Upload res_CIFAR2_32_lr1e-05_ep50_bs2048_attr_ckpts/md_3/step_30/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr1e-05_ep50_bs2048_attr_ckpts/md_3/step_30/pred_target.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"1": {"train": {"loss_reduced": -0.0661294162273407, "pred": 1.2197914123535156, "loss_l2": 1.7968776226043701, "loss_mape": 20.270503997802734}}, "2": {"train": {"loss_reduced": -0.07387575507164001, "pred": 1.1635628938674927, "loss_l2": 1.6683340072631836, "loss_mape": 17.483949661254883}}, "3": {"train": {"loss_reduced": -0.06317305564880371, "pred": 1.1176424026489258, "loss_l2": 1.521721601486206, "loss_mape": 19.527009963989258}}, "4": {"train": {"loss_reduced": -0.07013782858848572, "pred": 1.0670156478881836, "loss_l2": 1.4137204885482788, "loss_mape": 16.95233154296875}}, "5": {"train": {"loss_reduced": -0.07280510663986206, "pred": 1.0210740566253662, "loss_l2": 1.3099054098129272, "loss_mape": 15.720202445983887}, "valid": {"0": {"loss_reduced": -0.04705953598022461, "pred": 1.0222046375274658, "valid_loss_l2": 1.143325924873352, "valid_loss_mape": 22.721519470214844}}}, "6": {"train": {"loss_reduced": -0.07413643598556519, "pred": 0.968997061252594, "loss_l2": 1.1968847513198853, "loss_mape": 14.756876945495605}}, "7": {"train": {"loss_reduced": -0.07004526257514954, "pred": 0.911698043346405, "loss_l2": 1.0631803274154663, "loss_mape": 14.720572471618652}}, "8": {"train": {"loss_reduced": -0.06291139125823975, "pred": 0.863137423992157, "loss_l2": 0.9480478167533875, "loss_mape": 15.47696590423584}}, "9": {"train": {"loss_reduced": -0.06327992677688599, "pred": 0.8215117454528809, "loss_l2": 0.8655359148979187, "loss_mape": 14.702005386352539}}, "10": {"train": {"loss_reduced": -0.06978067755699158, "pred": 0.7819787263870239, "loss_l2": 0.8017275929450989, "loss_mape": 12.831523895263672}, "valid": {"0": {"loss_reduced": -0.05553072690963745, "pred": 0.7800822854042053, "valid_loss_l2": 0.698249101638794, "valid_loss_mape": 15.047759056091309}}}, "11": {"train": {"loss_reduced": -0.06702232360839844, "pred": 0.732624888420105, "loss_l2": 0.7110154628753662, "loss_mape": 12.581141471862793}}, "12": {"train": {"loss_reduced": -0.06967818737030029, "pred": 0.6985124349594116, "loss_l2": 0.6554006338119507, "loss_mape": 11.618674278259277}}, "13": {"train": {"loss_reduced": -0.06196314096450806, "pred": 0.658901035785675, "loss_l2": 0.5779908299446106, "loss_mape": 12.26950454711914}}, "14": {"train": {"loss_reduced": -0.06844756007194519, "pred": 0.6121159195899963, "loss_l2": 0.5151639580726624, "loss_mape": 10.48611831665039}}, "15": {"train": {"loss_reduced": -0.05526888370513916, "pred": 0.5784991383552551, "loss_l2": 0.447565495967865, "loss_mape": 12.104520797729492}, "valid": {"0": {"loss_reduced": -0.07393637299537659, "pred": 0.5847561359405518, "valid_loss_l2": 0.43387576937675476, "valid_loss_mape": 8.908909797668457}}}, "16": {"train": {"loss_reduced": -0.06409242749214172, "pred": 0.5487074851989746, "loss_l2": 0.4198954999446869, "loss_mape": 10.110296249389648}}, "17": {"train": {"loss_reduced": -0.07029348611831665, "pred": 0.5175451040267944, "loss_l2": 0.3850482404232025, "loss_mape": 8.827596664428711}}, "18": {"train": {"loss_reduced": -0.0702839195728302, "pred": 0.4801728129386902, "loss_l2": 0.33816754817962646, "loss_mape": 8.273894309997559}}, "19": {"train": {"loss_reduced": -0.061129868030548096, "pred": 0.4563120901584625, "loss_l2": 0.2985383868217468, "loss_mape": 8.938129425048828}}, "20": {"train": {"loss_reduced": -0.0498577356338501, "pred": 0.4266197681427002, "loss_l2": 0.2539282441139221, "loss_mape": 10.107015609741211}, "valid": {"0": {"loss_reduced": -0.08099418878555298, "pred": 0.42809635400772095, "valid_loss_l2": 0.259173184633255, "valid_loss_mape": 6.285519599914551}}}, "21": {"train": {"loss_reduced": -0.05853909254074097, "pred": 0.40033262968063354, "loss_l2": 0.2360406070947647, "loss_mape": 8.299412727355957}}, "22": {"train": {"loss_reduced": -0.061341822147369385, "pred": 0.38121747970581055, "loss_l2": 0.2188933789730072, "loss_mape": 7.627103328704834}}, "23": {"train": {"loss_reduced": -0.06302487850189209, "pred": 0.35628700256347656, "loss_l2": 0.19636057317256927, "loss_mape": 7.030968189239502}}, "24": {"train": {"loss_reduced": -0.07890605926513672, "pred": 0.3306926488876343, "loss_l2": 0.18638655543327332, "loss_mape": 5.471380710601807}}, "25": {"train": {"loss_reduced": -0.07727229595184326, "pred": 0.29821664094924927, "loss_l2": 0.15674948692321777, "loss_mape": 5.123647689819336}, "valid": {"0": {"loss_reduced": -0.0670107901096344, "pred": 0.30265676975250244, "valid_loss_l2": 0.1366541087627411, "valid_loss_mape": 5.516537666320801}}}, "26": {"train": {"loss_reduced": -0.07759305834770203, "pred": 0.29030680656433105, "loss_l2": 0.15080146491527557, "loss_mape": 5.004721641540527}}, "27": {"train": {"loss_reduced": -0.06319475173950195, "pred": 0.27347511053085327, "loss_l2": 0.12646052241325378, "loss_mape": 5.62725305557251}}, "28": {"train": {"loss_reduced": -0.06169900298118591, "pred": 0.25292932987213135, "loss_l2": 0.11032389104366302, "loss_mape": 5.383399963378906}}, "29": {"train": {"loss_reduced": -0.0747530460357666, "pred": 0.2335202693939209, "loss_l2": 0.10549578815698624, "loss_mape": 4.344988822937012}}, "30": {"train": {"loss_reduced": -0.0444561243057251, "pred": 0.21456797420978546, "loss_l2": 0.0750880315899849, "loss_mape": 6.16387414932251}, "valid": {"0": {"loss_reduced": -0.06192925572395325, "pred": 0.22375766932964325, "valid_loss_l2": 0.08161701261997223, "valid_loss_mape": 4.613117218017578}}}, "31": {"train": {"loss_reduced": -0.0662672221660614, "pred": 0.2058318853378296, "loss_l2": 0.08250017464160919, "loss_mape": 4.334396839141846}}, "32": {"train": {"loss_reduced": -0.05993691086769104, "pred": 0.19421589374542236, "loss_l2": 