diff options
| author | YurenHao0426 <blackhao0426@gmail.com> | 2026-01-13 23:50:59 -0600 |
|---|---|---|
| committer | YurenHao0426 <blackhao0426@gmail.com> | 2026-01-13 23:50:59 -0600 |
| commit | 00cf667cee7ffacb144d5805fc7e0ef443f3583a (patch) | |
| tree | 77d20a3adaecf96bf3aff0612bdd3b5fa1a7dc7e /runs/mvp/20251111-143027/metrics.csv | |
| parent | c53c04aa1d6ff75cb478a9498c370baa929c74b6 (diff) | |
| parent | cd99d6b874d9d09b3bb87b8485cc787885af71f1 (diff) | |
Merge master into main
Diffstat (limited to 'runs/mvp/20251111-143027/metrics.csv')
| -rw-r--r-- | runs/mvp/20251111-143027/metrics.csv | 2556 |
1 files changed, 2556 insertions, 0 deletions
diff --git a/runs/mvp/20251111-143027/metrics.csv b/runs/mvp/20251111-143027/metrics.csv new file mode 100644 index 0000000..2728897 --- /dev/null +++ b/runs/mvp/20251111-143027/metrics.csv @@ -0,0 +1,2556 @@ +step,epoch,batch,loss,acc,lyap,time_sec
+batch,1,0,3.3528285026550293,0.0625,0.33585023880004883,0.0
+batch,1,1,3.0431442260742188,0.0,0.4165576696395874,0.0
+batch,1,2,3.338704824447632,0.0,0.2730386555194855,0.0
+batch,1,3,3.51082706451416,0.0,0.3348005712032318,0.0
+batch,1,4,2.8230092525482178,0.0625,0.2490929812192917,0.0
+batch,1,5,3.357745885848999,0.0625,0.25247013568878174,0.0
+batch,1,6,3.0693130493164062,0.0625,0.22394829988479614,0.0
+batch,1,7,3.270482063293457,0.0,0.18391868472099304,0.0
+batch,1,8,3.1882667541503906,0.0,0.224747896194458,0.0
+batch,1,9,3.05212140083313,0.0625,0.1397581398487091,0.0
+batch,1,10,3.1956355571746826,0.0625,0.07053734362125397,0.0
+batch,1,11,3.2322165966033936,0.0,0.19411350786685944,0.0
+batch,1,12,2.94996976852417,0.125,0.11588969826698303,0.0
+batch,1,13,3.1578991413116455,0.0625,0.1378713846206665,0.0
+batch,1,14,3.19323468208313,0.0,0.1389618217945099,0.0
+batch,1,15,3.1642162799835205,0.0,0.11067132651805878,0.0
+batch,1,16,2.9566829204559326,0.1875,0.07401261478662491,0.0
+batch,1,17,3.0121986865997314,0.0625,0.08868611603975296,0.0
+batch,1,18,3.100592851638794,0.0,0.11280523985624313,0.0
+batch,1,19,3.1981115341186523,0.0,0.023143954575061798,0.0
+batch,1,20,2.9554693698883057,0.0,0.1406315267086029,0.0
+batch,1,21,2.888883590698242,0.1875,0.05268244072794914,0.0
+batch,1,22,3.111098289489746,0.0,0.0748855248093605,0.0
+batch,1,23,3.053462505340576,0.0625,0.036018941551446915,0.0
+batch,1,24,3.1899654865264893,0.0,0.10772556066513062,0.0
+batch,1,25,2.996152877807617,0.0,0.12222187221050262,0.0
+batch,1,26,3.081972122192383,0.0625,0.07197525352239609,0.0
+batch,1,27,3.007333278656006,0.125,0.0668480396270752,0.0
+batch,1,28,2.9895923137664795,0.125,0.0671793594956398,0.0
+batch,1,29,3.026172161102295,0.125,0.05836538225412369,0.0
+batch,1,30,3.0167322158813477,0.0625,0.04760447144508362,0.0
+batch,1,31,2.9468321800231934,0.125,0.0383797287940979,0.0
+batch,1,32,3.0457847118377686,0.0,0.05116856470704079,0.0
+batch,1,33,2.9457709789276123,0.0,0.03684673085808754,0.0
+batch,1,34,2.90246844291687,0.0625,0.0690651386976242,0.0
+batch,1,35,2.936408042907715,0.125,0.03269801661372185,0.0
+batch,1,36,3.054184675216675,0.0625,0.03556837886571884,0.0
+batch,1,37,2.9783668518066406,0.0625,0.02896265685558319,0.0
+batch,1,38,3.0689735412597656,0.0625,0.007923695258796215,0.0
+batch,1,39,2.9554121494293213,0.0625,0.00953000970184803,0.0
+batch,1,40,3.05371356010437,0.0625,0.009948952123522758,0.0
+batch,1,41,3.0067059993743896,0.0,0.01012901496142149,0.0
+batch,1,42,2.922372579574585,0.1875,0.00958012044429779,0.0
+batch,1,43,3.048788547515869,0.0625,0.0504736602306366,0.0
+batch,1,44,3.067354202270508,0.0,0.051388755440711975,0.0
+batch,1,45,2.959261655807495,0.0625,0.029037483036518097,0.0
+batch,1,46,3.041163921356201,0.125,0.021628674119710922,0.0
+batch,1,47,2.9783010482788086,0.125,0.050689056515693665,0.0
+batch,1,48,3.073439121246338,0.125,0.02275274321436882,0.0
+batch,1,49,2.8986928462982178,0.0625,0.03702281415462494,0.0
+batch,1,50,3.0121512413024902,0.0625,0.03801768645644188,0.0
+batch,1,51,3.0235767364501953,0.0625,0.024042386561632156,0.0
+batch,1,52,3.0471432209014893,0.0625,0.049485910683870316,0.0
+batch,1,53,3.008352518081665,0.0625,0.05099865049123764,0.0
+batch,1,54,2.9832355976104736,0.125,0.006755775772035122,0.0
+batch,1,55,3.0643844604492188,0.0,0.02563348412513733,0.0
+batch,1,56,2.9955217838287354,0.0,0.021217335015535355,0.0
+batch,1,57,2.9939095973968506,0.0625,0.047596484422683716,0.0
+batch,1,58,2.9829065799713135,0.0,0.011257492005825043,0.0
+batch,1,59,3.0192978382110596,0.0,0.025987323373556137,0.0
+batch,1,60,2.982585906982422,0.125,0.023610224947333336,0.0
+batch,1,61,2.998776435852051,0.0625,0.009791504591703415,0.0
+batch,1,62,3.012826442718506,0.0,0.022142872214317322,0.0
+batch,1,63,2.9994537830352783,0.0625,0.010490041226148605,0.0
+batch,1,64,3.039973020553589,0.0625,0.01075577549636364,0.0
+batch,1,65,3.055859088897705,0.0625,-0.005012533627450466,0.0
+batch,1,66,2.977405548095703,0.0625,0.008985675871372223,0.0
+batch,1,67,2.9224941730499268,0.125,-0.0050125205889344215,0.0
+batch,1,68,3.023869037628174,0.0,0.009061682969331741,0.0
+batch,1,69,2.999312162399292,0.125,-0.005012541078031063,0.0
+batch,1,70,2.9837441444396973,0.1875,-0.005012565292418003,0.0
+batch,1,71,3.0515835285186768,0.0,0.011325663886964321,0.0
+batch,1,72,3.039461851119995,0.0,-0.005012611858546734,0.0
+batch,1,73,3.0476484298706055,0.0625,0.011332093738019466,0.0
+batch,1,74,2.984264373779297,0.0,-0.005012554116547108,0.0
+batch,1,75,2.963730812072754,0.0,0.010459675453603268,0.0
+batch,1,76,3.018040180206299,0.125,-0.005012557841837406,0.0
+batch,1,77,2.969120502471924,0.125,-0.005012529902160168,0.0
+batch,1,78,3.0314254760742188,0.0625,-0.005012546665966511,0.0
+batch,1,79,3.045736074447632,0.0,0.009147806093096733,0.0
+batch,1,80,3.1060259342193604,0.0,0.011745943687856197,0.0
+batch,1,81,3.0223376750946045,0.0,-0.0050125522539019585,0.0
+batch,1,82,2.940500020980835,0.0625,0.010320276021957397,0.0
+batch,1,83,2.9982573986053467,0.125,-0.005012531764805317,0.0
+batch,1,84,3.0646488666534424,0.0,0.024838171899318695,0.0
+batch,1,85,2.991504192352295,0.0,0.022927232086658478,0.0
+batch,1,86,3.0448009967803955,0.0625,-0.005012509413063526,0.0
+batch,1,87,2.9582388401031494,0.1875,0.009294232353568077,0.0
+batch,1,88,2.957103729248047,0.0625,-0.005012565292418003,0.0
+batch,1,89,3.033703088760376,0.0,0.023272095248103142,0.0
+batch,1,90,2.878927707672119,0.0625,-0.005012542940676212,0.0
+batch,1,91,3.0390074253082275,0.0,0.010259272530674934,0.0
+batch,1,92,2.9543230533599854,0.125,-0.005012554116547108,0.0
+batch,1,93,3.056556463241577,0.0,0.022404346615076065,0.0
+batch,1,94,2.981316328048706,0.0625,0.03774598613381386,0.0
+batch,1,95,3.090097427368164,0.0,-0.005012533627450466,0.0
+batch,1,96,3.0466787815093994,0.0,0.009592575952410698,0.0
+batch,1,97,3.0240697860717773,0.0625,0.008776861242949963,0.0
+batch,1,98,3.018716335296631,0.125,0.011113463900983334,0.0
+batch,1,99,3.0389249324798584,0.0625,0.018465973436832428,0.0
+batch,1,100,2.978055238723755,0.0,0.023605478927493095,0.0
+batch,1,101,2.971074104309082,0.0625,0.011351119726896286,0.0
+batch,1,102,2.9235105514526367,0.0625,0.009536080062389374,0.0
+batch,1,103,2.918212652206421,0.0,0.02242879383265972,0.0
+batch,1,104,3.089019775390625,0.0625,0.028124026954174042,0.0
+batch,1,105,3.1006526947021484,0.0,0.0395989790558815,0.0
+batch,1,106,2.973200559616089,0.0625,0.02739013358950615,0.0
+batch,1,107,2.950460433959961,0.0625,0.03669721633195877,0.0
+batch,1,108,2.968502998352051,0.0625,0.03868402540683746,0.0
+batch,1,109,2.9803144931793213,0.125,0.04005274549126625,0.0
+batch,1,110,2.9833414554595947,0.125,0.03850940987467766,0.0
+batch,1,111,3.036327362060547,0.0,0.052539531141519547,0.0
+batch,1,112,3.024146795272827,0.0,0.025109488517045975,0.0
+batch,1,113,3.053297281265259,0.125,0.09974681586027145,0.0
+batch,1,114,3.0988776683807373,0.0625,-0.005012563429772854,0.0
+batch,1,115,2.9972736835479736,0.0625,0.05056345462799072,0.0
+batch,1,116,3.0843253135681152,0.0625,0.01072084903717041,0.0
+batch,1,117,3.0299973487854004,0.0625,0.011795619502663612,0.0
+batch,1,118,3.059560775756836,0.0,0.009215769357979298,0.0
+batch,1,119,3.033665418624878,0.0,0.011189263314008713,0.0
+batch,1,120,3.0066871643066406,0.0625,-0.005012527573853731,0.0
+batch,1,121,2.982738494873047,0.0625,0.008990110829472542,0.0
+batch,1,122,2.954456329345703,0.0625,0.009034897200763226,0.0
+batch,1,123,3.0801939964294434,0.0,0.0102730393409729,0.0
+batch,1,124,3.0035715103149414,0.1875,-0.005012477282434702,0.0
+batch,1,125,3.025001287460327,0.0,0.023050198331475258,0.0
+batch,1,126,2.9297001361846924,0.125,0.024264423176646233,0.0
+batch,1,127,3.016209840774536,0.0,0.011191882193088531,0.0
+batch,1,128,2.94150710105896,0.0,0.02338162623345852,0.0
+batch,1,129,2.9678866863250732,0.0,0.03151782602071762,0.0
+batch,1,130,2.9444093704223633,0.0625,0.03812228515744209,0.0
+batch,1,131,2.8922882080078125,0.1875,0.0929836854338646,0.0
+batch,1,132,2.9901599884033203,0.0625,0.06695065647363663,0.0
+batch,1,133,2.987550973892212,0.0,0.040376655757427216,0.0
+batch,1,134,3.042403221130371,0.0,0.08450035750865936,0.0
+batch,1,135,2.8631529808044434,0.1875,0.04828478768467903,0.0
+batch,1,136,3.0618932247161865,0.0,0.05165301635861397,0.0
+batch,1,137,2.93365478515625,0.0625,0.034030526876449585,0.0
+batch,1,138,3.0361368656158447,0.0,0.037012867629528046,0.0
+batch,1,139,3.0240180492401123,0.0625,0.023767946287989616,0.0
+batch,1,140,2.838799476623535,0.125,0.009066867642104626,0.0
+batch,1,141,2.9464075565338135,0.0,0.03589032590389252,0.0
+batch,1,142,2.953599452972412,0.0625,0.03973295912146568,0.0
+batch,1,143,2.9127397537231445,0.0625,0.009299267083406448,0.0
+batch,1,144,2.990992546081543,0.0625,0.03514067456126213,0.0
+batch,1,145,3.1290619373321533,0.0625,0.01054835319519043,0.0
+batch,1,146,3.0509560108184814,0.0,0.01156808901578188,0.0
+batch,1,147,3.0929501056671143,0.0625,0.008018813095986843,0.0
+batch,1,148,3.033763885498047,0.1875,0.023623695597052574,0.0
+batch,1,149,2.9378387928009033,0.0625,-0.005012501496821642,0.0
+batch,1,150,3.1109650135040283,0.0,0.037287674844264984,0.0
+batch,1,151,3.0980865955352783,0.0,0.036627836525440216,0.0
+batch,1,152,3.0972962379455566,0.0,-0.005012533627450466,0.0
+batch,1,153,3.0984466075897217,0.0,0.026585333049297333,0.0
+batch,1,154,3.0312814712524414,0.0,0.0233127661049366,0.0
+batch,1,155,3.0883214473724365,0.0,0.009490488097071648,0.0
+batch,1,156,2.9572033882141113,0.125,0.03654017299413681,0.0
+batch,1,157,3.036206007003784,0.0,0.027806080877780914,0.0
+batch,1,158,2.948866128921509,0.1875,0.008970402181148529,0.0
+batch,1,159,2.9432170391082764,0.0625,0.008426263928413391,0.0
+batch,1,160,3.0095906257629395,0.125,0.008327793329954147,0.0
+batch,1,161,2.9140584468841553,0.0,0.022070784121751785,0.0
+batch,1,162,3.0429153442382812,0.0,0.008157318457961082,0.0
+batch,1,163,2.92885160446167,0.1875,0.02390925958752632,0.0
+batch,1,164,2.9995312690734863,0.125,0.03488820046186447,0.0
+batch,1,165,2.964543581008911,0.125,0.008061367087066174,0.0
+batch,1,166,3.0804569721221924,0.0,0.0240530613809824,0.0
+batch,1,167,3.060275077819824,0.0625,0.021507419645786285,0.0
+batch,1,168,2.9645919799804688,0.0,0.05154736712574959,0.0
+batch,1,169,3.0143094062805176,0.0,0.009526625275611877,0.0
+batch,1,170,3.01220440864563,0.125,0.021386099979281425,0.0
+batch,1,171,3.0583596229553223,0.0,0.022704051807522774,0.0
+batch,1,172,2.97625470161438,0.125,-0.0050125145353376865,0.0
+batch,1,173,2.970911741256714,0.125,0.02505487948656082,0.0
+batch,1,174,3.011544942855835,0.0,0.024250971153378487,0.0
+batch,1,175,2.972961664199829,0.1875,-0.005012516397982836,0.0
+batch,1,176,2.9506630897521973,0.125,0.022688571363687515,0.0
+batch,1,177,2.9455931186676025,0.0625,0.03505025804042816,0.0
+batch,1,178,2.9796106815338135,0.0625,0.008009240962564945,0.0
+batch,1,179,2.9797298908233643,0.0,0.008825713768601418,0.0
+batch,1,180,3.006091833114624,0.125,0.03077392280101776,0.0
+batch,1,181,2.9583852291107178,0.125,-0.005012554116547108,0.0
+batch,1,182,2.901179075241089,0.125,-0.005012542940676212,0.0
+batch,1,183,3.0574228763580322,0.0,-0.0050124842673540115,0.0
+batch,1,184,2.974249839782715,0.125,0.010187355801463127,0.0
+batch,1,185,3.0313546657562256,0.0625,0.022022586315870285,0.0
+batch,1,186,2.9652955532073975,0.0625,-0.005012537352740765,0.0
+batch,1,187,2.9461467266082764,0.0,0.032527558505535126,0.0
+batch,1,188,2.9862020015716553,0.0625,0.00832088477909565,0.0
+batch,1,189,2.9547064304351807,0.125,0.03790455311536789,0.0
+batch,1,190,2.917429208755493,0.1875,0.05269734561443329,0.0
+batch,1,191,2.953509569168091,0.125,0.02229677140712738,0.0
+batch,1,192,2.9823992252349854,0.0,0.09291139245033264,0.0
+batch,1,193,2.830955743789673,0.0625,0.007759739179164171,0.0
+batch,1,194,2.9646453857421875,0.0625,0.024409815669059753,0.0
+batch,1,195,2.9129397869110107,0.0625,-0.005012585781514645,0.0
+batch,1,196,2.8678340911865234,0.1875,0.014643162488937378,0.0
+batch,1,197,2.922915458679199,0.125,0.037235189229249954,0.0
+batch,1,198,3.0024349689483643,0.0,0.007127481047064066,0.0
+batch,1,199,3.0950653553009033,0.0,0.021388113498687744,0.0
+batch,1,200,3.047081232070923,0.0,0.01057368703186512,0.0
+batch,1,201,3.160940647125244,0.0,0.009240780025720596,0.0
+batch,1,202,2.9353814125061035,0.0625,0.02300233393907547,0.0
+batch,1,203,3.0004990100860596,0.0625,0.009195597842335701,0.0
+batch,1,204,2.9308464527130127,0.125,0.00912993960082531,0.0
+batch,1,205,2.944176435470581,0.125,0.010157646611332893,0.0
+batch,1,206,2.98146915435791,0.0625,0.010027201846241951,0.0
+batch,1,207,2.9880423545837402,0.0625,-0.0050125690177083015,0.0
+batch,1,208,2.900879383087158,0.0625,0.009472358971834183,0.0
+batch,1,209,3.0376577377319336,0.0625,0.0071933818981051445,0.0
+batch,1,210,2.9931602478027344,0.0625,0.02220216393470764,0.0
+batch,1,211,2.985468864440918,0.0,0.009785255417227745,0.0
+batch,1,212,2.9758758544921875,0.125,0.04454905912280083,0.0
+batch,1,213,3.08943247795105,0.0,0.05909710377454758,0.0
+batch,1,214,2.9650161266326904,0.0,-0.0050125522539019585,0.0
+batch,1,215,3.0754926204681396,0.0625,0.027159269899129868,0.0
+batch,1,216,2.992098569869995,0.0,0.03785337135195732,0.0
+batch,1,217,3.0952017307281494,0.0625,0.09682422131299973,0.0
+batch,1,218,2.9791147708892822,0.0625,-0.005012527573853731,0.0
+batch,1,219,2.971914291381836,0.0625,-0.00501254852861166,0.0
+batch,1,220,2.9913978576660156,0.0625,-0.005012541078031063,0.0
+batch,1,221,2.9822752475738525,0.0625,-0.0050125727429986,0.0
+batch,1,222,2.973128080368042,0.0,0.010627448558807373,0.0
+batch,1,223,3.0261242389678955,0.0,0.010581845417618752,0.0
+batch,1,224,2.970371723175049,0.0625,0.009781112894415855,0.0
+batch,1,225,2.97711443901062,0.0,0.024074681103229523,0.0
+batch,1,226,3.145545482635498,0.0625,0.023357680067420006,0.0
+batch,1,227,2.9621939659118652,0.0625,0.05437766760587692,0.0
+batch,1,228,2.8917934894561768,0.125,0.009310882538557053,0.0
+batch,1,229,3.0192244052886963,0.0,-0.005012561567127705,0.0
+batch,1,230,2.9924018383026123,0.0,0.008765488862991333,0.0
+batch,1,231,3.0336742401123047,0.0,0.008097847923636436,0.0
+batch,1,232,2.996011972427368,0.0625,0.007748108822852373,0.0
+batch,1,233,2.9406683444976807,0.0625,0.008042978122830391,0.0
+batch,1,234,2.977587938308716,0.0625,0.00916505977511406,0.0
+batch,1,235,2.9241294860839844,0.125,0.009224075824022293,0.0
+batch,1,236,2.9178876876831055,0.125,0.008607417345046997,0.0
+batch,1,237,3.057098627090454,0.0625,-0.00501254852861166,0.0
+batch,1,238,3.0698509216308594,0.0625,0.02305256947875023,0.0
+batch,1,239,2.9378366470336914,0.0,0.022033873945474625,0.0
+batch,1,240,2.9215335845947266,0.0,0.0244424007833004,0.0
+batch,1,241,2.847313404083252,0.125,0.00815250538289547,0.0
+batch,1,242,2.92399263381958,0.0625,0.011520704254508018,0.0
+batch,1,243,2.9965715408325195,0.0625,0.009207483381032944,0.0
+batch,1,244,3.0673410892486572,0.0,0.007165419403463602,0.0
+batch,1,245,3.079063892364502,0.0,0.027455126866698265,0.0
+batch,1,246,2.949089765548706,0.0,0.021693352609872818,0.0
+batch,1,247,2.977165460586548,0.125,-0.005012554116547108,0.0
+batch,1,248,2.962716817855835,0.0625,0.008919082581996918,0.0
+batch,1,249,2.8702757358551025,0.0625,0.009439575485885143,0.0
+batch,1,250,2.8978374004364014,0.0625,-0.005012539215385914,0.0
+batch,1,251,3.0354435443878174,0.0,-0.0050125280395150185,0.0
+batch,1,252,3.0060434341430664,0.0,0.023279989138245583,0.0
+batch,1,253,2.943708896636963,0.0,-0.005012527573853731,0.0
+batch,1,254,2.9839351177215576,0.0,0.012230157852172852,0.0
+batch,1,255,2.797339677810669,0.125,0.024342747405171394,0.0
+batch,1,256,2.992202043533325,0.0625,-0.00501252431422472,0.0
+batch,1,257,3.017331123352051,0.0,-0.0050125522539019585,0.0
+batch,1,258,2.9636688232421875,0.0625,0.007541281636804342,0.0
+batch,1,259,3.100602388381958,0.0,0.007963741198182106,0.0
+batch,1,260,3.0615367889404297,0.0,0.022136155515909195,0.0
+batch,1,261,2.8775274753570557,0.0625,-0.0050124842673540115,0.0
+batch,1,262,2.8915367126464844,0.125,0.021715238690376282,0.0
+batch,1,263,3.083308458328247,0.0,-0.005012591369450092,0.0
+batch,1,264,3.0210514068603516,0.0,0.010666698217391968,0.0
+batch,1,265,2.888909101486206,0.1875,0.03780177980661392,0.0
+batch,1,266,3.026853322982788,0.0625,0.04236704111099243,0.0
+batch,1,267,3.0348644256591797,0.0,0.022203249856829643,0.0
+batch,1,268,3.0054314136505127,0.0,0.011490306816995144,0.0
+batch,1,269,2.897858142852783,0.0625,0.024182520806789398,0.0
+batch,1,270,2.995330810546875,0.0625,0.02898239903151989,0.0
+batch,1,271,2.852729320526123,0.0,0.009278452023863792,0.0
+batch,1,272,2.9312751293182373,0.125,0.0378393679857254,0.0
+batch,1,273,2.9411540031433105,0.125,0.022983571514487267,0.0
+batch,1,274,2.823265790939331,0.125,0.03591402992606163,0.0
+batch,1,275,2.8993754386901855,0.0625,0.023811306804418564,0.0
+batch,1,276,3.0138649940490723,0.0625,0.03876202926039696,0.0
+batch,1,277,2.8700826168060303,0.125,0.007734408602118492,0.0
+batch,1,278,3.00360107421875,0.125,0.011277914047241211,0.0
+batch,1,279,3.1266915798187256,0.0,0.04076617956161499,0.0
+batch,1,280,2.8708248138427734,0.125,-0.00501252431422472,0.0
+batch,1,281,3.106156826019287,0.0625,0.008547721430659294,0.0
+batch,1,282,2.903895378112793,0.125,0.008729137480258942,0.0
+batch,1,283,2.8982224464416504,0.0625,-0.005012522451579571,0.0
+batch,1,284,2.952439785003662,0.0,0.022065799683332443,0.0
+batch,1,285,2.856304883956909,0.0,0.020788142457604408,0.0
+batch,1,286,3.0957281589508057,0.125,0.02465326339006424,0.0
+batch,1,287,3.0823376178741455,0.0625,-0.00501253129914403,0.0
+batch,1,288,3.0188169479370117,0.125,-0.005012582056224346,0.0
+batch,1,289,3.018648147583008,0.0625,0.042622726410627365,0.0
+batch,1,290,2.9501729011535645,0.0625,0.011181365698575974,0.0
+batch,1,291,2.9171531200408936,0.0,0.025222890079021454,0.0
+batch,1,292,2.8129446506500244,0.25,-0.005012510810047388,0.0
+batch,1,293,3.0454602241516113,0.0625,0.008526962250471115,0.0
+batch,1,294,2.8350982666015625,0.0625,0.05212009325623512,0.0
+batch,1,295,2.96328067779541,0.0625,0.01013291534036398,0.0
+batch,1,296,2.801887273788452,0.25,0.009704330936074257,0.0
+batch,1,297,2.8697805404663086,0.0625,0.05265086516737938,0.0
+batch,1,298,2.812504529953003,0.125,0.01122555136680603,0.0
+batch,1,299,3.029378652572632,0.125,0.024155758321285248,0.0
+batch,1,300,3.0354573726654053,0.125,0.03633292764425278,0.0
+batch,1,301,2.9154279232025146,0.1875,0.05211057513952255,0.0
+batch,1,302,3.0881009101867676,0.0,0.025273224338889122,0.0
+batch,1,303,3.0579710006713867,0.0625,-0.005012510810047388,0.0
+batch,1,304,2.804659366607666,0.1875,-0.005012523848563433,0.0
+batch,1,305,2.99822998046875,0.0625,0.009573285467922688,0.0
+batch,1,306,2.8835716247558594,0.125,0.02462035045027733,0.0
+batch,1,307,2.8944694995880127,0.0625,0.01035374030470848,0.0
+batch,1,308,2.8869564533233643,0.0625,-0.005012554116547108,0.0
+batch,1,309,2.8254566192626953,0.1875,0.062216389924287796,0.0
+batch,1,310,2.8362934589385986,0.0625,0.0379248671233654,0.0
+batch,1,311,3.0615923404693604,0.0,0.022972699254751205,0.0
