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| {"epoch": 1, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.0831, "lr": 9.993490290084226e-05, "train_total": 0.46489351766334996, "train_l_mat": 0.20709615898830397, "train_l_sens": 1.3169387695757118, "train_l_pair": 0.6324359103366062, "train_l_adv": 2.2818115536157078, "train_l_deg": 0.03589019704261912, "train_l_orth": 0.10497436107572604, "train_l_spread": 0.05013684309213548, "train_q_mean": 50.861, "train_q_std": 1.038, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.3} |
| {"epoch": 2, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.1651, "lr": 9.973979002999299e-05, "train_total": 0.30917343410017256, "train_l_mat": 0.20833039844224044, "train_l_sens": 4.2054072622511836, "train_l_pair": 3.5296735677633198, "train_l_adv": 2.252461060210391, "train_l_deg": 0.033297450402290096, "train_l_orth": 0.038551360558559025, "train_l_spread": 0.03635220544261707, "train_q_mean": 50.941, "train_q_std": 4.743, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.7} |
| {"epoch": 3, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.2449, "lr": 9.941519617826906e-05, "train_total": 0.19523396650077524, "train_l_mat": 0.2230289606964803, "train_l_sens": 9.889254284468857, "train_l_pair": 9.21240371841568, "train_l_adv": 2.2561686071189673, "train_l_deg": 0.03948855843827095, "train_l_orth": 0.03622712383910946, "train_l_spread": 0.01709536249908778, "train_q_mean": 51.072, "train_q_std": 10.799, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.5} |
| {"epoch": 4, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.3215, "lr": 9.896201103485579e-05, "train_total": 0.12961344262333335, "train_l_mat": 0.24783990689897323, "train_l_sens": 13.910123229429528, "train_l_pair": 13.20019613729941, "train_l_adv": 2.3671543909622743, "train_l_deg": 0.04116499914812881, "train_l_orth": 0.027340617023517488, "train_l_spread": 0.006797612762196107, "train_q_mean": 50.991, "train_q_std": 15.746, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.3} |
| {"epoch": 5, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.3941, "lr": 9.838147674873076e-05, "train_total": 0.0972734826222599, "train_l_mat": 0.259393082109389, "train_l_sens": 16.24590658443468, "train_l_pair": 15.553538416956997, "train_l_adv": 2.3093490111935244, "train_l_deg": 0.0379355152086187, "train_l_orth": 0.01819667573242138, "train_l_spread": 0.0029706914459778884, "train_q_mean": 51.225, "train_q_std": 18.928, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.0} |
| {"epoch": 6, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.4621, "lr": 9.767518452401982e-05, "train_total": 0.07510623548112742, "train_l_mat": 0.2577490976063518, "train_l_sens": 16.284747426842785, "train_l_pair": 15.595063080658784, "train_l_adv": 2.3019138810870885, "train_l_deg": 0.026344922820089368, "train_l_orth": 0.013804184126317384, "train_l_spread": 0.0017361909207187357, "train_q_mean": 51.514, "train_q_std": 20.48, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 77.9} |
| {"epoch": 7, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.5251, "lr": 9.684507025861709e-05, "train_total": 0.058383406290935504, "train_l_mat": 0.2535745617639911, "train_l_sens": 16.521889840563137, "train_l_pair": 15.794145051423493, "train_l_adv": 2.432488634242668, "train_l_deg": 0.0148961211310601, "train_l_orth": 0.010672914728717375, "train_l_spread": 0.001259745878685551, "train_q_mean": 51.321, "train_q_std": 21.129, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 8, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.5828, "lr": 9.589340923802355e-05, "train_total": 0.05259779344841435, "train_l_mat": 0.2510687892769908, "train_l_sens": 16.72740735610326, "train_l_pair": 16.03865284962697, "train_l_adv": 2.3028892187384873, "train_l_deg": 0.011584742980598061, "train_l_orth": 0.009559670835392558, "train_l_spread": 0.0010201080161071306, "train_q_mean": 51.358, "train_q_std": 21.604, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.4} |
| {"epoch": 9, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.6, "lr": 9.482280989894749e-05, "train_total": 0.05046351421792228, "train_l_mat": 0.24471864486868317, "train_l_sens": 18.57741707670796, "train_l_pair": 17.881674414282447, "train_l_adv": 2.3216109742989413, "train_l_deg": 0.0138061400278742, "train_l_orth": 0.0059860624122036925, "train_l_spread": 0.0009355879045796354, "train_q_mean": 51.308, "train_q_std": 21.931, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.5} |
| {"epoch": 10, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.6, "lr": 9.363620667976087e-05, "train_total": 0.058093629072646834, "train_l_mat": 0.24146138984072316, "train_l_sens": 17.464038173357647, "train_l_pair": 16.75845529367258, "train_l_adv": 2.3568808151794984, "train_l_deg": 0.02177804029050602, "train_l_orth": 0.006275344357106348, "train_l_spread": 0.000897545030425504, "train_q_mean": 51.591, "train_q_std": 22.352, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.4} |
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