, "weighted_relation_loss": 0.0010732949944213034 }, { "action_query_norm": 39.700993347167966, "action_relation_loss": 0.000997214362723753, "auxiliary_loss_weight": 1.0, "epoch": 23.46117867165575, "flow_matching_loss": 0.01712658293545246, "grad_norm": 0.16889390349388123, "learning_rate": 7.1776331712203385e-06, "loss": 0.0182, "relation_loss": 0.0010728011024184526, "selected_pairs": 26987.8, "state_query_norm": 41.929435348510744, "state_relation_loss": 7.558675424661488e-05, "step": 25080, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010728011024184526, "weighted_relation_loss": 0.0010728011024184526 }, { "action_query_norm": 39.69880828857422, "action_relation_loss": 0.000920715375104919, "auxiliary_loss_weight": 1.0, "epoch": 23.470533208606174, "flow_matching_loss": 0.01669216053560376, "grad_norm": 0.09204605221748352, "learning_rate": 7.149206593404561e-06, "loss": 0.0177, "relation_loss": 0.0009963169868569821, "selected_pairs": 26871.2, "state_query_norm": 41.93029708862305, "state_relation_loss": 7.560161466244609e-05, "step": 25090, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009963169868569821, "weighted_relation_loss": 0.0009963169868569821 }, { "action_query_norm": 39.655609893798825, "action_relation_loss": 0.0009429801080841571, "auxiliary_loss_weight": 1.0, "epoch": 23.479887745556596, "flow_matching_loss": 0.016392614133656024, "grad_norm": 0.16142524778842926, "learning_rate": 7.120832083343337e-06, "loss": 0.0174, "relation_loss": 0.0010202229663264007, "selected_pairs": 26639.2, "state_query_norm": 41.91943016052246, "state_relation_loss": 7.72428662457969e-05, "step": 25100, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0010202229663264007, "weighted_relation_loss": 0.0010202229663264007 }, { "action_query_norm": 39.707664489746094, "action_relation_loss": 0.0009796273370739073, "auxiliary_loss_weight": 1.0, "epoch": 23.489242282507014, "flow_matching_loss": 0.014822978992015123, "grad_norm": 0.0843890979886055, "learning_rate": 7.092509675514369e-06, "loss": 0.0159, "relation_loss": 0.001057749311439693, "selected_pairs": 27055.6, "state_query_norm": 41.92751617431641, "state_relation_loss": 7.81219823693391e-05, "step": 25110, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.001057749311439693, "weighted_relation_loss": 0.001057749311439693 }, { "action_query_norm": 39.71786384582519, "action_relation_loss": 0.0009836978744715453, "auxiliary_loss_weight": 1.0, "epoch": 23.498596819457436, "flow_matching_loss": 0.016203485149890184, "grad_norm": 0.07878898829221725, "learning_rate": 7.064239404332063e-06, "loss": 0.0173, "relation_loss": 0.0010639135260134935, "selected_pairs": 27012.7, "state_query_norm": 41.89441757202148, "state_relation_loss": 8.021566027309746e-05, "step": 25120, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010639135260134935, "weighted_relation_loss": 0.0010639135260134935 }, { "action_query_norm": 39.71389884948731, "action_relation_loss": 0.000982116104569286, "auxiliary_loss_weight": 1.0, "epoch": 23.507951356407858, "flow_matching_loss": 0.017282334715127946, "grad_norm": 0.09543311595916748, "learning_rate": 7.03602130414745e-06, "loss": 0.0183, "relation_loss": 0.00106186083285138, "selected_pairs": 27225.8, "state_query_norm": 41.908694458007815, "state_relation_loss": 7.974472173373215e-05, "step": 25130, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.00106186083285138, "weighted_relation_loss": 0.00106186083285138 }, { "action_query_norm": 39.6880126953125, "action_relation_loss": 0.0009561746614053845, "auxiliary_loss_weight": 1.0, "epoch": 23.51730589335828, "flow_matching_loss": 0.017201822344213726, "grad_norm": 0.10723523795604706, "learning_rate": 7.007855409248198e-06, "loss": 0.0182, "relation_loss": 0.0010334872873499989, "selected_pairs": 27010.0, "state_query_norm": 41.927802658081056, "state_relation_loss": 7.731263613095508e-05, "step": 25140, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010334872873499989, "weighted_relation_loss": 0.0010334872873499989 }, { "action_query_norm": 39.75736999511719, "action_relation_loss": 0.0009487829229328781, "auxiliary_loss_weight": 1.0, "epoch": 23.5266604303087, "flow_matching_loss": 0.016192885395139456, "grad_norm": 0.10427264124155045, "learning_rate": 6.979741753858521e-06, "loss": 0.0172, "relation_loss": 0.001024389051599428, "selected_pairs": 27117.5, "state_query_norm": 41.92077713012695, "state_relation_loss": 7.560613521491177e-05, "step": 25150, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.001024389051599428, "weighted_relation_loss": 0.001024389051599428 }, { "action_query_norm": 39.69319648742676, "action_relation_loss": 0.0009522702835965902, "auxiliary_loss_weight": 1.0, "epoch": 23.53601496725912, "flow_matching_loss": 0.017264725267887117, "grad_norm": 0.10182023048400879, "learning_rate": 6.951680372139158e-06, "loss": 0.0183, "relation_loss": 0.0010281629511155188, "selected_pairs": 26711.1, "state_query_norm": 41.91506156921387, "state_relation_loss": 7.589266242575831e-05, "step": 25160, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0010281629511155188, "weighted_relation_loss": 0.0010281629511155188 }, { "action_query_norm": 39.66038017272949, "action_relation_loss": 0.0009160828078165651, "auxiliary_loss_weight": 1.0, "epoch": 23.545369504209543, "flow_matching_loss": 0.017582740169018507, "grad_norm": 0.10776125639677048, "learning_rate": 6.923671298187334e-06, "loss": 0.0186, "relation_loss": 0.000988477875944227, "selected_pairs": 26988.1, "state_query_norm": 41.91904411315918, "state_relation_loss": 7.239505430334248e-05, "step": 25170, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.000988477875944227, "weighted_relation_loss": 0.000988477875944227 }, { "action_query_norm": 39.70379791259766, "action_relation_loss": 0.0009666245430707931, "auxiliary_loss_weight": 1.0, "epoch": 23.55472404115996, "flow_matching_loss": 0.01603042995557189, "grad_norm": 0.08934856951236725, "learning_rate": 6.895714566036704e-06, "loss": 0.0171, "relation_loss": 0.0010431626462377608, "selected_pairs": 26915.5, "state_query_norm": 41.90569381713867, "state_relation_loss": 7.653809152543544e-05, "step": 25180, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010431626462377608, "weighted_relation_loss": 0.0010431626462377608 }, { "action_query_norm": 39.7245677947998, "action_relation_loss": 0.0009465923765674233, "auxiliary_loss_weight": 1.0, "epoch": 23.564078578110383, "flow_matching_loss": 0.016133626271039248, "grad_norm": 0.1385444700717926, "learning_rate": 6.86781020965736e-06, "loss": 0.0172, "relation_loss": 0.001025882741669193, "selected_pairs": 27198.2, "state_query_norm": 41.90718154907226, "state_relation_loss": 7.929036946734414e-05, "step": 25190, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.001025882741669193, "weighted_relation_loss": 0.001025882741669193 }, { "action_query_norm": 39.696349716186525, "action_relation_loss": 0.0009597425814718008, "auxiliary_loss_weight": 1.0, "epoch": 23.573433115060805, "flow_matching_loss": 0.01626170901581645, "grad_norm": 0.09341365098953247, "learning_rate": 6.839958262955709e-06, "loss": 0.0173, "relation_loss": 0.0010379868559539317, "selected_pairs": 26762.5, "state_query_norm": 41.90476417541504, "state_relation_loss": 7.824427302693948e-05, "step": 25200, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0010379868559539317, "weighted_relation_loss": 0.0010379868559539317 }, { "action_query_norm": 39.713922119140626, "action_relation_loss": 0.0009158577886410058, "auxiliary_loss_weight": 1.0, "epoch": 23.582787652011227, "flow_matching_loss": 0.01650810269638896, "grad_norm": 0.16768907010555267, "learning_rate": 6.8121587597744894e-06, "loss": 0.0175, "relation_loss": 0.0009957747475709765, "selected_pairs": 27359.0, "state_query_norm": 41.90202598571777, "state_relation_loss": 7.991695674718358e-05, "step": 25210, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009957747475709765, "weighted_relation_loss": 0.0009957747475709765 }, { "action_query_norm": 39.690617370605466, "action_relation_loss": 0.0009518401231616736, "auxiliary_loss_weight": 1.0, "epoch": 23.592142188961645, "flow_matching_loss": 0.016421213187277316, "grad_norm": 0.11080756783485413, "learning_rate": 6.784411733892732e-06, "loss": 0.0175, "relation_loss": 0.001031685760244727, "selected_pairs": 26344.1, "state_query_norm": 41.90157470703125, "state_relation_loss": 7.984564799699002e-05, "step": 25220, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.001031685760244727, "weighted_relation_loss": 0.001031685760244727 }, { "action_query_norm": 39.685677719116214, "action_relation_loss": 0.0010010956088081003, "auxiliary_loss_weight": 1.0, "epoch": 23.601496725912067, "flow_matching_loss": 0.015571255329996347, "grad_norm": 0.09801051020622253, "learning_rate": 6.756717219025666e-06, "loss": 0.0166, "relation_loss": 0.0010773445304948837, "selected_pairs": 27274.5, "state_query_norm": 41.91691246032715, "state_relation_loss": 7.624892459716648e-05, "step": 25230, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0010773445304948837, "weighted_relation_loss": 0.0010773445304948837 }, { "action_query_norm": 39.67551536560059, "action_relation_loss": 0.0009483530651777982, "auxiliary_loss_weight": 1.0, "epoch": 23.61085126286249, "flow_matching_loss": 0.016581910941749812, "grad_norm": 0.15036001801490784, "learning_rate": 6.729075248824762e-06, "loss": 0.0176, "relation_loss": 0.0010235769266728311, "selected_pairs": 27363.7, "state_query_norm": 41.90083885192871, "state_relation_loss": 7.522385494667106e-05, "step": 25240, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0010235769266728311, "weighted_relation_loss": 0.0010235769266728311 }, { "action_query_norm": 39.68457717895508, "action_relation_loss": 0.0009441889065783471, "auxiliary_loss_weight": 1.0, "epoch": 23.620205799812908, "flow_matching_loss": 0.017365800496190787, "grad_norm": 0.10537104308605194, "learning_rate": 6.701485856877615e-06, "loss": 0.0184, "relation_loss": 0.001016424474073574, "selected_pairs": 27063.2, "state_query_norm": 41.908211135864256, "state_relation_loss": 7.223556822282262e-05, "step": 25250, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.001016424474073574, "weighted_relation_loss": 0.001016424474073574 }, { "action_query_norm": 39.701655578613284, "action_relation_loss": 0.0008845925389323383, "auxiliary_loss_weight": 1.0, "epoch": 23.62956033676333, "flow_matching_loss": 0.016774624213576318, "grad_norm": 0.11326432973146439, "learning_rate": 6.673949076707925e-06, "loss": 0.0177, "relation_loss": 0.0009621843579225242, "selected_pairs": 26298.0, "state_query_norm": 41.908146667480466, "state_relation_loss": 7.759182699373923e-05, "step": 25260, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0009621843579225242, "weighted_relation_loss": 0.0009621843579225242 }, { "action_query_norm": 39.713549041748045, "action_relation_loss": 0.0009292459348216653, "auxiliary_loss_weight": 1.0, "epoch": 23.63891487371375, "flow_matching_loss": 0.016971915401518343, "grad_norm": 0.11623521894216537, "learning_rate": 6.646464941775499e-06, "loss": 0.018, "relation_loss": 0.0010092246229760349, "selected_pairs": 26523.9, "state_query_norm": 41.90506019592285, "state_relation_loss": 7.997868015081621e-05, "step": 25270, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0010092246229760349, "weighted_relation_loss": 0.0010092246229760349 }, { "action_query_norm": 39.665704345703126, "action_relation_loss": 0.0009108206606470049, "auxiliary_loss_weight": 1.0, "epoch": 23.648269410664174, "flow_matching_loss": 0.014766175858676433, "grad_norm": 0.1001083105802536, "learning_rate": 6.619033485476128e-06, "loss": 0.0158, "relation_loss": 0.0009872775757685305, "selected_pairs": 26828.6, "state_query_norm": 41.93347511291504, "state_relation_loss": 7.645691439392977e-05, "step": 25280, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009872775757685305, "weighted_relation_loss": 0.0009872775757685305 }, { "action_query_norm": 39.67116508483887, "action_relation_loss": 0.0009542370273265988, "auxiliary_loss_weight": 1.0, "epoch": 23.657623947614592, "flow_matching_loss": 0.017428241576999425, "grad_norm": 0.09287511557340622, "learning_rate": 6.59165474114164e-06, "loss": 0.0185, "relation_loss": 0.0010302441951353103, "selected_pairs": 27009.3, "state_query_norm": 41.908878326416016, "state_relation_loss": 7.600716635352001e-05, "step": 25290, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010302441951353103, "weighted_relation_loss": 0.0010302441951353103 }, { "action_query_norm": 39.68903121948242, "action_relation_loss": 0.0009181556000839919, "auxiliary_loss_weight": 1.0, "epoch": 23.666978484565014, "flow_matching_loss": 0.016151896584779023, "grad_norm": 0.0907447561621666, "learning_rate": 6.564328742039783e-06, "loss": 0.0171, "relation_loss": 0.0009966614074073733, "selected_pairs": 26507.6, "state_query_norm": 41.903221130371094, "state_relation_loss": 7.850580514059402e-05, "step": 25300, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009966614074073733, "weighted_relation_loss": 0.0009966614074073733 }, { "action_query_norm": 39.67229385375977, "action_relation_loss": 0.0009497312421444803, "auxiliary_loss_weight": 1.0, "epoch": 23.676333021515436, "flow_matching_loss": 0.01657682042568922, "grad_norm": 0.09879659116268158, "learning_rate": 6.537055521374219e-06, "loss": 0.0176, "relation_loss": 0.0010243175260256977, "selected_pairs": 26662.2, "state_query_norm": 41.91727409362793, "state_relation_loss": 7.458626787411049e-05, "step": 25310, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0010243175260256977, "weighted_relation_loss": 0.0010243175260256977 }, { "action_query_norm": 39.6475643157959, "action_relation_loss": 0.0009412359911948442, "auxiliary_loss_weight": 1.0, "epoch": 23.685687558465855, "flow_matching_loss": 0.017870545107871293, "grad_norm": 0.12298698723316193, "learning_rate": 6.509835112284485e-06, "loss": 0.0189, "relation_loss": 0.0010178073891438544, "selected_pairs": 26413.3, "state_query_norm": 41.92442932128906, "state_relation_loss": 7.657140522496775e-05, "step": 25320, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0010178073891438544, "weighted_relation_loss": 0.0010178073891438544 }, { "action_query_norm": 39.65859413146973, "action_relation_loss": 0.001023811288177967, "auxiliary_loss_weight": 1.0, "epoch": 23.695042095416277, "flow_matching_loss": 0.016379269119352103, "grad_norm": 0.09561502933502197, "learning_rate": 6.482667547845944e-06, "loss": 0.0175, "relation_loss": 0.0010988411260768772, "selected_pairs": 26928.2, "state_query_norm": 41.91933631896973, "state_relation_loss": 7.50298408092931e-05, "step": 25330, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010988411260768772, "weighted_relation_loss": 0.0010988411260768772 }, { "action_query_norm": 39.64445686340332, "action_relation_loss": 0.0009195686259772628, "auxiliary_loss_weight": 1.0, "epoch": 23.7043966323667, "flow_matching_loss": 0.016376872826367617, "grad_norm": 0.09401977062225342, "learning_rate": 6.455552861069736e-06, "loss": 0.0174, "relation_loss": 0.000995151058305055, "selected_pairs": 26608.2, "state_query_norm": 41.90612258911133, "state_relation_loss": 7.558243305538781e-05, "step": 25340, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.000995151058305055, "weighted_relation_loss": 0.000995151058305055 }, { "action_query_norm": 39.70607376098633, "action_relation_loss": 0.0009321701421868056, "auxiliary_loss_weight": 1.0, "epoch": 23.71375116931712, "flow_matching_loss": 0.01741784093901515, "grad_norm": 0.09149685502052307, "learning_rate": 6.428491084902788e-06, "loss": 0.0184, "relation_loss": 0.0010074745456222444, "selected_pairs": 26758.3, "state_query_norm": 41.90549736022949, "state_relation_loss": 7.53043896111194e-05, "step": 25350, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0010074745456222444, "weighted_relation_loss": 0.0010074745456222444 }, { "action_query_norm": 39.711922073364256, "action_relation_loss": 0.0009883378574158997, "auxiliary_loss_weight": 1.0, "epoch": 23.72310570626754, "flow_matching_loss": 0.01568760871887207, "grad_norm": 0.07215581089258194, "learning_rate": 6.401482252227698e-06, "loss": 0.0168, "relation_loss": 0.0010631348879542202, "selected_pairs": 27056.5, "state_query_norm": 41.908992767333984, "state_relation_loss": 7.47970389056718e-05, "step": 25360, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0010631348879542202, "weighted_relation_loss": 0.0010631348879542202 }, { "action_query_norm": 39.72408790588379, "action_relation_loss": 0.000941814825637266, "auxiliary_loss_weight": 1.0, "epoch": 23.73246024321796, "flow_matching_loss": 0.01484192255884409, "grad_norm": 0.08792341500520706, "learning_rate": 6.37452639586274e-06, "loss": 0.0159, "relation_loss": 0.0010164168896153569, "selected_pairs": 26917.3, "state_query_norm": 41.91289749145508, "state_relation_loss": 7.460206325049512e-05, "step": 25370, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010164168896153569, "weighted_relation_loss": 0.0010164168896153569 }, { "action_query_norm": 39.73591003417969, "action_relation_loss": 0.000950689660385251, "auxiliary_loss_weight": 1.0, "epoch": 23.741814780168383, "flow_matching_loss": 0.015518696792423726, "grad_norm": 0.10522913932800293, "learning_rate": 6.347623548561826e-06, "loss": 0.0165, "relation_loss": 0.0010258890106342733, "selected_pairs": 26919.8, "state_query_norm": 41.90010795593262, "state_relation_loss": 7.519935243180954e-05, "step": 25380, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010258890106342733, "weighted_relation_loss": 0.0010258890106342733 }, { "action_query_norm": 39.70856399536133, "action_relation_loss": 0.0008892254962120205, "auxiliary_loss_weight": 1.0, "epoch": 23.7511693171188, "flow_matching_loss": 0.017020615004003047, "grad_norm": 0.07554858922958374, "learning_rate": 6.320773743014441e-06, "loss": 0.018, "relation_loss": 0.0009668018377851695, "selected_pairs": 26946.2, "state_query_norm": 41.907888412475586, "state_relation_loss": 7.757634157314896e-05, "step": 25390, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009668018377851695, "weighted_relation_loss": 0.0009668018377851695 }, { "action_query_norm": 39.689654159545896, "action_relation_loss": 0.0009369789913762361, "auxiliary_loss_weight": 1.0, "epoch": 23.760523854069223, "flow_matching_loss": 0.016263643652200697, "grad_norm": 0.08853886276483536, "learning_rate": 6.293977011845648e-06, "loss": 0.0173, "relation_loss": 0.0010182585334405302, "selected_pairs": 26923.0, "state_query_norm": 41.885562133789065, "state_relation_loss": 8.127952896757052e-05, "step": 25400, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0010182585334405302, "weighted_relation_loss": 0.0010182585334405302 }, { "action_query_norm": 39.650259017944336, "action_relation_loss": 0.0009461577807087451, "auxiliary_loss_weight": 1.0, "epoch": 23.769878391019645, "flow_matching_loss": 0.01586575973778963, "grad_norm": 0.0971282422542572, "learning_rate": 6.2672333876159835e-06, "loss": 0.0169, "relation_loss": 0.001021707832114771, "selected_pairs": 26533.1, "state_query_norm": 41.90036811828613, "state_relation_loss": 7.55500550440047e-05, "step": 25410, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.001021707832114771, "weighted_relation_loss": 0.001021707832114771 }, { "action_query_norm": 39.67029724121094, "action_relation_loss": 0.0009514707082416863, "auxiliary_loss_weight": 1.0, "epoch": 23.779232927970064, "flow_matching_loss": 0.017058067210018634, "grad_norm": 0.11157429963350296, "learning_rate": 6.2405429028215e-06, "loss": 0.0181, "relation_loss": 0.0010282234172336758, "selected_pairs": 27150.1, "state_query_norm": 41.90723838806152, "state_relation_loss": 7.675270608160644e-05, "step": 25420, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0010282234172336758, "weighted_relation_loss": 0.0010282234172336758 }, { "action_query_norm": 39.63569679260254, "action_relation_loss": 0.0009057186427526176, "auxiliary_loss_weight": 1.0, "epoch": 23.788587464920486, "flow_matching_loss": 0.0165349586866796, "grad_norm": 0.12686015665531158, "learning_rate": 6.213905589893631e-06, "loss": 0.0175, "relation_loss": 0.00098210105788894, "selected_pairs": 26458.2, "state_query_norm": 41.89723167419434, "state_relation_loss": 7.638241368113086e-05, "step": 25430, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.00098210105788894, "weighted_relation_loss": 0.00098210105788894 }, { "action_query_norm": 39.71802673339844, "action_relation_loss": 0.0009320235170889646, "auxiliary_loss_weight": 1.0, "epoch": 23.797942001870908, "flow_matching_loss": 0.015951099805533886, "grad_norm": 0.12463165819644928, "learning_rate": 6.187321481199221e-06, "loss": 0.017, "relation_loss": 0.001006182242417708, "selected_pairs": 26967.1, "state_query_norm": 41.908148193359374, "state_relation_loss": 7.415872896672226e-05, "step": 25440, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.001006182242417708, "weighted_relation_loss": 0.001006182242417708 }, { "action_query_norm": 39.70748596191406, "action_relation_loss": 0.0009289635985624045, "auxiliary_loss_weight": 1.0, "epoch": 23.80729653882133, "flow_matching_loss": 0.018561911396682264, "grad_norm": 0.09455933421850204, "learning_rate": 6.1607906090404895e-06, "loss": 0.0196, "relation_loss": 0.0010059970139991493, "selected_pairs": 26824.3, "state_query_norm": 41.89935111999512, "state_relation_loss": 7.703340161242522e-05, "step": 25450, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0010059970139991493, "weighted_relation_loss": 0.0010059970139991493 }, { "action_query_norm": 39.67877197265625, "action_relation_loss": 0.0009121405077166855, "auxiliary_loss_weight": 1.0, "epoch": 23.81665107577175, "flow_matching_loss": 0.01729087522253394, "grad_norm": 0.10045889019966125, "learning_rate": 6.134313005654929e-06, "loss": 0.0183, "relation_loss": 0.0009882203477900476, "selected_pairs": 27002.4, "state_query_norm": 41.92327995300293, "state_relation_loss": 7.607983643538318e-05, "step": 25460, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009882203477900476, "weighted_relation_loss": 0.0009882203477900476 }, { "action_query_norm": 39.64623603820801, "action_relation_loss": 0.0010143071936909108, "auxiliary_loss_weight": 1.0, "epoch": 23.82600561272217, "flow_matching_loss": 0.016447951924055813, "grad_norm": 0.08205709606409073, "learning_rate": 6.107888703215337e-06, "loss": 0.0175, "relation_loss": 0.001095985749270767, "selected_pairs": 26602.2, "state_query_norm": 41.887963104248044, "state_relation_loss": 8.167856067302637e-05, "step": 25470, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.001095985749270767, "weighted_relation_loss": 0.001095985749270767 }, { "action_query_norm": 39.64433212280274, "action_relation_loss": 0.0009853273862972856, "auxiliary_loss_weight": 1.0, "epoch": 23.835360149672592, "flow_matching_loss": 0.016710163187235595, "grad_norm": 0.09194526076316833, "learning_rate": 6.081517733829722e-06, "loss": 0.0178, "relation_loss": 0.001060218084603548, "selected_pairs": 26549.8, "state_query_norm": 41.919380569458006, "state_relation_loss": 7.489069466828368e-05, "step": 25480, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.001060218084603548, "weighted_relation_loss": 0.001060218084603548 }, { "action_query_norm": 39.68564643859863, "action_relation_loss": 0.0009536879020743072, "auxiliary_loss_weight": 1.0, "epoch": 23.84471468662301, "flow_matching_loss": 0.016330520063638686, "grad_norm": 0.08346209675073624, "learning_rate": 6.055200129541294e-06, "loss": 0.0174, "relation_loss": 0.0010329710959922523, "selected_pairs": 27551.4, "state_query_norm": 41.91967887878418, "state_relation_loss": 7.928317281766795e-05, "step": 25490, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.0010329710959922523, "weighted_relation_loss": 0.0010329710959922523 }, { "action_query_norm": 39.61943054199219, "action_relation_loss": 0.0009461756388191133, "auxiliary_loss_weight": 1.0, "epoch": 23.854069223573433, "flow_matching_loss": 0.01645562732592225, "grad_norm": 0.10272466391324997, "learning_rate": 6.0289359223284434e-06, "loss": 0.0175, "relation_loss": 0.0010204964375589043, "selected_pairs": 26616.7, "state_query_norm": 41.88733329772949, "state_relation_loss": 7.432080601574854e-05, "step": 25500, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0010204964375589043, "weighted_relation_loss": 0.0010204964375589043 }, { "action_query_norm": 39.68127250671387, "action_relation_loss": 0.0008996304241009057, "auxiliary_loss_weight": 1.0, "epoch": 23.863423760523855, "flow_matching_loss": 0.016325759049504996, "grad_norm": 0.14084956049919128, "learning_rate": 6.002725144104648e-06, "loss": 0.0173, "relation_loss": 0.0009735155501402915, "selected_pairs": 27244.8, "state_query_norm": 41.924865341186525, "state_relation_loss": 7.388512822217307e-05, "step": 25510, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009735155501402915, "weighted_relation_loss": 0.0009735155501402915 }, { "action_query_norm": 39.65528259277344, "action_relation_loss": 0.0009350656007882207, "auxiliary_loss_weight": 1.0, "epoch": 23.872778297474277, "flow_matching_loss": 0.01737461881712079, "grad_norm": 0.14749716222286224, "learning_rate": 5.976567826718477e-06, "loss": 0.0184, "relation_loss": 0.0010077136510517448, "selected_pairs": 26802.6, "state_query_norm": 41.89930267333985, "state_relation_loss": 7.264806918101385e-05, "step": 25520, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0010077136510517448, "weighted_relation_loss": 0.0010077136510517448 }, { "action_query_norm": 39.69267539978027, "action_relation_loss": 0.0009187637188006192, "auxiliary_loss_weight": 1.0, "epoch": 23.882132834424695, "flow_matching_loss": 0.017659652698785066, "grad_norm": 0.1065027117729187, "learning_rate": 5.9504640019535315e-06, "loss": 0.0187, "relation_loss": 0.0009983351337723434, "selected_pairs": 27007.7, "state_query_norm": 41.886986923217776, "state_relation_loss": 7.957142370287328e-05, "step": 25530, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0009983351337723434, "weighted_relation_loss": 0.0009983351337723434 }, { "action_query_norm": 39.69814834594727, "action_relation_loss": 0.0009867372456938029, "auxiliary_loss_weight": 1.0, "epoch": 23.891487371375117, "flow_matching_loss": 0.016268324013799428, "grad_norm": 0.11007126420736313, "learning_rate": 5.924413701528414e-06, "loss": 0.0173, "relation_loss": 0.001060742838308215, "selected_pairs": 26937.4, "state_query_norm": 41.91331024169922, "state_relation_loss": 7.400557733490132e-05, "step": 25540, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.001060742838308215, "weighted_relation_loss": 0.001060742838308215 }, { "action_query_norm": 39.69603958129883, "action_relation_loss": 0.0009511274925898761, "auxiliary_loss_weight": 1.0, "epoch": 23.90084190832554, "flow_matching_loss": 0.01674850294366479, "grad_norm": 0.09801102429628372, "learning_rate": 5.898416957096703e-06, "loss": 0.0178, "relation_loss": 0.001026119280140847, "selected_pairs": 26711.8, "state_query_norm": 41.905708694458006, "state_relation_loss": 7.499178100260906e-05, "step": 25550, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.001026119280140847, "weighted_relation_loss": 0.001026119280140847 }, { "action_query_norm": 39.65695343017578, "action_relation_loss": 0.0009375341760460287, "auxiliary_loss_weight": 1.0, "epoch": 23.910196445275957, "flow_matching_loss": 0.01512013077735901, "grad_norm": 0.0926288366317749, "learning_rate": 5.872473800246913e-06, "loss": 0.0161, "relation_loss": 0.001015355036361143, "selected_pairs": 27112.2, "state_query_norm": 41.88598289489746, "state_relation_loss": 7.78208595875185e-05, "step": 25560, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.001015355036361143, "weighted_relation_loss": 0.001015355036361143 }, { "action_query_norm": 39.62289733886719, "action_relation_loss": 0.0009693557920400053, "auxiliary_loss_weight": 1.0, "epoch": 23.91955098222638, "flow_matching_loss": 0.01565450392663479, "grad_norm": 0.15952418744564056, "learning_rate": 5.846584262502402e-06, "loss": 0.0167, "relation_loss": 0.0010472920432221145, "selected_pairs": 26278.7, "state_query_norm": 41.917654037475586, "state_relation_loss": 7.793624899932183e-05, "step": 25570, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0010472920432221145, "weighted_relation_loss": 0.0010472920432221145 }, { "action_query_norm": 39.68215065002441, "action_relation_loss": 0.0009621929377317429, "auxiliary_loss_weight": 1.0, "epoch": 23.9289055191768, "flow_matching_loss": 0.015840541943907736, "grad_norm": 0.11159028112888336, "learning_rate": 5.820748375321411e-06, "loss": 0.0169, "relation_loss": 0.00103925684816204, "selected_pairs": 27037.7, "state_query_norm": 41.88649444580078, "state_relation_loss": 7.706391043029725e-05, "step": 25580, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.00103925684816204, "weighted_relation_loss": 0.00103925684816204 }, { "action_query_norm": 39.63639602661133, "action_relation_loss": 0.0009581641759723424, "auxiliary_loss_weight": 1.0, "epoch": 23.938260056127223, "flow_matching_loss": 0.016294459532946347, "grad_norm": 0.11165256053209305, "learning_rate": 5.794966170096977e-06, "loss": 0.0173, "relation_loss": 0.0010356838931329549, "selected_pairs": 27087.0, "state_query_norm": 41.899071884155276, "state_relation_loss": 7.751970333629288e-05, "step": 25590, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0010356838931329549, "weighted_relation_loss": 0.0010356838931329549 }, { "action_query_norm": 39.68008575439453, "action_relation_loss": 0.0009288993664085865, "auxiliary_loss_weight": 1.0, "epoch": 23.947614593077642, "flow_matching_loss": 0.01618984742090106, "grad_norm": 0.08780328929424286, "learning_rate": 5.769237678156897e-06, "loss": 0.0172, "relation_loss": 0.0010068592615425586, "selected_pairs": 27060.3, "state_query_norm": 41.890248489379886, "state_relation_loss": 7.795989949954674e-05, "step": 25600, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0010068592615425586, "weighted_relation_loss": 0.0010068592615425586 }, { "action_query_norm": 39.68936882019043, "action_relation_loss": 0.0009209813084453345, "auxiliary_loss_weight": 1.0, "epoch": 23.956969130028064, "flow_matching_loss": 0.015502476412802935, "grad_norm": 0.15751338005065918, "learning_rate": 5.743562930763735e-06, "loss": 0.0165, "relation_loss": 0.0009942923730704933, "selected_pairs": 27312.3, "state_query_norm": 41.88192863464356, "state_relation_loss": 7.331105589400977e-05, "step": 25610, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0009942923730704933, "weighted_relation_loss": 0.0009942923730704933 }, { "action_query_norm": 39.652397537231444, "action_relation_loss": 0.0009091031097341329, "auxiliary_loss_weight": 1.0, "epoch": 23.966323666978486, "flow_matching_loss": 0.016474297363311054, "grad_norm": 0.09962229430675507, "learning_rate": 5.717941959114726e-06, "loss": 0.0175, "relation_loss": 0.000982413423480466, "selected_pairs": 26976.4, "state_query_norm": 41.906724548339845, "state_relation_loss": 7.331032538786531e-05, "step": 25620, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.000982413423480466, "weighted_relation_loss": 0.000982413423480466 }, { "action_query_norm": 39.6842544555664, "action_relation_loss": 0.0009106343379244209, "auxiliary_loss_weight": 1.0, "epoch": 23.975678203928904, "flow_matching_loss": 0.01607030052691698, "grad_norm": 0.10946979373693466, "learning_rate": 5.69237479434176e-06, "loss": 0.0171, "relation_loss": 0.0009892763453535735, "selected_pairs": 26990.2, "state_query_norm": 41.903703689575195, "state_relation_loss": 7.864200961194001e-05, "step": 25630, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009892763453535735, "weighted_relation_loss": 0.0009892763453535735 }, { "action_query_norm": 39.68876647949219, "action_relation_loss": 0.0009414628788363188, "auxiliary_loss_weight": 1.0, "epoch": 23.985032740879326, "flow_matching_loss": 0.01967687690630555, "grad_norm": 0.09698235988616943, "learning_rate": 5.666861467511353e-06, "loss": 0.0207, "relation_loss": 0.0010160345234908163, "selected_pairs": 27268.8, "state_query_norm": 41.92625045776367, "state_relation_loss": 7.457165957021061e-05, "step": 25640, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.0010160345234908163, "weighted_relation_loss": 0.0010160345234908163 }, { "action_query_norm": 39.671790313720706, "action_relation_loss": 0.000910889747319743, "auxiliary_loss_weight": 1.0, "epoch": 23.99438727782975, "flow_matching_loss": 0.0178937797434628, "grad_norm": 0.20359933376312256, "learning_rate": 5.641402009624591e-06, "loss": 0.0189, "relation_loss": 0.0009855521901044994, "selected_pairs": 26721.6, "state_query_norm": 41.88068313598633, "state_relation_loss": 7.466243114322424e-05, "step": 25650, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0009855521901044994, "weighted_relation_loss": 0.0009855521901044994 }, { "action_query_norm": 39.662025451660156, "action_relation_loss": 0.0009161478548776359, "auxiliary_loss_weight": 1.0, "epoch": 24.003741814780167, "flow_matching_loss": 0.01775009064003825, "grad_norm": 0.09397012740373611, "learning_rate": 5.615996451617145e-06, "loss": 0.0187, "relation_loss": 0.0009899817989207805, "selected_pairs": 24154.5, "state_query_norm": 41.887044525146486, "state_relation_loss": 7.383393822237849e-05, "step": 25660, "valid_action_samples": 213.5, "weighted_auxiliary_loss": 0.0009899817989207805, "weighted_relation_loss": 0.0009899817989207805 }, { "action_query_norm": 39.69148216247559, "action_relation_loss": 0.000899951282190159, "auxiliary_loss_weight": 1.0, "epoch": 24.01309635173059, "flow_matching_loss": 0.017610474955290556, "grad_norm": 0.10923763364553452, "learning_rate": 5.590644824359148e-06, "loss": 0.0186, "relation_loss": 0.0009763136389665305, "selected_pairs": 26990.7, "state_query_norm": 41.90104713439941, "state_relation_loss": 7.636234950041399e-05, "step": 25670, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009763136389665305, "weighted_relation_loss": 0.0009763136389665305 }, { "action_query_norm": 39.625698471069335, "action_relation_loss": 0.0009253360331058502, "auxiliary_loss_weight": 1.0, "epoch": 24.02245088868101, "flow_matching_loss": 0.016549708507955074, "grad_norm": 0.11201848089694977, "learning_rate": 5.56534715865521e-06, "loss": 0.0175, "relation_loss": 0.0009999599657021462, "selected_pairs": 26950.9, "state_query_norm": 41.87650604248047, "state_relation_loss": 7.462393114110455e-05, "step": 25680, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009999599657021462, "weighted_relation_loss": 0.0009999599657021462 }, { "action_query_norm": 39.69631080627441, "action_relation_loss": 0.0009383523312862963, "auxiliary_loss_weight": 1.0, "epoch": 24.031805425631433, "flow_matching_loss": 0.016348697245121002, "grad_norm": 0.07672383636236191, "learning_rate": 5.5401034852443965e-06, "loss": 0.0174, "relation_loss": 0.0010143275430891663, "selected_pairs": 26873.9, "state_query_norm": 41.87900619506836, "state_relation_loss": 7.597520379931666e-05, "step": 