| {"epoch": 0, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.0, "lr": 0.0001, "train_total": 0.8719361212339487, "train_l_mat": 0.31244872114411343, "train_l_sens": 1.0448361645947706, "train_l_pair": 0.3294240762521555, "train_l_adv": 2.387831862982329, "train_l_deg": 0.08335499690115653, "train_l_orth": 0.3366320861067187, "train_l_spread": 0.05219353288244288, "train_q_mean": 49.874, "train_q_std": 1.068, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 159.2} |
| {"epoch": 1, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.0831, "lr": 9.993490290084226e-05, "train_total": 0.5394698793555165, "train_l_mat": 0.298239141702652, "train_l_sens": 1.896288613746832, "train_l_pair": 1.2299264443887246, "train_l_adv": 2.232759541756398, "train_l_deg": 0.03667453427480215, "train_l_orth": 0.09259649120304767, "train_l_spread": 0.04750655157709712, "train_q_mean": 50.797, "train_q_std": 1.86, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 79.1} |
| {"epoch": 2, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.1651, "lr": 9.973979002999299e-05, "train_total": 0.32495666953089003, "train_l_mat": 0.30179347332801904, "train_l_sens": 7.029388832616377, "train_l_pair": 6.308606809323972, "train_l_adv": 2.414461019876841, "train_l_deg": 0.03486416146876542, "train_l_orth": 0.044741873890539074, "train_l_spread": 0.027795114193682198, "train_q_mean": 51.089, "train_q_std": 7.57, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.8} |
| {"epoch": 3, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.2449, "lr": 9.941519617826906e-05, "train_total": 0.1764015071094036, "train_l_mat": 0.32390307017543296, "train_l_sens": 10.956451496830931, "train_l_pair": 10.294554495596671, "train_l_adv": 2.2246535006944126, "train_l_deg": 0.035281542979646474, "train_l_orth": 0.03436384365373702, "train_l_spread": 0.010111987296080737, "train_q_mean": 51.237, "train_q_std": 14.188, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.3} |
| {"epoch": 4, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.3215, "lr": 9.896201103485579e-05, "train_total": 0.13263605144881718, "train_l_mat": 0.33871438092476613, "train_l_sens": 17.412497147515012, "train_l_pair": 16.677737330531215, "train_l_adv": 2.4763135448232427, "train_l_deg": 0.04204035531844826, "train_l_orth": 0.031113088179719507, "train_l_spread": 0.003495741285528434, "train_q_mean": 51.068, "train_q_std": 18.436, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.4} |
| {"epoch": 5, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.3941, "lr": 9.838147674873076e-05, "train_total": 0.10024402738624327, "train_l_mat": 0.3406398435299461, "train_l_sens": 18.79029695139275, "train_l_pair": 18.069195962167, "train_l_adv": 2.4425903445965536, "train_l_deg": 0.02556782637105055, "train_l_orth": 0.02531088099433193, "train_l_spread": 0.002042624220537307, "train_q_mean": 51.124, "train_q_std": 19.966, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 6, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.4621, "lr": 9.767518452401982e-05, "train_total": 0.07702804710883815, "train_l_mat": 0.33589957875979914, "train_l_sens": 18.88207582471607, "train_l_pair": 18.206602045007653, "train_l_adv": 2.2807510457597338, "train_l_deg": 0.015388010023450185, "train_l_orth": 0.018055358392433978, "train_l_spread": 0.001254138585061007, "train_q_mean": 50.834, "train_q_std": 20.877, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.6} |
| {"epoch": 7, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.5251, "lr": 9.684507025861709e-05, "train_total": 0.06853990048707069, "train_l_mat": 0.32665589787401594, "train_l_sens": 17.657446224141765, "train_l_pair": 16.975130613859708, "train_l_adv": 2.303646829214182, "train_l_deg": 0.012914857991065449, "train_l_orth": 0.015673751743543927, "train_l_spread": 0.0008471400752560831, "train_q_mean": 50.718, "train_q_std": 21.603, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.9} |
