FrankCCCCC commited on
Commit
d1630c7
·
verified ·
1 Parent(s): 4266c00

Upload res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_3/step_10/pred_target.json with huggingface_hub

Browse files
res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_3/step_10/pred_target.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"1": {"train": {"loss_reduced": 0.09861373901367188, "pred": 1.0735440254211426, "loss_l2": 0.998956024646759, "loss_mape": 10.135279655456543}}, "2": {"train": {"loss_reduced": 0.10214877128601074, "pred": 1.0495867729187012, "loss_l2": 0.944435715675354, "loss_mape": 9.513778686523438}}, "3": {"train": {"loss_reduced": 0.09908270835876465, "pred": 1.0286872386932373, "loss_l2": 0.9094992280006409, "loss_mape": 9.625057220458984}}, "4": {"train": {"loss_reduced": 0.09505689144134521, "pred": 1.0053266286849976, "loss_l2": 0.8727656006813049, "loss_mape": 9.828001022338867}}, "5": {"train": {"loss_reduced": 0.10690057277679443, "pred": 0.9840120077133179, "loss_l2": 0.8117250204086304, "loss_mape": 8.427998542785645}, "valid": {"0": {"loss_reduced": 0.09681856632232666, "pred": 0.9798665046691895, "valid_loss_l2": 0.7797736525535583, "valid_loss_mape": 9.120646476745605}}}, "6": {"train": {"loss_reduced": 0.09775280952453613, "pred": 0.9580938220024109, "loss_l2": 0.7825435996055603, "loss_mape": 9.049509048461914}}, "7": {"train": {"loss_reduced": 0.0992509126663208, "pred": 0.9318856000900269, "loss_l2": 0.7337808012962341, "loss_mape": 8.630752563476562}}, "8": {"train": {"loss_reduced": 0.10450577735900879, "pred": 0.9046648144721985, "loss_l2": 0.6786607503890991, "loss_mape": 7.882900714874268}}, "9": {"train": {"loss_reduced": 0.10266005992889404, "pred": 0.8832391500473022, "loss_l2": 0.6462212204933167, "loss_mape": 7.8304924964904785}}, "10": {"train": {"loss_reduced": 0.09123337268829346, "pred": 0.866492748260498, "loss_l2": 0.6373971104621887, "loss_mape": 8.750871658325195}, "valid": {"0": {"loss_reduced": 0.0904991626739502, "pred": 0.8662638068199158, "valid_loss_l2": 0.6018107533454895, "valid_loss_mape": 8.572064399719238}}}, "11": {"train": {"loss_reduced": 0.10131227970123291, "pred": 0.8358216285705566, "loss_l2": 0.5745516419410706, "loss_mape": 7.48173713684082}}, "12": {"train": {"loss_reduced": 0.10176193714141846, "pred": 0.8180087208747864, "loss_l2": 0.5464215874671936, "loss_mape": 7.264045238494873}}, "13": {"train": {"loss_reduced": 0.09925258159637451, "pred": 0.7958701848983765, "loss_l2": 0.5173206925392151, "loss_mape": 7.246663570404053}}, "14": {"train": {"loss_reduced": 0.1001443862915039, "pred": 0.7696882486343384, "loss_l2": 0.4785163104534149, "loss_mape": 6.9075140953063965}}, "15": {"train": {"loss_reduced": 0.08670830726623535, "pred": 0.7508818507194519, "loss_l2": 0.4705115854740143, "loss_mape": 7.910873889923096}, "valid": {"0": {"loss_reduced": 0.09763228893280029, "pred": 0.7516639828681946, "valid_loss_l2": 0.4277574419975281, "valid_loss_mape": 6.698928356170654}}}, "16": {"train": {"loss_reduced": 0.10259521007537842, "pred": 0.7303798198699951, "loss_l2": 0.4222584068775177, "loss_mape": 6.333766937255859}}, "17": {"train": {"loss_reduced": 0.0894155502319336, "pred": 0.7062520980834961, "loss_l2": 0.4074758291244507, "loss_mape": 7.139008045196533}}, "18": {"train": {"loss_reduced": 0.10102486610412598, "pred": 0.6849617958068848, "loss_l2": 0.3658841848373413, "loss_mape": 5.9874725341796875}}, "19": {"train": {"loss_reduced": 0.09799635410308838, "pred": 0.6640354990959167, "loss_l2": 0.3440156579017639, "loss_mape": 5.9852070808410645}}, "20": {"train": {"loss_reduced": 0.10426199436187744, "pred": 0.6496438384056091, "loss_l2": 0.31971436738967896, "loss_mape": 5.423192977905273}, "valid": {"0": {"loss_reduced": 0.10687720775604248, "pred": 0.6414145231246948, "valid_loss_l2": 0.28573015332221985, "valid_loss_mape": 5.001415252685547}}}, "21": {"train": {"loss_reduced": 0.10230863094329834, "pred": 0.6245168447494507, "loss_l2": 0.29417189955711365, "loss_mape": 5.301372528076172}}, "22": {"train": {"loss_reduced": 0.09975504875183105, "pred": 0.6069846749305725, "loss_l2": 0.27756398916244507, "loss_mape": 5.281371116638184}}, "23": {"train": {"loss_reduced": 0.09613394737243652, "pred": 0.5901196002960205, "loss_l2": 0.263297438621521, "loss_mape": 5.337606430053711}}, "24": {"train": {"loss_reduced": 0.09664034843444824, "pred": 0.5668997764587402, "loss_l2": 0.2390083521604538, "loss_mape": 5.058806419372559}}, "25": {"train": {"loss_reduced": 0.10344421863555908, "pred": 0.5448977947235107, "loss_l2": 0.21104370057582855, "loss_mape": 4.4409918785095215}, "valid": {"0": {"loss_reduced": 0.09974253177642822, "pred": 0.5493695735931396, "valid_loss_l2": 0.20216447114944458, "valid_loss_mape": 4.507876873016357}}}, "26": {"train": {"loss_reduced": 0.1012183427810669, "pred": 0.5329533219337463, "loss_l2": 0.2023540437221527, "loss_mape": 4.444231986999512}}, "27": {"train": {"loss_reduced": 0.096549391746521, "pred": 0.5142111778259277, "loss_l2": 0.18934869766235352, "loss_mape": 4.506938457489014}}, "28": {"train": {"loss_reduced": 0.1003103256225586, "pred": 0.49485841393470764, "loss_l2": 0.16933399438858032, "loss_mape": 4.102290630340576}}, "29": {"train": {"loss_reduced": 0.10232043266296387, "pred": 0.48338425159454346, "loss_l2": 0.15804006159305573, "loss_mape": 3.885270357131958}}, "30": {"train": {"loss_reduced": 0.09808218479156494, "pred": 0.46236610412597656, "loss_l2": 0.14447973668575287, "loss_mape": 3.8753714561462402}, "valid": {"0": {"loss_reduced": 0.09268593788146973, "pred": 0.4689099192619324, "valid_loss_l2": 0.14154449105262756, "valid_loss_mape": 4.059126853942871}}}, "31": {"train": {"loss_reduced": 0.09476375579833984, "pred": 0.450700581073761, "loss_l2": 0.13831885159015656, "loss_mape": 