upload orth_1e2_enc3_lr1e3_minlr1e-3_k3_ep100_seed10
Browse files
logs/orth_1e2_enc3_lr1e3_minlr1e-3_k3_ep100_seed10.jsonl
ADDED
|
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"epoch": 0, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.14687735424377024, "train_reg": 0.0, "train_total": 0.14687735424377024}
|
| 2 |
+
{"epoch": 1, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.09811833551308762, "train_reg": 0.0, "train_total": 0.09811833551308762}
|
| 3 |
+
{"epoch": 2, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0238668400561437, "train_reg": 0.0, "train_total": 0.0238668400561437}
|
| 4 |
+
{"epoch": 3, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.0194407997187227, "train_reg": 0.0, "train_total": 0.0194407997187227}
|
| 5 |
+
{"epoch": 4, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01883578112271304, "train_reg": 0.0, "train_total": 0.01883578112271304}
|
| 6 |
+
{"epoch": 5, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018699736644824345, "train_reg": 0.0, "train_total": 0.018699736644824345}
|
| 7 |
+
{"epoch": 6, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018564041859159868, "train_reg": 0.0, "train_total": 0.018564041859159868}
|
| 8 |
+
{"epoch": 7, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018445002380758524, "train_reg": 0.0, "train_total": 0.018445002380758524}
|
| 9 |
+
{"epoch": 8, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018279275759899367, "train_reg": 0.0, "train_total": 0.018279275759899367}
|
| 10 |
+
{"epoch": 9, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01811411443244045, "train_reg": 0.0, "train_total": 0.01811411443244045, "id_val_bce": 0.017892454129954178, "ood_bce": 0.021479776602548857, "orth_gap": 0.25663551688194275, "iso_gap": 0.020721158012747765, "jac_energy": 0.48158392310142517, "conf_gap": 0.22108198702335358, "jac_energy_0": 0.41608715057373047, "jac_energy_1": 0.468594491481781, "jac_energy_2": 0.5600700974464417, "participation_ratio": 2.9431731700897217, "geometry_score": 0.22315410282462836}
|
| 11 |
+
{"epoch": 10, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.018074626413484413, "train_reg": 0.0, "train_total": 0.018074626413484413}
|
| 12 |
+
{"epoch": 11, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.017909298088246334, "train_reg": 0.0, "train_total": 0.017909298088246334}
|
| 13 |
+
{"epoch": 12, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.017856841654671978, "train_reg": 0.0, "train_total": 0.017856841654671978}
|
| 14 |
+
{"epoch": 13, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.017619517573621124, "train_reg": 0.0, "train_total": 0.017619517573621124}
|
| 15 |
+
{"epoch": 14, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.017331804575709004, "train_reg": 0.0, "train_total": 0.017331804575709004}
|
| 16 |
+
{"epoch": 15, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.016838114514636498, "train_reg": 0.0, "train_total": 0.016838114514636498}
|
| 17 |
+
{"epoch": 16, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.015960314117061596, "train_reg": 0.0, "train_total": 0.015960314117061596}
|
| 18 |
+
{"epoch": 17, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01522956055123359, "train_reg": 0.0, "train_total": 0.01522956055123359}
|
| 19 |
+
{"epoch": 18, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.014276469679316506, "train_reg": 0.0, "train_total": 0.014276469679316506}
|
| 20 |
+
{"epoch": 19, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.013163984530062104, "train_reg": 0.0, "train_total": 0.013163984530062104, "id_val_bce": 0.012602771360737583, "ood_bce": 0.018236260682654878, "orth_gap": 0.25409236550331116, "iso_gap": 0.035803116858005524, "jac_energy": 2.558896064758301, "conf_gap": 0.23605363070964813, "jac_energy_0": 2.8026485443115234, "jac_energy_1": 2.0346250534057617, "jac_energy_2": 2.839414596557617, "participation_ratio": 3.2334790229797363, "geometry_score": 0.2396339423954487}
|
| 21 |
+
{"epoch": 20, "lam": 0.0, "lr": 0.001, "train_recon_bce": 0.01228866638848558, "train_reg": 0.0, "train_total": 0.01228866638848558}
|
| 22 |
+