25690, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0010143275430891663, "weighted_relation_loss": 0.0010143275430891663 }, { "action_query_norm": 39.701520919799805, "action_relation_loss": 0.0009061744844075292, "auxiliary_loss_weight": 1.0, "epoch": 24.04115996258185, "flow_matching_loss": 0.01565540498122573, "grad_norm": 0.13065403699874878, "learning_rate": 5.514913834800134e-06, "loss": 0.0166, "relation_loss": 0.0009831241331994534, "selected_pairs": 26285.0, "state_query_norm": 41.898817443847655, "state_relation_loss": 7.694965388509445e-05, "step": 25700, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0009831241331994534, "weighted_relation_loss": 0.0009831241331994534 }, { "action_query_norm": 39.703346252441406, "action_relation_loss": 0.0009033907437697053, "auxiliary_loss_weight": 1.0, "epoch": 24.050514499532273, "flow_matching_loss": 0.017785881645977497, "grad_norm": 0.08757340162992477, "learning_rate": 5.489778237930238e-06, "loss": 0.0188, "relation_loss": 0.0009764532267581671, "selected_pairs": 27012.2, "state_query_norm": 41.89662322998047, "state_relation_loss": 7.306248662644065e-05, "step": 25710, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0009764532267581671, "weighted_relation_loss": 0.0009764532267581671 }, { "action_query_norm": 39.66253929138183, "action_relation_loss": 0.0008817366324365139, "auxiliary_loss_weight": 1.0, "epoch": 24.059869036482695, "flow_matching_loss": 0.01612231004983187, "grad_norm": 0.10458578914403915, "learning_rate": 5.464696725176827e-06, "loss": 0.0171, "relation_loss": 0.000953846424818039, "selected_pairs": 26459.1, "state_query_norm": 41.88710327148438, "state_relation_loss": 7.210979529190809e-05, "step": 25720, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.000953846424818039, "weighted_relation_loss": 0.000953846424818039 }, { "action_query_norm": 39.72230529785156, "action_relation_loss": 0.0009288752102293074, "auxiliary_loss_weight": 1.0, "epoch": 24.069223573433113, "flow_matching_loss": 0.01470136847347021, "grad_norm": 0.13789910078048706, "learning_rate": 5.439669327016294e-06, "loss": 0.0157, "relation_loss": 0.0010039970162324607, "selected_pairs": 27454.3, "state_query_norm": 41.89512825012207, "state_relation_loss": 7.512179799959995e-05, "step": 25730, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0010039970162324607, "weighted_relation_loss": 0.0010039970162324607 }, { "action_query_norm": 39.66071319580078, "action_relation_loss": 0.0009785599948372691, "auxiliary_loss_weight": 1.0, "epoch": 24.078578110383535, "flow_matching_loss": 0.01634378554299474, "grad_norm": 0.10122183710336685, "learning_rate": 5.4146960738592985e-06, "loss": 0.0174, "relation_loss": 0.0010535518522374332, "selected_pairs": 27090.9, "state_query_norm": 41.88715858459473, "state_relation_loss": 7.499184139305725e-05, "step": 25740, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0010535518522374332, "weighted_relation_loss": 0.0010535518522374332 }, { "action_query_norm": 39.719848251342775, "action_relation_loss": 0.0008797624788712711, "auxiliary_loss_weight": 1.0, "epoch": 24.087932647333957, "flow_matching_loss": 0.01613318482413888, "grad_norm": 0.09584373980760574, "learning_rate": 5.389776996050694e-06, "loss": 0.0171, "relation_loss": 0.0009534749027807265, "selected_pairs": 26375.8, "state_query_norm": 41.90085563659668, "state_relation_loss": 7.371242900262587e-05, "step": 25750, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0009534749027807265, "weighted_relation_loss": 0.0009534749027807265 }, { "action_query_norm": 39.66449737548828, "action_relation_loss": 0.0009753519494552165, "auxiliary_loss_weight": 1.0, "epoch": 24.09728718428438, "flow_matching_loss": 0.016192120406776665, "grad_norm": 0.09686724096536636, "learning_rate": 5.364912123869492e-06, "loss": 0.0172, "relation_loss": 0.0010491682798601687, "selected_pairs": 26707.1, "state_query_norm": 41.907836532592775, "state_relation_loss": 7.381632058240939e-05, "step": 25760, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0010491682798601687, "weighted_relation_loss": 0.0010491682798601687 }, { "action_query_norm": 39.6283576965332, "action_relation_loss": 0.0009705446369480342, "auxiliary_loss_weight": 1.0, "epoch": 24.106641721234798, "flow_matching_loss": 0.014975713472813368, "grad_norm": 0.07460983097553253, "learning_rate": 5.3401014875288864e-06, "loss": 0.016, "relation_loss": 0.0010481978300958873, "selected_pairs": 26504.7, "state_query_norm": 41.89406509399414, "state_relation_loss": 7.765320042381063e-05, "step": 25770, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0010481978300958873, "weighted_relation_loss": 0.0010481978300958873 }, { "action_query_norm": 39.67293014526367, "action_relation_loss": 0.0008996002899948508, "auxiliary_loss_weight": 1.0, "epoch": 24.11599625818522, "flow_matching_loss": 0.018277844227850438, "grad_norm": 0.193153515458107, "learning_rate": 5.315345117176129e-06, "loss": 0.0193, "relation_loss": 0.000972792919492349, "selected_pairs": 27503.5, "state_query_norm": 41.898646926879884, "state_relation_loss": 7.319263604586013e-05, "step": 25780, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.000972792919492349, "weighted_relation_loss": 0.000972792919492349 }, { "action_query_norm": 39.686951065063475, "action_relation_loss": 0.0008911266922950745, "auxiliary_loss_weight": 1.0, "epoch": 24.125350795135642, "flow_matching_loss": 0.015739069785922766, "grad_norm": 0.08178716152906418, "learning_rate": 5.2906430428925405e-06, "loss": 0.0167, "relation_loss": 0.0009693939355202019, "selected_pairs": 26430.9, "state_query_norm": 41.87835693359375, "state_relation_loss": 7.826725050108507e-05, "step": 25790, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0009693939355202019, "weighted_relation_loss": 0.0009693939355202019 }, { "action_query_norm": 39.671269226074216, "action_relation_loss": 0.0009674716100562363, "auxiliary_loss_weight": 1.0, "epoch": 24.13470533208606, "flow_matching_loss": 0.016229684464633465, "grad_norm": 0.09762227535247803, "learning_rate": 5.265995294693471e-06, "loss": 0.0173, "relation_loss": 0.0010442057508043944, "selected_pairs": 27016.5, "state_query_norm": 41.88839111328125, "state_relation_loss": 7.673415748286062e-05, "step": 25800, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0010442057508043944, "weighted_relation_loss": 0.0010442057508043944 }, { "action_query_norm": 39.640943145751955, "action_relation_loss": 0.0009062355034984648, "auxiliary_loss_weight": 1.0, "epoch": 24.144059869036482, "flow_matching_loss": 0.014738761819899082, "grad_norm": 0.1293977051973343, "learning_rate": 5.241401902528254e-06, "loss": 0.0157, "relation_loss": 0.000980569195235148, "selected_pairs": 26362.7, "state_query_norm": 41.89525032043457, "state_relation_loss": 7.433369246427901e-05, "step": 25810, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.000980569195235148, "weighted_relation_loss": 0.000980569195235148 }, { "action_query_norm": 39.69685173034668, "action_relation_loss": 0.0009525317407678812, "auxiliary_loss_weight": 1.0, "epoch": 24.153414405986904, "flow_matching_loss": 0.01706666946411133, "grad_norm": 0.1288733035326004, "learning_rate": 5.216862896280189e-06, "loss": 0.0181, "relation_loss": 0.001030203903792426, "selected_pairs": 26848.0, "state_query_norm": 41.893856048583984, "state_relation_loss": 7.767217030050234e-05, "step": 25820, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.001030203903792426, "weighted_relation_loss": 0.001030203903792426 }, { "action_query_norm": 39.653632736206056, "action_relation_loss": 0.0009017324657179416, "auxiliary_loss_weight": 1.0, "epoch": 24.162768942937326, "flow_matching_loss": 0.01657930379733443, "grad_norm": 0.11701013147830963, "learning_rate": 5.192378305766471e-06, "loss": 0.0176, "relation_loss": 0.0009761805995367467, "selected_pairs": 26735.3, "state_query_norm": 41.882089614868164, "state_relation_loss": 7.444813163601794e-05, "step": 25830, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009761805995367467, "weighted_relation_loss": 0.0009761805995367467 }, { "action_query_norm": 39.649207305908206, "action_relation_loss": 0.0009221905726008117, "auxiliary_loss_weight": 1.0, "epoch": 24.172123479887745, "flow_matching_loss": 0.017578457947820425, "grad_norm": 0.14400097727775574, "learning_rate": 5.1679481607382065e-06, "loss": 0.0186, "relation_loss": 0.0009988084610085934, "selected_pairs": 26625.9, "state_query_norm": 41.88404579162598, "state_relation_loss": 7.661787822144106e-05, "step": 25840, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0009988084610085934, "weighted_relation_loss": 0.0009988084610085934 }, { "action_query_norm": 39.65030479431152, "action_relation_loss": 0.0009023445309139788, "auxiliary_loss_weight": 1.0, "epoch": 24.181478016838167, "flow_matching_loss": 0.014475986082106828, "grad_norm": 0.11479668319225311, "learning_rate": 5.1435724908803105e-06, "loss": 0.0155, "relation_loss": 0.0009771254670340567, "selected_pairs": 26507.2, "state_query_norm": 41.89052543640137, "state_relation_loss": 7.478092920791824e-05, "step": 25850, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009771254670340567, "weighted_relation_loss": 0.0009771254670340567 }, { "action_query_norm": 39.63629417419433, "action_relation_loss": 0.0009916863404214383, "auxiliary_loss_weight": 1.0, "epoch": 24.19083255378859, "flow_matching_loss": 0.017199798859655856, "grad_norm": 0.13077400624752045, "learning_rate": 5.119251325811514e-06, "loss": 0.0183, "relation_loss": 0.0010652244265656919, "selected_pairs": 26467.7, "state_query_norm": 41.89350204467773, "state_relation_loss": 7.353807231993414e-05, "step": 25860, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0010652244265656919, "weighted_relation_loss": 0.0010652244265656919 }, { "action_query_norm": 39.69156150817871, "action_relation_loss": 0.0009186307375784964, "auxiliary_loss_weight": 1.0, "epoch": 24.200187090739007, "flow_matching_loss": 0.015756568126380443, "grad_norm": 0.12731315195560455, "learning_rate": 5.094984695084348e-06, "loss": 0.0167, "relation_loss": 0.000989830691833049, "selected_pairs": 27246.6, "state_query_norm": 41.908010482788086, "state_relation_loss": 7.119995971152093e-05, "step": 25870, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.000989830691833049, "weighted_relation_loss": 0.000989830691833049 }, { "action_query_norm": 39.69096488952637, "action_relation_loss": 0.0009188158845063299, "auxiliary_loss_weight": 1.0, "epoch": 24.20954162768943, "flow_matching_loss": 0.017157287895679475, "grad_norm": 0.12408697605133057, "learning_rate": 5.070772628185039e-06, "loss": 0.0182, "relation_loss": 0.0009934905334375798, "selected_pairs": 26524.4, "state_query_norm": 41.89634017944336, "state_relation_loss": 7.467465329682454e-05, "step": 25880, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009934905334375798, "weighted_relation_loss": 0.0009934905334375798 }, { "action_query_norm": 39.68547248840332, "action_relation_loss": 0.0008927944640163332, "auxiliary_loss_weight": 1.0, "epoch": 24.21889616463985, "flow_matching_loss": 0.016212848108261825, "grad_norm": 0.08426681905984879, "learning_rate": 5.046615154533535e-06, "loss": 0.0172, "relation_loss": 0.0009672540763858706, "selected_pairs": 26999.5, "state_query_norm": 41.90148277282715, "state_relation_loss": 7.445961673511193e-05, "step": 25890, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009672540763858706, "weighted_relation_loss": 0.0009672540763858706 }, { "action_query_norm": 39.69652137756348, "action_relation_loss": 0.0009396684356033802, "auxiliary_loss_weight": 1.0, "epoch": 24.22825070159027, "flow_matching_loss": 0.01617100592702627, "grad_norm": 0.08802233636379242, "learning_rate": 5.022512303483451e-06, "loss": 0.0172, "relation_loss": 0.0010141198406927287, "selected_pairs": 26480.8, "state_query_norm": 41.877825546264646, "state_relation_loss": 7.445141891366802e-05, "step": 25900, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0010141198406927287, "weighted_relation_loss": 0.0010141198406927287 }, { "action_query_norm": 39.64250717163086, "action_relation_loss": 0.0009144052222836762, "auxiliary_loss_weight": 1.0, "epoch": 24.23760523854069, "flow_matching_loss": 0.017256596963852643, "grad_norm": 0.09453233331441879, "learning_rate": 4.998464104322015e-06, "loss": 0.0182, "relation_loss": 0.0009888926986604929, "selected_pairs": 26760.8, "state_query_norm": 41.88874397277832, "state_relation_loss": 7.448746109730564e-05, "step": 25910, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009888926986604929, "weighted_relation_loss": 0.0009888926986604929 }, { "action_query_norm": 39.69557647705078, "action_relation_loss": 0.0009287389402743429, "auxiliary_loss_weight": 1.0, "epoch": 24.246959775491113, "flow_matching_loss": 0.015642730332911015, "grad_norm": 0.12671302258968353, "learning_rate": 4.974470586270047e-06, "loss": 0.0166, "relation_loss": 0.0010051753837615252, "selected_pairs": 26667.5, "state_query_norm": 41.884716796875, "state_relation_loss": 7.643645003554411e-05, "step": 25920, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0010051753837615252, "weighted_relation_loss": 0.0010051753837615252 }, { "action_query_norm": 39.677880096435544, "action_relation_loss": 0.0008803647651802748, "auxiliary_loss_weight": 1.0, "epoch": 24.256314312441535, "flow_matching_loss": 0.015782323013991118, "grad_norm": 0.09182846546173096, "learning_rate": 4.950531778481965e-06, "loss": 0.0167, "relation_loss": 0.0009571495058480651, "selected_pairs": 27333.7, "state_query_norm": 41.892998123168944, "state_relation_loss": 7.678474648855626e-05, "step": 25930, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009571495058480651, "weighted_relation_loss": 0.0009571495058480651 }, { "action_query_norm": 39.6439567565918, "action_relation_loss": 0.0009480163105763495, "auxiliary_loss_weight": 1.0, "epoch": 24.265668849391954, "flow_matching_loss": 0.016260078642517328, "grad_norm": 0.08934293687343597, "learning_rate": 4.926647710045651e-06, "loss": 0.0173, "relation_loss": 0.0010253907588776202, "selected_pairs": 27007.0, "state_query_norm": 41.883365631103516, "state_relation_loss": 7.73744315665681e-05, "step": 25940, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010253907588776202, "weighted_relation_loss": 0.0010253907588776202 }, { "action_query_norm": 39.63840560913086, "action_relation_loss": 0.0009313100774306804, "auxiliary_loss_weight": 1.0, "epoch": 24.275023386342376, "flow_matching_loss": 0.015805058274418117, "grad_norm": 0.10926070064306259, "learning_rate": 4.9028184099825125e-06, "loss": 0.0168, "relation_loss": 0.0010062926507089288, "selected_pairs": 26547.5, "state_query_norm": 41.90928573608399, "state_relation_loss": 7.498256491089705e-05, "step": 25950, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0010062926507089288, "weighted_relation_loss": 0.0010062926507089288 }, { "action_query_norm": 39.641697311401366, "action_relation_loss": 0.0009124468895606696, "auxiliary_loss_weight": 1.0, "epoch": 24.284377923292798, "flow_matching_loss": 0.015766737051308155, "grad_norm": 0.0961008369922638, "learning_rate": 4.879043907247382e-06, "loss": 0.0168, "relation_loss": 0.0009869784873444587, "selected_pairs": 26857.4, "state_query_norm": 41.891300201416016, "state_relation_loss": 7.453159996657632e-05, "step": 25960, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009869784873444587, "weighted_relation_loss": 0.0009869784873444587 }, { "action_query_norm": 39.65362739562988, "action_relation_loss": 0.0009274953743442893, "auxiliary_loss_weight": 1.0, "epoch": 24.293732460243216, "flow_matching_loss": 0.016858568880707026, "grad_norm": 0.10042767971754074, "learning_rate": 4.8553242307285414e-06, "loss": 0.0179, "relation_loss": 0.0010069734242279082, "selected_pairs": 26987.7, "state_query_norm": 41.89443435668945, "state_relation_loss": 7.947805133881047e-05, "step": 25970, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010069734242279082, "weighted_relation_loss": 0.0010069734242279082 }, { "action_query_norm": 39.690883255004884, "action_relation_loss": 0.0009641813521739095, "auxiliary_loss_weight": 1.0, "epoch": 24.30308699719364, "flow_matching_loss": 0.01536238333210349, "grad_norm": 0.08461390435695648, "learning_rate": 4.8316594092476185e-06, "loss": 0.0164, "relation_loss": 0.0010432835260871798, "selected_pairs": 26414.4, "state_query_norm": 41.874280548095705, "state_relation_loss": 7.910218264441937e-05, "step": 25980, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0010432835260871798, "weighted_relation_loss": 0.0010432835260871798 }, { "action_query_norm": 39.706007385253905, "action_relation_loss": 0.0008761813805904239, "auxiliary_loss_weight": 1.0, "epoch": 24.31244153414406, "flow_matching_loss": 0.01679346114397049, "grad_norm": 0.0940195694565773, "learning_rate": 4.808049471559617e-06, "loss": 0.0177, "relation_loss": 0.0009500819549430161, "selected_pairs": 27194.8, "state_query_norm": 41.89002876281738, "state_relation_loss": 7.390057362499647e-05, "step": 25990, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009500819549430161, "weighted_relation_loss": 0.0009500819549430161 }, { "action_query_norm": 39.621782302856445, "action_relation_loss": 0.0009789377509150654, "auxiliary_loss_weight": 1.0, "epoch": 24.321796071094482, "flow_matching_loss": 0.01613986324518919, "grad_norm": 0.10706847161054611, "learning_rate": 4.784494446352833e-06, "loss": 0.0172, "relation_loss": 0.0010561686765868216, "selected_pairs": 27298.0, "state_query_norm": 41.87450103759765, "state_relation_loss": 7.723092421656475e-05, "step": 26000, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0010561686765868216, "weighted_relation_loss": 0.0010561686765868216 }, { "action_query_norm": 39.65608901977539, "action_relation_loss": 0.0009209206560626626, "auxiliary_loss_weight": 1.0, "epoch": 24.3311506080449, "flow_matching_loss": 0.016352496389299632, "grad_norm": 0.11572922021150589, "learning_rate": 4.760994362248833e-06, "loss": 0.0173, "relation_loss": 0.000996361835859716, "selected_pairs": 26464.2, "state_query_norm": 41.88842544555664, "state_relation_loss": 7.544117397628725e-05, "step": 26010, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.000996361835859716, "weighted_relation_loss": 0.000996361835859716 }, { "action_query_norm": 39.64642868041992, "action_relation_loss": 0.000896476034540683, "auxiliary_loss_weight": 1.0, "epoch": 24.340505144995323, "flow_matching_loss": 0.015177736803889275, "grad_norm": 0.09752769768238068, "learning_rate": 4.737549247802442e-06, "loss": 0.0161, "relation_loss": 0.000970828632125631, "selected_pairs": 27081.7, "state_query_norm": 41.86679878234863, "state_relation_loss": 7.435258521582e-05, "step": 26020, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.000970828632125631, "weighted_relation_loss": 0.000970828632125631 }, { "action_query_norm": 39.69514427185059, "action_relation_loss": 0.0009225445101037621, "auxiliary_loss_weight": 1.0, "epoch": 24.349859681945745, "flow_matching_loss": 0.015432624332606792, "grad_norm": 0.08823415637016296, "learning_rate": 4.714159131501689e-06, "loss": 0.0164, "relation_loss": 0.0009965303994249552, "selected_pairs": 26393.5, "state_query_norm": 41.892493057250974, "state_relation_loss": 7.39858929591719e-05, "step": 26030, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0009965303994249552, "weighted_relation_loss": 0.0009965303994249552 }, { "action_query_norm": 39.687605667114255, "action_relation_loss": 0.0009265264554414899, "auxiliary_loss_weight": 1.0, "epoch": 24.359214218896163, "flow_matching_loss": 0.014997070003300906, "grad_norm": 0.10684335976839066, "learning_rate": 4.690824041767766e-06, "loss": 0.016, "relation_loss": 0.0009992619161494076, "selected_pairs": 26807.1, "state_query_norm": 41.88260002136231, "state_relation_loss": 7.273544870258774e-05, "step": 26040, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009992619161494076, "weighted_relation_loss": 0.0009992619161494076 }, { "action_query_norm": 39.68712463378906, "action_relation_loss": 0.0008636825426947325, "auxiliary_loss_weight": 1.0, "epoch": 24.368568755846585, "flow_matching_loss": 0.015138589125126601, "grad_norm": 0.10285694152116776, "learning_rate": 4.6675440069550105e-06, "loss": 0.0161, "relation_loss": 0.0009404637501575052, "selected_pairs": 27058.9, "state_query_norm": 41.88386459350586, "state_relation_loss": 7.678121619392186e-05, "step": 26050, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009404637501575052, "weighted_relation_loss": 0.0009404637501575052 }, { "action_query_norm": 39.67099227905273, "action_relation_loss": 0.0009026744693983347, "auxiliary_loss_weight": 1.0, "epoch": 24.377923292797007, "flow_matching_loss": 0.016223990079015493, "grad_norm": 0.15986138582229614, "learning_rate": 4.64431905535086e-06, "loss": 0.0172, "relation_loss": 0.0009749658755026757, "selected_pairs": 27034.8, "state_query_norm": 41.89328384399414, "state_relation_loss": 7.229140755953267e-05, "step": 26060, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009749658755026757, "weighted_relation_loss": 0.0009749658755026757 }, { "action_query_norm": 39.661896514892575, "action_relation_loss": 0.0009214681922458112, "auxiliary_loss_weight": 1.0, "epoch": 24.38727782974743, "flow_matching_loss": 0.016910497285425662, "grad_norm": 0.1264793425798416, "learning_rate": 4.621149215175808e-06, "loss": 0.0179, "relation_loss": 0.0009977628476917743, "selected_pairs": 27197.5, "state_query_norm": 41.8909049987793, "state_relation_loss": 7.629465253558009e-05, "step": 26070, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009977628476917743, "weighted_relation_loss": 0.0009977628476917743 }, { "action_query_norm": 39.68835220336914, "action_relation_loss": 0.0008618860563728958, "auxiliary_loss_weight": 1.0, "epoch": 24.396632366697848, "flow_matching_loss": 0.015538631193339824, "grad_norm": 0.13722160458564758, "learning_rate": 4.5980345145834154e-06, "loss": 0.0165, "relation_loss": 0.0009353980130981654, "selected_pairs": 27361.6, "state_query_norm": 41.87461395263672, "state_relation_loss": 7.351195235969499e-05, "step": 26080, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009353980130981654, "weighted_relation_loss": 0.0009353980130981654 }, { "action_query_norm": 39.65159187316895, "action_relation_loss": 0.0008899226842913777, "auxiliary_loss_weight": 1.0, "epoch": 24.40598690364827, "flow_matching_loss": 0.016614740807563068, "grad_norm": 0.08918162435293198, "learning_rate": 4.574974981660213e-06, "loss": 0.0176, "relation_loss": 0.0009638057614210993, "selected_pairs": 26965.4, "state_query_norm": 41.88748359680176, "state_relation_loss": 7.388306730717886e-05, "step": 26090, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009638057614210993, "weighted_relation_loss": 0.0009638057614210993 }, { "action_query_norm": 39.67583808898926, "action_relation_loss": 0.0008971829665824771, "auxiliary_loss_weight": 1.0, "epoch": 24.41534144059869, "flow_matching_loss": 0.016061503998935224, "grad_norm": 0.11258161813020706, "learning_rate": 4.551970644425707e-06, "loss": 0.017, "relation_loss": 0.0009726573945954442, "selected_pairs": 27200.8, "state_query_norm": 41.89193420410156, "state_relation_loss": 7.54744149162434e-05, "step": 26100, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009726573945954442, "weighted_relation_loss": 0.0009726573945954442 }, { "action_query_norm": 39.65623893737793, "action_relation_loss": 0.000940439518308267, "auxiliary_loss_weight": 1.0, "epoch": 24.42469597754911, "flow_matching_loss": 0.014998508710414171, "grad_norm": 0.09431520849466324, "learning_rate": 4.529021530832328e-06, "loss": 0.016, "relation_loss": 0.001013840432278812, "selected_pairs": 27288.5, "state_query_norm": 41.89607925415039, "state_relation_loss": 7.340092051890678e-05, "step": 26110, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.001013840432278812, "weighted_relation_loss": 0.001013840432278812 }, { "action_query_norm": 39.71219749450684, "action_relation_loss": 0.0009017631586175412, "auxiliary_loss_weight": 1.0, "epoch": 24.434050514499532, "flow_matching_loss": 0.017460406199097632, "grad_norm": 0.1105441078543663, "learning_rate": 4.5061276687654306e-06, "loss": 0.0184, "relation_loss": 0.000979541492415592, "selected_pairs": 26460.5, "state_query_norm": 41.885834503173825, "state_relation_loss": 7.777833016007208e-05, "step": 26120, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.000979541492415592, "weighted_relation_loss": 0.000979541492415592 }, { "action_query_norm": 39.6360481262207, "action_relation_loss": 0.0009071754233445972, "auxiliary_loss_weight": 1.0, "epoch": 24.443405051449954, "flow_matching_loss": 0.015522783994674683, "grad_norm": 0.1097731664776802, "learning_rate": 4.4832890860431965e-06, "loss": 0.0165, "relation_loss": 0.000983536208514124, "selected_pairs": 26351.5, "state_query_norm": 41.87104721069336, "state_relation_loss": 7.636078298673965e-05, "step": 26130, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.000983536208514124, "weighted_relation_loss": 0.000983536208514124 }, { "action_query_norm": 39.63694725036621, "action_relation_loss": 0.0009138786990661174, "auxiliary_loss_weight": 1.0, "epoch": 24.452759588400376, "flow_matching_loss": 0.01518742935732007, "grad_norm": 0.08592668175697327, "learning_rate": 4.460505810416682e-06, "loss": 0.0162, "relation_loss": 0.0009888707601930947, "selected_pairs": 26860.1, "state_query_norm": 41.89827995300293, "state_relation_loss": 7.499205676140264e-05, "step": 26140, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009888707601930947, "weighted_relation_loss": 0.0009888707601930947 }, { "action_query_norm": 39.66462326049805, "action_relation_loss": 0.0008696836302988231, "auxiliary_loss_weight": 1.0, "epoch": 24.462114125350794, "flow_matching_loss": 0.016160884220153094, "grad_norm": 0.11897945404052734, "learning_rate": 4.4377778695696984e-06, "loss": 0.0171, "relation_loss": 0.0009403856995049864, "selected_pairs": 27406.5, "state_query_norm": 41.88684425354004, "state_relation_loss": 7.070207502692937e-05, "step": 26150, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.0009403856995049864, "weighted_relation_loss": 0.0009403856995049864 }, { "action_query_norm": 39.68024520874023, "action_relation_loss": 0.0008778033079579473, "auxiliary_loss_weight": 1.0, "epoch": 24.471468662301216, "flow_matching_loss": 0.016207421943545342, "grad_norm": 0.08515817672014236, "learning_rate": 4.415105291118843e-06, "loss": 0.0172, "relation_loss": 0.0009522601496428252, "selected_pairs": 27360.8, "state_query_norm": 41.871359252929686, "state_relation_loss": 7.445683149853721e-05, "step": 26160, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009522601496428252, "weighted_relation_loss": 0.0009522601496428252 }, { "action_query_norm": 39.634709167480466, "action_relation_loss": 0.0008998183708172292, "auxiliary_loss_weight": 1.0, "epoch": 24.48082319925164, "flow_matching_loss": 0.015034362766891718, "grad_norm": 0.09740619361400604, "learning_rate": 4.392488102613435e-06, "loss": 0.016, "relation_loss": 0.0009792749711778014, "selected_pairs": 27388.4, "state_query_norm": 41.88924903869629, "state_relation_loss": 7.945659963297658e-05, "step": 26170, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0009792749711778014, "weighted_relation_loss": 0.0009792749711778014 }, { "action_query_norm": 39.66842155456543, "action_relation_loss": 0.000884533382486552, "auxiliary_loss_weight": 1.0, "epoch": 24.490177736202057, "flow_matching_loss": 0.013994853757321835, "grad_norm": 0.11390700191259384, "learning_rate": 4.369926331535473e-06, "loss": 0.015, "relation_loss": 0.000958046643063426, "selected_pairs": 26666.3, "state_query_norm": 41.868129348754884, "state_relation_loss": 7.351324675255455e-05, "step": 26180, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.000958046643063426, "weighted_relation_loss": 0.000958046643063426 }, { "action_query_norm": 39.621965408325195, "action_relation_loss": 0.0009739350061863661, "auxiliary_loss_weight": 1.0, "epoch": 24.49953227315248, "flow_matching_loss": 0.01628203596919775, "grad_norm": 0.0901283398270607, "learning_rate": 4.347420005299668e-06, "loss": 0.0173, "relation_loss": 0.0010522183263674378, "selected_pairs": 27031.0, "state_query_norm": 41.863019180297854, "state_relation_loss": 7.828331727068871e-05, "step": 26190, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0010522183263674378, "weighted_relation_loss": 0.0010522183263674378 }, { "action_query_norm": 39.677713012695314, "action_relation_loss": 0.000921225524507463, "auxiliary_loss_weight": 1.0, "epoch": 24.5088868101029, "flow_matching_loss": 0.01744939424097538, "grad_norm": 0.12504246830940247, "learning_rate": 4.324969151253317e-06, "loss": 0.0184, "relation_loss": 0.0009938185452483595, "selected_pairs": 27108.0, "state_query_norm": 41.892630386352536, "state_relation_loss": 7.259300909936428e-05, "step": 26200, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009938185452483595, "weighted_relation_loss": 0.0009938185452483595 }, { "action_query_norm": 39.61835861206055, "action_relation_loss": 0.0009563096391502768, "auxiliary_loss_weight": 1.0, "epoch": 24.51824134705332, "flow_matching_loss": 0.01682370537891984, "grad_norm": 0.08973018825054169, "learning_rate": 4.302573796676312e-06, "loss": 0.0179, "relation_loss": 0.0010315706604160368, "selected_pairs": 26549.1, "state_query_norm": 41.862711334228514, "state_relation_loss": 7.526103436248378e-05, "step": 26210, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0010315706604160368, "weighted_relation_loss": 0.0010315706604160368 }, { "action_query_norm": 39.65751647949219, "action_relation_loss": 0.0008721165242604912, "auxiliary_loss_weight": 1.0, "epoch": 24.52759588400374, "flow_matching_loss": 0.01523291040211916, "grad_norm": 0.08219482004642487, "learning_rate": 4.2802339687811385e-06, "loss": 0.0162, "relation_loss": 0.0009452976926695555, "selected_pairs": 27013.8, "state_query_norm": 41.88423957824707, "state_relation_loss": 7.318116986425594e-05, "step": 26220, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0009452976926695555, "weighted_relation_loss": 0.0009452976926695555 }, { "action_query_norm": 39.651680374145506, "action_relation_loss": 0.0008930219104513526, "auxiliary_loss_weight": 1.0, "epoch": 24.536950420954163, "flow_matching_loss": 0.015342861600220203, "grad_norm": 0.11061982065439224, "learning_rate": 4.257949694712771e-06, "loss": 0.0163, "relation_loss": 0.0009713805571664125, "selected_pairs": 26383.0, "state_query_norm": 41.87708053588867, "state_relation_loss": 7.83586292527616e-05, "step": 26230, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0009713805571664125, "weighted_relation_loss": 0.0009713805571664125 }, { "action_query_norm": 39.679342651367186, "action_relation_loss": 0.0010120365244802088, "auxiliary_loss_weight": 1.0, "epoch": 24.546304957904585, "flow_matching_loss": 0.0170130530372262, "grad_norm": 0.14725299179553986, "learning_rate": 4.235721001548726e-06, "loss": 0.0181, "relation_loss": 0.0010884838353376835, "selected_pairs": 26667.5, "state_query_norm": 41.89143295288086, "state_relation_loss": 7.644731886102818e-05, "step": 26240, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0010884838353376835, "weighted_relation_loss": 0.0010884838353376835 }, { "action_query_norm": 39.66907005310058, "action_relation_loss": 0.0009508234914392232, "auxiliary_loss_weight": 1.0, "epoch": 24.555659494855004, "flow_matching_loss": 0.01670719189569354, "grad_norm": 0.09956305474042892, "learning_rate": 4.21354791629896e-06, "loss": 0.0177, "relation_loss": 0.0010228280269075185, "selected_pairs": 27389.7, "state_query_norm": 41.88086166381836, "state_relation_loss": 7.200454419944435e-05, "step": 26250, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0010228280269075185, "weighted_relation_loss": 0.0010228280269075185 }, { "action_query_norm": 39.602896499633786, "action_relation_loss": 0.0009381433541420847, "auxiliary_loss_weight": 1.0, "epoch": 24.565014031805426, "flow_matching_loss": 0.015620006155222655, "grad_norm": 0.10474415123462677, "learning_rate": 4.191430465905843e-06, "loss": 0.0166, "relation_loss": 0.001009661622811109, "selected_pairs": 26804.6, "state_query_norm": 41.86906814575195, "state_relation_loss": 7.151827376219443e-05, "step": 26260, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.001009661622811109, "weighted_relation_loss": 0.001009661622811109 }, { "action_query_norm": 39.6384693145752, "action_relation_loss": 0.0008933105738833547, "auxiliary_loss_weight": 1.0, "epoch": 24.574368568755848, "flow_matching_loss": 0.017772225476801396, "grad_norm": 0.11404582858085632, "learning_rate": 4.169368677244184e-06, "loss": 0.0187, "relation_loss": 0.0009694931155536324, "selected_pairs": 26458.5, "state_query_norm": 41.8685604095459, "state_relation_loss": 7.61825307563413e-05, "step": 26270, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009694931155536324, "weighted_relation_loss": 0.0009694931155536324 }, { "action_query_norm": 39.66891021728516, "action_relation_loss": 0.0009136338776443154, "auxiliary_loss_weight": 1.0, "epoch": 24.583723105706266, "flow_matching_loss": 0.014639153517782688, "grad_norm": 0.09769146889448166, "learning_rate": 4.147362577121122e-06, "loss": 0.0156, "relation_loss": 0.0009850973379798233, "selected_pairs": 26782.5, "state_query_norm": 41.90181655883789, "state_relation_loss": 7.146344723878429e-05, "step": 26280, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0009850973379798233, "weighted_relation_loss": 0.0009850973379798233 }, { "action_query_norm": 39.63126640319824, "action_relation_loss": 0.0008997811819426715, "auxiliary_loss_weight": 1.0, "epoch": 24.593077642656688, "flow_matching_loss": 0.01501066004857421, "grad_norm": 0.12632706761360168, "learning_rate": 4.125412192276157e-06, "loss": 0.016, "relation_loss": 0.0009769565891474485, "selected_pairs": 26708.4, "state_query_norm": 41.87737808227539, "state_relation_loss": 7.717540429439396e-05, "step": 26290, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0009769565891474485, "weighted_relation_loss": 0.0009769565891474485 }, { "action_query_norm": 39.673530960083006, "action_relation_loss": 0.0009003080602269619, "auxiliary_loss_weight": 1.0, "epoch": 24.60243217960711, "flow_matching_loss": 0.01684326184913516, "grad_norm": 0.10293737053871155, "learning_rate": 4.10351754938107e-06, "loss": 0.0178, "relation_loss": 0.000972754106624052, "selected_pairs": 27131.7, "state_query_norm": 41.884539413452146, "state_relation_loss": 7.244603366416414e-05, "step": 26300, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.000972754106624052, "weighted_relation_loss": 0.000972754106624052 }, { "action_query_norm": 39.65223770141601, "action_relation_loss": 0.0009332058602012694, "auxiliary_loss_weight": 1.0, "epoch": 24.611786716557532, "flow_matching_loss": 0.015176938567310571, "grad_norm": 0.09837668389081955, "learning_rate": 4.081678675039913e-06, "loss": 0.0162, "relation_loss": 0.0010113772470504046, "selected_pairs": 27249.3, "state_query_norm": 