1{"step": 0, "loss": 0.6217543482780457, "gain": 0.11268353462219238, "harm": 0.8242179155349731, "nll": 0.969618558883667, "t": 1.51}2{"step": 100, "loss": 0.19241824746131897, "gain": 0.003979177679866552, "harm": 0.5136688351631165, "nll": -0.6839534044265747, "t": 8.68}3{"step": 200, "loss": 0.05916588008403778, "gain": 0.0034271397162228823, "harm": 0.5102487206459045, "nll": -1.9938561916351318, "t": 14.33}4{"step": 249, "calib_huber": 0.010517006714784439, "calib_sign_acc": 0.6941967602912765, "calib_harm_brier": 0.1939330946408829, "calib_harm_ece": 0.07769986987113953, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.015281991320902816, "calib_captured_fraction": 0.16779286046737585, "calib_top1_match": 0.05410334346504559, "calib_n_audit_states": 1645, "t": 18.79}5{"step": 300, "loss": 0.14486049115657806, "gain": 0.003396645188331604, "harm": 0.6058646440505981, "nll": -1.6146845817565918, "t": 21.57}6{"step": 400, "loss": 0.07704775035381317, "gain": 0.0020318725146353245, "harm": 0.5852528810501099, "nll": -2.176105499267578, "t": 26.95}7{"step": 499, "calib_huber": 0.0015250327621141929, "calib_sign_acc": 0.5629365433199583, "calib_harm_brier": 0.17094168093994974, "calib_harm_ece": 0.022884827107191086, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.01282272375101014, "calib_captured_fraction": 0.30171650868240585, "calib_top1_match": 0.0547112462006079, "calib_n_audit_states": 1645, "t": 33.86}8{"step": 500, "loss": 0.001370161771774292, "gain": 0.001527803367935121, "harm": 0.5307777523994446, "nll": -2.6554653644561768, "t": 33.92}9{"step": 600, "loss": 0.10702954232692719, "gain": 0.006142090540379286, "harm": 0.4747239649295807, "nll": -1.3647453784942627, "t": 39.36}10{"step": 700, "loss": -0.010433346033096313, "gain": 0.0026992247439920902, "harm": 0.42587319016456604, "nll": -2.2606916427612305, "t": 44.74}11{"step": 749, "calib_huber": 0.0016405455295319259, "calib_sign_acc": 0.4800861940853024, "calib_harm_brier": 0.16535962802514506, "calib_harm_ece": 0.01039370521903038, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.012461327057116662, "calib_captured_fraction": 0.3213969876557359, "calib_top1_match": 0.0547112462006079, "calib_n_audit_states": 1645, "t": 49.04}12{"step": 800, "loss": -0.019962161779403687, "gain": 0.0013843975029885769, "harm": 0.48733922839164734, "nll": -2.6501615047454834, "t": 51.84}13{"step": 900, "loss": -0.058852121233940125, "gain": 0.0009405212476849556, "harm": 0.4586194157600403, "nll": -2.8910233974456787, "t": 57.39}14{"step": 999, "calib_huber": 0.0012022649852991068, "calib_sign_acc": 0.6564125427255164, "calib_harm_brier": 0.1600398019582879, "calib_harm_ece": 0.01565980352461338, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.011427309013065233, "calib_captured_fraction": 0.3777062199145015, "calib_top1_match": 0.06322188449848025, "calib_n_audit_states": 1645, "t": 64.34}15{"step": 1000, "loss": -0.04631441831588745, "gain": 0.0013401865726336837, "harm": 0.4754399061203003, "nll": -2.853745460510254, "t": 64.4}16{"step": 1100, "loss": -0.07637041807174683, "gain": 0.0010725471656769514, "harm": 0.4387507736682892, "nll": -2.9681835174560547, "t": 69.79}17{"step": 1200, "loss": -0.06496578454971313, "gain": 0.0010426120134070516, "harm": 0.4698534905910492, "nll": -3.0093514919281006, "t": 75.21}18{"step": 1249, "calib_huber": 0.0011220869855551932, "calib_sign_acc": 0.6217491454896715, "calib_harm_brier": 0.15860497322598402, "calib_harm_ece": 0.02261553332209587, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.010739420540064664, "calib_captured_fraction": 0.41516637065089457, "calib_top1_match": 0.06504559270516717, "calib_n_audit_states": 1645, "t": 79.37}19{"step": 1300, "loss": -0.1207217276096344, "gain": 0.0005600811564363539, "harm": 0.4300370216369629, "nll": -3.3630030155181885, "t": 82.05}20{"step": 1400, "loss": -0.04722009599208832, "gain": 0.0011644494952633977, "harm": 0.45957231521606445, "nll": -2.7817070484161377, "t": 87.3}21{"step": 1499, "calib_huber": 0.0009785579579212032, "calib_sign_acc": 0.42041908158716007, "calib_harm_brier": 0.16143824849020302, "calib_harm_ece": 0.013009194284677505, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.01221910088257949, "calib_captured_fraction": 0.3345878308906606, "calib_top1_match": 0.06869300911854104, "calib_n_audit_states": 1645, "t": 94.15}22{"step": 1500, "loss": -0.06804871559143066, "gain": 0.000664825551211834, "harm": 0.5305606126785278, "nll": -3.3399384021759033, "t": 94.21}23{"step": 1600, "loss": -0.07556450366973877, "gain": 0.001154533470980823, "harm": 0.5068498849868774, "nll": -3.3014397621154785, "t": 99.54}24{"step": 1700, "loss": -0.10204572975635529, "gain": 0.001108089811168611, "harm": 0.4906119704246521, "nll": -3.48459792137146, "t": 104.94}25{"step": 1749, "calib_huber": 0.0009797979088112332, "calib_sign_acc": 0.6669638876504681, "calib_harm_brier": 0.16354970610288794, "calib_harm_ece": 0.049120619893074036, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.012027452854399986, "calib_captured_fraction": 0.34502435411457977, "calib_top1_match": 0.08875379939209727, "calib_n_audit_states": 1645, "t": 109.14}26{"step": 1800, "loss": -0.11715850234031677, "gain": 0.0008175690891221166, "harm": 0.4343639016151428, "nll": -3.3515801429748535, "t": 111.91}27{"step": 1900, "loss": -0.1207641214132309, "gain": 0.0008810321451164782, "harm": 0.4911242127418518, "nll": -3.672072649002075, "t": 117.51}28{"step": 1999, "loss": -0.11400634050369263, "gain": 0.0009010079083964229, "harm": 0.47006553411483765, "nll": -3.499401092529297, "t": 122.79}29{"step": 1999, "calib_huber": 0.0009146865885242485, "calib_sign_acc": 0.4517387427552385, "calib_harm_brier": 0.15814475145820417, "calib_harm_ece": 0.018627993762493134, "calib_n_labels": 26916, "calib_oracle_opportunity_per_state": 0.01836320621989056, "calib_regret_per_state": 0.01151024432892495, "calib_captured_fraction": 0.37318983454766497, "calib_top1_match": 0.07963525835866261, "calib_n_audit_states": 1645, "t": 124.31}30{"event": "restored_best_calibration_checkpoint", "step": 1250, "score": -0.010739420540064664, "t": 124.31}31