{"epoch": 21, "lam": 0.0003333333333333333, "lr": 0.001, "train_recon_bce": 0.011279580813910192, "train_reg": 0.21585705503821373, "train_total": 0.011351533137106648}
|
| 23 |
+
{"epoch": 22, "lam": 0.0006666666666666666, "lr": 0.001, "train_recon_bce": 0.011411425075493753, "train_reg": 0.10015950340311974, "train_total": 0.011478198061619574}
|
| 24 |
+
{"epoch": 23, "lam": 0.001, "lr": 0.001, "train_recon_bce": 0.010044739135385802, "train_reg": 0.04159384034574032, "train_total": 0.010086333039604748}
|
| 25 |
+
{"epoch": 24, "lam": 0.0013333333333333333, "lr": 0.001, "train_recon_bce": 0.010078877035994083, "train_reg": 0.023490932828281075, "train_total": 0.01011019826789076}
|
| 26 |
+
{"epoch": 25, "lam": 0.0016666666666666666, "lr": 0.001, "train_recon_bce": 0.009513714612694457, "train_reg": 0.01663880713749677, "train_total": 0.009541445974415788}
|
| 27 |
+
{"epoch": 26, "lam": 0.002, "lr": 0.001, "train_recon_bce": 0.008411392050523622, "train_reg": 0.012800606656431531, "train_total": 0.008436993234984888}
|
| 28 |
+
{"epoch": 27, "lam": 0.0023333333333333335, "lr": 0.001, "train_recon_bce": 0.008279983691560725, "train_reg": 0.010580963542452082, "train_total": 0.008304672616456324}
|
| 29 |
+
{"epoch": 28, "lam": 0.0026666666666666666, "lr": 0.001, "train_recon_bce": 0.007988591901569938, "train_reg": 0.009464240157588696, "train_total": 0.00801382988477902}
|
| 30 |
+
{"epoch": 29, "lam": 0.003, "lr": 0.001, "train_recon_bce": 0.007433772518803987, "train_reg": 0.008396297023864463, "train_total": 0.007458961418403002, "id_val_bce": 0.007316426568043728, "ood_bce": 0.019219028654818733, "orth_gap": 0.008177158422768116, "iso_gap": 0.024596581235527992, "jac_energy": 3.390453338623047, "conf_gap": 0.08164429664611816, "jac_energy_0": 3.941622734069824, "jac_energy_1": 3.155344009399414, "jac_energy_2": 3.0743932723999023, "participation_ratio": 3.40000057220459, "geometry_score": 0.08410395476967096}
|
| 31 |
+
{"epoch": 30, "lam": 0.003333333333333333, "lr": 0.001, "train_recon_bce": 0.00701351178092106, "train_reg": 0.007748490049076888, "train_total": 0.007039340062571379}
|
| 32 |
+
{"epoch": 31, "lam": 0.0036666666666666666, "lr": 0.001, "train_recon_bce": 0.006886058540355104, "train_reg": 0.007133034916478209, "train_total": 0.00691221299348399}
|
| 33 |
+
{"epoch": 32, "lam": 0.004, "lr": 0.001, "train_recon_bce": 0.006471220127423294, "train_reg": 0.0065742552251322195, "train_total": 0.006497517150516312}
|
| 34 |
+
{"epoch": 33, "lam": 0.004333333333333334, "lr": 0.001, "train_recon_bce": 0.006504755695156443, "train_reg": 0.006227497011423111, "train_total": 0.006531741518604879}
|
| 35 |
+
{"epoch": 34, "lam": 0.004666666666666667, "lr": 0.001, "train_recon_bce": 0.006092108558126104, "train_reg": 0.0057817200577119365, "train_total": 0.0061190899286884815}
|
| 36 |
+
{"epoch": 35, "lam": 0.005, "lr": 0.001, "train_recon_bce": 0.006172627079649828, "train_reg": 0.005464284190869269, "train_total": 0.0061999485042179}
|
| 37 |
+
{"epoch": 36, "lam": 0.005333333333333333, "lr": 0.001, "train_recon_bce": 0.005531496091862209, "train_reg": 0.00511946663997757, "train_total": 0.005558799903762217}
|
| 38 |
+
{"epoch": 37, "lam": 0.005666666666666666, "lr": 0.001, "train_recon_bce": 0.00531345318207362, "train_reg": 0.004784084429653983, "train_total": 0.005340562987839803}
|
| 39 |
+
{"epoch": 38, "lam": 0.006, "lr": 0.001, "train_recon_bce": 0.0058637857243108256, "train_reg": 0.004581490439401629, "train_total": 0.005891274655975091}
|
| 40 |
+
{"epoch": 39, "lam": 0.006333333333333333, "lr": 0.001, "train_recon_bce": 0.005004479084163904, "train_reg": 0.004340644416515715, "train_total": 0.005031969854220127, "id_val_bce": 0.005375493007401626, "ood_bce": 0.03911059444071725, "orth_gap": 0.004270778503268957, "iso_gap": 0.01471969299018383, "jac_energy": 4.031531810760498, "conf_gap": 0.05066504329442978, "jac_energy_0": 4.281994342803955, "jac_energy_1": 4.267406940460205, "jac_energy_2": 3.5451951026916504, "participation_ratio": 3.4159882068634033, "geometry_score": 0.05213701259344816}
|
| 41 |
+
{"epoch": 40, "lam": 0.006666666666666666, "lr": 0.001, "train_recon_bce": 0.005743843755529572, "train_reg": 0.004182350409488815, "train_total": 0.005771726083670122}