41.86821327209473, "state_relation_loss": 7.817138393875211e-05, "step": 26310, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0010113772470504046, "weighted_relation_loss": 0.0010113772470504046 }, { "action_query_norm": 39.71415824890137, "action_relation_loss": 0.000913152750581503, "auxiliary_loss_weight": 1.0, "epoch": 24.62114125350795, "flow_matching_loss": 0.018795057386159896, "grad_norm": 0.09635001420974731, "learning_rate": 4.0598955957889876e-06, "loss": 0.0198, "relation_loss": 0.000989520485745743, "selected_pairs": 27407.5, "state_query_norm": 41.875325775146486, "state_relation_loss": 7.636773880221881e-05, "step": 26320, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.000989520485745743, "weighted_relation_loss": 0.000989520485745743 }, { "action_query_norm": 39.58666725158692, "action_relation_loss": 0.0009488165029324591, "auxiliary_loss_weight": 1.0, "epoch": 24.630495790458372, "flow_matching_loss": 0.016310568992048503, "grad_norm": 0.11218909174203873, "learning_rate": 4.038168338096776e-06, "loss": 0.0173, "relation_loss": 0.001025289244716987, "selected_pairs": 27360.3, "state_query_norm": 41.864932250976565, "state_relation_loss": 7.647274396731518e-05, "step": 26330, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.001025289244716987, "weighted_relation_loss": 0.001025289244716987 }, { "action_query_norm": 39.64633407592773, "action_relation_loss": 0.0009436093328986317, "auxiliary_loss_weight": 1.0, "epoch": 24.639850327408794, "flow_matching_loss": 0.015871758200228216, "grad_norm": 0.11773671209812164, "learning_rate": 4.016496928363944e-06, "loss": 0.0169, "relation_loss": 0.0010162199207115919, "selected_pairs": 26462.4, "state_query_norm": 41.87184867858887, "state_relation_loss": 7.261059072334319e-05, "step": 26340, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0010162199207115919, "weighted_relation_loss": 0.0010162199207115919 }, { "action_query_norm": 39.660831451416016, "action_relation_loss": 0.0009257888013962656, "auxiliary_loss_weight": 1.0, "epoch": 24.649204864359213, "flow_matching_loss": 0.01584779843688011, "grad_norm": 0.08738037943840027, "learning_rate": 3.994881392923317e-06, "loss": 0.0169, "relation_loss": 0.0010024469112977386, "selected_pairs": 27248.1, "state_query_norm": 41.88636245727539, "state_relation_loss": 7.665810408070683e-05, "step": 26350, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0010024469112977386, "weighted_relation_loss": 0.0010024469112977386 }, { "action_query_norm": 39.65416793823242, "action_relation_loss": 0.0009121297625824809, "auxiliary_loss_weight": 1.0, "epoch": 24.658559401309635, "flow_matching_loss": 0.017503482382744552, "grad_norm": 0.10593006759881973, "learning_rate": 3.9733217580397945e-06, "loss": 0.0185, "relation_loss": 0.0009864824416581542, "selected_pairs": 26503.0, "state_query_norm": 41.86671180725098, "state_relation_loss": 7.43526870792266e-05, "step": 26360, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009864824416581542, "weighted_relation_loss": 0.0009864824416581542 }, { "action_query_norm": 39.63783760070801, "action_relation_loss": 0.0009475375642068684, "auxiliary_loss_weight": 1.0, "epoch": 24.667913938260057, "flow_matching_loss": 0.01699923286214471, "grad_norm": 0.09209639579057693, "learning_rate": 3.951818049910366e-06, "loss": 0.018, "relation_loss": 0.0010220202500931918, "selected_pairs": 26573.6, "state_query_norm": 41.868142700195314, "state_relation_loss": 7.448268770531286e-05, "step": 26370, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0010220202500931918, "weighted_relation_loss": 0.0010220202500931918 }, { "action_query_norm": 39.61152648925781, "action_relation_loss": 0.0008581450500059872, "auxiliary_loss_weight": 1.0, "epoch": 24.67726847521048, "flow_matching_loss": 0.015715988352894783, "grad_norm": 0.10594681650400162, "learning_rate": 3.930370294664071e-06, "loss": 0.0166, "relation_loss": 0.0009333116526249796, "selected_pairs": 26597.9, "state_query_norm": 41.87791748046875, "state_relation_loss": 7.5166597525822e-05, "step": 26380, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0009333116526249796, "weighted_relation_loss": 0.0009333116526249796 }, { "action_query_norm": 39.63604545593262, "action_relation_loss": 0.0009129472193308175, "auxiliary_loss_weight": 1.0, "epoch": 24.686623012160897, "flow_matching_loss": 0.014910059701651334, "grad_norm": 0.1386241465806961, "learning_rate": 3.908978518361938e-06, "loss": 0.0159, "relation_loss": 0.0009871870919596405, "selected_pairs": 27296.2, "state_query_norm": 41.86071128845215, "state_relation_loss": 7.423986426147167e-05, "step": 26390, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0009871870919596405, "weighted_relation_loss": 0.0009871870919596405 }, { "action_query_norm": 39.64053382873535, "action_relation_loss": 0.0008568235556595027, "auxiliary_loss_weight": 1.0, "epoch": 24.69597754911132, "flow_matching_loss": 0.016865567583590747, "grad_norm": 0.13552334904670715, "learning_rate": 3.887642746997017e-06, "loss": 0.0178, "relation_loss": 0.0009291660448070615, "selected_pairs": 26890.6, "state_query_norm": 41.8894718170166, "state_relation_loss": 7.234249715111218e-05, "step": 26400, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009291660448070615, "weighted_relation_loss": 0.0009291660448070615 }, { "action_query_norm": 39.64152793884277, "action_relation_loss": 0.0009007192857097834, "auxiliary_loss_weight": 1.0, "epoch": 24.70533208606174, "flow_matching_loss": 0.016787741985172033, "grad_norm": 0.14047761261463165, "learning_rate": 3.866363006494255e-06, "loss": 0.0178, "relation_loss": 0.000975811161333695, "selected_pairs": 26556.2, "state_query_norm": 41.89957504272461, "state_relation_loss": 7.509187707910314e-05, "step": 26410, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.000975811161333695, "weighted_relation_loss": 0.000975811161333695 }, { "action_query_norm": 39.62889404296875, "action_relation_loss": 0.0009223563596606254, "auxiliary_loss_weight": 1.0, "epoch": 24.71468662301216, "flow_matching_loss": 0.016630273871123792, "grad_norm": 0.14975497126579285, "learning_rate": 3.8451393227105725e-06, "loss": 0.0176, "relation_loss": 0.0009965064353309571, "selected_pairs": 27245.9, "state_query_norm": 41.892158126831056, "state_relation_loss": 7.4150077853119e-05, "step": 26420, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009965064353309571, "weighted_relation_loss": 0.0009965064353309571 }, { "action_query_norm": 39.674536514282224, "action_relation_loss": 0.0008848414581734687, "auxiliary_loss_weight": 1.0, "epoch": 24.72404115996258, "flow_matching_loss": 0.015522512421011925, "grad_norm": 0.09730160981416702, "learning_rate": 3.823971721434727e-06, "loss": 0.0165, "relation_loss": 0.0009603614569641649, "selected_pairs": 26847.8, "state_query_norm": 41.864018249511716, "state_relation_loss": 7.552000461146236e-05, "step": 26430, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009603614569641649, "weighted_relation_loss": 0.0009603614569641649 }, { "action_query_norm": 39.64494094848633, "action_relation_loss": 0.0008877215092070401, "auxiliary_loss_weight": 1.0, "epoch": 24.733395696913004, "flow_matching_loss": 0.015238524880260229, "grad_norm": 0.06760982424020767, "learning_rate": 3.8028602283873505e-06, "loss": 0.0162, "relation_loss": 0.0009654023102484644, "selected_pairs": 26970.7, "state_query_norm": 41.86789512634277, "state_relation_loss": 7.768079522065818e-05, "step": 26440, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009654023102484644, "weighted_relation_loss": 0.0009654023102484644 }, { "action_query_norm": 39.6745418548584, "action_relation_loss": 0.000963884691009298, "auxiliary_loss_weight": 1.0, "epoch": 24.742750233863426, "flow_matching_loss": 0.016990127600729467, "grad_norm": 0.10343816876411438, "learning_rate": 3.781804869220912e-06, "loss": 0.018, "relation_loss": 0.0010395081480965018, "selected_pairs": 26505.4, "state_query_norm": 41.89962654113769, "state_relation_loss": 7.562344617326744e-05, "step": 26450, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0010395081480965018, "weighted_relation_loss": 0.0010395081480965018 }, { "action_query_norm": 39.693871688842776, "action_relation_loss": 0.0009748719341587276, "auxiliary_loss_weight": 1.0, "epoch": 24.752104770813844, "flow_matching_loss": 0.015528245642781258, "grad_norm": 0.2775585651397705, "learning_rate": 3.760805669519646e-06, "loss": 0.0166, "relation_loss": 0.0010495693306438625, "selected_pairs": 26966.3, "state_query_norm": 41.88522605895996, "state_relation_loss": 7.469738266081549e-05, "step": 26460, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0010495693306438625, "weighted_relation_loss": 0.0010495693306438625 }, { "action_query_norm": 39.579816818237305, "action_relation_loss": 0.0009506957838311791, "auxiliary_loss_weight": 1.0, "epoch": 24.761459307764266, "flow_matching_loss": 0.0165098880417645, "grad_norm": 0.09173984080553055, "learning_rate": 3.7398626547995587e-06, "loss": 0.0175, "relation_loss": 0.0010227693594060839, "selected_pairs": 26209.0, "state_query_norm": 41.88097381591797, "state_relation_loss": 7.207357048173435e-05, "step": 26470, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.0010227693594060839, "weighted_relation_loss": 0.0010227693594060839 }, { "action_query_norm": 39.62801628112793, "action_relation_loss": 0.0009204393834806978, "auxiliary_loss_weight": 1.0, "epoch": 24.770813844714688, "flow_matching_loss": 0.014862778317183255, "grad_norm": 0.0813010185956955, "learning_rate": 3.7189758505083995e-06, "loss": 0.0159, "relation_loss": 0.0009919829957652838, "selected_pairs": 27201.9, "state_query_norm": 41.86747398376465, "state_relation_loss": 7.154359991545789e-05, "step": 26480, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009919829957652838, "weighted_relation_loss": 0.0009919829957652838 }, { "action_query_norm": 39.61808052062988, "action_relation_loss": 0.0009185533213894814, "auxiliary_loss_weight": 1.0, "epoch": 24.780168381665106, "flow_matching_loss": 0.0168478443287313, "grad_norm": 0.09147733449935913, "learning_rate": 3.6981452820255837e-06, "loss": 0.0178, "relation_loss": 0.000991474074544385, "selected_pairs": 26734.9, "state_query_norm": 41.85606422424316, "state_relation_loss": 7.292075897566975e-05, "step": 26490, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.000991474074544385, "weighted_relation_loss": 0.000991474074544385 }, { "action_query_norm": 39.635884857177736, "action_relation_loss": 0.0009013767878059298, "auxiliary_loss_weight": 1.0, "epoch": 24.78952291861553, "flow_matching_loss": 0.01625341260805726, "grad_norm": 0.18466702103614807, "learning_rate": 3.6773709746622363e-06, "loss": 0.0172, "relation_loss": 0.0009771408687811345, "selected_pairs": 26624.0, "state_query_norm": 41.87025489807129, "state_relation_loss": 7.57640867959708e-05, "step": 26500, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0009771408687811345, "weighted_relation_loss": 0.0009771408687811345 }, { "action_query_norm": 39.626820755004886, "action_relation_loss": 0.0008928596682380885, "auxiliary_loss_weight": 1.0, "epoch": 24.79887745556595, "flow_matching_loss": 0.015010589640587569, "grad_norm": 0.09104015678167343, "learning_rate": 3.6566529536610995e-06, "loss": 0.016, "relation_loss": 0.0009637141483835876, "selected_pairs": 26500.9, "state_query_norm": 41.88348388671875, "state_relation_loss": 7.085449033183977e-05, "step": 26510, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009637141483835876, "weighted_relation_loss": 0.0009637141483835876 }, { "action_query_norm": 39.662906646728516, "action_relation_loss": 0.0008854836691170931, "auxiliary_loss_weight": 1.0, "epoch": 24.80823199251637, "flow_matching_loss": 0.014466733392328023, "grad_norm": 0.10737787187099457, "learning_rate": 3.635991244196513e-06, "loss": 0.0154, "relation_loss": 0.0009598117845598608, "selected_pairs": 26987.8, "state_query_norm": 41.88660202026367, "state_relation_loss": 7.432811544276774e-05, "step": 26520, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009598117845598608, "weighted_relation_loss": 0.0009598117845598608 }, { "action_query_norm": 39.63901252746582, "action_relation_loss": 0.0009135630098171532, "auxiliary_loss_weight": 1.0, "epoch": 24.81758652946679, "flow_matching_loss": 0.01861895713955164, "grad_norm": 0.10467588901519775, "learning_rate": 3.615385871374405e-06, "loss": 0.0196, "relation_loss": 0.0009829101851209997, "selected_pairs": 26823.8, "state_query_norm": 41.89775924682617, "state_relation_loss": 6.934717239346356e-05, "step": 26530, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009829101851209997, "weighted_relation_loss": 0.0009829101851209997 }, { "action_query_norm": 39.667897415161136, "action_relation_loss": 0.0009255502955056727, "auxiliary_loss_weight": 1.0, "epoch": 24.826941066417213, "flow_matching_loss": 0.017526093870401382, "grad_norm": 0.09814257174730301, "learning_rate": 3.5948368602322367e-06, "loss": 0.0185, "relation_loss": 0.0009978018642868847, "selected_pairs": 27078.5, "state_query_norm": 41.888078689575195, "state_relation_loss": 7.225157314678654e-05, "step": 26540, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0009978018642868847, "weighted_relation_loss": 0.0009978018642868847 }, { "action_query_norm": 39.684003829956055, "action_relation_loss": 0.0008825593104120344, "auxiliary_loss_weight": 1.0, "epoch": 24.836295603367635, "flow_matching_loss": 0.017084008175879718, "grad_norm": 0.0950678363442421, "learning_rate": 3.5743442357390187e-06, "loss": 0.018, "relation_loss": 0.0009544408007059246, "selected_pairs": 26732.4, "state_query_norm": 41.88298416137695, "state_relation_loss": 7.18814928404754e-05, "step": 26550, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009544408007059246, "weighted_relation_loss": 0.0009544408007059246 }, { "action_query_norm": 39.62660942077637, "action_relation_loss": 0.0009041894401889295, "auxiliary_loss_weight": 1.0, "epoch": 24.845650140318053, "flow_matching_loss": 0.016121591813862322, "grad_norm": 0.12108322978019714, "learning_rate": 3.5539080227951937e-06, "loss": 0.0171, "relation_loss": 0.0009774712612852453, "selected_pairs": 27386.1, "state_query_norm": 41.87664985656738, "state_relation_loss": 7.328180072363466e-05, "step": 26560, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0009774712612852453, "weighted_relation_loss": 0.0009774712612852453 }, { "action_query_norm": 39.62976226806641, "action_relation_loss": 0.0009164384624455124, "auxiliary_loss_weight": 1.0, "epoch": 24.855004677268475, "flow_matching_loss": 0.015333004016429185, "grad_norm": 0.1555783897638321, "learning_rate": 3.533528246232709e-06, "loss": 0.0163, "relation_loss": 0.0009860316466074436, "selected_pairs": 26621.6, "state_query_norm": 41.892734146118165, "state_relation_loss": 6.959317797736731e-05, "step": 26570, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0009860316466074436, "weighted_relation_loss": 0.0009860316466074436 }, { "action_query_norm": 39.62796173095703, "action_relation_loss": 0.0009345977916382254, "auxiliary_loss_weight": 1.0, "epoch": 24.864359214218897, "flow_matching_loss": 0.013997543603181839, "grad_norm": 0.13208851218223572, "learning_rate": 3.5132049308149117e-06, "loss": 0.015, "relation_loss": 0.001006208430044353, "selected_pairs": 27155.4, "state_query_norm": 41.889534378051756, "state_relation_loss": 7.161066023400053e-05, "step": 26580, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.001006208430044353, "weighted_relation_loss": 0.001006208430044353 }, { "action_query_norm": 39.667254257202146, "action_relation_loss": 0.0008905451570171863, "auxiliary_loss_weight": 1.0, "epoch": 24.873713751169316, "flow_matching_loss": 0.015600574016571046, "grad_norm": 0.11501195281744003, "learning_rate": 3.4929381012365425e-06, "loss": 0.0166, "relation_loss": 0.0009646615362726152, "selected_pairs": 26755.4, "state_query_norm": 41.89408531188965, "state_relation_loss": 7.41163814382162e-05, "step": 26590, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009646615362726152, "weighted_relation_loss": 0.0009646615362726152 }, { "action_query_norm": 39.63995895385742, "action_relation_loss": 0.0008755947172176092, "auxiliary_loss_weight": 1.0, "epoch": 24.883068288119738, "flow_matching_loss": 0.015635400358587504, "grad_norm": 0.09641318768262863, "learning_rate": 3.472727782123697e-06, "loss": 0.0166, "relation_loss": 0.0009515350160654634, "selected_pairs": 27486.0, "state_query_norm": 41.8782901763916, "state_relation_loss": 7.594029739266261e-05, "step": 26600, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0009515350160654634, "weighted_relation_loss": 0.0009515350160654634 }, { "action_query_norm": 39.65128746032715, "action_relation_loss": 0.0009704701835289598, "auxiliary_loss_weight": 1.0, "epoch": 24.89242282507016, "flow_matching_loss": 0.015276941284537316, "grad_norm": 0.10688894242048264, "learning_rate": 3.4525739980338425e-06, "loss": 0.0163, "relation_loss": 0.0010413467884063722, "selected_pairs": 26988.9, "state_query_norm": 41.87557792663574, "state_relation_loss": 7.087661360856145e-05, "step": 26610, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0010413467884063722, "weighted_relation_loss": 0.0010413467884063722 }, { "action_query_norm": 39.61163063049317, "action_relation_loss": 0.0009073043300304561, "auxiliary_loss_weight": 1.0, "epoch": 24.90177736202058, "flow_matching_loss": 0.016218674555420875, "grad_norm": 0.15417544543743134, "learning_rate": 3.432476773455712e-06, "loss": 0.0172, "relation_loss": 0.0009767894574906678, "selected_pairs": 27061.7, "state_query_norm": 41.8619571685791, "state_relation_loss": 6.948513109819032e-05, "step": 26620, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009767894574906678, "weighted_relation_loss": 0.0009767894574906678 }, { "action_query_norm": 39.65698585510254, "action_relation_loss": 0.0008526358171366156, "auxiliary_loss_weight": 1.0, "epoch": 24.911131898971, "flow_matching_loss": 0.014957844279706478, "grad_norm": 0.0957469642162323, "learning_rate": 3.4124361328093378e-06, "loss": 0.0159, "relation_loss": 0.0009282517421524972, "selected_pairs": 26921.1, "state_query_norm": 41.85503158569336, "state_relation_loss": 7.56159242882859e-05, "step": 26630, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009282517421524972, "weighted_relation_loss": 0.0009282517421524972 }, { "action_query_norm": 39.64010009765625, "action_relation_loss": 0.0009075729292817413, "auxiliary_loss_weight": 1.0, "epoch": 24.920486435921422, "flow_matching_loss": 0.017459241673350334, "grad_norm": 0.10330759733915329, "learning_rate": 3.392452100445975e-06, "loss": 0.0184, "relation_loss": 0.0009825169283431024, "selected_pairs": 26167.9, "state_query_norm": 41.87077941894531, "state_relation_loss": 7.494400269933977e-05, "step": 26640, "valid_action_samples": 229.2, "weighted_auxiliary_loss": 0.0009825169283431024, "weighted_relation_loss": 0.0009825169283431024 }, { "action_query_norm": 39.67158470153809, "action_relation_loss": 0.0009076482267118991, "auxiliary_loss_weight": 1.0, "epoch": 24.929840972871844, "flow_matching_loss": 0.01746275769546628, "grad_norm": 0.09948833286762238, "learning_rate": 3.3725247006481163e-06, "loss": 0.0184, "relation_loss": 0.0009797724662348628, "selected_pairs": 26805.8, "state_query_norm": 41.87612648010254, "state_relation_loss": 7.212424025055952e-05, "step": 26650, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009797724662348628, "weighted_relation_loss": 0.0009797724662348628 }, { "action_query_norm": 39.6728759765625, "action_relation_loss": 0.0009041184617672116, "auxiliary_loss_weight": 1.0, "epoch": 24.939195509822262, "flow_matching_loss": 0.01661729849874973, "grad_norm": 0.08960279077291489, "learning_rate": 3.3526539576294313e-06, "loss": 0.0176, "relation_loss": 0.000978225440485403, "selected_pairs": 26824.6, "state_query_norm": 41.87129669189453, "state_relation_loss": 7.410698526655324e-05, "step": 26660, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.000978225440485403, "weighted_relation_loss": 0.000978225440485403 }, { "action_query_norm": 39.620840835571286, "action_relation_loss": 0.0009067269507795572, "auxiliary_loss_weight": 1.0, "epoch": 24.948550046772684, "flow_matching_loss": 0.014280292857438325, "grad_norm": 0.08905833214521408, "learning_rate": 3.332839895534745e-06, "loss": 0.0153, "relation_loss": 0.0009776836261153222, "selected_pairs": 26559.0, "state_query_norm": 41.89307174682617, "state_relation_loss": 7.095667606336065e-05, "step": 26670, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0009776836261153222, "weighted_relation_loss": 0.0009776836261153222 }, { "action_query_norm": 39.657937622070314, "action_relation_loss": 0.0008603361318819224, "auxiliary_loss_weight": 1.0, "epoch": 24.957904583723106, "flow_matching_loss": 0.014845180511474609, "grad_norm": 0.08493076264858246, "learning_rate": 3.3130825384400155e-06, "loss": 0.0158, "relation_loss": 0.0009302789811044931, "selected_pairs": 27244.6, "state_query_norm": 41.90447998046875, "state_relation_loss": 6.994283903623e-05, "step": 26680, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009302789811044931, "weighted_relation_loss": 0.0009302789811044931 }, { "action_query_norm": 39.67068748474121, "action_relation_loss": 0.0009061620919965207, "auxiliary_loss_weight": 1.0, "epoch": 24.96725912067353, "flow_matching_loss": 0.016867816727608443, "grad_norm": 0.13624078035354614, "learning_rate": 3.293381910352278e-06, "loss": 0.0178, "relation_loss": 0.0009787655901163817, "selected_pairs": 27035.9, "state_query_norm": 41.87907791137695, "state_relation_loss": 7.260351339937188e-05, "step": 26690, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009787655901163817, "weighted_relation_loss": 0.0009787655901163817 }, { "action_query_norm": 39.69578819274902, "action_relation_loss": 0.0008323817513883114, "auxiliary_loss_weight": 1.0, "epoch": 24.976613657623947, "flow_matching_loss": 0.016641771607100963, "grad_norm": 0.09162028878927231, "learning_rate": 3.273738035209678e-06, "loss": 0.0175, "relation_loss": 0.0009048223437275738, "selected_pairs": 26709.1, "state_query_norm": 41.85835723876953, "state_relation_loss": 7.244058579090052e-05, "step": 26700, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0009048223437275738, "weighted_relation_loss": 0.0009048223437275738 }, { "action_query_norm": 39.67858200073242, "action_relation_loss": 0.0008996942604426294, "auxiliary_loss_weight": 1.0, "epoch": 24.98596819457437, "flow_matching_loss": 0.016546560544520618, "grad_norm": 0.10807742178440094, "learning_rate": 3.254150936881356e-06, "loss": 0.0175, "relation_loss": 0.0009716256405226886, "selected_pairs": 26479.0, "state_query_norm": 41.883810424804686, "state_relation_loss": 7.193138226284646e-05, "step": 26710, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0009716256405226886, "weighted_relation_loss": 0.0009716256405226886 }, { "action_query_norm": 39.6477653503418, "action_relation_loss": 0.0008804543700534851, "auxiliary_loss_weight": 1.0, "epoch": 24.99532273152479, "flow_matching_loss": 0.015110890101641416, "grad_norm": 0.1785440891981125, "learning_rate": 3.234620639167496e-06, "loss": 0.0161, "relation_loss": 0.0009531219373457133, "selected_pairs": 26271.5, "state_query_norm": 41.875718688964845, "state_relation_loss": 7.266756874741986e-05, "step": 26720, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0009531219373457133, "weighted_relation_loss": 0.0009531219373457133 }, { "action_query_norm": 39.66155014038086, "action_relation_loss": 0.0008767570194322616, "auxiliary_loss_weight": 1.0, "epoch": 25.00467726847521, "flow_matching_loss": 0.015231436491012574, "grad_norm": 0.08754817396402359, "learning_rate": 3.2151471657992482e-06, "loss": 0.0162, "relation_loss": 0.0009545787121169269, "selected_pairs": 24424.8, "state_query_norm": 41.85646514892578, "state_relation_loss": 7.78216912294738e-05, "step": 26730, "valid_action_samples": 214.9, "weighted_auxiliary_loss": 0.0009545787121169269, "weighted_relation_loss": 0.0009545787121169269 }, { "action_query_norm": 39.66976699829102, "action_relation_loss": 0.0009082972013857215, "auxiliary_loss_weight": 1.0, "epoch": 25.01403180542563, "flow_matching_loss": 0.01676566507667303, "grad_norm": 0.17227396368980408, "learning_rate": 3.195730540438718e-06, "loss": 0.0177, "relation_loss": 0.0009792527358513325, "selected_pairs": 26532.7, "state_query_norm": 41.8820743560791, "state_relation_loss": 7.095553155522794e-05, "step": 26740, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009792527358513325, "weighted_relation_loss": 0.0009792527358513325 }, { "action_query_norm": 39.635731887817386, "action_relation_loss": 0.0008856554166413843, "auxiliary_loss_weight": 1.0, "epoch": 25.023386342376053, "flow_matching_loss": 0.01817179685458541, "grad_norm": 0.14294065535068512, "learning_rate": 3.1763707866789336e-06, "loss": 0.0191, "relation_loss": 0.0009576460462994874, "selected_pairs": 26872.2, "state_query_norm": 41.881818771362305, "state_relation_loss": 7.199062820291146e-05, "step": 26750, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009576460462994874, "weighted_relation_loss": 0.0009576460462994874 }, { "action_query_norm": 39.672926330566405, "action_relation_loss": 0.00086411505471915, "auxiliary_loss_weight": 1.0, "epoch": 25.03274087932647, "flow_matching_loss": 0.015985178761184216, "grad_norm": 0.10434707254171371, "learning_rate": 3.1570679280438165e-06, "loss": 0.0169, "relation_loss": 0.000932595320045948, "selected_pairs": 27334.5, "state_query_norm": 41.89159240722656, "state_relation_loss": 6.848027187515982e-05, "step": 26760, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.000932595320045948, "weighted_relation_loss": 0.000932595320045948 }, { "action_query_norm": 39.636404037475586, "action_relation_loss": 0.000894047471228987, "auxiliary_loss_weight": 1.0, "epoch": 25.042095416276894, "flow_matching_loss": 0.015429922100156545, "grad_norm": 0.08965949714183807, "learning_rate": 3.1378219879881767e-06, "loss": 0.0164, "relation_loss": 0.0009669731487520039, "selected_pairs": 26759.2, "state_query_norm": 41.892121124267575, "state_relation_loss": 7.292567752301694e-05, "step": 26770, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009669731487520039, "weighted_relation_loss": 0.0009669731487520039 }, { "action_query_norm": 39.674739074707034, "action_relation_loss": 0.0008988177287392318, "auxiliary_loss_weight": 1.0, "epoch": 25.051449953227316, "flow_matching_loss": 0.01680777734145522, "grad_norm": 0.10252218693494797, "learning_rate": 3.11863298989763e-06, "loss": 0.0178, "relation_loss": 0.0009708246914669871, "selected_pairs": 27291.6, "state_query_norm": 41.857889556884764, "state_relation_loss": 7.200696418294684e-05, "step": 26780, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0009708246914669871, "weighted_relation_loss": 0.0009708246914669871 }, { "action_query_norm": 39.72322158813476, "action_relation_loss": 0.0008745296625420451, "auxiliary_loss_weight": 1.0, "epoch": 25.060804490177738, "flow_matching_loss": 0.015183998178690672, "grad_norm": 0.08947357535362244, "learning_rate": 3.0995009570886303e-06, "loss": 0.0161, "relation_loss": 0.0009458144952077419, "selected_pairs": 27340.9, "state_query_norm": 41.893134689331056, "state_relation_loss": 7.128482830012217e-05, "step": 26790, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009458144952077419, "weighted_relation_loss": 0.0009458144952077419 }, { "action_query_norm": 39.64872398376465, "action_relation_loss": 0.0009031562658492476, "auxiliary_loss_weight": 1.0, "epoch": 25.070159027128156, "flow_matching_loss": 0.01489031668752432, "grad_norm": 0.10361263900995255, "learning_rate": 3.0804259128083936e-06, "loss": 0.0159, "relation_loss": 0.000979761709459126, "selected_pairs": 27036.1, "state_query_norm": 41.87743873596192, "state_relation_loss": 7.660544433747418e-05, "step": 26800, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.000979761709459126, "weighted_relation_loss": 0.000979761709459126 }, { "action_query_norm": 39.66851387023926, "action_relation_loss": 0.0008662171196192503, "auxiliary_loss_weight": 1.0, "epoch": 25.079513564078578, "flow_matching_loss": 0.015887696482241153, "grad_norm": 0.1585412174463272, "learning_rate": 3.06140788023489e-06, "loss": 0.0168, "relation_loss": 0.0009390266088303179, "selected_pairs": 27618.5, "state_query_norm": 41.882158279418945, "state_relation_loss": 7.280948557308875e-05, "step": 26810, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.0009390266088303179, "weighted_relation_loss": 0.0009390266088303179 }, { "action_query_norm": 39.63195610046387, "action_relation_loss": 0.0009304075967520476, "auxiliary_loss_weight": 1.0, "epoch": 25.088868101029, "flow_matching_loss": 0.015803261194378138, "grad_norm": 0.11090075224637985, "learning_rate": 3.042446882476846e-06, "loss": 0.0168, "relation_loss": 0.0010027514596004038, "selected_pairs": 27602.7, "state_query_norm": 41.88927116394043, "state_relation_loss": 7.234386939671821e-05, "step": 26820, "valid_action_samples": 235.4, "weighted_auxiliary_loss": 0.0010027514596004038, "weighted_relation_loss": 0.0010027514596004038 }, { "action_query_norm": 39.598168182373044, "action_relation_loss": 0.0008762929472140967, "auxiliary_loss_weight": 1.0, "epoch": 25.09822263797942, "flow_matching_loss": 0.015683733951300384, "grad_norm": 0.09333687275648117, "learning_rate": 3.023542942573643e-06, "loss": 0.0166, "relation_loss": 0.0009473476151470095, "selected_pairs": 26807.6, "state_query_norm": 41.846276092529294, "state_relation_loss": 7.105467811925336e-05, "step": 26830, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009473476151470095, "weighted_relation_loss": 0.0009473476151470095 }, { "action_query_norm": 39.675053405761716, "action_relation_loss": 0.0009077587921638042, "auxiliary_loss_weight": 1.0, "epoch": 25.10757717492984, "flow_matching_loss": 0.014762382954359055, "grad_norm": 0.09098543226718903, "learning_rate": 3.004696083495351e-06, "loss": 0.0157, "relation_loss": 0.0009782740846276284, "selected_pairs": 27126.7, "state_query_norm": 41.88989143371582, "state_relation_loss": 7.051529028103686e-05, "step": 26840, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0009782740846276284, "weighted_relation_loss": 0.0009782740846276284 }, { "action_query_norm": 39.63624267578125, "action_relation_loss": 0.0009096520545426757, "auxiliary_loss_weight": 1.0, "epoch": 25.116931711880262, "flow_matching_loss": 0.016682927776128054, "grad_norm": 0.11164301633834839, "learning_rate": 2.98590632814269e-06, "loss": 0.0177, "relation_loss": 0.0009803646651562303, "selected_pairs": 27054.0, "state_query_norm": 41.86977958679199, "state_relation_loss": 7.071259788062889e-05, "step": 26850, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009803646651562303, "weighted_relation_loss": 0.0009803646651562303 }, { "action_query_norm": 39.62252616882324, "action_relation_loss": 0.0008820203540381045, "auxiliary_loss_weight": 1.0, "epoch": 25.126286248830684, "flow_matching_loss": 0.016625765711069107, "grad_norm": 0.1166820079088211, "learning_rate": 2.9671736993469702e-06, "loss": 0.0176, "relation_loss": 0.0009561201964970678, "selected_pairs": 26206.7, "state_query_norm": 41.86268920898438, "state_relation_loss": 7.409984536934643e-05, "step": 26860, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.0009561201964970678, "weighted_relation_loss": 0.0009561201964970678 }, { "action_query_norm": 39.66965560913086, "action_relation_loss": 0.0008639160136226564, "auxiliary_loss_weight": 1.0, "epoch": 25.135640785781103, "flow_matching_loss": 0.014878455363214017, "grad_norm": 0.10472092777490616, "learning_rate": 2.9484982198701216e-06, "loss": 0.0158, "relation_loss": 0.0009362732118461281, "selected_pairs": 26733.7, "state_query_norm": 41.87066650390625, "state_relation_loss": 7.235720404423774e-05, "step": 26870, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009362732118461281, "weighted_relation_loss": 0.0009362732118461281 }, { "action_query_norm": 39.59205017089844, "action_relation_loss": 0.0009115985652897507, "auxiliary_loss_weight": 1.0, "epoch": 25.144995322731525, "flow_matching_loss": 0.015622481610625983, "grad_norm": 0.12030352652072906, "learning_rate": 2.929879912404604e-06, "loss": 0.0166, "relation_loss": 0.0009829982533119618, "selected_pairs": 27156.1, "state_query_norm": 41.873312377929686, "state_relation_loss": 7.139970184653067e-05, "step": 26880, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0009829982533119618, "weighted_relation_loss": 0.0009829982533119618 }, { "action_query_norm": 39.7108341217041, "action_relation_loss": 0.0009040143573656678, "auxiliary_loss_weight": 1.0, "epoch": 25.154349859681947, "flow_matching_loss": 0.016121668461710214, "grad_norm": 0.11107154190540314, "learning_rate": 2.9113187995734147e-06, "loss": 0.0171, "relation_loss": 0.0009749117481987924, "selected_pairs": 27372.3, "state_query_norm": 41.877095794677736, "state_relation_loss": 7.08973835571669e-05, "step": 26890, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009749117481987924, "weighted_relation_loss": 0.0009749117481987924 }, { "action_query_norm": 39.703239822387694, "action_relation_loss": 0.0008911298587918282, "auxiliary_loss_weight": 1.0, "epoch": 25.163704396632365, "flow_matching_loss": 0.01443872731178999, "grad_norm": 0.14949214458465576, "learning_rate": 2.8928149039300524e-06, "loss": 0.0154, "relation_loss": 0.0009689067141152918, "selected_pairs": 27436.6, "state_query_norm": 41.86292724609375, "state_relation_loss": 7.77768531406764e-05, "step": 26900, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.0009689067141152918, "weighted_relation_loss": 0.0009689067141152918 }, { "action_query_norm": 39.628395080566406, "action_relation_loss": 0.0009105970675591379, "auxiliary_loss_weight": 1.0, "epoch": 25.173058933582787, "flow_matching_loss": 0.014902983512729406, "grad_norm": 0.11117589473724365, "learning_rate": 2.8743682479584975e-06, "loss": 0.0159, "relation_loss": 0.0009796895203180612, "selected_pairs": 27062.2, "state_query_norm": 41.856004333496095, "state_relation_loss": 6.90924447553698e-05, "step": 26910, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009796895203180612, "weighted_relation_loss": 0.0009796895203180612 }, { "action_query_norm": 39.673302459716794, "action_relation_loss": 0.0008760081778746098, "auxiliary_loss_weight": 1.0, "epoch": 25.18241347053321, "flow_matching_loss": 0.016226501576602458, "grad_norm": 0.09282805770635605, "learning_rate": 2.8559788540731824e-06, "loss": 0.0172, "relation_loss": 0.0009488634299486875, "selected_pairs": 26963.9, "state_query_norm": 41.87430953979492, "state_relation_loss": 7.285525498446077e-05, "step": 26920, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009488634299486875, "weighted_relation_loss": 0.0009488634299486875 }, { "action_query_norm": 39.664811325073245, "action_relation_loss": 0.0009074640343897045, "auxiliary_loss_weight": 1.0, "epoch": 25.19176800748363, "flow_matching_loss": 0.016191073786467315, "grad_norm": 0.10703232139348984, "learning_rate": 2.8376467446189493e-06, "loss": 