0.07201449573040009, "loss_mape": 4.477293968200684}}, "33": {"train": {"loss_reduced": -0.0764557421207428, "pred": 0.17755363881587982, "loss_l2": 0.07137925922870636, "loss_mape": 3.4944264888763428}}, "34": {"train": {"loss_reduced": -0.057081758975982666, "pred": 0.16614453494548798, "loss_l2": 0.055418502539396286, "loss_mape": 4.12410831451416}}, "35": {"train": {"loss_reduced": -0.08842268586158752, "pred": 0.16211296617984772, "loss_l2": 0.06866806745529175, "loss_mape": 2.963559865951538}, "valid": {"0": {"loss_reduced": -0.06224125623703003, "pred": 0.1503545641899109, "valid_loss_l2": 0.045196983963251114, "valid_loss_mape": 3.4156737327575684}}}, "36": {"train": {"loss_reduced": -0.06888255476951599, "pred": 0.1466618776321411, "loss_l2": 0.05143328383564949, "loss_mape": 3.2924022674560547}}, "37": {"train": {"loss_reduced": -0.0602603554725647, "pred": 0.1323120892047882, "loss_l2": 0.04105542600154877, "loss_mape": 3.3624327182769775}}, "38": {"train": {"loss_reduced": -0.06347021460533142, "pred": 0.12577255070209503, "loss_l2": 0.03948988392949104, "loss_mape": 3.130927085876465}}, "39": {"train": {"loss_reduced": -0.07169020175933838, "pred": 0.11662408709526062, "loss_l2": 0.0388699509203434, "loss_mape": 2.750091791152954}}, "40": {"train": {"loss_reduced": -0.06153029203414917, "pred": 0.10601179301738739, "loss_l2": 0.03084336407482624, "loss_mape": 2.8542492389678955}, "valid": {"0": {"loss_reduced": -0.07462748885154724, "pred": 0.10550755262374878, "valid_loss_l2": 0.03244863450527191, "valid_loss_mape": 2.4137895107269287}}}, "41": {"train": {"loss_reduced": -0.07061126828193665, "pred": 0.10054074227809906, "loss_l2": 0.032075364142656326, "loss_mape": 2.536365270614624}}, "42": {"train": {"loss_reduced": -0.055033594369888306, "pred": 0.09283919632434845, "loss_l2": 0.024087144061923027, "loss_mape": 2.820101737976074}}, "43": {"train": {"loss_reduced": -0.08175525069236755, "pred": 0.08738894760608673, "loss_l2": 0.03097047097980976, "loss_mape": 2.1525747776031494}}, "44": {"train": {"loss_reduced": -0.06501677632331848, "pred": 0.08106297999620438, "loss_l2": 0.023220786824822426, "loss_mape": 2.343759536743164}}, "45": {"train": {"loss_reduced": -0.05576080083847046, "pred": 0.06774817407131195, "loss_l2": 0.016593094915151596, "loss_mape": 2.3101208209991455}, "valid": {"0": {"loss_reduced": -0.0626726746559143, "pred": 0.07413998991250992, "valid_loss_l2": 0.018717702478170395, "valid_loss_mape": 2.182971477508545}}}, "46": {"train": {"loss_reduced": -0.07418596744537354, "pred": 0.06942884624004364, "loss_l2": 0.022283151745796204, "loss_mape": 2.012178659439087}}, "47": {"train": {"loss_reduced": -0.05877971649169922, "pred": 0.06191089004278183, "loss_l2": 0.0157852191478014, "loss_mape": 2.1374592781066895}}, "48": {"train": {"loss_reduced": -0.06151860952377319, "pred": 0.05939177796244621, "loss_l2": 0.015785478055477142, "loss_mape": 2.04231333732605}}, "49": {"train": {"loss_reduced": -0.07236501574516296, "pred": 0.054464541375637054, "loss_l2": 0.017202584072947502, "loss_mape": 1.8124589920043945}}, "50": {"train": {"loss_reduced": -0.05937793850898743, "pred": 0.051617659628391266, "loss_l2": 0.013229697942733765, "loss_mape": 1.937090277671814}, "valid": {"0": {"loss_reduced": -0.07115250825881958, "pred": 0.050289470702409744, "valid_loss_l2": 0.014748153276741505, "valid_loss_mape": 1.7067841291427612}}}, "51": {"train": {"loss_reduced": -0.06404879689216614, "pred": 0.04805692285299301, "loss_l2": 0.013477109372615814, "loss_mape": 1.8125392198562622}}, "52": {"train": {"loss_reduced": -0.061730653047561646, "pred": 0.04238888993859291, "loss_l2": 0.011595454066991806, "loss_mape": 1.7443876266479492}}, "53": {"train": {"loss_reduced": -0.0668545663356781, "pred": 0.03818010911345482, "loss_l2": 0.011722306720912457, "loss_mape": 1.6194795370101929}}, "54": {"train": {"loss_reduced": -0.060570985078811646, "pred": 0.03696240857243538, "loss_l2": 0.010124491527676582, "loss_mape": 1.6612001657485962}}, "55": {"train": {"loss_reduced": -0.07587584853172302, "pred": 0.035728536546230316, "loss_l2": 0.013127637095749378, "loss_mape": 1.5100444555282593}, "valid": {"0": {"loss_reduced": -0.08576560020446777, "pred": 0.03408028185367584, "valid_loss_l2": 0.014363035559654236, "valid_loss_mape": 1.3973654508590698}}}, "56": {"train": {"loss_reduced": -0.06329095363616943, "pred": 0.03041846491396427, "loss_l2": 0.009302008897066116, "loss_mape": 1.523865818977356}}, "57": {"train": {"loss_reduced": -0.07095110416412354, "pred": 0.029705990105867386, "loss_l2": 0.010679269209504128, "loss_mape": 1.4565037488937378}}, "58": {"train": {"loss_reduced": -0.05916750431060791, "pred": 0.02634594775736332, "loss_l2": 0.007725888397544622, "loss_mape": 1.4855625629425049}}, "59": {"train": {"loss_reduced": -0.07364508509635925, "pred": 0.02350286766886711, "loss_l2": 0.009870278649032116, "loss_mape": 1.3490278720855713}}, "60": {"train": {"loss_reduced": -0.07894748449325562, "pred": 0.021059339866042137, "loss_l2": 0.01040793675929308, "loss_mape": 1.2922425270080566}, "valid": {"0": {"loss_reduced": -0.05491963028907776, "pred": 0.022322388365864754, "valid_loss_l2": 0.005966329015791416, "valid_loss_mape": 1.4064555168151855}}}, "61": {"train": {"loss_reduced": -0.05613744258880615, "pred": 0.019400302320718765, "loss_l2": 0.006003390997648239, "loss_mape": 1.3802117109298706}}, "62": {"train": {"loss_reduced": -0.06839394569396973, "pred": 0.018315698951482773, "loss_l2": 0.007844812236726284, "loss_mape": 1.2950115203857422}}, "63": {"train": {"loss_reduced": -0.06631806492805481, "pred": 0.016459207981824875, "loss_l2": 0.0071396720595657825, "loss_mape": 1.274111032485962}}, "64": {"train": {"loss_reduced": -0.06877756118774414, "pred": 0.014829291962087154, "loss_l2": 0.007256754208356142, "loss_mape": 