| {"epoch": 8, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.5828, "lr": 9.589340923802355e-05, "train_total": 0.060489123645196624, "train_l_mat": 0.31823956342162313, "train_l_sens": 18.088008801679354, "train_l_pair": 17.43312595126865, "train_l_adv": 2.2084834913949707, "train_l_deg": 0.01232737447873234, "train_l_orth": 0.01029970364195194, "train_l_spread": 0.0006969352259008562, "train_q_mean": 50.707, "train_q_std": 22.05, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.2} |
| {"epoch": 9, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.6, "lr": 9.482280989894749e-05, "train_total": 0.05406258236784656, "train_l_mat": 0.3114514914718834, "train_l_sens": 18.747042554992813, "train_l_pair": 18.04203463030291, "train_l_adv": 2.380111647081805, "train_l_deg": 0.009796660138555773, "train_l_orth": 0.007800901837506423, "train_l_spread": 0.0005536450539570855, "train_q_mean": 50.757, "train_q_std": 22.564, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.7} |
| {"epoch": 10, "alpha": 0.1, "beta": 0.0, "gamma": 1.0, "grl_lambda": 0.6, "lr": 9.363620667976087e-05, "train_total": 0.04817842108172339, "train_l_mat": 0.30982149425927585, "train_l_sens": 18.971727928062815, "train_l_pair": 18.2394394058365, "train_l_adv": 2.4702314337094626, "train_l_deg": 0.007499697997617831, "train_l_orth": 0.00486727451697424, "train_l_spread": 0.00048066489935982636, "train_q_mean": 50.789, "train_q_std": 22.798, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.5} |
| {"epoch": 11, "alpha": 0.12, "beta": 0.03, "gamma": 0.96, "grl_lambda": 0.6, "lr": 9.233685197740767e-05, "train_total": 0.5039720907975156, "train_l_mat": 0.2815268048764886, "train_l_sens": 13.223168172546336, "train_l_pair": 12.73080825805664, "train_l_adv": 1.6553680346355781, "train_l_deg": 0.013880590761399216, "train_l_orth": 0.03182385016079606, "train_l_spread": 0.0017985492396201971, "train_q_mean": 50.541, "train_q_std": 20.685, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.1} |
| {"epoch": 12, "alpha": 0.14, "beta": 0.06, "gamma": 0.92, "grl_lambda": 0.6, "lr": 9.092830723281003e-05, "train_total": 0.7865713174949895, "train_l_mat": 0.2604850984707072, "train_l_sens": 10.713820535119053, "train_l_pair": 10.420729319254557, "train_l_adv": 0.9769706905962111, "train_l_deg": 0.018926428072731354, "train_l_orth": 0.03996341746103287, "train_l_spread": 0.0025639856742329997, "train_q_mean": 50.7, "train_q_std": 19.641, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.1} |
| {"epoch": 13, "alpha": 0.16, "beta": 0.09, "gamma": 0.88, "grl_lambda": 0.6, "lr": 8.941443316920615e-05, "train_total": 0.992243231198675, "train_l_mat": 0.24661065896486375, "train_l_sens": 9.001458685006106, "train_l_pair": 8.726527239825275, "train_l_adv": 0.9164381279601707, "train_l_deg": 0.013577199076616461, "train_l_orth": 0.048838665418385586, "train_l_spread": 0.004244240122109962, "train_q_mean": 51.368, "train_q_std": 18.639, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
| {"epoch": 14, "alpha": 0.18, "beta": 0.12, "gamma": 0.84, "grl_lambda": 0.6, "lr": 8.779937921017626e-05, "train_total": 1.1105791267074712, "train_l_mat": 0.24447801417192896, "train_l_sens": 7.877399908059889, "train_l_pair": 7.601342141091287, "train_l_adv": 0.9201925198237101, "train_l_deg": 0.01312734935201153, "train_l_orth": 0.035708893229975155, "train_l_spread": 0.0037679800345260346, "train_q_mean": 51.26, "train_q_std": 19.517, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 15, "alpha": 0.2, "beta": 0.15, "gamma": 0.8, "grl_lambda": 0.6, "lr": 8.608757210636104e-05, "train_total": 1.4014747218304389, "train_l_mat": 0.24300523803712012, "train_l_sens": 8.027227928509584, "train_l_pair": 7.713294948543514, "train_l_adv": 1.0464431855592642, "train_l_deg": 0.022661854063715525, "train_l_orth": 0.03138994712640557, "train_l_spread": 0.005192388315540361, "train_q_mean": 51.463, "train_q_std": 18.702, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 16, "alpha": 0.22, "beta": 0.18, "gamma": 0.76, "grl_lambda": 0.6, "lr": 8.42837038020458e-05, "train_total": 1.3868156020437274, "train_l_mat": 0.23414140063765887, "train_l_sens": 6.407800352116963, "train_l_pair": 6.105093380352399, "train_l_adv": 1.0090232521027058, "train_l_deg": 0.014613166355817928, "train_l_orth": 0.040184534118911416, "train_l_spread": 