0.0172, "relation_loss": 0.0009787838847842068, "selected_pairs": 26874.1, "state_query_norm": 41.86488304138184, "state_relation_loss": 7.131985112209804e-05, "step": 26930, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009787838847842068, "weighted_relation_loss": 0.0009787838847842068 }, { "action_query_norm": 39.652221298217775, "action_relation_loss": 0.0009301560057792813, "auxiliary_loss_weight": 1.0, "epoch": 25.20112254443405, "flow_matching_loss": 0.01520815771073103, "grad_norm": 0.10461783409118652, "learning_rate": 2.8193719418710406e-06, "loss": 0.0162, "relation_loss": 0.0010070154385175556, "selected_pairs": 26698.5, "state_query_norm": 41.85964393615723, "state_relation_loss": 7.685943564865738e-05, "step": 26940, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0010070154385175556, "weighted_relation_loss": 0.0010070154385175556 }, { "action_query_norm": 39.650915908813474, "action_relation_loss": 0.0008903648937121034, "auxiliary_loss_weight": 1.0, "epoch": 25.21047708138447, "flow_matching_loss": 0.01599861737340689, "grad_norm": 0.09567037969827652, "learning_rate": 2.8011544680350667e-06, "loss": 0.017, "relation_loss": 0.0009632275206968189, "selected_pairs": 26916.6, "state_query_norm": 41.85034065246582, "state_relation_loss": 7.286263353307731e-05, "step": 26950, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009632275206968189, "weighted_relation_loss": 0.0009632275206968189 }, { "action_query_norm": 39.64620933532715, "action_relation_loss": 0.0008826684963423759, "auxiliary_loss_weight": 1.0, "epoch": 25.219831618334894, "flow_matching_loss": 0.01578133963048458, "grad_norm": 0.09879422187805176, "learning_rate": 2.7829943452469753e-06, "loss": 0.0167, "relation_loss": 0.0009537226636894047, "selected_pairs": 26252.4, "state_query_norm": 41.87533760070801, "state_relation_loss": 7.105416298145429e-05, "step": 26960, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.0009537226636894047, "weighted_relation_loss": 0.0009537226636894047 }, { "action_query_norm": 39.66032676696777, "action_relation_loss": 0.0009404433483723551, "auxiliary_loss_weight": 1.0, "epoch": 25.229186155285312, "flow_matching_loss": 0.01488957116380334, "grad_norm": 0.1166117861866951, "learning_rate": 2.7648915955730213e-06, "loss": 0.0159, "relation_loss": 0.0010152757458854467, "selected_pairs": 27243.6, "state_query_norm": 41.86651420593262, "state_relation_loss": 7.48323836887721e-05, "step": 26970, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0010152757458854467, "weighted_relation_loss": 0.0010152757458854467 }, { "action_query_norm": 39.684579086303714, "action_relation_loss": 0.0008744737831875681, "auxiliary_loss_weight": 1.0, "epoch": 25.238540692235734, "flow_matching_loss": 0.01447580400854349, "grad_norm": 0.08738978952169418, "learning_rate": 2.746846241009765e-06, "loss": 0.0154, "relation_loss": 0.000945954822236672, "selected_pairs": 27429.0, "state_query_norm": 41.8771255493164, "state_relation_loss": 7.148104268708266e-05, "step": 26980, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.000945954822236672, "weighted_relation_loss": 0.000945954822236672 }, { "action_query_norm": 39.68146896362305, "action_relation_loss": 0.0008807344362139702, "auxiliary_loss_weight": 1.0, "epoch": 25.247895229186156, "flow_matching_loss": 0.016253172513097526, "grad_norm": 0.08410736918449402, "learning_rate": 2.7288583034839945e-06, "loss": 0.0172, "relation_loss": 0.0009525625617243349, "selected_pairs": 26765.5, "state_query_norm": 41.87154426574707, "state_relation_loss": 7.182813205872663e-05, "step": 26990, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009525625617243349, "weighted_relation_loss": 0.0009525625617243349 }, { "action_query_norm": 39.70161819458008, "action_relation_loss": 0.0008306110044941306, "auxiliary_loss_weight": 1.0, "epoch": 25.257249766136574, "flow_matching_loss": 0.016872160974889992, "grad_norm": 0.13074266910552979, "learning_rate": 2.7109278048527752e-06, "loss": 0.0178, "relation_loss": 0.00090193283976987, "selected_pairs": 27078.4, "state_query_norm": 41.86245918273926, "state_relation_loss": 7.132182981877122e-05, "step": 27000, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.00090193283976987, "weighted_relation_loss": 0.00090193283976987 }, { "action_query_norm": 39.62060356140137, "action_relation_loss": 0.0009129073820076883, "auxiliary_loss_weight": 1.0, "epoch": 25.266604303086996, "flow_matching_loss": 0.014967519417405128, "grad_norm": 0.10547448694705963, "learning_rate": 2.6930547669033413e-06, "loss": 0.016, "relation_loss": 0.000985588616458699, "selected_pairs": 26503.1, "state_query_norm": 41.86387062072754, "state_relation_loss": 7.268123990797904e-05, "step": 27010, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.000985588616458699, "weighted_relation_loss": 0.000985588616458699 }, { "action_query_norm": 39.66051177978515, "action_relation_loss": 0.0008654964214656502, "auxiliary_loss_weight": 1.0, "epoch": 25.27595884003742, "flow_matching_loss": 0.0162355937063694, "grad_norm": 0.09975717216730118, "learning_rate": 2.675239211353109e-06, "loss": 0.0172, "relation_loss": 0.0009407988691236824, "selected_pairs": 26916.3, "state_query_norm": 41.8670711517334, "state_relation_loss": 7.530243128712754e-05, "step": 27020, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009407988691236824, "weighted_relation_loss": 0.0009407988691236824 }, { "action_query_norm": 39.69667778015137, "action_relation_loss": 0.0008598733344115317, "auxiliary_loss_weight": 1.0, "epoch": 25.28531337698784, "flow_matching_loss": 0.015129115525633096, "grad_norm": 0.08540557324886322, "learning_rate": 2.6574811598496786e-06, "loss": 0.0161, "relation_loss": 0.0009290678892284632, "selected_pairs": 26648.8, "state_query_norm": 41.87453079223633, "state_relation_loss": 6.919456063769758e-05, "step": 27030, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0009290678892284632, "weighted_relation_loss": 0.0009290678892284632 }, { "action_query_norm": 39.66443977355957, "action_relation_loss": 0.0009044169040862471, "auxiliary_loss_weight": 1.0, "epoch": 25.29466791393826, "flow_matching_loss": 0.016274064406752588, "grad_norm": 0.14387640357017517, "learning_rate": 2.6397806339707456e-06, "loss": 0.0173, "relation_loss": 0.0009760221000760794, "selected_pairs": 26339.6, "state_query_norm": 41.85658988952637, "state_relation_loss": 7.160519671742805e-05, "step": 27040, "valid_action_samples": 230.0, "weighted_auxiliary_loss": 0.0009760221000760794, "weighted_relation_loss": 0.0009760221000760794 }, { "action_query_norm": 39.63493690490723, "action_relation_loss": 0.0008873185608536005, "auxiliary_loss_weight": 1.0, "epoch": 25.30402245088868, "flow_matching_loss": 0.014859911706298589, "grad_norm": 0.11071638017892838, "learning_rate": 2.6221376552241217e-06, "loss": 0.0158, "relation_loss": 0.000959739403333515, "selected_pairs": 26583.7, "state_query_norm": 41.86204452514649, "state_relation_loss": 7.242082647280767e-05, "step": 27050, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.000959739403333515, "weighted_relation_loss": 0.000959739403333515 }, { "action_query_norm": 39.62471809387207, "action_relation_loss": 0.0008719245437532663, "auxiliary_loss_weight": 1.0, "epoch": 25.313376987839103, "flow_matching_loss": 0.01449693962931633, "grad_norm": 0.11409670859575272, "learning_rate": 2.604552245047681e-06, "loss": 0.0154, "relation_loss": 0.0009501790686044842, "selected_pairs": 26685.0, "state_query_norm": 41.837389373779295, "state_relation_loss": 7.825452557881362e-05, "step": 27060, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0009501790686044842, "weighted_relation_loss": 0.0009501790686044842 }, { "action_query_norm": 39.60242614746094, "action_relation_loss": 0.0008674164768308401, "auxiliary_loss_weight": 1.0, "epoch": 25.32273152478952, "flow_matching_loss": 0.01571193803101778, "grad_norm": 0.09680254757404327, "learning_rate": 2.587024424809359e-06, "loss": 0.0167, "relation_loss": 0.0009404790529515594, "selected_pairs": 26525.5, "state_query_norm": 41.874203491210935, "state_relation_loss": 7.30625783035066e-05, "step": 27070, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009404790529515594, "weighted_relation_loss": 0.0009404790529515594 }, { "action_query_norm": 39.63177375793457, "action_relation_loss": 0.0008788893581368029, "auxiliary_loss_weight": 1.0, "epoch": 25.332086061739943, "flow_matching_loss": 0.014825086947530508, "grad_norm": 0.09659114480018616, "learning_rate": 2.5695542158071186e-06, "loss": 0.0158, "relation_loss": 0.000951351597905159, "selected_pairs": 26923.0, "state_query_norm": 41.87208557128906, "state_relation_loss": 7.246223321999423e-05, "step": 27080, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.000951351597905159, "weighted_relation_loss": 0.000951351597905159 }, { "action_query_norm": 39.63889350891113, "action_relation_loss": 0.0008934522164054215, "auxiliary_loss_weight": 1.0, "epoch": 25.341440598690365, "flow_matching_loss": 0.015243793651461602, "grad_norm": 0.12511977553367615, "learning_rate": 2.5521416392689068e-06, "loss": 0.0162, "relation_loss": 0.0009656674461439252, "selected_pairs": 26053.7, "state_query_norm": 41.84023590087891, "state_relation_loss": 7.221523483167403e-05, "step": 27090, "valid_action_samples": 228.7, "weighted_auxiliary_loss": 0.0009656674461439252, "weighted_relation_loss": 0.0009656674461439252 }, { "action_query_norm": 39.636482620239256, "action_relation_loss": 0.0008744109713006764, "auxiliary_loss_weight": 1.0, "epoch": 25.350795135640787, "flow_matching_loss": 0.01490480313077569, "grad_norm": 0.12344551831483841, "learning_rate": 2.5347867163526384e-06, "loss": 0.0158, "relation_loss": 0.0009449353034142405, "selected_pairs": 26646.4, "state_query_norm": 41.85891456604004, "state_relation_loss": 7.052435030345805e-05, "step": 27100, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0009449353034142405, "weighted_relation_loss": 0.0009449353034142405 }, { "action_query_norm": 39.591927719116214, "action_relation_loss": 0.0009374800371006131, "auxiliary_loss_weight": 1.0, "epoch": 25.360149672591206, "flow_matching_loss": 0.015745549555867912, "grad_norm": 0.1281605064868927, "learning_rate": 2.517489468146189e-06, "loss": 0.0168, "relation_loss": 0.0010116680758073926, "selected_pairs": 26331.1, "state_query_norm": 41.856183242797854, "state_relation_loss": 7.418803506880068e-05, "step": 27110, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0010116680758073926, "weighted_relation_loss": 0.0010116680758073926 }, { "action_query_norm": 39.67952651977539, "action_relation_loss": 0.0008690603543072938, "auxiliary_loss_weight": 1.0, "epoch": 25.369504209541628, "flow_matching_loss": 0.015978868026286362, "grad_norm": 0.09804314374923706, "learning_rate": 2.500249915667341e-06, "loss": 0.0169, "relation_loss": 0.0009418723173439502, "selected_pairs": 27032.1, "state_query_norm": 41.882388305664065, "state_relation_loss": 7.281196376425214e-05, "step": 27120, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009418723173439502, "weighted_relation_loss": 0.0009418723173439502 }, { "action_query_norm": 39.68598861694336, "action_relation_loss": 0.0008520279603544623, "auxiliary_loss_weight": 1.0, "epoch": 25.37885874649205, "flow_matching_loss": 0.014847141969949008, "grad_norm": 0.09879640489816666, "learning_rate": 2.4830680798637817e-06, "loss": 0.0158, "relation_loss": 0.0009270097885746509, "selected_pairs": 26896.3, "state_query_norm": 41.86321487426758, "state_relation_loss": 7.498181948903949e-05, "step": 27130, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009270097885746509, "weighted_relation_loss": 0.0009270097885746509 }, { "action_query_norm": 39.65447654724121, "action_relation_loss": 0.0008446457621175795, "auxiliary_loss_weight": 1.0, "epoch": 25.388213283442468, "flow_matching_loss": 0.016398245003074408, "grad_norm": 0.10420732200145721, "learning_rate": 2.465943981613056e-06, "loss": 0.0173, "relation_loss": 0.0009206237271428108, "selected_pairs": 27339.1, "state_query_norm": 41.85956649780273, "state_relation_loss": 7.597797084599734e-05, "step": 27140, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009206237271428108, "weighted_relation_loss": 0.0009206237271428108 }, { "action_query_norm": 39.63589363098144, "action_relation_loss": 0.0009097616537474095, "auxiliary_loss_weight": 1.0, "epoch": 25.39756782039289, "flow_matching_loss": 0.016306533198803663, "grad_norm": 0.07832937687635422, "learning_rate": 2.448877641722569e-06, "loss": 0.0173, "relation_loss": 0.000982873881002888, "selected_pairs": 27184.9, "state_query_norm": 41.85996627807617, "state_relation_loss": 7.311224071600008e-05, "step": 27150, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.000982873881002888, "weighted_relation_loss": 0.000982873881002888 }, { "action_query_norm": 39.620063400268556, "action_relation_loss": 0.0009005152911413461, "auxiliary_loss_weight": 1.0, "epoch": 25.406922357343312, "flow_matching_loss": 0.016319817584007978, "grad_norm": 0.08860436826944351, "learning_rate": 2.431869080929522e-06, "loss": 0.0173, "relation_loss": 0.0009681441239081323, "selected_pairs": 27335.9, "state_query_norm": 41.896328353881835, "state_relation_loss": 6.762882330804131e-05, "step": 27160, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009681441239081323, "weighted_relation_loss": 0.0009681441239081323 }, { "action_query_norm": 39.70271110534668, "action_relation_loss": 0.0008449080749414861, "auxiliary_loss_weight": 1.0, "epoch": 25.416276894293734, "flow_matching_loss": 0.015531440824270248, "grad_norm": 0.11172015219926834, "learning_rate": 2.4149183199009216e-06, "loss": 0.0164, "relation_loss": 0.0009183083719108253, "selected_pairs": 26875.0, "state_query_norm": 41.88652648925781, "state_relation_loss": 7.34002940589562e-05, "step": 27170, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009183083719108253, "weighted_relation_loss": 0.0009183083719108253 }, { "action_query_norm": 39.677804183959964, "action_relation_loss": 0.0008552788116503507, "auxiliary_loss_weight": 1.0, "epoch": 25.425631431244152, "flow_matching_loss": 0.01516117425635457, "grad_norm": 0.10669843852519989, "learning_rate": 2.3980253792335427e-06, "loss": 0.0161, "relation_loss": 0.0009276543278247118, "selected_pairs": 26785.0, "state_query_norm": 41.8777156829834, "state_relation_loss": 7.237550889840349e-05, "step": 27180, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0009276543278247118, "weighted_relation_loss": 0.0009276543278247118 }, { "action_query_norm": 39.63109855651855, "action_relation_loss": 0.0008859847381245345, "auxiliary_loss_weight": 1.0, "epoch": 25.434985968194574, "flow_matching_loss": 0.01513103088364005, "grad_norm": 0.10770182311534882, "learning_rate": 2.381190279453899e-06, "loss": 0.0161, "relation_loss": 0.0009588059387169778, "selected_pairs": 26754.7, "state_query_norm": 41.86743659973145, "state_relation_loss": 7.282118749571965e-05, "step": 27190, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009588059387169778, "weighted_relation_loss": 0.0009588059387169778 }, { "action_query_norm": 39.59057960510254, "action_relation_loss": 0.0009075893205590547, "auxiliary_loss_weight": 1.0, "epoch": 25.444340505144996, "flow_matching_loss": 0.015265236515551806, "grad_norm": 0.11849770694971085, "learning_rate": 2.364413041018232e-06, "loss": 0.0162, "relation_loss": 0.000980768323643133, "selected_pairs": 26662.0, "state_query_norm": 41.8578598022461, "state_relation_loss": 7.317901217902545e-05, "step": 27200, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.000980768323643133, "weighted_relation_loss": 0.000980768323643133 }, { "action_query_norm": 39.65291404724121, "action_relation_loss": 0.0009054139547515661, "auxiliary_loss_weight": 1.0, "epoch": 25.453695042095415, "flow_matching_loss": 0.01563961962237954, "grad_norm": 0.07489535957574844, "learning_rate": 2.347693684312463e-06, "loss": 0.0166, "relation_loss": 0.0009751463483553379, "selected_pairs": 27317.7, "state_query_norm": 41.870671081542966, "state_relation_loss": 6.973238378122914e-05, "step": 27210, "valid_action_samples": 234.2, "weighted_auxiliary_loss": 0.0009751463483553379, "weighted_relation_loss": 0.0009751463483553379 }, { "action_query_norm": 39.64082641601563, "action_relation_loss": 0.0009272228344343603, "auxiliary_loss_weight": 1.0, "epoch": 25.463049579045837, "flow_matching_loss": 0.01566577944904566, "grad_norm": 0.17110523581504822, "learning_rate": 2.331032229652186e-06, "loss": 0.0167, "relation_loss": 0.000997875991743058, "selected_pairs": 26672.8, "state_query_norm": 41.86819267272949, "state_relation_loss": 7.065316167427227e-05, "step": 27220, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.000997875991743058, "weighted_relation_loss": 0.000997875991743058 }, { "action_query_norm": 39.67392768859863, "action_relation_loss": 0.0008624342910479755, "auxiliary_loss_weight": 1.0, "epoch": 25.47240411599626, "flow_matching_loss": 0.015261368732899428, "grad_norm": 0.11797086149454117, "learning_rate": 2.314428697282628e-06, "loss": 0.0162, "relation_loss": 0.0009325773047748953, "selected_pairs": 26569.9, "state_query_norm": 41.87619171142578, "state_relation_loss": 7.014302391326055e-05, "step": 27230, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0009325773047748953, "weighted_relation_loss": 0.0009325773047748953 }, { "action_query_norm": 39.652821731567386, "action_relation_loss": 0.0008764160156715661, "auxiliary_loss_weight": 1.0, "epoch": 25.48175865294668, "flow_matching_loss": 0.015349532198160886, "grad_norm": 0.07861553132534027, "learning_rate": 2.297883107378673e-06, "loss": 0.0163, "relation_loss": 0.0009480942448135465, "selected_pairs": 26504.0, "state_query_norm": 41.86081237792969, "state_relation_loss": 7.167823350755498e-05, "step": 27240, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009480942448135465, "weighted_relation_loss": 0.0009480942448135465 }, { "action_query_norm": 39.69519119262695, "action_relation_loss": 0.000853626528987661, "auxiliary_loss_weight": 1.0, "epoch": 25.4911131898971, "flow_matching_loss": 0.0151871919631958, "grad_norm": 0.10516238212585449, "learning_rate": 2.2813954800447513e-06, "loss": 0.0161, "relation_loss": 0.0009239516104571522, "selected_pairs": 26848.6, "state_query_norm": 41.85221710205078, "state_relation_loss": 7.032508801785298e-05, "step": 27250, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009239516104571522, "weighted_relation_loss": 0.0009239516104571522 }, { "action_query_norm": 39.65634422302246, "action_relation_loss": 0.0009134530846495181, "auxiliary_loss_weight": 1.0, "epoch": 25.50046772684752, "flow_matching_loss": 0.01500543737784028, "grad_norm": 0.09587015956640244, "learning_rate": 2.2649658353148974e-06, "loss": 0.016, "relation_loss": 0.0009818730992265045, "selected_pairs": 27200.8, "state_query_norm": 41.87159652709961, "state_relation_loss": 6.842000511824154e-05, "step": 27260, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009818730992265045, "weighted_relation_loss": 0.0009818730992265045 }, { "action_query_norm": 39.694990921020505, "action_relation_loss": 0.0008649024064652621, "auxiliary_loss_weight": 1.0, "epoch": 25.509822263797943, "flow_matching_loss": 0.01576734883710742, "grad_norm": 0.09971209615468979, "learning_rate": 2.2485941931526645e-06, "loss": 0.0167, "relation_loss": 0.0009405908058397472, "selected_pairs": 26897.3, "state_query_norm": 41.84257202148437, "state_relation_loss": 7.56884015572723e-05, "step": 27270, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009405908058397472, "weighted_relation_loss": 0.0009405908058397472 }, { "action_query_norm": 39.609021759033205, "action_relation_loss": 0.0008435948751866817, "auxiliary_loss_weight": 1.0, "epoch": 25.51917680074836, "flow_matching_loss": 0.015543664153665305, "grad_norm": 0.09790739417076111, "learning_rate": 2.232280573451151e-06, "loss": 0.0165, "relation_loss": 0.0009170795616228134, "selected_pairs": 27030.8, "state_query_norm": 41.861336135864256, "state_relation_loss": 7.348468570853584e-05, "step": 27280, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009170795616228134, "weighted_relation_loss": 0.0009170795616228134 }, { "action_query_norm": 39.629740142822264, "action_relation_loss": 0.0008997193130198866, "auxiliary_loss_weight": 1.0, "epoch": 25.528531337698784, "flow_matching_loss": 0.01642386568710208, "grad_norm": 0.0911327451467514, "learning_rate": 2.216024996032945e-06, "loss": 0.0174, "relation_loss": 0.0009706980898045003, "selected_pairs": 26465.1, "state_query_norm": 41.85860824584961, "state_relation_loss": 7.097877314663493e-05, "step": 27290, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009706980898045003, "weighted_relation_loss": 0.0009706980898045003 }, { "action_query_norm": 39.67556915283203, "action_relation_loss": 0.0009200059226714075, "auxiliary_loss_weight": 1.0, "epoch": 25.537885874649206, "flow_matching_loss": 0.015232015587389468, "grad_norm": 0.10417116433382034, "learning_rate": 2.1998274806501074e-06, "loss": 0.0162, "relation_loss": 0.0009918140480294825, "selected_pairs": 27131.8, "state_query_norm": 41.882342147827146, "state_relation_loss": 7.18081253580749e-05, "step": 27300, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0009918140480294825, "weighted_relation_loss": 0.0009918140480294825 }, { "action_query_norm": 39.676065826416014, "action_relation_loss": 0.0009512531745713204, "auxiliary_loss_weight": 1.0, "epoch": 25.547240411599624, "flow_matching_loss": 0.01653039949014783, "grad_norm": 0.12729565799236298, "learning_rate": 2.183688046984139e-06, "loss": 0.0176, "relation_loss": 0.0010279839916620404, "selected_pairs": 26712.3, "state_query_norm": 41.84691276550293, "state_relation_loss": 7.673081054235809e-05, "step": 27310, "valid_action_samples": 231.6, "weighted_auxiliary_loss": 0.0010279839916620404, "weighted_relation_loss": 0.0010279839916620404 }, { "action_query_norm": 39.59800148010254, "action_relation_loss": 0.0009108429017942399, "auxiliary_loss_weight": 1.0, "epoch": 25.556594948550046, "flow_matching_loss": 0.015563104674220085, "grad_norm": 0.08977604657411575, "learning_rate": 2.167606714645981e-06, "loss": 0.0165, "relation_loss": 0.0009823839529417456, "selected_pairs": 27203.6, "state_query_norm": 41.85697898864746, "state_relation_loss": 7.15410387783777e-05, "step": 27320, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009823839529417456, "weighted_relation_loss": 0.0009823839529417456 }, { "action_query_norm": 39.63368644714355, "action_relation_loss": 0.0009472113568335771, "auxiliary_loss_weight": 1.0, "epoch": 25.565949485500468, "flow_matching_loss": 0.015935658756643534, "grad_norm": 0.09520276635885239, "learning_rate": 2.151583503175958e-06, "loss": 0.017, "relation_loss": 0.0010196468268986792, "selected_pairs": 26394.5, "state_query_norm": 41.845940017700194, "state_relation_loss": 7.243546424433589e-05, "step": 27330, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0010196468268986792, "weighted_relation_loss": 0.0010196468268986792 }, { "action_query_norm": 39.641251754760745, "action_relation_loss": 0.0008997399476356804, "auxiliary_loss_weight": 1.0, "epoch": 25.57530402245089, "flow_matching_loss": 0.014688229095190764, "grad_norm": 0.0894111841917038, "learning_rate": 2.1356184320437957e-06, "loss": 0.0157, "relation_loss": 0.0009711995196994394, "selected_pairs": 26857.3, "state_query_norm": 41.87835006713867, "state_relation_loss": 7.145957060856744e-05, "step": 27340, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009711995196994394, "weighted_relation_loss": 0.0009711995196994394 }, { "action_query_norm": 39.65560188293457, "action_relation_loss": 0.0008830546285025775, "auxiliary_loss_weight": 1.0, "epoch": 25.58465855940131, "flow_matching_loss": 0.014936944842338562, "grad_norm": 0.11431188881397247, "learning_rate": 2.119711520648554e-06, "loss": 0.0159, "relation_loss": 0.0009588051412720233, "selected_pairs": 26735.5, "state_query_norm": 41.852850341796874, "state_relation_loss": 7.57505084038712e-05, "step": 27350, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009588051412720233, "weighted_relation_loss": 0.0009588051412720233 }, { "action_query_norm": 39.657711791992185, "action_relation_loss": 0.0009419203619472682, "auxiliary_loss_weight": 1.0, "epoch": 25.59401309635173, "flow_matching_loss": 0.015811200998723508, "grad_norm": 0.11635052412748337, "learning_rate": 2.103862788318628e-06, "loss": 0.0168, "relation_loss": 0.0010098945698700846, "selected_pairs": 26667.0, "state_query_norm": 41.87105255126953, "state_relation_loss": 6.797420574002899e-05, "step": 27360, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0010098945698700846, "weighted_relation_loss": 0.0010098945698700846 }, { "action_query_norm": 39.67958106994629, "action_relation_loss": 0.0009050215245224536, "auxiliary_loss_weight": 1.0, "epoch": 25.603367633302152, "flow_matching_loss": 0.015931091643869875, "grad_norm": 0.09099660813808441, "learning_rate": 2.088072254311729e-06, "loss": 0.0169, "relation_loss": 0.0009802551881875842, "selected_pairs": 27383.4, "state_query_norm": 41.86248092651367, "state_relation_loss": 7.523365602537523e-05, "step": 27370, "valid_action_samples": 234.5, "weighted_auxiliary_loss": 0.0009802551881875842, "weighted_relation_loss": 0.0009802551881875842 }, { "action_query_norm": 39.66944541931152, "action_relation_loss": 0.0008848227909766138, "auxiliary_loss_weight": 1.0, "epoch": 25.61272217025257, "flow_matching_loss": 0.014991457667201757, "grad_norm": 0.09033077210187912, "learning_rate": 2.0723399378148435e-06, "loss": 0.0159, "relation_loss": 0.0009558122488670051, "selected_pairs": 27645.2, "state_query_norm": 41.86572456359863, "state_relation_loss": 7.098947462509386e-05, "step": 27380, "valid_action_samples": 235.6, "weighted_auxiliary_loss": 0.0009558122488670051, "weighted_relation_loss": 0.0009558122488670051 }, { "action_query_norm": 39.64140701293945, "action_relation_loss": 0.0008343969180714339, "auxiliary_loss_weight": 1.0, "epoch": 25.622076707202993, "flow_matching_loss": 0.015578180644661188, "grad_norm": 0.10999361425638199, "learning_rate": 2.0566658579442065e-06, "loss": 0.0165, "relation_loss": 0.000903679383918643, "selected_pairs": 27403.9, "state_query_norm": 41.86255569458008, "state_relation_loss": 6.928246839379426e-05, "step": 27390, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.000903679383918643, "weighted_relation_loss": 0.000903679383918643 }, { "action_query_norm": 39.650146865844725, "action_relation_loss": 0.0008784470381215214, "auxiliary_loss_weight": 1.0, "epoch": 25.631431244153415, "flow_matching_loss": 0.01565159484744072, "grad_norm": 0.09087327122688293, "learning_rate": 2.0410500337453176e-06, "loss": 0.0166, "relation_loss": 0.0009531685092952103, "selected_pairs": 26668.3, "state_query_norm": 41.845045471191405, "state_relation_loss": 7.472148499800823e-05, "step": 27400, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0009531685092952103, "weighted_relation_loss": 0.0009531685092952103 }, { "action_query_norm": 39.64921073913574, "action_relation_loss": 0.0008489838102832437, "auxiliary_loss_weight": 1.0, "epoch": 25.640785781103837, "flow_matching_loss": 0.014871441200375557, "grad_norm": 0.08309406042098999, "learning_rate": 2.0254924841928645e-06, "loss": 0.0158, "relation_loss": 0.0009176837804261595, "selected_pairs": 26539.0, "state_query_norm": 41.8598331451416, "state_relation_loss": 6.869997014291584e-05, "step": 27410, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009176837804261595, "weighted_relation_loss": 0.0009176837804261595 }, { "action_query_norm": 39.63262100219727, "action_relation_loss": 0.000878970930352807, "auxiliary_loss_weight": 1.0, "epoch": 25.650140318054255, "flow_matching_loss": 0.014432639349251986, "grad_norm": 0.08076729625463486, "learning_rate": 2.009993228190754e-06, "loss": 0.0154, "relation_loss": 0.0009479155123699456, "selected_pairs": 26538.6, "state_query_norm": 41.88066940307617, "state_relation_loss": 6.894458711030893e-05, "step": 27420, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009479155123699456, "weighted_relation_loss": 0.0009479155123699456 }, { "action_query_norm": 39.66122398376465, "action_relation_loss": 0.0008379022765439004, "auxiliary_loss_weight": 1.0, "epoch": 25.659494855004677, "flow_matching_loss": 0.015476338192820549, "grad_norm": 0.11476708948612213, "learning_rate": 1.9945522845720323e-06, "loss": 0.0164, "relation_loss": 0.00091223637573421, "selected_pairs": 25618.6, "state_query_norm": 41.848490142822264, "state_relation_loss": 7.433410828525667e-05, "step": 27430, "valid_action_samples": 226.8, "weighted_auxiliary_loss": 0.00091223637573421, "weighted_relation_loss": 0.00091223637573421 }, { "action_query_norm": 39.645969009399415, "action_relation_loss": 0.0009383212716784328, "auxiliary_loss_weight": 1.0, "epoch": 25.6688493919551, "flow_matching_loss": 0.015275403019040823, "grad_norm": 0.11779464036226273, "learning_rate": 1.9791696720988963e-06, "loss": 0.0163, "relation_loss": 0.001009344996418804, "selected_pairs": 27127.9, "state_query_norm": 41.87330017089844, "state_relation_loss": 7.10237323801266e-05, "step": 27440, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.001009344996418804, "weighted_relation_loss": 0.001009344996418804 }, { "action_query_norm": 39.595926666259764, "action_relation_loss": 0.0009243338368833065, "auxiliary_loss_weight": 1.0, "epoch": 25.678203928905518, "flow_matching_loss": 0.0158309874124825, "grad_norm": 0.09237007051706314, "learning_rate": 1.9638454094626833e-06, "loss": 0.0168, "relation_loss": 0.0009960134630091488, "selected_pairs": 26978.1, "state_query_norm": 41.87054634094238, "state_relation_loss": 7.16796268534381e-05, "step": 27450, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009960134630091488, "weighted_relation_loss": 0.0009960134630091488 }, { "action_query_norm": 39.64953422546387, "action_relation_loss": 0.0008700514794327318, "auxiliary_loss_weight": 1.0, "epoch": 25.68755846585594, "flow_matching_loss": 0.015229786187410355, "grad_norm": 0.09847939014434814, "learning_rate": 1.9485795152838104e-06, "loss": 0.0162, "relation_loss": 0.0009424391260836274, "selected_pairs": 26769.2, "state_query_norm": 41.8762451171875, "state_relation_loss": 7.238764883368276e-05, "step": 27460, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009424391260836274, "weighted_relation_loss": 0.0009424391260836274 }, { "action_query_norm": 39.664567184448245, "action_relation_loss": 0.0008823135984130203, "auxiliary_loss_weight": 1.0, "epoch": 25.69691300280636, "flow_matching_loss": 0.014080640207976104, "grad_norm": 0.09309322386980057, "learning_rate": 1.933372008111778e-06, "loss": 0.015, "relation_loss": 0.0009530590323265642, "selected_pairs": 27462.2, "state_query_norm": 41.85639190673828, "state_relation_loss": 7.07454397343099e-05, "step": 27470, "valid_action_samples": 234.8, "weighted_auxiliary_loss": 0.0009530590323265642, "weighted_relation_loss": 0.0009530590323265642 }, { "action_query_norm": 39.624019622802734, "action_relation_loss": 0.0009205288370139897, "auxiliary_loss_weight": 1.0, "epoch": 25.706267539756784, "flow_matching_loss": 0.015841183811426164, "grad_norm": 0.11046949028968811, "learning_rate": 1.918222906425143e-06, "loss": 0.0168, "relation_loss": 0.0009948793100193142, "selected_pairs": 26966.5, "state_query_norm": 41.83461494445801, "state_relation_loss": 7.435048610204831e-05, "step": 27480, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009948793100193142, "weighted_relation_loss": 0.0009948793100193142 }, { "action_query_norm": 39.679673767089845, "action_relation_loss": 0.0008602423244155943, "auxiliary_loss_weight": 1.0, "epoch": 25.715622076707202, "flow_matching_loss": 0.01610702695325017, "grad_norm": 0.0833875834941864, "learning_rate": 1.903132228631488e-06, "loss": 0.017, "relation_loss": 0.0009341054712422193, "selected_pairs": 26807.4, "state_query_norm": 41.85378456115723, "state_relation_loss": 7.386315046460367e-05, "step": 27490, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009341054712422193, "weighted_relation_loss": 0.0009341054712422193 }, { "action_query_norm": 39.62633743286133, "action_relation_loss": 0.0008801022020634263, "auxiliary_loss_weight": 1.0, "epoch": 25.724976613657624, "flow_matching_loss": 0.016260913386940957, "grad_norm": 0.10682828724384308, "learning_rate": 1.8880999930674215e-06, "loss": 0.0172, "relation_loss": 0.0009531303949188441, "selected_pairs": 26761.1, "state_query_norm": 41.847007751464844, "state_relation_loss": 7.302820013137535e-05, "step": 27500, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009531303949188441, "weighted_relation_loss": 0.0009531303949188441 }, { "action_query_norm": 39.59763069152832, "action_relation_loss": 0.0008928640629164875, "auxiliary_loss_weight": 1.0, "epoch": 25.734331150608046, "flow_matching_loss": 0.015385664440691471, "grad_norm": 0.08811097592115402, "learning_rate": 1.8731262179985166e-06, "loss": 0.0164, "relation_loss": 0.0009693590342067182, "selected_pairs": 27240.0, "state_query_norm": 41.84300231933594, "state_relation_loss": 7.649496255908161e-05, "step": 27510, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009693590342067182, "weighted_relation_loss": 0.0009693590342067182 }, { "action_query_norm": 39.63476982116699, "action_relation_loss": 0.0008868142555002123, "auxiliary_loss_weight": 1.0, "epoch": 25.743685687558465, "flow_matching_loss": 0.013812353648245335, "grad_norm": 0.0710466131567955, "learning_rate": 1.8582109216193244e-06, "loss": 0.0148, "relation_loss": 0.0009574519412126392, "selected_pairs": 26778.9, "state_query_norm": 41.85900230407715, "state_relation_loss": 7.063767407089472e-05, "step": 27520, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0009574519412126392, "weighted_relation_loss": 0.0009574519412126392 }, { "action_query_norm": 39.59937057495117, "action_relation_loss": 0.000870872673112899, "auxiliary_loss_weight": 1.0, "epoch": 25.753040224508887, "flow_matching_loss": 0.01604750584810972, "grad_norm": 0.11102977395057678, "learning_rate": 1.8433541220533368e-06, "loss": 0.017, "relation_loss": 0.0009399853763170541, "selected_pairs": 26755.4, "state_query_norm": 41.865814971923825, "state_relation_loss": 6.911268756084609e-05, "step": 27530, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009399853763170541, "weighted_relation_loss": 0.0009399853763170541 }, { "action_query_norm": 39.66381721496582, "action_relation_loss": 0.0008597702137194574, "auxiliary_loss_weight": 1.0, "epoch": 25.76239476145931, "flow_matching_loss": 0.015227428171783686, "grad_norm": 0.1338522732257843, "learning_rate": 1.8285558373529577e-06, "loss": 0.0162, "relation_loss": 0.0009342769510112703, "selected_pairs": 27057.7, "state_query_norm": 41.85731163024902, "state_relation_loss": 7.450673583662138e-05, "step": 27540, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009342769510112703, "weighted_relation_loss": 0.0009342769510112703 }, { "action_query_norm": 39.636803436279294, "action_relation_loss": 0.0008775088761467486, "auxiliary_loss_weight": 