1.2385810613632202}}, "65": {"train": {"loss_reduced": -0.07770603895187378, "pred": 0.013065855950117111, "loss_l2": 0.00850418396294117, "loss_mape": 1.1867562532424927}, "valid": {"0": {"loss_reduced": -0.07113480567932129, "pred": 0.013768957927823067, "valid_loss_l2": 0.007208648603409529, "valid_loss_mape": 1.1935614347457886}}}, "66": {"train": {"loss_reduced": -0.06387755274772644, "pred": 0.011952187865972519, "loss_l2": 0.005960320122539997, "loss_mape": 1.208611011505127}}, "67": {"train": {"loss_reduced": -0.07618770003318787, "pred": 0.010487942956387997, "loss_l2": 0.007736335974186659, "loss_mape": 1.154470443725586}}, "68": {"train": {"loss_reduced": -0.06565392017364502, "pred": 0.009934764355421066, "loss_l2": 0.005899549927562475, "loss_mape": 1.1699000597000122}}, "69": {"train": {"loss_reduced": -0.06253179907798767, "pred": 0.008019549772143364, "loss_l2": 0.005123191978782415, "loss_mape": 1.1446412801742554}}, "70": {"train": {"loss_reduced": -0.06573009490966797, "pred": 0.007798721082508564, "loss_l2": 0.005556489806622267, "loss_mape": 1.1340599060058594}, "valid": {"0": {"loss_reduced": -0.06314915418624878, "pred": 0.007797171361744404, "valid_loss_l2": 0.005033381283283234, "valid_loss_mape": 1.1234723329544067}}}, "71": {"train": {"loss_reduced": -0.06493058800697327, "pred": 0.007178297266364098, "loss_l2": 0.005343650467693806, "loss_mape": 1.125821828842163}}, "72": {"train": {"loss_reduced": -0.07516738772392273, "pred": 0.005507143680006266, "loss_l2": 0.006641755811870098, "loss_mape": 1.084206461906433}}, "73": {"train": {"loss_reduced": -0.06087091565132141, "pred": 0.004448270425200462, "loss_l2": 0.004361313302069902, "loss_mape": 1.0849227905273438}}, "74": {"train": {"loss_reduced": -0.0676305890083313, "pred": 0.00470326142385602, "loss_l2": 0.0053392634727060795, "loss_mape": 1.0804321765899658}}, "75": {"train": {"loss_reduced": -0.06500089168548584, "pred": 0.003846902633085847, "loss_l2": 0.004826921969652176, "loss_mape": 1.06884765625}, "valid": {"0": {"loss_reduced": -0.0630248486995697, "pred": 0.003810298163443804, "valid_loss_l2": 0.004466937389224768, "valid_loss_mape": 1.0604571104049683}}}, "76": {"train": {"loss_reduced": -0.06282731890678406, "pred": 0.0031948406249284744, "loss_l2": 0.004432888235896826, "loss_mape": 1.0597290992736816}}, "77": {"train": {"loss_reduced": -0.07578441500663757, "pred": 0.0026166043244302273, "loss_l2": 0.006235942244529724, "loss_mape": 1.0420081615447998}}, "78": {"train": {"loss_reduced": -0.07323911786079407, "pred": 0.0023111372720450163, "loss_l2": 0.005780558567494154, "loss_mape": 1.0381062030792236}}, "79": {"train": {"loss_reduced": -0.06418544054031372, "pred": 0.0018645294476300478, "loss_l2": 0.004418232943862677, "loss_mape": 1.0355898141860962}}, "80": {"train": {"loss_reduced": -0.05985143780708313, "pred": 0.001050778548233211, "loss_l2": 0.0037518939934670925, "loss_mape": 1.0234124660491943}, "valid": {"0": {"loss_reduced": -0.05195474624633789, "pred": 0.0013168794102966785, "valid_loss_l2": 0.0028378660790622234, "valid_loss_mape": 1.0253466367721558}}}, "81": {"train": {"loss_reduced": -0.07166221737861633, "pred": 0.001237494871020317, "loss_l2": 0.005356771405786276, "loss_mape": 1.021318793296814}}, "82": {"train": {"loss_reduced": -0.06544831395149231, "pred": 0.0008255185093730688, "loss_l2": 0.004431894049048424, "loss_mape": 1.0171762704849243}}, "83": {"train": {"loss_reduced": -0.06746497750282288, "pred": 0.000634418916888535, "loss_l2": 0.004667819943279028, "loss_mape": 1.0126949548721313}}, "84": {"train": {"loss_reduced": -0.06298115849494934, "pred": 0.0004468456609174609, "loss_l2": 0.004044660832732916, "loss_mape": 1.0097885131835938}}, "85": {"train": {"loss_reduced": -0.07659953832626343, "pred": 0.00042137468699365854, "loss_l2": 0.005961624905467033, "loss_mape": 1.0079898834228516}, "valid": {"0": {"loss_reduced": -0.05578872561454773, "pred": 0.00037166790571063757, "valid_loss_l2": 0.003153989790007472, "valid_loss_mape": 1.006662130355835}}}, "86": {"train": {"loss_reduced": -0.06369331479072571, "pred": 0.00038418243639171124, "loss_l2": 0.004098016768693924, "loss_mape": 1.0050623416900635}}, "87": {"train": {"loss_reduced": -0.06717109680175781, "pred": 0.00019251625053584576, "loss_l2": 0.004570541437715292, "loss_mape": 1.0064712762832642}}, "88": {"train": {"loss_reduced": -0.056895941495895386, "pred": 0.000144492500112392, "loss_l2": 0.0032572767231613398, "loss_mape": 1.0031042098999023}}, "89": {"train": {"loss_reduced": -0.07320916652679443, "pred": 9.543590567773208e-05, "loss_l2": 0.0053809951059520245, "loss_mape": 1.0019956827163696}}, "90": {"train": {"loss_reduced": -0.06718748807907104, "pred": 7.54915236029774e-05, "loss_l2": 0.004530465230345726, "loss_mape": 1.0018045902252197}, "valid": {"0": {"loss_reduced": -0.0768842101097107, "pred": 0.00010290020145475864, "valid_loss_l2": 0.005927015095949173, "valid_loss_mape": 1.0013383626937866}}}, "91": {"train": {"loss_reduced": -0.06496131420135498, "pred": 8.934649667935446e-05, "loss_l2": 0.0042258696630597115, "loss_mape": 1.000698447227478}}, "92": {"train": {"loss_reduced": -0.0670507550239563, "pred": 0.00011294863361399621, "loss_l2": 0.004526566714048386, "loss_mape": 1.0034154653549194}}, "93": {"train": {"loss_reduced": -0.06395933032035828, "pred": 7.705677489866503e-06, "loss_l2": 0.004097917582839727, "loss_mape": 1.0008701086044312}}, "94": {"train": {"loss_reduced": -0.06798484921455383, "pred": 4.191850166535005e-05, "loss_l2": 0.0046283770352602005, "loss_mape": 1.0006961822509766}}, "95": {"train": {"loss_reduced": -0.06985288858413696, "pred": -9.901090379571542e-06, "loss_l2": 0.004894235637038946, "loss_mape": 1.001516342163086}, "valid": {"0": {"loss_reduced": -0.0686134397983551, "pred": 0.0001049274142133072, "valid_loss_l2": 0.004722213838249445, "valid_loss_mape": 