|
| 42 |
+
{"epoch": 41, "lam": 0.006999999999999999, "lr": 0.001, "train_recon_bce": 0.005022435017356959, "train_reg": 0.004038863752308923, "train_total": 0.005050707055488601}
|
| 43 |
+
{"epoch": 42, "lam": 0.007333333333333333, "lr": 0.001, "train_recon_bce": 0.004866867423212777, "train_reg": 0.003787656629962536, "train_total": 0.00489464358057982}
|
| 44 |
+
{"epoch": 43, "lam": 0.007666666666666667, "lr": 0.001, "train_recon_bce": 0.004813880712996858, "train_reg": 0.0036734943569172174, "train_total": 0.004842044164737065}
|
| 45 |
+
{"epoch": 44, "lam": 0.008, "lr": 0.001, "train_recon_bce": 0.004611667825277739, "train_reg": 0.003499688156201349, "train_total": 0.00463966533667796}
|
| 46 |
+
{"epoch": 45, "lam": 0.008333333333333333, "lr": 0.001, "train_recon_bce": 0.004592036762915086, "train_reg": 0.0033808465789964734, "train_total": 0.0046202104980087215}
|
| 47 |
+
{"epoch": 46, "lam": 0.008666666666666668, "lr": 0.001, "train_recon_bce": 0.004644244826825646, "train_reg": 0.003292948822490871, "train_total": 0.004672783730105341}
|
| 48 |
+
{"epoch": 47, "lam": 0.009000000000000001, "lr": 0.001, "train_recon_bce": 0.004592955056674934, "train_reg": 0.003179785594208321, "train_total": 0.004621573110246875}
|
| 49 |
+
{"epoch": 48, "lam": 0.009333333333333334, "lr": 0.001, "train_recon_bce": 0.0040192701198975556, "train_reg": 0.0031376435387452752, "train_total": 0.004048554782154194}
|
| 50 |
+
{"epoch": 49, "lam": 0.009666666666666667, "lr": 0.001, "train_recon_bce": 0.004688763197918888, "train_reg": 0.002996027731569484, "train_total": 0.004717724785829584, "id_val_bce": 0.004804706065139423, "ood_bce": 0.0321493418693232, "orth_gap": 0.0031011358369141817, "iso_gap": 0.012652565725147724, "jac_energy": 4.461029052734375, "conf_gap": 0.04374038055539131, "jac_energy_0": 4.602860450744629, "jac_energy_1": 4.965517997741699, "jac_energy_2": 3.814708709716797, "participation_ratio": 3.4573493003845215, "geometry_score": 0.04500563712790608}
|
| 51 |
+
{"epoch": 50, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0039069797057891265, "train_reg": 0.0029235129865507283, "train_total": 0.003936214840602285}
|
| 52 |
+
{"epoch": 51, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003722557650083521, "train_reg": 0.0028311643909546547, "train_total": 0.0037508692985284142}
|
| 53 |
+
{"epoch": 52, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003783757761993911, "train_reg": 0.002732121885249702, "train_total": 0.0038110789876858084}
|
| 54 |
+
{"epoch": 53, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.004467117704431682, "train_reg": 0.0026776515417926325, "train_total": 0.00449389422525807}
|
| 55 |
+
{"epoch": 54, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.004560258656662579, "train_reg": 0.0027043961090384983, "train_total": 0.004587302636840225}
|
| 56 |
+
{"epoch": 55, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0032799763187843687, "train_reg": 0.002669070122162035, "train_total": 0.0033066670245413357}
|
| 57 |
+
{"epoch": 56, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0035026402062309594, "train_reg": 0.0025512381325825118, "train_total": 0.003528152573077629}
|
| 58 |
+
{"epoch": 57, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003496626673343902, "train_reg": 0.0025023536363733, "train_total": 0.0035216501928516664}
|
| 59 |
+
{"epoch": 58, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003781528784505402, "train_reg": 0.0024816621492694444, "train_total": 0.0038063454145837263}
|
| 60 |
+
{"epoch": 59, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.004362735417089425, "train_reg": 0.0024863930035886974, "train_total": 0.004387599340892241, "id_val_bce": 0.0032105217687785625, "ood_bce": 0.04348560110083781, "orth_gap": 0.0025185709819197655, "iso_gap": 0.01192188449203968, "jac_energy": 5.001126766204834, "conf_gap": 0.04075206071138382, "jac_energy_0": 5.0820698738098145, "jac_energy_1": 5.6931047439575195, "jac_energy_2": 4.228206157684326, "participation_ratio": 3.4533867835998535, "geometry_score": 0.04194424916058779}
|
| 61 |
+