+batch,1,312,2.971992254257202,0.0625,0.04066061973571777,0.0
+batch,1,313,2.912940263748169,0.0625,0.010509991087019444,0.0
+batch,1,314,3.0163185596466064,0.0625,0.03128515183925629,0.0
+batch,1,315,2.9296953678131104,0.125,0.035256706178188324,0.0
+batch,1,316,2.9324820041656494,0.125,-0.005012557841837406,0.0
+batch,1,317,2.7979111671447754,0.1875,0.010523829609155655,0.0
+batch,1,318,2.819424867630005,0.125,0.033018577843904495,0.0
+batch,1,319,2.8710761070251465,0.0625,0.06501930952072144,0.0
+batch,1,320,2.978806734085083,0.0625,0.024291379377245903,0.0
+batch,1,321,3.0141348838806152,0.0,0.024897120893001556,0.0
+batch,1,322,2.8928627967834473,0.125,0.008462183177471161,0.0
+batch,1,323,2.8708226680755615,0.0625,0.022539857774972916,0.0
+batch,1,324,2.9169600009918213,0.0,0.008907186798751354,0.0
+batch,1,325,3.0409507751464844,0.0625,0.008994349278509617,0.0
+batch,1,326,2.9606616497039795,0.0,0.023846931755542755,0.0
+batch,1,327,2.8656375408172607,0.0625,0.023464955389499664,0.0
+batch,1,328,2.8917176723480225,0.1875,0.03059910610318184,0.0
+batch,1,329,3.022977113723755,0.0,0.050194188952445984,0.0
+batch,1,330,2.9453535079956055,0.0625,0.009310968220233917,0.0
+batch,1,331,3.067868232727051,0.0625,0.02414725348353386,0.0
+batch,1,332,2.92734694480896,0.1875,0.012638507410883904,0.0
+batch,1,333,2.958329677581787,0.125,0.007607428822666407,0.0
+batch,1,334,2.8577494621276855,0.0625,0.01065400242805481,0.0
+batch,1,335,2.9073710441589355,0.0625,0.04282432794570923,0.0
+batch,1,336,2.892385482788086,0.0625,0.0258304625749588,0.0
+batch,1,337,2.803288698196411,0.1875,0.05551399290561676,0.0
+batch,1,338,3.0008702278137207,0.0,0.04048768803477287,0.0
+batch,1,339,2.7436282634735107,0.25,0.009872779250144958,0.0
+batch,1,340,2.9462039470672607,0.0625,0.0685388371348381,0.0
+batch,1,341,2.878143072128296,0.0,0.025576381012797356,0.0
+batch,1,342,2.927863121032715,0.125,0.01003490574657917,0.0
+batch,1,343,2.9390146732330322,0.0625,0.034348249435424805,0.0
+batch,1,344,2.9604291915893555,0.0625,0.011092562228441238,0.0
+batch,1,345,2.894865036010742,0.125,0.024309344589710236,0.0
+batch,1,346,2.8984014987945557,0.0625,0.009590668603777885,0.0
+batch,1,347,2.936570405960083,0.0625,0.009622327983379364,0.0
+batch,1,348,2.8834142684936523,0.125,0.040320202708244324,0.0
+batch,1,349,2.850877285003662,0.125,0.009720295667648315,0.0
+batch,1,350,2.864643096923828,0.0625,0.04878433048725128,0.0
+batch,1,351,2.9117326736450195,0.0625,0.033380985260009766,0.0
+batch,1,352,2.8020009994506836,0.1875,0.010082419961690903,0.0
+batch,1,353,2.7390315532684326,0.1875,0.06352510303258896,0.0
+batch,1,354,2.896418809890747,0.1875,0.023562544956803322,0.0
+batch,1,355,2.843646287918091,0.125,-0.005012512672692537,0.0
+batch,1,356,2.902833938598633,0.0625,0.04267424717545509,0.0
+batch,1,357,3.029571533203125,0.0,0.008571876212954521,0.0
+batch,1,358,2.8773293495178223,0.0,0.02311326190829277,0.0
+batch,1,359,2.9520461559295654,0.0,0.011217751540243626,0.0
+batch,1,360,2.811594247817993,0.25,0.07567720860242844,0.0
+batch,1,361,3.0393009185791016,0.0,0.0704217329621315,0.0
+batch,1,362,2.72418475151062,0.25,-0.00501252431422472,0.0
+batch,1,363,2.7665257453918457,0.0625,0.00806862860918045,0.0
+batch,1,364,2.8549580574035645,0.0625,0.01043774001300335,0.0
+batch,1,365,2.819783926010132,0.1875,0.022486388683319092,0.0
+batch,1,366,2.8999483585357666,0.0625,0.010067311115562916,0.0
+batch,1,367,2.813392400741577,0.0625,0.06768350303173065,0.0
+batch,1,368,2.941575050354004,0.0625,0.04014023393392563,0.0
+batch,1,369,2.6982719898223877,0.0625,-0.005012554116547108,0.0
+batch,1,370,2.883131742477417,0.0,0.021471839398145676,0.0
+batch,1,371,2.887742042541504,0.0625,-0.005012554116547108,0.0
+batch,1,372,2.8663065433502197,0.25,0.01003219187259674,0.0
+batch,1,373,2.755875825881958,0.3125,-0.005012539215385914,0.0
+batch,1,374,2.80422043800354,0.25,-0.005012544337660074,0.0
+batch,1,375,2.899785280227661,0.125,-0.005012486595660448,0.0
+batch,1,376,2.945582389831543,0.0,0.02271800860762596,0.0
+batch,1,377,2.833590030670166,0.1875,0.009270898997783661,0.0
+batch,1,378,2.771756172180176,0.0625,0.008507592603564262,0.0
+batch,1,379,2.792316198348999,0.1875,0.05064696446061134,0.0
+batch,1,380,2.8571841716766357,0.0625,0.0926305502653122,0.0
+batch,1,381,2.9096901416778564,0.0,0.022542288526892662,0.0
+batch,1,382,2.8503642082214355,0.1875,0.011137602850794792,0.0
+batch,1,383,2.8242857456207275,0.1875,0.025679413229227066,0.0
+batch,1,384,2.95320463180542,0.125,0.057005543261766434,0.0
+batch,1,385,3.11411714553833,0.0,0.05505122244358063,0.0
+batch,1,386,2.793499708175659,0.1875,0.03875197842717171,0.0
+batch,1,387,2.777735948562622,0.0625,0.009392095729708672,0.0
+batch,1,388,3.0221621990203857,0.125,0.06657557934522629,0.0
+batch,1,389,3.007195472717285,0.0625,0.030035316944122314,0.0
+batch,1,390,2.7851102352142334,0.0,0.02595634013414383,0.0
+batch,1,391,2.8975608348846436,0.125,0.027817320078611374,0.0
+batch,1,392,2.847825288772583,0.1875,0.010780248790979385,0.0
+batch,1,393,2.9187448024749756,0.0625,0.05945452302694321,0.0
+batch,1,394,2.8694674968719482,0.3125,0.028754692524671555,0.0
+batch,1,395,2.8627941608428955,0.0,0.024950919672846794,0.0
+batch,1,396,2.9430980682373047,0.0,0.052332036197185516,0.0
+batch,1,397,2.8072104454040527,0.125,0.03890533000230789,0.0
+batch,1,398,2.7291417121887207,0.125,0.009206028655171394,0.0
+batch,1,399,2.886571168899536,0.125,0.06201058626174927,0.0
+batch,1,400,2.830578327178955,0.125,-0.0050125522539019585,0.0
+batch,1,401,2.9129207134246826,0.1875,0.009150568395853043,0.0
+batch,1,402,2.8481719493865967,0.0625,0.022845765575766563,0.0
+batch,1,403,2.8574726581573486,0.0625,-0.0050125448033213615,0.0
+batch,1,404,2.8835458755493164,0.125,0.044140446931123734,0.0
+batch,1,405,2.7128164768218994,0.0625,-0.005012535490095615,0.0
+batch,1,406,2.8271842002868652,0.0625,0.010316647589206696,0.0
+batch,1,407,2.9013073444366455,0.125,-0.005012554116547108,0.0
+batch,1,408,2.940013885498047,0.125,0.02347247302532196,0.0
+batch,1,409,2.781432867050171,0.125,0.02427738718688488,0.0
+batch,1,410,2.814918041229248,0.0625,0.009281083941459656,0.0
+batch,1,411,2.787531614303589,0.1875,0.03742546588182449,0.0
+batch,1,412,2.793368339538574,0.0625,0.04138240963220596,0.0
+batch,1,413,2.797844648361206,0.0625,0.010258551687002182,0.0
+batch,1,414,2.9197311401367188,0.0,0.012159005738794804,0.0
+batch,1,415,2.8531172275543213,0.125,0.036920733749866486,0.0
+batch,1,416,2.7657506465911865,0.0625,0.027596792206168175,0.0
+batch,1,417,2.8357937335968018,0.0625,0.010799847543239594,0.0
+batch,1,418,2.6488699913024902,0.1875,0.029630843549966812,0.0
+batch,1,419,2.7495675086975098,0.125,0.02545948512852192,0.0
+batch,1,420,2.8042664527893066,0.3125,-0.005012550391256809,0.0
+batch,1,421,3.0367074012756348,0.0625,0.03701550513505936,0.0
+batch,1,422,2.8667871952056885,0.0625,0.07121136039495468,0.0
+batch,1,423,2.743847608566284,0.125,0.03849394619464874,0.0
+batch,1,424,2.9975171089172363,0.0625,0.03422608971595764,0.0
+batch,1,425,2.7187938690185547,0.1875,0.024060696363449097,0.0
+batch,1,426,2.8964388370513916,0.125,0.01013491302728653,0.0
+batch,1,427,2.7261502742767334,0.1875,0.08002767711877823,0.0
+batch,1,428,2.663119316101074,0.1875,-0.005012561567127705,0.0
+batch,1,429,2.904723644256592,0.0625,0.041314512491226196,0.0
+batch,1,430,2.913289785385132,0.0,0.009359832853078842,0.0
+batch,1,431,2.712794303894043,0.1875,0.024455007165670395,0.0
+batch,1,432,2.9819369316101074,0.0625,0.011333064176142216,0.0
+batch,1,433,2.8729777336120605,0.0625,0.03856186196208,0.0
+batch,1,434,2.756876230239868,0.1875,0.023045919835567474,0.0
+batch,1,435,2.8334028720855713,0.1875,-0.0050125522539019585,0.0
+batch,1,436,2.737206220626831,0.1875,-0.005012580193579197,0.0
+batch,1,437,2.939969062805176,0.0625,0.02603708580136299,0.0
+batch,1,438,2.9013895988464355,0.125,0.010201174765825272,0.0
+batch,1,439,2.759813070297241,0.1875,-0.005012503359466791,0.0
+batch,1,440,2.811018228530884,0.125,0.01010763831436634,0.0
+batch,1,441,2.6007721424102783,0.0625,-0.005012565292418003,0.0
+batch,1,442,2.747063398361206,0.1875,0.008964916691184044,0.0
+batch,1,443,2.7637763023376465,0.1875,-0.0050126006826758385,0.0
+batch,1,444,2.9163737297058105,0.0,0.025243323296308517,0.0
+batch,1,445,2.6859638690948486,0.125,-0.005012542940676212,0.0
+batch,1,446,2.853121042251587,0.1875,0.025428522378206253,0.0
+batch,1,447,2.8724074363708496,0.0,-0.005012501031160355,0.0
+batch,1,448,2.7304465770721436,0.0625,0.023862317204475403,0.0
+batch,1,449,2.671977996826172,0.1875,0.011218312196433544,0.0
+batch,1,450,2.859006881713867,0.125,0.04863400012254715,0.0
+batch,1,451,2.7342681884765625,0.0625,0.010216876864433289,0.0
+batch,1,452,2.8248417377471924,0.125,0.023814674466848373,0.0
+batch,1,453,2.8411264419555664,0.1875,0.08032699674367905,0.0
+batch,1,454,2.7094004154205322,0.1875,-0.005012565292418003,0.0
+batch,1,455,2.698437452316284,0.1875,-0.005012604407966137,0.0
+batch,1,456,2.875788688659668,0.125,0.028561830520629883,0.0
+batch,1,457,3.088632822036743,0.0,-0.005012561567127705,0.0
+batch,1,458,2.8178200721740723,0.0,0.042920198291540146,0.0
+batch,1,459,2.6985628604888916,0.125,0.009846814908087254,0.0
+batch,1,460,2.7182505130767822,0.0625,-0.005012504756450653,0.0
+batch,1,461,2.7807157039642334,0.125,0.025801390409469604,0.0
+batch,1,462,2.712982416152954,0.0625,-0.0050125280395150185,0.0
+batch,1,463,2.6303601264953613,0.25,0.024322785437107086,0.0
+batch,1,464,2.6448705196380615,0.125,-0.0050125764682888985,0.0
+batch,1,465,2.772200107574463,0.125,0.009962083771824837,0.0
+batch,1,466,2.74806547164917,0.125,0.009705787524580956,0.0
+batch,1,467,2.848954200744629,0.0,0.012360961176455021,0.0
+batch,1,468,2.7842648029327393,0.1875,-0.005012550391256809,0.0
+batch,1,469,2.920865535736084,0.125,0.02780882455408573,0.0
+batch,1,470,2.7228217124938965,0.125,0.02257467806339264,0.0
+batch,1,471,2.6401424407958984,0.25,0.03486237674951553,0.0
+batch,1,472,2.9100630283355713,0.125,-0.005012561567127705,0.0
+batch,1,473,2.7559547424316406,0.125,-0.005012583918869495,0.0
+batch,1,474,2.781005859375,0.0625,0.009444300085306168,0.0
+batch,1,475,2.788379669189453,0.0,0.022424161434173584,0.0
+batch,1,476,2.9335944652557373,0.0625,0.05919371917843819,0.0
+batch,1,477,2.6837239265441895,0.25,0.023537028580904007,0.0
+batch,1,478,2.8426477909088135,0.0,-0.00501254852861166,0.0
+batch,1,479,2.786116361618042,0.0625,0.05858473852276802,0.0
+batch,1,480,2.6819045543670654,0.0,-0.005012531764805317,0.0
+batch,1,481,2.72214674949646,0.0,-0.0050125084817409515,0.0
+batch,1,482,2.6703081130981445,0.0625,0.011413654312491417,0.0
+batch,1,483,2.548469066619873,0.125,0.01212957501411438,0.0
+batch,1,484,2.87959623336792,0.0,0.02529805898666382,0.0
+batch,1,485,2.6916186809539795,0.0625,-0.005012555979192257,0.0
+batch,1,486,2.6414411067962646,0.0625,-0.005012585781514645,0.0
+batch,1,487,2.6841611862182617,0.125,0.008999809622764587,0.0
+batch,1,488,2.754171371459961,0.125,0.032002903521060944,0.0
+batch,1,489,2.7728333473205566,0.125,0.0582721009850502,0.0
+batch,1,490,2.686361789703369,0.0625,0.026936165988445282,0.0
+batch,1,491,2.8207359313964844,0.0,0.04112701863050461,0.0
+batch,1,492,2.6540541648864746,0.0625,0.009915541857481003,0.0
+batch,1,493,2.8376848697662354,0.0625,0.008919443935155869,0.0
+batch,1,494,2.7008180618286133,0.1875,0.028457781299948692,0.0
+batch,1,495,2.663588285446167,0.1875,0.008642849512398243,0.0
+batch,1,496,2.7557756900787354,0.125,0.011217464692890644,0.0
+batch,1,497,2.739109992980957,0.3125,0.011302695609629154,0.0
+batch,1,498,2.9196794033050537,0.0,-0.005012512672692537,0.0
+batch,1,499,2.69199538230896,0.0,-0.005012526176869869,0.0
+batch,1,500,2.766219139099121,0.0625,0.009476576000452042,0.0
+batch,1,501,2.623715400695801,0.1875,0.03841501101851463,0.0
+batch,1,502,2.5967273712158203,0.0625,0.018011875450611115,0.0
+batch,1,503,2.683634042739868,0.0,0.025226391851902008,0.0
+batch,1,504,2.874596357345581,0.125,0.011713655665516853,0.0
+batch,1,505,2.616076946258545,0.125,0.009699544869363308,0.0
+batch,1,506,2.802307367324829,0.0,0.009328607469797134,0.0
+batch,1,507,2.606808662414551,0.125,0.013354543596506119,0.0
+batch,1,508,2.869879722595215,0.0,-0.0050125764682888985,0.0
+batch,1,509,2.931678295135498,0.0,-0.005012549925595522,0.0
+epoch,1,-1,2.9338776748399047,0.07687591956841588,0.027565532384951616,57.22177696228027
+batch,2,0,2.7939321994781494,0.0625,0.008688545785844326,0.0
+batch,2,1,2.661696434020996,0.0625,0.008904533460736275,0.0
+batch,2,2,2.800804615020752,0.0,0.009164167568087578,0.0
+batch,2,3,2.585475444793701,0.125,-0.005012495908886194,0.0
+batch,2,4,2.6536448001861572,0.1875,-0.005012561567127705,0.0
+batch,2,5,2.7850162982940674,0.125,-0.0050125690177083015,0.0
+batch,2,6,2.748823881149292,0.1875,0.009198719635605812,0.0
+batch,2,7,2.678596019744873,0.1875,0.012090396136045456,0.0
+batch,2,8,2.8384106159210205,0.0625,-0.0050125448033213615,0.0
+batch,2,9,2.759049415588379,0.125,-0.005012598820030689,0.0
+batch,2,10,2.989013910293579,0.0,-0.005012513138353825,0.0
+batch,2,11,2.804471015930176,0.125,0.011932363733649254,0.0
+batch,2,12,2.663959264755249,0.0625,-0.005012537352740765,0.0
+batch,2,13,2.791403293609619,0.0625,0.00955111812800169,0.0
+batch,2,14,2.708643674850464,0.125,0.012083007022738457,0.0
+batch,2,15,2.639739990234375,0.125,0.010496890172362328,0.0
+batch,2,16,2.7482423782348633,0.0625,0.011102605611085892,0.0
+batch,2,17,2.6685876846313477,0.0,0.010209884494543076,0.0
+batch,2,18,2.6485466957092285,0.0,0.010035824030637741,0.0
+batch,2,19,2.842057704925537,0.0625,-0.005012554116547108,0.0
+batch,2,20,2.791980743408203,0.125,0.045962803065776825,0.0
+batch,2,21,2.834388017654419,0.1875,-0.0050125205889344215,0.0
+batch,2,22,2.6245927810668945,0.1875,0.03114623948931694,0.0
+batch,2,23,2.8347651958465576,0.0,0.025343652814626694,0.0
+batch,2,24,2.704432487487793,0.1875,0.011546788737177849,0.0
+batch,2,25,2.561636447906494,0.125,-0.00501254852861166,0.0
+batch,2,26,2.7716875076293945,0.0625,0.00984569638967514,0.0
+batch,2,27,2.732401132583618,0.0625,-0.00501254852861166,0.0
+batch,2,28,2.6499640941619873,0.25,0.012980757281184196,0.0
+batch,2,29,2.726576328277588,0.125,0.012321533635258675,0.0
+batch,2,30,2.6849474906921387,0.1875,0.01065891794860363,0.0
+batch,2,31,2.5965335369110107,0.0625,0.009890297427773476,0.0
+batch,2,32,2.8345706462860107,0.125,0.028357986360788345,0.0
+batch,2,33,2.846095323562622,0.0625,0.028775688260793686,0.0
+batch,2,34,2.7740323543548584,0.125,0.07519382238388062,0.0
+batch,2,35,2.6587073802948,0.0,-0.005012542475014925,0.0
+batch,2,36,2.47012996673584,0.1875,-0.0050125280395150185,0.0
+batch,2,37,2.7763211727142334,0.0625,0.037464164197444916,0.0
+batch,2,38,2.905411958694458,0.0625,0.04700096324086189,0.0
+batch,2,39,2.754005193710327,0.0,-0.005012484733015299,0.0
+batch,2,40,2.8602092266082764,0.0625,0.03846793621778488,0.0
+batch,2,41,2.751624822616577,0.125,0.010538376867771149,0.0
+batch,2,42,2.7134439945220947,0.125,-0.005012550391256809,0.0
+batch,2,43,2.742729663848877,0.1875,0.03512507304549217,0.0
+batch,2,44,2.8631186485290527,0.0,0.024411436170339584,0.0
+batch,2,45,2.795395851135254,0.125,0.03646776080131531,0.0
+batch,2,46,2.638540506362915,0.1875,0.014725922606885433,0.0
+batch,2,47,2.574049949645996,0.3125,0.021217800676822662,0.0
+batch,2,48,3.0000531673431396,0.0625,-0.0050124842673540115,0.0
+batch,2,49,2.9001660346984863,0.0625,0.00874934159219265,0.0
+batch,2,50,2.828495740890503,0.0625,0.031768664717674255,0.0
+batch,2,51,2.7491493225097656,0.125,0.026275433599948883,0.0
+batch,2,52,2.6665077209472656,0.0625,0.010693708434700966,0.0
+batch,2,53,2.8778178691864014,0.0625,-0.005012476816773415,0.0
+batch,2,54,2.8536083698272705,0.0,-0.005012660752981901,0.0
+batch,2,55,2.4515976905822754,0.25,-0.005012602545320988,0.0
+batch,2,56,2.7073652744293213,0.0,0.010566359385848045,0.0
+batch,2,57,2.6502041816711426,0.0625,0.009229758754372597,0.0
+batch,2,58,2.6225483417510986,0.3125,0.0390162356197834,0.0
+batch,2,59,2.6539015769958496,0.0,0.01018403097987175,0.0
+batch,2,60,2.773561477661133,0.1875,-0.005012570880353451,0.0
+batch,2,61,2.6165213584899902,0.125,0.02611551061272621,0.0
+batch,2,62,2.5944316387176514,0.125,-0.005012557841837406,0.0
+batch,2,63,2.780355215072632,0.0,0.010378961451351643,0.0
+batch,2,64,2.5623748302459717,0.25,-0.005012512672692537,0.0
+batch,2,65,2.66965913772583,0.0625,-0.005012550391256809,0.0
+batch,2,66,2.7095885276794434,0.125,0.03235222026705742,0.0
+batch,2,67,2.5852890014648438,0.0625,0.010287447832524776,0.0
+batch,2,68,2.794886350631714,0.0,0.03282959386706352,0.0
+batch,2,69,2.7272300720214844,0.0625,0.009488756768405437,0.0
+batch,2,70,2.4305081367492676,0.25,-0.005012555979192257,0.0
+batch,2,71,2.7577435970306396,0.125,0.07503026723861694,0.0
+batch,2,72,2.6037681102752686,0.1875,0.037103958427906036,0.0
+batch,2,73,2.632087469100952,0.1875,-0.005012557841837406,0.0
+batch,2,74,2.674487590789795,0.125,0.010910356417298317,0.0
+batch,2,75,2.7386128902435303,0.0,0.009185339324176311,0.0
+batch,2,76,2.7619075775146484,0.0625,0.024839622899889946,0.0
+batch,2,77,2.998863458633423,0.0625,0.06429041177034378,0.0
+batch,2,78,2.5391976833343506,0.125,-0.00501254852861166,0.0
+batch,2,79,2.7712478637695312,0.0625,0.03389495238661766,0.0
+batch,2,80,2.632404327392578,0.125,0.06728789210319519,0.0
+batch,2,81,2.620985269546509,0.125,0.06515875458717346,0.0
+batch,2,82,2.4535908699035645,0.1875,-0.005012529902160168,0.0
+batch,2,83,2.6439409255981445,0.125,0.013805962167680264,0.0
+batch,2,84,2.7845427989959717,0.1875,0.01030194852501154,0.0
+batch,2,85,2.5910587310791016,0.125,-0.0050125764682888985,0.0
+batch,2,86,2.8236958980560303,0.0,-0.005012515000998974,0.0
+batch,2,87,2.4074583053588867,0.1875,0.010029764845967293,0.0
+batch,2,88,2.634333372116089,0.0,-0.005012540612369776,0.0
+batch,2,89,2.5578196048736572,0.0,-0.005012521520256996,0.0
+batch,2,90,2.55531644821167,0.0625,-0.005012615583837032,0.0
+batch,2,91,2.9625632762908936,0.0,-0.005012531764805317,0.0
+batch,2,92,2.4705252647399902,0.0625,0.008438948541879654,0.0
+batch,2,93,2.7993967533111572,0.125,0.010440846905112267,0.0
+batch,2,94,2.7263293266296387,0.0625,0.009313501417636871,0.0
+batch,2,95,2.534839391708374,0.25,0.009959282353520393,0.0
+batch,2,96,2.509686231613159,0.1875,0.009915666654706001,0.0
+batch,2,97,2.7857303619384766,0.1875,0.012841012328863144,0.0
+batch,2,98,2.5211033821105957,0.125,0.008967581205070019,0.0
+batch,2,99,2.553302049636841,0.0,-0.00501254852861166,0.0
+batch,2,100,2.7091681957244873,0.25,-0.0050125280395150185,0.0
+batch,2,101,2.847551107406616,0.0,0.011877832934260368,0.0
+batch,2,102,2.7361838817596436,0.125,0.011067640036344528,0.0
+batch,2,103,2.9193570613861084,0.0,0.010581884533166885,0.0
+batch,2,104,2.900221824645996,0.0,0.02686888724565506,0.0
+batch,2,105,2.827822208404541,0.125,0.014027035795152187,0.0
+batch,2,106,2.7103335857391357,0.0625,-0.00501254852861166,0.0
+batch,2,107,2.5969302654266357,0.1875,-0.00501259695738554,0.0
+batch,2,108,2.7593138217926025,0.0625,0.02401846833527088,0.0
+batch,2,109,2.6377618312835693,0.125,0.03906714543700218,0.0
+batch,2,110,2.6784422397613525,0.1875,0.06460970640182495,0.0
+batch,2,111,2.5314111709594727,0.125,0.04017084836959839,0.0
+batch,2,112,2.746763229370117,0.1875,0.015431458130478859,0.0
+batch,2,113,2.5999748706817627,0.1875,0.011415169574320316,0.0
+batch,2,114,2.8277387619018555,0.0,0.0423506535589695,0.0
+batch,2,115,2.7356443405151367,0.125,0.008028100244700909,0.0
+batch,2,116,2.6670384407043457,0.125,-0.005012520123273134,0.0
+batch,2,117,2.7190492153167725,0.125,0.024790063500404358,0.0
+batch,2,118,2.578728199005127,0.25,0.00764033617451787,0.0
+batch,2,119,2.6737868785858154,0.125,0.00802348181605339,0.0
+batch,2,120,2.5970308780670166,0.0625,0.00827065110206604,0.0
+batch,2,121,2.7349259853363037,0.1875,-0.005012625362724066,0.0
+batch,2,122,2.6831979751586914,0.0625,-0.005012539215385914,0.0