1.0015292167663574}}}, "96": {"train": {"loss_reduced": -0.0717935860157013, "pred": 0.00014840567018836737, "loss_l2": 0.005160852335393429, "loss_mape": 1.0006335973739624}}, "97": {"train": {"loss_reduced": -0.07321953773498535, "pred": 7.676656969124451e-05, "loss_l2": 0.005383556243032217, "loss_mape": 1.0020921230316162}}, "98": {"train": {"loss_reduced": -0.0640728771686554, "pred": 1.6943973605521023e-05, "loss_l2": 0.004116475582122803, "loss_mape": 1.0013561248779297}}, "99": {"train": {"loss_reduced": -0.0654735267162323, "pred": 1.3527428563975263e-05, "loss_l2": 0.004287492949515581, "loss_mape": 1.0000828504562378}}, "100": {"train": {"loss_reduced": -0.06428611278533936, "pred": 8.89954244485125e-05, "loss_l2": 0.004143849015235901, "loss_mape": 1.0013474225997925}, "valid": {"0": {"loss_reduced": -0.051396340131759644, "pred": 7.080176146700978e-05, "valid_loss_l2": 0.0026488667353987694, "valid_loss_mape": 1.0013775825500488}}}, "101": {"train": {"loss_reduced": -0.05545070767402649, "pred": 9.39842575462535e-05, "loss_l2": 0.003084093565121293, "loss_mape": 1.0015132427215576}}, "102": {"train": {"loss_reduced": -0.07003286480903625, "pred": 5.912058622925542e-05, "loss_l2": 0.00492073642089963, "loss_mape": 1.001643419265747}}, "103": {"train": {"loss_reduced": -0.06059080362319946, "pred": 1.261287343368167e-05, "loss_l2": 0.00368002662435174, "loss_mape": 1.0011951923370361}}, "104": {"train": {"loss_reduced": -0.06610661745071411, "pred": 3.0901712307240814e-05, "loss_l2": 0.00437397975474596, "loss_mape": 1.0004454851150513}}, "105": {"train": {"loss_reduced": -0.08553144335746765, "pred": 4.798700956598623e-06, "loss_l2": 0.0073196073062717915, "loss_mape": 1.0002719163894653}, "valid": {"0": {"loss_reduced": -0.08006128668785095, "pred": 3.0948180210543796e-05, "valid_loss_l2": 0.006414766423404217, "valid_loss_mape": 1.0003865957260132}}}, "106": {"train": {"loss_reduced": -0.06166273355484009, "pred": 0.00011964888835791498, "loss_l2": 0.003807620145380497, "loss_mape": 1.0007003545761108}}, "107": {"train": {"loss_reduced": -0.07482385635375977, "pred": 5.671538383467123e-05, "loss_l2": 0.005621441639959812, "loss_mape": 1.0020370483398438}}, "108": {"train": {"loss_reduced": -0.06515049934387207, "pred": 2.7283635063213296e-05, "loss_l2": 0.004256176296621561, "loss_mape": 1.0013642311096191}}, "109": {"train": {"loss_reduced": -0.06027612090110779, "pred": 3.491683673928492e-05, "loss_l2": 0.003637259593233466, "loss_mape": 1.0005570650100708}}, "110": {"train": {"loss_reduced": -0.08625867962837219, "pred": 5.358307316782884e-05, "loss_l2": 0.007448883727192879, "loss_mape": 1.0005592107772827}, "valid": {"0": {"loss_reduced": -0.059542179107666016, "pred": 7.677570101805031e-05, "valid_loss_l2": 0.0035544196143746376, "valid_loss_mape": 1.0012893676757812}}}, "111": {"train": {"loss_reduced": -0.05994245409965515, "pred": 0.00010144322004634887, "loss_l2": 0.0036016732919961214, "loss_mape": 1.001192569732666}}, "112": {"train": {"loss_reduced": -0.06790235638618469, "pred": 5.8674038882600144e-05, "loss_l2": 0.004625014960765839, "loss_mape": 1.001547932624817}}, "113": {"train": {"loss_reduced": -0.061155855655670166, "pred": 2.297955143149011e-05, "loss_l2": 0.003747647861018777, "loss_mape": 1.0010167360305786}}, "114": {"train": {"loss_reduced": -0.07400014996528625, "pred": 9.045803381013684e-06, "loss_l2": 0.005482151638716459, "loss_mape": 1.0005594491958618}}, "115": {"train": {"loss_reduced": -0.0670943558216095, "pred": 2.8872414986835793e-05, "loss_l2": 0.004504764452576637, "loss_mape": 1.0003455877304077}, "valid": {"0": {"loss_reduced": -0.07279923558235168, "pred": 4.7413941501872614e-05, "valid_loss_l2": 0.005306634586304426, "valid_loss_mape": 1.0006513595581055}}}, "116": {"train": {"loss_reduced": -0.06302833557128906, "pred": 5.499441613210365e-05, "loss_l2": 0.003975499887019396, "loss_mape": 1.000368595123291}}, "117": {"train": {"loss_reduced": -0.07401981949806213, "pred": 6.903454777784646e-05, "loss_l2": 0.005502759478986263, "loss_mape": 1.0021719932556152}}, "118": {"train": {"loss_reduced": -0.07993391156196594, "pred": 7.887052561272867e-06, "loss_l2": 0.0064043039456009865, "loss_mape": 1.0011632442474365}}, "119": {"train": {"loss_reduced": -0.06281310319900513, "pred": 4.7110144805628806e-05, "loss_l2": 0.003951078746467829, "loss_mape": 1.0007084608078003}}, "120": {"train": {"loss_reduced": -0.047694891691207886, "pred": 0.0001382004120387137, "loss_l2": 0.0022859242744743824, "loss_mape": 1.0024415254592896}, "valid": {"0": {"loss_reduced": -0.05407944321632385, "pred": 4.556364729069173e-05, "valid_loss_l2": 0.0029295163694769144, "valid_loss_mape": 1.000842571258545}}}, "121": {"train": {"loss_reduced": -0.07182353734970093, "pred": 7.399226888082922e-05, "loss_l2": 0.005171036347746849, "loss_mape": 1.0012027025222778}}, "122": {"train": {"loss_reduced": -0.06250342726707458, "pred": 7.703468145336956e-05, "loss_l2": 0.003923026379197836, "loss_mape": 1.0020900964736938}}, "123": {"train": {"loss_reduced": -0.06379115581512451, "pred": 7.970381557242945e-05, "loss_l2": 0.004088384099304676, "loss_mape": 1.0023406744003296}}, "124": {"train": {"loss_reduced": -0.0709075927734375, "pred": -9.609420885681175e-06, "loss_l2": 0.005032507237046957, "loss_mape": 1.0004594326019287}}, "125": {"train": {"loss_reduced": -0.07996886968612671, "pred": 8.056780643528327e-06, "loss_l2": 0.00640224339440465, "loss_mape": 1.0005645751953125}, "valid": {"0": {"loss_reduced": -0.05005750060081482, "pred": 1.0379594641563017e-05, "valid_loss_l2": 0.0025067925453186035, "valid_loss_mape": 1.0002073049545288}}}, "126": {"train": {"loss_reduced": -0.06393834948539734, "pred": 8.727955719223246e-05, "loss_l2": 0.004093499388545752, "loss_mape": 1.000658631324768}}, "127": {"train": {"loss_reduced": -0.07157602906227112, "pred": 