1.0, "epoch": 25.77174929840973, "flow_matching_loss": 0.015162258315831423, "grad_norm": 0.09125950187444687, "learning_rate": 1.8138160854995145e-06, "loss": 0.0161, "relation_loss": 0.000947779807029292, "selected_pairs": 27013.4, "state_query_norm": 41.845244598388675, "state_relation_loss": 7.027092287898995e-05, "step": 27550, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.000947779807029292, "weighted_relation_loss": 0.000947779807029292 }, { "action_query_norm": 39.63600044250488, "action_relation_loss": 0.0008939493563957512, "auxiliary_loss_weight": 1.0, "epoch": 25.78110383536015, "flow_matching_loss": 0.016080754343420267, "grad_norm": 0.1073039323091507, "learning_rate": 1.7991348844031864e-06, "loss": 0.0171, "relation_loss": 0.0009693166997749358, "selected_pairs": 26875.3, "state_query_norm": 41.85712776184082, "state_relation_loss": 7.536734265158884e-05, "step": 27560, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009693166997749358, "weighted_relation_loss": 0.0009693166997749358 }, { "action_query_norm": 39.65760269165039, "action_relation_loss": 0.0008796849171631039, "auxiliary_loss_weight": 1.0, "epoch": 25.79045837231057, "flow_matching_loss": 0.014804805535823107, "grad_norm": 0.09061452001333237, "learning_rate": 1.78451225190302e-06, "loss": 0.0158, "relation_loss": 0.0009531625604722649, "selected_pairs": 26593.5, "state_query_norm": 41.8589900970459, "state_relation_loss": 7.347764112637378e-05, "step": 27570, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0009531625604722649, "weighted_relation_loss": 0.0009531625604722649 }, { "action_query_norm": 39.63074150085449, "action_relation_loss": 0.0008544107549823821, "auxiliary_loss_weight": 1.0, "epoch": 25.799812909260993, "flow_matching_loss": 0.014930321276187897, "grad_norm": 0.09854493290185928, "learning_rate": 1.7699482057668914e-06, "loss": 0.0159, "relation_loss": 0.0009271881775930524, "selected_pairs": 26303.4, "state_query_norm": 41.86456108093262, "state_relation_loss": 7.277742624864914e-05, "step": 27580, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0009271881775930524, "weighted_relation_loss": 0.0009271881775930524 }, { "action_query_norm": 39.650032424926756, "action_relation_loss": 0.0008591135148890317, "auxiliary_loss_weight": 1.0, "epoch": 25.80916744621141, "flow_matching_loss": 0.015123195201158523, "grad_norm": 0.07982396334409714, "learning_rate": 1.7554427636914895e-06, "loss": 0.0161, "relation_loss": 0.0009379981609527021, "selected_pairs": 26986.1, "state_query_norm": 41.848741912841795, "state_relation_loss": 7.888464315328748e-05, "step": 27590, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009379981609527021, "weighted_relation_loss": 0.0009379981609527021 }, { "action_query_norm": 39.644547653198245, "action_relation_loss": 0.0008610630640760065, "auxiliary_loss_weight": 1.0, "epoch": 25.818521983161833, "flow_matching_loss": 0.015835592336952687, "grad_norm": 0.07844182848930359, "learning_rate": 1.7409959433022871e-06, "loss": 0.0168, "relation_loss": 0.000930514675565064, "selected_pairs": 26508.6, "state_query_norm": 41.8557788848877, "state_relation_loss": 6.945161294424906e-05, "step": 27600, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.000930514675565064, "weighted_relation_loss": 0.000930514675565064 }, { "action_query_norm": 39.62813262939453, "action_relation_loss": 0.0008668927242979407, "auxiliary_loss_weight": 1.0, "epoch": 25.827876520112255, "flow_matching_loss": 0.01572551382705569, "grad_norm": 0.0957050696015358, "learning_rate": 1.7266077621535481e-06, "loss": 0.0167, "relation_loss": 0.0009374840359669179, "selected_pairs": 27127.3, "state_query_norm": 41.86926460266113, "state_relation_loss": 7.059132476570085e-05, "step": 27610, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0009374840359669179, "weighted_relation_loss": 0.0009374840359669179 }, { "action_query_norm": 39.64097213745117, "action_relation_loss": 0.0008653523691464216, "auxiliary_loss_weight": 1.0, "epoch": 25.837231057062674, "flow_matching_loss": 0.016092150006443262, "grad_norm": 0.1046275645494461, "learning_rate": 1.7122782377282597e-06, "loss": 0.017, "relation_loss": 0.0009388277132529766, "selected_pairs": 27129.8, "state_query_norm": 41.845429229736325, "state_relation_loss": 7.347533173742704e-05, "step": 27620, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0009388277132529766, "weighted_relation_loss": 0.0009388277132529766 }, { "action_query_norm": 39.65033111572266, "action_relation_loss": 0.0008494809211697429, "auxiliary_loss_weight": 1.0, "epoch": 25.846585594013096, "flow_matching_loss": 0.01686357231810689, "grad_norm": 0.11251793056726456, "learning_rate": 1.6980073874381497e-06, "loss": 0.0178, "relation_loss": 0.0009232921700458973, "selected_pairs": 26411.4, "state_query_norm": 41.87282600402832, "state_relation_loss": 7.381126779364422e-05, "step": 27630, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0009232921700458973, "weighted_relation_loss": 0.0009232921700458973 }, { "action_query_norm": 39.6106761932373, "action_relation_loss": 0.0008825307770166547, "auxiliary_loss_weight": 1.0, "epoch": 25.855940130963518, "flow_matching_loss": 0.015554792154580355, "grad_norm": 0.09145613014698029, "learning_rate": 1.6837952286236413e-06, "loss": 0.0165, "relation_loss": 0.0009548465837724507, "selected_pairs": 26317.5, "state_query_norm": 41.875094985961915, "state_relation_loss": 7.231580166262574e-05, "step": 27640, "valid_action_samples": 229.9, "weighted_auxiliary_loss": 0.0009548465837724507, "weighted_relation_loss": 0.0009548465837724507 }, { "action_query_norm": 39.63366622924805, "action_relation_loss": 0.0008772836707066744, "auxiliary_loss_weight": 1.0, "epoch": 25.86529466791394, "flow_matching_loss": 0.015171672496944667, "grad_norm": 0.10583841800689697, "learning_rate": 1.6696417785538488e-06, "loss": 0.0161, "relation_loss": 0.0009469404001720249, "selected_pairs": 27108.6, "state_query_norm": 41.86784477233887, "state_relation_loss": 6.965672801015899e-05, "step": 27650, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009469404001720249, "weighted_relation_loss": 0.0009469404001720249 }, { "action_query_norm": 39.632316970825194, "action_relation_loss": 0.000929276691749692, "auxiliary_loss_weight": 1.0, "epoch": 25.874649204864358, "flow_matching_loss": 0.01720346650108695, "grad_norm": 0.13874897360801697, "learning_rate": 1.6555470544265538e-06, "loss": 0.0182, "relation_loss": 0.0009994113352149725, "selected_pairs": 26638.3, "state_query_norm": 41.87184219360351, "state_relation_loss": 7.013463728071656e-05, "step": 27660, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0009994113352149725, "weighted_relation_loss": 0.0009994113352149725 }, { "action_query_norm": 39.66423721313477, "action_relation_loss": 0.00089947241358459, "auxiliary_loss_weight": 1.0, "epoch": 25.88400374181478, "flow_matching_loss": 0.015112551301717759, "grad_norm": 0.0914393961429596, "learning_rate": 1.6415110733681738e-06, "loss": 0.0161, "relation_loss": 0.0009696025226730853, "selected_pairs": 26759.9, "state_query_norm": 41.872409439086915, "state_relation_loss": 7.013011309027206e-05, "step": 27670, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009696025226730853, "weighted_relation_loss": 0.0009696025226730853 }, { "action_query_norm": 39.64276809692383, "action_relation_loss": 0.0008363544708117843, "auxiliary_loss_weight": 1.0, "epoch": 25.893358278765202, "flow_matching_loss": 0.01460843812674284, "grad_norm": 0.11525722593069077, "learning_rate": 1.6275338524337436e-06, "loss": 0.0155, "relation_loss": 0.0009080503310542554, "selected_pairs": 27058.3, "state_query_norm": 41.86710548400879, "state_relation_loss": 7.16958638804499e-05, "step": 27680, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009080503310542554, "weighted_relation_loss": 0.0009080503310542554 }, { "action_query_norm": 39.675923919677736, "action_relation_loss": 0.000878742552595213, "auxiliary_loss_weight": 1.0, "epoch": 25.90271281571562, "flow_matching_loss": 0.016994745563715698, "grad_norm": 0.10822414606809616, "learning_rate": 1.6136154086069056e-06, "loss": 0.0179, "relation_loss": 0.0009545244451146573, "selected_pairs": 26735.9, "state_query_norm": 41.854943466186526, "state_relation_loss": 7.57819005229976e-05, "step": 27690, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009545244451146573, "weighted_relation_loss": 0.0009545244451146573 }, { "action_query_norm": 39.66478233337402, "action_relation_loss": 0.0008913610188756138, "auxiliary_loss_weight": 1.0, "epoch": 25.912067352666043, "flow_matching_loss": 0.015670129097998142, "grad_norm": 0.10163560509681702, "learning_rate": 1.5997557587998868e-06, "loss": 0.0166, "relation_loss": 0.0009649583895225078, "selected_pairs": 26480.1, "state_query_norm": 41.83958511352539, "state_relation_loss": 7.359737101069186e-05, "step": 27700, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0009649583895225078, "weighted_relation_loss": 0.0009649583895225078 }, { "action_query_norm": 39.623261260986325, "action_relation_loss": 0.0008867593540344387, "auxiliary_loss_weight": 1.0, "epoch": 25.921421889616465, "flow_matching_loss": 0.014668061304837466, "grad_norm": 0.0888809859752655, "learning_rate": 1.5859549198534606e-06, "loss": 0.0156, "relation_loss": 0.0009552025876473635, "selected_pairs": 27104.8, "state_query_norm": 41.86666564941406, "state_relation_loss": 6.844324016128667e-05, "step": 27710, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009552025876473635, "weighted_relation_loss": 0.0009552025876473635 }, { "action_query_norm": 39.671471786499026, "action_relation_loss": 0.0008571277372539044, "auxiliary_loss_weight": 1.0, "epoch": 25.930776426566887, "flow_matching_loss": 0.017400580737739802, "grad_norm": 0.09813526272773743, "learning_rate": 1.572212908536963e-06, "loss": 0.0183, "relation_loss": 0.000929281156277284, "selected_pairs": 26603.9, "state_query_norm": 41.871245574951175, "state_relation_loss": 7.21534204785712e-05, "step": 27720, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.000929281156277284, "weighted_relation_loss": 0.000929281156277284 }, { "action_query_norm": 39.61890068054199, "action_relation_loss": 0.000878565973835066, "auxiliary_loss_weight": 1.0, "epoch": 25.940130963517305, "flow_matching_loss": 0.017087058071047066, "grad_norm": 0.15929186344146729, "learning_rate": 1.5585297415482202e-06, "loss": 0.018, "relation_loss": 0.0009502932836767286, "selected_pairs": 27251.4, "state_query_norm": 41.864806747436525, "state_relation_loss": 7.17273145710351e-05, "step": 27730, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009502932836767286, "weighted_relation_loss": 0.0009502932836767286 }, { "action_query_norm": 39.64575271606445, "action_relation_loss": 0.0008693408046383411, "auxiliary_loss_weight": 1.0, "epoch": 25.949485500467727, "flow_matching_loss": 0.015589412488043308, "grad_norm": 0.21668295562267303, "learning_rate": 1.5449054355135717e-06, "loss": 0.0165, "relation_loss": 0.0009393284562975168, "selected_pairs": 27147.6, "state_query_norm": 41.88109855651855, "state_relation_loss": 6.99876545695588e-05, "step": 27740, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0009393284562975168, "weighted_relation_loss": 0.0009393284562975168 }, { "action_query_norm": 39.64314727783203, "action_relation_loss": 0.0008723663282580674, "auxiliary_loss_weight": 1.0, "epoch": 25.95884003741815, "flow_matching_loss": 0.014360692631453276, "grad_norm": 0.09921425580978394, "learning_rate": 1.5313400069878415e-06, "loss": 0.0153, "relation_loss": 0.0009405023360159248, "selected_pairs": 26940.9, "state_query_norm": 41.862810134887695, "state_relation_loss": 6.813600593886804e-05, "step": 27750, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009405023360159248, "weighted_relation_loss": 0.0009405023360159248 }, { "action_query_norm": 39.628662490844725, "action_relation_loss": 0.0008646920847240836, "auxiliary_loss_weight": 1.0, "epoch": 25.968194574368567, "flow_matching_loss": 0.015212933346629143, "grad_norm": 0.12480832636356354, "learning_rate": 1.5178334724542887e-06, "loss": 0.0161, "relation_loss": 0.0009355812566354871, "selected_pairs": 26800.9, "state_query_norm": 41.86572036743164, "state_relation_loss": 7.088917518558447e-05, "step": 27760, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009355812566354871, "weighted_relation_loss": 0.0009355812566354871 }, { "action_query_norm": 39.658139038085935, "action_relation_loss": 0.0009185982635244727, "auxiliary_loss_weight": 1.0, "epoch": 25.97754911131899, "flow_matching_loss": 0.015230578929185867, "grad_norm": 0.07714258879423141, "learning_rate": 1.504385848324641e-06, "loss": 0.0162, "relation_loss": 0.000993308750912547, "selected_pairs": 26500.4, "state_query_norm": 41.85286636352539, "state_relation_loss": 7.471048957086168e-05, "step": 27770, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.000993308750912547, "weighted_relation_loss": 0.000993308750912547 }, { "action_query_norm": 39.59041404724121, "action_relation_loss": 0.0009219754254445433, "auxiliary_loss_weight": 1.0, "epoch": 25.98690364826941, "flow_matching_loss": 0.015897790249437094, "grad_norm": 0.0895533338189125, "learning_rate": 1.490997150939033e-06, "loss": 0.0169, "relation_loss": 0.000997581594856456, "selected_pairs": 26393.8, "state_query_norm": 41.85474548339844, "state_relation_loss": 7.560615485999734e-05, "step": 27780, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.000997581594856456, "weighted_relation_loss": 0.000997581594856456 }, { "action_query_norm": 39.66511268615723, "action_relation_loss": 0.0008643127046525478, "auxiliary_loss_weight": 1.0, "epoch": 25.996258185219833, "flow_matching_loss": 0.016111088823527096, "grad_norm": 0.11016852408647537, "learning_rate": 1.4776673965659793e-06, "loss": 0.017, "relation_loss": 0.0009339999814983457, "selected_pairs": 26226.8, "state_query_norm": 41.86539192199707, "state_relation_loss": 6.968727939238306e-05, "step": 27790, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.0009339999814983457, "weighted_relation_loss": 0.0009339999814983457 }, { "action_query_norm": 39.671189880371095, "action_relation_loss": 0.0008307294745463877, "auxiliary_loss_weight": 1.0, "epoch": 26.00561272217025, "flow_matching_loss": 0.015901742223650216, "grad_norm": 0.18303467333316803, "learning_rate": 1.4643966014023957e-06, "loss": 0.0168, "relation_loss": 0.0009026828338392079, "selected_pairs": 23525.5, "state_query_norm": 41.84772834777832, "state_relation_loss": 7.195335783762857e-05, "step": 27800, "valid_action_samples": 210.5, "weighted_auxiliary_loss": 0.0009026828338392079, "weighted_relation_loss": 0.0009026828338392079 }, { "action_query_norm": 39.641668701171874, "action_relation_loss": 0.0008543546253349632, "auxiliary_loss_weight": 1.0, "epoch": 26.014967259120674, "flow_matching_loss": 0.015909876395016908, "grad_norm": 0.10138076543807983, "learning_rate": 1.4511847815735503e-06, "loss": 0.0168, "relation_loss": 0.0009284150029998273, "selected_pairs": 26433.4, "state_query_norm": 41.853329467773435, "state_relation_loss": 7.406036856991705e-05, "step": 27810, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0009284150029998273, "weighted_relation_loss": 0.0009284150029998273 }, { "action_query_norm": 39.65014762878418, "action_relation_loss": 0.0008514391898643226, "auxiliary_loss_weight": 1.0, "epoch": 26.024321796071096, "flow_matching_loss": 0.014551912806928158, "grad_norm": 0.09941010177135468, "learning_rate": 1.438031953133051e-06, "loss": 0.0155, "relation_loss": 0.0009211133234202862, "selected_pairs": 26899.3, "state_query_norm": 41.83898239135742, "state_relation_loss": 6.967413173697423e-05, "step": 27820, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009211133234202862, "weighted_relation_loss": 0.0009211133234202862 }, { "action_query_norm": 39.63155288696289, "action_relation_loss": 0.0009215996309649199, "auxiliary_loss_weight": 1.0, "epoch": 26.033676333021514, "flow_matching_loss": 0.014775276742875576, "grad_norm": 0.1735236495733261, "learning_rate": 1.4249381320628197e-06, "loss": 0.0158, "relation_loss": 0.000990403932519257, "selected_pairs": 26736.4, "state_query_norm": 41.87614707946777, "state_relation_loss": 6.880430591991172e-05, "step": 27830, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.000990403932519257, "weighted_relation_loss": 0.000990403932519257 }, { "action_query_norm": 39.65272903442383, "action_relation_loss": 0.0008518761140294373, "auxiliary_loss_weight": 1.0, "epoch": 26.043030869971936, "flow_matching_loss": 0.0160762133076787, "grad_norm": 0.08106189966201782, "learning_rate": 1.4119033342730902e-06, "loss": 0.017, "relation_loss": 0.000923769100336358, "selected_pairs": 26393.2, "state_query_norm": 41.856695556640624, "state_relation_loss": 7.189298630692065e-05, "step": 27840, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.000923769100336358, "weighted_relation_loss": 0.000923769100336358 }, { "action_query_norm": 39.67107963562012, "action_relation_loss": 0.0008820830145850778, "auxiliary_loss_weight": 1.0, "epoch": 26.052385406922358, "flow_matching_loss": 0.01572790751233697, "grad_norm": 0.07313233613967896, "learning_rate": 1.3989275756023656e-06, "loss": 0.0167, "relation_loss": 0.0009507169714197516, "selected_pairs": 26730.6, "state_query_norm": 41.86863708496094, "state_relation_loss": 6.863396847620607e-05, "step": 27850, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009507169714197516, "weighted_relation_loss": 0.0009507169714197516 }, { "action_query_norm": 39.63654747009277, "action_relation_loss": 0.0008568030782043934, "auxiliary_loss_weight": 1.0, "epoch": 26.061739943872777, "flow_matching_loss": 0.01511557586491108, "grad_norm": 0.10427594929933548, "learning_rate": 1.386010871817417e-06, "loss": 0.016, "relation_loss": 0.0009286393644288183, "selected_pairs": 26758.3, "state_query_norm": 41.85126571655273, "state_relation_loss": 7.183627822087147e-05, "step": 27860, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009286393644288183, "weighted_relation_loss": 0.0009286393644288183 }, { "action_query_norm": 39.587542343139646, "action_relation_loss": 0.0008484998717904091, "auxiliary_loss_weight": 1.0, "epoch": 26.0710944808232, "flow_matching_loss": 0.014786520786583424, "grad_norm": 0.12413239479064941, "learning_rate": 1.3731532386132616e-06, "loss": 0.0157, "relation_loss": 0.0009162176284007728, "selected_pairs": 27431.0, "state_query_norm": 41.85679130554199, "state_relation_loss": 6.771775879315101e-05, "step": 27870, "valid_action_samples": 234.7, "weighted_auxiliary_loss": 0.0009162176284007728, "weighted_relation_loss": 0.0009162176284007728 }, { "action_query_norm": 39.66048355102539, "action_relation_loss": 0.0008492009714245796, "auxiliary_loss_weight": 1.0, "epoch": 26.08044901777362, "flow_matching_loss": 0.017072334606200456, "grad_norm": 0.08408541232347488, "learning_rate": 1.360354691613136e-06, "loss": 0.018, "relation_loss": 0.0009173251746688038, "selected_pairs": 26596.1, "state_query_norm": 41.872418594360354, "state_relation_loss": 6.812420397181996e-05, "step": 27880, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0009173251746688038, "weighted_relation_loss": 0.0009173251746688038 }, { "action_query_norm": 39.617078399658205, "action_relation_loss": 0.000849212339380756, "auxiliary_loss_weight": 1.0, "epoch": 26.089803554724043, "flow_matching_loss": 0.014406866114586591, "grad_norm": 0.1510850340127945, "learning_rate": 1.3476152463684776e-06, "loss": 0.0153, "relation_loss": 0.0009196002210956067, "selected_pairs": 27646.8, "state_query_norm": 41.85567092895508, "state_relation_loss": 7.038788353384007e-05, "step": 27890, "valid_action_samples": 235.6, "weighted_auxiliary_loss": 0.0009196002210956067, "weighted_relation_loss": 0.0009196002210956067 }, { "action_query_norm": 39.61057395935059, "action_relation_loss": 0.0009268367430195212, "auxiliary_loss_weight": 1.0, "epoch": 26.09915809167446, "flow_matching_loss": 0.01618626797571778, "grad_norm": 0.11414042860269547, "learning_rate": 1.3349349183589155e-06, "loss": 0.0172, "relation_loss": 0.0009944937017280608, "selected_pairs": 25914.5, "state_query_norm": 41.84916877746582, "state_relation_loss": 6.765696234651841e-05, "step": 27900, "valid_action_samples": 228.1, "weighted_auxiliary_loss": 0.0009944937017280608, "weighted_relation_loss": 0.0009944937017280608 }, { "action_query_norm": 39.65551986694336, "action_relation_loss": 0.0008603898459114134, "auxiliary_loss_weight": 1.0, "epoch": 26.108512628624883, "flow_matching_loss": 0.015998300258070232, "grad_norm": 0.08244314789772034, "learning_rate": 1.3223137229922356e-06, "loss": 0.0169, "relation_loss": 0.0009317194751929491, "selected_pairs": 26860.2, "state_query_norm": 41.85655670166015, "state_relation_loss": 7.132962782634422e-05, "step": 27910, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009317194751929491, "weighted_relation_loss": 0.0009317194751929491 }, { "action_query_norm": 39.65742568969726, "action_relation_loss": 0.00087785305804573, "auxiliary_loss_weight": 1.0, "epoch": 26.117867165575305, "flow_matching_loss": 0.01586518231779337, "grad_norm": 0.15784093737602234, "learning_rate": 1.3097516756043981e-06, "loss": 0.0168, "relation_loss": 0.0009488581621553749, "selected_pairs": 27218.2, "state_query_norm": 41.856984329223636, "state_relation_loss": 7.100511429598555e-05, "step": 27920, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0009488581621553749, "weighted_relation_loss": 0.0009488581621553749 }, { "action_query_norm": 39.65466842651367, "action_relation_loss": 0.0008358316321391612, "auxiliary_loss_weight": 1.0, "epoch": 26.127221702525723, "flow_matching_loss": 0.015420082956552505, "grad_norm": 0.09950180351734161, "learning_rate": 1.29724879145946e-06, "loss": 0.0163, "relation_loss": 0.0009094262379221619, "selected_pairs": 27204.3, "state_query_norm": 41.836819076538085, "state_relation_loss": 7.359461160376668e-05, "step": 27930, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009094262379221619, "weighted_relation_loss": 0.0009094262379221619 }, { "action_query_norm": 39.624995422363284, "action_relation_loss": 0.0008424563857261091, "auxiliary_loss_weight": 1.0, "epoch": 26.136576239476145, "flow_matching_loss": 0.014700467884540557, "grad_norm": 0.10571230947971344, "learning_rate": 1.284805085749613e-06, "loss": 0.0156, "relation_loss": 0.0009123660507611931, "selected_pairs": 26619.8, "state_query_norm": 41.86155548095703, "state_relation_loss": 6.990966212470085e-05, "step": 27940, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0009123660507611931, "weighted_relation_loss": 0.0009123660507611931 }, { "action_query_norm": 39.67131004333496, "action_relation_loss": 0.0008962326857727021, "auxiliary_loss_weight": 1.0, "epoch": 26.145930776426567, "flow_matching_loss": 0.015458303783088923, "grad_norm": 0.09730827063322067, "learning_rate": 1.2724205735951288e-06, "loss": 0.0164, "relation_loss": 0.0009658164344727993, "selected_pairs": 26919.6, "state_query_norm": 41.847573852539064, "state_relation_loss": 6.958373996894807e-05, "step": 27950, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009658164344727993, "weighted_relation_loss": 0.0009658164344727993 }, { "action_query_norm": 39.59475250244141, "action_relation_loss": 0.0008637998544145375, "auxiliary_loss_weight": 1.0, "epoch": 26.15528531337699, "flow_matching_loss": 0.015176588576287032, "grad_norm": 0.08301448822021484, "learning_rate": 1.2600952700443591e-06, "loss": 0.0161, "relation_loss": 0.0009323568374384195, "selected_pairs": 26902.0, "state_query_norm": 41.86464233398438, "state_relation_loss": 6.855697647552006e-05, "step": 27960, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009323568374384195, "weighted_relation_loss": 0.0009323568374384195 }, { "action_query_norm": 39.6956069946289, "action_relation_loss": 0.0008345316979102791, "auxiliary_loss_weight": 1.0, "epoch": 26.164639850327408, "flow_matching_loss": 0.014527595881372691, "grad_norm": 0.13715435564517975, "learning_rate": 1.247829190073707e-06, "loss": 0.0154, "relation_loss": 0.0009067285864148289, "selected_pairs": 26850.0, "state_query_norm": 41.854491806030275, "state_relation_loss": 7.219688341137953e-05, "step": 27970, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009067285864148289, "weighted_relation_loss": 0.0009067285864148289 }, { "action_query_norm": 39.69060935974121, "action_relation_loss": 0.0008406914537772536, "auxiliary_loss_weight": 1.0, "epoch": 26.17399438727783, "flow_matching_loss": 0.014404419530183076, "grad_norm": 0.15358372032642365, "learning_rate": 1.2356223485876173e-06, "loss": 0.0153, "relation_loss": 0.0009130763064604253, "selected_pairs": 26825.6, "state_query_norm": 41.856774520874026, "state_relation_loss": 7.23848570487462e-05, "step": 27980, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009130763064604253, "weighted_relation_loss": 0.0009130763064604253 }, { "action_query_norm": 39.647560119628906, "action_relation_loss": 0.0008775901515036821, "auxiliary_loss_weight": 1.0, "epoch": 26.18334892422825, "flow_matching_loss": 0.014211690425872803, "grad_norm": 0.09495893120765686, "learning_rate": 1.2234747604185526e-06, "loss": 0.0152, "relation_loss": 0.0009497534018009901, "selected_pairs": 26924.3, "state_query_norm": 41.85004997253418, "state_relation_loss": 7.216325102490372e-05, "step": 27990, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009497534018009901, "weighted_relation_loss": 0.0009497534018009901 }, { "action_query_norm": 39.66967544555664, "action_relation_loss": 0.0008830831851810217, "auxiliary_loss_weight": 1.0, "epoch": 26.19270346117867, "flow_matching_loss": 0.015585193876177073, "grad_norm": 0.09034153819084167, "learning_rate": 1.2113864403269836e-06, "loss": 0.0165, "relation_loss": 0.0009509807277936488, "selected_pairs": 26739.9, "state_query_norm": 41.87400741577149, "state_relation_loss": 6.789752624172251e-05, "step": 28000, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009509807277936488, "weighted_relation_loss": 0.0009509807277936488 }, { "action_query_norm": 39.64529151916504, "action_relation_loss": 0.0008814377710223198, "auxiliary_loss_weight": 1.0, "epoch": 26.202057998129092, "flow_matching_loss": 0.0166507875546813, "grad_norm": 0.11764965951442719, "learning_rate": 1.1993574030013555e-06, "loss": 0.0176, "relation_loss": 0.0009492719371337443, "selected_pairs": 26754.3, "state_query_norm": 41.85911750793457, "state_relation_loss": 6.783417411497794e-05, "step": 28010, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009492719371337443, "weighted_relation_loss": 0.0009492719371337443 }, { "action_query_norm": 39.640329360961914, "action_relation_loss": 0.0008595449733547866, "auxiliary_loss_weight": 1.0, "epoch": 26.211412535079514, "flow_matching_loss": 0.01556482519954443, "grad_norm": 0.08017983287572861, "learning_rate": 1.1873876630580816e-06, "loss": 0.0165, "relation_loss": 0.0009351032203994691, "selected_pairs": 26880.9, "state_query_norm": 41.846350860595706, "state_relation_loss": 7.555825941381044e-05, "step": 28020, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009351032203994691, "weighted_relation_loss": 0.0009351032203994691 }, { "action_query_norm": 39.61856460571289, "action_relation_loss": 0.0009100047522224486, "auxiliary_loss_weight": 1.0, "epoch": 26.220767072029936, "flow_matching_loss": 0.016118446178734303, "grad_norm": 0.08878940343856812, "learning_rate": 1.1754772350415278e-06, "loss": 0.0171, "relation_loss": 0.000981049076654017, "selected_pairs": 27549.8, "state_query_norm": 41.84383697509766, "state_relation_loss": 7.104432806954719e-05, "step": 28030, "valid_action_samples": 235.2, "weighted_auxiliary_loss": 0.000981049076654017, "weighted_relation_loss": 0.000981049076654017 }, { "action_query_norm": 39.63968391418457, "action_relation_loss": 0.0008695249620359391, "auxiliary_loss_weight": 1.0, "epoch": 26.230121608980355, "flow_matching_loss": 0.01592717319726944, "grad_norm": 0.08942247927188873, "learning_rate": 1.163626133423984e-06, "loss": 0.0169, "relation_loss": 0.0009397595946211368, "selected_pairs": 26825.9, "state_query_norm": 41.871531295776364, "state_relation_loss": 7.023463294899556e-05, "step": 28040, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009397595946211368, "weighted_relation_loss": 0.0009397595946211368 }, { "action_query_norm": 39.63047142028809, "action_relation_loss": 0.0008975798089522868, "auxiliary_loss_weight": 1.0, "epoch": 26.239476145930777, "flow_matching_loss": 0.014986842311918736, "grad_norm": 0.09622978419065475, "learning_rate": 1.1518343726056591e-06, "loss": 0.016, "relation_loss": 0.0009656812297180295, "selected_pairs": 26512.2, "state_query_norm": 41.856902313232425, "state_relation_loss": 6.8101410579402e-05, "step": 28050, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009656812297180295, "weighted_relation_loss": 0.0009656812297180295 }, { "action_query_norm": 39.66448783874512, "action_relation_loss": 0.0008604363712947816, "auxiliary_loss_weight": 1.0, "epoch": 26.2488306828812, "flow_matching_loss": 0.015189112536609173, "grad_norm": 0.09148899465799332, "learning_rate": 1.1401019669146474e-06, "loss": 0.0161, "relation_loss": 0.0009352448105346411, "selected_pairs": 27363.8, "state_query_norm": 41.8690486907959, "state_relation_loss": 7.480843996745534e-05, "step": 28060, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009352448105346411, "weighted_relation_loss": 0.0009352448105346411 }, { "action_query_norm": 39.69604759216308, "action_relation_loss": 0.0008672711788676679, "auxiliary_loss_weight": 1.0, "epoch": 26.258185219831617, "flow_matching_loss": 0.01513543538749218, "grad_norm": 0.13560405373573303, "learning_rate": 1.128428930606934e-06, "loss": 0.0161, "relation_loss": 0.0009359629650134594, "selected_pairs": 27109.1, "state_query_norm": 41.87206192016602, "state_relation_loss": 6.869178760098294e-05, "step": 28070, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009359629650134594, "weighted_relation_loss": 0.0009359629650134594 }, { "action_query_norm": 39.6533390045166, "action_relation_loss": 0.0008426542684901505, "auxiliary_loss_weight": 1.0, "epoch": 26.26753975678204, "flow_matching_loss": 0.014872606750577689, "grad_norm": 0.10542087256908417, "learning_rate": 1.1168152778663621e-06, "loss": 0.0158, "relation_loss": 0.0009171813144348562, "selected_pairs": 27081.4, "state_query_norm": 41.861813354492185, "state_relation_loss": 7.452704958268441e-05, "step": 28080, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0009171813144348562, "weighted_relation_loss": 0.0009171813144348562 }, { "action_query_norm": 39.61381301879883, "action_relation_loss": 0.0008431705355178565, "auxiliary_loss_weight": 1.0, "epoch": 26.27689429373246, "flow_matching_loss": 0.015693057794123888, "grad_norm": 0.07800383120775223, "learning_rate": 1.10526102280461e-06, "loss": 0.0166, "relation_loss": 0.0009113254607655108, "selected_pairs": 27477.3, "state_query_norm": 41.871102523803714, "state_relation_loss": 6.815492088207975e-05, "step": 28090, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0009113254607655108, "weighted_relation_loss": 0.0009113254607655108 }, { "action_query_norm": 39.66087532043457, "action_relation_loss": 0.0008374777680728585, "auxiliary_loss_weight": 1.0, "epoch": 26.28624883068288, "flow_matching_loss": 0.014293713681399822, "grad_norm": 0.08786031603813171, "learning_rate": 1.0937661794611864e-06, "loss": 0.0152, "relation_loss": 0.000909712037537247, "selected_pairs": 27060.9, "state_query_norm": 41.84513473510742, "state_relation_loss": 7.223427601275035e-05, "step": 28100, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.000909712037537247, "weighted_relation_loss": 0.000909712037537247 }, { "action_query_norm": 39.622351837158206, "action_relation_loss": 0.0008731721027288586, "auxiliary_loss_weight": 1.0, "epoch": 26.2956033676333, "flow_matching_loss": 0.014851337950676679, "grad_norm": 0.10759598761796951, "learning_rate": 1.082330761803413e-06, "loss": 0.0158, "relation_loss": 0.0009459921333473176, "selected_pairs": 26294.4, "state_query_norm": 41.84781455993652, "state_relation_loss": 7.282002770807594e-05, "step": 28110, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0009459921333473176, "weighted_relation_loss": 0.0009459921333473176 }, { "action_query_norm": 39.677435302734374, "action_relation_loss": 0.0008178750227671117, "auxiliary_loss_weight": 1.0, "epoch": 26.304957904583723, "flow_matching_loss": 0.014224985986948014, "grad_norm": 0.08979330211877823, "learning_rate": 1.0709547837263966e-06, "loss": 0.0151, "relation_loss": 0.0008921051456127315, "selected_pairs": 26966.2, "state_query_norm": 41.84813232421875, "state_relation_loss": 7.423011920764111e-05, "step": 28120, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0008921051456127315, "weighted_relation_loss": 0.0008921051456127315 }, { "action_query_norm": 39.65572166442871, "action_relation_loss": 0.0008790568972472101, "auxiliary_loss_weight": 1.0, "epoch": 26.314312441534145, "flow_matching_loss": 0.014284979458898306, "grad_norm": 0.13869735598564148, "learning_rate": 1.059638259053025e-06, "loss": 0.0152, "relation_loss": 0.0009453231527004391, "selected_pairs": 27038.1, "state_query_norm": 41.87980194091797, "state_relation_loss": 6.626624344789889e-05, "step": 28130, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009453231527004391, "weighted_relation_loss": 0.0009453231527004391 }, { "action_query_norm": 39.681895065307614, "action_relation_loss": 0.0008490706328302622, "auxiliary_loss_weight": 1.0, "epoch": 26.323666978484564, "flow_matching_loss": 0.014573099091649055, "grad_norm": 0.11810046434402466, "learning_rate": 1.0483812015339434e-06, "loss": 0.0155, "relation_loss": 0.0009217168029863387, "selected_pairs": 26833.2, "state_query_norm": 41.84616584777832, "state_relation_loss": 7.264616142492742e-05, "step": 28140, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009217168029863387, "weighted_relation_loss": 0.0009217168029863387 }, { "action_query_norm": 39.63842239379883, "action_relation_loss": 0.0009157643769867718, "auxiliary_loss_weight": 1.0, "epoch": 26.333021515434986, "flow_matching_loss": 0.014194931276142598, "grad_norm": 0.10267619788646698, "learning_rate": 1.037183624847543e-06, "loss": 0.0152, "relation_loss": 0.0009849480877164752, "selected_pairs": 27104.8, "state_query_norm": 41.8600772857666, "state_relation_loss": 6.91837260092143e-05, "step": 28150, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009849480877164752, "weighted_relation_loss": 0.0009849480877164752 }, { "action_query_norm": 39.67832450866699, "action_relation_loss": 0.0008650039439089596, "auxiliary_loss_weight": 1.0, "epoch": 26.342376052385408, "flow_matching_loss": 0.014920077007263898, "grad_norm": 0.09799753874540329, "learning_rate": 1.0260455425999238e-06, "loss": 0.0159, "relation_loss": 0.0009372060303576291, "selected_pairs": 26944.4, "state_query_norm": 41.862876892089844, "state_relation_loss": 7.220207335194573e-05, "step": 28160, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009372060303576291, "weighted_relation_loss": 