+batch,2,123,2.636880397796631,0.0625,0.03193425387144089,0.0
+batch,2,124,2.629659414291382,0.125,0.024179963394999504,0.0
+batch,2,125,2.599128007888794,0.1875,0.014200891368091106,0.0
+batch,2,126,2.874312162399292,0.0625,-0.005012533627450466,0.0
+batch,2,127,2.8539352416992188,0.1875,0.010031051933765411,0.0
+batch,2,128,2.8004140853881836,0.0625,0.0450437068939209,0.0
+batch,2,129,2.5449421405792236,0.25,-0.005012533627450466,0.0
+batch,2,130,2.5078489780426025,0.125,0.00859990157186985,0.0
+batch,2,131,2.660668134689331,0.125,0.012425307184457779,0.0
+batch,2,132,2.691239833831787,0.0625,0.025522150099277496,0.0
+batch,2,133,2.4934089183807373,0.25,0.026132456958293915,0.0
+batch,2,134,2.5987584590911865,0.125,0.012309471145272255,0.0
+batch,2,135,2.5753884315490723,0.1875,0.010867905803024769,0.0
+batch,2,136,2.673307180404663,0.0625,0.04548026621341705,0.0
+batch,2,137,2.6180033683776855,0.1875,0.014302868396043777,0.0
+batch,2,138,2.537900686264038,0.125,0.03490203991532326,0.0
+batch,2,139,2.7866835594177246,0.0625,0.02732185274362564,0.0
+batch,2,140,2.9803121089935303,0.0625,0.025770356878638268,0.0
+batch,2,141,2.8167684078216553,0.0625,0.03239910304546356,0.0
+batch,2,142,2.765044927597046,0.125,0.02859569899737835,0.0
+batch,2,143,2.6714959144592285,0.3125,-0.0050125145353376865,0.0
+batch,2,144,2.561988353729248,0.125,0.041886068880558014,0.0
+batch,2,145,2.4549496173858643,0.3125,0.023351535201072693,0.0
+batch,2,146,2.745501756668091,0.125,0.04930258169770241,0.0
+batch,2,147,2.759530544281006,0.1875,0.04109074920415878,0.0
+batch,2,148,2.5566132068634033,0.25,0.03199256956577301,0.0
+batch,2,149,2.6650590896606445,0.0625,0.014202844351530075,0.0
+batch,2,150,2.5559234619140625,0.3125,0.02273453027009964,0.0
+batch,2,151,2.5073888301849365,0.125,-0.005012557841837406,0.0
+batch,2,152,2.8432862758636475,0.0,0.010642671957612038,0.0
+batch,2,153,2.669847249984741,0.0,-0.0050125038251280785,0.0
+batch,2,154,2.5747227668762207,0.25,0.023471836000680923,0.0
+batch,2,155,2.5669870376586914,0.1875,0.010674377903342247,0.0
+batch,2,156,2.686086893081665,0.125,-0.005012550391256809,0.0
+batch,2,157,2.665442705154419,0.0625,0.029577989131212234,0.0
+batch,2,158,2.720768928527832,0.0625,0.04273500293493271,0.0
+batch,2,159,2.679351329803467,0.0625,0.02903836965560913,0.0
+batch,2,160,2.6450068950653076,0.0625,-0.005012563429772854,0.0
+batch,2,161,2.4897005558013916,0.0625,-0.005012555979192257,0.0
+batch,2,162,2.5815622806549072,0.125,-0.005012489855289459,0.0
+batch,2,163,2.642467975616455,0.125,0.02879166230559349,0.0
+batch,2,164,2.665982723236084,0.1875,0.012138986960053444,0.0
+batch,2,165,2.602367401123047,0.25,0.011265341192483902,0.0
+batch,2,166,2.6005334854125977,0.125,0.012134356424212456,0.0
+batch,2,167,2.484034538269043,0.25,0.0098418565467,0.0
+batch,2,168,2.724133014678955,0.1875,0.0073244706727564335,0.0
+batch,2,169,2.844957113265991,0.0625,0.007627200800925493,0.0
+batch,2,170,2.5310959815979004,0.125,-0.005012525711208582,0.0
+batch,2,171,2.842542886734009,0.0625,-0.0050124842673540115,0.0
+batch,2,172,2.537440538406372,0.125,0.023966196924448013,0.0
+batch,2,173,2.598921537399292,0.125,-0.005012537352740765,0.0
+batch,2,174,2.77447247505188,0.0625,-0.005012509413063526,0.0
+batch,2,175,2.6207900047302246,0.1875,0.011578135192394257,0.0
+batch,2,176,2.6622328758239746,0.0625,0.04768005385994911,0.0
+batch,2,177,2.781148910522461,0.0,-0.0050125219859182835,0.0
+batch,2,178,2.7393290996551514,0.1875,0.03601742535829544,0.0
+batch,2,179,2.696575164794922,0.0625,0.009497018530964851,0.0
+batch,2,180,2.578483819961548,0.125,0.039748355746269226,0.0
+batch,2,181,2.6877541542053223,0.0625,0.008998561650514603,0.0
+batch,2,182,2.7688632011413574,0.0,0.02342856302857399,0.0
+batch,2,183,2.7355194091796875,0.1875,0.05145375430583954,0.0
+batch,2,184,2.60296368598938,0.125,-0.00501250522211194,0.0
+batch,2,185,2.9980509281158447,0.0625,-0.00501254852861166,0.0
+batch,2,186,2.700282573699951,0.0625,-0.005012602545320988,0.0
+batch,2,187,2.4193403720855713,0.1875,0.025862300768494606,0.0
+batch,2,188,2.700619697570801,0.125,-0.005012480542063713,0.0
+batch,2,189,2.6207163333892822,0.375,-0.005012587644159794,0.0
+batch,2,190,2.6358988285064697,0.0,-0.005012492183595896,0.0
+batch,2,191,2.5959672927856445,0.125,0.008102566003799438,0.0
+batch,2,192,2.7139506340026855,0.0625,0.05074092000722885,0.0
+batch,2,193,2.864229679107666,0.0,0.04381054267287254,0.0
+batch,2,194,2.720914363861084,0.125,0.039795055985450745,0.0
+batch,2,195,2.904062509536743,0.1875,-0.0050125205889344215,0.0
+batch,2,196,2.782588243484497,0.1875,0.024483270943164825,0.0
+batch,2,197,3.0265355110168457,0.0625,0.06261345744132996,0.0
+batch,2,198,2.91277813911438,0.0,0.017275378108024597,0.0
+batch,2,199,2.8016366958618164,0.0,0.03326728194952011,0.0
+batch,2,200,2.6201157569885254,0.0625,-0.005012478679418564,0.0
+batch,2,201,2.7347381114959717,0.125,0.008312026038765907,0.0
+batch,2,202,2.796351671218872,0.1875,0.03702028840780258,0.0
+batch,2,203,2.654005765914917,0.1875,0.010402781888842583,0.0
+batch,2,204,2.6339972019195557,0.1875,0.02227487787604332,0.0
+batch,2,205,2.579303503036499,0.125,-0.00501251220703125,0.0
+batch,2,206,2.5443711280822754,0.1875,0.011283406987786293,0.0
+batch,2,207,2.9162909984588623,0.0625,0.01056789979338646,0.0
+batch,2,208,2.746116876602173,0.0,-0.005012478679418564,0.0
+batch,2,209,2.7353217601776123,0.0,0.00890764594078064,0.0
+batch,2,210,2.529900312423706,0.25,0.00911643821746111,0.0
+batch,2,211,2.7055482864379883,0.0,0.009420773014426231,0.0
+batch,2,212,2.598073959350586,0.1875,-0.0050125932320952415,0.0
+batch,2,213,2.8905043601989746,0.0,0.008671540766954422,0.0
+batch,2,214,2.622453451156616,0.0625,0.009882628917694092,0.0
+batch,2,215,2.7041563987731934,0.125,-0.005012529902160168,0.0
+batch,2,216,2.6372101306915283,0.125,0.027348339557647705,0.0
+batch,2,217,2.7757766246795654,0.0625,0.008287351578474045,0.0
+batch,2,218,2.629309892654419,0.125,-0.0050125205889344215,0.0
+batch,2,219,2.411292791366577,0.1875,0.010940800420939922,0.0
+batch,2,220,2.603532075881958,0.0625,-0.0050125280395150185,0.0
+batch,2,221,2.6164538860321045,0.3125,-0.005012495443224907,0.0
+batch,2,222,2.6917495727539062,0.125,0.026506520807743073,0.0
+batch,2,223,2.7627782821655273,0.1875,0.012362964451313019,0.0
+batch,2,224,2.6526927947998047,0.0625,0.009318992495536804,0.0
+batch,2,225,2.4372658729553223,0.1875,-0.005012492183595896,0.0
+batch,2,226,2.4472885131835938,0.375,0.00904110074043274,0.0
+batch,2,227,2.5913355350494385,0.25,0.010141279548406601,0.0
+batch,2,228,2.492213726043701,0.3125,0.04818352311849594,0.0
+batch,2,229,2.6547303199768066,0.1875,0.015850529074668884,0.0
+batch,2,230,2.7296812534332275,0.0,0.01092441938817501,0.0
+batch,2,231,2.786888837814331,0.0625,0.026803474873304367,0.0
+batch,2,232,2.930798292160034,0.0625,0.01170334778726101,0.0
+batch,2,233,2.5785276889801025,0.1875,0.03390948846936226,0.0
+batch,2,234,2.7102537155151367,0.0625,-0.005012604407966137,0.0
+batch,2,235,2.681433916091919,0.0,0.04037895053625107,0.0
+batch,2,236,2.8880059719085693,0.0,-0.005012520123273134,0.0
+batch,2,237,2.782447099685669,0.1875,0.011984080076217651,0.0
+batch,2,238,2.725588798522949,0.125,0.01052897609770298,0.0
+batch,2,239,2.636950731277466,0.1875,-0.005012465640902519,0.0
+batch,2,240,2.8090386390686035,0.0625,0.010257616639137268,0.0
+batch,2,241,2.7214555740356445,0.0625,0.02639228105545044,0.0
+batch,2,242,2.5372231006622314,0.1875,0.01133336778730154,0.0
+batch,2,243,2.776414394378662,0.125,-0.005012542940676212,0.0
+batch,2,244,2.832561731338501,0.0625,-0.0050124675035476685,0.0
+batch,2,245,2.879591703414917,0.0625,-0.005012540612369776,0.0
+batch,2,246,2.607468843460083,0.0625,0.02328481152653694,0.0
+batch,2,247,2.4464313983917236,0.25,0.010303834453225136,0.0
+batch,2,248,2.5618374347686768,0.3125,0.03844919055700302,0.0
+batch,2,249,2.853578805923462,0.0625,-0.005012544337660074,0.0
+batch,2,250,2.7533185482025146,0.0625,-0.0050125727429986,0.0
+batch,2,251,2.6625423431396484,0.0,0.010713554918766022,0.0
+batch,2,252,2.723215341567993,0.125,0.02191794663667679,0.0
+batch,2,253,2.648858070373535,0.125,0.02608077973127365,0.0
+batch,2,254,2.9116320610046387,0.0625,0.02676966041326523,0.0
+batch,2,255,2.892979145050049,0.0,0.010086283087730408,0.0
+batch,2,256,2.6184134483337402,0.125,0.029184427112340927,0.0
+batch,2,257,2.625762462615967,0.0625,0.00848545040935278,0.0
+batch,2,258,2.6606526374816895,0.25,0.010663490742444992,0.0
+batch,2,259,2.349381923675537,0.25,-0.005012583918869495,0.0
+batch,2,260,3.1314563751220703,0.0625,0.021499579772353172,0.0
+batch,2,261,2.641111373901367,0.0625,0.03574521839618683,0.0
+batch,2,262,2.4156367778778076,0.25,-0.005012542475014925,0.0
+batch,2,263,2.9743494987487793,0.0625,0.011270366609096527,0.0
+batch,2,264,2.9005095958709717,0.1875,-0.005012587644159794,0.0
+batch,2,265,2.5296518802642822,0.1875,-0.005012537352740765,0.0
+batch,2,266,2.6953694820404053,0.125,-0.005012570880353451,0.0
+batch,2,267,2.4071204662323,0.375,0.010381806641817093,0.0
+batch,2,268,2.528228282928467,0.3125,0.00863422267138958,0.0
+batch,2,269,2.642570734024048,0.1875,0.010010872036218643,0.0
+batch,2,270,2.5836145877838135,0.1875,0.026676427572965622,0.0
+batch,2,271,2.9063308238983154,0.0625,0.026448946446180344,0.0
+batch,2,272,2.9633848667144775,0.0,0.02653072401881218,0.0
+batch,2,273,2.623239517211914,0.125,0.008407694287598133,0.0
+batch,2,274,2.718446731567383,0.125,-0.005012484733015299,0.0
+batch,2,275,2.604828357696533,0.0625,0.013277974911034107,0.0
+batch,2,276,2.32741117477417,0.375,0.02501904033124447,0.0
+batch,2,277,2.484999895095825,0.1875,-0.005012570880353451,0.0
+batch,2,278,2.7444803714752197,0.0625,-0.00501254852861166,0.0
+batch,2,279,2.7171125411987305,0.0,0.010963395237922668,0.0
+batch,2,280,2.574683427810669,0.125,0.023719051852822304,0.0
+batch,2,281,2.6540653705596924,0.0625,-0.005012570880353451,0.0
+batch,2,282,2.6682779788970947,0.0625,0.010130831971764565,0.0
+batch,2,283,2.757750988006592,0.0625,-0.0050125280395150185,0.0
+batch,2,284,2.605395555496216,0.0625,-0.005012561567127705,0.0
+batch,2,285,2.5275986194610596,0.25,0.012704504653811455,0.0
+batch,2,286,2.515735149383545,0.1875,-0.005012527573853731,0.0
+batch,2,287,2.7953503131866455,0.0625,0.013146990910172462,0.0
+batch,2,288,2.6176435947418213,0.25,-0.005012591369450092,0.0
+batch,2,289,2.4729785919189453,0.25,0.044496651738882065,0.0
+batch,2,290,2.6189210414886475,0.125,-0.005012499634176493,0.0
+batch,2,291,2.7097978591918945,0.1875,-0.005012595094740391,0.0
+batch,2,292,2.660853385925293,0.0625,0.029606342315673828,0.0
+batch,2,293,2.739914655685425,0.125,0.01139912847429514,0.0
+batch,2,294,2.4880762100219727,0.125,-0.005012561567127705,0.0
+batch,2,295,2.450732946395874,0.375,-0.0050125522539019585,0.0
+batch,2,296,2.9202239513397217,0.0,0.011298060417175293,0.0
+batch,2,297,2.6968047618865967,0.0625,-0.005012518726289272,0.0
+batch,2,298,2.685803174972534,0.0625,-0.005012535490095615,0.0
+batch,2,299,2.720362901687622,0.125,0.026036106050014496,0.0
+batch,2,300,2.6687700748443604,0.0625,-0.0050124903209507465,0.0
+batch,2,301,2.7717745304107666,0.0625,0.015035128220915794,0.0
+batch,2,302,2.6891846656799316,0.125,0.02906443178653717,0.0
+batch,2,303,2.6667399406433105,0.1875,0.010678309947252274,0.0
+batch,2,304,2.726827621459961,0.1875,0.014482173137366772,0.0
+batch,2,305,2.623685359954834,0.1875,-0.00501254852861166,0.0
+batch,2,306,2.561537265777588,0.0625,0.030282823368906975,0.0
+batch,2,307,2.6621029376983643,0.125,-0.005012542475014925,0.0
+batch,2,308,2.7001378536224365,0.0625,-0.0050124977715313435,0.0
+batch,2,309,2.5462024211883545,0.1875,0.030368050560355186,0.0
+batch,2,310,2.5063483715057373,0.25,-0.00501252431422472,0.0
+batch,2,311,2.773608922958374,0.0625,0.010744839906692505,0.0
+batch,2,312,2.4317381381988525,0.25,0.009339740499854088,0.0
+batch,2,313,2.8081517219543457,0.0625,-0.005012503359466791,0.0
+batch,2,314,2.986171245574951,0.125,0.02734619751572609,0.0
+batch,2,315,2.88594388961792,0.0625,0.010708512738347054,0.0
+batch,2,316,2.9144446849823,0.0625,0.008512752130627632,0.0
+batch,2,317,2.567817449569702,0.0625,0.027751008048653603,0.0
+batch,2,318,2.909316301345825,0.125,0.011712215840816498,0.0
+batch,2,319,2.630910634994507,0.0625,0.012071117758750916,0.0
+batch,2,320,2.626451253890991,0.1875,-0.005012580193579197,0.0
+batch,2,321,2.7654645442962646,0.125,-0.0050125764682888985,0.0
+batch,2,322,2.5266404151916504,0.125,-0.00501254852861166,0.0
+batch,2,323,2.6478350162506104,0.0625,0.029977547004818916,0.0
+batch,2,324,2.755157709121704,0.0,0.010805092751979828,0.0
+batch,2,325,2.7853591442108154,0.0625,0.011316482909023762,0.0
+batch,2,326,2.65496563911438,0.1875,0.01160064060240984,0.0
+batch,2,327,2.556647539138794,0.1875,0.01040260586887598,0.0
+batch,2,328,2.4195828437805176,0.1875,-0.0050125704146921635,0.0
+batch,2,329,2.8539063930511475,0.125,-0.005012525711208582,0.0
+batch,2,330,2.6789345741271973,0.1875,-0.005012587644159794,0.0
+batch,2,331,2.3746345043182373,0.1875,-0.005012582056224346,0.0
+batch,2,332,2.4409101009368896,0.0625,-0.005012536887079477,0.0
+batch,2,333,2.48307728767395,0.125,0.04652588069438934,0.0
+batch,2,334,2.870030641555786,0.125,-0.005012542940676212,0.0
+batch,2,335,2.8084444999694824,0.0625,0.007769848220050335,0.0
+batch,2,336,2.748804807662964,0.1875,-0.0050124903209507465,0.0
+batch,2,337,2.685910940170288,0.0625,-0.0050125522539019585,0.0
+batch,2,338,2.8721067905426025,0.0,-0.005012565292418003,0.0
+batch,2,339,2.558405637741089,0.0625,-0.005012476816773415,0.0
+batch,2,340,2.872399091720581,0.1875,-0.005012501496821642,0.0
+batch,2,341,2.6696414947509766,0.1875,-0.005012535490095615,0.0
+batch,2,342,2.724527359008789,0.125,0.012919521890580654,0.0
+batch,2,343,2.6958248615264893,0.125,0.012244226410984993,0.0
+batch,2,344,2.347586154937744,0.125,0.0251707062125206,0.0
+batch,2,345,2.547347068786621,0.1875,0.04238357022404671,0.0
+batch,2,346,2.6257636547088623,0.0625,-0.005012516863644123,0.0
+batch,2,347,2.729865312576294,0.125,0.00834334921091795,0.0
+batch,2,348,2.4364559650421143,0.3125,-0.005012539215385914,0.0
+batch,2,349,2.6811110973358154,0.0625,0.02543477714061737,0.0
+batch,2,350,2.5968878269195557,0.1875,0.010251294821500778,0.0
+batch,2,351,2.6558573246002197,0.0,-0.005012494046241045,0.0
+batch,2,352,2.8421266078948975,0.125,-0.005012542940676212,0.0
+batch,2,353,2.678863286972046,0.125,-0.005012559704482555,0.0
+batch,2,354,2.4905664920806885,0.25,-0.005012536887079477,0.0
+batch,2,355,2.6942899227142334,0.0625,-0.0050125448033213615,0.0
+batch,2,356,2.6386327743530273,0.125,0.008181428536772728,0.0
+batch,2,357,2.7912402153015137,0.0,0.009522298350930214,0.0
+batch,2,358,2.9591736793518066,0.0625,0.007512650452554226,0.0
+batch,2,359,2.615391731262207,0.25,0.012561725452542305,0.0
+batch,2,360,2.665402889251709,0.0,-0.005012591369450092,0.0
+batch,2,361,2.686868906021118,0.25,-0.005012563429772854,0.0
+batch,2,362,2.758025646209717,0.0,0.00790758803486824,0.0
+batch,2,363,2.5573365688323975,0.125,-0.005012529902160168,0.0
+batch,2,364,2.698410749435425,0.0,0.012056173756718636,0.0
+batch,2,365,2.5420095920562744,0.1875,-0.00501254852861166,0.0
+batch,2,366,2.763587713241577,0.0625,0.00784794706851244,0.0
+batch,2,367,2.650820016860962,0.125,0.02347406931221485,0.0
+batch,2,368,2.7967851161956787,0.0,-0.005012499634176493,0.0
+batch,2,369,2.51921010017395,0.125,0.028941992670297623,0.0
+batch,2,370,2.7044990062713623,0.0,0.011678915470838547,0.0
+batch,2,371,2.6506218910217285,0.0625,0.012912262231111526,0.0
+batch,2,372,2.221471071243286,0.125,-0.005012516397982836,0.0
+batch,2,373,2.516543388366699,0.0,0.015125597827136517,0.0
+batch,2,374,2.5486514568328857,0.0625,-0.005012499634176493,0.0
+batch,2,375,2.7113735675811768,0.125,-0.005012522451579571,0.0
+batch,2,376,2.5729265213012695,0.125,-0.005012561567127705,0.0
+batch,2,377,2.4921796321868896,0.125,-0.005012554116547108,0.0
+batch,2,378,2.575667142868042,0.0,0.008287893608212471,0.0
+batch,2,379,2.592963933944702,0.1875,0.026776492595672607,0.0
+batch,2,380,2.844822406768799,0.125,0.019443552941083908,0.0
+batch,2,381,2.464185953140259,0.1875,0.011846153996884823,0.0
+batch,2,382,2.3995988368988037,0.125,0.009386977180838585,0.0
+batch,2,383,2.602506399154663,0.1875,0.061468273401260376,0.0
+batch,2,384,2.509263753890991,0.0625,-0.005012554116547108,0.0
+batch,2,385,2.6047322750091553,0.0625,-0.005012522451579571,0.0
+batch,2,386,2.374973773956299,0.25,0.04188913479447365,0.0
+batch,2,387,2.93861985206604,0.0625,-0.005012550391256809,0.0
+batch,2,388,2.686927318572998,0.25,0.010725339874625206,0.0
+batch,2,389,2.713793992996216,0.125,0.03309241309762001,0.0
+batch,2,390,2.6302013397216797,0.1875,0.061690717935562134,0.0
+batch,2,391,2.458468198776245,0.3125,0.0146518275141716,0.0
+batch,2,392,2.517791509628296,0.1875,0.026100173592567444,0.0
+batch,2,393,2.479482650756836,0.125,0.009034696966409683,0.0
+batch,2,394,2.422459363937378,0.125,0.03779822960495949,0.0
+batch,2,395,2.879384756088257,0.125,0.04403233528137207,0.0
+batch,2,396,2.3123795986175537,0.1875,0.02168775349855423,0.0
+batch,2,397,2.626417636871338,0.125,0.009472709149122238,0.0
+batch,2,398,2.7731759548187256,0.125,0.010318397544324398,0.0
+batch,2,399,2.6542139053344727,0.0,0.02655894309282303,0.0
+batch,2,400,2.911079168319702,0.0625,0.03258146345615387,0.0
+batch,2,401,2.635444402694702,0.125,-0.005012591369450092,0.0
+batch,2,402,2.6627442836761475,0.1875,0.010063620284199715,0.0
+batch,2,403,2.499382257461548,0.1875,0.010552649386227131,0.0
+batch,2,404,2.7308242321014404,0.0625,0.024965152144432068,0.0
+batch,2,405,2.8737568855285645,0.1875,-0.005012518260627985,0.0
+batch,2,406,2.641009569168091,0.0,-0.005012520123273134,0.0
+batch,2,407,2.5036542415618896,0.0625,-0.005012546665966511,0.0
+batch,2,408,2.7127113342285156,0.0625,0.01239653117954731,0.0
+batch,2,409,2.953037977218628,0.0625,0.010488051921129227,0.0
+batch,2,410,2.413578510284424,0.3125,0.008665268309414387,0.0
+batch,2,411,2.6938223838806152,0.125,0.025392327457666397,0.0
+batch,2,412,2.842074394226074,0.0625,0.00951576791703701,0.0
+batch,2,413,2.623675584793091,0.1875,-0.005012540612369776,0.0
+batch,2,414,2.822065830230713,0.0625,0.009704832918941975,0.0
+batch,2,415,2.5617241859436035,0.1875,0.011032474227249622,0.0
+batch,2,416,2.351740837097168,0.1875,0.011577880010008812,0.0
+batch,2,417,2.524402379989624,0.25,0.008380946703255177,0.0
+batch,2,418,2.5107455253601074,0.125,0.012126019224524498,0.0
+batch,2,419,2.5484049320220947,0.125,0.012647943571209908,0.0
+batch,2,420,2.7856476306915283,0.0625,-0.005012585781514645,0.0
+batch,2,421,2.5791687965393066,0.0625,-0.005012559704482555,0.0
+batch,2,422,2.476365804672241,0.25,0.026853395625948906,0.0
+batch,2,423,2.4213902950286865,0.25,0.025117434561252594,0.0
+batch,2,424,2.437338352203369,0.1875,-0.005012511275708675,0.0
+batch,2,425,2.662987470626831,0.1875,0.026855768635869026,0.0
+batch,2,426,2.4094879627227783,0.1875,0.011380585841834545,0.0
+batch,2,427,2.787611722946167,0.0,-0.005012527573853731,0.0
+batch,2,428,2.716245651245117,0.0,0.008915310725569725,0.0
+batch,2,429,2.773300886154175,0.125,0.010353775694966316,0.0
+batch,2,430,2.7514240741729736,0.125,-0.005012494046241045,0.0
+batch,2,431,2.6644256114959717,0.125,-0.005012503359466791,0.0
+batch,2,432,2.631924629211426,0.1875,0.021623989567160606,0.0
+batch,2,433,2.645465612411499,0.125,0.023993507027626038,0.0
+batch,2,434,2.566786527633667,0.125,0.011876188218593597,0.0
+batch,2,435,2.5578527450561523,0.0625,-0.005012580193579197,0.0
+batch,2,436,2.562532901763916,0.125,0.04657415673136711,0.0
+batch,2,437,2.6943304538726807,0.125,0.03484710305929184,0.0
+batch,2,438,2.6125104427337646,0.125,-0.005012527573853731,0.0
+batch,2,439,2.508338212966919,0.125,0.02516051195561886,0.0
+batch,2,440,2.670214891433716,0.3125,-0.005012563429772854,0.0
+batch,2,441,2.4756689071655273,0.0625,-0.005012517794966698,0.0
+batch,2,442,2.556190252304077,0.125,0.013716001994907856,0.0
+batch,2,443,2.4544973373413086,0.25,0.012176545336842537,0.0