0.007553518870383971, "train_q_mean": 51.721, "train_q_std": 18.355, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 17, "alpha": 0.24, "beta": 0.21, "gamma": 0.72, "grl_lambda": 0.6, "lr": 8.239271857486731e-05, "train_total": 1.455969702016126, "train_l_mat": 0.2352376829597864, "train_l_sens": 5.81232459621655, "train_l_pair": 5.546701620290945, "train_l_adv": 0.8854098644879487, "train_l_deg": 0.022853655138090755, "train_l_orth": 0.026074610573453578, "train_l_spread": 0.007579327239508128, "train_q_mean": 51.451, "train_q_std": 18.345, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 18, "alpha": 0.26, "beta": 0.24, "gamma": 0.68, "grl_lambda": 0.6, "lr": 8.04197994838925e-05, "train_total": 1.9500524271279573, "train_l_mat": 0.23239616405319524, "train_l_sens": 7.237130690668081, "train_l_pair": 6.945477047482052, "train_l_adv": 0.9721787284623395, "train_l_deg": 0.00987606731346737, "train_l_orth": 0.03347256086580036, "train_l_spread": 0.006007240245224665, "train_q_mean": 52.099, "train_q_std": 18.837, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 19, "alpha": 0.28, "beta": 0.27, "gamma": 0.64, "grl_lambda": 0.6, "lr": 7.837035416321382e-05, "train_total": 2.1144346381025807, "train_l_mat": 0.2354802987328521, "train_l_sens": 7.062229181262287, "train_l_pair": 6.706259237753378, "train_l_adv": 1.186566437149907, "train_l_deg": 0.013294522501546616, "train_l_orth": 0.03364805903087521, "train_l_spread": 0.005225916542028924, "train_q_mean": 51.997, "train_q_std": 18.534, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 20, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 7.625000000000004e-05, "train_total": 2.25218550008428, "train_l_mat": 0.22923431075639553, "train_l_sens": 6.826646753997953, "train_l_pair": 6.507202938870266, "train_l_adv": 1.064812695120906, "train_l_deg": 0.012641185374017008, "train_l_orth": 0.024320903465965646, "train_l_spread": 0.005299734075444641, "train_q_mean": 52.287, "train_q_std": 18.797, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 21, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 7.406454873762851e-05, "train_total": 2.0913008531001775, "train_l_mat": 0.22935717049482707, "train_l_sens": 6.232841171458498, "train_l_pair": 5.929958790272206, "train_l_adv": 1.009607877280261, "train_l_deg": 0.015222870572108298, "train_l_orth": 0.02922904660174338, "train_l_spread": 0.006169476004124426, "train_q_mean": 52.255, "train_q_std": 18.163, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.2} |
| {"epoch": 22, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 7.181999054610056e-05, "train_total": 1.9520108877672806, "train_l_mat": 0.22954848630202784, "train_l_sens": 5.828041355486389, "train_l_pair": 5.517396342646968, "train_l_adv": 1.035483314110352, "train_l_deg": 0.018847331837572676, "train_l_orth": 0.025605087329503486, "train_l_spread": 0.004857177578430908, "train_q_mean": 52.436, "train_q_std": 19.149, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 23, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 6.952247760340182e-05, "train_total": 2.2953087858654357, "train_l_mat": 0.23130406207732251, "train_l_sens": 7.040330309789997, "train_l_pair": 6.718540122917107, "train_l_adv": 1.0726338990099795, "train_l_deg": 0.011985842113882338, "train_l_orth": 0.022241025071314258, "train_l_spread": 0.004308865860268171, "train_q_mean": 52.438, "train_q_std": 19.688, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.1} |
| {"epoch": 24, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 6.717830723281005e-05, "train_total": 1.704870391670648, "train_l_mat": 0.22651929193520332, "train_l_sens": 4.8434542635002655, "train_l_pair": 4.506302361015801, "train_l_adv": 1.1238396473833032, "train_l_deg": 0.009809924929475135, "train_l_orth": 0.025182736540414596, "train_l_spread": 0.008867592799376595, "train_q_mean": 51.947, "train_q_std": 17.637, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.1} |