0.0009372060303576291 }, { "action_query_norm": 39.621507263183595, "action_relation_loss": 0.0008602386922575533, "auxiliary_loss_weight": 1.0, "epoch": 26.351730589335826, "flow_matching_loss": 0.01461428627371788, "grad_norm": 0.08904361724853516, "learning_rate": 1.0149669683249208e-06, "loss": 0.0155, "relation_loss": 0.0009273039177060127, "selected_pairs": 27103.4, "state_query_norm": 41.85674705505371, "state_relation_loss": 6.706522035528905e-05, "step": 28170, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009273039177060127, "weighted_relation_loss": 0.0009273039177060127 }, { "action_query_norm": 39.620048904418944, "action_relation_loss": 0.0008738175558391959, "auxiliary_loss_weight": 1.0, "epoch": 26.36108512628625, "flow_matching_loss": 0.013734692335128784, "grad_norm": 0.08777312934398651, "learning_rate": 1.003947915484027e-06, "loss": 0.0147, "relation_loss": 0.0009437339671421796, "selected_pairs": 26802.4, "state_query_norm": 41.8517765045166, "state_relation_loss": 6.991640402702615e-05, "step": 28180, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009437339671421796, "weighted_relation_loss": 0.0009437339671421796 }, { "action_query_norm": 39.65504837036133, "action_relation_loss": 0.0008506299345754087, "auxiliary_loss_weight": 1.0, "epoch": 26.37043966323667, "flow_matching_loss": 0.014786608703434467, "grad_norm": 0.3004353940486908, "learning_rate": 9.92988397466449e-07, "loss": 0.0157, "relation_loss": 0.0009206948336213828, "selected_pairs": 27061.0, "state_query_norm": 41.840018844604494, "state_relation_loss": 7.006490268395283e-05, "step": 28190, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009206948336213828, "weighted_relation_loss": 0.0009206948336213828 }, { "action_query_norm": 39.620906066894534, "action_relation_loss": 0.0008606294461060316, "auxiliary_loss_weight": 1.0, "epoch": 26.379794200187092, "flow_matching_loss": 0.015064599737524987, "grad_norm": 0.11347852647304535, "learning_rate": 9.820884275890286e-07, "loss": 0.016, "relation_loss": 0.0009329744148999453, "selected_pairs": 26301.3, "state_query_norm": 41.85024757385254, "state_relation_loss": 7.234497825265862e-05, "step": 28200, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0009329744148999453, "weighted_relation_loss": 0.0009329744148999453 }, { "action_query_norm": 39.65857429504395, "action_relation_loss": 0.000884477753425017, "auxiliary_loss_weight": 1.0, "epoch": 26.38914873713751, "flow_matching_loss": 0.016242151521146296, "grad_norm": 0.10881073027849197, "learning_rate": 9.712480190962546e-07, "loss": 0.0172, "relation_loss": 0.0009585649007931351, "selected_pairs": 26941.7, "state_query_norm": 41.83742408752441, "state_relation_loss": 7.408714518533088e-05, "step": 28210, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009585649007931351, "weighted_relation_loss": 0.0009585649007931351 }, { "action_query_norm": 39.625186920166016, "action_relation_loss": 0.0009920631011482329, "auxiliary_loss_weight": 1.0, "epoch": 26.398503274087933, "flow_matching_loss": 0.015293512772768737, "grad_norm": 0.0860452800989151, "learning_rate": 9.604671851602464e-07, "loss": 0.0164, "relation_loss": 0.0010627392271999269, "selected_pairs": 26439.2, "state_query_norm": 41.85536842346191, "state_relation_loss": 7.067614387779031e-05, "step": 28220, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.0010627392271999269, "weighted_relation_loss": 0.0010627392271999269 }, { "action_query_norm": 39.65043563842774, "action_relation_loss": 0.0008641115622594952, "auxiliary_loss_weight": 1.0, "epoch": 26.407857811038355, "flow_matching_loss": 0.014095180947333575, "grad_norm": 0.07280628383159637, "learning_rate": 9.497459388807306e-07, "loss": 0.015, "relation_loss": 0.0009322577796410769, "selected_pairs": 26755.4, "state_query_norm": 41.86665496826172, "state_relation_loss": 6.814623411628417e-05, "step": 28230, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009322577796410769, "weighted_relation_loss": 0.0009322577796410769 }, { "action_query_norm": 39.65539360046387, "action_relation_loss": 0.0008373555901926011, "auxiliary_loss_weight": 1.0, "epoch": 26.417212347988773, "flow_matching_loss": 0.015960930567234754, "grad_norm": 0.08253970742225647, "learning_rate": 9.390842932850364e-07, "loss": 0.0169, "relation_loss": 0.00090967922587879, "selected_pairs": 26965.5, "state_query_norm": 41.87668952941895, "state_relation_loss": 7.232363386719954e-05, "step": 28240, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.00090967922587879, "weighted_relation_loss": 0.00090967922587879 }, { "action_query_norm": 39.65853309631348, "action_relation_loss": 0.0008930868352763355, "auxiliary_loss_weight": 1.0, "epoch": 26.426566884939195, "flow_matching_loss": 0.014145549759268761, "grad_norm": 0.09158233553171158, "learning_rate": 9.28482261328073e-07, "loss": 0.0151, "relation_loss": 0.000963734369724989, "selected_pairs": 26763.9, "state_query_norm": 41.863480758666995, "state_relation_loss": 7.064752571750432e-05, "step": 28250, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.000963734369724989, "weighted_relation_loss": 0.000963734369724989 }, { "action_query_norm": 39.64287910461426, "action_relation_loss": 0.000862046517431736, "auxiliary_loss_weight": 1.0, "epoch": 26.435921421889617, "flow_matching_loss": 0.015917772985994817, "grad_norm": 0.07654521614313126, "learning_rate": 9.179398558923025e-07, "loss": 0.0169, "relation_loss": 0.0009346037812065333, "selected_pairs": 26596.3, "state_query_norm": 41.854994201660155, "state_relation_loss": 7.255726450239308e-05, "step": 28260, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0009346037812065333, "weighted_relation_loss": 0.0009346037812065333 }, { "action_query_norm": 39.62461204528809, "action_relation_loss": 0.0008573054510634392, "auxiliary_loss_weight": 1.0, "epoch": 26.44527595884004, "flow_matching_loss": 0.015303488820791245, "grad_norm": 0.08835297077894211, "learning_rate": 9.074570897877388e-07, "loss": 0.0162, "relation_loss": 0.0009281546343117952, "selected_pairs": 26827.6, "state_query_norm": 41.85005187988281, "state_relation_loss": 7.084919125190935e-05, "step": 28270, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009281546343117952, "weighted_relation_loss": 0.0009281546343117952 }, { "action_query_norm": 39.65593490600586, "action_relation_loss": 0.000859598774695769, "auxiliary_loss_weight": 1.0, "epoch": 26.454630495790457, "flow_matching_loss": 0.014934796653687955, "grad_norm": 0.08803530782461166, "learning_rate": 8.970339757519375e-07, "loss": 0.0159, "relation_loss": 0.0009293978684581817, "selected_pairs": 26453.5, "state_query_norm": 41.86092185974121, "state_relation_loss": 6.979909740039148e-05, "step": 28280, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009293978684581817, "weighted_relation_loss": 0.0009293978684581817 }, { "action_query_norm": 39.63332176208496, "action_relation_loss": 0.0008670614275615663, "auxiliary_loss_weight": 1.0, "epoch": 26.46398503274088, "flow_matching_loss": 0.014295704569667578, "grad_norm": 0.06928049027919769, "learning_rate": 8.866705264499619e-07, "loss": 0.0152, "relation_loss": 0.0009424159012269229, "selected_pairs": 27339.7, "state_query_norm": 41.84821243286133, "state_relation_loss": 7.535447584814393e-05, "step": 28290, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009424159012269229, "weighted_relation_loss": 0.0009424159012269229 }, { "action_query_norm": 39.651140213012695, "action_relation_loss": 0.0008796587237156928, "auxiliary_loss_weight": 1.0, "epoch": 26.4733395696913, "flow_matching_loss": 0.014647044241428375, "grad_norm": 0.08378918468952179, "learning_rate": 8.763667544743836e-07, "loss": 0.0156, "relation_loss": 0.0009505440481007099, "selected_pairs": 26894.4, "state_query_norm": 41.8590591430664, "state_relation_loss": 7.088531274348497e-05, "step": 28300, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009505440481007099, "weighted_relation_loss": 0.0009505440481007099 }, { "action_query_norm": 39.64626541137695, "action_relation_loss": 0.0008831059793010354, "auxiliary_loss_weight": 1.0, "epoch": 26.48269410664172, "flow_matching_loss": 0.017618186306208372, "grad_norm": 0.0958213284611702, "learning_rate": 8.661226723452543e-07, "loss": 0.0186, "relation_loss": 0.0009545958833768964, "selected_pairs": 27079.4, "state_query_norm": 41.846435546875, "state_relation_loss": 7.148990625864826e-05, "step": 28310, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0009545958833768964, "weighted_relation_loss": 0.0009545958833768964 }, { "action_query_norm": 39.63633842468262, "action_relation_loss": 0.0008625829825177789, "auxiliary_loss_weight": 1.0, "epoch": 26.492048643592142, "flow_matching_loss": 0.01526644816622138, "grad_norm": 0.09374122321605682, "learning_rate": 8.559382925101001e-07, "loss": 0.0162, "relation_loss": 0.0009359119751024992, "selected_pairs": 26578.0, "state_query_norm": 41.867415237426755, "state_relation_loss": 7.332898821914569e-05, "step": 28320, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0009359119751024992, "weighted_relation_loss": 0.0009359119751024992 }, { "action_query_norm": 39.64849624633789, "action_relation_loss": 0.0008505463425535709, "auxiliary_loss_weight": 1.0, "epoch": 26.501403180542564, "flow_matching_loss": 0.014172057900577784, "grad_norm": 0.06494192779064178, "learning_rate": 8.458136273438943e-07, "loss": 0.0151, "relation_loss": 0.0009216780541464687, "selected_pairs": 27505.6, "state_query_norm": 41.84809455871582, "state_relation_loss": 7.1131726144813e-05, "step": 28330, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0009216780541464687, "weighted_relation_loss": 0.0009216780541464687 }, { "action_query_norm": 39.649146270751956, "action_relation_loss": 0.0008816609566565603, "auxiliary_loss_weight": 1.0, "epoch": 26.510757717492986, "flow_matching_loss": 0.015117313526570798, "grad_norm": 0.10477404296398163, "learning_rate": 8.357486891490795e-07, "loss": 0.0161, "relation_loss": 0.000954103167168796, "selected_pairs": 26677.5, "state_query_norm": 41.86533737182617, "state_relation_loss": 7.244222651934252e-05, "step": 28340, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.000954103167168796, "weighted_relation_loss": 0.000954103167168796 }, { "action_query_norm": 39.599341583251956, "action_relation_loss": 0.0009296165313571692, "auxiliary_loss_weight": 1.0, "epoch": 26.520112254443404, "flow_matching_loss": 0.014730715844780206, "grad_norm": 0.08477769792079926, "learning_rate": 8.257434901554895e-07, "loss": 0.0157, "relation_loss": 0.0010026923497207462, "selected_pairs": 26203.8, "state_query_norm": 41.849786376953126, "state_relation_loss": 7.307581981876864e-05, "step": 28350, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.0010026923497207462, "weighted_relation_loss": 0.0010026923497207462 }, { "action_query_norm": 39.69462356567383, "action_relation_loss": 0.0008565088559407741, "auxiliary_loss_weight": 1.0, "epoch": 26.529466791393826, "flow_matching_loss": 0.01594727449119091, "grad_norm": 0.12130893021821976, "learning_rate": 8.157980425203937e-07, "loss": 0.0169, "relation_loss": 0.0009278109646402299, "selected_pairs": 27811.4, "state_query_norm": 41.867859268188475, "state_relation_loss": 7.130210324248764e-05, "step": 28360, "valid_action_samples": 236.3, "weighted_auxiliary_loss": 0.0009278109646402299, "weighted_relation_loss": 0.0009278109646402299 }, { "action_query_norm": 39.62821655273437, "action_relation_loss": 0.0008688224421348423, "auxiliary_loss_weight": 1.0, "epoch": 26.53882132834425, "flow_matching_loss": 0.015807518269866705, "grad_norm": 0.09250479191541672, "learning_rate": 8.059123583284367e-07, "loss": 0.0168, "relation_loss": 0.0009431079728528857, "selected_pairs": 26949.1, "state_query_norm": 41.854378890991214, "state_relation_loss": 7.428551907651126e-05, "step": 28370, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009431079728528857, "weighted_relation_loss": 0.0009431079728528857 }, { "action_query_norm": 39.62423973083496, "action_relation_loss": 0.0008855259628035128, "auxiliary_loss_weight": 1.0, "epoch": 26.548175865294667, "flow_matching_loss": 0.01740448083728552, "grad_norm": 0.08908013254404068, "learning_rate": 7.960864495916654e-07, "loss": 0.0184, "relation_loss": 0.0009579392964951694, "selected_pairs": 26763.2, "state_query_norm": 41.86465187072754, "state_relation_loss": 7.241333441925235e-05, "step": 28380, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009579392964951694, "weighted_relation_loss": 0.0009579392964951694 }, { "action_query_norm": 39.62983932495117, "action_relation_loss": 0.0008963454514741897, "auxiliary_loss_weight": 1.0, "epoch": 26.55753040224509, "flow_matching_loss": 0.014210263453423976, "grad_norm": 0.12814395129680634, "learning_rate": 7.863203282494847e-07, "loss": 0.0152, "relation_loss": 0.0009690660517662764, "selected_pairs": 26762.7, "state_query_norm": 41.87068061828613, "state_relation_loss": 7.272059556271416e-05, "step": 28390, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009690660517662764, "weighted_relation_loss": 0.0009690660517662764 }, { "action_query_norm": 39.62518577575683, "action_relation_loss": 0.0009293579554650932, "auxiliary_loss_weight": 1.0, "epoch": 26.56688493919551, "flow_matching_loss": 0.017333152517676354, "grad_norm": 0.08074310421943665, "learning_rate": 7.766140061686522e-07, "loss": 0.0183, "relation_loss": 0.0009999521891586483, "selected_pairs": 27036.6, "state_query_norm": 41.85542106628418, "state_relation_loss": 7.059422750899103e-05, "step": 28400, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009999521891586483, "weighted_relation_loss": 0.0009999521891586483 }, { "action_query_norm": 39.651794815063475, "action_relation_loss": 0.0008401985047385097, "auxiliary_loss_weight": 1.0, "epoch": 26.57623947614593, "flow_matching_loss": 0.01641394291073084, "grad_norm": 0.09967577457427979, "learning_rate": 7.669674951432615e-07, "loss": 0.0173, "relation_loss": 0.0009092452237382531, "selected_pairs": 26948.5, "state_query_norm": 41.85815315246582, "state_relation_loss": 6.90467182721477e-05, "step": 28410, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009092452237382531, "weighted_relation_loss": 0.0009092452237382531 }, { "action_query_norm": 39.61768493652344, "action_relation_loss": 0.0008287169912364334, "auxiliary_loss_weight": 1.0, "epoch": 26.58559401309635, "flow_matching_loss": 0.014203791785985232, "grad_norm": 0.08436927944421768, "learning_rate": 7.573808068947363e-07, "loss": 0.0151, "relation_loss": 0.000897643924690783, "selected_pairs": 26869.9, "state_query_norm": 41.853887939453124, "state_relation_loss": 6.892693745612633e-05, "step": 28420, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.000897643924690783, "weighted_relation_loss": 0.000897643924690783 }, { "action_query_norm": 39.63897552490234, "action_relation_loss": 0.0008718652476090938, "auxiliary_loss_weight": 1.0, "epoch": 26.594948550046773, "flow_matching_loss": 0.016299405414611102, "grad_norm": 0.09243573248386383, "learning_rate": 7.478539530718087e-07, "loss": 0.0172, "relation_loss": 0.00094425497809425, "selected_pairs": 26874.9, "state_query_norm": 41.84778366088867, "state_relation_loss": 7.238973412313499e-05, "step": 28430, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.00094425497809425, "weighted_relation_loss": 0.00094425497809425 }, { "action_query_norm": 39.65989456176758, "action_relation_loss": 0.0008717112534213812, "auxiliary_loss_weight": 1.0, "epoch": 26.604303086997195, "flow_matching_loss": 0.016100508999079464, "grad_norm": 0.08880136907100677, "learning_rate": 7.383869452504965e-07, "loss": 0.017, "relation_loss": 0.0009447218151763081, "selected_pairs": 26556.0, "state_query_norm": 41.84941864013672, "state_relation_loss": 7.301056939468253e-05, "step": 28440, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0009447218151763081, "weighted_relation_loss": 0.0009447218151763081 }, { "action_query_norm": 39.637155532836914, "action_relation_loss": 0.0008585487608797848, "auxiliary_loss_weight": 1.0, "epoch": 26.613657623947613, "flow_matching_loss": 0.014721298683434724, "grad_norm": 0.07581348717212677, "learning_rate": 7.289797949341204e-07, "loss": 0.0157, "relation_loss": 0.0009297193551901728, "selected_pairs": 26809.8, "state_query_norm": 41.86197700500488, "state_relation_loss": 7.117059285519645e-05, "step": 28450, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009297193551901728, "weighted_relation_loss": 0.0009297193551901728 }, { "action_query_norm": 39.61488723754883, "action_relation_loss": 0.0008725251886062324, "auxiliary_loss_weight": 1.0, "epoch": 26.623012160898035, "flow_matching_loss": 0.014550598990172147, "grad_norm": 0.11681336909532547, "learning_rate": 7.196325135532423e-07, "loss": 0.0155, "relation_loss": 0.0009425251395441592, "selected_pairs": 27050.9, "state_query_norm": 41.8538875579834, "state_relation_loss": 6.999995130172466e-05, "step": 28460, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009425251395441592, "weighted_relation_loss": 0.0009425251395441592 }, { "action_query_norm": 39.60507583618164, "action_relation_loss": 0.0008365374698769302, "auxiliary_loss_weight": 1.0, "epoch": 26.632366697848457, "flow_matching_loss": 0.016119442880153656, "grad_norm": 0.17258374392986298, "learning_rate": 7.10345112465699e-07, "loss": 0.017, "relation_loss": 0.0009088669379707426, "selected_pairs": 26548.4, "state_query_norm": 41.85109252929688, "state_relation_loss": 7.23294768249616e-05, "step": 28470, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0009088669379707426, "weighted_relation_loss": 0.0009088669379707426 }, { "action_query_norm": 39.63541450500488, "action_relation_loss": 0.0008816694898996502, "auxiliary_loss_weight": 1.0, "epoch": 26.641721234798876, "flow_matching_loss": 0.01553791994228959, "grad_norm": 0.08059713989496231, "learning_rate": 7.011176029565525e-07, "loss": 0.0165, "relation_loss": 0.0009516961639747023, "selected_pairs": 26919.3, "state_query_norm": 41.84547004699707, "state_relation_loss": 7.002667989581823e-05, "step": 28480, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009516961639747023, "weighted_relation_loss": 0.0009516961639747023 }, { "action_query_norm": 39.611444091796876, "action_relation_loss": 0.0008705836837179959, "auxiliary_loss_weight": 1.0, "epoch": 26.651075771749298, "flow_matching_loss": 0.013305032067000866, "grad_norm": 0.11130866408348083, "learning_rate": 6.919499962381004e-07, "loss": 0.0142, "relation_loss": 0.0009425159601960331, "selected_pairs": 26856.5, "state_query_norm": 41.84097785949707, "state_relation_loss": 7.193226483650505e-05, "step": 28490, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009425159601960331, "weighted_relation_loss": 0.0009425159601960331 }, { "action_query_norm": 39.66086921691895, "action_relation_loss": 0.0008481691998895258, "auxiliary_loss_weight": 1.0, "epoch": 26.66043030869972, "flow_matching_loss": 0.015903167985379697, "grad_norm": 0.10743676126003265, "learning_rate": 6.828423034498488e-07, "loss": 0.0168, "relation_loss": 0.0009194192010909319, "selected_pairs": 26417.8, "state_query_norm": 41.83880195617676, "state_relation_loss": 7.125000483938493e-05, "step": 28500, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0009194192010909319, "weighted_relation_loss": 0.0009194192010909319 }, { "action_query_norm": 39.63527488708496, "action_relation_loss": 0.0008623810310382396, "auxiliary_loss_weight": 1.0, "epoch": 26.669784845650142, "flow_matching_loss": 0.01621002536267042, "grad_norm": 0.08317774534225464, "learning_rate": 6.737945356585007e-07, "loss": 0.0171, "relation_loss": 0.0009319498552940786, "selected_pairs": 26731.4, "state_query_norm": 41.864274978637695, "state_relation_loss": 6.956881261430681e-05, "step": 28510, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009319498552940786, "weighted_relation_loss": 0.0009319498552940786 }, { "action_query_norm": 39.59367370605469, "action_relation_loss": 0.0008769971784204245, "auxiliary_loss_weight": 1.0, "epoch": 26.67913938260056, "flow_matching_loss": 0.015061859786510468, "grad_norm": 0.0660277009010315, "learning_rate": 6.648067038579508e-07, "loss": 0.016, "relation_loss": 0.0009478008607402444, "selected_pairs": 26295.4, "state_query_norm": 41.849493408203124, "state_relation_loss": 7.080368741299025e-05, "step": 28520, "valid_action_samples": 229.8, "weighted_auxiliary_loss": 0.0009478008607402444, "weighted_relation_loss": 0.0009478008607402444 }, { "action_query_norm": 39.61347618103027, "action_relation_loss": 0.0008652270713355392, "auxiliary_loss_weight": 1.0, "epoch": 26.688493919550982, "flow_matching_loss": 0.015895376354455946, "grad_norm": 0.10710233449935913, "learning_rate": 6.558788189692578e-07, "loss": 0.0168, "relation_loss": 0.0009363599005155265, "selected_pairs": 26465.6, "state_query_norm": 41.855908203125, "state_relation_loss": 7.113282772479579e-05, "step": 28530, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009363599005155265, "weighted_relation_loss": 0.0009363599005155265 }, { "action_query_norm": 39.65139884948731, "action_relation_loss": 0.0008889519434887916, "auxiliary_loss_weight": 1.0, "epoch": 26.697848456501404, "flow_matching_loss": 0.016475363355129957, "grad_norm": 0.09638884663581848, "learning_rate": 6.470108918406492e-07, "loss": 0.0174, "relation_loss": 0.0009636924020014703, "selected_pairs": 26969.8, "state_query_norm": 41.84925422668457, "state_relation_loss": 7.47404650610406e-05, "step": 28540, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009636924020014703, "weighted_relation_loss": 0.0009636924020014703 }, { "action_query_norm": 39.65304946899414, "action_relation_loss": 0.0008760451048146934, "auxiliary_loss_weight": 1.0, "epoch": 26.707202993451823, "flow_matching_loss": 0.015940498746931552, "grad_norm": 0.10035654157400131, "learning_rate": 6.382029332474893e-07, "loss": 0.0169, "relation_loss": 0.0009462155168876052, "selected_pairs": 26464.8, "state_query_norm": 41.85585060119629, "state_relation_loss": 7.017040697974153e-05, "step": 28550, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009462155168876052, "weighted_relation_loss": 0.0009462155168876052 }, { "action_query_norm": 39.60987930297851, "action_relation_loss": 0.0009567569533828646, "auxiliary_loss_weight": 1.0, "epoch": 26.716557530402245, "flow_matching_loss": 0.015921305399388075, "grad_norm": 0.10026781260967255, "learning_rate": 6.294549538922778e-07, "loss": 0.017, "relation_loss": 0.0010307552816811948, "selected_pairs": 27220.1, "state_query_norm": 41.8381160736084, "state_relation_loss": 7.399833048111759e-05, "step": 28560, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0010307552816811948, "weighted_relation_loss": 0.0010307552816811948 }, { "action_query_norm": 39.621521377563475, "action_relation_loss": 0.0008981679857242852, "auxiliary_loss_weight": 1.0, "epoch": 26.725912067352667, "flow_matching_loss": 0.015466335788369178, "grad_norm": 0.09115804731845856, "learning_rate": 6.207669644046344e-07, "loss": 0.0164, "relation_loss": 0.0009681867551989854, "selected_pairs": 26270.6, "state_query_norm": 41.82695350646973, "state_relation_loss": 7.001876147114672e-05, "step": 28570, "valid_action_samples": 229.7, "weighted_auxiliary_loss": 0.0009681867551989854, "weighted_relation_loss": 0.0009681867551989854 }, { "action_query_norm": 39.643828582763675, "action_relation_loss": 0.0008794799796305597, "auxiliary_loss_weight": 1.0, "epoch": 26.73526660430309, "flow_matching_loss": 0.015679371543228626, "grad_norm": 0.08175988495349884, "learning_rate": 6.121389753412865e-07, "loss": 0.0166, "relation_loss": 0.000954264507163316, "selected_pairs": 26530.8, "state_query_norm": 41.84668731689453, "state_relation_loss": 7.47845206205966e-05, "step": 28580, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.000954264507163316, "weighted_relation_loss": 0.000954264507163316 }, { "action_query_norm": 39.67546005249024, "action_relation_loss": 0.0008655015437398106, "auxiliary_loss_weight": 1.0, "epoch": 26.744621141253507, "flow_matching_loss": 0.015400486718863248, "grad_norm": 0.09697435051202774, "learning_rate": 6.035709971860592e-07, "loss": 0.0163, "relation_loss": 0.0009376461151987314, "selected_pairs": 27202.7, "state_query_norm": 41.846879959106445, "state_relation_loss": 7.214456054498442e-05, "step": 28590, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009376461151987314, "weighted_relation_loss": 0.0009376461151987314 }, { "action_query_norm": 39.558179473876955, "action_relation_loss": 0.0009153033723123371, "auxiliary_loss_weight": 1.0, "epoch": 26.75397567820393, "flow_matching_loss": 0.015526272635906935, "grad_norm": 0.11490985006093979, "learning_rate": 5.950630403498469e-07, "loss": 0.0165, "relation_loss": 0.0009892854723148048, "selected_pairs": 26524.3, "state_query_norm": 41.85024757385254, "state_relation_loss": 7.398209563689307e-05, "step": 28600, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009892854723148048, "weighted_relation_loss": 0.0009892854723148048 }, { "action_query_norm": 39.682421112060545, "action_relation_loss": 0.000839847099268809, "auxiliary_loss_weight": 1.0, "epoch": 26.76333021515435, "flow_matching_loss": 0.014521317742764949, "grad_norm": 0.08321060240268707, "learning_rate": 5.866151151706189e-07, "loss": 0.0154, "relation_loss": 0.0009118522750213743, "selected_pairs": 26920.2, "state_query_norm": 41.86498870849609, "state_relation_loss": 7.200516993179917e-05, "step": 28610, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009118522750213743, "weighted_relation_loss": 0.0009118522750213743 }, { "action_query_norm": 39.680715560913086, "action_relation_loss": 0.0008313695318065584, "auxiliary_loss_weight": 1.0, "epoch": 26.77268475210477, "flow_matching_loss": 0.01560564422979951, "grad_norm": 0.1358676701784134, "learning_rate": 5.782272319134086e-07, "loss": 0.0165, "relation_loss": 0.0009012854541651904, "selected_pairs": 26525.9, "state_query_norm": 41.861296844482425, "state_relation_loss": 6.99159147188766e-05, "step": 28620, "valid_action_samples": 230.8, "weighted_auxiliary_loss": 0.0009012854541651904, "weighted_relation_loss": 0.0009012854541651904 }, { "action_query_norm": 39.712248992919925, "action_relation_loss": 0.0008278743014670908, "auxiliary_loss_weight": 1.0, "epoch": 26.78203928905519, "flow_matching_loss": 0.01627481058239937, "grad_norm": 0.101941779255867, "learning_rate": 5.698994007702796e-07, "loss": 0.0172, "relation_loss": 0.0009002725419122726, "selected_pairs": 27614.9, "state_query_norm": 41.86453475952148, "state_relation_loss": 7.2398242627969e-05, "step": 28630, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.0009002725419122726, "weighted_relation_loss": 0.0009002725419122726 }, { "action_query_norm": 39.654079818725585, "action_relation_loss": 0.0008184782462194562, "auxiliary_loss_weight": 1.0, "epoch": 26.791393826005613, "flow_matching_loss": 0.016553377173840998, "grad_norm": 0.10081907361745834, "learning_rate": 5.616316318603321e-07, "loss": 0.0174, "relation_loss": 0.0008900835702661425, "selected_pairs": 26989.4, "state_query_norm": 41.85095558166504, "state_relation_loss": 7.16053182259202e-05, "step": 28640, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0008900835702661425, "weighted_relation_loss": 0.0008900835702661425 }, { "action_query_norm": 39.63445053100586, "action_relation_loss": 0.0008496764348819852, "auxiliary_loss_weight": 1.0, "epoch": 26.800748362956035, "flow_matching_loss": 0.016653108410537243, "grad_norm": 0.11198677867650986, "learning_rate": 5.534239352296799e-07, "loss": 0.0176, "relation_loss": 0.000919535115826875, "selected_pairs": 27045.7, "state_query_norm": 41.8620719909668, "state_relation_loss": 6.985867585171946e-05, "step": 28650, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.000919535115826875, "weighted_relation_loss": 0.000919535115826875 }, { "action_query_norm": 39.666648864746094, "action_relation_loss": 0.000844495085766539, "auxiliary_loss_weight": 1.0, "epoch": 26.810102899906454, "flow_matching_loss": 0.01602595569565892, "grad_norm": 0.09269803762435913, "learning_rate": 5.452763208514621e-07, "loss": 0.0169, "relation_loss": 0.0009155944630037993, "selected_pairs": 27084.3, "state_query_norm": 41.847874069213866, "state_relation_loss": 7.109939033398405e-05, "step": 28660, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0009155944630037993, "weighted_relation_loss": 0.0009155944630037993 }, { "action_query_norm": 39.617350006103514, "action_relation_loss": 0.0008450622379314154, "auxiliary_loss_weight": 1.0, "epoch": 26.819457436856876, "flow_matching_loss": 0.014945136290043593, "grad_norm": 0.1221344992518425, "learning_rate": 5.371887986257873e-07, "loss": 0.0159, "relation_loss": 0.0009162595204543322, "selected_pairs": 26415.9, "state_query_norm": 41.85838851928711, "state_relation_loss": 7.11972803401295e-05, "step": 28670, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0009162595204543322, "weighted_relation_loss": 0.0009162595204543322 }, { "action_query_norm": 39.644013214111325, "action_relation_loss": 0.0008534702297765762, "auxiliary_loss_weight": 1.0, "epoch": 26.828811973807298, "flow_matching_loss": 0.014925552997738123, "grad_norm": 0.15266533195972443, "learning_rate": 5.291613783797611e-07, "loss": 0.0158, "relation_loss": 0.0009216948063112795, "selected_pairs": 26874.0, "state_query_norm": 41.852695083618165, "state_relation_loss": 6.822456234658602e-05, "step": 28680, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009216948063112795, "weighted_relation_loss": 0.0009216948063112795 }, { "action_query_norm": 39.657915115356445, "action_relation_loss": 0.000854128273203969, "auxiliary_loss_weight": 1.0, "epoch": 26.838166510757716, "flow_matching_loss": 0.01569548072293401, "grad_norm": 0.09750299900770187, "learning_rate": 5.211940698674534e-07, "loss": 0.0166, "relation_loss": 0.0009283618477638811, "selected_pairs": 27107.9, "state_query_norm": 41.84534339904785, "state_relation_loss": 7.423359347740189e-05, "step": 28690, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009283618477638811, "weighted_relation_loss": 0.0009283618477638811 }, { "action_query_norm": 39.67698593139649, "action_relation_loss": 0.0008543217205442488, "auxiliary_loss_weight": 1.0, "epoch": 26.84752104770814, "flow_matching_loss": 0.015253886766731738, "grad_norm": 0.09625180065631866, "learning_rate": 5.132868827698978e-07, "loss": 0.0162, "relation_loss": 0.0009277714067138732, "selected_pairs": 27614.3, "state_query_norm": 41.87360153198242, "state_relation_loss": 7.344969199039043e-05, "step": 28700, "valid_action_samples": 235.5, "weighted_auxiliary_loss": 0.0009277714067138732, "weighted_relation_loss": 0.0009277714067138732 }, { "action_query_norm": 39.609663772583005, "action_relation_loss": 0.0008569508965592832, "auxiliary_loss_weight": 1.0, "epoch": 26.85687558465856, "flow_matching_loss": 0.016040606331080197, "grad_norm": 0.09162753820419312, "learning_rate": 5.054398266950755e-07, "loss": 0.017, "relation_loss": 0.0009279041201807559, "selected_pairs": 26969.0, "state_query_norm": 41.843343353271486, "state_relation_loss": 7.095323198882397e-05, "step": 28710, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009279041201807559, "weighted_relation_loss": 0.0009279041201807559 }, { "action_query_norm": 39.60528755187988, "action_relation_loss": 0.000888454366941005, "auxiliary_loss_weight": 1.0, "epoch": 26.86623012160898, "flow_matching_loss": 0.016941096913069487, "grad_norm": 0.12506866455078125, "learning_rate": 4.976529111778872e-07, "loss": 0.0179, "relation_loss": 0.0009580962243489922, "selected_pairs": 27363.5, "state_query_norm": 41.850123977661134, "state_relation_loss": 6.964185085962526e-05, "step": 28720, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009580962243489922, "weighted_relation_loss": 0.0009580962243489922 }, { "action_query_norm": 39.651970291137694, "action_relation_loss": 0.0008434828021563589, "auxiliary_loss_weight": 1.0, "epoch": 26.8755846585594, "flow_matching_loss": 0.015463265310972928, "grad_norm": 0.10136889666318893, "learning_rate": 4.899261456801862e-07, "loss": 0.0164, "relation_loss": 0.0009149033925496042, "selected_pairs": 27175.2, "state_query_norm": 41.84763946533203, "state_relation_loss": 7.14205831172876e-05, "step": 28730, "valid_action_samples": 233.6, "weighted_auxiliary_loss": 0.0009149033925496042, "weighted_relation_loss": 0.0009149033925496042 }, { "action_query_norm": 39.613430404663085, "action_relation_loss": 0.0008602927497122437, "auxiliary_loss_weight": 1.0, "epoch": 26.884939195509823, "flow_matching_loss": 0.01533218901604414, "grad_norm": 0.07782738655805588, "learning_rate": 4.822595395907126e-07, "loss": 0.0163, "relation_loss": 0.0009331360284704715, "selected_pairs": 26594.9, "state_query_norm": 41.85956954956055, "state_relation_loss": 7.284327657544054e-05, "step": 28740, "valid_action_samples": 231.1, "weighted_auxiliary_loss": 0.0009331360284704715, "weighted_relation_loss": 0.0009331360284704715 }, { "action_query_norm": 39.64050178527832, "action_relation_loss": 0.0008821388997603208, "auxiliary_loss_weight": 1.0, "epoch": 26.894293732460245, "flow_matching_loss": 0.015251823607832194, "grad_norm": 0.11454382538795471, "learning_rate": 4.7465310222510886e-07, "loss": 0.0162, "relation_loss": 0.0009544356376864016, "selected_pairs": 27334.8, "state_query_norm": 41.861137771606444, "state_relation_loss": 7.229673501569777e-05, "step": 28750, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009544356376864016, "weighted_relation_loss": 0.0009544356376864016 }, { "action_query_norm": 39.64859733581543, "action_relation_loss": 0.0008658050559461117, "auxiliary_loss_weight": 1.0, "epoch": 26.903648269410663, "flow_matching_loss": 0.016264089941978456, "grad_norm": 0.0940447747707367, "learning_rate": 4.6710684282593175e-07, "loss": 0.0172, "relation_loss": 0.0009361579664982856, "selected_pairs": 26942.0, "state_query_norm": 41.863331985473636, "state_relation_loss": 7.035290655039716e-05, "step": 28760, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009361579664982856, "weighted_relation_loss": 0.0009361579664982856 }, { "action_query_norm": 39.57572021484375, "action_relation_loss": 0.0008925489790271967, "auxiliary_loss_weight": 1.0, "epoch": 26.913002806361085, "flow_matching_loss": 0.015184399392455816, "grad_norm": 0.09794878214597702, "learning_rate": 4.5962077056257993e-07, "loss": 0.0161, "relation_loss": 0.0009582395316101611, "selected_pairs": 26663.3, "state_query_norm": 41.85313949584961, "state_relation_loss": 6.569055367435794e-05, "step": 28770, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0009582395316101611, "weighted_relation_loss": 0.0009582395316101611 }, { "action_query_norm": 39.64562225341797, "action_relation_loss": 0.0008510694839060307, "auxiliary_loss_weight": 1.0, "epoch": 26.922357343311507, "flow_matching_loss": 0.013933141436427831, "grad_norm": 0.11147879809141159, "learning_rate": 4.521948945313492e-07, "loss": 0.0149, "relation_loss": 0.000924852560274303, "selected_pairs": 26896.0, "state_query_norm": 41.86099281311035, "state_relation_loss": 