+batch,2,444,2.526604413986206,0.125,0.011066794395446777,0.0
+batch,2,445,2.6954071521759033,0.0625,0.027335382997989655,0.0
+batch,2,446,2.5745389461517334,0.125,-0.0050125448033213615,0.0
+batch,2,447,2.6734139919281006,0.1875,-0.0050124735571444035,0.0
+batch,2,448,2.5738484859466553,0.125,0.02867314964532852,0.0
+batch,2,449,2.767122983932495,0.0625,0.02687043696641922,0.0
+batch,2,450,2.7726075649261475,0.0,0.00909203290939331,0.0
+batch,2,451,2.60001540184021,0.1875,0.014378749765455723,0.0
+batch,2,452,2.6261684894561768,0.0625,0.014208330772817135,0.0
+batch,2,453,2.9900248050689697,0.0625,0.028187401592731476,0.0
+batch,2,454,2.4473719596862793,0.1875,0.006841729860752821,0.0
+batch,2,455,2.7162110805511475,0.0,-0.005012580193579197,0.0
+batch,2,456,2.7538325786590576,0.0625,0.027526548132300377,0.0
+batch,2,457,2.6693613529205322,0.0625,0.049480076879262924,0.0
+batch,2,458,2.661219358444214,0.125,0.045361243188381195,0.0
+batch,2,459,2.578645706176758,0.1875,-0.005012535024434328,0.0
+batch,2,460,2.60074520111084,0.125,0.02891647070646286,0.0
+batch,2,461,2.601475477218628,0.125,-0.005012535490095615,0.0
+batch,2,462,2.7330384254455566,0.1875,-0.00501254852861166,0.0
+batch,2,463,2.64387583732605,0.0625,-0.005012437701225281,0.0
+batch,2,464,2.678709030151367,0.1875,0.024426955729722977,0.0
+batch,2,465,2.546510934829712,0.125,0.009429912082850933,0.0
+batch,2,466,2.654082775115967,0.0625,-0.005012546665966511,0.0
+batch,2,467,2.826592445373535,0.125,0.02585024945437908,0.0
+batch,2,468,2.9471518993377686,0.0625,0.009919507429003716,0.0
+batch,2,469,2.586296558380127,0.125,0.023415908217430115,0.0
+batch,2,470,2.7175896167755127,0.0625,0.011278019286692142,0.0
+batch,2,471,2.504741907119751,0.125,-0.005012525711208582,0.0
+batch,2,472,2.6572985649108887,0.125,0.023690830916166306,0.0
+batch,2,473,2.78786039352417,0.0,0.006126719992607832,0.0
+batch,2,474,2.8260583877563477,0.0,0.04338200017809868,0.0
+batch,2,475,2.7074735164642334,0.0625,-0.005012461915612221,0.0
+batch,2,476,2.945986032485962,0.0,-0.005012478679418564,0.0
+batch,2,477,2.8524200916290283,0.125,-0.005012461915612221,0.0
+batch,2,478,2.553177833557129,0.1875,0.04009658098220825,0.0
+batch,2,479,2.5929958820343018,0.1875,0.010825148783624172,0.0
+batch,2,480,2.4219024181365967,0.1875,-0.0050124977715313435,0.0
+batch,2,481,2.4556174278259277,0.1875,0.009498012252151966,0.0
+batch,2,482,2.8743300437927246,0.0,-0.0050125280395150185,0.0
+batch,2,483,2.70831036567688,0.0625,-0.005012471228837967,0.0
+batch,2,484,2.7296621799468994,0.1875,-0.00501259695738554,0.0
+batch,2,485,2.77541184425354,0.0625,0.009419629350304604,0.0
+batch,2,486,2.624774694442749,0.1875,-0.005012615583837032,0.0
+batch,2,487,2.4958925247192383,0.1875,0.008481429889798164,0.0
+batch,2,488,2.4480676651000977,0.0,0.011157087050378323,0.0
+batch,2,489,2.8453218936920166,0.0625,0.023823197931051254,0.0
+batch,2,490,2.812727689743042,0.0,-0.005012523848563433,0.0
+batch,2,491,2.604175329208374,0.125,0.007377772592008114,0.0
+batch,2,492,2.8999547958374023,0.1875,0.029368892312049866,0.0
+batch,2,493,2.7539148330688477,0.0625,0.026670312508940697,0.0
+batch,2,494,2.3852930068969727,0.125,0.013124714605510235,0.0
+batch,2,495,2.5640110969543457,0.125,0.00795937329530716,0.0
+batch,2,496,2.625332832336426,0.0625,0.011385099031031132,0.0
+batch,2,497,2.556851863861084,0.0625,0.02695154771208763,0.0
+batch,2,498,2.4271745681762695,0.125,-0.005012574605643749,0.0
+batch,2,499,2.5415585041046143,0.1875,0.02473384700715542,0.0
+batch,2,500,2.730138063430786,0.125,0.011870453134179115,0.0
+batch,2,501,2.786473035812378,0.0625,0.0074843899346888065,0.0
+batch,2,502,2.5328028202056885,0.1875,0.008276404812932014,0.0
+batch,2,503,2.646730422973633,0.25,0.04645053669810295,0.0
+batch,2,504,2.7251670360565186,0.0,0.039822377264499664,0.0
+batch,2,505,2.6168065071105957,0.1875,0.036264896392822266,0.0
+batch,2,506,2.527832508087158,0.0625,0.022817710414528847,0.0
+batch,2,507,2.8072588443756104,0.0,0.02632879838347435,0.0
+batch,2,508,2.5059940814971924,0.125,-0.0050124917179346085,0.0
+batch,2,509,2.3773858547210693,0.08333333333333333,0.03907186910510063,0.0
+epoch,2,-1,2.670437196471517,0.11905345757724374,0.012177783545727532,59.780898094177246
+batch,3,0,2.762721300125122,0.1875,0.011279397644102573,0.0
+batch,3,1,3.0012459754943848,0.0625,0.01180106308311224,0.0
+batch,3,2,2.8441951274871826,0.0625,-0.005012580193579197,0.0
+batch,3,3,2.7637367248535156,0.1875,0.011365581303834915,0.0
+batch,3,4,2.5928187370300293,0.0,0.024914098903536797,0.0
+batch,3,5,2.571747064590454,0.0,-0.005012550391256809,0.0
+batch,3,6,2.7153689861297607,0.0625,-0.005012604407966137,0.0
+batch,3,7,2.8113625049591064,0.1875,0.040793657302856445,0.0
+batch,3,8,2.9303066730499268,0.0625,0.023510552942752838,0.0
+batch,3,9,3.1752920150756836,0.0,-0.005012516863644123,0.0
+batch,3,10,2.921832323074341,0.1875,-0.005012565292418003,0.0
+batch,3,11,2.840252637863159,0.0625,-0.005012448877096176,0.0
+batch,3,12,2.9488987922668457,0.0625,0.06302773952484131,0.0
+batch,3,13,2.7557544708251953,0.0,-0.005012495908886194,0.0
+batch,3,14,2.8155505657196045,0.125,-0.005012481007725,0.0
+batch,3,15,2.7494311332702637,0.125,0.023638812825083733,0.0
+batch,3,16,2.7039618492126465,0.125,-0.005012589506804943,0.0
+batch,3,17,2.815446615219116,0.125,-0.005012611858546734,0.0
+batch,3,18,2.789398670196533,0.125,0.025775084272027016,0.0
+batch,3,19,2.4727396965026855,0.0,0.010254313237965107,0.0
+batch,3,20,2.642638683319092,0.125,-0.005012447014451027,0.0
+batch,3,21,2.8961236476898193,0.125,-0.005012602545320988,0.0
+batch,3,22,2.807753801345825,0.125,-0.0050124977715313435,0.0
+batch,3,23,2.721301794052124,0.1875,0.02400609850883484,0.0
+batch,3,24,2.4612505435943604,0.1875,-0.005012585781514645,0.0
+batch,3,25,2.4774765968322754,0.25,0.027742687612771988,0.0
+batch,3,26,2.6913437843322754,0.125,0.0329868420958519,0.0
+batch,3,27,2.65677547454834,0.125,0.025298597291111946,0.0
+batch,3,28,2.813646078109741,0.125,0.01103561744093895,0.0
+batch,3,29,2.4561870098114014,0.1875,0.04228165000677109,0.0
+batch,3,30,2.5596230030059814,0.0625,-0.005012481007725,0.0
+batch,3,31,2.6267948150634766,0.1875,0.027260228991508484,0.0
+batch,3,32,2.743825674057007,0.0625,-0.0050126174464821815,0.0
+batch,3,33,2.8065364360809326,0.0,0.02474665269255638,0.0
+batch,3,34,2.628856897354126,0.1875,0.0072685168124735355,0.0
+batch,3,35,2.893343210220337,0.0625,0.0222327820956707,0.0
+batch,3,36,2.8958938121795654,0.1875,-0.005012582056224346,0.0
+batch,3,37,2.6860837936401367,0.1875,-0.00501252943649888,0.0
+batch,3,38,3.0325589179992676,0.0625,-0.005012432113289833,0.0
+batch,3,39,2.5892744064331055,0.3125,0.011922473087906837,0.0
+batch,3,40,2.8997011184692383,0.0625,0.012206779792904854,0.0
+batch,3,41,2.629366874694824,0.0,-0.005012510344386101,0.0
+batch,3,42,2.5426716804504395,0.0,0.007892236113548279,0.0
+batch,3,43,2.5348241329193115,0.1875,-0.005012582056224346,0.0
+batch,3,44,2.6019930839538574,0.3125,0.011576035059988499,0.0
+batch,3,45,2.5441465377807617,0.125,0.011545533314347267,0.0
+batch,3,46,2.739060640335083,0.0,0.02588852494955063,0.0
+batch,3,47,2.5834801197052,0.3125,0.00963253527879715,0.0
+batch,3,48,2.6473515033721924,0.1875,0.02692589722573757,0.0
+batch,3,49,2.5479259490966797,0.1875,0.011845985427498817,0.0
+batch,3,50,2.742290735244751,0.1875,-0.005012474954128265,0.0
+batch,3,51,2.5443286895751953,0.125,0.010428497567772865,0.0
+batch,3,52,2.8263394832611084,0.0625,0.05882495641708374,0.0
+batch,3,53,2.553304433822632,0.0625,-0.005012537352740765,0.0
+batch,3,54,2.582918405532837,0.375,0.012854394502937794,0.0
+batch,3,55,2.764533042907715,0.0625,0.010674414224922657,0.0
+batch,3,56,2.468930244445801,0.1875,-0.0050125764682888985,0.0
+batch,3,57,2.51214337348938,0.0625,0.00931759737432003,0.0
+batch,3,58,2.569978952407837,0.125,-0.005012515000998974,0.0
+batch,3,59,2.640021800994873,0.25,0.013781418092548847,0.0
+batch,3,60,2.4841928482055664,0.25,0.025684192776679993,0.0
+batch,3,61,2.45255446434021,0.1875,-0.0050125522539019585,0.0
+batch,3,62,2.6586101055145264,0.0625,0.026969442144036293,0.0
+batch,3,63,2.7632737159729004,0.0625,0.015925675630569458,0.0
+batch,3,64,2.4750354290008545,0.25,-0.005012557841837406,0.0
+batch,3,65,2.5432088375091553,0.25,0.012409880757331848,0.0
+batch,3,66,2.4786386489868164,0.1875,0.04564269632101059,0.0
+batch,3,67,2.7160186767578125,0.0625,-0.005012604407966137,0.0
+batch,3,68,2.5094847679138184,0.0625,0.010301132686436176,0.0
+batch,3,69,2.9444754123687744,0.0625,-0.005012527108192444,0.0
+batch,3,70,2.5602262020111084,0.0625,0.012307470664381981,0.0
+batch,3,71,2.7716400623321533,0.0625,0.010994144715368748,0.0
+batch,3,72,2.7045257091522217,0.0625,0.02384697087109089,0.0
+batch,3,73,2.8510448932647705,0.0625,0.02894657850265503,0.0
+batch,3,74,2.715759515762329,0.0625,0.010186580009758472,0.0
+batch,3,75,2.768989086151123,0.0625,-0.005012583918869495,0.0
+batch,3,76,2.404191732406616,0.0625,0.01213640347123146,0.0
+batch,3,77,2.774601459503174,0.1875,0.013262469321489334,0.0
+batch,3,78,2.5714757442474365,0.1875,-0.0050125764682888985,0.0
+batch,3,79,2.523465394973755,0.1875,-0.00501264538615942,0.0
+batch,3,80,2.7066309452056885,0.0,0.01057096291333437,0.0
+batch,3,81,2.653878688812256,0.125,0.04103619605302811,0.0
+batch,3,82,2.5385630130767822,0.0625,0.009051662869751453,0.0
+batch,3,83,2.546027183532715,0.25,0.027324646711349487,0.0
+batch,3,84,2.5518107414245605,0.25,0.010495174676179886,0.0
+batch,3,85,2.6634981632232666,0.0625,-0.0050125727429986,0.0
+batch,3,86,2.722918748855591,0.125,0.0256584994494915,0.0
+batch,3,87,2.780634880065918,0.0625,0.009481801651418209,0.0
+batch,3,88,2.385603189468384,0.25,0.012732617557048798,0.0
+batch,3,89,2.7768325805664062,0.1875,0.02545662224292755,0.0
+batch,3,90,2.402240037918091,0.125,0.01307290606200695,0.0
+batch,3,91,2.5153181552886963,0.125,0.008078613318502903,0.0
+batch,3,92,2.4258902072906494,0.25,0.006262344308197498,0.0
+batch,3,93,2.5355756282806396,0.125,-0.005012506619095802,0.0
+batch,3,94,2.785992383956909,0.25,0.009361820295453072,0.0
+batch,3,95,2.73830246925354,0.125,0.043481092900037766,0.0
+batch,3,96,2.7260701656341553,0.0625,-0.005012480542063713,0.0
+batch,3,97,2.4937944412231445,0.375,0.07535749673843384,0.0
+batch,3,98,2.500959634780884,0.3125,0.04074624925851822,0.0
+batch,3,99,2.662872314453125,0.125,0.04847751557826996,0.0
+batch,3,100,2.544238328933716,0.1875,-0.005012582056224346,0.0
+batch,3,101,2.4491755962371826,0.125,0.013550813309848309,0.0
+batch,3,102,2.820430040359497,0.0,0.04517337679862976,0.0
+batch,3,103,2.4097554683685303,0.0625,-0.0050125727429986,0.0
+batch,3,104,2.6723105907440186,0.1875,0.00891823135316372,0.0
+batch,3,105,2.637357473373413,0.125,0.032782770693302155,0.0
+batch,3,106,2.8300185203552246,0.0,0.008726723492145538,0.0
+batch,3,107,2.347141981124878,0.3125,-0.0050125448033213615,0.0
+batch,3,108,2.699828863143921,0.125,0.02489897981286049,0.0
+batch,3,109,2.4134786128997803,0.25,0.008629503659904003,0.0
+batch,3,110,2.7569663524627686,0.125,0.00912531279027462,0.0
+batch,3,111,2.4681766033172607,0.0625,-0.00501243956387043,0.0
+batch,3,112,2.4705986976623535,0.125,-0.005012559704482555,0.0
+batch,3,113,2.426354169845581,0.4375,0.013272778131067753,0.0
+batch,3,114,2.8016316890716553,0.0,0.0477326475083828,0.0
+batch,3,115,2.645009994506836,0.25,0.013446822762489319,0.0
+batch,3,116,2.397303342819214,0.1875,-0.005012533161789179,0.0
+batch,3,117,2.809861898422241,0.125,0.014045270159840584,0.0
+batch,3,118,2.3978140354156494,0.1875,-0.005012604407966137,0.0
+batch,3,119,2.4814095497131348,0.0625,-0.005012503359466791,0.0
+batch,3,120,2.6171793937683105,0.125,-0.0050125727429986,0.0
+batch,3,121,2.3374574184417725,0.25,-0.005012518726289272,0.0
+batch,3,122,2.473609685897827,0.0625,0.010555255226790905,0.0
+batch,3,123,2.4538638591766357,0.125,0.04419628530740738,0.0
+batch,3,124,2.7190539836883545,0.1875,-0.005012533627450466,0.0
+batch,3,125,2.7265450954437256,0.125,-0.005012486595660448,0.0
+batch,3,126,2.6627063751220703,0.1875,0.011919848620891571,0.0
+batch,3,127,2.709277391433716,0.0,0.0073572248220443726,0.0
+batch,3,128,2.3601186275482178,0.375,-0.005012574605643749,0.0
+batch,3,129,2.630290985107422,0.125,-0.005012580193579197,0.0
+batch,3,130,2.4647791385650635,0.125,-0.005012595094740391,0.0
+batch,3,131,2.6870763301849365,0.0,-0.0050125280395150185,0.0
+batch,3,132,2.694028377532959,0.1875,0.039620887488126755,0.0
+batch,3,133,2.68359112739563,0.0,-0.005012480542063713,0.0
+batch,3,134,2.360973596572876,0.125,0.021726910024881363,0.0
+batch,3,135,2.4169044494628906,0.1875,0.00910620205104351,0.0
+batch,3,136,2.4377784729003906,0.125,0.021446630358695984,0.0
+batch,3,137,2.6898937225341797,0.0625,0.023602228611707687,0.0
+batch,3,138,2.6243879795074463,0.25,0.04069595783948898,0.0
+batch,3,139,2.4793686866760254,0.5,-0.005012514069676399,0.0
+batch,3,140,2.2900748252868652,0.375,0.027116699144244194,0.0
+batch,3,141,2.4842348098754883,0.1875,0.04228844866156578,0.0
+batch,3,142,2.3541476726531982,0.1875,0.010118936188519001,0.0
+batch,3,143,2.586185932159424,0.0625,0.013370443135499954,0.0
+batch,3,144,2.9081966876983643,0.0,-0.0050125448033213615,0.0
+batch,3,145,2.6127233505249023,0.1875,0.022315464913845062,0.0
+batch,3,146,2.528273820877075,0.1875,0.010135868564248085,0.0
+batch,3,147,2.6824631690979004,0.0625,0.007230324670672417,0.0
+batch,3,148,2.463764190673828,0.125,0.015282660722732544,0.0
+batch,3,149,2.6353867053985596,0.1875,0.04187801480293274,0.0
+batch,3,150,2.6770811080932617,0.25,0.024514051154255867,0.0
+batch,3,151,2.8216495513916016,0.125,0.03066788613796234,0.0
+batch,3,152,2.5949854850769043,0.0625,0.024819642305374146,0.0
+batch,3,153,2.906510353088379,0.0625,0.008408031426370144,0.0
+batch,3,154,2.4975593090057373,0.125,0.027398593723773956,0.0
+batch,3,155,2.511884927749634,0.1875,0.016499031335115433,0.0
+batch,3,156,2.3763859272003174,0.3125,-0.0050125084817409515,0.0
+batch,3,157,2.318617343902588,0.125,0.02424066700041294,0.0
+batch,3,158,2.614664077758789,0.125,0.014171669259667397,0.0
+batch,3,159,2.41524076461792,0.1875,0.009736144915223122,0.0
+batch,3,160,2.4971261024475098,0.25,0.027155475690960884,0.0
+batch,3,161,2.7523698806762695,0.0,0.029720483347773552,0.0
+batch,3,162,2.666499614715576,0.125,0.04459933936595917,0.0
+batch,3,163,2.6646552085876465,0.125,0.04288157448172569,0.0
+batch,3,164,2.626688003540039,0.0625,0.009224435314536095,0.0
+batch,3,165,2.4422717094421387,0.125,0.008614023216068745,0.0
+batch,3,166,2.4414641857147217,0.1875,0.027574941515922546,0.0
+batch,3,167,2.4461886882781982,0.1875,0.014681469649076462,0.0
+batch,3,168,2.632452964782715,0.125,0.017606256529688835,0.0
+batch,3,169,2.511247396469116,0.0625,-0.00501255551353097,0.0
+batch,3,170,2.5954174995422363,0.125,-0.0050126006826758385,0.0
+batch,3,171,2.4865503311157227,0.1875,0.02531064674258232,0.0
+batch,3,172,2.6557118892669678,0.0625,0.010430285707116127,0.0
+batch,3,173,2.5263969898223877,0.125,-0.0050126658752560616,0.0
+batch,3,174,2.885803461074829,0.125,0.009972510859370232,0.0
+batch,3,175,2.525156021118164,0.125,0.010863869450986385,0.0
+batch,3,176,2.727198362350464,0.125,-0.0050124842673540115,0.0
+batch,3,177,2.9314463138580322,0.0625,0.01647980511188507,0.0
+batch,3,178,2.671138048171997,0.125,0.00992368534207344,0.0
+batch,3,179,2.7849507331848145,0.1875,0.01128398161381483,0.0
+batch,3,180,2.320422887802124,0.25,-0.005012595094740391,0.0
+batch,3,181,2.354757785797119,0.25,0.012863077223300934,0.0
+batch,3,182,2.6499500274658203,0.125,-0.0050125280395150185,0.0
+batch,3,183,2.2185957431793213,0.3125,-0.005012542940676212,0.0
+batch,3,184,2.765424966812134,0.125,0.011179430410265923,0.0
+batch,3,185,2.6946046352386475,0.0,-0.00501262117177248,0.0
+batch,3,186,2.589747667312622,0.0,0.012553121894598007,0.0
+batch,3,187,2.7263712882995605,0.0625,0.012921934947371483,0.0
+batch,3,188,2.604473352432251,0.125,0.010348178446292877,0.0
+batch,3,189,2.5379598140716553,0.1875,-0.005012533627450466,0.0
+batch,3,190,2.6503617763519287,0.25,-0.005012489855289459,0.0
+batch,3,191,2.540097236633301,0.125,0.011123445816338062,0.0
+batch,3,192,2.442564010620117,0.3125,-0.005012503359466791,0.0
+batch,3,193,2.7787320613861084,0.125,0.03508276492357254,0.0
+batch,3,194,2.6038479804992676,0.1875,-0.005012598820030689,0.0
+batch,3,195,2.7651824951171875,0.0625,-0.005012499634176493,0.0
+batch,3,196,2.4993419647216797,0.25,0.01233791932463646,0.0
+batch,3,197,2.729341983795166,0.1875,-0.005012515000998974,0.0
+batch,3,198,2.5654022693634033,0.1875,0.02279835380613804,0.0
+batch,3,199,2.5252301692962646,0.1875,-0.005012520123273134,0.0
+batch,3,200,2.82851505279541,0.125,0.013174743391573429,0.0
+batch,3,201,2.6798129081726074,0.1875,0.027825351804494858,0.0
+batch,3,202,2.721877098083496,0.125,0.009317955002188683,0.0
+batch,3,203,3.011496067047119,0.0625,-0.005012494046241045,0.0
+batch,3,204,2.5634779930114746,0.25,0.016033191233873367,0.0
+batch,3,205,2.657898426055908,0.0625,-0.005012473091483116,0.0
+batch,3,206,2.536423683166504,0.0,0.07034071534872055,0.0
+batch,3,207,2.607102155685425,0.1875,0.011608848348259926,0.0
+batch,3,208,2.429584264755249,0.1875,0.01264995988458395,0.0
+batch,3,209,2.5158531665802,0.0625,0.01035935990512371,0.0
+batch,3,210,2.3901736736297607,0.0625,-0.005012578330934048,0.0
+batch,3,211,2.649862289428711,0.125,-0.005012510810047388,0.0
+batch,3,212,2.492309808731079,0.1875,0.02768377959728241,0.0
+batch,3,213,2.314211130142212,0.1875,0.04788605123758316,0.0
+batch,3,214,2.407717704772949,0.1875,0.04950627684593201,0.0
+batch,3,215,2.5005886554718018,0.125,-0.005012529902160168,0.0
+batch,3,216,2.33966326713562,0.375,0.02779659628868103,0.0
+batch,3,217,2.545941114425659,0.125,-0.005012514069676399,0.0
+batch,3,218,2.689018964767456,0.125,-0.005012522451579571,0.0
+batch,3,219,2.6345407962799072,0.125,0.04083777219057083,0.0
+batch,3,220,2.569157600402832,0.125,-0.005012567155063152,0.0
+batch,3,221,2.7733514308929443,0.0625,-0.005012533161789179,0.0
+batch,3,222,2.5098698139190674,0.1875,0.016342300921678543,0.0
+batch,3,223,2.6897997856140137,0.125,0.011498584412038326,0.0
+batch,3,224,2.4365246295928955,0.25,0.04304218292236328,0.0
+batch,3,225,2.525782585144043,0.125,0.023483559489250183,0.0
+batch,3,226,2.5627567768096924,0.125,0.014421850442886353,0.0
+batch,3,227,2.607548952102661,0.125,0.009915059432387352,0.0
+batch,3,228,2.6356828212738037,0.1875,-0.005012501031160355,0.0
+batch,3,229,2.588453769683838,0.125,-0.005012583918869495,0.0
+batch,3,230,2.70080828666687,0.25,-0.005012515000998974,0.0
+batch,3,231,2.3507182598114014,0.3125,0.011628379113972187,0.0
+batch,3,232,2.6441783905029297,0.0625,0.03699157387018204,0.0
+batch,3,233,2.6859405040740967,0.0625,0.01421051099896431,0.0
+batch,3,234,2.5918076038360596,0.125,0.022639725357294083,0.0
+batch,3,235,2.627228021621704,0.0625,-0.005012559704482555,0.0
+batch,3,236,2.7959532737731934,0.0625,0.009929778054356575,0.0
+batch,3,237,2.3955416679382324,0.0625,0.025647085160017014,0.0
+batch,3,238,2.6035993099212646,0.0,0.02861950732767582,0.0
+batch,3,239,2.864797353744507,0.125,0.025408431887626648,0.0
+batch,3,240,2.232048273086548,0.25,0.029121650382876396,0.0
+batch,3,241,2.46026873588562,0.125,0.012101750820875168,0.0
+batch,3,242,2.20833683013916,0.3125,0.01178898848593235,0.0
+batch,3,243,2.437535047531128,0.0625,0.02969725802540779,0.0
+batch,3,244,3.0622470378875732,0.0,0.011317340657114983,0.0
+batch,3,245,2.658522844314575,0.0,-0.005012589506804943,0.0
+batch,3,246,2.494140386581421,0.0625,0.012644883245229721,0.0
+batch,3,247,2.9227194786071777,0.0625,0.013276921585202217,0.0
+batch,3,248,2.4583523273468018,0.25,-0.005012540612369776,0.0
+batch,3,249,2.821889638900757,0.0625,-0.005012516863644123,0.0
+batch,3,250,2.714930772781372,0.1875,0.029167931526899338,0.0
+batch,3,251,2.350158929824829,0.1875,-0.005012670066207647,0.0
+batch,3,252,2.594477653503418,0.0625,0.020612621679902077,0.0
+batch,3,253,2.7113239765167236,0.0625,-0.005012486595660448,0.0