3.9246273040771484}}, "32": {"train": {"loss_reduced": 0.10259270668029785, "pred": 0.4351884126663208, "loss_l2": 0.12105482071638107, "loss_mape": 3.3913650512695312}}, "33": {"train": {"loss_reduced": 0.10157430171966553, "pred": 0.41904276609420776, "loss_l2": 0.1103915274143219, "loss_mape": 3.271026134490967}}, "34": {"train": {"loss_reduced": 0.09715700149536133, "pred": 0.40599265694618225, "loss_l2": 0.10441038757562637, "loss_mape": 3.325812339782715}}, "35": {"train": {"loss_reduced": 0.10098767280578613, "pred": 0.39309099316596985, "loss_l2": 0.09353169798851013, "loss_mape": 3.0283846855163574}, "valid": {"0": {"loss_reduced": 0.09916818141937256, "pred": 0.3878325819969177, "valid_loss_l2": 0.08332713693380356, "valid_loss_mape": 2.9108569622039795}}}, "36": {"train": {"loss_reduced": 0.09814000129699707, "pred": 0.38083791732788086, "loss_l2": 0.08787989616394043, "loss_mape": 3.0206382274627686}}, "37": {"train": {"loss_reduced": 0.09969520568847656, "pred": 0.3625434637069702, "loss_l2": 0.07619917392730713, "loss_mape": 2.7688591480255127}}, "38": {"train": {"loss_reduced": 0.09638547897338867, "pred": 0.35147708654403687, "loss_l2": 0.07174669206142426, "loss_mape": 2.7790050506591797}}, "39": {"train": {"loss_reduced": 0.0993659496307373, "pred": 0.3428303897380829, "loss_l2": 0.06547056138515472, "loss_mape": 2.5750486850738525}}, "40": {"train": {"loss_reduced": 0.1048126220703125, "pred": 0.32248568534851074, "loss_l2": 0.05265330150723457, "loss_mape": 2.189269542694092}, "valid": {"0": {"loss_reduced": 0.10120010375976562, "pred": 0.32705509662628174, "valid_loss_l2": 0.05101047828793526, "valid_loss_mape": 2.23176646232605}}}, "41": {"train": {"loss_reduced": 0.10446202754974365, "pred": 0.31846189498901367, "loss_l2": 0.0510302409529686, "loss_mape": 2.162496328353882}}, "42": {"train": {"loss_reduced": 0.09415626525878906, "pred": 0.30496883392333984, "loss_l2": 0.04937966540455818, "loss_mape": 2.360069751739502}}, "43": {"train": {"loss_reduced": 0.10043740272521973, "pred": 0.2953895926475525, "loss_l2": 0.04239600524306297, "loss_mape": 2.0500619411468506}}, "44": {"train": {"loss_reduced": 0.100974440574646, "pred": 0.2837662100791931, "loss_l2": 0.037326399236917496, "loss_mape": 1.913359522819519}}, "45": {"train": {"loss_reduced": 0.09508419036865234, "pred": 0.2636805772781372, "loss_l2": 0.03184967488050461, "loss_mape": 1.8769131898880005}, "valid": {"0": {"loss_reduced": 0.09586548805236816, "pred": 0.27510032057762146, "valid_loss_l2": 0.03212512657046318, "valid_loss_mape": 1.8696491718292236}}}, "46": {"train": {"loss_reduced": 0.09894275665283203, "pred": 0.2659076452255249, "loss_l2": 0.03134366124868393, "loss_mape": 1.7893316745758057}}, "47": {"train": {"loss_reduced": 0.09793710708618164, "pred": 0.25157299637794495, "loss_l2": 0.026626553386449814, "loss_mape": 1.6661350727081299}}, "48": {"train": {"loss_reduced": 0.10317122936248779, "pred": 0.24476322531700134, "loss_l2": 0.02275376208126545, "loss_mape": 1.4620693922042847}}, "49": {"train": {"loss_reduced": 0.1011347770690918, "pred": 0.23565959930419922, "loss_l2": 0.020545251667499542, "loss_mape": 1.417278528213501}}, "50": {"train": {"loss_reduced": 0.09439301490783691, "pred": 0.23227424919605255, "loss_l2": 0.021461501717567444, "loss_mape": 1.5519945621490479}, "valid": {"0": {"loss_reduced": 0.0940558910369873, "pred": 0.2249051332473755, "valid_loss_l2": 0.01712152361869812, "valid_loss_mape": 1.391185998916626}}}, "51": {"train": {"loss_reduced": 0.09377551078796387, "pred": 0.2180010974407196, "loss_l2": 0.01760624349117279, "loss_mape": 1.414959192276001}}, "52": {"train": {"loss_reduced": 0.10206484794616699, "pred": 0.21183377504348755, "loss_l2": 0.013899865560233593, "loss_mape": 1.1551252603530884}}, "53": {"train": {"loss_reduced": 0.10033321380615234, "pred": 0.20339450240135193, "loss_l2": 0.012287016957998276, "loss_mape": 1.1047868728637695}}, "54": {"train": {"loss_reduced": 0.09493231773376465, "pred": 0.197203129529953, "loss_l2": 0.012038384564220905, "loss_mape": 1.1557663679122925}}, "55": {"train": {"loss_reduced": 0.10144925117492676, "pred": 0.1880991905927658, "loss_l2": 0.008777686394751072, "loss_mape": 0.9235091209411621}, "valid": {"0": {"loss_reduced": 0.10899901390075684, "pred": 0.1873086541891098, "valid_loss_l2": 0.0061323996633291245, "valid_loss_mape": 0.7184435725212097}}}, "56": {"train": {"loss_reduced": 0.09929370880126953, "pred": 0.17916037142276764, "loss_l2": 0.007561650592833757, "loss_mape": 0.875762939453125}}, "57": {"train": {"loss_reduced": 0.09691071510314941, "pred": 0.1769191175699234, "loss_l2": 0.00755502562969923, "loss_mape": 0.8969044089317322}}, "58": {"train": {"loss_reduced": 0.09936439990997314, "pred": 0.16924872994422913, "loss_l2": 0.005840714555233717, "loss_mape": 0.7691342830657959}}, "59": {"train": {"loss_reduced": 0.10038542747497559, "pred": 0.160817489027977, "loss_l2": 0.0044365557841956615, "loss_mape": 0.6635173559188843}}, "60": {"train": {"loss_reduced": 0.092978835105896, "pred": 0.15442438423633575, "loss_l2": 0.004534860607236624, "loss_mape": 0.7242656350135803}, "valid": {"0": {"loss_reduced": 0.10591244697570801, "pred": 0.1601647436618805, "valid_loss_l2": 0.002943311585113406, "valid_loss_mape": 0.5122371912002563}}}, "61": {"train": {"loss_reduced": 0.09921467304229736, "pred": 0.1483856737613678, "loss_l2": 0.003041353542357683, "loss_mape": 0.5558499097824097}}, "62": {"train": {"loss_reduced": 0.10257613658905029, "pred": 0.14545892179012299, "loss_l2": 0.0023640841245651245, "loss_mape": 0.47400739789009094}}, "63": {"train": {"loss_reduced": 0.09788668155670166, "pred": 0.1371135413646698, "loss_l2": 0.0019887913949787617, "loss_mape": 0.45558667182922363}}, "64": {"train": {"loss_reduced": 0.09900915622711182, "pred": 0.13582080602645874, "loss_l2": 