{"epoch": 60, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.00393508745279784, "train_reg": 0.0024633447707553082, "train_total": 0.0039597208888153546}
|
| 62 |
+
{"epoch": 61, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002785030473508717, "train_reg": 0.0023937225826860717, "train_total": 0.0028089677022459605}
|
| 63 |
+
{"epoch": 62, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0031942894784151576, "train_reg": 0.002347842385158098, "train_total": 0.0032177678998171664}
|
| 64 |
+
{"epoch": 63, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.004337557123411291, "train_reg": 0.0024097197504791743, "train_total": 0.0043616543140766835}
|
| 65 |
+
{"epoch": 64, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0027750491669091084, "train_reg": 0.0022981613898688615, "train_total": 0.0027980307737986245}
|
| 66 |
+
{"epoch": 65, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0042047240397854084, "train_reg": 0.0023908294194067516, "train_total": 0.004228632332039221}
|
| 67 |
+
{"epoch": 66, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002666001576775064, "train_reg": 0.0022267483436735347, "train_total": 0.002688269055700706}
|
| 68 |
+
{"epoch": 67, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003983122842328157, "train_reg": 0.0022256923427145616, "train_total": 0.0040053797492873855}
|
| 69 |
+
{"epoch": 68, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0028160744138100804, "train_reg": 0.002279045947943814, "train_total": 0.0028388648643158376}
|
| 70 |
+
{"epoch": 69, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0036100092014142624, "train_reg": 0.0022455806077535576, "train_total": 0.0036324650015255124, "id_val_bce": 0.00248786254087463, "ood_bce": 0.06346643819706514, "orth_gap": 0.0022303948644548655, "iso_gap": 0.011770333163440228, "jac_energy": 5.481607913970947, "conf_gap": 0.04012544825673103, "jac_energy_0": 5.504002571105957, "jac_energy_1": 6.319625377655029, "jac_energy_2": 4.621196269989014, "participation_ratio": 3.423330545425415, "geometry_score": 0.041302481573075055}
|
| 71 |
+
{"epoch": 70, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0037386461578231924, "train_reg": 0.002203755320806522, "train_total": 0.0037606837189135454}
|
| 72 |
+
{"epoch": 71, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002536780790251214, "train_reg": 0.002212815151627486, "train_total": 0.0025589089442898207}
|
| 73 |
+
{"epoch": 72, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0038774463634278313, "train_reg": 0.0022412707645950527, "train_total": 0.0038998590583408563}
|
| 74 |
+
{"epoch": 73, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0035358857518682876, "train_reg": 0.002185157352262953, "train_total": 0.003557737329780745}
|
| 75 |
+
{"epoch": 74, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.00235810888504299, "train_reg": 0.002162722135835793, "train_total": 0.0023797360966758183}
|
| 76 |
+
{"epoch": 75, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003787923482983994, "train_reg": 0.0021574709705115915, "train_total": 0.0038094981743294434}
|
| 77 |
+
{"epoch": 76, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0021842066489625722, "train_reg": 0.0020856836975629753, "train_total": 0.0022050634967551255}
|
| 78 |
+
{"epoch": 77, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003330435705720447, "train_reg": 0.002105915453284979, "train_total": 0.0033514948615144626}
|
| 79 |
+
{"epoch": 78, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0032383433887540982, "train_reg": 0.0020729557181766722, "train_total": 0.0032590729679213837}
|
| 80 |
+
{"epoch": 79, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0021279754170488254, "train_reg": 0.0020173924955694624, "train_total": 0.0021481493386090733, "id_val_bce": 0.0027166499154797443, "ood_bce": 0.08550158066403431, "orth_gap": 0.002045911503955722, "iso_gap": 0.011375915259122849, "jac_energy": 5.907909870147705, "conf_gap": 0.03887385129928589, "jac_energy_0": 5.8991241455078125, "jac_energy_1": 6.865333557128906, "jac_energy_2": 4.959272384643555, "participation_ratio": 3.432377576828003, "geometry_score": 0.040011442825198175}
|
| 81 |
+