| {"epoch": 25, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 6.479390464236978e-05, "train_total": 1.6903965658097118, "train_l_mat": 0.22492855908097448, "train_l_sens": 4.888821940835531, "train_l_pair": 4.560346036343961, "train_l_adv": 1.0949196039556384, "train_l_deg": 0.010179551310159752, "train_l_orth": 0.030410918837669096, "train_l_spread": 0.006562016038842885, "train_q_mean": 52.274, "train_q_std": 18.78, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 26, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 6.23758053138436e-05, "train_total": 2.268906402997337, "train_l_mat": 0.23584122244302216, "train_l_sens": 7.014532002309958, "train_l_pair": 6.649016165518546, "train_l_adv": 1.2183860865262177, "train_l_deg": 0.010705452399912526, "train_l_orth": 0.019678573548344912, "train_l_spread": 0.003138102543317956, "train_q_mean": 52.142, "train_q_std": 20.222, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 27, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 5.993063708941101e-05, "train_total": 2.250482241715397, "train_l_mat": 0.2346440456337757, "train_l_sens": 6.9107449781653045, "train_l_pair": 6.520049258395359, "train_l_adv": 1.3023190203013721, "train_l_deg": 0.01510800991627138, "train_l_orth": 0.021277113426434766, "train_l_spread": 0.0037373947504035256, "train_q_mean": 52.423, "train_q_std": 20.055, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 28, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 5.746510200521358e-05, "train_total": 2.0168323496037774, "train_l_mat": 0.24212360267972086, "train_l_sens": 6.204583756692775, "train_l_pair": 5.835485887957049, "train_l_adv": 1.2303262484503221, "train_l_deg": 0.010477386092371727, "train_l_orth": 0.02008039759695404, "train_l_spread": 0.002549102923571686, "train_q_mean": 52.217, "train_q_std": 21.166, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 29, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 5.4985957921539863e-05, "train_total": 2.04946723597141, "train_l_mat": 0.24843812797654857, "train_l_sens": 6.339687801964648, "train_l_pair": 5.93487921706191, "train_l_adv": 1.3493619451114722, "train_l_deg": 0.00964568172836349, "train_l_orth": 0.016630850987181672, "train_l_spread": 0.0023373182096596188, "train_q_mean": 52.113, "train_q_std": 21.326, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
| {"epoch": 30, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 5.250000000000005e-05, "train_total": 2.051432654429395, "train_l_mat": 0.24678875915370546, "train_l_sens": 6.366063583273071, "train_l_pair": 5.922373574059288, "train_l_adv": 1.4789666431444186, "train_l_deg": 0.008252924738904389, "train_l_orth": 0.014328090859307521, "train_l_spread": 0.0021636444829595232, "train_q_mean": 52.013, "train_q_std": 21.51, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 31, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 5.0014042078460215e-05, "train_total": 2.04442432386851, "train_l_mat": 0.24879715423863213, "train_l_sens": 6.3481941966860145, "train_l_pair": 5.911844494106533, "train_l_adv": 1.4544989276039708, "train_l_deg": 0.008665746413375804, "train_l_orth": 0.015158939596395605, "train_l_spread": 0.002027417642042368, "train_q_mean": 51.951, "train_q_std": 21.504, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 32, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 4.7534897994786504e-05, "train_total": 2.0618036422912067, "train_l_mat": 0.24526311869959574, "train_l_sens": 6.400097090650249, "train_l_pair": 5.920150258519628, "train_l_adv": 1.5998227346587826, "train_l_deg": 0.010121689311048825, "train_l_orth": 0.015353539228378501, "train_l_spread": 0.0020558744775674618, "train_q_mean": 52.264, "train_q_std": 21.434, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 33, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 4.506936291058907e-05, "train_total": 1.8291340051470577, "train_l_mat": 0.24861042761990615, "train_l_sens": 5.6446336499742555, "train_l_pair": 5.183282731889604, "train_l_adv": 1.5378363610387922, "train_l_deg": 0.00962937398363211, "train_l_orth": 0.014059148228445157, "train_l_spread": 0.001996061352484331, "train_q_mean": 52.221, "train_q_std": 21.788, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 34, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 4.262419468615646e-05, "train_total": 1.9162420556956046, "train_l_mat": 0.2514064218681138, "train_l_sens": 5.931006524074185, "train_l_pair": 5.372277749551309, "train_l_adv": 1.8624674795984149, "train_l_deg": 0.009649632736762066, "train_l_orth": 0.01638636983858174, "train_l_spread": 0.0019464352057233605, "train_q_mean": 52.191, "train_q_std": 22.25, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