0.001770632341504097, "loss_mape": 0.4249999225139618}}, "65": {"train": {"loss_reduced": 0.10461032390594482, "pred": 0.13161012530326843, "loss_l2": 0.0010229668114334345, "loss_mape": 0.3057428002357483}, "valid": {"0": {"loss_reduced": 0.09091997146606445, "pred": 0.12975341081619263, "valid_loss_l2": 0.0015080360462889075, "valid_loss_mape": 0.427116721868515}}}, "66": {"train": {"loss_reduced": 0.1132955551147461, "pred": 0.12251399457454681, "loss_l2": 0.00020298380695749074, "loss_mape": 0.12575285136699677}}, "67": {"train": {"loss_reduced": 0.09528160095214844, "pred": 0.1190846636891365, "loss_l2": 0.0008121365099214017, "loss_mape": 0.29909247159957886}}, "68": {"train": {"loss_reduced": 0.09509360790252686, "pred": 0.11675065755844116, "loss_l2": 0.000689903215970844, "loss_mape": 0.2762121260166168}}, "69": {"train": {"loss_reduced": 0.0929574966430664, "pred": 0.1088542491197586, "loss_l2": 0.0004094097821507603, "loss_mape": 0.2176680564880371}}, "70": {"train": {"loss_reduced": 0.0880746841430664, "pred": 0.10811863839626312, "loss_l2": 0.0005944417207501829, "loss_mape": 0.27682387828826904}, "valid": {"0": {"loss_reduced": 0.10849463939666748, "pred": 0.10767104476690292, "valid_loss_l2": 6.783081403227698e-07, "valid_loss_mape": 0.007591108791530132}}}, "71": {"train": {"loss_reduced": 0.09517645835876465, "pred": 0.10394155979156494, "loss_l2": 0.0001703751622699201, "loss_mape": 0.13714298605918884}}, "72": {"train": {"loss_reduced": 0.10284566879272461, "pred": 0.09856698662042618, "loss_l2": 4.263067694409983e-06, "loss_mape": 0.020075904205441475}}, "73": {"train": {"loss_reduced": 0.09853672981262207, "pred": 0.09641043841838837, "loss_l2": 3.026167973985139e-07, "loss_mape": 0.005582752637565136}}, "74": {"train": {"loss_reduced": 0.09929728507995605, "pred": 0.09746299684047699, "loss_l2": 4.3239290903329675e-07, "loss_mape": 0.006622193846851587}}, "75": {"train": {"loss_reduced": 0.09986603260040283, "pred": 0.09902796149253845, "loss_l2": 3.880638033137984e-08, "loss_mape": 0.0019725761376321316}, "valid": {"0": {"loss_reduced": 0.10054802894592285, "pred": 0.09507402777671814, "valid_loss_l2": 2.9964689019834623e-05, "valid_loss_mape": 0.0544416569173336}}}, "76": {"train": {"loss_reduced": 0.09496557712554932, "pred": 0.09834130853414536, "loss_l2": 2.594692887214478e-07, "loss_mape": 0.00536385178565979}}, "77": {"train": {"loss_reduced": 0.10441720485687256, "pred": 0.10292956978082657, "loss_l2": 2.3181042706710286e-05, "loss_mape": 0.04610992595553398}}, "78": {"train": {"loss_reduced": 0.10326159000396729, "pred": 0.1066393107175827, "loss_l2": 4.779705250257393e-06, "loss_mape": 0.021171992644667625}}, "79": {"train": {"loss_reduced": 0.09878432750701904, "pred": 0.10390208661556244, "loss_l2": 4.125565101276152e-05, "loss_mape": 0.06502100080251694}}, "80": {"train": {"loss_reduced": 0.10025882720947266, "pred": 0.09860256314277649, "loss_l2": 7.418796599267807e-07, "loss_mape": 0.008591007441282272}, "valid": {"0": {"loss_reduced": 0.08881878852844238, "pred": 0.10285039991140366, "valid_loss_l2": 0.00019688611791934818, "valid_loss_mape": 0.15798021852970123}}}, "81": {"train": {"loss_reduced": 0.0961078405380249, "pred": 0.09973357617855072, "loss_l2": 6.0092483181506395e-05, "loss_mape": 0.08065871149301529}}, "82": {"train": {"loss_reduced": 0.09736275672912598, "pred": 0.09438838064670563, "loss_l2": 3.6084415455661656e-07, "loss_mape": 0.006169741507619619}}, "83": {"train": {"loss_reduced": 0.09927618503570557, "pred": 0.09465615451335907, "loss_l2": 1.698268715699669e-05, "loss_mape": 0.04151051491498947}}, "84": {"train": {"loss_reduced": 0.10194456577301025, "pred": 0.09624998271465302, "loss_l2": 4.458523835637607e-05, "loss_mape": 0.06549851596355438}}, "85": {"train": {"loss_reduced": 0.09927642345428467, "pred": 0.10020120441913605, "loss_l2": 1.3898178607973932e-08, "loss_mape": 0.0011874978663399816}, "valid": {"0": {"loss_reduced": 0.10341036319732666, "pred": 0.0959198847413063, "valid_loss_l2": 5.610726657323539e-05, "valid_loss_mape": 0.07243450731039047}}}, "86": {"train": {"loss_reduced": 0.09473109245300293, "pred": 0.09220529347658157, "loss_l2": 1.718380303827871e-06, "loss_mape": 0.013837801292538643}}, "87": {"train": {"loss_reduced": 0.09320354461669922, "pred": 0.09051931649446487, "loss_l2": 9.964755918190349e-07, "loss_mape": 0.010710282251238823}}, "88": {"train": {"loss_reduced": 0.10580623149871826, "pred": 0.09107350558042526, "loss_l2": 0.00028266929439269006, "loss_mape": 0.15890152752399445}}, "89": {"train": {"loss_reduced": 0.10366785526275635, "pred": 0.0936288833618164, "loss_l2": 0.00016192722250707448, "loss_mape": 0.12274838984012604}}, "90": {"train": {"loss_reduced": 0.09506165981292725, "pred": 0.09769847244024277, "loss_l2": 1.1616799611147144e-07, "loss_mape": 0.0035854019224643707}, "valid": {"0": {"loss_reduced": 0.1012493371963501, "pred": 0.09842993319034576, "valid_loss_l2": 7.949039172672201e-06, "valid_loss_mape": 0.02784614823758602}}}, "91": {"train": {"loss_reduced": 0.09712398052215576, "pred": 0.09944181889295578, "loss_l2": 2.669815557965194e-06, "loss_mape": 0.016823414713144302}}, "92": {"train": {"loss_reduced": 0.09976577758789062, "pred": 0.10224270075559616, "loss_l2": 4.0311903148904094e-08, "loss_mape": 0.002012496115639806}}, "93": {"train": {"loss_reduced": 0.09394049644470215, "pred": 0.10108084976673126, "loss_l2": 8.942314889281988e-05, "loss_mape": 0.10066352039575577}}, "94": {"train": {"loss_reduced": 0.10230457782745361, "pred": 0.09994817525148392, "loss_l2": 4.837779670197051e-07, "loss_mape": 0.006798733025789261}}, "95": {"train": {"loss_reduced": 0.10156643390655518, "pred": 0.09768560528755188, "loss_l2": 1.0867613127629738e-05, "loss_mape": 0.032457634806632996}, "valid": {"0": {"loss_reduced": 