{"epoch": 80, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0036366482866772762, "train_reg": 0.0020292155798718645, "train_total": 0.003656940461951308}
|
| 82 |
+
{"epoch": 81, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0022080006456235424, "train_reg": 0.002040326862091509, "train_total": 0.002228403915069066}
|
| 83 |
+
{"epoch": 82, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0041605559054005425, "train_reg": 0.0021269307399052195, "train_total": 0.004181825193275775}
|
| 84 |
+
{"epoch": 83, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0019726693050567214, "train_reg": 0.002002409762402143, "train_total": 0.0019926933988851183}
|
| 85 |
+
{"epoch": 84, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0039787454273512895, "train_reg": 0.0021074643312507155, "train_total": 0.003999820090636301}
|
| 86 |
+
{"epoch": 85, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.001970436419166314, "train_reg": 0.001980703788528141, "train_total": 0.0019902434542018455}
|
| 87 |
+
{"epoch": 86, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0032249317312865364, "train_reg": 0.0020239984672419573, "train_total": 0.003245171702777346}
|
| 88 |
+
{"epoch": 87, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.004497368549588525, "train_reg": 0.002087271851147913, "train_total": 0.0045182412589686765}
|
| 89 |
+
{"epoch": 88, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002242727676881865, "train_reg": 0.002090615660563344, "train_total": 0.002263633837477149}
|
| 90 |
+
{"epoch": 89, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002022708646109095, "train_reg": 0.001934302773103506, "train_total": 0.0020420516654363987, "id_val_bce": 0.0021655948755020895, "ood_bce": 0.08364879397170928, "orth_gap": 0.0019678627140820026, "iso_gap": 0.010868760757148266, "jac_energy": 5.981803894042969, "conf_gap": 0.03747628629207611, "jac_energy_0": 5.985617637634277, "jac_energy_1": 6.890695095062256, "jac_energy_2": 5.0690999031066895, "participation_ratio": 3.4424729347229004, "geometry_score": 0.038563162367790935}
|
| 91 |
+
{"epoch": 90, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0032516319430821263, "train_reg": 0.0019562577981560025, "train_total": 0.003271194530195013}
|
| 92 |
+
{"epoch": 91, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002031884409613364, "train_reg": 0.0019650332712141485, "train_total": 0.0020515347496257164}
|
| 93 |
+
{"epoch": 92, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003905150508217048, "train_reg": 0.002010362351332636, "train_total": 0.00392525412341153}
|
| 94 |
+
{"epoch": 93, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0018147596359388747, "train_reg": 0.0019306779043593754, "train_total": 0.0018340664137213025}
|
| 95 |
+
{"epoch": 94, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003460048286797246, "train_reg": 0.001959694201408032, "train_total": 0.0034796452176427315}
|
| 96 |
+
{"epoch": 95, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0017196149019582663, "train_reg": 0.0018857269036137343, "train_total": 0.0017384721698666301}
|
| 97 |
+
{"epoch": 96, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003619778401722821, "train_reg": 0.0019733599826092054, "train_total": 0.0036395120029434716}
|
| 98 |
+
{"epoch": 97, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.002344650354643818, "train_reg": 0.001866288656553176, "train_total": 0.002363313245344519}
|
| 99 |
+
{"epoch": 98, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.003075340555369621, "train_reg": 0.0020089025031969263, "train_total": 0.0030954295713551496}
|
| 100 |
+
{"epoch": 99, "lam": 0.01, "lr": 0.001, "train_recon_bce": 0.0017036670590944898, "train_reg": 0.0018408398403456279, "train_total": 0.0017220754562004004, "id_val_bce": 0.0020553245558403432, "ood_bce": 0.0955557632483154, "orth_gap": 0.0018839811673387885, "iso_gap": 0.01052040047943592, "jac_energy": 6.289089679718018, "conf_gap": 0.03641326352953911, "jac_energy_0": 6.308473587036133, "jac_energy_1": 7.252103805541992, "jac_energy_2": 5.306692600250244, "participation_ratio": 3.450563430786133, "geometry_score": 0.0374653035774827}
|