| {"epoch": 35, "alpha": 0.3, "beta": 0.3, "gamma": 0.6, "grl_lambda": 0.6, "lr": 4.02060953576303e-05, "train_total": 2.091134488314122, "train_l_mat": 0.24885855756095937, "train_l_sens": 6.534581572757111, "train_l_pair": 5.89377092241167, "train_l_adv": 2.1388480287414415, "train_l_deg": 0.007574612012241552, "train_l_orth": 0.012545046670876784, "train_l_spread": 0.0019517017095528023, "train_q_mean": 52.425, "train_q_std": 22.399, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 36, "alpha": 0.29, "beta": 0.31, "gamma": 0.58, "grl_lambda": 0.6, "lr": 3.782169276719003e-05, "train_total": 2.033643399239392, "train_l_mat": 0.2510818218862688, "train_l_sens": 6.151416688888997, "train_l_pair": 5.473915529680681, "train_l_adv": 2.2747478302534634, "train_l_deg": 0.01021908527764026, "train_l_orth": 0.010659853228512598, "train_l_spread": 0.0017538641695864499, "train_q_mean": 52.093, "train_q_std": 22.362, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 37, "alpha": 0.28, "beta": 0.32, "gamma": 0.56, "grl_lambda": 0.6, "lr": 3.547752239659827e-05, "train_total": 2.198484590058928, "train_l_mat": 0.2534350823980194, "train_l_sens": 6.474461435600444, "train_l_pair": 5.772363628353085, "train_l_adv": 2.3845742011929416, "train_l_deg": 0.010055498814950738, "train_l_orth": 0.013466948055088529, "train_l_spread": 0.0017439653826374058, "train_q_mean": 52.102, "train_q_std": 22.373, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
| {"epoch": 38, "alpha": 0.27, "beta": 0.33, "gamma": 0.54, "grl_lambda": 0.6, "lr": 3.318000945389953e-05, "train_total": 2.096591014448587, "train_l_mat": 0.25587856313129803, "train_l_sens": 5.9940120407321436, "train_l_pair": 5.342287321348448, "train_l_adv": 2.2053642315907522, "train_l_deg": 0.009843188167553864, "train_l_orth": 0.010558631483240993, "train_l_spread": 0.0016385085596535187, "train_q_mean": 51.997, "train_q_std": 22.552, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 39, "alpha": 0.26, "beta": 0.34, "gamma": 0.52, "grl_lambda": 0.6, "lr": 3.093545126237156e-05, "train_total": 2.0521007294489726, "train_l_mat": 0.25837346767117314, "train_l_sens": 5.70916984975338, "train_l_pair": 5.035177196468319, "train_l_adv": 2.2833912732364894, "train_l_deg": 0.00616432325687702, "train_l_orth": 0.009503233966235121, "train_l_spread": 0.0015578691569431728, "train_q_mean": 51.868, "train_q_std": 22.741, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 40, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 2.8750000000000038e-05, "train_total": 2.152764281492915, "train_l_mat": 0.25872301964743716, "train_l_sens": 5.838679314733626, "train_l_pair": 5.18551103059236, "train_l_adv": 2.212678085039328, "train_l_deg": 0.008738774486053378, "train_l_orth": 0.01014105590762516, "train_l_spread": 0.0015171452928575695, "train_q_mean": 51.883, "train_q_std": 22.791, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 41, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 2.6629645836786254e-05, "train_total": 2.104729291185871, "train_l_mat": 0.2578417185257684, "train_l_sens": 5.708076373950855, "train_l_pair": 5.045220950702289, "train_l_adv": 2.224591625166369, "train_l_deg": 0.008680254945018631, "train_l_orth": 0.008026278242657616, "train_l_spread": 0.0016166106148818005, "train_q_mean": 51.925, "train_q_std": 22.843, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 42, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 2.4580200516107555e-05, "train_total": 2.015728864466419, "train_l_mat": 0.25751500905634045, "train_l_sens": 5.454014422791499, "train_l_pair": 4.797217291754645, "train_l_adv": 2.223523229092091, "train_l_deg": 0.008236048490633382, "train_l_orth": 0.007657086541052899, "train_l_spread": 0.0017129906958183022, "train_q_mean": 51.908, "train_q_std": 22.802, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.8} |