5.6108365242835134e-05, "loss_l2": 0.005147936288267374, "loss_mape": 1.0024182796478271}}, "128": {"train": {"loss_reduced": -0.06886422634124756, "pred": 1.172918564407155e-05, "loss_l2": 0.00474929204210639, "loss_mape": 1.0007388591766357}}, "129": {"train": {"loss_reduced": -0.06827941536903381, "pred": 7.5560751611192245e-06, "loss_l2": 0.004663990344852209, "loss_mape": 1.0002050399780273}}, "130": {"train": {"loss_reduced": -0.062274545431137085, "pred": -4.8154186515603215e-05, "loss_l2": 0.0038732036482542753, "loss_mape": 0.9993661046028137}, "valid": {"0": {"loss_reduced": -0.05691590905189514, "pred": 0.00011314799485262483, "valid_loss_l2": 0.0032523134723305702, "valid_loss_mape": 1.0019879341125488}}}, "131": {"train": {"loss_reduced": -0.06495800614356995, "pred": 3.970525722252205e-05, "loss_l2": 0.004235382191836834, "loss_mape": 1.0018751621246338}}, "132": {"train": {"loss_reduced": -0.06677132844924927, "pred": 6.297510117292404e-05, "loss_l2": 0.004465150646865368, "loss_mape": 1.0007556676864624}}, "133": {"train": {"loss_reduced": -0.060237228870391846, "pred": 3.7130746932234615e-05, "loss_l2": 0.003636554116383195, "loss_mape": 1.0011059045791626}}, "134": {"train": {"loss_reduced": -0.07833102345466614, "pred": -1.2495832379499916e-05, "loss_l2": 0.006140226498246193, "loss_mape": 1.0003647804260254}}, "135": {"train": {"loss_reduced": -0.052012115716934204, "pred": -4.818748129764572e-05, "loss_l2": 0.0027067274786531925, "loss_mape": 1.000271201133728}, "valid": {"0": {"loss_reduced": -0.07004165649414062, "pred": -1.4647866009909194e-05, "valid_loss_l2": 0.004903782159090042, "valid_loss_mape": 0.9997908473014832}}}, "136": {"train": {"loss_reduced": -0.06370735168457031, "pred": 6.077938814996742e-05, "loss_l2": 0.0040649836882948875, "loss_mape": 1.00078284740448}}, "137": {"train": {"loss_reduced": -0.07739821076393127, "pred": 2.6729820092441514e-05, "loss_l2": 0.006008756347000599, "loss_mape": 1.0015240907669067}}, "138": {"train": {"loss_reduced": -0.07015058398246765, "pred": -2.436089062030078e-06, "loss_l2": 0.004926091991364956, "loss_mape": 1.0005066394805908}}, "139": {"train": {"loss_reduced": -0.06361603736877441, "pred": 7.999888111953624e-06, "loss_l2": 0.004046283662319183, "loss_mape": 0.9999114871025085}}, "140": {"train": {"loss_reduced": -0.07446020841598511, "pred": 1.0921381544903852e-05, "loss_l2": 0.005548135843127966, "loss_mape": 1.0003437995910645}, "valid": {"0": {"loss_reduced": -0.042535245418548584, "pred": -1.3085672435408924e-05, "valid_loss_l2": 0.0018081339076161385, "valid_loss_mape": 0.9996923208236694}}}, "141": {"train": {"loss_reduced": -0.06403064727783203, "pred": -1.4997376638348214e-06, "loss_l2": 0.004105828236788511, "loss_mape": 1.0007197856903076}}, "142": {"train": {"loss_reduced": -0.06098201870918274, "pred": 5.776218313258141e-05, "loss_l2": 0.003730264725163579, "loss_mape": 1.0015393495559692}}, "143": {"train": {"loss_reduced": -0.07044926285743713, "pred": 1.1526097296155058e-05, "loss_l2": 0.004980940837413073, "loss_mape": 1.0017958879470825}}, "144": {"train": {"loss_reduced": -0.06297928094863892, "pred": -2.1177098460611887e-05, "loss_l2": 0.003964873496443033, "loss_mape": 0.9998088479042053}}, "145": {"train": {"loss_reduced": -0.08726435899734497, "pred": 3.1636929634260014e-05, "loss_l2": 0.007619556505233049, "loss_mape": 1.0002946853637695}, "valid": {"0": {"loss_reduced": -0.06584006547927856, "pred": -6.219373608473688e-05, "valid_loss_l2": 0.004326727706938982, "valid_loss_mape": 0.9990553259849548}}}, "146": {"train": {"loss_reduced": -0.06790924072265625, "pred": 9.520762250758708e-05, "loss_l2": 0.0046120816841721535, "loss_mape": 1.0000451803207397}}, "147": {"train": {"loss_reduced": -0.06222924590110779, "pred": 1.9605320630944334e-05, "loss_l2": 0.003884200006723404, "loss_mape": 1.0015121698379517}}, "148": {"train": {"loss_reduced": -0.07459494471549988, "pred": -2.7939451683778316e-05, "loss_l2": 0.005567536223679781, "loss_mape": 1.0002812147140503}}, "149": {"train": {"loss_reduced": -0.06184422969818115, "pred": -2.5031536097230855e-06, "loss_l2": 0.003823282429948449, "loss_mape": 0.9998134970664978}}, "150": {"train": {"loss_reduced": -0.0671064555644989, "pred": 3.5291718631924596e-06, "loss_l2": 0.004504418466240168, "loss_mape": 1.000126838684082}, "valid": {"0": {"loss_reduced": -0.06546387076377869, "pred": 2.264888462377712e-05, "valid_loss_l2": 0.004288484342396259, "valid_loss_mape": 1.0003459453582764}}}, "151": {"train": {"loss_reduced": -0.062140434980392456, "pred": 2.018632585532032e-05, "loss_l2": 0.0038618657272309065, "loss_mape": 1.0000559091567993}}, "152": {"train": {"loss_reduced": -0.0755314826965332, "pred": -3.516150900395587e-05, "loss_l2": 0.00570923974737525, "loss_mape": 1.0003710985183716}}, "153": {"train": {"loss_reduced": -0.07667997479438782, "pred": -3.651653969427571e-05, "loss_l2": 0.00588011322543025, "loss_mape": 1.0000250339508057}}, "154": {"train": {"loss_reduced": -0.06658017635345459, "pred": 2.171332926081959e-05, "loss_l2": 0.0044416459277272224, "loss_mape": 1.000983715057373}}, "155": {"train": {"loss_reduced": -0.05619487166404724, "pred": 6.300142558757216e-06, "loss_l2": 0.0031619705259799957, "loss_mape": 1.0006500482559204}, "valid": {"0": {"loss_reduced": -0.04488286375999451, "pred": -3.350413408043096e-06, "valid_loss_l2": 0.002014170866459608, "valid_loss_mape": 0.9999253749847412}}}, "156": {"train": {"loss_reduced": -0.07236224412918091, "pred": 8.069775503827259e-05, "loss_l2": 0.005236804485321045, "loss_mape": 1.0000487565994263}}, "157": {"train": {"loss_reduced": -0.059673011302948, "pred": 5.396578671934549e-06, "loss_l2": 0.0035677580162882805, "loss_mape": 1.0009669065475464}}, "158": {"train": {"loss_reduced": -0.06282472610473633, "pred": -4.31791486334987e-05, "loss_l2": 