+batch,3,254,2.657623767852783,0.125,0.007831910625100136,0.0
+batch,3,255,2.6217124462127686,0.125,-0.005012501496821642,0.0
+batch,3,256,2.543344259262085,0.0,0.01009851973503828,0.0
+batch,3,257,2.83293080329895,0.0625,-0.0050125727429986,0.0
+batch,3,258,2.6794838905334473,0.0625,0.012737646698951721,0.0
+batch,3,259,2.7180445194244385,0.0,0.007795742712914944,0.0
+batch,3,260,2.376474618911743,0.125,0.008355043828487396,0.0
+batch,3,261,2.5053553581237793,0.125,-0.0050125522539019585,0.0
+batch,3,262,2.2643954753875732,0.1875,0.013521905057132244,0.0
+batch,3,263,2.6186130046844482,0.1875,0.007326009217649698,0.0
+batch,3,264,2.6290957927703857,0.125,-0.005012544337660074,0.0
+batch,3,265,2.4849495887756348,0.125,-0.005012636072933674,0.0
+batch,3,266,2.8591456413269043,0.1875,0.009009568952023983,0.0
+batch,3,267,2.608224868774414,0.25,0.011449210345745087,0.0
+batch,3,268,2.481867790222168,0.0625,0.04697538539767265,0.0
+batch,3,269,2.5584871768951416,0.0625,-0.005012461915612221,0.0
+batch,3,270,2.466538190841675,0.25,-0.005012554116547108,0.0
+batch,3,271,2.4409968852996826,0.0625,-0.005012574605643749,0.0
+batch,3,272,2.6460654735565186,0.125,-0.005012561101466417,0.0
+batch,3,273,2.6548337936401367,0.0625,0.015664901584386826,0.0
+batch,3,274,2.5389304161071777,0.0625,-0.005012499168515205,0.0
+batch,3,275,2.6276702880859375,0.0625,0.05258440971374512,0.0
+batch,3,276,2.5805811882019043,0.0625,0.02118900790810585,0.0
+batch,3,277,2.5756330490112305,0.0625,0.007590084802359343,0.0
+batch,3,278,2.3690829277038574,0.25,0.009303107857704163,0.0
+batch,3,279,2.458759307861328,0.125,-0.005012465640902519,0.0
+batch,3,280,2.61275577545166,0.125,-0.005012563429772854,0.0
+batch,3,281,2.4224376678466797,0.125,0.009975960478186607,0.0
+batch,3,282,3.362992525100708,0.0,-0.005012546665966511,0.0
+batch,3,283,2.3849380016326904,0.0,0.011231839656829834,0.0
+batch,3,284,2.5254645347595215,0.1875,-0.005012574605643749,0.0
+batch,3,285,2.513906717300415,0.25,0.028171125799417496,0.0
+batch,3,286,2.5512523651123047,0.0,0.009811959229409695,0.0
+batch,3,287,2.8371002674102783,0.0625,0.025400513783097267,0.0
+batch,3,288,2.885774612426758,0.0625,0.02641550451517105,0.0
+batch,3,289,2.629305362701416,0.125,0.009452787227928638,0.0
+batch,3,290,2.624870538711548,0.1875,-0.005012587644159794,0.0
+batch,3,291,2.840150833129883,0.0,0.012713558971881866,0.0
+batch,3,292,2.619724988937378,0.1875,0.010579844005405903,0.0
+batch,3,293,2.64119029045105,0.0625,-0.005012469831854105,0.0
+batch,3,294,2.7101757526397705,0.125,0.044889237731695175,0.0
+batch,3,295,2.4796793460845947,0.125,0.01769537851214409,0.0
+batch,3,296,2.711106777191162,0.125,-0.005012589506804943,0.0
+batch,3,297,2.694382905960083,0.0,0.025914404541254044,0.0
+batch,3,298,2.586215019226074,0.0625,0.021573103964328766,0.0
+batch,3,299,2.5929927825927734,0.125,0.026921015232801437,0.0
+batch,3,300,2.632528066635132,0.1875,0.01163556706160307,0.0
+batch,3,301,2.5818610191345215,0.125,0.023897890001535416,0.0
+batch,3,302,2.560286521911621,0.125,0.014120161533355713,0.0
+batch,3,303,2.778244733810425,0.0625,-0.00501264538615942,0.0
+batch,3,304,2.6444497108459473,0.0625,0.011979625560343266,0.0
+batch,3,305,2.7363598346710205,0.1875,0.022137869149446487,0.0
+batch,3,306,2.625098943710327,0.125,-0.005012583918869495,0.0
+batch,3,307,2.41635799407959,0.1875,0.028219839558005333,0.0
+batch,3,308,2.741575002670288,0.125,0.05422905087471008,0.0
+batch,3,309,2.829425573348999,0.0625,0.012235892936587334,0.0
+batch,3,310,2.637197971343994,0.0625,-0.005012537352740765,0.0
+batch,3,311,2.640125036239624,0.0625,-0.005012523848563433,0.0
+batch,3,312,2.8272573947906494,0.1875,0.04367491230368614,0.0
+batch,3,313,2.9404170513153076,0.125,0.02166379988193512,0.0
+batch,3,314,2.6979568004608154,0.1875,-0.005012501496821642,0.0
+batch,3,315,2.486271619796753,0.125,-0.005012578330934048,0.0
+batch,3,316,2.5381453037261963,0.0,0.03626599162817001,0.0
+batch,3,317,2.4330949783325195,0.1875,0.012720085680484772,0.0
+batch,3,318,2.450129508972168,0.1875,-0.005012495908886194,0.0
+batch,3,319,2.662205457687378,0.125,0.01155192032456398,0.0
+batch,3,320,2.479383707046509,0.25,0.03172938898205757,0.0
+batch,3,321,2.599822521209717,0.25,0.035762328654527664,0.0
+batch,3,322,2.627164602279663,0.1875,-0.005012533627450466,0.0
+batch,3,323,2.4170539379119873,0.3125,0.02732509933412075,0.0
+batch,3,324,2.628204345703125,0.0625,-0.005012561567127705,0.0
+batch,3,325,2.5780718326568604,0.0,-0.005012426525354385,0.0
+batch,3,326,2.7749454975128174,0.0625,-0.005012565292418003,0.0
+batch,3,327,2.534985303878784,0.0625,0.009624982252717018,0.0
+batch,3,328,2.436544895172119,0.125,0.014958820305764675,0.0
+batch,3,329,2.5543315410614014,0.1875,-0.005012426525354385,0.0
+batch,3,330,2.6760175228118896,0.0625,-0.005012580193579197,0.0
+batch,3,331,2.7161028385162354,0.0625,-0.005012519657611847,0.0
+batch,3,332,2.5319979190826416,0.0625,-0.005012565292418003,0.0
+batch,3,333,2.5963761806488037,0.0625,-0.005012589506804943,0.0
+batch,3,334,2.5169951915740967,0.125,0.029830284416675568,0.0
+batch,3,335,2.5358035564422607,0.125,-0.005012509413063526,0.0
+batch,3,336,2.6853578090667725,0.125,-0.005012510810047388,0.0
+batch,3,337,2.6514172554016113,0.125,0.0284629687666893,0.0
+batch,3,338,2.4321370124816895,0.25,-0.0050125038251280785,0.0
+batch,3,339,2.78643536567688,0.0,0.012774668633937836,0.0
+batch,3,340,2.581385612487793,0.125,0.01139761321246624,0.0
+batch,3,341,2.5069148540496826,0.0625,-0.005012546665966511,0.0
+batch,3,342,2.3818373680114746,0.25,-0.005012585781514645,0.0
+batch,3,343,2.4876697063446045,0.3125,-0.005012525711208582,0.0
+batch,3,344,2.601660966873169,0.1875,0.02604280598461628,0.0
+batch,3,345,2.6098036766052246,0.125,0.028604933992028236,0.0
+batch,3,346,2.3102002143859863,0.3125,0.009938117116689682,0.0
+batch,3,347,2.669562816619873,0.0625,-0.0050125522539019585,0.0
+batch,3,348,2.7476842403411865,0.1875,-0.005012511275708675,0.0
+batch,3,349,2.677199602127075,0.0625,0.046094633638858795,0.0
+batch,3,350,2.6896374225616455,0.125,0.049145981669425964,0.0
+batch,3,351,2.5203487873077393,0.0,-0.00501252431422472,0.0
+batch,3,352,2.586040496826172,0.1875,-0.0050125522539019585,0.0
+batch,3,353,3.165731906890869,0.0,0.010966836474835873,0.0
+batch,3,354,2.5898377895355225,0.0625,-0.005012533627450466,0.0
+batch,3,355,2.472576856613159,0.0,-0.0050126174464821815,0.0
+batch,3,356,2.4877471923828125,0.125,0.028390150517225266,0.0
+batch,3,357,2.454110860824585,0.125,-0.005012598820030689,0.0
+batch,3,358,2.6059491634368896,0.125,0.011710683815181255,0.0
+batch,3,359,2.287203788757324,0.25,-0.005012609995901585,0.0
+batch,3,360,2.4134676456451416,0.25,-0.005012611858546734,0.0
+batch,3,361,2.6277050971984863,0.0625,0.029836274683475494,0.0
+batch,3,362,2.9574596881866455,0.125,0.037339191883802414,0.0
+batch,3,363,2.8027939796447754,0.0625,-0.0050126416608691216,0.0
+batch,3,364,2.7390339374542236,0.0625,-0.005012471228837967,0.0
+batch,3,365,2.642791748046875,0.0625,-0.005012589506804943,0.0
+batch,3,366,2.464186191558838,0.125,0.024818055331707,0.0
+batch,3,367,2.6022281646728516,0.125,-0.005012518260627985,0.0
+batch,3,368,2.5889554023742676,0.25,0.028206011280417442,0.0
+batch,3,369,2.969470977783203,0.0625,-0.005012527573853731,0.0
+batch,3,370,2.471713066101074,0.1875,-0.005012479145079851,0.0
+batch,3,371,2.792970895767212,0.125,-0.005012453068047762,0.0
+batch,3,372,2.187534809112549,0.1875,0.011953888460993767,0.0
+batch,3,373,2.4480812549591064,0.1875,0.011231785640120506,0.0
+batch,3,374,2.5938339233398438,0.125,0.01249152235686779,0.0
+batch,3,375,2.2744264602661133,0.0625,0.02899237908422947,0.0
+batch,3,376,2.5163257122039795,0.125,0.014212866313755512,0.0
+batch,3,377,2.5849697589874268,0.125,0.028159180656075478,0.0
+batch,3,378,2.5791690349578857,0.3125,-0.0050125280395150185,0.0
+batch,3,379,2.5027711391448975,0.125,-0.005012559704482555,0.0
+batch,3,380,2.493971824645996,0.0625,0.012662135064601898,0.0
+batch,3,381,2.539215326309204,0.0625,-0.00501250708475709,0.0
+batch,3,382,2.8496901988983154,0.125,-0.005012495908886194,0.0
+batch,3,383,2.672877073287964,0.0625,-0.005012488458305597,0.0
+batch,3,384,2.6661009788513184,0.0625,-0.00501259695738554,0.0
+batch,3,385,2.5966789722442627,0.0625,0.013933712616562843,0.0
+batch,3,386,2.7633795738220215,0.125,-0.005012566689401865,0.0
+batch,3,387,2.773416042327881,0.1875,-0.0050125219859182835,0.0
+batch,3,388,2.5123050212860107,0.1875,-0.0050125727429986,0.0
+batch,3,389,2.222371816635132,0.4375,0.05544310808181763,0.0
+batch,3,390,2.5431315898895264,0.125,0.008963793516159058,0.0
+batch,3,391,2.3437185287475586,0.125,0.011559359729290009,0.0
+batch,3,392,2.3791022300720215,0.25,0.009759170934557915,0.0
+batch,3,393,2.608207941055298,0.3125,0.010788880288600922,0.0
+batch,3,394,2.3798396587371826,0.25,-0.005012499634176493,0.0
+batch,3,395,2.845931053161621,0.0,0.02619217336177826,0.0
+batch,3,396,2.6888933181762695,0.1875,0.016512660309672356,0.0
+batch,3,397,2.69425630569458,0.0625,0.00876566581428051,0.0
+batch,3,398,2.6417651176452637,0.125,0.00831240601837635,0.0
+batch,3,399,2.5949184894561768,0.1875,0.038284242153167725,0.0
+batch,3,400,2.771965503692627,0.0625,0.012911109253764153,0.0
+batch,3,401,2.715984582901001,0.0625,0.027232052758336067,0.0
+batch,3,402,2.669074058532715,0.0625,-0.00501250522211194,0.0
+batch,3,403,2.3805174827575684,0.125,-0.005012503359466791,0.0
+batch,3,404,2.578347682952881,0.1875,-0.005012512672692537,0.0
+batch,3,405,2.742645740509033,0.1875,-0.005012523848563433,0.0
+batch,3,406,2.5711569786071777,0.125,0.027633829042315483,0.0
+batch,3,407,2.66267991065979,0.0,-0.005012587644159794,0.0
+batch,3,408,2.675811529159546,0.0,0.01156984455883503,0.0
+batch,3,409,2.3431735038757324,0.375,0.03276188671588898,0.0
+batch,3,410,2.5202784538269043,0.125,0.011745855212211609,0.0
+batch,3,411,2.615344762802124,0.125,-0.005012456327676773,0.0
+batch,3,412,2.7017016410827637,0.125,0.011774729937314987,0.0
+batch,3,413,2.5621397495269775,0.0625,0.011226373724639416,0.0
+batch,3,414,2.886629343032837,0.0625,-0.005012582056224346,0.0
+batch,3,415,2.329991102218628,0.3125,0.03963076323270798,0.0
+batch,3,416,2.341928482055664,0.25,0.00985744595527649,0.0
+batch,3,417,2.4463748931884766,0.25,0.011122391559183598,0.0
+batch,3,418,3.1032633781433105,0.0,0.027462318539619446,0.0
+batch,3,419,2.5337045192718506,0.0625,-0.005012474954128265,0.0
+batch,3,420,2.773167133331299,0.1875,0.009366567246615887,0.0
+batch,3,421,2.406864881515503,0.1875,0.012409374117851257,0.0
+batch,3,422,2.813047409057617,0.1875,0.014017957262694836,0.0
+batch,3,423,2.614274501800537,0.125,0.025639237836003304,0.0
+batch,3,424,2.5778396129608154,0.1875,-0.005012637935578823,0.0
+batch,3,425,2.5550665855407715,0.0625,0.025267429649829865,0.0
+batch,3,426,2.505305290222168,0.125,0.011873790994286537,0.0
+batch,3,427,2.5882835388183594,0.0625,0.008971868082880974,0.0
+batch,3,428,2.311675548553467,0.0625,0.014055351726710796,0.0
+batch,3,429,2.2630343437194824,0.0625,0.012385021895170212,0.0
+batch,3,430,2.3001837730407715,0.125,-0.005012580193579197,0.0
+batch,3,431,2.578838586807251,0.3125,0.02811248227953911,0.0
+batch,3,432,2.39827561378479,0.3125,-0.005012606270611286,0.0
+batch,3,433,2.945704698562622,0.1875,0.059889428317546844,0.0
+batch,3,434,2.606458902359009,0.125,0.012477239593863487,0.0
+batch,3,435,2.3861379623413086,0.1875,0.014671243727207184,0.0
+batch,3,436,2.5716841220855713,0.1875,-0.005012585781514645,0.0
+batch,3,437,2.567023992538452,0.1875,0.013535578735172749,0.0
+batch,3,438,2.6250205039978027,0.1875,-0.005012602545320988,0.0
+batch,3,439,2.2577898502349854,0.25,-0.005012567155063152,0.0
+batch,3,440,2.4715373516082764,0.125,0.010033417493104935,0.0
+batch,3,441,2.381206750869751,0.25,0.012330498546361923,0.0
+batch,3,442,2.6417229175567627,0.0625,0.028160952031612396,0.0
+batch,3,443,2.6695356369018555,0.0625,0.030068418011069298,0.0
+batch,3,444,2.6369211673736572,0.1875,0.012833183631300926,0.0
+batch,3,445,2.183303117752075,0.25,-0.00501259695738554,0.0
+batch,3,446,2.6600821018218994,0.0625,0.012174475938081741,0.0
+batch,3,447,2.6435890197753906,0.0625,0.014417662285268307,0.0
+batch,3,448,2.674833059310913,0.0625,-0.005012474954128265,0.0
+batch,3,449,2.6198196411132812,0.125,0.012575589120388031,0.0
+batch,3,450,2.550084114074707,0.0,0.028114376589655876,0.0
+batch,3,451,2.475667953491211,0.25,0.015595896169543266,0.0
+batch,3,452,2.792506217956543,0.0625,-0.005012488458305597,0.0
+batch,3,453,2.7197091579437256,0.0625,0.04112466424703598,0.0
+batch,3,454,2.6838486194610596,0.1875,0.025704320520162582,0.0
+batch,3,455,2.4989805221557617,0.0,-0.005012525711208582,0.0
+batch,3,456,2.7847604751586914,0.1875,0.010693015530705452,0.0
+batch,3,457,2.314629077911377,0.1875,0.030667157843708992,0.0
+batch,3,458,2.6096858978271484,0.125,-0.005012542940676212,0.0
+batch,3,459,2.672370195388794,0.1875,-0.0050124661065638065,0.0
+batch,3,460,2.3485145568847656,0.1875,0.008451633155345917,0.0
+batch,3,461,2.8143904209136963,0.0,-0.005012510810047388,0.0
+batch,3,462,2.4346377849578857,0.3125,0.013603955507278442,0.0
+batch,3,463,2.4868252277374268,0.25,-0.0050125727429986,0.0
+batch,3,464,2.580061674118042,0.0625,-0.0050125727429986,0.0
+batch,3,465,2.6344387531280518,0.375,0.010119862854480743,0.0
+batch,3,466,2.4508979320526123,0.125,-0.005012523848563433,0.0
+batch,3,467,2.462550163269043,0.0625,0.02863422781229019,0.0
+batch,3,468,2.320953369140625,0.1875,0.010003162547945976,0.0
+batch,3,469,2.572984218597412,0.125,0.044347092509269714,0.0
+batch,3,470,2.851330041885376,0.25,0.0074009220115840435,0.0
+batch,3,471,2.5620977878570557,0.25,0.013055816292762756,0.0
+batch,3,472,2.5707781314849854,0.25,-0.005012580193579197,0.0
+batch,3,473,2.812699794769287,0.0625,0.008953629061579704,0.0
+batch,3,474,2.6946256160736084,0.1875,-0.005012499634176493,0.0
+batch,3,475,2.533567190170288,0.125,0.007085655350238085,0.0
+batch,3,476,2.6451051235198975,0.1875,-0.005012557841837406,0.0
+batch,3,477,2.589146852493286,0.125,0.010884847491979599,0.0
+batch,3,478,2.7614667415618896,0.0,0.025894366204738617,0.0
+batch,3,479,2.5856363773345947,0.0,0.008622623980045319,0.0
+batch,3,480,2.335130453109741,0.25,0.009512986987829208,0.0
+batch,3,481,2.496229410171509,0.1875,0.009539369493722916,0.0
+batch,3,482,2.558636426925659,0.1875,-0.005012566689401865,0.0
+batch,3,483,2.561169147491455,0.1875,0.02874075062572956,0.0
+batch,3,484,2.7215659618377686,0.0625,-0.005012637935578823,0.0
+batch,3,485,2.6044840812683105,0.125,0.008732214570045471,0.0
+batch,3,486,2.524273157119751,0.1875,-0.005012481007725,0.0
+batch,3,487,2.740912914276123,0.0,-0.0050125219859182835,0.0
+batch,3,488,2.5218939781188965,0.3125,0.009783348068594933,0.0
+batch,3,489,2.6011030673980713,0.125,0.009722950868308544,0.0
+batch,3,490,2.4286859035491943,0.1875,0.011829700320959091,0.0
+batch,3,491,2.537026882171631,0.1875,-0.005012568552047014,0.0
+batch,3,492,2.4760000705718994,0.1875,0.02945827879011631,0.0
+batch,3,493,2.7484681606292725,0.0625,-0.005012546665966511,0.0
+batch,3,494,2.7021210193634033,0.125,-0.005012555979192257,0.0
+batch,3,495,2.523780107498169,0.125,0.011214528232812881,0.0
+batch,3,496,2.529738664627075,0.1875,0.016137393191456795,0.0
+batch,3,497,2.721938371658325,0.0625,0.054313477128744125,0.0
+batch,3,498,2.37040638923645,0.1875,0.033157046884298325,0.0
+batch,3,499,2.495065212249756,0.125,0.00922791101038456,0.0
+batch,3,500,2.592169761657715,0.0,0.01180863194167614,0.0
+batch,3,501,2.638763904571533,0.0625,0.0415709912776947,0.0
+batch,3,502,2.4928524494171143,0.125,0.021508626639842987,0.0
+batch,3,503,2.662942886352539,0.1875,0.028561946004629135,0.0
+batch,3,504,2.745377779006958,0.125,-0.005012448877096176,0.0
+batch,3,505,2.6445858478546143,0.125,0.011407345533370972,0.0
+batch,3,506,2.949312210083008,0.0625,0.02629493549466133,0.0
+batch,3,507,2.483008623123169,0.1875,0.039824407547712326,0.0
+batch,3,508,2.5403878688812256,0.125,-0.005012554116547108,0.0
+batch,3,509,2.5407540798187256,0.16666666666666666,0.0432346910238266,0.0
+epoch,3,-1,2.604901566933393,0.13597351642962235,0.011203203058125926,57.742496490478516
+batch,4,0,2.6747262477874756,0.125,-0.005012516397982836,0.0
+batch,4,1,2.623974323272705,0.1875,-0.005012583918869495,0.0
+batch,4,2,2.544739007949829,0.1875,-0.005012567155063152,0.0
+batch,4,3,2.650226354598999,0.0,-0.005012474954128265,0.0
+batch,4,4,2.6009087562561035,0.125,-0.0050125629641115665,0.0
+batch,4,5,2.5979599952697754,0.1875,0.009568357840180397,0.0
+batch,4,6,2.746539354324341,0.0625,0.023736096918582916,0.0
+batch,4,7,2.514681816101074,0.25,-0.005012480542063713,0.0
+batch,4,8,2.6578054428100586,0.0625,0.010453442111611366,0.0
+batch,4,9,2.3394432067871094,0.3125,0.026090942323207855,0.0
+batch,4,10,2.630723476409912,0.125,-0.005012615583837032,0.0
+batch,4,11,2.678236246109009,0.1875,0.008898603729903698,0.0
+batch,4,12,2.518681526184082,0.0625,0.03033789061009884,0.0
+batch,4,13,2.588733434677124,0.125,0.011011602357029915,0.0
+batch,4,14,2.482563018798828,0.0,-0.005012559704482555,0.0
+batch,4,15,2.6808571815490723,0.125,0.02737094834446907,0.0
+batch,4,16,2.602468252182007,0.125,0.008023431524634361,0.0
+batch,4,17,2.759258985519409,0.1875,-0.00501250522211194,0.0
+batch,4,18,2.730159044265747,0.0625,0.03471497446298599,0.0
+batch,4,19,2.358384370803833,0.25,-0.005012528970837593,0.0
+batch,4,20,2.7552406787872314,0.125,-0.005012567155063152,0.0
+batch,4,21,2.7217085361480713,0.125,0.0258836317807436,0.0
+batch,4,22,2.3380532264709473,0.1875,0.014227474108338356,0.0
+batch,4,23,2.8328256607055664,0.125,0.008559424430131912,0.0
+batch,4,24,2.5267457962036133,0.0625,0.009871250949800014,0.0
+batch,4,25,2.425232410430908,0.1875,0.027029147371649742,0.0
+batch,4,26,2.405188798904419,0.3125,-0.005012523848563433,0.0
+batch,4,27,2.2310898303985596,0.25,0.04070483520627022,0.0
+batch,4,28,2.6292061805725098,0.125,0.010646102949976921,0.0
+batch,4,29,3.004812002182007,0.0,0.01034424640238285,0.0
+batch,4,30,2.390059471130371,0.1875,0.028062880039215088,0.0
+batch,4,31,2.531069040298462,0.125,0.014323936775326729,0.0
+batch,4,32,2.564110040664673,0.125,0.009838772937655449,0.0
+batch,4,33,2.767448902130127,0.125,0.023907827213406563,0.0
+batch,4,34,2.54541015625,0.1875,0.010414352640509605,0.0
+batch,4,35,2.884279727935791,0.0,0.007442574016749859,0.0
+batch,4,36,2.392934799194336,0.25,0.012567626312375069,0.0
+batch,4,37,2.7083911895751953,0.0625,0.009676211513578892,0.0
+batch,4,38,2.3264541625976562,0.0625,0.0075266179628670216,0.0
+batch,4,39,2.3373336791992188,0.25,0.034560270607471466,0.0
+batch,4,40,2.562042474746704,0.0,0.03982297703623772,0.0
+batch,4,41,2.5750844478607178,0.0625,0.012674374505877495,0.0
+batch,4,42,2.3512320518493652,0.1875,0.008154219016432762,0.0
+batch,4,43,2.4661519527435303,0.125,0.01119442842900753,0.0
+batch,4,44,2.5161232948303223,0.25,0.01224729884415865,0.0
+batch,4,45,2.4807240962982178,0.1875,0.028685888275504112,0.0
+batch,4,46,2.350299596786499,0.125,0.020188864320516586,0.0
+batch,4,47,2.5650150775909424,0.1875,-0.005012587644159794,0.0
+batch,4,48,2.669935941696167,0.125,0.008603551425039768,0.0
+batch,4,49,2.499377727508545,0.1875,0.04334087669849396,0.0
+batch,4,50,2.511664628982544,0.0625,0.06196840479969978,0.0
+batch,4,51,2.894484281539917,0.0,0.011980360373854637,0.0
+batch,4,52,2.8800363540649414,0.125,0.03297911584377289,0.0
+batch,4,53,2.4294800758361816,0.125,0.007015943992882967,0.0
+batch,4,54,2.8299553394317627,0.1875,-0.005012598820030689,0.0
+batch,4,55,2.9732022285461426,0.0625,0.010186338797211647,0.0
+batch,4,56,2.472407817840576,0.0625,-0.005012509413063526,0.0
+batch,4,57,2.7205653190612793,0.0,0.008436759933829308,0.0
+batch,4,58,2.5049805641174316,0.125,-0.005012691020965576,0.0
+batch,4,59,2.513256549835205,0.1875,-0.0050124903209507465,0.0
+batch,4,60,2.613593578338623,0.0625,0.009306268766522408,0.0
+batch,4,61,2.2469582557678223,0.4375,0.01296980306506157,0.0
+batch,4,62,2.5853512287139893,0.0625,-0.005012550391256809,0.0