| {"epoch": 43, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 2.2607281425132752e-05, "train_total": 2.113233866975517, "train_l_mat": 0.2583038459221522, "train_l_sens": 5.722759499340444, "train_l_pair": 4.998399442380613, "train_l_adv": 2.4981534824715004, "train_l_deg": 0.01306224046247489, "train_l_orth": 0.009507261416827631, "train_l_spread": 0.0015668359393440606, "train_q_mean": 51.843, "train_q_std": 22.769, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
| {"epoch": 44, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 2.0716296197954272e-05, "train_total": 2.026719092500505, "train_l_mat": 0.2565359578274929, "train_l_sens": 5.49189245781383, "train_l_pair": 4.791865408957541, "train_l_adv": 2.441498736003498, "train_l_deg": 0.005969061889462298, "train_l_orth": 0.007676890896274583, "train_l_spread": 0.001570314622792491, "train_q_mean": 51.942, "train_q_std": 22.838, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 45, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.8912427893639017e-05, "train_total": 2.2674754198036484, "train_l_mat": 0.2593008194890645, "train_l_sens": 6.179300479121037, "train_l_pair": 5.450979456171259, "train_l_adv": 2.548375665604531, "train_l_deg": 0.006748905644918843, "train_l_orth": 0.007112213750506189, "train_l_spread": 0.0015426417532154602, "train_q_mean": 51.818, "train_q_std": 22.99, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 46, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.7200620789823804e-05, "train_total": 2.1954637047507473, "train_l_mat": 0.25793729638596913, "train_l_sens": 5.970340758830577, "train_l_pair": 5.267944559320673, "train_l_adv": 2.472151431951437, "train_l_deg": 0.007643589204301017, "train_l_orth": 0.007990476773327598, "train_l_spread": 0.0014000568677344032, "train_q_mean": 51.783, "train_q_std": 22.813, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 47, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.55855668307939e-05, "train_total": 2.151213465946483, "train_l_mat": 0.25690567889460575, "train_l_sens": 5.856588418150808, "train_l_pair": 5.1677387684315175, "train_l_adv": 2.4091383202655896, "train_l_deg": 0.0062043966262298215, "train_l_orth": 0.005669150663789379, "train_l_spread": 0.0013836114401226394, "train_q_mean": 51.903, "train_q_std": 22.872, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 48, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.407169276719002e-05, "train_total": 2.126110005486119, "train_l_mat": 0.25954756087011044, "train_l_sens": 5.781423348295796, "train_l_pair": 5.068784885578327, "train_l_adv": 2.483520436394322, "train_l_deg": 0.0091733633472924, "train_l_orth": 0.005670882421147145, "train_l_spread": 0.0012931358950162256, "train_q_mean": 51.748, "train_q_std": 22.85, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.4} |
| {"epoch": 49, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.266314802259238e-05, "train_total": 1.888049724620876, "train_l_mat": 0.26050569798361073, "train_l_sens": 5.112035062533241, "train_l_pair": 4.407829078468117, "train_l_adv": 2.4927734614492536, "train_l_deg": 0.005119516054873128, "train_l_orth": 0.004603739799488533, "train_l_spread": 0.001356840757039577, "train_q_mean": 51.811, "train_q_std": 23.017, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.6} |
| {"epoch": 50, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.1363793320239177e-05, "train_total": 1.987045917290825, "train_l_mat": 0.25988932816429183, "train_l_sens": 5.390935252781387, "train_l_pair": 4.733722257184553, "train_l_adv": 2.3113415601017238, "train_l_deg": 0.008424192327593855, "train_l_orth": 0.004828118808045228, "train_l_spread": 0.001446661264986966, "train_q_mean": 51.9, "train_q_std": 23.248, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
| {"epoch": 51, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 1.0177190101052542e-05, "train_total": 2.2408558188325114, "train_l_mat": 0.2603204303362348, "train_l_sens": 6.115938071329315, "train_l_pair": 5.3811080692050695, "train_l_adv": 2.573023463154698, "train_l_deg": 0.006480750414256535, "train_l_orth": 0.005483004113114942, "train_l_spread": 0.0013675539838102948, "train_q_mean": 51.848, "train_q_std": 23.096, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.5} |