7.378307564067654e-05, "step": 28780, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.000924852560274303, "weighted_relation_loss": 0.000924852560274303 }, { "action_query_norm": 39.617773818969724, "action_relation_loss": 0.0008323312737047672, "auxiliary_loss_weight": 1.0, "epoch": 26.931711880261926, "flow_matching_loss": 0.016706989239901306, "grad_norm": 0.0878731831908226, "learning_rate": 4.4482922375537195e-07, "loss": 0.0176, "relation_loss": 0.0009035772352945059, "selected_pairs": 25845.2, "state_query_norm": 41.857351303100586, "state_relation_loss": 7.124595358618536e-05, "step": 28790, "valid_action_samples": 227.8, "weighted_auxiliary_loss": 0.0009035772352945059, "weighted_relation_loss": 0.0009035772352945059 }, { "action_query_norm": 39.647891235351565, "action_relation_loss": 0.0008373683143872767, "auxiliary_loss_weight": 1.0, "epoch": 26.941066417212348, "flow_matching_loss": 0.015252165589481592, "grad_norm": 0.0681026503443718, "learning_rate": 4.375237671846333e-07, "loss": 0.0162, "relation_loss": 0.0009082240809220821, "selected_pairs": 26368.6, "state_query_norm": 41.85227394104004, "state_relation_loss": 7.085576798999682e-05, "step": 28800, "valid_action_samples": 230.1, "weighted_auxiliary_loss": 0.0009082240809220821, "weighted_relation_loss": 0.0009082240809220821 }, { "action_query_norm": 39.60274772644043, "action_relation_loss": 0.0009287880617193878, "auxiliary_loss_weight": 1.0, "epoch": 26.95042095416277, "flow_matching_loss": 0.014959146734327078, "grad_norm": 0.08130199462175369, "learning_rate": 4.302785336959547e-07, "loss": 0.016, "relation_loss": 0.0009991355007514357, "selected_pairs": 26246.3, "state_query_norm": 41.857316207885745, "state_relation_loss": 7.034744339762256e-05, "step": 28810, "valid_action_samples": 229.6, "weighted_auxiliary_loss": 0.0009991355007514357, "weighted_relation_loss": 0.0009991355007514357 }, { "action_query_norm": 39.61853523254395, "action_relation_loss": 0.0008948162838350981, "auxiliary_loss_weight": 1.0, "epoch": 26.95977549111319, "flow_matching_loss": 0.0159721152856946, "grad_norm": 0.10887188464403152, "learning_rate": 4.2309353209297744e-07, "loss": 0.0169, "relation_loss": 0.0009645728103350848, "selected_pairs": 26515.1, "state_query_norm": 41.845768737792966, "state_relation_loss": 6.975652722758241e-05, "step": 28820, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009645728103350848, "weighted_relation_loss": 0.0009645728103350848 }, { "action_query_norm": 39.65040550231934, "action_relation_loss": 0.0009129009384196251, "auxiliary_loss_weight": 1.0, "epoch": 26.96913002806361, "flow_matching_loss": 0.014719068072736263, "grad_norm": 0.06934136152267456, "learning_rate": 4.159687711061566e-07, "loss": 0.0157, "relation_loss": 0.0009819723840337248, "selected_pairs": 27667.7, "state_query_norm": 41.86290168762207, "state_relation_loss": 6.907144052092917e-05, "step": 28830, "valid_action_samples": 235.7, "weighted_auxiliary_loss": 0.0009819723840337248, "weighted_relation_loss": 0.0009819723840337248 }, { "action_query_norm": 39.606472396850585, "action_relation_loss": 0.000895658292574808, "auxiliary_loss_weight": 1.0, "epoch": 26.978484565014032, "flow_matching_loss": 0.016638503037393094, "grad_norm": 0.1057848259806633, "learning_rate": 4.0890425939275055e-07, "loss": 0.0176, "relation_loss": 0.0009658967435825616, "selected_pairs": 27366.7, "state_query_norm": 41.85597114562988, "state_relation_loss": 7.023846192169003e-05, "step": 28840, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.0009658967435825616, "weighted_relation_loss": 0.0009658967435825616 }, { "action_query_norm": 39.633188247680664, "action_relation_loss": 0.0008428691304288805, "auxiliary_loss_weight": 1.0, "epoch": 26.987839101964454, "flow_matching_loss": 0.014765645936131477, "grad_norm": 0.10350771993398666, "learning_rate": 4.0190000553679827e-07, "loss": 0.0157, "relation_loss": 0.000913438742281869, "selected_pairs": 27371.7, "state_query_norm": 41.85002326965332, "state_relation_loss": 7.05695969372755e-05, "step": 28850, "valid_action_samples": 234.4, "weighted_auxiliary_loss": 0.000913438742281869, "weighted_relation_loss": 0.000913438742281869 }, { "action_query_norm": 39.6237735748291, "action_relation_loss": 0.0008506122103426605, "auxiliary_loss_weight": 1.0, "epoch": 26.997193638914872, "flow_matching_loss": 0.0156971862539649, "grad_norm": 0.08564760535955429, "learning_rate": 3.9495601804913627e-07, "loss": 0.0166, "relation_loss": 0.0009198930056300014, "selected_pairs": 26738.6, "state_query_norm": 41.8658203125, "state_relation_loss": 6.928079346835148e-05, "step": 28860, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009198930056300014, "weighted_relation_loss": 0.0009198930056300014 }, { "action_query_norm": 39.607208251953125, "action_relation_loss": 0.0010124846128746867, "auxiliary_loss_weight": 1.0, "epoch": 27.006548175865294, "flow_matching_loss": 0.0162100313231349, "grad_norm": 0.09093144536018372, "learning_rate": 3.880723053673652e-07, "loss": 0.0173, "relation_loss": 0.0010826096346136182, "selected_pairs": 24389.7, "state_query_norm": 41.873185348510745, "state_relation_loss": 7.012500900600571e-05, "step": 28870, "valid_action_samples": 214.5, "weighted_auxiliary_loss": 0.0010826096346136182, "weighted_relation_loss": 0.0010826096346136182 }, { "action_query_norm": 39.57945938110352, "action_relation_loss": 0.000843101175269112, "auxiliary_loss_weight": 1.0, "epoch": 27.015902712815716, "flow_matching_loss": 0.016119916271418334, "grad_norm": 0.11721689999103546, "learning_rate": 3.812488758558386e-07, "loss": 0.017, "relation_loss": 0.0009131827799137681, "selected_pairs": 26616.7, "state_query_norm": 41.856432342529295, "state_relation_loss": 7.008160682744346e-05, "step": 28880, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0009131827799137681, "weighted_relation_loss": 0.0009131827799137681 }, { "action_query_norm": 39.622490310668944, "action_relation_loss": 0.0008496502821799367, "auxiliary_loss_weight": 1.0, "epoch": 27.02525724976614, "flow_matching_loss": 0.015567156206816434, "grad_norm": 0.08853636682033539, "learning_rate": 3.744857378056743e-07, "loss": 0.0165, "relation_loss": 0.0009171613317448645, "selected_pairs": 25756.0, "state_query_norm": 41.86892318725586, "state_relation_loss": 6.751104156137444e-05, "step": 28890, "valid_action_samples": 227.4, "weighted_auxiliary_loss": 0.0009171613317448645, "weighted_relation_loss": 0.0009171613317448645 }, { "action_query_norm": 39.565089797973634, "action_relation_loss": 0.000880575564224273, "auxiliary_loss_weight": 1.0, "epoch": 27.034611786716557, "flow_matching_loss": 0.01555020771920681, "grad_norm": 0.11238008737564087, "learning_rate": 3.677828994347154e-07, "loss": 0.0165, "relation_loss": 0.0009487355418968946, "selected_pairs": 27298.1, "state_query_norm": 41.854632186889646, "state_relation_loss": 6.815998822276014e-05, "step": 28900, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0009487355418968946, "weighted_relation_loss": 0.0009487355418968946 }, { "action_query_norm": 39.618696212768555, "action_relation_loss": 0.0009029376378748566, "auxiliary_loss_weight": 1.0, "epoch": 27.04396632366698, "flow_matching_loss": 0.015320939477533102, "grad_norm": 0.11105699837207794, "learning_rate": 3.61140368887547e-07, "loss": 0.0163, "relation_loss": 0.0009715760068502277, "selected_pairs": 26803.4, "state_query_norm": 41.85441551208496, "state_relation_loss": 6.863836315460504e-05, "step": 28910, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009715760068502277, "weighted_relation_loss": 0.0009715760068502277 }, { "action_query_norm": 39.5911319732666, "action_relation_loss": 0.0008557288674637675, "auxiliary_loss_weight": 1.0, "epoch": 27.0533208606174, "flow_matching_loss": 0.015790384262800217, "grad_norm": 0.11104793101549149, "learning_rate": 3.545581542354681e-07, "loss": 0.0167, "relation_loss": 0.0009312421665526926, "selected_pairs": 26695.0, "state_query_norm": 41.84425773620605, "state_relation_loss": 7.551330199930816e-05, "step": 28920, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0009312421665526926, "weighted_relation_loss": 0.0009312421665526926 }, { "action_query_norm": 39.64312591552734, "action_relation_loss": 0.000824382237624377, "auxiliary_loss_weight": 1.0, "epoch": 27.06267539756782, "flow_matching_loss": 0.015399938821792603, "grad_norm": 0.13268788158893585, "learning_rate": 3.480362634764922e-07, "loss": 0.0163, "relation_loss": 0.0008953353739343583, "selected_pairs": 26777.4, "state_query_norm": 41.87816734313965, "state_relation_loss": 7.095312903402374e-05, "step": 28930, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0008953353739343583, "weighted_relation_loss": 0.0008953353739343583 }, { "action_query_norm": 39.657481002807614, "action_relation_loss": 0.0008742203761357814, "auxiliary_loss_weight": 1.0, "epoch": 27.07202993451824, "flow_matching_loss": 0.014639804512262345, "grad_norm": 0.13304057717323303, "learning_rate": 3.4157470453533014e-07, "loss": 0.0156, "relation_loss": 0.0009459529188461602, "selected_pairs": 26833.5, "state_query_norm": 41.84819984436035, "state_relation_loss": 7.173254853114486e-05, "step": 28940, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009459529188461602, "weighted_relation_loss": 0.0009459529188461602 }, { "action_query_norm": 39.67115516662598, "action_relation_loss": 0.00081224421155639, "auxiliary_loss_weight": 1.0, "epoch": 27.081384471468663, "flow_matching_loss": 0.015637591667473315, "grad_norm": 0.09683747589588165, "learning_rate": 3.3517348526339034e-07, "loss": 0.0165, "relation_loss": 0.0008855599910020829, "selected_pairs": 26879.9, "state_query_norm": 41.85437850952148, "state_relation_loss": 7.331579254241661e-05, "step": 28950, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0008855599910020829, "weighted_relation_loss": 0.0008855599910020829 }, { "action_query_norm": 39.59283790588379, "action_relation_loss": 0.0008800231851637363, "auxiliary_loss_weight": 1.0, "epoch": 27.09073900841908, "flow_matching_loss": 0.016410048492252825, "grad_norm": 0.11160697042942047, "learning_rate": 3.288326134387454e-07, "loss": 0.0174, "relation_loss": 0.0009457184467464685, "selected_pairs": 26700.1, "state_query_norm": 41.84064979553223, "state_relation_loss": 6.56952692224877e-05, "step": 28960, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0009457184467464685, "weighted_relation_loss": 0.0009457184467464685 }, { "action_query_norm": 39.6741828918457, "action_relation_loss": 0.000852268235757947, "auxiliary_loss_weight": 1.0, "epoch": 27.100093545369504, "flow_matching_loss": 0.016320077423006295, "grad_norm": 0.19257400929927826, "learning_rate": 3.225520967661655e-07, "loss": 0.0172, "relation_loss": 0.0009215157071594149, "selected_pairs": 25933.8, "state_query_norm": 41.837272262573244, "state_relation_loss": 6.924746121512726e-05, "step": 28970, "valid_action_samples": 228.2, "weighted_auxiliary_loss": 0.0009215157071594149, "weighted_relation_loss": 0.0009215157071594149 }, { "action_query_norm": 39.666018676757815, "action_relation_loss": 0.0008441108802799135, "auxiliary_loss_weight": 1.0, "epoch": 27.109448082319926, "flow_matching_loss": 0.014138293359428645, "grad_norm": 0.1303272545337677, "learning_rate": 3.163319428770628e-07, "loss": 0.0151, "relation_loss": 0.0009180887835100293, "selected_pairs": 26861.3, "state_query_norm": 41.85596618652344, "state_relation_loss": 7.397790614049882e-05, "step": 28980, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009180887835100293, "weighted_relation_loss": 0.0009180887835100293 }, { "action_query_norm": 39.606885528564455, "action_relation_loss": 0.00090159383835271, "auxiliary_loss_weight": 1.0, "epoch": 27.118802619270348, "flow_matching_loss": 0.016538347210735084, "grad_norm": 0.09424149990081787, "learning_rate": 3.1017215932951374e-07, "loss": 0.0175, "relation_loss": 0.0009742496360559017, "selected_pairs": 25896.5, "state_query_norm": 41.85257835388184, "state_relation_loss": 7.265578169608488e-05, "step": 28990, "valid_action_samples": 228.0, "weighted_auxiliary_loss": 0.0009742496360559017, "weighted_relation_loss": 0.0009742496360559017 }, { "action_query_norm": 39.66734161376953, "action_relation_loss": 0.0008227377315051853, "auxiliary_loss_weight": 1.0, "epoch": 27.128157156220766, "flow_matching_loss": 0.017078576888889075, "grad_norm": 0.09331122040748596, "learning_rate": 3.040727536082366e-07, "loss": 0.018, "relation_loss": 0.0008952799427788705, "selected_pairs": 27011.8, "state_query_norm": 41.85029678344726, "state_relation_loss": 7.254221236507874e-05, "step": 29000, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0008952799427788705, "weighted_relation_loss": 0.0008952799427788705 }, { "action_query_norm": 39.66279754638672, "action_relation_loss": 0.0008633801247924566, "auxiliary_loss_weight": 1.0, "epoch": 27.137511693171188, "flow_matching_loss": 0.01329552149400115, "grad_norm": 0.08900583535432816, "learning_rate": 2.980337331245864e-07, "loss": 0.0142, "relation_loss": 0.0009340395336039364, "selected_pairs": 26690.9, "state_query_norm": 41.85728302001953, "state_relation_loss": 7.065939935273491e-05, "step": 29010, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0009340395336039364, "weighted_relation_loss": 0.0009340395336039364 }, { "action_query_norm": 39.65528411865235, "action_relation_loss": 0.000858654105104506, "auxiliary_loss_weight": 1.0, "epoch": 27.14686623012161, "flow_matching_loss": 0.01570185236632824, "grad_norm": 0.10876559466123581, "learning_rate": 2.9205510521653213e-07, "loss": 0.0166, "relation_loss": 0.0009327861655037851, "selected_pairs": 26415.2, "state_query_norm": 41.846191024780275, "state_relation_loss": 7.413206622004509e-05, "step": 29020, "valid_action_samples": 230.3, "weighted_auxiliary_loss": 0.0009327861655037851, "weighted_relation_loss": 0.0009327861655037851 }, { "action_query_norm": 39.67303810119629, "action_relation_loss": 0.0008853790699504316, "auxiliary_loss_weight": 1.0, "epoch": 27.15622076707203, "flow_matching_loss": 0.016328035946935417, "grad_norm": 0.12854470312595367, "learning_rate": 2.86136877148685e-07, "loss": 0.0173, "relation_loss": 0.0009587106993421912, "selected_pairs": 27251.0, "state_query_norm": 41.84789962768555, "state_relation_loss": 7.333163157454691e-05, "step": 29030, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009587106993421912, "weighted_relation_loss": 0.0009587106993421912 }, { "action_query_norm": 39.66117858886719, "action_relation_loss": 0.000892601883970201, "auxiliary_loss_weight": 1.0, "epoch": 27.16557530402245, "flow_matching_loss": 0.01514557022601366, "grad_norm": 0.13169743120670319, "learning_rate": 2.8027905611223704e-07, "loss": 0.0161, "relation_loss": 0.0009635671391151846, "selected_pairs": 27244.7, "state_query_norm": 41.85586929321289, "state_relation_loss": 7.096526969689876e-05, "step": 29040, "valid_action_samples": 233.9, "weighted_auxiliary_loss": 0.0009635671391151846, "weighted_relation_loss": 0.0009635671391151846 }, { "action_query_norm": 39.65888671875, "action_relation_loss": 0.000805976358242333, "auxiliary_loss_weight": 1.0, "epoch": 27.174929840972872, "flow_matching_loss": 0.015442149434238672, "grad_norm": 0.09091610461473465, "learning_rate": 2.7448164922500573e-07, "loss": 0.0163, "relation_loss": 0.0008761935867369175, "selected_pairs": 26881.1, "state_query_norm": 41.8560546875, "state_relation_loss": 7.021722303761635e-05, "step": 29050, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0008761935867369175, "weighted_relation_loss": 0.0008761935867369175 }, { "action_query_norm": 39.647233200073245, "action_relation_loss": 0.0008505293691996485, "auxiliary_loss_weight": 1.0, "epoch": 27.184284377923294, "flow_matching_loss": 0.015892752166837453, "grad_norm": 0.10529579222202301, "learning_rate": 2.687446635313784e-07, "loss": 0.0168, "relation_loss": 0.000922801491105929, "selected_pairs": 26736.4, "state_query_norm": 41.843739700317386, "state_relation_loss": 7.227212699945085e-05, "step": 29060, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.000922801491105929, "weighted_relation_loss": 0.000922801491105929 }, { "action_query_norm": 39.6738166809082, "action_relation_loss": 0.0008286795229651034, "auxiliary_loss_weight": 1.0, "epoch": 27.193638914873713, "flow_matching_loss": 0.01581536130979657, "grad_norm": 0.07520264387130737, "learning_rate": 2.630681060023343e-07, "loss": 0.0167, "relation_loss": 0.000901704007992521, "selected_pairs": 26973.5, "state_query_norm": 41.83982162475586, "state_relation_loss": 7.302447338588535e-05, "step": 29070, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.000901704007992521, "weighted_relation_loss": 0.000901704007992521 }, { "action_query_norm": 39.694832992553714, "action_relation_loss": 0.0008491465006954968, "auxiliary_loss_weight": 1.0, "epoch": 27.202993451824135, "flow_matching_loss": 0.01597609808668494, "grad_norm": 0.09564127773046494, "learning_rate": 2.5745198353542833e-07, "loss": 0.0169, "relation_loss": 0.0009239064645953476, "selected_pairs": 27291.9, "state_query_norm": 41.8461727142334, "state_relation_loss": 7.475997917936184e-05, "step": 29080, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0009239064645953476, "weighted_relation_loss": 0.0009239064645953476 }, { "action_query_norm": 39.57882575988769, "action_relation_loss": 0.0008577435975894332, "auxiliary_loss_weight": 1.0, "epoch": 27.212347988774557, "flow_matching_loss": 0.013651513960212469, "grad_norm": 0.08981341868638992, "learning_rate": 2.518963029547794e-07, "loss": 0.0146, "relation_loss": 0.0009271429036743939, "selected_pairs": 26821.9, "state_query_norm": 41.84629936218262, "state_relation_loss": 6.93993119057268e-05, "step": 29090, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009271429036743939, "weighted_relation_loss": 0.0009271429036743939 }, { "action_query_norm": 39.68475875854492, "action_relation_loss": 0.0008189171843696385, "auxiliary_loss_weight": 1.0, "epoch": 27.221702525724975, "flow_matching_loss": 0.01399768739938736, "grad_norm": 0.10282093286514282, "learning_rate": 2.464010710110598e-07, "loss": 0.0149, "relation_loss": 0.0008881885674782098, "selected_pairs": 26685.8, "state_query_norm": 41.859025955200195, "state_relation_loss": 6.927138128958177e-05, "step": 29100, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0008881885674782098, "weighted_relation_loss": 0.0008881885674782098 }, { "action_query_norm": 39.615610885620114, "action_relation_loss": 0.0008808488550130278, "auxiliary_loss_weight": 1.0, "epoch": 27.231057062675397, "flow_matching_loss": 0.014886588882654905, "grad_norm": 0.10758261382579803, "learning_rate": 2.4096629438150054e-07, "loss": 0.0158, "relation_loss": 0.0009536414989270269, "selected_pairs": 27080.2, "state_query_norm": 41.842438507080075, "state_relation_loss": 7.279265992110595e-05, "step": 29110, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.0009536414989270269, "weighted_relation_loss": 0.0009536414989270269 }, { "action_query_norm": 39.659010314941405, "action_relation_loss": 0.0008738217933569103, "auxiliary_loss_weight": 1.0, "epoch": 27.24041159962582, "flow_matching_loss": 0.016296081710606813, "grad_norm": 0.14663560688495636, "learning_rate": 2.3559197966985802e-07, "loss": 0.0172, "relation_loss": 0.0009434471779968589, "selected_pairs": 26675.5, "state_query_norm": 41.861503219604494, "state_relation_loss": 6.962538318475709e-05, "step": 29120, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0009434471779968589, "weighted_relation_loss": 0.0009434471779968589 }, { "action_query_norm": 39.675604248046874, "action_relation_loss": 0.0008299152017571032, "auxiliary_loss_weight": 1.0, "epoch": 27.24976613657624, "flow_matching_loss": 0.014728987775743007, "grad_norm": 0.08032910525798798, "learning_rate": 2.3027813340644188e-07, "loss": 0.0156, "relation_loss": 0.000903541297884658, "selected_pairs": 27268.6, "state_query_norm": 41.84622459411621, "state_relation_loss": 7.362610558629968e-05, "step": 29130, "valid_action_samples": 234.0, "weighted_auxiliary_loss": 0.000903541297884658, "weighted_relation_loss": 0.000903541297884658 }, { "action_query_norm": 39.68092994689941, "action_relation_loss": 0.0008622008608654141, "auxiliary_loss_weight": 1.0, "epoch": 27.25912067352666, "flow_matching_loss": 0.016641626227647068, "grad_norm": 0.0883960947394371, "learning_rate": 2.2502476204807055e-07, "loss": 0.0176, "relation_loss": 0.0009298541001044214, "selected_pairs": 27477.1, "state_query_norm": 41.86327209472656, "state_relation_loss": 6.765323305444327e-05, "step": 29140, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0009298541001044214, "weighted_relation_loss": 0.0009298541001044214 }, { "action_query_norm": 39.574425506591794, "action_relation_loss": 0.000865565543062985, "auxiliary_loss_weight": 1.0, "epoch": 27.26847521047708, "flow_matching_loss": 0.014705355558544398, "grad_norm": 0.14670561254024506, "learning_rate": 2.1983187197808786e-07, "loss": 0.0156, "relation_loss": 0.0009314214170444757, "selected_pairs": 26501.6, "state_query_norm": 41.84529571533203, "state_relation_loss": 6.585586561413947e-05, "step": 29150, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.0009314214170444757, "weighted_relation_loss": 0.0009314214170444757 }, { "action_query_norm": 39.6411636352539, "action_relation_loss": 0.0008655435813125223, "auxiliary_loss_weight": 1.0, "epoch": 27.277829747427504, "flow_matching_loss": 0.01391857974231243, "grad_norm": 0.0681997686624527, "learning_rate": 2.1469946950634644e-07, "loss": 0.0149, "relation_loss": 0.0009372431377414614, "selected_pairs": 26661.5, "state_query_norm": 41.850059509277344, "state_relation_loss": 7.169956370489672e-05, "step": 29160, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0009372431377414614, "weighted_relation_loss": 0.0009372431377414614 }, { "action_query_norm": 39.641218185424805, "action_relation_loss": 0.0008497086993884296, "auxiliary_loss_weight": 1.0, "epoch": 27.287184284377922, "flow_matching_loss": 0.017031923960894348, "grad_norm": 0.08207210898399353, "learning_rate": 2.096275608691911e-07, "loss": 0.018, "relation_loss": 0.0009235502977389843, "selected_pairs": 26831.2, "state_query_norm": 41.84820289611817, "state_relation_loss": 7.384159907815046e-05, "step": 29170, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009235502977389843, "weighted_relation_loss": 0.0009235502977389843 }, { "action_query_norm": 39.63405990600586, "action_relation_loss": 0.0008971785253379494, "auxiliary_loss_weight": 1.0, "epoch": 27.296538821328344, "flow_matching_loss": 0.01438880180940032, "grad_norm": 0.11226276308298111, "learning_rate": 2.046161522294754e-07, "loss": 0.0154, "relation_loss": 0.0009703618532512337, "selected_pairs": 26462.4, "state_query_norm": 41.84394874572754, "state_relation_loss": 7.318331918213517e-05, "step": 29180, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009703618532512337, "weighted_relation_loss": 0.0009703618532512337 }, { "action_query_norm": 39.66330986022949, "action_relation_loss": 0.0008654047560412437, "auxiliary_loss_weight": 1.0, "epoch": 27.305893358278766, "flow_matching_loss": 0.013835979718714952, "grad_norm": 0.0852721631526947, "learning_rate": 1.9966524967653944e-07, "loss": 0.0148, "relation_loss": 0.00093944157124497, "selected_pairs": 27080.7, "state_query_norm": 41.85333366394043, "state_relation_loss": 7.403682902804576e-05, "step": 29190, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.00093944157124497, "weighted_relation_loss": 0.00093944157124497 }, { "action_query_norm": 39.640267562866214, "action_relation_loss": 0.000853920984081924, "auxiliary_loss_weight": 1.0, "epoch": 27.315247895229184, "flow_matching_loss": 0.015187699627131224, "grad_norm": 0.09343796968460083, "learning_rate": 1.9477485922618222e-07, "loss": 0.0161, "relation_loss": 0.0009258176200091839, "selected_pairs": 26930.0, "state_query_norm": 41.84671287536621, "state_relation_loss": 7.18966344720684e-05, "step": 29200, "valid_action_samples": 232.5, "weighted_auxiliary_loss": 0.0009258176200091839, "weighted_relation_loss": 0.0009258176200091839 }, { "action_query_norm": 39.65196685791015, "action_relation_loss": 0.0008891630626749247, "auxiliary_loss_weight": 1.0, "epoch": 27.324602432179606, "flow_matching_loss": 0.01457139365375042, "grad_norm": 0.12616023421287537, "learning_rate": 1.899449868207004e-07, "loss": 0.0155, "relation_loss": 0.0009604884078726172, "selected_pairs": 27219.7, "state_query_norm": 41.85857887268067, "state_relation_loss": 7.132534665288404e-05, "step": 29210, "valid_action_samples": 233.8, "weighted_auxiliary_loss": 0.0009604884078726172, "weighted_relation_loss": 0.0009604884078726172 }, { "action_query_norm": 39.64900932312012, "action_relation_loss": 0.0008483732992317528, "auxiliary_loss_weight": 1.0, "epoch": 27.33395696913003, "flow_matching_loss": 0.014520261622965335, "grad_norm": 0.12579520046710968, "learning_rate": 1.851756383288439e-07, "loss": 0.0154, "relation_loss": 0.0009177293279208243, "selected_pairs": 27020.5, "state_query_norm": 41.832845306396486, "state_relation_loss": 6.935602177691181e-05, "step": 29220, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0009177293279208243, "weighted_relation_loss": 0.0009177293279208243 }, { "action_query_norm": 39.66847381591797, "action_relation_loss": 0.0008438663906417787, "auxiliary_loss_weight": 1.0, "epoch": 27.34331150608045, "flow_matching_loss": 0.014684491697698832, "grad_norm": 0.16181586682796478, "learning_rate": 1.8046681954581035e-07, "loss": 0.0156, "relation_loss": 0.0009149046614766121, "selected_pairs": 26618.3, "state_query_norm": 41.854754257202146, "state_relation_loss": 7.103826392267365e-05, "step": 29230, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0009149046614766121, "weighted_relation_loss": 0.0009149046614766121 }, { "action_query_norm": 39.63698310852051, "action_relation_loss": 0.0008669713162817061, "auxiliary_loss_weight": 1.0, "epoch": 27.35266604303087, "flow_matching_loss": 0.014429999236017465, "grad_norm": 0.07899461686611176, "learning_rate": 1.7581853619327294e-07, "loss": 0.0154, "relation_loss": 0.0009380473289638758, "selected_pairs": 26754.3, "state_query_norm": 41.85325584411621, "state_relation_loss": 7.107599885785021e-05, "step": 29240, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009380473289638758, "weighted_relation_loss": 0.0009380473289638758 }, { "action_query_norm": 39.627618408203126, "action_relation_loss": 0.0008468830317724496, "auxiliary_loss_weight": 1.0, "epoch": 27.36202057998129, "flow_matching_loss": 0.014383348543196917, "grad_norm": 0.08362231403589249, "learning_rate": 1.7123079391932472e-07, "loss": 0.0153, "relation_loss": 0.0009142011404037476, "selected_pairs": 27107.3, "state_query_norm": 41.85996551513672, "state_relation_loss": 6.731811590725556e-05, "step": 29250, "valid_action_samples": 233.3, "weighted_auxiliary_loss": 0.0009142011404037476, "weighted_relation_loss": 0.0009142011404037476 }, { "action_query_norm": 39.6520076751709, "action_relation_loss": 0.0008367626171093435, "auxiliary_loss_weight": 1.0, "epoch": 27.371375116931713, "flow_matching_loss": 0.014747098367661238, "grad_norm": 0.11078572273254395, "learning_rate": 1.6670359829850657e-07, "loss": 0.0157, "relation_loss": 0.0009046309802215547, "selected_pairs": 26942.3, "state_query_norm": 41.864244842529295, "state_relation_loss": 6.786835147067904e-05, "step": 29260, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009046309802215547, "weighted_relation_loss": 0.0009046309802215547 }, { "action_query_norm": 39.6389820098877, "action_relation_loss": 0.0008343318884726613, "auxiliary_loss_weight": 1.0, "epoch": 27.38072965388213, "flow_matching_loss": 0.014352597761899233, "grad_norm": 0.08320055902004242, "learning_rate": 1.6223695483179037e-07, "loss": 0.0153, "relation_loss": 0.0009060001058969647, "selected_pairs": 26880.1, "state_query_norm": 41.83717727661133, "state_relation_loss": 7.166821524151601e-05, "step": 29270, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009060001058969647, "weighted_relation_loss": 0.0009060001058969647 }, { "action_query_norm": 39.58853416442871, "action_relation_loss": 0.0008598899119533598, "auxiliary_loss_weight": 1.0, "epoch": 27.390084190832553, "flow_matching_loss": 0.016755907516926526, "grad_norm": 0.12825927138328552, "learning_rate": 1.5783086894656795e-07, "loss": 0.0177, "relation_loss": 0.0009316578041762113, "selected_pairs": 26976.1, "state_query_norm": 41.86686477661133, "state_relation_loss": 7.176790822995826e-05, "step": 29280, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009316578041762113, "weighted_relation_loss": 0.0009316578041762113 }, { "action_query_norm": 39.66921157836914, "action_relation_loss": 0.0008357336046174169, "auxiliary_loss_weight": 1.0, "epoch": 27.399438727782975, "flow_matching_loss": 0.015837958548218012, "grad_norm": 0.10234210640192032, "learning_rate": 1.5348534599665121e-07, "loss": 0.0167, "relation_loss": 0.000903996912529692, "selected_pairs": 26027.0, "state_query_norm": 41.858926391601564, "state_relation_loss": 6.826330791227519e-05, "step": 29290, "valid_action_samples": 228.6, "weighted_auxiliary_loss": 0.000903996912529692, "weighted_relation_loss": 0.000903996912529692 }, { "action_query_norm": 39.62960700988769, "action_relation_loss": 0.0008569037774577737, "auxiliary_loss_weight": 1.0, "epoch": 27.408793264733397, "flow_matching_loss": 0.01463030818849802, "grad_norm": 0.11018048971891403, "learning_rate": 1.4920039126225527e-07, "loss": 0.0156, "relation_loss": 0.0009282489714678377, "selected_pairs": 27033.8, "state_query_norm": 41.858206558227536, "state_relation_loss": 7.13451903720852e-05, "step": 29300, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009282489714678377, "weighted_relation_loss": 0.0009282489714678377 }, { "action_query_norm": 39.65233306884765, "action_relation_loss": 0.0008511380234267563, "auxiliary_loss_weight": 1.0, "epoch": 27.418147801683816, "flow_matching_loss": 0.015383929572999477, "grad_norm": 0.07342327386140823, "learning_rate": 1.449760099500097e-07, "loss": 0.0163, "relation_loss": 0.0009229626622982324, "selected_pairs": 26390.8, "state_query_norm": 41.84255027770996, "state_relation_loss": 7.182464396464639e-05, "step": 29310, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0009229626622982324, "weighted_relation_loss": 0.0009229626622982324 }, { "action_query_norm": 39.60939979553223, "action_relation_loss": 0.0008481741999275983, "auxiliary_loss_weight": 1.0, "epoch": 27.427502338634238, "flow_matching_loss": 0.01607105853036046, "grad_norm": 0.06622724235057831, "learning_rate": 1.4081220719293075e-07, "loss": 0.017, "relation_loss": 0.0009161336987745017, "selected_pairs": 27198.1, "state_query_norm": 41.85150985717773, "state_relation_loss": 6.79594959365204e-05, "step": 29320, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009161336987745017, "weighted_relation_loss": 0.0009161336987745017 }, { "action_query_norm": 39.67853698730469, "action_relation_loss": 0.0008715158968698233, "auxiliary_loss_weight": 1.0, "epoch": 27.43685687558466, "flow_matching_loss": 0.013775940611958503, "grad_norm": 0.14725252985954285, "learning_rate": 1.3670898805043797e-07, "loss": 0.0147, "relation_loss": 0.0009421199676580728, "selected_pairs": 26898.8, "state_query_norm": 41.853010177612305, "state_relation_loss": 7.06040609657066e-05, "step": 29330, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009421199676580728, "weighted_relation_loss": 0.0009421199676580728 }, { "action_query_norm": 39.59255828857422, "action_relation_loss": 0.0008800457988400012, "auxiliary_loss_weight": 1.0, "epoch": 27.446211412535078, "flow_matching_loss": 0.015071311686187982, "grad_norm": 0.0809757336974144, "learning_rate": 1.326663575083209e-07, "loss": 0.016, "relation_loss": 0.0009496493672486395, "selected_pairs": 26940.5, "state_query_norm": 41.861502456665036, "state_relation_loss": 6.960355312912725e-05, "step": 29340, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009496493672486395, "weighted_relation_loss": 0.0009496493672486395 }, { "action_query_norm": 39.645718002319335, "action_relation_loss": 0.0008547610137611628, "auxiliary_loss_weight": 1.0, "epoch": 27.4555659494855, "flow_matching_loss": 0.016361195780336856, "grad_norm": 0.15148910880088806, "learning_rate": 1.2868432047876688e-07, "loss": 0.0173, "relation_loss": 0.0009270464885048568, "selected_pairs": 26902.1, "state_query_norm": 41.856890487670896, "state_relation_loss": 7.228546492115129e-05, "step": 29350, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009270464885048568, "weighted_relation_loss": 0.0009270464885048568 }, { "action_query_norm": 39.660007095336915, "action_relation_loss": 0.0008300901390612125, "auxiliary_loss_weight": 1.0, "epoch": 27.464920486435922, "flow_matching_loss": 0.0161772508174181, "grad_norm": 0.09311172366142273, "learning_rate": 1.2476288180032213e-07, "loss": 0.0171, "relation_loss": 0.0009025175822898746, "selected_pairs": 27131.4, "state_query_norm": 41.85389518737793, "state_relation_loss": 7.24274417734705e-05, "step": 29360, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0009025175822898746, "weighted_relation_loss": 0.0009025175822898746 }, { "action_query_norm": 39.66616973876953, "action_relation_loss": 0.000885999680031091, "auxiliary_loss_weight": 1.0, "epoch": 27.474275023386344, "flow_matching_loss": 0.015010762307792903, "grad_norm": 0.10504524409770966, "learning_rate": 1.209020462379029e-07, "loss": 0.016, "relation_loss": 0.0009588993911165744, "selected_pairs": 26826.4, "state_query_norm": 41.85594863891602, "state_relation_loss": 7.289971399586648e-05, "step": 29370, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009588993911165744, "weighted_relation_loss": 0.0009588993911165744 }, { "action_query_norm": 39.65252151489258, "action_relation_loss": 0.0008764220809098333, "auxiliary_loss_weight": 1.0, "epoch": 27.483629560336762, "flow_matching_loss": 0.014586366899311542, "grad_norm": 0.08333509415388107, "learning_rate": 1.1710181848278435e-07, "loss": 0.0155, "relation_loss": 0.0009506510861683637, "selected_pairs": 27408.3, "state_query_norm": 41.83324851989746, "state_relation_loss": 7.422899652738124e-05, "step": 29380, "valid_action_samples": 234.6, "weighted_auxiliary_loss": 0.0009506510861683637, "weighted_relation_loss": 0.0009506510861683637 }, { "action_query_norm": 39.62266616821289, "action_relation_loss": 0.000868211273336783, "auxiliary_loss_weight": 1.0, "epoch": 27.492984097287184, "flow_matching_loss": 0.014341125171631575, "grad_norm": 0.14386554062366486, "learning_rate": 1.133622031526116e-07, "loss": 0.0153, "relation_loss": 0.0009381846059113741, "selected_pairs": 26802.8, "state_query_norm": 41.849874114990236, "state_relation_loss": 6.997333475737833e-05, "step": 29390, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009381846059113741, "weighted_relation_loss": 0.0009381846059113741 }, { "action_query_norm": 39.666205978393556, "action_relation_loss": 0.0008312012185342609, "auxiliary_loss_weight": 1.0, "epoch": 27.502338634237606, "flow_matching_loss": 