+batch,4,63,2.5567450523376465,0.0,-0.005012595094740391,0.0
+batch,4,64,2.4444143772125244,0.125,-0.0050125764682888985,0.0
+batch,4,65,2.605408191680908,0.125,0.012918578460812569,0.0
+batch,4,66,2.433459520339966,0.125,-0.00501253129914403,0.0
+batch,4,67,2.4908030033111572,0.0625,-0.0050125280395150185,0.0
+batch,4,68,2.744173288345337,0.0625,-0.005012559704482555,0.0
+batch,4,69,2.420881748199463,0.125,0.02529132552444935,0.0
+batch,4,70,2.511798620223999,0.0625,0.010724681429564953,0.0
+batch,4,71,2.2872488498687744,0.3125,0.010166473686695099,0.0
+batch,4,72,2.5034053325653076,0.25,0.009589380584657192,0.0
+batch,4,73,2.7745978832244873,0.125,0.012161478400230408,0.0
+batch,4,74,2.778278112411499,0.0625,-0.005012555979192257,0.0
+batch,4,75,2.702207326889038,0.1875,-0.005012544337660074,0.0
+batch,4,76,2.726203441619873,0.125,0.010906592011451721,0.0
+batch,4,77,2.9673304557800293,0.0625,-0.0050124432891607285,0.0
+batch,4,78,2.568021297454834,0.0625,0.01428397186100483,0.0
+batch,4,79,2.5895960330963135,0.25,-0.005012362729758024,0.0
+batch,4,80,2.8218772411346436,0.0625,-0.00501253129914403,0.0
+batch,4,81,2.655235767364502,0.0625,0.013565459288656712,0.0
+batch,4,82,2.5821688175201416,0.0625,0.051514796912670135,0.0
+batch,4,83,2.4170994758605957,0.375,0.013310400769114494,0.0
+batch,4,84,2.450315237045288,0.0,0.014080991968512535,0.0
+batch,4,85,3.0860402584075928,0.0,0.013719385489821434,0.0
+batch,4,86,2.71018385887146,0.125,0.025012534111738205,0.0
+batch,4,87,2.670079469680786,0.0625,-0.005012578330934048,0.0
+batch,4,88,2.434299945831299,0.25,-0.005012498237192631,0.0
+batch,4,89,2.490894079208374,0.1875,-0.005012589506804943,0.0
+batch,4,90,2.630173444747925,0.125,-0.005012598820030689,0.0
+batch,4,91,2.41028094291687,0.1875,0.01140979677438736,0.0
+batch,4,92,2.6059396266937256,0.1875,0.025707446038722992,0.0
+batch,4,93,2.591256856918335,0.25,0.01034481544047594,0.0
+batch,4,94,2.7618062496185303,0.0625,0.011166813783347607,0.0
+batch,4,95,2.4963021278381348,0.1875,-0.005012508947402239,0.0
+batch,4,96,2.766871929168701,0.1875,0.049710627645254135,0.0
+batch,4,97,2.6590330600738525,0.125,-0.005012473091483116,0.0
+batch,4,98,2.231651544570923,0.1875,0.009680941700935364,0.0
+batch,4,99,2.7718842029571533,0.0625,0.014604196883738041,0.0
+batch,4,100,2.4315028190612793,0.125,-0.005012512672692537,0.0
+batch,4,101,2.5271739959716797,0.125,-0.005012561567127705,0.0
+batch,4,102,2.5595390796661377,0.0625,-0.005012696608901024,0.0
+batch,4,103,2.5063421726226807,0.25,0.02496502548456192,0.0
+batch,4,104,2.524866819381714,0.125,0.01190432719886303,0.0
+batch,4,105,2.7351224422454834,0.125,-0.005012776702642441,0.0
+batch,4,106,2.192788600921631,0.375,0.030863508582115173,0.0
+batch,4,107,2.6278951168060303,0.25,0.011664365418255329,0.0
+batch,4,108,2.303617238998413,0.375,-0.005012531764805317,0.0
+batch,4,109,2.376377820968628,0.1875,-0.005012634210288525,0.0
+batch,4,110,2.742543935775757,0.0625,-0.00501252431422472,0.0
+batch,4,111,2.644245147705078,0.0,-0.005012634210288525,0.0
+batch,4,112,2.428711175918579,0.1875,0.02802419289946556,0.0
+batch,4,113,2.53674054145813,0.0,-0.005012447014451027,0.0
+batch,4,114,2.4245994091033936,0.1875,-0.005012515000998974,0.0
+batch,4,115,2.4834654331207275,0.0625,0.012640048749744892,0.0
+batch,4,116,2.7496073246002197,0.0,-0.005012501962482929,0.0
+batch,4,117,2.7515647411346436,0.0,0.030726168304681778,0.0
+batch,4,118,2.2808825969696045,0.25,0.012160670012235641,0.0
+batch,4,119,2.545006036758423,0.0625,-0.005012516397982836,0.0
+batch,4,120,2.2158877849578857,0.125,-0.005012471228837967,0.0
+batch,4,121,2.5490803718566895,0.0625,0.010021686553955078,0.0
+batch,4,122,2.4789321422576904,0.25,0.025000324472784996,0.0
+batch,4,123,2.521491050720215,0.1875,0.040016621351242065,0.0
+batch,4,124,2.9058432579040527,0.0625,-0.005012585781514645,0.0
+batch,4,125,2.3658623695373535,0.125,-0.005012561567127705,0.0
+batch,4,126,2.392047643661499,0.125,-0.005012512672692537,0.0
+batch,4,127,2.4378011226654053,0.0625,0.07104544341564178,0.0
+batch,4,128,2.4748570919036865,0.0625,0.029670512303709984,0.0
+batch,4,129,2.7870147228240967,0.125,0.013532578013837337,0.0
+batch,4,130,2.414379835128784,0.125,0.01107947900891304,0.0
+batch,4,131,2.728827476501465,0.0625,-0.005012533627450466,0.0
+batch,4,132,2.8528778553009033,0.3125,0.012788979336619377,0.0
+batch,4,133,2.665447473526001,0.0625,0.011690680868923664,0.0
+batch,4,134,2.3944835662841797,0.25,0.01473924145102501,0.0
+batch,4,135,2.4898788928985596,0.0,-0.005012609995901585,0.0
+batch,4,136,2.6636962890625,0.0625,0.0115860840305686,0.0
+batch,4,137,2.766860246658325,0.25,0.008323807269334793,0.0
+batch,4,138,2.6536803245544434,0.0,0.06023559346795082,0.0
+batch,4,139,2.3453242778778076,0.25,-0.005012561567127705,0.0
+batch,4,140,2.6376988887786865,0.125,0.026615876704454422,0.0
+batch,4,141,2.421607732772827,0.25,0.011958207935094833,0.0
+batch,4,142,2.529157876968384,0.25,-0.005012535490095615,0.0
+batch,4,143,2.143676519393921,0.375,0.02957930788397789,0.0
+batch,4,144,2.5177359580993652,0.1875,0.008941255509853363,0.0
+batch,4,145,2.813131093978882,0.0,0.011502417735755444,0.0
+batch,4,146,2.5423386096954346,0.125,-0.005012537352740765,0.0
+batch,4,147,2.7853987216949463,0.0625,0.02057359367609024,0.0
+batch,4,148,2.8310675621032715,0.1875,-0.005012615583837032,0.0
+batch,4,149,2.9289166927337646,0.0,-0.00501246377825737,0.0
+batch,4,150,2.3952386379241943,0.1875,0.025160357356071472,0.0
+batch,4,151,2.5388739109039307,0.125,-0.0050125764682888985,0.0
+batch,4,152,2.3994550704956055,0.125,0.011787659488618374,0.0
+batch,4,153,2.542232036590576,0.125,0.014521767385303974,0.0
+batch,4,154,2.665424108505249,0.125,-0.005012555979192257,0.0
+batch,4,155,2.705315589904785,0.125,0.012522604316473007,0.0
+batch,4,156,2.2636959552764893,0.3125,-0.005012499634176493,0.0
+batch,4,157,2.4750144481658936,0.0625,0.01335242111235857,0.0
+batch,4,158,2.5593278408050537,0.1875,-0.005012495908886194,0.0
+batch,4,159,2.612248659133911,0.125,-0.005012550391256809,0.0
+batch,4,160,2.734459400177002,0.0625,0.012330001220107079,0.0
+batch,4,161,2.715940237045288,0.0,-0.00501252943649888,0.0
+batch,4,162,2.7094364166259766,0.0,-0.00501245865598321,0.0
+batch,4,163,2.714776039123535,0.0625,0.021971140056848526,0.0
+batch,4,164,2.4111077785491943,0.25,0.009292258881032467,0.0
+batch,4,165,2.5749762058258057,0.0625,0.012334827333688736,0.0
+batch,4,166,2.4537038803100586,0.125,0.012532906606793404,0.0
+batch,4,167,2.7330679893493652,0.0625,0.011144452728331089,0.0
+batch,4,168,2.722350597381592,0.0625,0.009907590225338936,0.0
+batch,4,169,2.511197805404663,0.0625,0.009658413007855415,0.0
+batch,4,170,2.530866861343384,0.0,-0.005012471228837967,0.0
+batch,4,171,2.8313262462615967,0.0625,-0.005012555979192257,0.0
+batch,4,172,2.6598923206329346,0.1875,0.01293756440281868,0.0
+batch,4,173,3.005516767501831,0.125,0.010755244642496109,0.0
+batch,4,174,2.7313172817230225,0.125,-0.005012448877096176,0.0
+batch,4,175,2.5617499351501465,0.125,-0.005012422800064087,0.0
+batch,4,176,2.5130696296691895,0.25,-0.005012559704482555,0.0
+batch,4,177,2.8678605556488037,0.0625,0.011465024203062057,0.0
+batch,4,178,2.4798781871795654,0.125,0.012836867943406105,0.0
+batch,4,179,2.5755345821380615,0.1875,-0.005012501031160355,0.0
+batch,4,180,2.376950979232788,0.375,-0.005012531764805317,0.0
+batch,4,181,2.2910993099212646,0.3125,-0.00501239113509655,0.0
+batch,4,182,2.555570363998413,0.3125,-0.005012533627450466,0.0
+batch,4,183,2.4611716270446777,0.1875,-0.005012522451579571,0.0
+batch,4,184,2.7556183338165283,0.0625,0.07795833796262741,0.0
+batch,4,185,2.6195149421691895,0.0625,0.03150622919201851,0.0
+batch,4,186,2.4975974559783936,0.0625,-0.0050125727429986,0.0
+batch,4,187,2.674450159072876,0.0625,0.008739260956645012,0.0
+batch,4,188,2.563659906387329,0.0,0.02521027810871601,0.0
+batch,4,189,2.4820592403411865,0.25,-0.0050125764682888985,0.0
+batch,4,190,2.6618988513946533,0.1875,-0.005012475419789553,0.0
+batch,4,191,2.72367262840271,0.125,-0.005012660287320614,0.0
+batch,4,192,2.52557110786438,0.375,0.027334336191415787,0.0
+batch,4,193,2.6011157035827637,0.1875,-0.005012526176869869,0.0
+batch,4,194,2.46004319190979,0.125,-0.005012570880353451,0.0
+batch,4,195,2.2748727798461914,0.125,0.02719411998987198,0.0
+batch,4,196,2.485377550125122,0.125,-0.005012542940676212,0.0
+batch,4,197,2.4987990856170654,0.1875,-0.005012535490095615,0.0
+batch,4,198,2.9111125469207764,0.1875,-0.005012632813304663,0.0
+batch,4,199,2.459139823913574,0.3125,-0.005012541078031063,0.0
+batch,4,200,2.4337475299835205,0.1875,0.01142762042582035,0.0
+batch,4,201,2.5374486446380615,0.125,0.014921276830136776,0.0
+batch,4,202,2.7657668590545654,0.0,0.08520645648241043,0.0
+batch,4,203,2.6434061527252197,0.125,-0.00501250522211194,0.0
+batch,4,204,2.40651273727417,0.0625,0.008727142587304115,0.0
+batch,4,205,2.769447088241577,0.0625,0.009385224431753159,0.0
+batch,4,206,2.4625649452209473,0.1875,0.019671589136123657,0.0
+batch,4,207,2.524017333984375,0.125,0.009444642812013626,0.0
+batch,4,208,2.3287813663482666,0.125,-0.005012489855289459,0.0
+batch,4,209,2.567725419998169,0.1875,-0.005012604407966137,0.0
+batch,4,210,2.547023296356201,0.0,0.009611285291612148,0.0
+batch,4,211,2.8029839992523193,0.1875,0.01303478516638279,0.0
+batch,4,212,2.603726863861084,0.125,0.06631340831518173,0.0
+batch,4,213,2.895209312438965,0.0,0.013294307515025139,0.0
+batch,4,214,2.4052646160125732,0.25,0.01391422189772129,0.0
+batch,4,215,2.6465904712677,0.25,-0.0050125690177083015,0.0
+batch,4,216,2.747368812561035,0.125,0.012818628922104836,0.0
+batch,4,217,2.6771388053894043,0.125,0.010610164143145084,0.0
+batch,4,218,2.6563150882720947,0.25,-0.005012536887079477,0.0
+batch,4,219,2.446455240249634,0.0,-0.005012516397982836,0.0
+batch,4,220,2.887171506881714,0.125,-0.005012352019548416,0.0
+batch,4,221,2.6690833568573,0.0625,-0.0050126006826758385,0.0
+batch,4,222,2.6645405292510986,0.1875,-0.0050125219859182835,0.0
+batch,4,223,2.6379294395446777,0.125,-0.005012518260627985,0.0
+batch,4,224,2.5217466354370117,0.25,0.027880551293492317,0.0
+batch,4,225,2.5171568393707275,0.0625,-0.005012407898902893,0.0
+batch,4,226,2.5220839977264404,0.125,-0.0050125764682888985,0.0
+batch,4,227,2.4966084957122803,0.0625,-0.005012488458305597,0.0
+batch,4,228,2.4944350719451904,0.25,-0.005012516397982836,0.0
+batch,4,229,2.5926713943481445,0.125,0.011086581274867058,0.0
+batch,4,230,2.3635544776916504,0.3125,0.03169580549001694,0.0
+batch,4,231,2.3978147506713867,0.25,0.030294211581349373,0.0
+batch,4,232,2.6997902393341064,0.0625,-0.0050126006826758385,0.0
+batch,4,233,2.6909360885620117,0.125,-0.005012510810047388,0.0
+batch,4,234,2.490854501724243,0.0,-0.005012557841837406,0.0
+batch,4,235,2.5580356121063232,0.3125,0.06373027712106705,0.0
+batch,4,236,2.398538827896118,0.1875,-0.00501245679333806,0.0
+batch,4,237,2.2224199771881104,0.25,-0.0050125932320952415,0.0
+batch,4,238,2.6966233253479004,0.125,0.026004411280155182,0.0
+batch,4,239,2.4586050510406494,0.1875,-0.005012445151805878,0.0
+batch,4,240,2.626168966293335,0.0,0.02662496827542782,0.0
+batch,4,241,2.4530506134033203,0.25,0.012018512934446335,0.0
+batch,4,242,2.563615322113037,0.1875,0.011933056637644768,0.0
+batch,4,243,2.6301844120025635,0.25,-0.005012595094740391,0.0
+batch,4,244,2.7916250228881836,0.0625,-0.00501250522211194,0.0
+batch,4,245,2.4630730152130127,0.0625,-0.005012563429772854,0.0
+batch,4,246,2.3552000522613525,0.3125,-0.0050123874098062515,0.0
+batch,4,247,2.684642791748047,0.1875,-0.005012542940676212,0.0
+batch,4,248,2.676879405975342,0.0625,0.029735779389739037,0.0
+batch,4,249,2.3893303871154785,0.375,0.014104912988841534,0.0
+batch,4,250,2.872610569000244,0.0,-0.005012549925595522,0.0
+batch,4,251,2.639960289001465,0.0625,0.027185864746570587,0.0
+batch,4,252,2.2835896015167236,0.125,-0.005012604407966137,0.0
+batch,4,253,2.3971707820892334,0.1875,0.03234279900789261,0.0
+batch,4,254,2.5559961795806885,0.125,-0.005012499634176493,0.0
+batch,4,255,2.794508695602417,0.0625,-0.005012591369450092,0.0
+batch,4,256,2.2787370681762695,0.1875,-0.0050125387497246265,0.0
+batch,4,257,2.4258806705474854,0.1875,-0.00501253129914403,0.0
+batch,4,258,2.4042892456054688,0.25,-0.005012595094740391,0.0
+batch,4,259,2.600517988204956,0.125,-0.005012495443224907,0.0
+batch,4,260,2.693094491958618,0.125,-0.005012608133256435,0.0
+batch,4,261,2.4311864376068115,0.25,-0.005012484733015299,0.0
+batch,4,262,2.5767548084259033,0.1875,-0.005012634210288525,0.0
+batch,4,263,2.793996572494507,0.0625,-0.0050125932320952415,0.0
+batch,4,264,2.361194133758545,0.25,-0.005012582056224346,0.0
+batch,4,265,2.9981207847595215,0.0,0.011301295831799507,0.0
+batch,4,266,2.700124502182007,0.0625,0.012447120621800423,0.0
+batch,4,267,2.35288405418396,0.125,0.013365587219595909,0.0
+batch,4,268,2.6407511234283447,0.0625,0.009655891917645931,0.0
+batch,4,269,2.5090365409851074,0.125,0.013550717383623123,0.0
+batch,4,270,2.5758063793182373,0.1875,-0.005012582056224346,0.0
+batch,4,271,2.4273293018341064,0.0625,0.04442894458770752,0.0
+batch,4,272,2.733769178390503,0.125,0.010028843767940998,0.0
+batch,4,273,2.2667348384857178,0.3125,-0.005012559704482555,0.0
+batch,4,274,2.4225895404815674,0.3125,0.009150246158242226,0.0
+batch,4,275,2.455174684524536,0.1875,0.013499853201210499,0.0
+batch,4,276,2.405182123184204,0.3125,-0.0050125690177083015,0.0
+batch,4,277,2.5884296894073486,0.125,0.02948537841439247,0.0
+batch,4,278,2.584728479385376,0.3125,0.015186161734163761,0.0
+batch,4,279,2.345719337463379,0.25,-0.005012458190321922,0.0
+batch,4,280,2.665687322616577,0.1875,0.008169971406459808,0.0
+batch,4,281,2.6774814128875732,0.125,0.030151033774018288,0.0
+batch,4,282,2.8675222396850586,0.0625,-0.005012565292418003,0.0
+batch,4,283,2.850421667098999,0.125,-0.005012525711208582,0.0
+batch,4,284,2.562324285507202,0.125,-0.005012632347643375,0.0
+batch,4,285,2.3133866786956787,0.25,-0.005012486595660448,0.0
+batch,4,286,2.3604543209075928,0.0625,-0.00501253129914403,0.0
+batch,4,287,2.5869345664978027,0.375,0.009560473263263702,0.0
+batch,4,288,2.4397802352905273,0.3125,0.010099485516548157,0.0
+batch,4,289,2.4160778522491455,0.1875,-0.005012608133256435,0.0
+batch,4,290,2.595639944076538,0.25,-0.0050123948603868484,0.0
+batch,4,291,2.4701948165893555,0.1875,0.009189251810312271,0.0
+batch,4,292,2.6524105072021484,0.125,0.01217648759484291,0.0
+batch,4,293,2.477778196334839,0.125,0.012962603941559792,0.0
+batch,4,294,2.441352128982544,0.25,-0.005012580193579197,0.0
+batch,4,295,2.3696281909942627,0.1875,-0.005012542475014925,0.0
+batch,4,296,2.5371816158294678,0.0625,0.015043283812701702,0.0
+batch,4,297,2.360790491104126,0.1875,-0.005012533627450466,0.0
+batch,4,298,2.522219181060791,0.1875,0.010469377972185612,0.0
+batch,4,299,2.9689877033233643,0.125,-0.005012565292418003,0.0
+batch,4,300,2.542694330215454,0.0,-0.005012512672692537,0.0
+batch,4,301,2.3826754093170166,0.25,-0.005012473091483116,0.0
+batch,4,302,2.098393678665161,0.3125,-0.005012554116547108,0.0
+batch,4,303,2.5467944145202637,0.125,0.011563981883227825,0.0
+batch,4,304,2.628939390182495,0.1875,-0.00501252431422472,0.0
+batch,4,305,2.5997402667999268,0.125,-0.005012473091483116,0.0
+batch,4,306,2.7200634479522705,0.125,0.04882887378334999,0.0
+batch,4,307,2.426699638366699,0.125,-0.005012445151805878,0.0
+batch,4,308,2.261570692062378,0.25,0.035422492772340775,0.0
+batch,4,309,2.5370900630950928,0.125,0.01400353666394949,0.0
+batch,4,310,2.3670856952667236,0.1875,0.012294289655983448,0.0
+batch,4,311,2.7406766414642334,0.0625,-0.0050125727429986,0.0
+batch,4,312,2.660679817199707,0.0625,0.011918341740965843,0.0
+batch,4,313,2.651038408279419,0.125,-0.005012502893805504,0.0
+batch,4,314,2.3737614154815674,0.125,-0.005012559704482555,0.0
+batch,4,315,2.7265784740448,0.0625,0.009426004253327847,0.0
+batch,4,316,3.015171766281128,0.0,0.026965055614709854,0.0
+batch,4,317,2.8490657806396484,0.125,-0.005012574605643749,0.0
+batch,4,318,2.3533315658569336,0.25,0.04689436033368111,0.0
+batch,4,319,2.409066915512085,0.3125,0.02997901663184166,0.0
+batch,4,320,3.0487606525421143,0.0625,0.009276868775486946,0.0
+batch,4,321,2.4037678241729736,0.0,0.012797047384083271,0.0
+batch,4,322,2.6597230434417725,0.0625,-0.005012580193579197,0.0
+batch,4,323,2.3739614486694336,0.125,0.012319136410951614,0.0
+batch,4,324,2.562673807144165,0.125,-0.005012494046241045,0.0
+batch,4,325,2.4700233936309814,0.25,-0.005012585781514645,0.0
+batch,4,326,2.5369951725006104,0.125,0.03107639215886593,0.0
+batch,4,327,2.6942455768585205,0.125,-0.005012561567127705,0.0
+batch,4,328,2.4873504638671875,0.0625,0.015589937567710876,0.0
+batch,4,329,2.6075243949890137,0.0625,0.02991301752626896,0.0
+batch,4,330,2.4566547870635986,0.25,-0.005012609995901585,0.0
+batch,4,331,2.655855894088745,0.0625,0.009293140843510628,0.0
+batch,4,332,2.5094945430755615,0.125,0.01565278135240078,0.0
+batch,4,333,2.490630626678467,0.125,0.01306728646159172,0.0
+batch,4,334,2.7659788131713867,0.125,0.013891087844967842,0.0
+batch,4,335,2.6133689880371094,0.0625,0.008938908576965332,0.0
+batch,4,336,2.547781229019165,0.0625,0.012974865734577179,0.0
+batch,4,337,2.6767663955688477,0.0625,0.029697388410568237,0.0
+batch,4,338,2.764023542404175,0.1875,0.030287500470876694,0.0
+batch,4,339,2.644901752471924,0.0625,0.014483988285064697,0.0
+batch,4,340,3.0344817638397217,0.0,-0.0050124977715313435,0.0
+batch,4,341,2.6141858100891113,0.0625,0.015948878601193428,0.0
+batch,4,342,2.5756564140319824,0.1875,0.011890687048435211,0.0
+batch,4,343,2.6435348987579346,0.125,0.0128470528870821,0.0
+batch,4,344,2.6004984378814697,0.0,0.033387113362550735,0.0
+batch,4,345,2.7044177055358887,0.0625,0.014126277528703213,0.0
+batch,4,346,2.511700391769409,0.1875,-0.005012493580579758,0.0
+batch,4,347,2.8449699878692627,0.1875,-0.005012473091483116,0.0
+batch,4,348,2.21984601020813,0.4375,-0.005012525711208582,0.0
+batch,4,349,2.328019142150879,0.25,0.011929962784051895,0.0
+batch,4,350,2.410936117172241,0.25,-0.0050125145353376865,0.0
+batch,4,351,2.4779069423675537,0.25,0.013174240477383137,0.0
+batch,4,352,2.712496519088745,0.0625,-0.005012510810047388,0.0
+batch,4,353,2.4085683822631836,0.125,0.013962458819150925,0.0
+batch,4,354,2.7396700382232666,0.1875,-0.005012464243918657,0.0
+batch,4,355,2.759810209274292,0.0625,0.015950903296470642,0.0
+batch,4,356,2.5664970874786377,0.1875,-0.005012492183595896,0.0
+batch,4,357,2.2525603771209717,0.1875,-0.005012602545320988,0.0
+batch,4,358,2.4463770389556885,0.125,0.02852259948849678,0.0
+batch,4,359,2.425055742263794,0.125,-0.005012488458305597,0.0
+batch,4,360,2.404193639755249,0.25,0.0351446196436882,0.0
+batch,4,361,2.736513376235962,0.125,-0.005012537352740765,0.0
+batch,4,362,2.5467946529388428,0.0625,0.013339275494217873,0.0
+batch,4,363,3.0702760219573975,0.0625,0.013651873916387558,0.0
+batch,4,364,2.70346736907959,0.0,0.014193671755492687,0.0
+batch,4,365,2.392251491546631,0.125,0.040949560701847076,0.0
+batch,4,366,2.465803861618042,0.1875,-0.005012494046241045,0.0
+batch,4,367,2.521205425262451,0.125,0.011739376001060009,0.0
+batch,4,368,2.462716817855835,0.125,0.024537377059459686,0.0
+batch,4,369,2.706117868423462,0.0,0.02397233247756958,0.0
+batch,4,370,2.8530609607696533,0.125,-0.0050124917179346085,0.0
+batch,4,371,2.525555372238159,0.25,0.015431654639542103,0.0
+batch,4,372,2.4024817943573,0.1875,-0.005012570880353451,0.0
+batch,4,373,2.2396080493927,0.0625,-0.0050124842673540115,0.0
+batch,4,374,2.5473098754882812,0.0,0.010428345762193203,0.0
+batch,4,375,2.6109256744384766,0.0625,0.011394243687391281,0.0
+batch,4,376,2.7283504009246826,0.0625,-0.005012546665966511,0.0
+batch,4,377,2.482492685317993,0.0625,0.029790565371513367,0.0
+batch,4,378,2.54902982711792,0.0625,0.01452284399420023,0.0
+batch,4,379,2.6510462760925293,0.1875,0.010480104945600033,0.0
+batch,4,380,2.515702486038208,0.1875,0.030237020924687386,0.0
+batch,4,381,2.4356582164764404,0.125,0.010705004446208477,0.0
+batch,4,382,2.329364061355591,0.1875,0.009829091839492321,0.0