| {"epoch": 52, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 9.106590761976463e-06, "train_total": 1.9018044364680577, "train_l_mat": 0.2595031535974494, "train_l_sens": 5.148475256454837, "train_l_pair": 4.453083003963436, "train_l_adv": 2.4239431028967506, "train_l_deg": 0.008466598464004058, "train_l_orth": 0.004394253941755196, "train_l_spread": 0.0014046633441466838, "train_q_mean": 51.912, "train_q_std": 23.168, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.5} |
| {"epoch": 53, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 8.154929741382924e-06, "train_total": 1.8905261095680364, "train_l_mat": 0.26025874533497534, "train_l_sens": 5.121539225315188, "train_l_pair": 4.440077910552153, "train_l_adv": 2.400855329122629, "train_l_deg": 0.005800028055681331, "train_l_orth": 0.00445102919118588, "train_l_spread": 0.0014435855731019867, "train_q_mean": 51.915, "train_q_std": 23.317, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.8} |
| {"epoch": 54, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 7.324815475980213e-06, "train_total": 2.1251206124151074, "train_l_mat": 0.26005586236715317, "train_l_sens": 5.790256843776317, "train_l_pair": 5.105060079076269, "train_l_adv": 2.4208300806380607, "train_l_deg": 0.00683217407653878, "train_l_orth": 0.004407973387142274, "train_l_spread": 0.0014050947466858889, "train_q_mean": 51.883, "train_q_std": 23.226, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.4} |
| {"epoch": 55, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 6.618523251269259e-06, "train_total": 1.7957317434620481, "train_l_mat": 0.26047248490624597, "train_l_sens": 4.846348862927239, "train_l_pair": 4.1999896109641135, "train_l_adv": 2.285751952244355, "train_l_deg": 0.006796499249183988, "train_l_orth": 0.004905626220066994, "train_l_spread": 0.0014142452765136604, "train_q_mean": 51.885, "train_q_std": 23.268, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.4} |
| {"epoch": 56, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 6.037988965144232e-06, "train_total": 1.7846879948031258, "train_l_mat": 0.2607150585264773, "train_l_sens": 4.818200712939641, "train_l_pair": 4.133822140392956, "train_l_adv": 2.4098782297727226, "train_l_deg": 0.007692538080641293, "train_l_orth": 0.0041465626236786525, "train_l_spread": 0.0015262941800231987, "train_q_mean": 51.957, "train_q_std": 23.474, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.7} |
| {"epoch": 57, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 5.584803821730963e-06, "train_total": 1.8676732762439832, "train_l_mat": 0.25933706230139947, "train_l_sens": 5.055424030836638, "train_l_pair": 4.355452133728577, "train_l_adv": 2.4603395064671836, "train_l_deg": 0.007418153516711984, "train_l_orth": 0.004331968268046579, "train_l_spread": 0.0014604581333801721, "train_q_mean": 51.944, "train_q_std": 23.369, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 78.2} |
| {"epoch": 58, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 5.260209970007015e-06, "train_total": 2.0955570568875954, "train_l_mat": 0.260029382298927, "train_l_sens": 5.7061674147844315, "train_l_pair": 5.0078373986321525, "train_l_adv": 2.4662864283398465, "train_l_deg": 0.008649814319617255, "train_l_orth": 0.003969860322753005, "train_l_spread": 0.001342355504003773, "train_q_mean": 51.828, "train_q_std": 23.298, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 75.0} |
| {"epoch": 59, "alpha": 0.25, "beta": 0.35, "gamma": 0.5, "grl_lambda": 0.6, "lr": 5.0650970991577435e-06, "train_total": 1.7332890601073567, "train_l_mat": 0.2611839030575645, "train_l_sens": 4.676373070022008, "train_l_pair": 4.006154275155282, "train_l_adv": 2.3761870329444474, "train_l_deg": 0.007101066146771684, "train_l_orth": 0.0036674014027576543, "train_l_spread": 0.001351185929059546, "train_q_mean": 51.838, "train_q_std": 23.385, "rand_ce_baseline": 3.3673, "n_samples": 42683, "n_sensors": 29, "elapsed_sec": 74.9} |
|
|