0.003950675018131733, "loss_mape": 1.0004721879959106}}, "159": {"train": {"loss_reduced": -0.07214105129241943, "pred": -6.088053487474099e-05, "loss_l2": 0.005195718724280596, "loss_mape": 0.9991722106933594}}, "160": {"train": {"loss_reduced": -0.061901599168777466, "pred": -1.550761953694746e-05, "loss_l2": 0.0038317586295306683, "loss_mape": 0.9999935626983643}, "valid": {"0": {"loss_reduced": -0.06880241632461548, "pred": -9.390245395479724e-05, "valid_loss_l2": 0.004720860160887241, "valid_loss_mape": 0.9986352324485779}}}, "161": {"train": {"loss_reduced": -0.07589036226272583, "pred": -9.754880011314526e-05, "loss_l2": 0.0057438998483121395, "loss_mape": 0.9986580610275269}}, "162": {"train": {"loss_reduced": -0.06949955224990845, "pred": 1.0342515452066436e-05, "loss_l2": 0.004838413093239069, "loss_mape": 1.000851035118103}}, "163": {"train": {"loss_reduced": -0.06219989061355591, "pred": -1.5609461115673184e-05, "loss_l2": 0.0038739910814911127, "loss_mape": 1.0006672143936157}}, "164": {"train": {"loss_reduced": -0.07086202502250671, "pred": -3.2265455956803635e-05, "loss_l2": 0.005023318808525801, "loss_mape": 1.0001884698867798}}, "165": {"train": {"loss_reduced": -0.05666220188140869, "pred": -3.279389056842774e-05, "loss_l2": 0.0032061391975730658, "loss_mape": 0.9993042945861816}, "valid": {"0": {"loss_reduced": -0.04958462715148926, "pred": -2.108900844177697e-05, "valid_loss_l2": 0.0024565444327890873, "valid_loss_mape": 0.9995746612548828}}}, "166": {"train": {"loss_reduced": -0.06478098034858704, "pred": -2.8469842163758585e-06, "loss_l2": 0.004191829357296228, "loss_mape": 0.9994343519210815}}, "167": {"train": {"loss_reduced": -0.06604692339897156, "pred": -6.930591189302504e-05, "loss_l2": 0.004360326565802097, "loss_mape": 0.9997856616973877}}, "168": {"train": {"loss_reduced": -0.06314724683761597, "pred": -0.0001417105522705242, "loss_l2": 0.003976080566644669, "loss_mape": 0.9985577464103699}}, "169": {"train": {"loss_reduced": -0.06807386875152588, "pred": -7.096242916304618e-05, "loss_l2": 0.0046277353540062904, "loss_mape": 0.9993182420730591}}, "170": {"train": {"loss_reduced": -0.06728890538215637, "pred": -1.0890779776673298e-05, "loss_l2": 0.004535839892923832, "loss_mape": 1.0008877515792847}, "valid": {"0": {"loss_reduced": -0.07459142804145813, "pred": -5.413586040958762e-05, "valid_loss_l2": 0.005555808078497648, "valid_loss_mape": 0.9992742538452148}}}, "171": {"train": {"loss_reduced": -0.061695098876953125, "pred": 4.426196392159909e-05, "loss_l2": 0.0038006531540304422, "loss_mape": 0.999259889125824}}, "172": {"train": {"loss_reduced": -0.07087665796279907, "pred": -0.00012014726235065609, "loss_l2": 0.0050247227773070335, "loss_mape": 1.0001215934753418}}, "173": {"train": {"loss_reduced": -0.06372520327568054, "pred": -5.086781311547384e-05, "loss_l2": 0.004057121928781271, "loss_mape": 0.999534547328949}}, "174": {"train": {"loss_reduced": -0.06793057918548584, "pred": -6.79197910358198e-05, "loss_l2": 0.0046048653312027454, "loss_mape": 0.9989486336708069}}, "175": {"train": {"loss_reduced": -0.07325500249862671, "pred": -0.00014007337449584156, "loss_l2": 0.00535533158108592, "loss_mape": 0.9989779591560364}, "valid": {"0": {"loss_reduced": -0.06530913710594177, "pred": -0.00011135886597912759, "valid_loss_l2": 0.004250750411301851, "valid_loss_mape": 0.9982949495315552}}}, "176": {"train": {"loss_reduced": -0.060793161392211914, "pred": -3.822624421445653e-05, "loss_l2": 0.00367920589633286, "loss_mape": 0.9977513551712036}}, "177": {"train": {"loss_reduced": -0.07240363955497742, "pred": -9.754326310940087e-05, "loss_l2": 0.005255164112895727, "loss_mape": 1.0012273788452148}}, "178": {"train": {"loss_reduced": -0.06613892316818237, "pred": -6.544830102939159e-05, "loss_l2": 0.004372774623334408, "loss_mape": 0.9998190999031067}}, "179": {"train": {"loss_reduced": -0.061568617820739746, "pred": -8.654629345983267e-05, "loss_l2": 0.0037779456470161676, "loss_mape": 0.9983169436454773}}, "180": {"train": {"loss_reduced": -0.08398899435997009, "pred": -3.616298999986611e-05, "loss_l2": 0.007055602967739105, "loss_mape": 1.0001028776168823}, "valid": {"0": {"loss_reduced": -0.06344199180603027, "pred": -0.0001036580724758096, "valid_loss_l2": 0.004011744167655706, "valid_loss_mape": 0.9983660578727722}}}, "181": {"train": {"loss_reduced": -0.0640532374382019, "pred": 1.719647661957424e-05, "loss_l2": 0.004091745242476463, "loss_mape": 0.9986497759819031}}, "182": {"train": {"loss_reduced": -0.0739784836769104, "pred": -7.839301542844623e-05, "loss_l2": 0.005491008050739765, "loss_mape": 1.001660704612732}}, "183": {"train": {"loss_reduced": -0.059617429971694946, "pred": -0.00019782509480137378, "loss_l2": 0.0035355212166905403, "loss_mape": 0.9973635077476501}}, "184": {"train": {"loss_reduced": -0.06440141797065735, "pred": -0.00015560086467303336, "loss_l2": 0.004128814209252596, "loss_mape": 0.9977396726608276}}, "185": {"train": {"loss_reduced": -0.06837835907936096, "pred": -1.441465883544879e-05, "loss_l2": 0.004674891941249371, "loss_mape": 0.9999242424964905}, "valid": {"0": {"loss_reduced": -0.07370799779891968, "pred": -0.00015156730660237372, "valid_loss_l2": 0.00541054829955101, "valid_loss_mape": 0.9979436993598938}}}, "186": {"train": {"loss_reduced": -0.06361660361289978, "pred": -9.263276297133416e-05, "loss_l2": 0.004025888629257679, "loss_mape": 0.9973793625831604}}, "187": {"train": {"loss_reduced": -0.07713139057159424, "pred": -0.0001438732142560184, "loss_l2": 0.005956191103905439, "loss_mape": 1.0005830526351929}}, "188": {"train": {"loss_reduced": -0.0695641040802002, "pred": -0.00012728416186291724, "loss_l2": 0.004832610487937927, "loss_mape": 0.9993225932121277}}, "189": {"train": {"loss_reduced": -0.0668506920337677, "pred": -8.656955469632521e-05, "loss_l2": 0.004452458582818508, "loss_mape": 0.9981458783149719}}, "190": {"train": {"loss_reduced": -0.04205203056335449, "pred": -0.0001406996016157791, "loss_l2": 0.0017601368017494678, "loss_mape": 0.997668445110321}, "valid": {"0": {"loss_reduced": -0.06402954459190369, "pred": -8.590484503656626e-05, "valid_loss_l2": 0.004088789224624634, "valid_loss_mape": 0.9986583590507507}}}, "191": {"train": {"loss_reduced": -0.06247475743293762, "pred": -3.1184026738628745e-05, "loss_l2": 0.0038940359372645617, "loss_mape": 0.9988387823104858}}, "192": {"train": {"loss_reduced": -0.07292062044143677, "pred": -0.00014508157619275153, "loss_l2": 0.005309559404850006, "loss_mape": 0.9992609024047852}}, "193": {"train": {"loss_reduced": -0.06095468997955322, "pred": -0.00016582326497882605, "loss_l2": 0.003701465204358101, "loss_mape": 0.9981129765510559}}, "194": {"train": {"loss_reduced": -0.06848680973052979, "pred": -0.00026705028722062707, "loss_l2": 0.0046586343087255955, "loss_mape": 0.9966034293174744}}, "195": {"train": {"loss_reduced": -0.06593489646911621, "pred": -0.0003196934994775802, "loss_l2": 0.004314189776778221, "loss_mape": 0.9961719512939453}, "valid": {"0": {"loss_reduced": -0.06997594237327576, "pred": -0.00020552481873892248, "valid_loss_l2": 0.004867911338806152, "valid_loss_mape": 0.9970629215240479}}}, "196": {"train": {"loss_reduced": -0.06795594096183777, "pred": -0.0002516831737011671, "loss_l2": 0.004576912149786949, "loss_mape": 0.9955403208732605}}, "197": {"train": {"loss_reduced": -0.06198093295097351, "pred": -0.0001112601239583455, "loss_l2": 0.0038447275292128325, "loss_mape": 1.0004023313522339}}, "198": {"train": {"loss_reduced": -0.06927552819252014, "pred": -0.00029691646341234446, "loss_l2": 0.004770313389599323, "loss_mape": 0.9969964623451233}}, "199": {"train": {"loss_reduced": -0.0635998547077179, "pred": -0.0001906307297758758, "loss_l2": 0.004019249230623245, "loss_mape": 0.9968190789222717}}, "200": {"train": {"loss_reduced": -0.09007483720779419, "pred": -0.00025487138191238046, "loss_l2": 0.008072622120380402, "loss_mape": 0.9974791407585144}, "valid": {"0": {"loss_reduced": -0.054617077112197876, "pred": -0.00015133469423744828, "valid_loss_l2": 0.0029665168840438128, "valid_loss_mape": 0.9972291588783264}}}, "201": {"train": {"loss_reduced": -0.06891617178916931, "pred": -0.00010650579497450963, "loss_l2": 0.004729784093797207, "loss_mape": 0.9979286789894104}}, "202": {"train": {"loss_reduced": -0.06413969397544861, "pred": -0.00020724475325550884, "loss_l2": 0.0041079348884522915, "loss_mape": 0.9992746710777283}}, "203": {"train": {"loss_reduced": -0.06374269723892212, "pred": -0.0002732795546762645, "loss_l2": 0.004032750613987446, "loss_mape": 0.9962543845176697}}, "204": {"train": {"loss_reduced": -0.05800864100456238, "pred": -0.0003183841472491622, "loss_l2": 0.003330230712890625, "loss_mape": 0.9948199391365051}}, "205": {"train": {"loss_reduced": -0.07164216041564941, "pred": -0.0005286501254886389, "loss_l2": 0.005063396412879229, "loss_mape": 0.9932355880737305}, "valid": {"0": {"loss_reduced": -0.08590531349182129, "pred": -7.855168951209635e-05, "valid_loss_l2": 0.007366233039647341, "valid_loss_mape": 0.9990856051445007}}}, "206": {"train": {"loss_reduced": -0.058488547801971436, "pred": -0.00021924878819845617, "loss_l2": 0.0034118895418941975, "loss_mape": 0.9986806511878967}}, "207": {"train": {"loss_reduced": -0.07863688468933105, "pred": -0.00030083765159361064, "loss_l2": 0.006148990243673325, "loss_mape": 0.997184693813324}}, "208": {"train": {"loss_reduced": -0.06711691617965698, "pred": -0.0002653274277690798, "loss_l2": 0.00446714460849762, "loss_mape": 0.995824933052063}}, "209": {"train": {"loss_reduced": -0.060272544622421265, "pred": -0.0003013964742422104, "loss_l2": 0.003601240925490856, "loss_mape": 0.9956496953964233}}, "210": {"train": {"loss_reduced": -0.07390645146369934, "pred": -0.00042842785478569567, "loss_l2": 0.00540980976074934, "loss_mape": 0.9951960444450378}, "valid": {"0": {"loss_reduced": -0.06419450044631958, "pred": -0.000477226305520162, "valid_loss_l2": 0.00405989121645689, "valid_loss_mape": 0.992565929889679}}}, "211": {"train": {"loss_reduced": -0.060942232608795166, "pred": -0.0002493511128704995, "loss_l2": 0.0036762733943760395, "loss_mape": 0.9949139952659607}}, "212": {"train": {"loss_reduced": -0.0729806125164032, "pred": -0.00028795553953386843, "loss_l2": 0.005301852710545063, "loss_mape": 0.997714638710022}}, "213": {"train": {"loss_reduced": -0.0621868371963501, "pred": -0.0004359559970907867, "loss_l2": 0.0038174085784703493, "loss_mape": 0.9935411214828491}}, "214": {"train": {"loss_reduced": -0.07367017865180969, "pred": -0.0002949038171209395, "loss_l2": 0.005394551903009415, "loss_mape": 0.9969789385795593}}, "215": {"train": {"loss_reduced": -0.0662706196308136, "pred": -0.0005204519256949425, "loss_l2": 0.004329599440097809, "loss_mape": 0.9928938746452332}, "valid": {"0": {"loss_reduced": -0.059581875801086426, "pred": -0.0004798925365321338, "valid_loss_l2": 0.003493044525384903, "valid_loss_mape": 0.9919456839561462}}}, "216": {"train": {"loss_reduced": -0.059477299451828, "pred": -0.0003153608995489776, "loss_l2": 0.003502221079543233, "loss_mape": 0.9949941635131836}}, "217": {"train": {"loss_reduced": -0.0728101134300232, "pred": -0.00040869577787816525, "loss_l2": 0.005253049079328775, "loss_mape": 0.9954375624656677}}, "218": {"train": {"loss_reduced": -0.07246911525726318, "pred": -0.0005071494961157441, "loss_l2": 0.005192727781832218, "loss_mape": 0.9943627119064331}}, "219": {"train": {"loss_reduced": -0.056746214628219604, "pred": -0.000501319533213973, "loss_l2": 0.003168203867971897, "loss_mape": 0.991904079914093}}, "220": {"train": {"loss_reduced": -0.07864788174629211, "pred": -0.00016505204257555306, "loss_l2": 0.00618037348613143, "loss_mape": 