0.10474801063537598, "pred": 0.09970057010650635, "valid_loss_l2": 2.5476656446699053e-05, "valid_loss_mape": 0.04818650335073471}}}, "96": {"train": {"loss_reduced": 0.10352039337158203, "pred": 0.10158774256706238, "loss_l2": 3.543908314895816e-05, "loss_mape": 0.05750628933310509}}, "97": {"train": {"loss_reduced": 0.10242187976837158, "pred": 0.1048843041062355, "loss_l2": 3.9662620565650286e-07, "loss_mape": 0.006148907821625471}}, "98": {"train": {"loss_reduced": 0.09079456329345703, "pred": 0.10471057146787643, "loss_l2": 0.0002449664752930403, "loss_mape": 0.17238262295722961}}, "99": {"train": {"loss_reduced": 0.10151898860931396, "pred": 0.10159961879253387, "loss_l2": 2.807355031109182e-06, "loss_mape": 0.01650446280837059}}, "100": {"train": {"loss_reduced": 0.09601747989654541, "pred": 0.1023947149515152, "loss_l2": 7.419656321872026e-05, "loss_mape": 0.08971015363931656}, "valid": {"0": {"loss_reduced": 0.09874367713928223, "pred": 0.09969183802604675, "valid_loss_l2": 8.990090805127693e-07, "valid_loss_mape": 0.009602244012057781}}}, "101": {"train": {"loss_reduced": 0.0975569486618042, "pred": 0.09651319682598114, "loss_l2": 8.566531505493913e-06, "loss_mape": 0.03000159189105034}}, "102": {"train": {"loss_reduced": 0.10316634178161621, "pred": 0.09820058196783066, "loss_l2": 4.2729418055387214e-05, "loss_mape": 0.0633615031838417}}, "103": {"train": {"loss_reduced": 0.09881436824798584, "pred": 0.09734174609184265, "loss_l2": 1.3338348253455479e-05, "loss_mape": 0.03695991262793541}}, "104": {"train": {"loss_reduced": 0.09974884986877441, "pred": 0.10193556547164917, "loss_l2": 2.6808643838194257e-07, "loss_mape": 0.005190743133425713}}, "105": {"train": {"loss_reduced": 0.10202014446258545, "pred": 0.10472507774829865, "loss_l2": 3.4468907870177645e-06, "loss_mape": 0.018198173493146896}, "valid": {"0": {"loss_reduced": 0.09178423881530762, "pred": 0.10284826904535294, "valid_loss_l2": 0.00012241276272106916, "valid_loss_mape": 0.12054390460252762}}}, "106": {"train": {"loss_reduced": 0.09320414066314697, "pred": 0.09890316426753998, "loss_l2": 9.531083196634427e-05, "loss_mape": 0.10474563390016556}}, "107": {"train": {"loss_reduced": 0.09613823890686035, "pred": 0.0961141511797905, "loss_l2": 1.1862477549584582e-05, "loss_mape": 0.035825442522764206}}, "108": {"train": {"loss_reduced": 0.09838747978210449, "pred": 0.09269313514232635, "loss_l2": 1.7663198377704248e-05, "loss_mape": 0.04271641746163368}}, "109": {"train": {"loss_reduced": 0.10351288318634033, "pred": 0.09322124719619751, "loss_l2": 0.00011819955398095772, "loss_mape": 0.10503003746271133}}, "110": {"train": {"loss_reduced": 0.1065983772277832, "pred": 0.09506657719612122, "loss_l2": 0.00017532527272123843, "loss_mape": 0.12421432137489319}, "valid": {"0": {"loss_reduced": 0.10455715656280518, "pred": 0.09556236863136292, "valid_loss_l2": 8.090621122391894e-05, "valid_loss_mape": 0.08602747321128845}}}, "111": {"train": {"loss_reduced": 0.09517955780029297, "pred": 0.09200266003608704, "loss_l2": 2.9733644169027684e-07, "loss_mape": 0.005729020573198795}}, "112": {"train": {"loss_reduced": 0.10441410541534424, "pred": 0.0945475623011589, "loss_l2": 0.00015810066543053836, "loss_mape": 0.12042250484228134}}, "113": {"train": {"loss_reduced": 0.09594786167144775, "pred": 0.09787134826183319, "loss_l2": 6.209670999623995e-08, "loss_mape": 0.002597161801531911}}, "114": {"train": {"loss_reduced": 0.10023808479309082, "pred": 0.0994729995727539, "loss_l2": 9.699130714579951e-06, "loss_mape": 0.031069455668330193}}, "115": {"train": {"loss_reduced": 0.08720862865447998, "pred": 0.09941472113132477, "loss_l2": 0.00015453557716682553, "loss_mape": 0.1425459235906601}, "valid": {"0": {"loss_reduced": 0.1109321117401123, "pred": 0.09577646106481552, "valid_loss_l2": 0.0002296937454957515, "valid_loss_mape": 0.13662095367908478}}}, "116": {"train": {"loss_reduced": 0.09742927551269531, "pred": 0.09505032002925873, "loss_l2": 2.2781930510973325e-06, "loss_mape": 0.015491939149796963}}, "117": {"train": {"loss_reduced": 0.10621130466461182, "pred": 0.0975966602563858, "loss_l2": 0.00012383157445583493, "loss_mape": 0.1047719344496727}}, "118": {"train": {"loss_reduced": 0.09892058372497559, "pred": 0.09850390255451202, "loss_l2": 8.65516449266579e-06, "loss_mape": 0.02974068559706211}}, "119": {"train": {"loss_reduced": 0.10313749313354492, "pred": 0.10343910753726959, "loss_l2": 5.183481789572397e-06, "loss_mape": 0.02207466959953308}}, "120": {"train": {"loss_reduced": 0.08636939525604248, "pred": 0.10253250598907471, "loss_l2": 0.00028387989732436836, "loss_mape": 0.19507761299610138}, "valid": {"0": {"loss_reduced": 0.09129583835601807, "pred": 0.10302691161632538, "valid_loss_l2": 0.0001376180734951049, "valid_loss_mape": 0.12849515676498413}}}, "121": {"train": {"loss_reduced": 0.09827375411987305, "pred": 0.09752784669399261, "loss_l2": 1.0424273568787612e-05, "loss_mape": 0.032853782176971436}}, "122": {"train": {"loss_reduced": 0.09851133823394775, "pred": 0.09641619026660919, "loss_l2": 2.088657765852986e-06, "loss_mape": 0.014670584350824356}}, "123": {"train": {"loss_reduced": 0.1001209020614624, "pred": 0.09454581141471863, "loss_l2": 3.995784209109843e-05, "loss_mape": 0.06313588470220566}}, "124": {"train": {"loss_reduced": 0.09697532653808594, "pred": 0.09689560532569885, "loss_l2": 9.224725658896205e-07, "loss_mape": 0.009904110804200172}}, "125": {"train": {"loss_reduced": 0.09657835960388184, "pred": 0.09473684430122375, "loss_l2": 1.155588233814342e-05, "loss_mape": 0.03519830480217934}, "valid": {"0": {"loss_reduced": 0.10724854469299316, "pred": 0.0978337824344635, "valid_loss_l2": 8.863774564815685e-05, "valid_loss_mape": 0.08778452128171921}}}, "126": {"train": {"loss_reduced": 0.10188817977905273, "pred": 0.10110487043857574, "loss_l2": 2.2270967747317627e-05, "loss_mape": 0.04631756618618965}}, "127": {"train": {"loss_reduced": 0.09943020343780518, "pred": 0.10247305035591125, "loss_l2": 2.0059569578734227e-06, "loss_mape": 0.014244345016777515}}, "128": {"train": {"loss_reduced": 0.09991145133972168, "pred": 0.10430740565061569, "loss_l2": 3.147465395159088e-05, "loss_mape": 0.05615199729800224}}, "129": {"train": {"loss_reduced": 0.0974118709564209, "pred": 0.09914781153202057, "loss_l2": 1.289593092224095e-05, "loss_mape": 0.03686501830816269}}, "130": {"train": {"loss_reduced": 0.09324419498443604, "pred": 0.09723369777202606, "loss_l2": 4.244459341862239e-05, "loss_mape": 0.06986977905035019}, "valid": {"0": {"loss_reduced": 0.10019373893737793, "pred": 0.09856511652469635, "valid_loss_l2": 2.6524110126047162e-06, "valid_loss_mape": 0.016254732385277748}}}, "131": {"train": {"loss_reduced": 0.0950859785079956, "pred": 0.09608729183673859, "loss_l2": 2.3881746528786607e-05, "loss_mape": 0.05139448866248131}}, "132": {"train": {"loss_reduced": 0.09795808792114258, "pred": 0.09358511120080948, "loss_l2": 1.82885087269824e-05, "loss_mape": 0.043656494468450546}}, "133": {"train": {"loss_reduced": 0.09738743305206299, "pred": 0.09461070597171783, "loss_l2": 1.531063753645867e-05, "loss_mape": 0.04017850011587143}}, "134": {"train": {"loss_reduced": 0.10359323024749756, "pred": 0.09793606400489807, "loss_l2": 6.306149589363486e-05, "loss_mape": 0.07665681093931198}}, "135": {"train": {"loss_reduced": 0.1004873514175415, "pred": 0.09774012118577957, "loss_l2": 2.9205260943854228e-05, "loss_mape": 0.05377979576587677}, "valid": {"0": {"loss_reduced": 0.10379636287689209, "pred": 0.09713742136955261, "valid_loss_l2": 4.4341501052258536e-05, "valid_loss_mape": 0.06415390223264694}}}, "136": {"train": {"loss_reduced": 0.10177421569824219, "pred": 0.10196162015199661, "loss_l2": 1.4213302165444475e-05, "loss_mape": 0.03704330697655678}}, "137": {"train": {"loss_reduced": 0.09946990013122559, "pred": 0.10268718749284744, "loss_l2": 1.097333642974263e-05, "loss_mape": 0.033302564173936844}}, "138": {"train": {"loss_reduced": 0.10124731063842773, "pred": 0.10363751649856567, "loss_l2": 1.700645952951163e-05, "loss_mape": 0.04073084890842438}}, "139": {"train": {"loss_reduced": 0.1002422571182251, "pred": 0.10057713091373444, "loss_l2": 6.077264515624847e-06, "loss_mape": 0.024592531844973564}}, "140": {"train": {"loss_reduced": 0.08980989456176758, "pred": 0.09968435764312744, "loss_l2": 0.00015971082029864192, "loss_mape": 0.1407158374786377}, "valid": {"0": {"loss_reduced": 0.09458792209625244, "pred": 0.09731641411781311, "valid_loss_l2": 7.444668881362304e-06, "valid_loss_mape": 0.028846092522144318}}}, "141": {"train": {"loss_reduced": 0.10004246234893799, "pred": 0.0967414528131485, "loss_l2": 2.3029623719139636e-07, "loss_mape": 0.004796882160007954}}, "142": {"train": {"loss_reduced": 0.1011967658996582, "pred": 0.09633219242095947, "loss_l2": 5.6345823395531625e-05, "loss_mape": 0.07417614012956619}}, "143": {"train": {"loss_reduced": 0.09610331058502197, "pred": 0.09761017560958862, "loss_l2": 6.762111297575757e-07, "loss_mape": 0.00855663139373064}}, "144": {"train": {"loss_reduced": 0.09580028057098389, "pred": 0.09889280796051025, "loss_l2": 3.182219415975851e-06, "loss_mape": 0.018620796501636505}}, "145": {"train": {"loss_reduced": 0.1095207929611206, "pred": 0.10132892429828644, "loss_l2": 0.00011272248957538977, "loss_mape": 0.0969412699341774}, "valid": {"0": {"loss_reduced": 0.09830474853515625, "pred": 0.10063765197992325, "valid_loss_l2": 5.442438578029396e-06, "valid_loss_mape": 0.02373133972287178}}}, "146": {"train": {"loss_reduced": 0.09867405891418457, "pred": 0.09977145493030548, "loss_l2": 2.6099949536728673e-05, "loss_mape": 0.051774609833955765}}, "147": {"train": {"loss_reduced": 0.09694850444793701, "pred": 0.09498577564954758, "loss_l2": 1.2881383781859768e-06, "loss_mape": 0.011706852354109287}}, "148": {"train": {"loss_reduced": 0.09702122211456299, "pred": 0.09356635063886642, "loss_l2": 4.779705250257393e-06, "loss_mape": 0.02253376692533493}}, "149": {"train": {"loss_reduced": 0.10749220848083496, "pred": 0.09473578631877899, "loss_l2": 0.0002057545934803784, "loss_mape": 0.13344360888004303}}, "150": {"train": {"loss_reduced": 0.10136270523071289, "pred": 0.0990835428237915, "loss_l2": 1.7328435205854475e-05, "loss_mape": 0.041067805141210556}, "valid": {"0": {"loss_reduced": 0.09057366847991943, "pred": 0.09700439870357513, "valid_loss_l2": 4.1354291170137e-05, "valid_loss_mape": 0.07099999487400055}}}, "151": {"train": {"loss_reduced": 0.101706862449646, "pred": 0.10081847012042999, "loss_l2": 2.2868011001264676e-05, "loss_mape": 0.04701797664165497}}, "152": {"train": {"loss_reduced": 0.10497713088989258, "pred": 0.10562323778867722, "loss_l2": 1.1083689059887547e-05, "loss_mape": 0.03171373903751373}}, "153": {"train": {"loss_reduced": 0.09836912155151367, "pred": 0.10486231744289398, "loss_l2": 4.268306656740606e-05, "loss_mape": 0.06641543656587601}}, "154": {"train": {"loss_reduced": 0.09455323219299316, "pred": 0.10493946075439453, "loss_l2": 0.00015285745030269027, "loss_mape": 0.13075760006904602}}, "155": {"train": {"loss_reduced": 0.09242689609527588, "pred": 0.10151933878660202, "loss_l2": 0.00013664751895703375, "loss_mape": 0.12647436559200287}, "valid": {"0": {"loss_reduced": 0.09887921810150146, "pred": 0.09795819967985153, "valid_loss_l2": 8.482749080940266e-07, "valid_loss_mape": 0.009314579889178276}}}, "156": {"train": {"loss_reduced": 0.09952974319458008, "pred": 0.09834592044353485, "loss_l2": 7.518563506891951e-06, "loss_mape": 0.02754955366253853}}, "157": {"train": {"loss_reduced": 0.10362792015075684, "pred": 0.09825572371482849, "loss_l2": 5.019293894292787e-05, "loss_mape": 0.06836668401956558}}, "158": {"train": {"loss_reduced": 0.09420514106750488, "pred": 0.09884665906429291, "loss_l2": 2.425384082016535e-05, "loss_mape": 0.05227760225534439}}, "159": {"train": {"loss_reduced": 0.10187673568725586, "pred": 0.098161481320858, "loss_l2": 2.0704082999145612e-05, "loss_mape": 0.04466352239251137}}, "160": {"train": {"loss_reduced": 0.09346580505371094, "pred": 0.09859231114387512, "loss_l2": 3.1007410143502057e-05, "loss_mape": 0.05957718938589096}, "valid": {"0": {"loss_reduced": 0.09879124164581299, "pred": 0.0974779948592186, "valid_loss_l2": 1.724617163745279e-06, "valid_loss_mape": 0.013293149881064892}}}, "161": {"train": {"loss_reduced": 0.09802663326263428, "pred": 0.10092825442552567, "loss_l2": 9.43138900311169e-07, "loss_mape": 0.00990703608840704}}, "162": {"train": {"loss_reduced": 0.10252130031585693, "pred": 0.10479210317134857, "loss_l2": 2.261938369940708e-08, "loss_mape": 0.0014669870724901557}}, "163": {"train": {"loss_reduced": 0.09547972679138184, "pred": 0.10243534296751022, "loss_l2": 8.719237666809931e-05, "loss_mape": 0.09779758006334305}}, "164": {"train": {"loss_reduced": 0.10536527633666992, "pred": 0.10208877176046371, "loss_l2": 3.4297595448151696e-06, "loss_mape": 0.01757657900452614}}, "165": {"train": {"loss_reduced": 0.09531199932098389, "pred": 0.09967740625143051, "loss_l2": 4.296839688322507e-05, "loss_mape": 0.06877443194389343}, "valid": {"0": {"loss_reduced": 0.09288966655731201, "pred": 0.09875966608524323, "valid_loss_l2": 3.445689435466193e-05, "valid_loss_mape": 0.06319324672222137}}}, "166": {"train": {"loss_reduced": 0.10513389110565186, "pred": 0.10154739767313004, "loss_l2": 5.607668936136179e-05, "loss_mape": 0.07122762501239777}}, "167": {"train": {"loss_reduced": 0.09263110160827637, "pred": 0.10154363512992859, "loss_l2": 9.504944318905473e-05, "loss_mape": 0.10524899512529373}}, "168": {"train": {"loss_reduced": 0.10563826560974121, "pred": 0.10123805701732635, "loss_l2": 2.2842294129077345e-05, "loss_mape": 0.045242708176374435}}, "169": {"train": {"loss_reduced": 0.0949026346206665, "pred": 0.10183458030223846, "loss_l2": 6.219710485311225e-05, "loss_mape": 0.08310110867023468}}, "170": {"train": {"loss_reduced": 0.0874030590057373, "pred": 0.10138237476348877, "loss_l2": 0.00025955188903026283, "loss_mape": 0.18432551622390747}, "valid": {"0": {"loss_reduced": 0.10560214519500732, "pred": 0.10219825804233551, "valid_loss_l2": 1.1586447726585902e-05, "valid_loss_mape": 0.03223312646150589}}}, "171": {"train": {"loss_reduced": 0.09878277778625488, "pred": 0.10121366381645203, "loss_l2": 2.0977124677301617e-06, "loss_mape": 0.014661950059235096}}, "172": {"train": {"loss_reduced": 0.1071014404296875, "pred": 0.10807633399963379, "loss_l2": 8.505233381583821e-06, "loss_mape": 0.02723000943660736}}, "173": {"train": {"loss_reduced": 0.09776341915130615, "pred": 0.10529114305973053, "loss_l2": 8.125534077407792e-05, "loss_mape": 0.09220395982265472}}, "174": {"train": {"loss_reduced": 0.09604477882385254, "pred": 0.1041765809059143, "loss_l2": 0.00011433990584919229, "loss_mape": 0.11133331805467606}}, "175": {"train": {"loss_reduced": 0.08920431137084961, "pred": 0.09973150491714478, "loss_l2": 0.00018160055333282799, "loss_mape": 0.1510680913925171}, "valid": {"0": {"loss_reduced": 0.10130584239959717, "pred": 0.09999851137399673, "valid_loss_l2": 1.7091143718062085e-06, "valid_loss_mape": 0.012904793955385685}}}, "176": {"train": {"loss_reduced": 0.09793758392333984, "pred": 0.09624798595905304, "loss_l2": 4.645913122658385e-06, "loss_mape": 0.02200828306376934}}, "177": {"train": {"loss_reduced": 0.0992058515548706, "pred": 0.0963737741112709, "loss_l2": 1.6593468899372965e-05, "loss_mape": 0.0410611666738987}}, "178": {"train": {"loss_reduced": 0.09926211833953857, "pred": 0.09939562529325485, "loss_l2": 2.475067731211311e-06, "loss_mape": 0.015849297866225243}}, "179": {"train": {"loss_reduced": 0.1041640043258667, "pred": 0.10198661684989929, "loss_l2": 2.2799084035796113e-05, "loss_mape": 0.04583962261676788}}, "180": {"train": {"loss_reduced": 0.09351325035095215, "pred": 0.10392159223556519, "loss_l2": 0.00012559817696455866, "loss_mape": 0.11984460800886154}, "valid": {"0": {"loss_reduced": 0.09602928161621094, "pred": 0.10049191117286682, "valid_loss_l2": 1.991506178455893e-05, "valid_loss_mape": 0.046471551060676575}}}, "181": {"train": {"loss_reduced": 0.09890472888946533, "pred": 0.09839896857738495, "loss_l2": 1.1333323527651373e-05, "loss_mape": 0.03403780609369278}}, "182": {"train": {"loss_reduced": 0.10306823253631592, "pred": 0.09761928021907806, "loss_l2": 4.6334938815562055e-05, "loss_mape": 0.06604340672492981}}, "183": {"train": {"loss_reduced": 0.09951066970825195, "pred": 0.09928172081708908, "loss_l2": 3.3261298995057587e-06, "loss_mape": 0.018327360972762108}}, "184": {"train": {"loss_reduced": 0.09317910671234131, "pred": 0.09932864457368851, "loss_l2": 4.433495269040577e-05, "loss_mape": 0.0714586153626442}}, "185": {"train": {"loss_reduced": 0.09707295894622803, "pred": 0.10160445421934128, "loss_l2": 3.6455498047871515e-05, "loss_mape": 0.062198977917432785}, "valid": {"0": {"loss_reduced": 0.10524988174438477, "pred": 0.09799327701330185, "valid_loss_l2": 5.265831350698136e-05, "valid_loss_mape": 0.06894644349813461}}}, "186": {"train": {"loss_reduced": 0.09507203102111816, "pred": 0.09397631883621216, "loss_l2": 7.039530373731395e-06, "loss_mape": 0.02790738083422184}}, "187": {"train": {"loss_reduced": 0.09724998474121094, "pred": 0.09477690607309341, "loss_l2": 7.118228040781105e-06, "loss_mape": 0.0274344589561224}}, "188": {"train": {"loss_reduced": 0.10045337677001953, "pred": 0.09774735569953918, "loss_l2": 2.1525433112401515e-05, "loss_mape": 0.046186111867427826}}, "189": {"train": {"loss_reduced": 0.10219168663024902, "pred": 0.09747486561536789, "loss_l2": 5.47750860278029e-05, "loss_mape": 0.07242290675640106}}, "190": {"train": {"loss_reduced": 0.10132086277008057, "pred": 0.10199718177318573, "loss_l2": 4.491159870667616e-06, "loss_mape": 0.020916083827614784}, "valid": {"0": {"loss_reduced": 0.10119485855102539, "pred": 0.10494431853294373, "valid_loss_l2": 1.4058449778531212e-05, "valid_loss_mape": 0.03705188259482384}}}, "191": {"train": {"loss_reduced": 0.09518671035766602, "pred": 0.09691692888736725, "loss_l2": 3.1164599931798875e-05, "loss_mape": 0.05864816904067993}}, "192": {"train": {"loss_reduced": 0.10131990909576416, "pred": 0.09766949713230133, "loss_l2": 6.424527327908436e-06, "loss_mape": 0.025016456842422485}}, "193": {"train": {"loss_reduced": 0.10240089893341064, "pred": 0.0993894562125206, "loss_l2": 1.1991956853307784e-05, "loss_mape": 0.03381748124957085}}, "194": {"train": {"loss_reduced": 0.09566545486450195, "pred": 0.09726161509752274, "loss_l2": 3.3260209875152213e-06, "loss_mape": 0.019063707441091537}}, "195": {"train": {"loss_reduced": 0.10650479793548584, "pred": 0.09803775697946548, "loss_l2": 0.00010074715100927278, "loss_mape": 0.09424258768558502}, "valid": {"0": {"loss_reduced": 0.09781122207641602, "pred": 0.09746921062469482, "valid_loss_l2": 1.1697183310843684e-07, "valid_loss_mape": 0.0034966482780873775}}}, "196": {"train": {"loss_reduced": 0.09671831130981445, "pred": 0.09379849582910538, "loss_l2": 5.687388693331741e-07, "loss_mape": 0.007797362748533487}}, "197": {"train": {"loss_reduced": 0.10141253471374512, "pred": 0.09779036045074463, "loss_l2": 3.724999260157347e-05, "loss_mape": 0.06018267199397087}}, "198": {"train": {"loss_reduced": 0.09951841831207275, "pred": 0.09999104589223862, "loss_l2": 4.629226623364957e-06, "loss_mape": 0.021619753912091255}}, "199": {"train": {"loss_reduced": 0.09664678573608398, "pred": 0.1007605493068695, "loss_l2": 1.0451329217175953e-05, "loss_mape": 0.0334501713514328}}, "200": {"train": {"loss_reduced": 0.10324275493621826, "pred": 0.10403075069189072, "loss_l2": 6.938472019157871e-11, "loss_mape": 8.068119495874271e-05}, "valid": {"0": {"loss_reduced": 0.10101544857025146, "pred": 0.10331088304519653, "valid_loss_l2": 5.26901931152679e-06, "valid_loss_mape": 0.022723598405718803}}}, "201": {"train": {"loss_reduced": 0.09834253787994385, "pred": 0.09947173297405243, "loss_l2": 2.553678677941207e-05, "loss_mape": 0.051385633647441864}}, "202": {"train": {"loss_reduced": 0.09665179252624512, "pred": 0.09462103247642517, "loss_l2": 7.595674560434418e-07, "loss_mape": 0.00901723187416792}}, "203": {"train": {"loss_reduced": 0.09366321563720703, "pred": 0.0932503342628479, "loss_l2": 6.869380740681663e-06, "loss_mape": 0.02798270806670189}}, "204": {"train": {"loss_reduced": 0.10400831699371338, "pred": 0.09112885594367981, "loss_l2": 0.0001894752203952521, "loss_mape": 0.13234518468379974}}, "205": {"train": {"loss_reduced": 0.10169589519500732, "pred": 0.09297451376914978, "loss_l2": 0.00010991446470143273, "loss_mape": 0.1030917689204216}, "valid": {"0": {"loss_reduced": 0.10560321807861328, "pred": 0.09578642249107361, "valid_loss_l2": 9.636947652325034e-05, "valid_loss_mape": 0.09295924752950668}}}, "206": {"train": {"loss_reduced": 0.09398555755615234, "pred": 0.09303106367588043, "loss_l2": 7.326986178668449e-06, "loss_mape": 0.02880060113966465}}, "207": {"train": {"loss_reduced": 0.10332608222961426, "pred": 0.09254743158817291, "loss_l2": 0.00016598244837950915, "loss_mape": 0.12468697875738144}}, "208": {"train": {"loss_reduced": 0.10658752918243408, "pred": 0.09629301726818085, "loss_l2": 0.00017261125321965665, "loss_mape": 0.1232616975903511}}, "209": {"train": {"loss_reduced": 0.0980600118637085, "pred": 0.09670524299144745, "loss_l2": 1.68527512869332e-05, "loss_mape": 0.041864264756441116}}, "210": {"train": {"loss_reduced": 0.09696662425994873, "pred": 0.10022342950105667, "loss_l2": 9.344760769636196e-07, "loss_mape": 0.009969234466552734}, "valid": {"0": {"loss_reduced": 0.09039151668548584, "pred": 0.10217807441949844, "valid_loss_l2": 0.00013892294373363256, "valid_loss_mape": 0.13039451837539673}}}, "211": {"train": {"loss_reduced": 0.09807860851287842, "pred": 0.09692997485399246, "loss_l2": 6.991931059019407e-06, "loss_mape": 0.02696027234196663}}, "212": {"train": {"loss_reduced": 0.09961998462677002, "pred": 0.09736143052577972, "loss_l2": 2.7799583222076762e-06, "loss_mape": 0.01673680916428566}}, "213": {"train": {"loss_reduced": 0.09707498550415039, "pred": 0.09632447361946106, "loss_l2": 1.0032700856754673e-06, "loss_mape": 0.010318144224584103}}, "214": {"train": {"loss_reduced": 0.10080420970916748, "pred": 0.09879083186388016, "loss_l2": 1.436183083569631e-05, "loss_mape": 0.037594664841890335}}, "215": {"train": {"loss_reduced": 0.10217642784118652, "pred": 0.10089370608329773, "loss_l2": 1.3979503819427919e-05, "loss_mape": 0.0365927591919899}, "valid": {"0": {"loss_reduced": 0.09925234317779541, "pred": 0.10149173438549042, "valid_loss_l2": 5.0148728405474685e-06, "valid_loss_mape": 0.022562602534890175}}}, "216": {"train": {"loss_reduced": 0.09630119800567627, "pred": 0.09850802272558212, "loss_l2": 3.6653429560828954e-05, "loss_mape": 0.0628674179315567}}, "217": {"train": {"loss_reduced": 0.10169196128845215, "pred": 0.09714195132255554, "loss_l2": 1.5713469110778533e-05, "loss_mape": 0.03898068144917488}}, "218": {"train": {"loss_reduced": 0.09932482242584229, "pred": 0.09562182426452637, "loss_l2": 2.048005990218371e-05, "loss_mape": 0.04556252807378769}}, "219": {"train": {"loss_reduced": 0.10166382789611816, "pred": 0.09796696156263351, "loss_l2": 2.9407414331217296e-05, "loss_mape": 0.0533410981297493}}, "220": {"train": {"loss_reduced": 0.10010623931884766, "pred": 0.10365600138902664, "loss_l2": 