+batch,4,383,2.5250794887542725,0.125,0.05086316913366318,0.0
+batch,4,384,2.3236398696899414,0.1875,0.014346056617796421,0.0
+batch,4,385,2.728597402572632,0.0625,-0.0050125764682888985,0.0
+batch,4,386,2.4088542461395264,0.125,0.01284391526132822,0.0
+batch,4,387,2.562021255493164,0.0,0.013778910972177982,0.0
+batch,4,388,2.5293729305267334,0.0,0.013525780290365219,0.0
+batch,4,389,2.510226011276245,0.1875,0.023711178451776505,0.0
+batch,4,390,2.5564022064208984,0.1875,0.02666187658905983,0.0
+batch,4,391,2.3680477142333984,0.1875,0.030195608735084534,0.0
+batch,4,392,2.6384475231170654,0.125,0.009353738278150558,0.0
+batch,4,393,2.6452178955078125,0.125,0.013068214990198612,0.0
+batch,4,394,2.3082191944122314,0.125,-0.005012574139982462,0.0
+batch,4,395,2.526069402694702,0.25,0.032494742423295975,0.0
+batch,4,396,2.5437371730804443,0.125,-0.00501252943649888,0.0
+batch,4,397,2.3040387630462646,0.25,-0.005012501962482929,0.0
+batch,4,398,2.2663512229919434,0.125,0.02781444601714611,0.0
+batch,4,399,2.5539934635162354,0.0625,-0.005012608133256435,0.0
+batch,4,400,2.306076765060425,0.0,-0.005012477282434702,0.0
+batch,4,401,2.6391758918762207,0.125,0.0134303392842412,0.0
+batch,4,402,2.3980438709259033,0.25,0.011369937099516392,0.0
+batch,4,403,2.4779775142669678,0.375,-0.005012615583837032,0.0
+batch,4,404,2.4149842262268066,0.1875,0.012348609045147896,0.0
+batch,4,405,2.838949203491211,0.125,0.030148250982165337,0.0
+batch,4,406,2.5055344104766846,0.1875,-0.005012533627450466,0.0
+batch,4,407,2.6792643070220947,0.125,-0.0050125690177083015,0.0
+batch,4,408,2.4315431118011475,0.0,-0.0050125764682888985,0.0
+batch,4,409,2.6482460498809814,0.0625,0.010884320363402367,0.0
+batch,4,410,2.3321893215179443,0.125,-0.005012557841837406,0.0
+batch,4,411,2.532465696334839,0.25,-0.005012604407966137,0.0
+batch,4,412,2.558488130569458,0.0625,0.007970869541168213,0.0
+batch,4,413,2.4553382396698,0.0625,0.013336076401174068,0.0
+batch,4,414,2.565420389175415,0.25,0.016098173335194588,0.0
+batch,4,415,2.986485004425049,0.1875,-0.005012456327676773,0.0
+batch,4,416,2.6400506496429443,0.3125,0.014589903876185417,0.0
+batch,4,417,2.826117753982544,0.25,-0.005012404173612595,0.0
+batch,4,418,2.652141571044922,0.125,0.013627181760966778,0.0
+batch,4,419,2.4699461460113525,0.0,0.009000254794955254,0.0
+batch,4,420,2.4804933071136475,0.125,-0.005012484733015299,0.0
+batch,4,421,2.482682228088379,0.125,0.014076313003897667,0.0
+batch,4,422,2.4682061672210693,0.1875,-0.00501250708475709,0.0
+batch,4,423,2.3519675731658936,0.1875,-0.005012567155063152,0.0
+batch,4,424,2.481163501739502,0.125,0.01466001383960247,0.0
+batch,4,425,2.5754764080047607,0.125,-0.005012570880353451,0.0
+batch,4,426,2.4327564239501953,0.1875,0.00841568037867546,0.0
+batch,4,427,2.3546509742736816,0.3125,0.008579523302614689,0.0
+batch,4,428,2.3772530555725098,0.25,0.06145535409450531,0.0
+batch,4,429,2.5035765171051025,0.125,-0.005012479145079851,0.0
+batch,4,430,2.790468692779541,0.125,0.009800905361771584,0.0
+batch,4,431,2.405001163482666,0.25,0.011799133382737637,0.0
+batch,4,432,2.513291597366333,0.1875,-0.005012522451579571,0.0
+batch,4,433,2.3676891326904297,0.125,0.014109690673649311,0.0
+batch,4,434,2.524540424346924,0.125,-0.0050124977715313435,0.0
+batch,4,435,2.40106463432312,0.1875,-0.0050125690177083015,0.0
+batch,4,436,2.3130042552948,0.125,-0.005012489855289459,0.0
+batch,4,437,2.364896059036255,0.1875,0.011870873160660267,0.0
+batch,4,438,2.63195538520813,0.0625,-0.005012650974094868,0.0
+batch,4,439,2.5988881587982178,0.125,0.035324692726135254,0.0
+batch,4,440,2.4255881309509277,0.3125,-0.005012520123273134,0.0
+batch,4,441,2.6385159492492676,0.1875,0.033473026007413864,0.0
+batch,4,442,2.556713342666626,0.1875,-0.005012447014451027,0.0
+batch,4,443,2.4892544746398926,0.25,0.012161629274487495,0.0
+batch,4,444,2.87943959236145,0.125,-0.005012389272451401,0.0
+batch,4,445,2.236046075820923,0.125,0.013325595296919346,0.0
+batch,4,446,2.4162538051605225,0.3125,-0.005012495908886194,0.0
+batch,4,447,2.3045737743377686,0.3125,0.02579813078045845,0.0
+batch,4,448,2.3228914737701416,0.25,0.032189905643463135,0.0
+batch,4,449,2.588772773742676,0.125,0.02913040667772293,0.0
+batch,4,450,2.246673345565796,0.25,-0.005012475419789553,0.0
+batch,4,451,2.551555871963501,0.0,0.018601510673761368,0.0
+batch,4,452,2.5508315563201904,0.0,-0.005012535490095615,0.0
+batch,4,453,2.748309850692749,0.125,-0.005012456327676773,0.0
+batch,4,454,2.756021022796631,0.0,0.009719477966427803,0.0
+batch,4,455,2.6784350872039795,0.0625,-0.005012430250644684,0.0
+batch,4,456,2.5600576400756836,0.125,0.012791476212441921,0.0
+batch,4,457,2.3874435424804688,0.1875,-0.005012432113289833,0.0
+batch,4,458,2.572826862335205,0.0625,0.012926099821925163,0.0
+batch,4,459,2.49180006980896,0.125,0.013511323370039463,0.0
+batch,4,460,2.3862192630767822,0.25,-0.0050125387497246265,0.0
+batch,4,461,2.7119476795196533,0.0625,-0.005012559704482555,0.0
+batch,4,462,2.576526403427124,0.125,-0.005012488458305597,0.0
+batch,4,463,2.4600181579589844,0.125,-0.005012458190321922,0.0
+batch,4,464,2.326739549636841,0.25,0.008312766440212727,0.0
+batch,4,465,2.4352242946624756,0.1875,-0.005012574605643749,0.0
+batch,4,466,2.3975942134857178,0.125,0.01351228728890419,0.0
+batch,4,467,2.5632686614990234,0.1875,0.011189908720552921,0.0
+batch,4,468,3.0889220237731934,0.0,0.01272471621632576,0.0
+batch,4,469,2.5431506633758545,0.125,0.02801520749926567,0.0
+batch,4,470,2.8276114463806152,0.25,0.014963014051318169,0.0
+batch,4,471,2.588254690170288,0.1875,-0.005012604407966137,0.0
+batch,4,472,2.694810628890991,0.125,0.031351666897535324,0.0
+batch,4,473,2.5419321060180664,0.125,0.007526786532253027,0.0
+batch,4,474,2.312305450439453,0.3125,-0.005012432113289833,0.0
+batch,4,475,2.360905170440674,0.25,0.012579728849232197,0.0
+batch,4,476,2.3185677528381348,0.375,0.01690785400569439,0.0
+batch,4,477,2.312924861907959,0.1875,0.03186361491680145,0.0
+batch,4,478,2.3780882358551025,0.0625,0.06775055080652237,0.0
+batch,4,479,2.492445468902588,0.25,-0.005012589506804943,0.0
+batch,4,480,2.697758197784424,0.25,0.03070077672600746,0.0
+batch,4,481,2.2063305377960205,0.1875,0.013392671942710876,0.0
+batch,4,482,2.4062671661376953,0.0625,0.029848357662558556,0.0
+batch,4,483,2.608555316925049,0.0625,-0.0050126006826758385,0.0
+batch,4,484,2.839541435241699,0.125,0.01593153178691864,0.0
+batch,4,485,2.4446585178375244,0.125,-0.005012520123273134,0.0
+batch,4,486,2.2445900440216064,0.125,0.029548566788434982,0.0
+batch,4,487,2.374584197998047,0.25,0.012457631528377533,0.0
+batch,4,488,2.4394285678863525,0.125,0.010575152933597565,0.0
+batch,4,489,2.3305344581604004,0.125,0.051865532994270325,0.0
+batch,4,490,2.435431957244873,0.25,0.01112455315887928,0.0
+batch,4,491,2.575949192047119,0.1875,-0.005012585781514645,0.0
+batch,4,492,2.6300160884857178,0.1875,0.012037506327033043,0.0
+batch,4,493,2.381253480911255,0.1875,0.015490387566387653,0.0
+batch,4,494,2.2960212230682373,0.125,0.057566966861486435,0.0
+batch,4,495,2.7750766277313232,0.0,-0.005012557841837406,0.0
+batch,4,496,2.534281015396118,0.0625,-0.005012598820030689,0.0
+batch,4,497,2.565253973007202,0.0625,-0.005012583918869495,0.0
+batch,4,498,2.415945291519165,0.3125,-0.005012602545320988,0.0
+batch,4,499,2.45255970954895,0.25,0.011687892489135265,0.0
+batch,4,500,2.4060797691345215,0.1875,0.010127710178494453,0.0
+batch,4,501,2.6538844108581543,0.125,-0.005012561567127705,0.0
+batch,4,502,2.386369228363037,0.125,-0.005012581590563059,0.0
+batch,4,503,2.455754518508911,0.1875,-0.005012609995901585,0.0
+batch,4,504,2.504664421081543,0.1875,0.02637825347483158,0.0
+batch,4,505,2.488565444946289,0.25,0.015369498170912266,0.0
+batch,4,506,2.5585412979125977,0.125,0.08120068162679672,0.0
+batch,4,507,2.3985819816589355,0.1875,-0.005012636072933674,0.0
+batch,4,508,2.6313912868499756,0.125,0.04866323620080948,0.0
+batch,4,509,2.464311122894287,0.0,0.015943221747875214,0.0
+epoch,4,-1,2.554378313314336,0.14467876410004904,0.009098703729207902,59.03045678138733
+batch,5,0,2.307591199874878,0.1875,-0.00501245679333806,0.0
+batch,5,1,2.6092329025268555,0.0,-0.005012516397982836,0.0
+batch,5,2,2.4009082317352295,0.1875,0.012365871109068394,0.0
+batch,5,3,2.587531566619873,0.125,0.026454735547304153,0.0
+batch,5,4,2.5499656200408936,0.25,0.03663980960845947,0.0
+batch,5,5,2.576047658920288,0.125,0.013611814938485622,0.0
+batch,5,6,2.4451801776885986,0.0,0.011252042837440968,0.0
+batch,5,7,2.5637784004211426,0.0625,0.011326372623443604,0.0
+batch,5,8,2.2726147174835205,0.3125,0.009670302271842957,0.0
+batch,5,9,2.4421589374542236,0.0625,-0.005012461915612221,0.0
+batch,5,10,2.559755325317383,0.125,0.010702623054385185,0.0
+batch,5,11,2.4650919437408447,0.0625,0.021605588495731354,0.0
+batch,5,12,2.385120391845703,0.3125,-0.005012613721191883,0.0
+batch,5,13,2.439626932144165,0.0625,0.046908970922231674,0.0
+batch,5,14,2.595585584640503,0.125,-0.005012684501707554,0.0
+batch,5,15,2.440680503845215,0.0625,0.011247515678405762,0.0
+batch,5,16,2.214733600616455,0.125,0.00867850985378027,0.0
+batch,5,17,2.1404924392700195,0.1875,0.011871879920363426,0.0
+batch,5,18,2.225755214691162,0.125,0.026057934388518333,0.0
+batch,5,19,2.6031079292297363,0.0,0.025097638368606567,0.0
+batch,5,20,2.628977060317993,0.1875,-0.0050125764682888985,0.0
+batch,5,21,2.3390579223632812,0.125,-0.0050124116241931915,0.0
+batch,5,22,2.590336322784424,0.125,0.030118493363261223,0.0
+batch,5,23,2.400160074234009,0.125,0.012728063389658928,0.0
+batch,5,24,2.6498398780822754,0.0,0.011164914816617966,0.0
+batch,5,25,2.8987104892730713,0.0,-0.005012474954128265,0.0
+batch,5,26,2.3412468433380127,0.1875,-0.005012379959225655,0.0
+batch,5,27,2.472299814224243,0.0625,0.012818299233913422,0.0
+batch,5,28,2.5072362422943115,0.1875,-0.005012613721191883,0.0
+batch,5,29,2.6421382427215576,0.0625,-0.005012628622353077,0.0
+batch,5,30,2.5633902549743652,0.0,0.015137597918510437,0.0
+batch,5,31,2.5902416706085205,0.1875,0.043424688279628754,0.0
+batch,5,32,2.587920665740967,0.25,0.01251041516661644,0.0
+batch,5,33,2.5269031524658203,0.1875,0.027019957080483437,0.0
+batch,5,34,2.4205739498138428,0.125,0.013392459601163864,0.0
+batch,5,35,2.5116119384765625,0.3125,0.027704983949661255,0.0
+batch,5,36,2.6050479412078857,0.0625,0.011026892811059952,0.0
+batch,5,37,2.530524253845215,0.0625,0.01000247336924076,0.0
+batch,5,38,2.3906540870666504,0.375,0.057941339910030365,0.0
+batch,5,39,2.4428656101226807,0.125,0.011783286929130554,0.0
+batch,5,40,2.8998358249664307,0.125,-0.005012565292418003,0.0
+batch,5,41,2.396082639694214,0.25,0.031035833060741425,0.0
+batch,5,42,2.224973440170288,0.1875,-0.0050125219859182835,0.0
+batch,5,43,2.589822292327881,0.25,0.007549119181931019,0.0
+batch,5,44,2.693136215209961,0.0625,0.04993187636137009,0.0
+batch,5,45,2.6160130500793457,0.125,0.045967042446136475,0.0
+batch,5,46,2.4761528968811035,0.125,0.02769467607140541,0.0
+batch,5,47,2.6353399753570557,0.125,-0.0050125764682888985,0.0
+batch,5,48,2.4714102745056152,0.0625,0.026639997959136963,0.0
+batch,5,49,2.4557509422302246,0.25,0.025276105850934982,0.0
+batch,5,50,2.4505527019500732,0.125,-0.005012516397982836,0.0
+batch,5,51,2.6498916149139404,0.125,0.030612662434577942,0.0
+batch,5,52,2.4231326580047607,0.25,0.011806969530880451,0.0
+batch,5,53,2.594860553741455,0.0625,-0.005012583918869495,0.0
+batch,5,54,2.6013896465301514,0.125,0.011416899040341377,0.0
+batch,5,55,2.2807891368865967,0.3125,-0.005012501496821642,0.0
+batch,5,56,2.1657774448394775,0.3125,-0.005012578330934048,0.0
+batch,5,57,2.490164279937744,0.1875,-0.005012502893805504,0.0
+batch,5,58,2.53121018409729,0.125,-0.005012561567127705,0.0
+batch,5,59,2.6314315795898438,0.1875,-0.0050125522539019585,0.0
+batch,5,60,2.6540791988372803,0.1875,0.03138770908117294,0.0
+batch,5,61,2.5947299003601074,0.0625,0.02889595925807953,0.0
+batch,5,62,2.5693843364715576,0.125,-0.005012587644159794,0.0
+batch,5,63,2.608675479888916,0.25,0.015712548047304153,0.0
+batch,5,64,2.551130533218384,0.125,-0.005012510344386101,0.0
+batch,5,65,2.79072642326355,0.0625,0.01409220602363348,0.0
+batch,5,66,2.677216053009033,0.125,0.008180905133485794,0.0
+batch,5,67,2.200441598892212,0.25,0.021260660141706467,0.0
+batch,5,68,2.4618773460388184,0.25,0.011573247611522675,0.0
+batch,5,69,2.4693779945373535,0.25,0.013718843460083008,0.0
+batch,5,70,2.4145102500915527,0.125,-0.005012452602386475,0.0
+batch,5,71,2.1684536933898926,0.25,0.03420769423246384,0.0
+batch,5,72,2.589184045791626,0.0625,0.013765163719654083,0.0
+batch,5,73,2.659954071044922,0.125,-0.005012557376176119,0.0
+batch,5,74,2.042726993560791,0.0625,0.06560580432415009,0.0
+batch,5,75,2.6996378898620605,0.125,-0.00501252943649888,0.0
+batch,5,76,2.6532905101776123,0.0625,-0.005012484733015299,0.0
+batch,5,77,2.636169910430908,0.1875,0.012705618515610695,0.0
+batch,5,78,2.5979535579681396,0.125,0.01287863776087761,0.0
+batch,5,79,2.531203508377075,0.0625,0.013287271372973919,0.0
+batch,5,80,2.465135097503662,0.0625,0.01058129407465458,0.0
+batch,5,81,2.593116521835327,0.1875,-0.005012559704482555,0.0
+batch,5,82,2.4813711643218994,0.0625,-0.005012652836740017,0.0
+batch,5,83,2.2096943855285645,0.25,0.02881135791540146,0.0
+batch,5,84,2.9175167083740234,0.0625,0.03193601220846176,0.0
+batch,5,85,2.6458868980407715,0.0,0.028149439021945,0.0
+batch,5,86,2.443608045578003,0.0625,-0.0050126719288527966,0.0
+batch,5,87,2.87377667427063,0.0625,-0.0050124493427574635,0.0
+batch,5,88,2.3460471630096436,0.1875,-0.005012402310967445,0.0
+batch,5,89,2.441931962966919,0.1875,-0.0050124917179346085,0.0
+batch,5,90,2.7187209129333496,0.25,0.04963387921452522,0.0
+batch,5,91,2.5339717864990234,0.125,-0.005012529902160168,0.0
+batch,5,92,2.658531427383423,0.1875,-0.005012628622353077,0.0
+batch,5,93,2.395376682281494,0.125,-0.005012531764805317,0.0
+batch,5,94,2.4470624923706055,0.1875,0.04491758719086647,0.0
+batch,5,95,2.48852276802063,0.25,0.014280934818089008,0.0
+batch,5,96,2.3520667552948,0.1875,0.02928929775953293,0.0
+batch,5,97,2.3047845363616943,0.25,-0.005012510810047388,0.0
+batch,5,98,2.417056083679199,0.125,0.012129679322242737,0.0
+batch,5,99,2.616713523864746,0.1875,-0.005012461915612221,0.0
+batch,5,100,2.751161813735962,0.0625,-0.005012527573853731,0.0
+batch,5,101,2.869072675704956,0.0,0.024045953527092934,0.0
+batch,5,102,2.5383830070495605,0.125,-0.005012578330934048,0.0
+batch,5,103,2.465819835662842,0.0625,0.010126102715730667,0.0
+batch,5,104,2.716071367263794,0.25,-0.005012563429772854,0.0
+batch,5,105,2.429044485092163,0.125,-0.0050125038251280785,0.0
+batch,5,106,2.3426640033721924,0.3125,0.017156807705760002,0.0
+batch,5,107,2.59405255317688,0.0625,-0.00501254852861166,0.0
+batch,5,108,3.1395533084869385,0.0625,-0.0050124735571444035,0.0
+batch,5,109,2.5398738384246826,0.0,0.028183147311210632,0.0
+batch,5,110,2.6378746032714844,0.0,0.011593705043196678,0.0
+batch,5,111,2.3100013732910156,0.25,-0.005012498237192631,0.0
+batch,5,112,2.4948089122772217,0.25,0.028035003691911697,0.0
+batch,5,113,2.4084649085998535,0.0625,0.015789488330483437,0.0
+batch,5,114,2.894152879714966,0.125,0.010099388659000397,0.0
+batch,5,115,2.371703863143921,0.1875,0.013949825428426266,0.0
+batch,5,116,2.258012533187866,0.125,0.04059762507677078,0.0
+batch,5,117,2.556171417236328,0.125,0.009375011548399925,0.0
+batch,5,118,2.64062237739563,0.125,0.03136642649769783,0.0
+batch,5,119,2.4148778915405273,0.0625,-0.00501241534948349,0.0
+batch,5,120,2.7530157566070557,0.0,-0.0050125159323215485,0.0
+batch,5,121,2.885326862335205,0.0625,0.026989752426743507,0.0
+batch,5,122,2.403855800628662,0.0625,0.05153480917215347,0.0
+batch,5,123,2.478969097137451,0.0,-0.005012576002627611,0.0
+batch,5,124,2.3927090167999268,0.125,0.015518534928560257,0.0
+batch,5,125,2.8424317836761475,0.0625,-0.0050125448033213615,0.0
+batch,5,126,2.484400749206543,0.25,0.011620458215475082,0.0
+batch,5,127,2.623462438583374,0.1875,-0.005012585781514645,0.0
+batch,5,128,2.9877066612243652,0.0,0.034607600420713425,0.0
+batch,5,129,2.8016300201416016,0.0,0.014369280077517033,0.0
+batch,5,130,2.3412482738494873,0.125,-0.0050125764682888985,0.0
+batch,5,131,2.527158498764038,0.0625,-0.005012469366192818,0.0
+batch,5,132,2.2358756065368652,0.1875,0.03354625031352043,0.0
+batch,5,133,2.5784547328948975,0.1875,-0.005012469831854105,0.0
+batch,5,134,2.6728920936584473,0.1875,0.009929336607456207,0.0
+batch,5,135,2.5451018810272217,0.1875,-0.005012554116547108,0.0
+batch,5,136,2.421375274658203,0.1875,-0.005012516397982836,0.0
+batch,5,137,2.4288270473480225,0.1875,0.010350706055760384,0.0
+batch,5,138,2.87138295173645,0.0625,0.044028401374816895,0.0
+batch,5,139,2.521578550338745,0.125,-0.005012526176869869,0.0
+batch,5,140,2.375427007675171,0.1875,0.012682742439210415,0.0
+batch,5,141,2.5408058166503906,0.0625,0.013527395203709602,0.0
+batch,5,142,2.272906541824341,0.3125,-0.005012518260627985,0.0
+batch,5,143,2.5232951641082764,0.0,0.03180203586816788,0.0
+batch,5,144,2.283780813217163,0.5,0.016148418188095093,0.0
+batch,5,145,2.375145196914673,0.1875,0.03250359743833542,0.0
+batch,5,146,2.8140451908111572,0.0,0.014853349886834621,0.0
+batch,5,147,2.7712697982788086,0.0,0.02601766400039196,0.0
+batch,5,148,2.160329580307007,0.3125,-0.005012494046241045,0.0
+batch,5,149,2.480343818664551,0.125,-0.0050125764682888985,0.0
+batch,5,150,2.3979105949401855,0.125,0.011994227766990662,0.0
+batch,5,151,2.5778188705444336,0.1875,0.010743930004537106,0.0
+batch,5,152,2.4212112426757812,0.375,0.046634312719106674,0.0
+batch,5,153,2.3299105167388916,0.125,-0.005012563429772854,0.0
+batch,5,154,2.5054843425750732,0.125,0.020945407450199127,0.0
+batch,5,155,2.248100996017456,0.25,-0.005012535490095615,0.0
+batch,5,156,2.4918935298919678,0.1875,-0.0050125704146921635,0.0
+batch,5,157,2.5446856021881104,0.1875,-0.005012471228837967,0.0
+batch,5,158,2.8311002254486084,0.0,-0.0050125280395150185,0.0
+batch,5,159,2.396589517593384,0.25,-0.005012407898902893,0.0
+batch,5,160,2.127641201019287,0.3125,0.014192676171660423,0.0
+batch,5,161,2.8779611587524414,0.0625,-0.0050125145353376865,0.0
+batch,5,162,2.4224026203155518,0.1875,0.015642359852790833,0.0
+batch,5,163,2.4614739418029785,0.1875,-0.005012587644159794,0.0
+batch,5,164,2.5087130069732666,0.0625,0.011628519743680954,0.0
+batch,5,165,2.4135286808013916,0.1875,-0.005012527573853731,0.0
+batch,5,166,2.33414626121521,0.125,0.04821905493736267,0.0
+batch,5,167,2.4626429080963135,0.0625,-0.005012509413063526,0.0
+batch,5,168,2.573690176010132,0.1875,0.011844986118376255,0.0
+batch,5,169,2.6722235679626465,0.1875,0.02764200046658516,0.0
+batch,5,170,2.602749824523926,0.0,0.01751101016998291,0.0
+batch,5,171,2.790057897567749,0.0625,0.01627950742840767,0.0
+batch,5,172,2.5957353115081787,0.0625,-0.005012570880353451,0.0
+batch,5,173,2.594845771789551,0.1875,0.011326000094413757,0.0
+batch,5,174,2.3898584842681885,0.1875,0.03313540294766426,0.0
+batch,5,175,2.801358461380005,0.0625,0.011019659228622913,0.0
+batch,5,176,2.893472194671631,0.0625,0.01494077779352665,0.0
+batch,5,177,2.3849740028381348,0.3125,0.015618499368429184,0.0
+batch,5,178,2.522603750228882,0.125,0.014059974811971188,0.0
+batch,5,179,2.625919818878174,0.1875,-0.005012549925595522,0.0
+batch,5,180,2.5446269512176514,0.25,-0.005012352019548416,0.0
+batch,5,181,2.4891481399536133,0.0625,-0.005012469366192818,0.0
+batch,5,182,2.615750789642334,0.0625,0.011368890292942524,0.0
+batch,5,183,2.6409895420074463,0.1875,0.03053108975291252,0.0
+batch,5,184,3.020284652709961,0.0,0.013123724609613419,0.0
+batch,5,185,2.5131301879882812,0.0625,0.015104253776371479,0.0
+batch,5,186,2.6795237064361572,0.125,-0.005012471228837967,0.0
+batch,5,187,2.4797632694244385,0.25,-0.005012582056224346,0.0
+batch,5,188,2.537999153137207,0.125,0.010938677005469799,0.0
+batch,5,189,2.7660694122314453,0.0,-0.005012420937418938,0.0
+batch,5,190,2.593416929244995,0.125,-0.005012615583837032,0.0
+batch,5,191,2.722966432571411,0.0625,0.012833042070269585,0.0
+batch,5,192,2.3402135372161865,0.1875,0.01366503071039915,0.0