0.9995864033699036}, "valid": {"0": {"loss_reduced": -0.06653222441673279, "pred": -0.000263714580796659, "valid_loss_l2": 0.004391515627503395, "valid_loss_mape": 0.9960362911224365}}}, "221": {"train": {"loss_reduced": -0.06215769052505493, "pred": -0.0005002422258257866, "loss_l2": 0.0038086804561316967, "loss_mape": 0.992870032787323}}, "222": {"train": {"loss_reduced": -0.05343484878540039, "pred": -0.0003977617889177054, "loss_l2": 0.002818270353600383, "loss_mape": 0.9934974312782288}}, "223": {"train": {"loss_reduced": -0.06307265162467957, "pred": -0.00041629563202150166, "loss_l2": 0.003941854927688837, "loss_mape": 0.995426595211029}}, "224": {"train": {"loss_reduced": -0.08244350552558899, "pred": -0.0006343477871268988, "loss_l2": 0.006704449653625488, "loss_mape": 0.9931734800338745}}, "225": {"train": {"loss_reduced": -0.08070817589759827, "pred": -8.639054431114346e-05, "loss_l2": 0.006516425870358944, "loss_mape": 1.0002007484436035}, "valid": {"0": {"loss_reduced": -0.06567472219467163, "pred": -0.0005033850902691483, "valid_loss_l2": 0.004247303586453199, "valid_loss_mape": 0.9923352003097534}}}, "226": {"train": {"loss_reduced": -0.06703126430511475, "pred": -0.0005195498233661056, "loss_l2": 0.00442292308434844, "loss_mape": 0.9921498894691467}}, "227": {"train": {"loss_reduced": -0.06677934527397156, "pred": -0.0005247120861895382, "loss_l2": 0.004403038881719112, "loss_mape": 0.9936515688896179}}, "228": {"train": {"loss_reduced": -0.0762624740600586, "pred": -0.0006142024067230523, "loss_l2": 0.005739822518080473, "loss_mape": 0.9934324622154236}}, "229": {"train": {"loss_reduced": -0.06248319149017334, "pred": -0.0005089790793135762, "loss_l2": 0.003844717750325799, "loss_mape": 0.9923595190048218}}, "230": {"train": {"loss_reduced": -0.06561121344566345, "pred": -0.0005598898860625923, "loss_l2": 0.004230607766658068, "loss_mape": 0.9913415312767029}, "valid": {"0": {"loss_reduced": -0.05442801117897034, "pred": -0.00024753776961006224, "valid_loss_l2": 0.002935523632913828, "valid_loss_mape": 0.9954519867897034}}}, "231": {"train": {"loss_reduced": -0.0653611421585083, "pred": -0.0005247994558885694, "loss_l2": 0.004203477408736944, "loss_mape": 0.9919384717941284}}, "232": {"train": {"loss_reduced": -0.07481393218040466, "pred": -0.0005738891777582467, "loss_l2": 0.0055314828641712666, "loss_mape": 0.9941188097000122}}, "233": {"train": {"loss_reduced": -0.055306464433670044, "pred": -0.0007697681430727243, "loss_l2": 0.0029824990779161453, "loss_mape": 0.9874480366706848}}, "234": {"train": {"loss_reduced": -0.06602209806442261, "pred": -0.0005749475094489753, "loss_l2": 0.004285696893930435, "loss_mape": 0.991565465927124}}, "235": {"train": {"loss_reduced": -0.06869664788246155, "pred": -0.00031724385917186737, "loss_l2": 0.004675573669373989, "loss_mape": 0.9953639507293701}, "valid": {"0": {"loss_reduced": -0.07457080483436584, "pred": -0.0006391857750713825, "valid_loss_l2": 0.005465884227305651, "valid_loss_mape": 0.9914284944534302}}}, "236": {"train": {"loss_reduced": -0.06695383787155151, "pred": -0.0009035166003741324, "loss_l2": 0.004393479786813259, "loss_mape": 0.9899855256080627}}, "237": {"train": {"loss_reduced": -0.06520208716392517, "pred": -0.0006487956852652133, "loss_l2": 0.004160911776125431, "loss_mape": 0.9893108010292053}}, "238": {"train": {"loss_reduced": -0.06874701380729675, "pred": -0.0004552378668449819, "loss_l2": 0.004691923037171364, "loss_mape": 0.9963722229003906}}, "239": {"train": {"loss_reduced": -0.06337380409240723, "pred": -0.0006829413468949497, "loss_l2": 0.003944603260606527, "loss_mape": 0.9910416007041931}}, "240": {"train": {"loss_reduced": -0.06705409288406372, "pred": -0.0006106096552684903, "loss_l2": 0.004417645279318094, "loss_mape": 0.9912201762199402}, "valid": {"0": {"loss_reduced": -0.07021915912628174, "pred": -0.00035074102925136685, "valid_loss_l2": 0.004881595727056265, "valid_loss_mape": 0.9950050115585327}}}, "241": {"train": {"loss_reduced": -0.0739997923374176, "pred": -0.0005382206873036921, "loss_l2": 0.005387887824326754, "loss_mape": 0.9919248819351196}}, "242": {"train": {"loss_reduced": -0.06303474307060242, "pred": -0.0005723614012822509, "loss_l2": 0.003924922086298466, "loss_mape": 0.9938836097717285}}, "243": {"train": {"loss_reduced": -0.05492293834686279, "pred": -0.0010254159569740295, "loss_l2": 0.00291153765283525, "loss_mape": 0.9824431538581848}}, "244": {"train": {"loss_reduced": -0.07624882459640503, "pred": -0.0008897524094209075, "loss_l2": 0.005683935713022947, "loss_mape": 0.9887612462043762}}, "245": {"train": {"loss_reduced": -0.05233490467071533, "pred": -0.0008097831741906703, "loss_l2": 0.0026605825405567884, "loss_mape": 0.985591471195221}, "valid": {"0": {"loss_reduced": -0.07406365871429443, "pred": -0.0004973614122718573, "valid_loss_l2": 0.005411999765783548, "valid_loss_mape": 0.9932846426963806}}}, "246": {"train": {"loss_reduced": -0.07429429888725281, "pred": -0.0008085292065516114, "loss_l2": 0.005395536310970783, "loss_mape": 0.9886938333511353}}, "247": {"train": {"loss_reduced": -0.060468584299087524, "pred": -0.0009413202642463148, "loss_l2": 0.003558153985068202, "loss_mape": 0.9864670038223267}}, "248": {"train": {"loss_reduced": -0.06599768996238708, "pred": -0.0008645128109492362, "loss_l2": 0.004248383454978466, "loss_mape": 0.9876046180725098}}, "249": {"train": {"loss_reduced": -0.06874960660934448, "pred": -0.0010622476693242788, "loss_l2": 0.0045920200645923615, "loss_mape": 0.9856703281402588}}, "250": {"train": {"loss_reduced": -0.0436495840549469, "pred": -0.00102335587143898, "loss_l2": 0.0018204463412985206, "loss_mape": 0.9774821400642395}, "valid": {"0": {"loss_reduced": -0.07841145992279053, "pred": 0.000396095187170431, "valid_loss_l2": 0.006210630759596825, "valid_loss_mape": 1.0050514936447144}}}}
|