7.351611202466302e-06, "loss_mape": 0.027085080742836}, "valid": {"0": {"loss_reduced": 0.09395182132720947, "pred": 0.10014885663986206, "valid_loss_l2": 3.840324643533677e-05, "valid_loss_mape": 0.06595971435308456}}}, "221": {"train": {"loss_reduced": 0.10737645626068115, "pred": 0.1030898243188858, "loss_l2": 6.671009032288566e-05, "loss_mape": 0.0760653167963028}}, "222": {"train": {"loss_reduced": 0.10173571109771729, "pred": 0.10537651181221008, "loss_l2": 2.928680260083638e-06, "loss_mape": 0.016821416094899178}}, "223": {"train": {"loss_reduced": 0.09865963459014893, "pred": 0.10577594488859177, "loss_l2": 6.239963840926066e-05, "loss_mape": 0.08006662130355835}}, "224": {"train": {"loss_reduced": 0.09342730045318604, "pred": 0.10299447178840637, "loss_l2": 0.0001352450781268999, "loss_mape": 0.12447638064622879}}, "225": {"train": {"loss_reduced": 0.08891630172729492, "pred": 0.10245561599731445, "loss_l2": 0.0002646100183483213, "loss_mape": 0.18294550478458405}, "valid": {"0": {"loss_reduced": 0.09845447540283203, "pred": 0.10062684118747711, "valid_loss_l2": 4.719172920886194e-06, "valid_loss_mape": 0.02206467278301716}}}, "226": {"train": {"loss_reduced": 0.10095500946044922, "pred": 0.10257969051599503, "loss_l2": 4.867642019235063e-06, "loss_mape": 0.02185402624309063}}, "227": {"train": {"loss_reduced": 0.09490787982940674, "pred": 0.10201163589954376, "loss_l2": 8.812418673187494e-05, "loss_mape": 0.09891115874052048}}, "228": {"train": {"loss_reduced": 0.10254740715026855, "pred": 0.10179892182350159, "loss_l2": 1.6671795037837e-06, "loss_mape": 0.012591182254254818}}, "229": {"train": {"loss_reduced": 0.09774863719940186, "pred": 0.09695575386285782, "loss_l2": 1.1175145573361078e-06, "loss_mape": 0.010814735665917397}}, "230": {"train": {"loss_reduced": 0.09667205810546875, "pred": 0.09559978544712067, "loss_l2": 3.421433234507276e-07, "loss_mape": 0.0060506644658744335}, "valid": {"0": {"loss_reduced": 0.10250890254974365, "pred": 0.09952838718891144, "valid_loss_l2": 8.883472219167743e-06, "valid_loss_mape": 0.02907567285001278}}}, "231": {"train": {"loss_reduced": 0.1026918888092041, "pred": 0.10055948793888092, "loss_l2": 3.487011053948663e-05, "loss_mape": 0.057502999901771545}}, "232": {"train": {"loss_reduced": 0.09552085399627686, "pred": 0.10116100311279297, "loss_l2": 3.5878118069376796e-05, "loss_mape": 0.0627070888876915}}, "233": {"train": {"loss_reduced": 0.10020291805267334, "pred": 0.09844548255205154, "loss_l2": 4.595464361045742e-06, "loss_mape": 0.02139362320303917}}, "234": {"train": {"loss_reduced": 0.09980189800262451, "pred": 0.10058989375829697, "loss_l2": 4.242110378527286e-07, "loss_mape": 0.006526076700538397}}, "235": {"train": {"loss_reduced": 0.09327876567840576, "pred": 0.10135075449943542, "loss_l2": 9.208975097863004e-05, "loss_mape": 0.10287807881832123}, "valid": {"0": {"loss_reduced": 0.10103535652160645, "pred": 0.09727899730205536, "valid_loss_l2": 1.411023458786076e-05, "valid_loss_mape": 0.03717866167426109}}}, "236": {"train": {"loss_reduced": 0.10261857509613037, "pred": 0.10243383049964905, "loss_l2": 1.6267968021566048e-05, "loss_mape": 0.039304353296756744}}, "237": {"train": {"loss_reduced": 0.09529983997344971, "pred": 0.10075753927230835, "loss_l2": 4.381785402074456e-05, "loss_mape": 0.06945977360010147}}, "238": {"train": {"loss_reduced": 0.09974312782287598, "pred": 0.10009493678808212, "loss_l2": 3.1098018098418834e-06, "loss_mape": 0.01768004521727562}}, "239": {"train": {"loss_reduced": 0.09596765041351318, "pred": 0.0983293354511261, "loss_l2": 1.9301363863633014e-05, "loss_mape": 0.04577929899096489}}, "240": {"train": {"loss_reduced": 0.10005772113800049, "pred": 0.09757184982299805, "loss_l2": 1.1062643352488521e-06, "loss_mape": 0.010511842556297779}, "valid": {"0": {"loss_reduced": 0.10495340824127197, "pred": 0.09895466268062592, "valid_loss_l2": 3.5984947317047045e-05, "valid_loss_mape": 0.0571562722325325}}}, "241": {"train": {"loss_reduced": 0.09528934955596924, "pred": 0.09557347744703293, "loss_l2": 1.590899955772329e-05, "loss_mape": 0.04185786470770836}}, "242": {"train": {"loss_reduced": 0.09543263912200928, "pred": 0.09176827222108841, "loss_l2": 1.3184129784349352e-05, "loss_mape": 0.03804773464798927}}, "243": {"train": {"loss_reduced": 0.09919321537017822, "pred": 0.09392690658569336, "loss_l2": 4.934774187859148e-05, "loss_mape": 0.07081931084394455}}, "244": {"train": {"loss_reduced": 0.09995734691619873, "pred": 0.09710709750652313, "loss_l2": 2.7003889044863172e-05, "loss_mape": 0.05198743939399719}}, "245": {"train": {"loss_reduced": 0.11112916469573975, "pred": 0.098701111972332, "loss_l2": 0.00023233977844938636, "loss_mape": 0.1371619701385498}, "valid": {"0": {"loss_reduced": 0.10370266437530518, "pred": 0.10132293403148651, "valid_loss_l2": 5.663116553478176e-06, "valid_loss_mape": 0.022947629913687706}}}, "246": {"train": {"loss_reduced": 0.10339593887329102, "pred": 0.10566116124391556, "loss_l2": 2.639467538756435e-06, "loss_mape": 0.015712840482592583}}, "247": {"train": {"loss_reduced": 0.10212910175323486, "pred": 0.10442836582660675, "loss_l2": 8.467077350360341e-08, "loss_mape": 0.0028491627890616655}}, "248": {"train": {"loss_reduced": 0.0970766544342041, "pred": 0.10409826040267944, "loss_l2": 8.587678166804835e-05, "loss_mape": 0.09546036273241043}}, "249": {"train": {"loss_reduced": 0.09623456001281738, "pred": 0.09901063144207001, "loss_l2": 2.902346932387445e-05, "loss_mape": 0.05598137900233269}}, "250": {"train": {"loss_reduced": 0.10236644744873047, "pred": 0.09989991039037704, "loss_l2": 1.3607116500224947e-07, "loss_mape": 0.003603507298976183}, "valid": {"0": {"loss_reduced": 0.09242606163024902, "pred": 0.10117217898368835, "valid_loss_l2": 7.649456529179588e-05, "valid_loss_mape": 0.09462825953960419}}}}