0.01408311827108264, "grad_norm": 0.09412187337875366, "learning_rate": 1.0968320479136095e-07, "loss": 0.015, "relation_loss": 0.0009015340590849518, "selected_pairs": 26826.5, "state_query_norm": 41.858267593383786, "state_relation_loss": 7.03328383679036e-05, "step": 29400, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009015340590849518, "weighted_relation_loss": 0.0009015340590849518 }, { "action_query_norm": 39.666493606567386, "action_relation_loss": 0.0008952971256803721, "auxiliary_loss_weight": 1.0, "epoch": 27.511693171188025, "flow_matching_loss": 0.015503215789794921, "grad_norm": 0.14797315001487732, "learning_rate": 1.0606482786936767e-07, "loss": 0.0165, "relation_loss": 0.0009639647149015218, "selected_pairs": 26880.6, "state_query_norm": 41.86504135131836, "state_relation_loss": 6.866758776595816e-05, "step": 29410, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009639647149015218, "weighted_relation_loss": 0.0009639647149015218 }, { "action_query_norm": 39.64656410217285, "action_relation_loss": 0.0008491952321492136, "auxiliary_loss_weight": 1.0, "epoch": 27.521047708138447, "flow_matching_loss": 0.016496119555085897, "grad_norm": 0.07807393372058868, "learning_rate": 1.0250707678329808e-07, "loss": 0.0174, "relation_loss": 0.0009207117022015154, "selected_pairs": 26209.2, "state_query_norm": 41.84652862548828, "state_relation_loss": 7.151647187129129e-05, "step": 29420, "valid_action_samples": 229.4, "weighted_auxiliary_loss": 0.0009207117022015154, "weighted_relation_loss": 0.0009207117022015154 }, { "action_query_norm": 39.624993896484376, "action_relation_loss": 0.000848688097903505, "auxiliary_loss_weight": 1.0, "epoch": 27.53040224508887, "flow_matching_loss": 0.015793965384364127, "grad_norm": 0.08809670805931091, "learning_rate": 9.900995585615525e-08, "loss": 0.0167, "relation_loss": 0.0009195182414259761, "selected_pairs": 26810.7, "state_query_norm": 41.86383399963379, "state_relation_loss": 7.083013879309874e-05, "step": 29430, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009195182414259761, "weighted_relation_loss": 0.0009195182414259761 }, { "action_query_norm": 39.62343902587891, "action_relation_loss": 0.0008787794038653373, "auxiliary_loss_weight": 1.0, "epoch": 27.53975678203929, "flow_matching_loss": 0.01645902534946799, "grad_norm": 0.08659353107213974, "learning_rate": 9.55734693372734e-08, "loss": 0.0174, "relation_loss": 0.0009509954776149243, "selected_pairs": 26461.8, "state_query_norm": 41.84008255004883, "state_relation_loss": 7.221607665996999e-05, "step": 29440, "valid_action_samples": 230.5, "weighted_auxiliary_loss": 0.0009509954776149243, "weighted_relation_loss": 0.0009509954776149243 }, { "action_query_norm": 39.599002075195315, "action_relation_loss": 0.00086666748393327, "auxiliary_loss_weight": 1.0, "epoch": 27.54911131898971, "flow_matching_loss": 0.01455099955201149, "grad_norm": 0.09451967477798462, "learning_rate": 9.219762140231236e-08, "loss": 0.0155, "relation_loss": 0.0009348879626486451, "selected_pairs": 26781.2, "state_query_norm": 41.85598182678223, "state_relation_loss": 6.822047871537506e-05, "step": 29450, "valid_action_samples": 231.9, "weighted_auxiliary_loss": 0.0009348879626486451, "weighted_relation_loss": 0.0009348879626486451 }, { "action_query_norm": 39.60804138183594, "action_relation_loss": 0.0008573288097977639, "auxiliary_loss_weight": 1.0, "epoch": 27.55846585594013, "flow_matching_loss": 0.01510022496804595, "grad_norm": 0.23753505945205688, "learning_rate": 8.888241615322978e-08, "loss": 0.016, "relation_loss": 0.0009245611901860685, "selected_pairs": 27061.8, "state_query_norm": 41.851264572143556, "state_relation_loss": 6.723235928802751e-05, "step": 29460, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009245611901860685, "weighted_relation_loss": 0.0009245611901860685 }, { "action_query_norm": 39.605418014526364, "action_relation_loss": 0.0008687550143804401, "auxiliary_loss_weight": 1.0, "epoch": 27.567820392890553, "flow_matching_loss": 0.015685200039297343, "grad_norm": 0.08105095475912094, "learning_rate": 8.562785761833114e-08, "loss": 0.0166, "relation_loss": 0.0009433106402866543, "selected_pairs": 26577.7, "state_query_norm": 41.84338264465332, "state_relation_loss": 7.455562008544803e-05, "step": 29470, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0009433106402866543, "weighted_relation_loss": 0.0009433106402866543 }, { "action_query_norm": 39.63513259887695, "action_relation_loss": 0.0008447539468761534, "auxiliary_loss_weight": 1.0, "epoch": 27.57717492984097, "flow_matching_loss": 0.0138771609403193, "grad_norm": 0.08492527157068253, "learning_rate": 8.243394975219753e-08, "loss": 0.0148, "relation_loss": 0.0009151354315690696, "selected_pairs": 27336.7, "state_query_norm": 41.85592041015625, "state_relation_loss": 7.03814879670972e-05, "step": 29480, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.0009151354315690696, "weighted_relation_loss": 0.0009151354315690696 }, { "action_query_norm": 39.63514175415039, "action_relation_loss": 0.0008833684551063925, "auxiliary_loss_weight": 1.0, "epoch": 27.586529466791394, "flow_matching_loss": 0.016149234492331743, "grad_norm": 0.10559122264385223, "learning_rate": 7.930069643573568e-08, "loss": 0.0171, "relation_loss": 0.000957246741745621, "selected_pairs": 27339.0, "state_query_norm": 41.86624946594238, "state_relation_loss": 7.387827936327085e-05, "step": 29490, "valid_action_samples": 234.3, "weighted_auxiliary_loss": 0.000957246741745621, "weighted_relation_loss": 0.000957246741745621 }, { "action_query_norm": 39.591957092285156, "action_relation_loss": 0.0008927281887736171, "auxiliary_loss_weight": 1.0, "epoch": 27.595884003741816, "flow_matching_loss": 0.015482277330011129, "grad_norm": 0.10240428149700165, "learning_rate": 7.622810147614456e-08, "loss": 0.0164, "relation_loss": 0.0009626518876757473, "selected_pairs": 26743.2, "state_query_norm": 41.85231323242188, "state_relation_loss": 6.992369235376827e-05, "step": 29500, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009626518876757473, "weighted_relation_loss": 0.0009626518876757473 }, { "action_query_norm": 39.62583541870117, "action_relation_loss": 0.0008546864555682987, "auxiliary_loss_weight": 1.0, "epoch": 27.605238540692234, "flow_matching_loss": 0.014725399110466242, "grad_norm": 0.10355565696954727, "learning_rate": 7.321616860690995e-08, "loss": 0.0157, "relation_loss": 0.0009256846562493593, "selected_pairs": 27046.2, "state_query_norm": 41.846356582641604, "state_relation_loss": 7.099819376890081e-05, "step": 29510, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009256846562493593, "weighted_relation_loss": 0.0009256846562493593 }, { "action_query_norm": 39.56326026916504, "action_relation_loss": 0.0008764915924984962, "auxiliary_loss_weight": 1.0, "epoch": 27.614593077642656, "flow_matching_loss": 0.016764580551534892, "grad_norm": 0.08486569672822952, "learning_rate": 7.026490148782095e-08, "loss": 0.0177, "relation_loss": 0.0009459393739234656, "selected_pairs": 26688.2, "state_query_norm": 41.8345386505127, "state_relation_loss": 6.944778069737368e-05, "step": 29520, "valid_action_samples": 231.5, "weighted_auxiliary_loss": 0.0009459393739234656, "weighted_relation_loss": 0.0009459393739234656 }, { "action_query_norm": 39.65273513793945, "action_relation_loss": 0.000861974322469905, "auxiliary_loss_weight": 1.0, "epoch": 27.623947614593078, "flow_matching_loss": 0.015152902342379093, "grad_norm": 0.12199165672063828, "learning_rate": 6.737430370494236e-08, "loss": 0.0161, "relation_loss": 0.0009362037584651261, "selected_pairs": 27292.7, "state_query_norm": 41.83314933776855, "state_relation_loss": 7.422944545396604e-05, "step": 29530, "valid_action_samples": 234.1, "weighted_auxiliary_loss": 0.0009362037584651261, "weighted_relation_loss": 0.0009362037584651261 }, { "action_query_norm": 39.65992965698242, "action_relation_loss": 0.0009047744853887707, "auxiliary_loss_weight": 1.0, "epoch": 27.6333021515435, "flow_matching_loss": 0.015477272123098374, "grad_norm": 0.10470261424779892, "learning_rate": 6.454437877062569e-08, "loss": 0.0165, "relation_loss": 0.000974648114060983, "selected_pairs": 26433.9, "state_query_norm": 41.857229232788086, "state_relation_loss": 6.987362939980812e-05, "step": 29540, "valid_action_samples": 230.4, "weighted_auxiliary_loss": 0.000974648114060983, "weighted_relation_loss": 0.000974648114060983 }, { "action_query_norm": 39.61976509094238, "action_relation_loss": 0.0008609130221884697, "auxiliary_loss_weight": 1.0, "epoch": 27.64265668849392, "flow_matching_loss": 0.015050254389643669, "grad_norm": 0.08810573071241379, "learning_rate": 6.177513012349256e-08, "loss": 0.016, "relation_loss": 0.0009274281852412969, "selected_pairs": 26987.9, "state_query_norm": 41.8682975769043, "state_relation_loss": 6.651517178397625e-05, "step": 29550, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009274281852412969, "weighted_relation_loss": 0.0009274281852412969 }, { "action_query_norm": 39.58647155761719, "action_relation_loss": 0.000863615027628839, "auxiliary_loss_weight": 1.0, "epoch": 27.65201122544434, "flow_matching_loss": 0.014547010883688927, "grad_norm": 0.17014074325561523, "learning_rate": 5.9066561128445775e-08, "loss": 0.0155, "relation_loss": 0.0009314619121141732, "selected_pairs": 27199.1, "state_query_norm": 41.83814468383789, "state_relation_loss": 6.784687502658926e-05, "step": 29560, "valid_action_samples": 233.7, "weighted_auxiliary_loss": 0.0009314619121141732, "weighted_relation_loss": 0.0009314619121141732 }, { "action_query_norm": 39.64404182434082, "action_relation_loss": 0.0008655427489429712, "auxiliary_loss_weight": 1.0, "epoch": 27.661365762394762, "flow_matching_loss": 0.01571812815964222, "grad_norm": 0.08683671802282333, "learning_rate": 5.6418675076641556e-08, "loss": 0.0167, "relation_loss": 0.0009392385720275343, "selected_pairs": 26895.2, "state_query_norm": 41.84986686706543, "state_relation_loss": 7.369582453975454e-05, "step": 29570, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009392385720275343, "weighted_relation_loss": 0.0009392385720275343 }, { "action_query_norm": 39.70482482910156, "action_relation_loss": 0.0008371080795768649, "auxiliary_loss_weight": 1.0, "epoch": 27.67072029934518, "flow_matching_loss": 0.0156644226051867, "grad_norm": 0.1395239233970642, "learning_rate": 5.383147518552845e-08, "loss": 0.0166, "relation_loss": 0.0009044790058396757, "selected_pairs": 27481.5, "state_query_norm": 41.860877990722656, "state_relation_loss": 6.737092990078963e-05, "step": 29580, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0009044790058396757, "weighted_relation_loss": 0.0009044790058396757 }, { "action_query_norm": 39.678015518188474, "action_relation_loss": 0.0008065496687777341, "auxiliary_loss_weight": 1.0, "epoch": 27.680074836295603, "flow_matching_loss": 0.015479712188243866, "grad_norm": 0.08576733618974686, "learning_rate": 5.1304964598786196e-08, "loss": 0.0164, "relation_loss": 0.0008772657485678792, "selected_pairs": 26572.2, "state_query_norm": 41.865835189819336, "state_relation_loss": 7.071608852129429e-05, "step": 29590, "valid_action_samples": 231.0, "weighted_auxiliary_loss": 0.0008772657485678792, "weighted_relation_loss": 0.0008772657485678792 }, { "action_query_norm": 39.616733932495116, "action_relation_loss": 0.000843379384605214, "auxiliary_loss_weight": 1.0, "epoch": 27.689429373246025, "flow_matching_loss": 0.014942145720124245, "grad_norm": 0.16197171807289124, "learning_rate": 4.883914638636467e-08, "loss": 0.0159, "relation_loss": 0.0009137841581832618, "selected_pairs": 26477.0, "state_query_norm": 41.84239120483399, "state_relation_loss": 7.04047706676647e-05, "step": 29600, "valid_action_samples": 230.6, "weighted_auxiliary_loss": 0.0009137841581832618, "weighted_relation_loss": 0.0009137841581832618 }, { "action_query_norm": 39.64512825012207, "action_relation_loss": 0.000838751852279529, "auxiliary_loss_weight": 1.0, "epoch": 27.698783910196447, "flow_matching_loss": 0.014470091369003058, "grad_norm": 0.0706259086728096, "learning_rate": 4.643402354446713e-08, "loss": 0.0154, "relation_loss": 0.000911760434973985, "selected_pairs": 27080.7, "state_query_norm": 41.847465133666994, "state_relation_loss": 7.300857942027505e-05, "step": 29610, "valid_action_samples": 233.2, "weighted_auxiliary_loss": 0.000911760434973985, "weighted_relation_loss": 0.000911760434973985 }, { "action_query_norm": 39.67167282104492, "action_relation_loss": 0.0008611553173977881, "auxiliary_loss_weight": 1.0, "epoch": 27.708138447146865, "flow_matching_loss": 0.015753974672406912, "grad_norm": 0.08091506361961365, "learning_rate": 4.4089598995544766e-08, "loss": 0.0167, "relation_loss": 0.0009315399976912886, "selected_pairs": 27015.6, "state_query_norm": 41.86689376831055, "state_relation_loss": 7.038467592792585e-05, "step": 29620, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0009315399976912886, "weighted_relation_loss": 0.0009315399976912886 }, { "action_query_norm": 39.64918212890625, "action_relation_loss": 0.0008662849781103432, "auxiliary_loss_weight": 1.0, "epoch": 27.717492984097287, "flow_matching_loss": 0.014016858953982591, "grad_norm": 0.0652320384979248, "learning_rate": 4.180587558829663e-08, "loss": 0.015, "relation_loss": 0.0009370954183395952, "selected_pairs": 26874.9, "state_query_norm": 41.851545333862305, "state_relation_loss": 7.081044532242231e-05, "step": 29630, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009370954183395952, "weighted_relation_loss": 0.0009370954183395952 }, { "action_query_norm": 39.614312744140626, "action_relation_loss": 0.00088321243529208, "auxiliary_loss_weight": 1.0, "epoch": 27.72684752104771, "flow_matching_loss": 0.016678205877542495, "grad_norm": 0.1498451828956604, "learning_rate": 3.958285609765855e-08, "loss": 0.0176, "relation_loss": 0.0009540494298562408, "selected_pairs": 26825.2, "state_query_norm": 41.846757125854495, "state_relation_loss": 7.083700729708653e-05, "step": 29640, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009540494298562408, "weighted_relation_loss": 0.0009540494298562408 }, { "action_query_norm": 39.634564590454104, "action_relation_loss": 0.000851284246891737, "auxiliary_loss_weight": 1.0, "epoch": 27.736202057998128, "flow_matching_loss": 0.014570844266563654, "grad_norm": 0.1709519475698471, "learning_rate": 3.74205432248087e-08, "loss": 0.0155, "relation_loss": 0.0009244524640962482, "selected_pairs": 26736.3, "state_query_norm": 41.84908676147461, "state_relation_loss": 7.316822448046877e-05, "step": 29650, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009244524640962482, "weighted_relation_loss": 0.0009244524640962482 }, { "action_query_norm": 39.57811737060547, "action_relation_loss": 0.0008990652975626289, "auxiliary_loss_weight": 1.0, "epoch": 27.74555659494855, "flow_matching_loss": 0.01508805649355054, "grad_norm": 0.08841537684202194, "learning_rate": 3.531893959716204e-08, "loss": 0.0161, "relation_loss": 0.0009653025073930622, "selected_pairs": 26763.2, "state_query_norm": 41.85414848327637, "state_relation_loss": 6.623720364586915e-05, "step": 29660, "valid_action_samples": 231.8, "weighted_auxiliary_loss": 0.0009653025073930622, "weighted_relation_loss": 0.0009653025073930622 }, { "action_query_norm": 39.647884368896484, "action_relation_loss": 0.0008681022329255939, "auxiliary_loss_weight": 1.0, "epoch": 27.75491113189897, "flow_matching_loss": 0.0160292686894536, "grad_norm": 0.08832099288702011, "learning_rate": 3.327804776837029e-08, "loss": 0.017, "relation_loss": 0.0009402430907357485, "selected_pairs": 26829.4, "state_query_norm": 41.84179801940918, "state_relation_loss": 7.214085344457999e-05, "step": 29670, "valid_action_samples": 232.1, "weighted_auxiliary_loss": 0.0009402430907357485, "weighted_relation_loss": 0.0009402430907357485 }, { "action_query_norm": 39.621561431884764, "action_relation_loss": 0.0008725812309421599, "auxiliary_loss_weight": 1.0, "epoch": 27.764265668849394, "flow_matching_loss": 0.015045323222875596, "grad_norm": 0.06847404688596725, "learning_rate": 3.129787021829977e-08, "loss": 0.016, "relation_loss": 0.0009442263166420162, "selected_pairs": 27131.7, "state_query_norm": 41.838446044921874, "state_relation_loss": 7.164508133428171e-05, "step": 29680, "valid_action_samples": 233.4, "weighted_auxiliary_loss": 0.0009442263166420162, "weighted_relation_loss": 0.0009442263166420162 }, { "action_query_norm": 39.61129913330078, "action_relation_loss": 0.0008519151364453137, "auxiliary_loss_weight": 1.0, "epoch": 27.773620205799812, "flow_matching_loss": 0.01480162413790822, "grad_norm": 0.08069384843111038, "learning_rate": 2.9378409353059133e-08, "loss": 0.0157, "relation_loss": 0.0009206706774421037, "selected_pairs": 26986.1, "state_query_norm": 41.834969711303714, "state_relation_loss": 6.875554790894967e-05, "step": 29690, "valid_action_samples": 232.8, "weighted_auxiliary_loss": 0.0009206706774421037, "weighted_relation_loss": 0.0009206706774421037 }, { "action_query_norm": 39.62871475219727, "action_relation_loss": 0.0008637337712571024, "auxiliary_loss_weight": 1.0, "epoch": 27.782974742750234, "flow_matching_loss": 0.016518817096948624, "grad_norm": 0.09933112561702728, "learning_rate": 2.7519667504971593e-08, "loss": 0.0175, "relation_loss": 0.0009325064951553941, "selected_pairs": 27147.4, "state_query_norm": 41.848645782470705, "state_relation_loss": 6.877271371195093e-05, "step": 29700, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0009325064951553941, "weighted_relation_loss": 0.0009325064951553941 }, { "action_query_norm": 39.660556411743165, "action_relation_loss": 0.0008130431990139187, "auxiliary_loss_weight": 1.0, "epoch": 27.792329279700656, "flow_matching_loss": 0.015256292466074229, "grad_norm": 0.12410236150026321, "learning_rate": 2.572164693258605e-08, "loss": 0.0161, "relation_loss": 0.0008864462666679174, "selected_pairs": 26616.7, "state_query_norm": 41.85203552246094, "state_relation_loss": 7.340307492995635e-05, "step": 29710, "valid_action_samples": 231.2, "weighted_auxiliary_loss": 0.0008864462666679174, "weighted_relation_loss": 0.0008864462666679174 }, { "action_query_norm": 39.62894630432129, "action_relation_loss": 0.0008882765017915517, "auxiliary_loss_weight": 1.0, "epoch": 27.801683816651074, "flow_matching_loss": 0.014444481395184994, "grad_norm": 0.10753320902585983, "learning_rate": 2.3984349820665996e-08, "loss": 0.0154, "relation_loss": 0.0009588894376065582, "selected_pairs": 26397.5, "state_query_norm": 41.84396629333496, "state_relation_loss": 7.061293836159166e-05, "step": 29720, "valid_action_samples": 230.2, "weighted_auxiliary_loss": 0.0009588894376065582, "weighted_relation_loss": 0.0009588894376065582 }, { "action_query_norm": 39.63367347717285, "action_relation_loss": 0.0008561695518437773, "auxiliary_loss_weight": 1.0, "epoch": 27.811038353601496, "flow_matching_loss": 0.01600963417440653, "grad_norm": 0.11287222057580948, "learning_rate": 2.2307778280189485e-08, "loss": 0.0169, "relation_loss": 0.0009254613658413291, "selected_pairs": 26730.5, "state_query_norm": 41.8569694519043, "state_relation_loss": 6.929182418389246e-05, "step": 29730, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009254613658413291, "weighted_relation_loss": 0.0009254613658413291 }, { "action_query_norm": 39.62178268432617, "action_relation_loss": 0.0008541085640899837, "auxiliary_loss_weight": 1.0, "epoch": 27.82039289055192, "flow_matching_loss": 0.01480189897119999, "grad_norm": 0.11003366857767105, "learning_rate": 2.0691934348354704e-08, "loss": 0.0157, "relation_loss": 0.0009253724361769855, "selected_pairs": 26941.9, "state_query_norm": 41.85945930480957, "state_relation_loss": 7.126388081815093e-05, "step": 29740, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.0009253724361769855, "weighted_relation_loss": 0.0009253724361769855 }, { "action_query_norm": 39.63847122192383, "action_relation_loss": 0.0008585271600168199, "auxiliary_loss_weight": 1.0, "epoch": 27.82974742750234, "flow_matching_loss": 0.014421493280678988, "grad_norm": 0.08478638529777527, "learning_rate": 1.9136819988557763e-08, "loss": 0.0154, "relation_loss": 0.0009316222334746271, "selected_pairs": 27041.0, "state_query_norm": 41.85948867797852, "state_relation_loss": 7.309507491299882e-05, "step": 29750, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009316222334746271, "weighted_relation_loss": 0.0009316222334746271 }, { "action_query_norm": 39.63339424133301, "action_relation_loss": 0.0008690226823091507, "auxiliary_loss_weight": 1.0, "epoch": 27.83910196445276, "flow_matching_loss": 0.015069208294153213, "grad_norm": 0.10173647850751877, "learning_rate": 1.7642437090414908e-08, "loss": 0.016, "relation_loss": 0.0009408701385837049, "selected_pairs": 26848.6, "state_query_norm": 41.85227012634277, "state_relation_loss": 7.184746573329903e-05, "step": 29760, "valid_action_samples": 232.2, "weighted_auxiliary_loss": 0.0009408701385837049, "weighted_relation_loss": 0.0009408701385837049 }, { "action_query_norm": 39.652421188354495, "action_relation_loss": 0.0009144962939899414, "auxiliary_loss_weight": 1.0, "epoch": 27.84845650140318, "flow_matching_loss": 0.014981803204864263, "grad_norm": 0.07910740375518799, "learning_rate": 1.6208787469734755e-08, "loss": 0.016, "relation_loss": 0.0009879628429189324, "selected_pairs": 27035.4, "state_query_norm": 41.85365867614746, "state_relation_loss": 7.346654674620368e-05, "step": 29770, "valid_action_samples": 233.0, "weighted_auxiliary_loss": 0.0009879628429189324, "weighted_relation_loss": 0.0009879628429189324 }, { "action_query_norm": 39.643026733398436, "action_relation_loss": 0.000881643983302638, "auxiliary_loss_weight": 1.0, "epoch": 27.857811038353603, "flow_matching_loss": 0.013920236099511384, "grad_norm": 0.09410411864519119, "learning_rate": 1.483587286854604e-08, "loss": 0.0149, "relation_loss": 0.000951907568378374, "selected_pairs": 26507.4, "state_query_norm": 41.86166687011719, "state_relation_loss": 7.026357488939538e-05, "step": 29780, "valid_action_samples": 230.7, "weighted_auxiliary_loss": 0.000951907568378374, "weighted_relation_loss": 0.000951907568378374 }, { "action_query_norm": 39.67456703186035, "action_relation_loss": 0.0008671715040691197, "auxiliary_loss_weight": 1.0, "epoch": 27.86716557530402, "flow_matching_loss": 0.015284329652786255, "grad_norm": 0.08867348730564117, "learning_rate": 1.3523694955064336e-08, "loss": 0.0162, "relation_loss": 0.0009359122370369733, "selected_pairs": 26895.5, "state_query_norm": 41.865135192871094, "state_relation_loss": 6.8740722417715e-05, "step": 29790, "valid_action_samples": 232.4, "weighted_auxiliary_loss": 0.0009359122370369733, "weighted_relation_loss": 0.0009359122370369733 }, { "action_query_norm": 39.666203308105466, "action_relation_loss": 0.0008578385750297457, "auxiliary_loss_weight": 1.0, "epoch": 27.876520112254443, "flow_matching_loss": 0.014960995130240917, "grad_norm": 0.07866515964269638, "learning_rate": 1.2272255323708681e-08, "loss": 0.0159, "relation_loss": 0.0009289056295529007, "selected_pairs": 27479.5, "state_query_norm": 41.84806022644043, "state_relation_loss": 7.106706543709151e-05, "step": 29800, "valid_action_samples": 234.9, "weighted_auxiliary_loss": 0.0009289056295529007, "weighted_relation_loss": 0.0009289056295529007 }, { "action_query_norm": 39.677376937866214, "action_relation_loss": 0.0008546525437850505, "auxiliary_loss_weight": 1.0, "epoch": 27.885874649204865, "flow_matching_loss": 0.01654194453731179, "grad_norm": 0.09327807277441025, "learning_rate": 1.1081555495096042e-08, "loss": 0.0175, "relation_loss": 0.0009335612412542105, "selected_pairs": 27056.0, "state_query_norm": 41.838003158569336, "state_relation_loss": 7.89086967415642e-05, "step": 29810, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009335612412542105, "weighted_relation_loss": 0.0009335612412542105 }, { "action_query_norm": 39.64237937927246, "action_relation_loss": 0.0008157853619195521, "auxiliary_loss_weight": 1.0, "epoch": 27.895229186155284, "flow_matching_loss": 0.015451095439493657, "grad_norm": 0.11760267615318298, "learning_rate": 9.951596916041306e-09, "loss": 0.0163, "relation_loss": 0.0008847849327139557, "selected_pairs": 26649.5, "state_query_norm": 41.85592880249023, "state_relation_loss": 6.8999575523776e-05, "step": 29820, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.0008847849327139557, "weighted_relation_loss": 0.0008847849327139557 }, { "action_query_norm": 39.63098373413086, "action_relation_loss": 0.0008562477654777467, "auxiliary_loss_weight": 1.0, "epoch": 27.904583723105706, "flow_matching_loss": 0.01528979754075408, "grad_norm": 0.08113061636686325, "learning_rate": 8.882380959551739e-09, "loss": 0.0162, "relation_loss": 0.000926700554555282, "selected_pairs": 26952.6, "state_query_norm": 41.8695011138916, "state_relation_loss": 7.045278834993951e-05, "step": 29830, "valid_action_samples": 232.6, "weighted_auxiliary_loss": 0.000926700554555282, "weighted_relation_loss": 0.000926700554555282 }, { "action_query_norm": 39.63846702575684, "action_relation_loss": 0.0008715051342733204, "auxiliary_loss_weight": 1.0, "epoch": 27.913938260056128, "flow_matching_loss": 0.014811729732900857, "grad_norm": 0.08482725918292999, "learning_rate": 7.873908924821428e-09, "loss": 0.0158, "relation_loss": 0.0009444007242564112, "selected_pairs": 26874.9, "state_query_norm": 41.85272102355957, "state_relation_loss": 7.289558052434587e-05, "step": 29840, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009444007242564112, "weighted_relation_loss": 0.0009444007242564112 }, { "action_query_norm": 39.6165283203125, "action_relation_loss": 0.000840972556034103, "auxiliary_loss_weight": 1.0, "epoch": 27.92329279700655, "flow_matching_loss": 0.01616855785250664, "grad_norm": 0.11037667840719223, "learning_rate": 6.926182037242379e-09, "loss": 0.0171, "relation_loss": 0.0009101361210923642, "selected_pairs": 27057.3, "state_query_norm": 41.8645378112793, "state_relation_loss": 6.916356578585691e-05, "step": 29850, "valid_action_samples": 233.1, "weighted_auxiliary_loss": 0.0009101361210923642, "weighted_relation_loss": 0.0009101361210923642 }, { "action_query_norm": 39.6601921081543, "action_relation_loss": 0.0008955532219260931, "auxiliary_loss_weight": 1.0, "epoch": 27.932647333956968, "flow_matching_loss": 0.01494816467165947, "grad_norm": 0.09159873425960541, "learning_rate": 6.039201448387876e-09, "loss": 0.0159, "relation_loss": 0.0009660164767410606, "selected_pairs": 27502.6, "state_query_norm": 41.85438003540039, "state_relation_loss": 7.04632511769887e-05, "step": 29860, "valid_action_samples": 235.0, "weighted_auxiliary_loss": 0.0009660164767410606, "weighted_relation_loss": 0.0009660164767410606 }, { "action_query_norm": 39.62078285217285, "action_relation_loss": 0.0009351086395327002, "auxiliary_loss_weight": 1.0, "epoch": 27.94200187090739, "flow_matching_loss": 0.01761757079511881, "grad_norm": 0.09976695477962494, "learning_rate": 5.212968236029125e-09, "loss": 0.0186, "relation_loss": 0.001006076339399442, "selected_pairs": 27643.9, "state_query_norm": 41.85299415588379, "state_relation_loss": 7.09677035047207e-05, "step": 29870, "valid_action_samples": 235.6, "weighted_auxiliary_loss": 0.001006076339399442, "weighted_relation_loss": 0.001006076339399442 }, { "action_query_norm": 39.70389175415039, "action_relation_loss": 0.0008270522346720099, "auxiliary_loss_weight": 1.0, "epoch": 27.951356407857812, "flow_matching_loss": 0.01584635376930237, "grad_norm": 0.08771960437297821, "learning_rate": 4.447483404118602e-09, "loss": 0.0167, "relation_loss": 0.000899383082287386, "selected_pairs": 26883.5, "state_query_norm": 41.865726470947266, "state_relation_loss": 7.233085707412102e-05, "step": 29880, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.000899383082287386, "weighted_relation_loss": 0.000899383082287386 }, { "action_query_norm": 39.610940551757814, "action_relation_loss": 0.0009054286987520754, "auxiliary_loss_weight": 1.0, "epoch": 27.96071094480823, "flow_matching_loss": 0.016668033506721257, "grad_norm": 0.13972485065460205, "learning_rate": 3.742747882784503e-09, "loss": 0.0176, "relation_loss": 0.0009726423886604607, "selected_pairs": 26183.9, "state_query_norm": 41.854460906982425, "state_relation_loss": 6.721369391016196e-05, "step": 29890, "valid_action_samples": 229.3, "weighted_auxiliary_loss": 0.0009726423886604607, "weighted_relation_loss": 0.0009726423886604607 }, { "action_query_norm": 39.64356117248535, "action_relation_loss": 0.0008356747857760638, "auxiliary_loss_weight": 1.0, "epoch": 27.970065481758652, "flow_matching_loss": 0.014556619711220265, "grad_norm": 0.12543411552906036, "learning_rate": 3.0987625283473987e-09, "loss": 0.0155, "relation_loss": 0.0009032710047904402, "selected_pairs": 26968.3, "state_query_norm": 41.856480026245116, "state_relation_loss": 6.759620882803574e-05, "step": 29900, "valid_action_samples": 232.7, "weighted_auxiliary_loss": 0.0009032710047904402, "weighted_relation_loss": 0.0009032710047904402 }, { "action_query_norm": 39.64381713867188, "action_relation_loss": 0.0009198758925776929, "auxiliary_loss_weight": 1.0, "epoch": 27.979420018709074, "flow_matching_loss": 0.015446959342807532, "grad_norm": 0.16947174072265625, "learning_rate": 2.515528123320232e-09, "loss": 0.0164, "relation_loss": 0.000987293035723269, "selected_pairs": 26639.2, "state_query_norm": 41.874443435668944, "state_relation_loss": 6.741715733369347e-05, "step": 29910, "valid_action_samples": 231.3, "weighted_auxiliary_loss": 0.000987293035723269, "weighted_relation_loss": 0.000987293035723269 }, { "action_query_norm": 39.66566009521485, "action_relation_loss": 0.000839479872956872, "auxiliary_loss_weight": 1.0, "epoch": 27.988774555659496, "flow_matching_loss": 0.014700146205723286, "grad_norm": 0.0628650039434433, "learning_rate": 1.9930453763750133e-09, "loss": 0.0156, "relation_loss": 0.0009076531685423106, "selected_pairs": 26734.2, "state_query_norm": 41.8576774597168, "state_relation_loss": 6.817330213380047e-05, "step": 29920, "valid_action_samples": 231.7, "weighted_auxiliary_loss": 0.0009076531685423106, "weighted_relation_loss": 0.0009076531685423106 }, { "action_query_norm": 39.619694519042966, "action_relation_loss": 0.0008887511503417045, "auxiliary_loss_weight": 1.0, "epoch": 27.998129092609915, "flow_matching_loss": 0.015662228874862193, "grad_norm": 0.14480628073215485, "learning_rate": 1.5313149223872281e-09, "loss": 0.0166, "relation_loss": 0.0009564513282384723, "selected_pairs": 26664.9, "state_query_norm": 41.84622573852539, "state_relation_loss": 6.77001771691721e-05, "step": 29930, "valid_action_samples": 231.4, "weighted_auxiliary_loss": 0.0009564513282384723, "weighted_relation_loss": 0.0009564513282384723 }, { "action_query_norm": 39.627939987182614, "action_relation_loss": 0.0008861621899995953, "auxiliary_loss_weight": 1.0, "epoch": 28.007483629560337, "flow_matching_loss": 0.014446358475834132, "grad_norm": 0.12763653695583344, "learning_rate": 1.1303373224025305e-09, "loss": 0.0154, "relation_loss": 0.0009577607095707207, "selected_pairs": 24608.7, "state_query_norm": 41.840902709960936, "state_relation_loss": 7.159853048506193e-05, "step": 29940, "valid_action_samples": 215.5, "weighted_auxiliary_loss": 0.0009577607095707207, "weighted_relation_loss": 0.0009577607095707207 }, { "action_query_norm": 39.626326370239255, "action_relation_loss": 0.0008008444332517683, "auxiliary_loss_weight": 1.0, "epoch": 28.01683816651076, "flow_matching_loss": 0.014643988758325576, "grad_norm": 0.07169917225837708, "learning_rate": 7.901130636367438e-10, "loss": 0.0155, "relation_loss": 0.0008710240828804672, "selected_pairs": 26558.4, "state_query_norm": 41.85442848205567, "state_relation_loss": 7.017965835984797e-05, "step": 29950, "valid_action_samples": 230.9, "weighted_auxiliary_loss": 0.0008710240828804672, "weighted_relation_loss": 0.0008710240828804672 }, { "action_query_norm": 39.6061336517334, "action_relation_loss": 0.000836722640087828, "auxiliary_loss_weight": 1.0, "epoch": 28.026192703461177, "flow_matching_loss": 0.01591390063986182, "grad_norm": 0.0737992376089096, "learning_rate": 5.106425595036158e-10, "loss": 0.0168, "relation_loss": 0.0009071920998394489, "selected_pairs": 26233.1, "state_query_norm": 41.86643905639649, "state_relation_loss": 7.046945647743996e-05, "step": 29960, "valid_action_samples": 229.5, "weighted_auxiliary_loss": 0.0009071920998394489, "weighted_relation_loss": 0.0009071920998394489 }, { "action_query_norm": 39.63439826965332, "action_relation_loss": 0.000853474740870297, "auxiliary_loss_weight": 1.0, "epoch": 28.0355472404116, "flow_matching_loss": 0.014647952653467656, "grad_norm": 0.10678240656852722, "learning_rate": 2.9192614958706286e-10, "loss": 0.0156, "relation_loss": 0.0009215975936967879, "selected_pairs": 26875.3, "state_query_norm": 41.853287887573245, "state_relation_loss": 6.812285027990583e-05, "step": 29970, "valid_action_samples": 232.3, "weighted_auxiliary_loss": 0.0009215975936967879, "weighted_relation_loss": 0.0009215975936967879 }, { "action_query_norm": 39.68527336120606, "action_relation_loss": 0.0008674254000652582, "auxiliary_loss_weight": 1.0, "epoch": 28.04490177736202, "flow_matching_loss": 0.015663078241050243, "grad_norm": 0.13001056015491486, "learning_rate": 1.3396409964117064e-10, "loss": 0.0166, "relation_loss": 0.0009343850775621832, "selected_pairs": 26808.6, "state_query_norm": 41.8635311126709, "state_relation_loss": 6.695968259009532e-05, "step": 29980, "valid_action_samples": 232.0, "weighted_auxiliary_loss": 0.0009343850775621832, "weighted_relation_loss": 0.0009343850775621832 }, { "action_query_norm": 39.639875411987305, "action_relation_loss": 0.0008806628233287483, "auxiliary_loss_weight": 1.0, "epoch": 28.054256314312443, "flow_matching_loss": 0.014712597895413636, "grad_norm": 0.09217794239521027, "learning_rate": 3.6756601606846574e-11, "loss": 0.0157, "relation_loss": 0.0009520060324575752, "selected_pairs": 27151.3, "state_query_norm": 41.848148345947266, "state_relation_loss": 7.134320876502897e-05, "step": 29990, "valid_action_samples": 233.5, "weighted_auxiliary_loss": 0.0009520060324575752, "weighted_relation_loss": 0.0009520060324575752 }, { "action_query_norm": 39.63685760498047, "action_relation_loss": 0.0009216151724103838, "auxiliary_loss_weight": 1.0, "epoch": 28.06361085126286, "flow_matching_loss": 0.015820432733744384, "grad_norm": 0.09764866530895233, "learning_rate": 3.0377360626943076e-13, "loss": 0.0168, "relation_loss": 0.0009941779193468393, "selected_pairs": 27014.0, "state_query_norm": 41.86003227233887, "state_relation_loss": 7.2562738932902e-05, "step": 30000, "valid_action_samples": 232.9, "weighted_auxiliary_loss": 0.0009941779193468393, "weighted_relation_loss": 0.0009941779193468393 }, { "epoch": 28.06361085126286, "step": 30000, "total_flos": 0.0, "train_loss": 0.043716008874773976, "train_runtime": 60060.3548, "train_samples_per_second": 127.871, "train_steps_per_second": 0.499 } ], "logging_steps": 10, "max_steps": 30000, "num_input_tokens_seen": 0, "num_train_epochs": 29, "save_steps": 10000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }