Upload res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_2/step_98/pred_target.json with huggingface_hub
Browse files
res_CIFAR2_32_lr5e-06_ep50_bs2048_attr_ckpts/md_2/step_98/pred_target.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"1": {"train": {"loss_reduced": -0.001276317983865738, "pred": 0.8870295286178589, "loss_l2": 0.831529974937439, "loss_mape": 714.4635009765625}}, "2": {"train": {"loss_reduced": -0.0018449267372488976, "pred": 0.8644756078720093, "loss_l2": 0.7916454076766968, "loss_mape": 482.2655334472656}}, "3": {"train": {"loss_reduced": -0.0017543630674481392, "pred": 0.8429795503616333, "loss_l2": 0.7531415224075317, "loss_mape": 494.6736755371094}}, "4": {"train": {"loss_reduced": -0.0006824526935815811, "pred": 0.8212411999702454, "loss_l2": 0.7138797044754028, "loss_mape": 1238.0550537109375}}, "5": {"train": {"loss_reduced": -0.002245859242975712, "pred": 0.7998313307762146, "loss_l2": 0.6802921891212463, "loss_mape": 367.2528991699219}, "valid": {"0": {"loss_reduced": -0.0017198845744132996, "pred": 0.7991471290588379, "valid_loss_l2": 0.6413879990577698, "valid_loss_mape": 465.651611328125}}}, "6": {"train": {"loss_reduced": -0.001625988632440567, "pred": 0.7771674990653992, "loss_l2": 0.6432185769081116, "loss_mape": 493.2439880371094}}, "7": {"train": {"loss_reduced": -0.0015757456421852112, "pred": 0.7502826452255249, "loss_l2": 0.6000640392303467, "loss_mape": 491.6009216308594}}, "8": {"train": {"loss_reduced": -0.0016405032947659492, "pred": 0.7281380891799927, "loss_l2": 0.5658562183380127, "loss_mape": 458.53863525390625}}, "9": {"train": {"loss_reduced": -0.001006290316581726, "pred": 0.7050553560256958, "loss_l2": 0.5303186774253845, "loss_mape": 723.6776733398438}}, "10": {"train": {"loss_reduced": -0.0018962360918521881, "pred": 0.6865195631980896, "loss_l2": 0.5043908953666687, "loss_mape": 374.5339660644531}, "valid": {"0": {"loss_reduced": -0.0014074919745326042, "pred": 0.6863083839416504, "valid_loss_l2": 0.4729531407356262, "valid_loss_mape": 488.6108703613281}}}, "11": {"train": {"loss_reduced": -0.0011864155530929565, "pred": 0.6622463464736938, "loss_l2": 0.46975642442703247, "loss_mape": 577.6962280273438}}, "12": {"train": {"loss_reduced": -0.0017352160066366196, "pred": 0.6426774263381958, "loss_l2": 0.44341516494750977, "loss_mape": 383.7529602050781}}, "13": {"train": {"loss_reduced": -0.0013008937239646912, "pred": 0.6223019361495972, "loss_l2": 0.4155410826206207, "loss_mape": 495.5245361328125}}, "14": {"train": {"loss_reduced": -0.0015840083360671997, "pred": 0.5998213291168213, "loss_l2": 0.38680413365364075, "loss_mape": 392.6341552734375}}, "15": {"train": {"loss_reduced": -0.0020979754626750946, "pred": 0.5805590748786926, "loss_l2": 0.3631347715854645, "loss_mape": 287.2324523925781}, "valid": {"0": {"loss_reduced": -0.0013304948806762695, "pred": 0.5828312635421753, "valid_loss_l2": 0.34124496579170227, "valid_loss_mape": 439.0559997558594}}}, "16": {"train": {"loss_reduced": -0.001782730221748352, "pred": 0.5622417330741882, "loss_l2": 0.3411411941051483, "loss_mape": 327.62835693359375}}, "17": {"train": {"loss_reduced": -0.001458064652979374, "pred": 0.5403467416763306, "loss_l2": 0.3151182234287262, "loss_mape": 384.99932861328125}}, "18": {"train": {"loss_reduced": -0.001452346332371235, "pred": 0.5230383276939392, "loss_l2": 0.295263409614563, "loss_mape": 374.1404113769531}}, "19": {"train": {"loss_reduced": -0.0011882055550813675, "pred": 0.5036059021949768, "loss_l2": 0.27373236417770386, "loss_mape": 440.3231201171875}}, "20": {"train": {"loss_reduced": -0.0010619768872857094, "pred": 0.4913998246192932, "loss_l2": 0.26040777564048767, "loss_mape": 480.5204772949219}, "valid": {"0": {"loss_reduced": -0.0020143608562648296, "pred": 0.48292115330696106, "valid_loss_l2": 0.23516246676445007, "valid_loss_mape": 240.73915100097656}}}, "21": {"train": {"loss_reduced": -0.0016291271895170212, "pred": 0.469014972448349, "loss_l2": 0.23870891332626343, "loss_mape": 299.9019775390625}}, "22": {"train": {"loss_reduced": -0.0015488732606172562, "pred": 0.451587975025177, "loss_l2": 0.2213018834590912, "loss_mape": 303.7222900390625}}, "23": {"train": {"loss_reduced": -0.002022569067776203, "pred": 0.4367031455039978, "loss_l2": 0.20746102929115295, "loss_mape": 225.1981964111328}}, "24": {"train": {"loss_reduced": -0.0013274792581796646, "pred": 0.4168584942817688, "loss_l2": 0.18864382803440094, "loss_mape": 327.18511962890625}}, "25": {"train": {"loss_reduced": 0.00030534714460372925, "pred": 0.4006326496601105, "loss_l2": 0.17291539907455444, "loss_mape": 1361.8302001953125}, "valid": {"0": {"loss_reduced": -0.0017947126179933548, "pred": 0.40536952018737793, "valid_loss_l2": 0.16578271985054016, "valid_loss_mape": 226.8687744140625}}}, "26": {"train": {"loss_reduced": -0.0010269368067383766, "pred": 0.38882142305374146, "loss_l2": 0.16440075635910034, "loss_mape": 394.8282165527344}}, "27": {"train": {"loss_reduced": -0.0011667944490909576, "pred": 0.37019452452659607, "loss_l2": 0.14929796755313873, "loss_mape": 331.1559753417969}}, "28": {"train": {"loss_reduced": -0.001941959373652935, "pred": 0.35573655366897583, "loss_l2": 0.13848677277565002, "loss_mape": 191.63021850585938}}, "29": {"train": {"loss_reduced": -0.0014980360865592957, "pred": 0.3482002913951874, "loss_l2": 0.1322985738515854, "loss_mape": 242.80369567871094}}, "30": {"train": {"loss_reduced": -0.0020629260689020157, "pred": 0.32965928316116333, "loss_l2": 0.11916806548833847, "loss_mape": 167.33865356445312}, "valid": {"0": {"loss_reduced": -0.0017127171158790588, "pred": 0.3317173719406128, "valid_loss_l2": 0.11117561906576157, "valid_loss_mape": 194.67901611328125}}}, "31": {"train": {"loss_reduced": -0.0014266232028603554, "pred": 0.3185558021068573, "loss_l2": 0.11116474866867065, "loss_mape": 233.7083740234375}}, "32": {"train": {"loss_reduced": -0.0015100762248039246, "pred": 0.30642300844192505, "loss_l2": 0.10293909162282944, "loss_mape": 212.46690368652344}}, "33": {"train": {"loss_reduced": -0.0015103933401405811, "pred": 0.2908158600330353, "loss_l2": 0.09285274147987366, "loss_mape": 201.74710083007812}}, "34": {"train": {"loss_reduced": -0.001590849831700325, "pred": 0.28101152181625366, "loss_l2": 0.08673452585935593, "loss_mape": 185.12574768066406}}, "35": {"train": {"loss_reduced": -0.0017828326672315598, "pred": 0.26857027411460876, "loss_l2": 0.07933767139911652, "loss_mape": 157.98983764648438}, "valid": {"0": {"loss_reduced": -0.0011112019419670105, "pred": 0.2664010524749756, "valid_loss_l2": 0.07156281173229218, "valid_loss_mape": 240.74134826660156}}}, "36": {"train": {"loss_reduced": -0.0015780199319124222, "pred": 0.2593255341053009, "loss_l2": 0.07413610816001892, "loss_mape": 172.54501342773438}}, "37": {"train": {"loss_reduced": -0.0014183875173330307, "pred": 0.24521124362945557, "loss_l2": 0.06627140939235687, "loss_mape": 181.49647521972656}}, "38": {"train": {"loss_reduced": -0.0009253695607185364, "pred": 0.23577836155891418, "loss_l2": 0.061035022139549255, "loss_mape": 266.977294921875}}, "39": {"train": {"loss_reduced": -0.0022321315482258797, "pred": 0.23007726669311523, "loss_l2": 0.05874241888523102, "loss_mape": 108.58157348632812}}, "40": {"train": {"loss_reduced": -0.0012898128479719162, "pred": 0.21244224905967712, "loss_l2": 0.04979465901851654, "loss_mape": 173.0074005126953}, "valid": {"0": {"loss_reduced": -0.0012720553204417229, "pred": 0.2174680531024933, "valid_loss_l2": 0.04784723371267319, "valid_loss_mape": 171.9580078125}}}, "41": {"train": {"loss_reduced": -0.0018112417310476303, "pred": 0.2104116678237915, "loss_l2": 0.049151524901390076, "loss_mape": 122.40300750732422}}, "42": {"train": {"loss_reduced": -0.0008374061435461044, "pred": 0.19857332110404968, "loss_l2": 0.043433550745248795, "loss_mape": 248.87228393554688}}, "43": {"train": {"loss_reduced": -0.0014314036816358566, "pred": 0.1905684620141983, "loss_l2": 0.04024725407361984, "loss_mape": 140.15415954589844}}, "44": {"train": {"loss_reduced": -0.0017012953758239746, "pred": 0.18117323517799377, "loss_l2": 0.03647688031196594, "loss_mape": 112.26105499267578}}, "45": {"train": {"loss_reduced": -0.0009314054623246193, "pred": 0.1695302128791809, "loss_l2": 0.03170161694288254, "loss_mape": 191.1621551513672}, "valid": {"0": {"loss_reduced": -0.0023246677592396736, "pred": 0.17592406272888184, "valid_loss_l2": 0.03177260980010033, "valid_loss_mape": 76.67707824707031}}}, "46": {"train": {"loss_reduced": -0.001786690205335617, "pred": 0.16712942719459534, "loss_l2": 0.031222166493535042, "loss_mape": 98.89680480957031}}, "47": {"train": {"loss_reduced": -0.0015473868697881699, "pred": 0.1581810712814331, "loss_l2": 0.027896011248230934, "loss_mape": 107.93744659423828}}, "48": {"train": {"loss_reduced": -0.0016833683475852013, "pred": 0.15210840106010437, "loss_l2": 0.025864267721772194, "loss_mape": 95.53685760498047}}, "49": {"train": {"loss_reduced": -0.001151791773736477, "pred": 0.1465270221233368, "loss_l2": 0.02384219691157341, "loss_mape": 134.0599822998047}}, "50": {"train": {"loss_reduced": -0.0014374624006450176, "pred": 0.14289532601833344, "loss_l2": 0.022745855152606964, "loss_mape": 104.91912078857422}, "valid": {"0": {"loss_reduced": -0.0011213626712560654, "pred": 0.13690082728862762, "valid_loss_l2": 0.019050123170018196, "valid_loss_mape": 123.08434295654297}}}, "51": {"train": {"loss_reduced": -0.0016031530685722828, "pred": 0.13064444065093994, "loss_l2": 0.019180625677108765, "loss_mape": 86.38858795166016}}, "52": {"train": {"loss_reduced": -0.001179177314043045, "pred": 0.12747874855995178, "loss_l2": 0.018140360713005066, "loss_mape": 114.22044372558594}}, "53": {"train": {"loss_reduced": -0.0017872760072350502, "pred": 0.1224462017416954, "loss_l2": 0.016888951882719994, "loss_mape": 72.71260833740234}}, "54": {"train": {"loss_reduced": -0.001576281152665615, "pred": 0.11798900365829468, "loss_l2": 0.015630852431058884, "loss_mape": 79.31542205810547}}, "55": {"train": {"loss_reduced": -0.001736307516694069, "pred": 0.11067338287830353, "loss_l2": 0.013820545747876167, "loss_mape": 67.7073745727539}, "valid": {"0": {"loss_reduced": -0.0009277248755097389, "pred": 0.10922117531299591, "valid_loss_l2": 0.012132779695093632, "valid_loss_mape": 118.73013305664062}}}, "56": {"train": {"loss_reduced": -0.0017024986445903778, "pred": 0.10460241883993149, "loss_l2": 0.012394903227686882, "loss_mape": 65.3935317993164}}, "57": {"train": {"loss_reduced": -0.0015744315460324287, "pred": 0.10125777870416641, "loss_l2": 0.011597025208175182, "loss_mape": 68.39896392822266}}, "58": {"train": {"loss_reduced": -0.0017384150996804237, "pred": 0.0979514867067337, "loss_l2": 0.010883641429245472, "loss_mape": 60.01137924194336}}, "59": {"train": {"loss_reduced": -0.0008181799203157425, "pred": 0.09086358547210693, "loss_l2": 0.009210236370563507, "loss_mape": 117.29690551757812}}, "60": {"train": {"loss_reduced": -0.0013677263632416725, "pred": 0.08766328543424606, "loss_l2": 0.008670356124639511, "loss_mape": 68.0799560546875}, "valid": {"0": {"loss_reduced": -0.0018652528524398804, "pred": 0.08948840945959091, "valid_loss_l2": 0.008345491252839565, "valid_loss_mape": 48.976558685302734}}}, "61": {"train": {"loss_reduced": -0.001634359359741211, "pred": 0.08330609649419785, "loss_l2": 0.007922491058707237, "loss_mape": 54.46071243286133}}, "62": {"train": {"loss_reduced": -0.0017030127346515656, "pred": 0.08070293068885803, "loss_l2": 0.007448752410709858, "loss_mape": 50.67851257324219}}, "63": {"train": {"loss_reduced": -0.0009716115891933441, "pred": 0.07512451708316803, "loss_l2": 0.006352880038321018, "loss_mape": 82.03376007080078}}, "64": {"train": {"loss_reduced": -0.0016818996518850327, "pred": 0.07428537309169769, "loss_l2": 0.006319621577858925, "loss_mape": 47.26563262939453}}, "65": {"train": {"loss_reduced": -0.0011859489604830742, "pred": 0.07060308754444122, "loss_l2": 0.0056455726735293865, "loss_mape": 63.35603713989258}, "valid": {"0": {"loss_reduced": -0.0016898689791560173, "pred": 0.06881226599216461, "valid_loss_l2": 0.004970550537109375, "valid_loss_mape": 41.72047424316406}}}, "66": {"train": {"loss_reduced": -0.0019280491396784782, "pred": 0.06621650606393814, "loss_l2": 0.005099083762615919, "loss_mape": 37.03633117675781}}, "67": {"train": {"loss_reduced": -0.0014114826917648315, "pred": 0.06331481039524078, "loss_l2": 0.004601855296641588, "loss_mape": 48.060794830322266}}, "68": {"train": {"loss_reduced": -0.0016782581806182861, "pred": 0.059927377849817276, "loss_l2": 0.00416463240981102, "loss_mape": 38.45294189453125}}, "69": {"train": {"loss_reduced": -0.0008805934339761734, "pred": 0.05681358277797699, "loss_l2": 0.0036537416744977236, "loss_mape": 68.64256286621094}}, "70": {"train": {"loss_reduced": -0.0014759944751858711, "pred": 0.05574709177017212, "loss_l2": 0.003591169137507677, "loss_mape": 40.600669860839844}, "valid": {"0": {"loss_reduced": -0.001644953154027462, "pred": 0.0566367469727993, "valid_loss_l2": 0.003396756714209914, "valid_loss_mape": 35.43061447143555}}}, "71": {"train": {"loss_reduced": -0.0017135469242930412, "pred": 0.05266305059194565, "loss_l2": 0.0032508387230336666, "loss_mape": 33.273746490478516}}, "72": {"train": {"loss_reduced": -0.001534310169517994, "pred": 0.049355365335941315, "loss_l2": 0.0028483117930591106, "loss_mape": 34.784088134765625}}, "73": {"train": {"loss_reduced": -0.0015086093917489052, "pred": 0.04749275743961334, "loss_l2": 0.002638566307723522, "loss_mape": 34.04922103881836}}, "74": {"train": {"loss_reduced": -0.0014071473851799965, "pred": 0.04479774832725525, "loss_l2": 0.002346541965380311, "loss_mape": 34.425048828125}}, "75": {"train": {"loss_reduced": -0.0014810031279921532, "pred": 0.043999239802360535, "loss_l2": 0.002270418917760253, "loss_mape": 32.173404693603516}, "valid": {"0": {"loss_reduced": -0.0010976959019899368, "pred": 0.04319162294268608, "valid_loss_l2": 0.0019615439232438803, "valid_loss_mape": 40.347530364990234}}}, "76": {"train": {"loss_reduced": -0.0011992184445261955, "pred": 0.04028577357530594, "loss_l2": 0.0018990689422935247, "loss_mape": 36.338924407958984}}, "77": {"train": {"loss_reduced": -0.0018717758357524872, "pred": 0.03908941149711609, "loss_l2": 0.0018473095260560513, "loss_mape": 22.962331771850586}}, "78": {"train": {"loss_reduced": -0.0016671931371092796, "pred": 0.03794652596116066, "loss_l2": 0.00172754458617419, "loss_mape": 24.930370330810547}}, "79": {"train": {"loss_reduced": -0.0013617351651191711, "pred": 0.03494950756430626, "loss_l2": 0.0014522732235491276, "loss_mape": 27.98539924621582}}, "80": {"train": {"loss_reduced": -0.0017023952677845955, "pred": 0.03262688219547272, "loss_l2": 0.0012964926427230239, "loss_mape": 21.150693893432617}, "valid": {"0": {"loss_reduced": -0.0010492620058357716, "pred": 0.034463897347450256, "valid_loss_l2": 0.0012611844576895237, "valid_loss_mape": 33.84584426879883}}}, "81": {"train": {"loss_reduced": -0.0018839240074157715, "pred": 0.032192446291446686, "loss_l2": 0.001281503587961197, "loss_mape": 19.00187873840332}}, "82": {"train": {"loss_reduced": -0.0014447723515331745, "pred": 0.030219407752156258, "loss_l2": 0.0011070213513448834, "loss_mape": 23.029186248779297}}, "83": {"train": {"loss_reduced": -0.001332954503595829, "pred": 0.028826169669628143, "loss_l2": 0.0010051465360447764, "loss_mape": 23.784791946411133}}, "84": {"train": {"loss_reduced": -0.0017522899433970451, "pred": 0.02697640284895897, "loss_l2": 0.0009102044859901071, "loss_mape": 17.217239379882812}}, "85": {"train": {"loss_reduced": -9.012967348098755e-05, "pred": 0.0262043047696352, "loss_l2": 0.0007669597980566323, "loss_mape": 307.2688293457031}, "valid": {"0": {"loss_reduced": -0.0017088623717427254, "pred": 0.02541101910173893, "valid_loss_l2": 0.0007354880217462778, "valid_loss_mape": 15.870138168334961}}}, "86": {"train": {"loss_reduced": -0.0014859549701213837, "pred": 0.024423828348517418, "loss_l2": 0.0007446894887834787, "loss_mape": 18.364620208740234}}, "87": {"train": {"loss_reduced": -0.0013081720098853111, "pred": 0.023515477776527405, "loss_l2": 0.0006835522362962365, "loss_mape": 19.985774993896484}}, "88": {"train": {"loss_reduced": -0.0012517580762505531, "pred": 0.021825896576046944, "loss_l2": 0.0005913612549193203, "loss_mape": 19.427013397216797}}, "89": {"train": {"loss_reduced": -0.0017395596951246262, "pred": 0.02071312628686428, "loss_l2": 0.0005585372564382851, "loss_mape": 13.585847854614258}}, "90": {"train": {"loss_reduced": -0.0019449545070528984, "pred": 0.019472327083349228, "loss_l2": 0.0005077028181403875, "loss_mape": 11.584981918334961}, "valid": {"0": {"loss_reduced": -0.0014973124489188194, "pred": 0.019689826294779778, "valid_loss_l2": 0.0004488948034122586, "valid_loss_mape": 14.150111198425293}}}, "91": {"train": {"loss_reduced": -0.00103857833892107, "pred": 0.01859404146671295, "loss_l2": 0.00043049175292253494, "loss_mape": 19.97759246826172}}, "92": {"train": {"loss_reduced": -0.0011364463716745377, "pred": 0.017192311584949493, "loss_l2": 0.00037542375503107905, "loss_mape": 17.049510955810547}}, "93": {"train": {"loss_reduced": -0.0013081757351756096, "pred": 0.016583187505602837, "loss_l2": 0.0003577024326659739, "loss_mape": 14.457555770874023}}, "94": {"train": {"loss_reduced": -0.0016793143004179, "pred": 0.01579754613339901, "loss_l2": 0.0003404357412364334, "loss_mape": 10.987163543701172}}, "95": {"train": {"loss_reduced": -0.0017635943368077278, "pred": 0.014271840453147888, "loss_l2": 0.00028652025503106415, "loss_mape": 9.597960472106934}, "valid": {"0": {"loss_reduced": -0.0029196208342909813, "pred": 0.014641523361206055, "valid_loss_l2": 0.0003083938208874315, "valid_loss_mape": 6.014871597290039}}}, "96": {"train": {"loss_reduced": -0.0018489500507712364, "pred": 0.013379369862377644, "loss_l2": 0.0002597962156869471, "loss_mape": 8.717485427856445}}, "97": {"train": {"loss_reduced": -0.0012742234393954277, "pred": 0.01256168819963932, "loss_l2": 0.0002155573311029002, "loss_mape": 11.522211074829102}}, "98": {"train": {"loss_reduced": -0.0015989821404218674, "pred": 0.01238582655787468, "loss_l2": 0.00021956746059004217, "loss_mape": 9.2670259475708}}, "99": {"train": {"loss_reduced": -0.0016287947073578835, "pred": 0.011278579942882061, "loss_l2": 0.0001869605330284685, "loss_mape": 8.394766807556152}}, "100": {"train": {"loss_reduced": -0.0007040565833449364, "pred": 0.011071279644966125, "loss_l2": 0.00015690377040300518, "loss_mape": 17.791358947753906}, "valid": {"0": {"loss_reduced": -0.001341814175248146, "pred": 0.010918028652668, "valid_loss_l2": 0.0001503037492511794, "valid_loss_mape": 9.13676643371582}}}, "101": {"train": {"loss_reduced": -0.0012171901762485504, "pred": 0.010067924857139587, "loss_l2": 0.0001445023954147473, "loss_mape": 9.875954627990723}}, "102": {"train": {"loss_reduced": -0.0014318907633423805, "pred": 0.009205334819853306, "loss_l2": 0.0001282194716623053, "loss_mape": 7.908008098602295}}, "103": {"train": {"loss_reduced": -0.0013838522136211395, "pred": 0.008072501048445702, "loss_l2": 0.00010158553050132468, "loss_mape": 7.283266544342041}}, "104": {"train": {"loss_reduced": -0.001637263223528862, "pred": 0.008088096044957638, "loss_l2": 0.00010671649943105876, "loss_mape": 6.309534072875977}}, "105": {"train": {"loss_reduced": -0.0018425080925226212, "pred": 0.0077347224578261375, "loss_l2": 0.00010330387158319354, "loss_mape": 5.516313076019287}, "valid": {"0": {"loss_reduced": -0.0018161339685320854, "pred": 0.0074800895527005196, "valid_loss_l2": 8.641977183287963e-05, "valid_loss_mape": 5.118688106536865}}}, "106": {"train": {"loss_reduced": -0.0018677553161978722, "pred": 0.00654651178047061, "loss_l2": 8.041709224926308e-05, "loss_mape": 4.801248550415039}}, "107": {"train": {"loss_reduced": -0.0014728019014000893, "pred": 0.006562327034771442, "loss_l2": 7.374224514933303e-05, "loss_mape": 5.830607891082764}}, "108": {"train": {"loss_reduced": -0.0018124617636203766, "pred": 0.00582937803119421, "loss_l2": 6.625753303524107e-05, "loss_mape": 4.491059303283691}}, "109": {"train": {"loss_reduced": -0.0009149415418505669, "pred": 0.005380772054195404, "loss_l2": 4.5699194743065163e-05, "loss_mape": 7.388579368591309}}, "110": {"train": {"loss_reduced": -0.001272927038371563, "pred": 0.004766801372170448, "loss_l2": 4.175586946075782e-05, "loss_mape": 5.076393127441406}, "valid": {"0": {"loss_reduced": -0.001461728010326624, "pred": 0.0050823865458369255, "valid_loss_l2": 4.2825435230042785e-05, "valid_loss_mape": 4.476971626281738}}}, "111": {"train": {"loss_reduced": -0.0015130983665585518, "pred": 0.004584541544318199, "loss_l2": 4.2755771573865786e-05, "loss_mape": 4.3214569091796875}}, "112": {"train": {"loss_reduced": -0.0016336161643266678, "pred": 0.004046438727527857, "loss_l2": 3.71284295397345e-05, "loss_mape": 3.729952096939087}}, "113": {"train": {"loss_reduced": -0.0014130063354969025, "pred": 0.0037914873100817204, "loss_l2": 3.116998777841218e-05, "loss_mape": 3.9511561393737793}}, "114": {"train": {"loss_reduced": -0.0016682175919413567, "pred": 0.0033607911318540573, "loss_l2": 2.8890817702631466e-05, "loss_mape": 3.222012519836426}}, "115": {"train": {"loss_reduced": -0.0004104003310203552, "pred": 0.0029038507491350174, "loss_l2": 1.3143500837031752e-05, "loss_mape": 8.833805084228516}, "valid": {"0": {"loss_reduced": -0.001831010915338993, "pred": 0.0031120365019887686, "valid_loss_l2": 2.4433720682282e-05, "valid_loss_mape": 2.699627637863159}}}, "116": {"train": {"loss_reduced": -0.0010796794667840004, "pred": 0.002694516908377409, "loss_l2": 1.6740101273171604e-05, "loss_mape": 3.789519786834717}}, "117": {"train": {"loss_reduced": -0.0017841430380940437, "pred": 0.002400909550487995, "loss_l2": 2.0108529497520067e-05, "loss_mape": 2.5133934020996094}}, "118": {"train": {"loss_reduced": -0.0017456598579883575, "pred": 0.0021565777715295553, "loss_l2": 1.7486652723164298e-05, "loss_mape": 2.395486354827881}}, "119": {"train": {"loss_reduced": -0.001364581286907196, "pred": 0.002042147098109126, "loss_l2": 1.3459232832246926e-05, "loss_mape": 2.688504219055176}}, "120": {"train": {"loss_reduced": -0.000903385691344738, "pred": 0.001612357678823173, "loss_l2": 7.4773347478185315e-06, "loss_mape": 3.0269148349761963}, "valid": {"0": {"loss_reduced": -0.0019526220858097076, "pred": 0.0018837163224816322, "valid_loss_l2": 1.471749237680342e-05, "valid_loss_mape": 1.9647111892700195}}}, "121": {"train": {"loss_reduced": -0.0019593704491853714, "pred": 0.001484912820160389, "loss_l2": 1.342520317848539e-05, "loss_mape": 1.8700097799301147}}, "122": {"train": {"loss_reduced": -0.001625042874366045, "pred": 0.001309248385950923, "loss_l2": 9.916320777847432e-06, "loss_mape": 1.9378067255020142}}, "123": {"train": {"loss_reduced": -0.001794029027223587, "pred": 0.0011346328537911177, "loss_l2": 9.77003037405666e-06, "loss_mape": 1.7422821521759033}}, "124": {"train": {"loss_reduced": -0.000720607116818428, "pred": 0.0009425522293895483, "loss_l2": 3.264134193159407e-06, "loss_mape": 2.5071797370910645}}, "125": {"train": {"loss_reduced": -0.0005452092736959457, "pred": 0.0008416739874519408, "loss_l2": 2.323547278137994e-06, "loss_mape": 2.7958412170410156}, "valid": {"0": {"loss_reduced": -0.0019860519096255302, "pred": 0.0008820457733236253, "valid_loss_l2": 8.225984856835566e-06, "valid_loss_mape": 1.4441202878952026}}}, "126": {"train": {"loss_reduced": -0.0015506520867347717, "pred": 0.0006380864069797099, "loss_l2": 5.418487035058206e-06, "loss_mape": 1.5011519193649292}}, "127": {"train": {"loss_reduced": -0.0012868745252490044, "pred": 0.0006380191189236939, "loss_l2": 4.263254140823847e-06, "loss_mape": 1.6044803857803345}}, "128": {"train": {"loss_reduced": -0.0013255327939987183, "pred": 0.0004873221041634679, "loss_l2": 3.7135434922674904e-06, "loss_mape": 1.4537969827651978}}, "129": {"train": {"loss_reduced": -0.001775690820068121, "pred": 0.0003905310295522213, "loss_l2": 5.113827683089767e-06, "loss_mape": 1.27351975440979}}, "130": {"train": {"loss_reduced": -0.0018522553145885468, "pred": 0.00033625130890868604, "loss_l2": 5.191577201912878e-06, "loss_mape": 1.23012375831604}, "valid": {"0": {"loss_reduced": -0.001258249394595623, "pred": 0.00035461847437545657, "valid_loss_l2": 2.6013428851001663e-06, "valid_loss_mape": 1.2818348407745361}}}, "131": {"train": {"loss_reduced": -0.0014271298423409462, "pred": 0.0002807183482218534, "loss_l2": 3.1216632123687305e-06, "loss_mape": 1.2380253076553345}}, "132": {"train": {"loss_reduced": -0.00192339438945055, "pred": 0.0001826214138418436, "loss_l2": 4.80670723845833e-06, "loss_mape": 1.1398704051971436}}, "133": {"train": {"loss_reduced": -0.0017139408737421036, "pred": 0.00013311706425156444, "loss_l2": 3.5841546832671156e-06, "loss_mape": 1.1045808792114258}}, "134": {"train": {"loss_reduced": -0.0015787212178111076, "pred": 0.00010888747056014836, "loss_l2": 3.012715751538053e-06, "loss_mape": 1.0994453430175781}}, "135": {"train": {"loss_reduced": -0.0009484952315688133, "pred": 5.6730197684373707e-05, "loss_l2": 1.0709702564781765e-06, "loss_mape": 1.0910723209381104}, "valid": {"0": {"loss_reduced": -0.0005458062514662743, "pred": 6.170826964080334e-05, "valid_loss_l2": 3.690738878958655e-07, "valid_loss_mape": 1.1130589246749878}}}, "136": {"train": {"loss_reduced": -0.0018057720735669136, "pred": 7.944235403556377e-05, "loss_l2": 3.5143152672389988e-06, "loss_mape": 1.0381436347961426}}, "137": {"train": {"loss_reduced": -0.0008888132870197296, "pred": 6.725225830450654e-05, "loss_l2": 9.944399153027916e-07, "loss_mape": 1.1219635009765625}}, "138": {"train": {"loss_reduced": -0.0016536684706807137, "pred": 3.5391608435020316e-06, "loss_l2": 2.9034756607870804e-06, "loss_mape": 1.0304113626480103}}, "139": {"train": {"loss_reduced": -0.0017730309627950191, "pred": 2.253716957056895e-05, "loss_l2": 3.276092911619344e-06, "loss_mape": 1.0208497047424316}}, "140": {"train": {"loss_reduced": -0.00122908316552639, "pred": 4.409814573591575e-05, "loss_l2": 1.6072796142907464e-06, "loss_mape": 1.0314886569976807}, "valid": {"0": {"loss_reduced": -0.0013879509642720222, "pred": 4.222723509883508e-05, "valid_loss_l2": 2.045409701167955e-06, "valid_loss_mape": 1.0304241180419922}}}, "141": {"train": {"loss_reduced": -0.0013210978358983994, "pred": 2.7283533199806698e-05, "loss_l2": 1.8540586097515188e-06, "loss_mape": 1.030686855316162}}, "142": {"train": {"loss_reduced": -0.0018100300803780556, "pred": 1.6995887563098222e-05, "loss_l2": 3.433428219068446e-06, "loss_mape": 1.0237129926681519}}, "143": {"train": {"loss_reduced": -0.0015631737187504768, "pred": 4.254558007232845e-06, "loss_l2": 2.5321257908217376e-06, "loss_mape": 1.0179709196090698}}, "144": {"train": {"loss_reduced": -0.0009324615821242332, "pred": 1.7354865121887997e-05, "loss_l2": 8.799317470220558e-07, "loss_mape": 1.0059897899627686}}, "145": {"train": {"loss_reduced": -0.002520354464650154, "pred": 1.2258042261237279e-06, "loss_l2": 6.415907137125032e-06, "loss_mape": 1.0050030946731567}, "valid": {"0": {"loss_reduced": -0.0013573803007602692, "pred": 1.9797764252871275e-05, "valid_loss_l2": 1.8966195511893602e-06, "valid_loss_mape": 1.0145853757858276}}}, "146": {"train": {"loss_reduced": -0.0010642707347869873, "pred": 3.245997504564002e-05, "loss_l2": 1.1651195563899819e-06, "loss_mape": 1.014222264289856}}, "147": {"train": {"loss_reduced": -0.0021590497344732285, "pred": -2.1265377654344775e-06, "loss_l2": 4.900532530882629e-06, "loss_mape": 1.02531898021698}}, "148": {"train": {"loss_reduced": -0.0015493417158722878, "pred": 2.5824701879173517e-05, "loss_l2": 2.4418013708782382e-06, "loss_mape": 1.0085744857788086}}, "149": {"train": {"loss_reduced": -0.0018041608855128288, "pred": 2.388791472185403e-05, "loss_l2": 3.3945391351153376e-06, "loss_mape": 1.0212101936340332}}, "150": {"train": {"loss_reduced": -0.0019836854189634323, "pred": 8.991171853267588e-06, "loss_l2": 4.110953341296408e-06, "loss_mape": 1.0221120119094849}, "valid": {"0": {"loss_reduced": 0.00015470944344997406, "pred": 1.096443065762287e-05, "valid_loss_l2": 2.0662628941181538e-08, "valid_loss_mape": 0.929128885269165}}}, "151": {"train": {"loss_reduced": -0.0012513715773820877, "pred": 2.3545562726212665e-05, "loss_l2": 1.582060576765798e-06, "loss_mape": 1.0051370859146118}}, "152": {"train": {"loss_reduced": -0.0017549749463796616, "pred": 8.540077033103444e-06, "loss_l2": 3.2878278943826444e-06, "loss_mape": 1.0331981182098389}}, "153": {"train": {"loss_reduced": -0.0014867866411805153, "pred": 1.833078385971021e-05, "loss_l2": 2.241175479866797e-06, "loss_mape": 1.0069068670272827}}, "154": {"train": {"loss_reduced": -0.0015715081244707108, "pred": 7.3598989729362074e-06, "loss_l2": 2.5063550310733262e-06, "loss_mape": 1.0074063539505005}}, "155": {"train": {"loss_reduced": -0.0003215847536921501, "pred": 4.6984445361886173e-05, "loss_l2": 1.284454640426702e-07, "loss_mape": 1.1144585609436035}, "valid": {"0": {"loss_reduced": -0.002237205393612385, "pred": -4.619649189407937e-06, "valid_loss_l2": 4.984439328836743e-06, "valid_loss_mape": 0.9979351162910461}}}, "156": {"train": {"loss_reduced": -0.0017879558727145195, "pred": 2.2574852209800156e-06, "loss_l2": 3.2140835628524655e-06, "loss_mape": 1.002701759338379}}, "157": {"train": {"loss_reduced": -0.0017042038962244987, "pred": 1.4331088095786981e-05, "loss_l2": 3.051625526495627e-06, "loss_mape": 1.0250476598739624}}, "158": {"train": {"loss_reduced": -0.0010847300291061401, "pred": 2.445045356580522e-05, "loss_l2": 1.2534059123936458e-06, "loss_mape": 1.032105803489685}}, "159": {"train": {"loss_reduced": -0.0012430660426616669, "pred": 1.6842444892972708e-05, "loss_l2": 1.6157624713741825e-06, "loss_mape": 1.0225735902786255}}, "160": {"train": {"loss_reduced": -0.001317594200372696, "pred": 1.904189048218541e-05, "loss_l2": 1.8043950831270195e-06, "loss_mape": 1.019492745399475}, "valid": {"0": {"loss_reduced": -0.001933558378368616, "pred": 4.388760316942353e-06, "valid_loss_l2": 3.7556389997916995e-06, "valid_loss_mape": 1.0022697448730469}}}, "161": {"train": {"loss_reduced": -0.00116726104170084, "pred": 2.3165386664913967e-05, "loss_l2": 1.430997031093284e-06, "loss_mape": 1.0248289108276367}}, "162": {"train": {"loss_reduced": -0.0015313848853111267, "pred": 1.107366642827401e-05, "loss_l2": 2.4529840629838873e-06, "loss_mape": 1.0227347612380981}}, "163": {"train": {"loss_reduced": -0.0016875583678483963, "pred": 1.415297674611793e-06, "loss_l2": 2.9647558221768122e-06, "loss_mape": 1.0203182697296143}}, "164": {"train": {"loss_reduced": -0.0019291052594780922, "pred": 1.490124486736022e-05, "loss_l2": 3.756040996449883e-06, "loss_mape": 1.0046371221542358}}, "165": {"train": {"loss_reduced": -0.0012526419013738632, "pred": 2.86997983494075e-05, "loss_l2": 1.6713293007342145e-06, "loss_mape": 1.0320578813552856}, "valid": {"0": {"loss_reduced": -0.000971546396613121, "pred": 1.7350386769976467e-05, "valid_loss_l2": 9.779168976820074e-07, "valid_loss_mape": 1.0178585052490234}}}, "166": {"train": {"loss_reduced": -0.0011926265433430672, "pred": 2.4560442398069426e-05, "loss_l2": 1.42811961723055e-06, "loss_mape": 1.0020233392715454}}, "167": {"train": {"loss_reduced": -0.0016780933365225792, "pred": -2.091792111968971e-06, "loss_l2": 2.957838660222478e-06, "loss_mape": 1.024875521659851}}, "168": {"train": {"loss_reduced": -0.0018444163724780083, "pred": 5.436390893009957e-06, "loss_l2": 3.4728907394310227e-06, "loss_mape": 1.0103843212127686}}, "169": {"train": {"loss_reduced": -0.0014805402606725693, "pred": 2.015002610278316e-05, "loss_l2": 2.279943146277219e-06, "loss_mape": 1.0198628902435303}}, "170": {"train": {"loss_reduced": -0.001224443782120943, "pred": 1.8972716134157963e-05, "loss_l2": 1.5673998632337316e-06, "loss_mape": 1.0224711894989014}, "valid": {"0": {"loss_reduced": -0.0012393444776535034, "pred": 3.151434793835506e-05, "valid_loss_l2": 1.6150820556504186e-06, "valid_loss_mape": 1.0254281759262085}}}, "171": {"train": {"loss_reduced": -0.001692039892077446, "pred": -2.205160853918642e-06, "loss_l2": 2.933794803539058e-06, "loss_mape": 1.0122884511947632}}, "172": {"train": {"loss_reduced": -0.001562708057463169, "pred": 3.468853537924588e-05, "loss_l2": 2.614288632685202e-06, "loss_mape": 1.0346629619598389}}, "173": {"train": {"loss_reduced": -0.0014656241983175278, "pred": 2.208683144999668e-05, "loss_l2": 2.254239689136739e-06, "loss_mape": 1.024418592453003}}, "174": {"train": {"loss_reduced": -0.001470710150897503, "pred": -2.439248646624037e-06, "loss_l2": 2.2197184534888947e-06, "loss_mape": 1.0130289793014526}}, "175": {"train": {"loss_reduced": -0.0016918154433369637, "pred": -1.1038176239708264e-07, "loss_l2": 2.8916929295519367e-06, "loss_mape": 1.0051319599151611}, "valid": {"0": {"loss_reduced": -0.0008711144328117371, "pred": 1.6480647900607437e-05, "valid_loss_l2": 7.878250016801758e-07, "valid_loss_mape": 1.0189189910888672}}}, "176": {"train": {"loss_reduced": -0.0019515389576554298, "pred": 1.9129111024085432e-05, "loss_l2": 3.888103037752444e-06, "loss_mape": 1.010396122932434}}, "177": {"train": {"loss_reduced": -0.0015468094497919083, "pred": 2.891179065045435e-05, "loss_l2": 2.5120159534708364e-06, "loss_mape": 1.0246472358703613}}, "178": {"train": {"loss_reduced": -0.001710190437734127, "pred": 3.576311200959026e-06, "loss_l2": 3.0393225642910693e-06, "loss_mape": 1.0193983316421509}}, "179": {"train": {"loss_reduced": -0.0010196808725595474, "pred": 1.143651479651453e-05, "loss_l2": 1.0664745104804751e-06, "loss_mape": 1.0127702951431274}}, "180": {"train": {"loss_reduced": -0.001240698155015707, "pred": -3.87997533835005e-05, "loss_l2": 1.5047532997414237e-06, "loss_mape": 0.98870450258255}, "valid": {"0": {"loss_reduced": -0.0011595571413636208, "pred": 3.264857514295727e-05, "valid_loss_l2": 1.4213544545782497e-06, "valid_loss_mape": 1.028156042098999}}}, "181": {"train": {"loss_reduced": -0.0013329368084669113, "pred": 1.549041917314753e-05, "loss_l2": 1.806812861104845e-06, "loss_mape": 1.0084329843521118}}, "182": {"train": {"loss_reduced": -0.0015693483874201775, "pred": 7.284888852154836e-06, "loss_l2": 2.5188951440213714e-06, "loss_mape": 1.0113131999969482}}, "183": {"train": {"loss_reduced": -0.0009938348084688187, "pred": 7.885056220402475e-06, "loss_l2": 1.0432203225718695e-06, "loss_mape": 1.0277177095413208}}, "184": {"train": {"loss_reduced": -0.0016306471079587936, "pred": -4.609755706042051e-06, "loss_l2": 2.71091425929626e-06, "loss_mape": 1.0097129344940186}}, "185": {"train": {"loss_reduced": -0.0020405789837241173, "pred": -7.342116077779792e-06, "loss_l2": 4.17725823353976e-06, "loss_mape": 1.0015952587127686}, "valid": {"0": {"loss_reduced": -0.001949826255440712, "pred": 4.802129842573777e-05, "valid_loss_l2": 3.991394805780146e-06, "valid_loss_mape": 1.0246285200119019}}}, "186": {"train": {"loss_reduced": -0.0008646566420793533, "pred": 4.021867425763048e-06, "loss_l2": 7.814510354364756e-07, "loss_mape": 1.0223678350448608}}, "187": {"train": {"loss_reduced": -0.00167747400701046, "pred": -1.823139996304235e-06, "loss_l2": 2.895311126849265e-06, "loss_mape": 1.0143593549728394}}, "188": {"train": {"loss_reduced": -0.0016400273889303207, "pred": 8.468884971080115e-07, "loss_l2": 2.771096887954627e-06, "loss_mape": 1.0150203704833984}}, "189": {"train": {"loss_reduced": -0.0015740054659545422, "pred": 1.4841388292552438e-05, "loss_l2": 2.526893013055087e-06, "loss_mape": 1.0099204778671265}}, "190": {"train": {"loss_reduced": -0.001767637673765421, "pred": -6.93612446411862e-06, "loss_l2": 3.1710026178188855e-06, "loss_mape": 1.0074071884155273}, "valid": {"0": {"loss_reduced": -0.0017005596309900284, "pred": 7.3217838689743076e-06, "valid_loss_l2": 2.9168591026973445e-06, "valid_loss_mape": 1.0043054819107056}}}, "191": {"train": {"loss_reduced": -0.001531943678855896, "pred": 1.5082809113664553e-05, "loss_l2": 2.350837348785717e-06, "loss_mape": 1.0008487701416016}}, "192": {"train": {"loss_reduced": -0.0011338656768202782, "pred": 1.7451260646339506e-05, "loss_l2": 1.4204077842805418e-06, "loss_mape": 1.0511021614074707}}, "193": {"train": {"loss_reduced": -0.0015681339427828789, "pred": -1.2152409908594564e-05, "loss_l2": 2.5642157197580673e-06, "loss_mape": 1.0211607217788696}}, "194": {"train": {"loss_reduced": -0.001563618890941143, "pred": 2.1020872736698948e-05, "loss_l2": 2.520020871088491e-06, "loss_mape": 1.0152456760406494}}, "195": {"train": {"loss_reduced": -0.0015034512616693974, "pred": 1.59591236297274e-05, "loss_l2": 2.3241036615218036e-06, "loss_mape": 1.0140010118484497}, "valid": {"0": {"loss_reduced": -0.0018292376771569252, "pred": 2.7680427592713386e-05, "valid_loss_l2": 3.448144752837834e-06, "valid_loss_mape": 1.015132188796997}}}, "196": {"train": {"loss_reduced": -0.0013731159269809723, "pred": 9.127190423896536e-06, "loss_l2": 1.9385390714887762e-06, "loss_mape": 1.013981580734253}}, "197": {"train": {"loss_reduced": -0.0012485859915614128, "pred": 1.2827914360968862e-05, "loss_l2": 1.5916341453703353e-06, "loss_mape": 1.0104228258132935}}, "198": {"train": {"loss_reduced": -0.001680523157119751, "pred": -2.5165027182083577e-06, "loss_l2": 2.9083071240165737e-06, "loss_mape": 1.0147887468338013}}, "199": {"train": {"loss_reduced": -0.0018278304487466812, "pred": -7.150740657380084e-07, "loss_l2": 3.3800326946220594e-06, "loss_mape": 1.005829930305481}}, "200": {"train": {"loss_reduced": -0.0005873898044228554, "pred": 1.7317220226686914e-06, "loss_l2": 3.5540153930924134e-07, "loss_mape": 1.014923334121704}, "valid": {"0": {"loss_reduced": -0.0018884651362895966, "pred": 1.3502078218152747e-05, "valid_loss_l2": 3.617479251261102e-06, "valid_loss_mape": 1.0071498155593872}}}, "201": {"train": {"loss_reduced": -0.001439281739294529, "pred": -1.1958611594309332e-06, "loss_l2": 2.0852137367910473e-06, "loss_mape": 1.003296971321106}}, "202": {"train": {"loss_reduced": -0.0011936603114008904, "pred": 2.3480868549086154e-05, "loss_l2": 1.552577941765776e-06, "loss_mape": 1.043868899345398}}, "203": {"train": {"loss_reduced": -0.0015580328181385994, "pred": 1.4905963325873017e-05, "loss_l2": 2.5528602236590814e-06, "loss_mape": 1.0255029201507568}}, "204": {"train": {"loss_reduced": -0.0015869401395320892, "pred": 1.4428039776248625e-06, "loss_l2": 2.5567226202838356e-06, "loss_mape": 1.0075839757919312}}, "205": {"train": {"loss_reduced": -0.0019849687814712524, "pred": 2.1225482669251505e-06, "loss_l2": 3.9676383494224865e-06, "loss_mape": 1.0034884214401245}, "valid": {"0": {"loss_reduced": -0.0014804191887378693, "pred": 4.4531511775858235e-06, "valid_loss_l2": 2.2048457140044775e-06, "valid_loss_mape": 1.0030080080032349}}}, "206": {"train": {"loss_reduced": -0.001431063748896122, "pred": -2.514160087230266e-06, "loss_l2": 2.1208199996181065e-06, "loss_mape": 1.017637014389038}}, "207": {"train": {"loss_reduced": -0.0015239585191011429, "pred": 2.5643061235314235e-05, "loss_l2": 2.4908968043746427e-06, "loss_mape": 1.035630226135254}}, "208": {"train": {"loss_reduced": -0.0015568733215332031, "pred": 2.6851362235902343e-06, "loss_l2": 2.4875976123439614e-06, "loss_mape": 1.0130637884140015}}, "209": {"train": {"loss_reduced": -0.0015170136466622353, "pred": -5.963241164863575e-06, "loss_l2": 2.3016443719825475e-06, "loss_mape": 1.000068187713623}}, "210": {"train": {"loss_reduced": -0.0014105364680290222, "pred": -4.268819793651346e-06, "loss_l2": 1.9992869511042954e-06, "loss_mape": 1.0024280548095703}, "valid": {"0": {"loss_reduced": -0.0014305198565125465, "pred": 2.8447610020521097e-05, "valid_loss_l2": 2.12858594750287e-06, "valid_loss_mape": 1.0198861360549927}}}, "211": {"train": {"loss_reduced": -0.0016361624002456665, "pred": 8.657507351017557e-06, "loss_l2": 2.6879915822064504e-06, "loss_mape": 1.002045750617981}}, "212": {"train": {"loss_reduced": -0.0013174815103411674, "pred": 1.1727503988367971e-05, "loss_l2": 1.797982463358494e-06, "loss_mape": 1.0177665948867798}}, "213": {"train": {"loss_reduced": -0.001124424859881401, "pred": 1.1235006240895018e-05, "loss_l2": 1.3334537243281375e-06, "loss_mape": 1.0269718170166016}}, "214": {"train": {"loss_reduced": -0.0015858225524425507, "pred": -2.3885356768005295e-06, "loss_l2": 2.5608444502722705e-06, "loss_mape": 1.0091065168380737}}, "215": {"train": {"loss_reduced": -0.0018840311095118523, "pred": -2.991905785165727e-05, "loss_l2": 3.6094224924454466e-06, "loss_mape": 1.0083951950073242}, "valid": {"0": {"loss_reduced": -0.0017954874783754349, "pred": 3.886420017806813e-05, "valid_loss_l2": 3.3648461794655304e-06, "valid_loss_mape": 1.0216455459594727}}}, "216": {"train": {"loss_reduced": -0.0016296310350298882, "pred": -9.969658094632905e-06, "loss_l2": 2.7597923235589406e-06, "loss_mape": 1.0194100141525269}}, "217": {"train": {"loss_reduced": -0.0011853454634547234, "pred": 5.218999649514444e-05, "loss_l2": 1.5143074278967106e-06, "loss_mape": 1.0381547212600708}}, "218": {"train": {"loss_reduced": -0.001768244430422783, "pred": -6.331497388600837e-07, "loss_l2": 3.2565728815825423e-06, "loss_mape": 1.0205589532852173}}, "219": {"train": {"loss_reduced": -0.0014613382518291473, "pred": -8.97698373591993e-06, "loss_l2": 2.131979272235185e-06, "loss_mape": 0.999173104763031}}, "220": {"train": {"loss_reduced": -0.0013856254518032074, "pred": -2.026369429586339e-06, "loss_l2": 1.915440634547849e-06, "loss_mape": 0.9988229274749756}, "valid": {"0": {"loss_reduced": -0.0014185942709445953, "pred": 5.267560936772497e-06, "valid_loss_l2": 2.027382606684114e-06, "valid_loss_mape": 1.0037132501602173}}}, "221": {"train": {"loss_reduced": -0.001523052342236042, "pred": 4.0338381950277835e-06, "loss_l2": 2.3558013708679937e-06, "loss_mape": 1.0077539682388306}}, "222": {"train": {"loss_reduced": -0.0014706915244460106, "pred": 1.1945459846174344e-05, "loss_l2": 2.3759318992233602e-06, "loss_mape": 1.0480823516845703}}, "223": {"train": {"loss_reduced": -0.0013321740552783012, "pred": -1.026080781230121e-06, "loss_l2": 1.8298028408025857e-06, "loss_mape": 1.0154093503952026}}, "224": {"train": {"loss_reduced": -0.001298355869948864, "pred": 1.5886567780398764e-05, "loss_l2": 1.7221000234712847e-06, "loss_mape": 1.0107306241989136}}, "225": {"train": {"loss_reduced": -0.0017159543931484222, "pred": 1.884369157778565e-05, "loss_l2": 3.095404053965467e-06, "loss_mape": 1.0253046751022339}, "valid": {"0": {"loss_reduced": -0.002012427896261215, "pred": 1.4660571423519286e-06, "valid_loss_l2": 4.055769295518985e-06, "valid_loss_mape": 1.0007284879684448}}}, "226": {"train": {"loss_reduced": -0.0018269247375428677, "pred": -3.298496267234441e-06, "loss_l2": 3.4061665701301536e-06, "loss_mape": 1.01021146774292}}, "227": {"train": {"loss_reduced": -0.0014968672767281532, "pred": 1.5896053810138255e-05, "loss_l2": 2.281534989378997e-06, "loss_mape": 1.0090909004211426}}, "228": {"train": {"loss_reduced": -0.0009804107248783112, "pred": 5.336560570867732e-05, "loss_l2": 1.1672241271298844e-06, "loss_mape": 1.1019681692123413}}, "229": {"train": {"loss_reduced": -0.0015153028070926666, "pred": -9.974933163903188e-06, "loss_l2": 2.329628841835074e-06, "loss_mape": 1.0072654485702515}}, "230": {"train": {"loss_reduced": -0.0021859221160411835, "pred": -4.2411789763718843e-05, "loss_l2": 4.7699754759378266e-06, "loss_mape": 0.9991331696510315}, "valid": {"0": {"loss_reduced": -0.0012328680604696274, "pred": 8.39135918795364e-06, "valid_loss_l2": 1.5407248383780825e-06, "valid_loss_mape": 1.0068063735961914}}}, "231": {"train": {"loss_reduced": -0.002007565461099148, "pred": 1.016641272144625e-05, "loss_l2": 4.056189482071204e-06, "loss_mape": 1.003204345703125}}, "232": {"train": {"loss_reduced": -0.001663176342844963, "pred": 1.3120054063620046e-05, "loss_l2": 2.883324668800924e-06, "loss_mape": 1.0209593772888184}}, "233": {"train": {"loss_reduced": -0.0009861905127763748, "pred": -2.27221789828036e-06, "loss_l2": 1.0045303042716114e-06, "loss_mape": 1.0162971019744873}}, "234": {"train": {"loss_reduced": -0.0012937495484948158, "pred": -9.851434697338846e-06, "loss_l2": 1.685131564954645e-06, "loss_mape": 1.003382921218872}}, "235": {"train": {"loss_reduced": -0.0019491268321871758, "pred": -1.080889160220977e-05, "loss_l2": 3.7863901525270194e-06, "loss_mape": 0.9983264803886414}, "valid": {"0": {"loss_reduced": -0.0011555599048733711, "pred": 7.595741863042349e-06, "valid_loss_l2": 1.3529311218007933e-06, "valid_loss_mape": 1.00657320022583}}}, "236": {"train": {"loss_reduced": -0.0013854745775461197, "pred": 1.678410399108543e-06, "loss_l2": 1.8665260768102598e-06, "loss_mape": 0.9860943555831909}}, "237": {"train": {"loss_reduced": -0.0014920635148882866, "pred": -1.0128541362064425e-05, "loss_l2": 2.3143686576077016e-06, "loss_mape": 1.0195980072021484}}, "238": {"train": {"loss_reduced": -0.0018166042864322662, "pred": -1.0166430001845583e-05, "loss_l2": 3.3348280794598395e-06, "loss_mape": 1.0052553415298462}}, "239": {"train": {"loss_reduced": -0.0012106504291296005, "pred": -2.532875896577025e-06, "loss_l2": 1.4413689086723025e-06, "loss_mape": 0.9916737675666809}}, "240": {"train": {"loss_reduced": -7.831025868654251e-05, "pred": 3.3464180887676775e-05, "loss_l2": 6.614638614621526e-09, "loss_mape": 1.0385667085647583}, "valid": {"0": {"loss_reduced": -0.002761147916316986, "pred": 7.410861144308001e-05, "valid_loss_l2": 8.038679879973643e-06, "valid_loss_mape": 1.0268397331237793}}}, "241": {"train": {"loss_reduced": -0.0011912155896425247, "pred": -3.275403651059605e-05, "loss_l2": 1.6030129472710541e-06, "loss_mape": 1.062865138053894}}, "242": {"train": {"loss_reduced": -0.0012687472626566887, "pred": 2.699857941479422e-05, "loss_l2": 1.6562845530643244e-06, "loss_mape": 1.0143605470657349}}, "243": {"train": {"loss_reduced": -0.0015168562531471252, "pred": 1.8369559256825596e-05, "loss_l2": 2.4089526959869545e-06, "loss_mape": 1.0232216119766235}}, "244": {"train": {"loss_reduced": -0.001668842975050211, "pred": -5.804424290545285e-06, "loss_l2": 2.832859308909974e-06, "loss_mape": 1.0085490942001343}}, "245": {"train": {"loss_reduced": -0.002106032334268093, "pred": -2.7157762815477327e-05, "loss_l2": 4.479387825995218e-06, "loss_mape": 1.0049495697021484}, "valid": {"0": {"loss_reduced": -0.0016534533351659775, "pred": -2.016793587245047e-05, "valid_loss_l2": 2.6676214019971667e-06, "valid_loss_mape": 0.9878025650978088}}}, "246": {"train": {"loss_reduced": -0.0017295945435762405, "pred": 1.0095890502270777e-05, "loss_l2": 2.937689941973076e-06, "loss_mape": 0.9909657835960388}}, "247": {"train": {"loss_reduced": -0.0012572631239891052, "pred": 5.471621534525184e-06, "loss_l2": 1.738637251946784e-06, "loss_mape": 1.0487653017044067}}, "248": {"train": {"loss_reduced": -0.0008998457342386246, "pred": -9.523408152745105e-06, "loss_l2": 8.245801268458308e-07, "loss_mape": 1.009132981300354}}, "249": {"train": {"loss_reduced": -0.0019443118944764137, "pred": -1.8004346202360466e-05, "loss_l2": 3.773758180614095e-06, "loss_mape": 0.9991279244422913}}, "250": {"train": {"loss_reduced": -0.0014448240399360657, "pred": -1.3888085959479213e-05, "loss_l2": 2.0385255083965603e-06, "loss_mape": 0.988196074962616}, "valid": {"0": {"loss_reduced": -0.0018080947920680046, "pred": 1.9747451005969197e-05, "valid_loss_l2": 3.3410071864636848e-06, "valid_loss_mape": 1.0109217166900635}}}}
|