+batch,5,193,2.291548013687134,0.1875,-0.005012516863644123,0.0
+batch,5,194,2.498145341873169,0.0,0.027763307094573975,0.0
+batch,5,195,2.301462173461914,0.25,0.03088502399623394,0.0
+batch,5,196,2.4214766025543213,0.25,-0.005012504756450653,0.0
+batch,5,197,2.3068931102752686,0.3125,-0.005012475419789553,0.0
+batch,5,198,2.5096325874328613,0.0625,0.013950739055871964,0.0
+batch,5,199,2.37884783744812,0.375,-0.005012561567127705,0.0
+batch,5,200,2.363281011581421,0.25,-0.005012518726289272,0.0
+batch,5,201,2.610320568084717,0.125,0.028979815542697906,0.0
+batch,5,202,2.1533966064453125,0.25,0.014337192289531231,0.0
+batch,5,203,2.5514590740203857,0.1875,0.013574322685599327,0.0
+batch,5,204,2.40913462638855,0.1875,-0.005012518726289272,0.0
+batch,5,205,2.5940966606140137,0.125,0.011327965185046196,0.0
+batch,5,206,2.2603938579559326,0.1875,-0.0050126174464821815,0.0
+batch,5,207,2.549086332321167,0.125,0.013534458354115486,0.0
+batch,5,208,1.993283987045288,0.1875,-0.005012619774788618,0.0
+batch,5,209,2.6457018852233887,0.25,0.012091431766748428,0.0
+batch,5,210,2.738308906555176,0.1875,0.0361572802066803,0.0
+batch,5,211,2.1255578994750977,0.25,-0.005012541078031063,0.0
+batch,5,212,3.0261616706848145,0.125,-0.005012340843677521,0.0
+batch,5,213,2.4682557582855225,0.1875,0.010624440386891365,0.0
+batch,5,214,2.6123902797698975,0.1875,-0.005012587644159794,0.0
+batch,5,215,2.5162341594696045,0.1875,0.027682118117809296,0.0
+batch,5,216,2.346921443939209,0.1875,0.03575525060296059,0.0
+batch,5,217,2.1741034984588623,0.125,0.014554155990481377,0.0
+batch,5,218,2.8628647327423096,0.0,0.013509662821888924,0.0
+batch,5,219,2.3256118297576904,0.1875,0.045581310987472534,0.0
+batch,5,220,2.6654880046844482,0.125,-0.005012492183595896,0.0
+batch,5,221,2.6035361289978027,0.0625,0.01233646459877491,0.0
+batch,5,222,2.2839787006378174,0.125,-0.0050124661065638065,0.0
+batch,5,223,2.5373966693878174,0.0,0.01230715773999691,0.0
+batch,5,224,2.5485894680023193,0.1875,0.01145881973206997,0.0
+batch,5,225,2.592756748199463,0.25,0.06082028150558472,0.0
+batch,5,226,2.613101005554199,0.1875,0.012110247276723385,0.0
+batch,5,227,2.3505301475524902,0.1875,-0.00501248799264431,0.0
+batch,5,228,2.1504697799682617,0.1875,-0.005012368783354759,0.0
+batch,5,229,2.3584988117218018,0.0625,-0.0050125690177083015,0.0
+batch,5,230,2.6715586185455322,0.0625,-0.005012471694499254,0.0
+batch,5,231,2.7236039638519287,0.0625,0.011548747308552265,0.0
+batch,5,232,2.318612575531006,0.25,0.031273916363716125,0.0
+batch,5,233,2.475203514099121,0.0625,0.01187957264482975,0.0
+batch,5,234,2.387336492538452,0.3125,-0.005012450739741325,0.0
+batch,5,235,2.294328212738037,0.125,0.010287268087267876,0.0
+batch,5,236,2.71488881111145,0.25,-0.005012537352740765,0.0
+batch,5,237,2.230907440185547,0.25,-0.005012471228837967,0.0
+batch,5,238,2.3172035217285156,0.1875,0.011932373046875,0.0
+batch,5,239,2.4887802600860596,0.0625,0.011837013065814972,0.0
+batch,5,240,2.361093044281006,0.125,-0.005012484733015299,0.0
+batch,5,241,2.4125359058380127,0.25,0.0170308668166399,0.0
+batch,5,242,2.526489019393921,0.0625,-0.005012509413063526,0.0
+batch,5,243,2.269589424133301,0.1875,-0.00501254852861166,0.0
+batch,5,244,2.4628188610076904,0.1875,0.012039444409310818,0.0
+batch,5,245,2.2956998348236084,0.25,-0.00501254852861166,0.0
+batch,5,246,2.6357386112213135,0.0625,0.03427807241678238,0.0
+batch,5,247,2.9782683849334717,0.0,0.012410462833940983,0.0
+batch,5,248,2.45106840133667,0.0625,0.013978400267660618,0.0
+batch,5,249,2.675583600997925,0.0625,0.014046071097254753,0.0
+batch,5,250,2.5335981845855713,0.0625,-0.005012469366192818,0.0
+batch,5,251,2.610048770904541,0.0,-0.005012501496821642,0.0
+batch,5,252,2.3880562782287598,0.1875,0.011933723464608192,0.0
+batch,5,253,2.562221050262451,0.125,-0.005012501496821642,0.0
+batch,5,254,2.748901605606079,0.0,0.02913340926170349,0.0
+batch,5,255,2.581528902053833,0.3125,0.01410675048828125,0.0
+batch,5,256,2.635633707046509,0.1875,-0.005012602545320988,0.0
+batch,5,257,2.3982961177825928,0.0625,-0.005012609995901585,0.0
+batch,5,258,2.2988505363464355,0.1875,-0.005012527573853731,0.0
+batch,5,259,2.3085410594940186,0.3125,0.009449932724237442,0.0
+batch,5,260,2.5262110233306885,0.1875,-0.005012383684515953,0.0
+batch,5,261,2.321213960647583,0.375,0.02839638479053974,0.0
+batch,5,262,2.5265860557556152,0.0625,-0.005012567155063152,0.0
+batch,5,263,2.459371328353882,0.1875,0.014780998229980469,0.0
+batch,5,264,2.817748546600342,0.125,0.030505025759339333,0.0
+batch,5,265,2.744450092315674,0.0625,0.013126512989401817,0.0
+batch,5,266,2.181303024291992,0.4375,-0.005012488458305597,0.0
+batch,5,267,2.425279140472412,0.125,0.00920488964766264,0.0
+batch,5,268,2.1730988025665283,0.375,-0.00501271104440093,0.0
+batch,5,269,2.7095062732696533,0.0625,-0.005012582056224346,0.0
+batch,5,270,2.4899096488952637,0.0625,-0.005012537352740765,0.0
+batch,5,271,2.775073528289795,0.125,0.013266879133880138,0.0
+batch,5,272,2.905254364013672,0.0625,0.014064351096749306,0.0
+batch,5,273,2.275524377822876,0.0625,-0.0050124418921768665,0.0
+batch,5,274,2.3055145740509033,0.25,-0.005012533161789179,0.0
+batch,5,275,3.0122835636138916,0.125,-0.005012520123273134,0.0
+batch,5,276,2.743431568145752,0.25,0.010052716359496117,0.0
+batch,5,277,2.6587305068969727,0.125,0.009941762313246727,0.0
+batch,5,278,2.865917444229126,0.1875,-0.005012495443224907,0.0
+batch,5,279,2.5290019512176514,0.25,-0.005012437701225281,0.0
+batch,5,280,2.6273868083953857,0.0625,0.028730401769280434,0.0
+batch,5,281,2.198359727859497,0.375,-0.005012467969208956,0.0
+batch,5,282,2.5417609214782715,0.0625,0.02797243744134903,0.0
+batch,5,283,2.421654462814331,0.1875,-0.005012716166675091,0.0
+batch,5,284,2.754457712173462,0.0625,0.014039323665201664,0.0
+batch,5,285,2.243548631668091,0.25,0.014388279058039188,0.0
+batch,5,286,2.093350887298584,0.25,0.032634101808071136,0.0
+batch,5,287,2.7240655422210693,0.0,0.011562895029783249,0.0
+batch,5,288,2.7664222717285156,0.0625,0.013448563404381275,0.0
+batch,5,289,2.2362160682678223,0.25,-0.005012587644159794,0.0
+batch,5,290,2.15236234664917,0.375,0.03186766058206558,0.0
+batch,5,291,2.5949108600616455,0.25,0.015801848843693733,0.0
+batch,5,292,2.677732229232788,0.1875,-0.0050125038251280785,0.0
+batch,5,293,2.445242404937744,0.1875,-0.005012542940676212,0.0
+batch,5,294,2.918248176574707,0.1875,0.01011412963271141,0.0
+batch,5,295,2.5257513523101807,0.125,-0.005012450739741325,0.0
+batch,5,296,2.365877628326416,0.125,0.013495001941919327,0.0
+batch,5,297,2.5449037551879883,0.0,0.013438129797577858,0.0
+batch,5,298,2.508268117904663,0.1875,-0.0050125690177083015,0.0
+batch,5,299,2.7582292556762695,0.0625,0.032889511436223984,0.0
+batch,5,300,2.7786524295806885,0.125,-0.00501271104440093,0.0
+batch,5,301,2.157900333404541,0.25,-0.005012615583837032,0.0
+batch,5,302,2.5400147438049316,0.125,0.012189492583274841,0.0
+batch,5,303,2.5184481143951416,0.125,-0.005012630484998226,0.0
+batch,5,304,2.6320087909698486,0.0625,-0.0050125690177083015,0.0
+batch,5,305,2.3242557048797607,0.25,-0.005012501496821642,0.0
+batch,5,306,2.7980377674102783,0.0625,-0.005012541078031063,0.0
+batch,5,307,2.387545347213745,0.1875,0.014138774015009403,0.0
+batch,5,308,2.4313857555389404,0.25,-0.005012460518628359,0.0
+batch,5,309,2.4839799404144287,0.0,-0.005012481007725,0.0
+batch,5,310,2.5493528842926025,0.0,0.05302470922470093,0.0
+batch,5,311,2.505949020385742,0.0625,-0.005012671463191509,0.0
+batch,5,312,2.54833722114563,0.125,-0.005012503359466791,0.0
+batch,5,313,2.1701979637145996,0.1875,-0.0050127506256103516,0.0
+batch,5,314,2.4162349700927734,0.125,-0.0050124977715313435,0.0
+batch,5,315,2.513251304626465,0.125,-0.005012563429772854,0.0
+batch,5,316,2.3743250370025635,0.0625,0.030002819374203682,0.0
+batch,5,317,2.17980694770813,0.25,-0.005012660287320614,0.0
+batch,5,318,2.2669732570648193,0.1875,-0.0050124190747737885,0.0
+batch,5,319,2.29616117477417,0.1875,-0.005012478679418564,0.0
+batch,5,320,2.3395378589630127,0.1875,-0.0050125522539019585,0.0
+batch,5,321,2.403150796890259,0.125,-0.0050126006826758385,0.0
+batch,5,322,2.5239288806915283,0.1875,0.015651822090148926,0.0
+batch,5,323,2.390072822570801,0.0625,-0.005012608133256435,0.0
+batch,5,324,2.840005874633789,0.0625,0.015319157391786575,0.0
+batch,5,325,2.4436607360839844,0.0,0.0164593867957592,0.0
+batch,5,326,2.388625383377075,0.25,0.01411281805485487,0.0
+batch,5,327,2.5095369815826416,0.125,-0.005012637935578823,0.0
+batch,5,328,2.3625376224517822,0.1875,-0.00501250522211194,0.0
+batch,5,329,2.4068243503570557,0.125,0.007997251115739346,0.0
+batch,5,330,2.608991861343384,0.0625,-0.005012437701225281,0.0
+batch,5,331,2.226248025894165,0.0625,0.01658490300178528,0.0
+batch,5,332,2.555189371109009,0.125,-0.005012574605643749,0.0
+batch,5,333,2.371312379837036,0.125,-0.005012520123273134,0.0
+batch,5,334,2.4158618450164795,0.0625,0.011114081367850304,0.0
+batch,5,335,2.3216004371643066,0.25,0.012363909743726254,0.0
+batch,5,336,2.5085079669952393,0.1875,-0.0050125387497246265,0.0
+batch,5,337,2.575287342071533,0.125,-0.005012583918869495,0.0
+batch,5,338,2.905268430709839,0.0625,0.013508519157767296,0.0
+batch,5,339,2.559351682662964,0.0625,-0.00501264026388526,0.0
+batch,5,340,2.6629157066345215,0.1875,-0.005012502893805504,0.0
+batch,5,341,2.1785972118377686,0.3125,0.012847843579947948,0.0
+batch,5,342,2.5635197162628174,0.0625,-0.005012315697968006,0.0
+batch,5,343,2.3674824237823486,0.25,-0.0050124190747737885,0.0
+batch,5,344,2.555521011352539,0.0625,-0.005012559704482555,0.0
+batch,5,345,2.3060595989227295,0.1875,0.014952702447772026,0.0
+batch,5,346,2.729428768157959,0.125,-0.005012452602386475,0.0
+batch,5,347,2.4666051864624023,0.25,0.05208935588598251,0.0
+batch,5,348,2.3834879398345947,0.125,-0.005012657027691603,0.0
+batch,5,349,2.52144193649292,0.125,0.01289610005915165,0.0
+batch,5,350,2.5941426753997803,0.125,0.015217027626931667,0.0
+batch,5,351,2.411000967025757,0.375,-0.005012671463191509,0.0
+batch,5,352,2.880664110183716,0.0625,-0.0050124842673540115,0.0
+batch,5,353,2.2269582748413086,0.25,0.021297121420502663,0.0
+batch,5,354,2.5967187881469727,0.0625,-0.00501254852861166,0.0
+batch,5,355,2.352670907974243,0.125,0.05069956183433533,0.0
+batch,5,356,2.624418020248413,0.125,-0.0050125462003052235,0.0
+batch,5,357,2.537123203277588,0.25,0.048432014882564545,0.0
+batch,5,358,2.7361762523651123,0.125,0.014798861928284168,0.0
+batch,5,359,2.4705307483673096,0.125,-0.005012546665966511,0.0
+batch,5,360,2.6413087844848633,0.0625,-0.005012493580579758,0.0
+batch,5,361,2.2325198650360107,0.25,0.055042289197444916,0.0
+batch,5,362,2.4352285861968994,0.0625,-0.005012516397982836,0.0
+batch,5,363,2.769399404525757,0.125,0.031141141429543495,0.0
+batch,5,364,2.5596911907196045,0.0625,-0.005012591369450092,0.0
+batch,5,365,2.3393561840057373,0.1875,0.013440222479403019,0.0
+batch,5,366,2.4170684814453125,0.1875,-0.005012471228837967,0.0
+batch,5,367,2.5788559913635254,0.1875,0.01214861311018467,0.0
+batch,5,368,2.8960397243499756,0.0625,-0.00501248287037015,0.0
+batch,5,369,2.5864157676696777,0.125,0.01240563951432705,0.0
+batch,5,370,2.410344362258911,0.0625,-0.0050124190747737885,0.0
+batch,5,371,2.7925570011138916,0.125,0.029349667951464653,0.0
+batch,5,372,2.331310749053955,0.1875,0.012544828467071056,0.0
+batch,5,373,2.309905767440796,0.375,-0.005012589506804943,0.0
+batch,5,374,2.69706130027771,0.1875,0.014915656298398972,0.0
+batch,5,375,2.5241825580596924,0.125,0.012990182265639305,0.0
+batch,5,376,2.763638973236084,0.125,0.012690890580415726,0.0
+batch,5,377,2.4209790229797363,0.1875,-0.005012715235352516,0.0
+batch,5,378,2.1311542987823486,0.125,-0.005012503359466791,0.0
+batch,5,379,2.3591718673706055,0.1875,0.025370273739099503,0.0
+batch,5,380,2.755434513092041,0.25,0.04772559553384781,0.0
+batch,5,381,2.5907578468322754,0.125,0.02382616698741913,0.0
+batch,5,382,2.2909998893737793,0.25,-0.00501253129914403,0.0
+batch,5,383,2.5087807178497314,0.1875,-0.005012589506804943,0.0
+batch,5,384,2.2776567935943604,0.125,-0.005012647248804569,0.0
+batch,5,385,2.630826950073242,0.375,-0.005012574139982462,0.0
+batch,5,386,2.572406053543091,0.0625,0.03138216957449913,0.0
+batch,5,387,2.3038852214813232,0.25,-0.005012551788240671,0.0
+batch,5,388,2.4203736782073975,0.1875,0.01282578706741333,0.0
+batch,5,389,2.4528486728668213,0.1875,0.030776891857385635,0.0
+batch,5,390,2.491980791091919,0.0625,0.030086081475019455,0.0
+batch,5,391,2.595954179763794,0.1875,0.01417960599064827,0.0
+batch,5,392,2.4187917709350586,0.25,0.029461821541190147,0.0
+batch,5,393,2.564255952835083,0.0625,0.048803821206092834,0.0
+batch,5,394,2.4747602939605713,0.25,0.012204358354210854,0.0
+batch,5,395,2.3531911373138428,0.0625,-0.005012441426515579,0.0
+batch,5,396,2.6094276905059814,0.25,0.014882971532642841,0.0
+batch,5,397,2.4872653484344482,0.1875,-0.0050126006826758385,0.0
+batch,5,398,2.4650843143463135,0.125,-0.00501250708475709,0.0
+batch,5,399,2.431798219680786,0.3125,-0.0050125387497246265,0.0
+batch,5,400,2.544722557067871,0.3125,0.032714348286390305,0.0
+batch,5,401,2.615347146987915,0.125,-0.005012619309127331,0.0
+batch,5,402,2.5110905170440674,0.25,-0.005012493580579758,0.0
+batch,5,403,2.4698188304901123,0.125,-0.005012462381273508,0.0
+batch,5,404,2.548055410385132,0.125,-0.005012595094740391,0.0
+batch,5,405,2.645063877105713,0.25,-0.005012432113289833,0.0
+batch,5,406,2.9634292125701904,0.0625,0.03733569383621216,0.0
+batch,5,407,2.257211923599243,0.1875,-0.005012634210288525,0.0
+batch,5,408,2.5931694507598877,0.1875,-0.005012486129999161,0.0
+batch,5,409,2.5606844425201416,0.125,0.014343190006911755,0.0
+batch,5,410,2.5970704555511475,0.125,-0.005012677051126957,0.0
+batch,5,411,2.3414056301116943,0.1875,-0.0050125448033213615,0.0
+batch,5,412,2.510085105895996,0.0,0.011551662348210812,0.0
+batch,5,413,2.350914239883423,0.25,0.03144030645489693,0.0
+batch,5,414,2.506072998046875,0.25,0.03408556059002876,0.0
+batch,5,415,2.7442030906677246,0.1875,-0.005012484733015299,0.0
+batch,5,416,2.506605863571167,0.0625,0.012213236652314663,0.0
+batch,5,417,2.5944736003875732,0.25,0.013884317129850388,0.0
+batch,5,418,2.3348021507263184,0.3125,0.016751764342188835,0.0
+batch,5,419,2.2776925563812256,0.25,-0.005012499634176493,0.0
+batch,5,420,2.5152499675750732,0.25,0.027154844254255295,0.0
+batch,5,421,2.4600324630737305,0.0,-0.005012681242078543,0.0
+batch,5,422,2.4366769790649414,0.0,0.014313535764813423,0.0
+batch,5,423,2.5534934997558594,0.1875,0.02534368261694908,0.0
+batch,5,424,2.1732819080352783,0.3125,-0.0050124735571444035,0.0
+batch,5,425,2.1572015285491943,0.375,-0.00501237390562892,0.0
+batch,5,426,2.4178006649017334,0.1875,-0.005012664012610912,0.0
+batch,5,427,2.2361366748809814,0.125,-0.005012510810047388,0.0
+batch,5,428,2.2703917026519775,0.25,0.014768223278224468,0.0
+batch,5,429,2.5437419414520264,0.0625,-0.005012417212128639,0.0
+batch,5,430,2.707954168319702,0.1875,0.01368812844157219,0.0
+batch,5,431,2.4451258182525635,0.125,-0.005012422800064087,0.0
+batch,5,432,2.1373932361602783,0.1875,-0.005012525711208582,0.0
+batch,5,433,2.4204914569854736,0.1875,0.03013557381927967,0.0
+batch,5,434,2.4496679306030273,0.125,0.01620059832930565,0.0
+batch,5,435,2.426581859588623,0.1875,0.014875443652272224,0.0
+batch,5,436,2.5977771282196045,0.0625,0.011604810133576393,0.0
+batch,5,437,2.4849236011505127,0.0625,-0.005012441426515579,0.0
+batch,5,438,2.230365514755249,0.125,-0.005012578330934048,0.0
+batch,5,439,2.5795772075653076,0.125,0.01373752485960722,0.0
+batch,5,440,2.6314830780029297,0.0,0.023674998432397842,0.0
+batch,5,441,2.6993210315704346,0.0625,0.013615129515528679,0.0
+batch,5,442,2.7821602821350098,0.125,-0.005012508947402239,0.0
+batch,5,443,2.204706907272339,0.375,0.012657221406698227,0.0
+batch,5,444,2.3871004581451416,0.3125,0.014301474206149578,0.0
+batch,5,445,2.653029441833496,0.0625,0.014416852965950966,0.0
+batch,5,446,2.3133418560028076,0.125,-0.005012486129999161,0.0
+batch,5,447,2.753203868865967,0.1875,0.007913574576377869,0.0
+batch,5,448,2.140469789505005,0.1875,-0.0050124917179346085,0.0
+batch,5,449,2.201469659805298,0.3125,0.013013212010264397,0.0
+batch,5,450,2.624138593673706,0.1875,-0.005012417212128639,0.0
+batch,5,451,2.3028805255889893,0.25,-0.005012676119804382,0.0
+batch,5,452,2.932216167449951,0.125,0.029709573835134506,0.0
+batch,5,453,2.3233184814453125,0.1875,-0.005012461915612221,0.0
+batch,5,454,2.6411118507385254,0.0625,0.02966579794883728,0.0
+batch,5,455,2.647819757461548,0.125,-0.005012432113289833,0.0
+batch,5,456,2.7110462188720703,0.3125,0.010698789730668068,0.0
+batch,5,457,2.383840322494507,0.1875,-0.005012486595660448,0.0
+batch,5,458,2.2904069423675537,0.0625,0.01622254215180874,0.0
+batch,5,459,2.112687349319458,0.375,0.010808817110955715,0.0
+batch,5,460,2.5543429851531982,0.125,-0.0050126006826758385,0.0
+batch,5,461,2.6759254932403564,0.25,-0.005012406036257744,0.0
+batch,5,462,2.438581705093384,0.125,-0.005012445151805878,0.0
+batch,5,463,2.617394208908081,0.125,0.034504733979701996,0.0
+batch,5,464,2.2205426692962646,0.1875,0.028765402734279633,0.0
+batch,5,465,2.593980312347412,0.0625,0.03140128403902054,0.0
+batch,5,466,2.407238483428955,0.1875,0.012205339036881924,0.0
+batch,5,467,2.565394639968872,0.125,-0.0050124675035476685,0.0
+batch,5,468,2.4897241592407227,0.0625,0.013587277382612228,0.0
+batch,5,469,2.2327771186828613,0.0625,-0.005012583918869495,0.0
+batch,5,470,2.7548882961273193,0.125,0.015160080045461655,0.0
+batch,5,471,2.4966888427734375,0.25,0.034458160400390625,0.0
+batch,5,472,2.574033260345459,0.0625,-0.005012609995901585,0.0
+batch,5,473,2.2750353813171387,0.3125,0.014776017516851425,0.0
+batch,5,474,2.2952935695648193,0.1875,0.029055200517177582,0.0
+batch,5,475,2.3835160732269287,0.25,0.01513609942048788,0.0
+batch,5,476,2.5719387531280518,0.0625,-0.0050126174464821815,0.0
+batch,5,477,2.44096302986145,0.0625,0.0313100591301918,0.0
+batch,5,478,2.8567371368408203,0.125,-0.005012632347643375,0.0
+batch,5,479,2.4954962730407715,0.0625,-0.005012582056224346,0.0
+batch,5,480,2.4131686687469482,0.125,0.012313470244407654,0.0
+batch,5,481,2.5198822021484375,0.125,0.01675625704228878,0.0
+batch,5,482,2.35286283493042,0.1875,0.01614856906235218,0.0
+batch,5,483,2.6257941722869873,0.1875,-0.0050125727429986,0.0
+batch,5,484,2.4169769287109375,0.0,0.010001864284276962,0.0
+batch,5,485,2.72179913520813,0.0,0.03489211946725845,0.0
+batch,5,486,2.3921542167663574,0.0625,-0.0050127264112234116,0.0
+batch,5,487,2.4389781951904297,0.125,0.014633229933679104,0.0
+batch,5,488,2.494853973388672,0.3125,0.013798503205180168,0.0
+batch,5,489,2.3917202949523926,0.1875,0.013409486040472984,0.0
+batch,5,490,2.556898593902588,0.1875,0.015968766063451767,0.0
+batch,5,491,2.769803762435913,0.1875,0.02578880451619625,0.0
+batch,5,492,2.522660732269287,0.1875,-0.005012563429772854,0.0
+batch,5,493,2.1913211345672607,0.1875,-0.005012602545320988,0.0
+batch,5,494,2.2971675395965576,0.25,-0.005012389272451401,0.0
+batch,5,495,2.1182212829589844,0.125,0.015119258314371109,0.0
+batch,5,496,2.2247138023376465,0.3125,0.014290166087448597,0.0
+batch,5,497,2.40018892288208,0.0625,0.03365875780582428,0.0
+batch,5,498,2.4360756874084473,0.125,0.02637718990445137,0.0
+batch,5,499,3.2117598056793213,0.0,-0.005012554116547108,0.0
+batch,5,500,2.6474740505218506,0.0625,0.05182618647813797,0.0
+batch,5,501,2.281109571456909,0.0625,0.013761681504547596,0.0
+batch,5,502,2.6119678020477295,0.0625,-0.005012523848563433,0.0
+batch,5,503,2.3360273838043213,0.0625,-0.005012445151805878,0.0
+batch,5,504,2.2657017707824707,0.1875,0.03495342284440994,0.0
+batch,5,505,2.5042994022369385,0.125,-0.0050125522539019585,0.0
+batch,5,506,2.1793830394744873,0.1875,-0.005012580193579197,0.0
+batch,5,507,2.469564199447632,0.1875,-0.005012578330934048,0.0
+batch,5,508,2.7072861194610596,0.0,0.013084271922707558,0.0
+batch,5,509,2.3957087993621826,0.08333333333333333,-0.005012365058064461,0.0
+epoch,5,-1,2.5021890989409292,0.15044139283962726,0.009181764475343858,57.725486755371094
|