metrics/weight_parameters_fp8_scaled.csv

format_id,parameter,subsystem,quantized,reference_dtype,candidate_dtype,storage_dtype,elements,mae,rmse,mean_signed_error,relative_l2,cosine_similarity,snr_db,max_abs_error,abs_error_p50_sampled,abs_error_p95_sampled,abs_error_p99_sampled,abs_error_p999_sampled,storage_endpoint_rate,sum_abs_error,sum_squared_error,sum_signed_error,reference_sum_squared,candidate_sum_squared,dot_product
fp8_scaled,first.bias,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00012355056746526927,0.00021640586281437556,4.6581449410313764e-06,0.0016017980844681443,0.9999987173130938,55.90784460059142,0.0019971132278442383,7.518008351325989e-05,0.0003990002442151308,0.0009190838318318129,0.0017936290241777897,,0.7590946865066144,0.00028773272039690854,0.028619642517696775,112.14339814745858,112.13871004708727,112.14091023091274
fp8_scaled,first.weight,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,393216,0.0,0.0,0.0,0.0,1.0,3030.7824927153065,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1197.4276203311433,1197.4276203311433,1197.4276203311433
fp8_scaled,blocks.0.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00032035356410587784,0.0004943974335368081,-1.5479945701514354e-07,0.001700422437897229,0.9999985543155289,55.38886345882354,0.0019522309303283691,0.00017290934920310974,0.0009659826755523682,0.0017292345874011517,0.001929145073518157,,11.80951378719908,0.009010624104816815,-0.005706527183406251,3116.314055904984,3116.3570480219055,3116.331046651392
fp8_scaled,blocks.0.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0007297401643503084,0.0009055675708930777,8.110922218899455e-06,0.0017274257222542962,0.9999985081282172,55.252012356454365,0.0019516348838806152,0.0006299614906311035,0.0017825484974309802,0.0019149606814607978,0.001945120980963111,,4.483523569768295,0.005038403330784395,0.04983350611291826,1688.4731777588663,1688.4138684720965,1688.441003913816
fp8_scaled,blocks.0.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000489884849766753,0.0006408610289946368,7.545461783090938e-06,0.0016588382424059253,0.9999986245198355,55.603919221713525,0.0019522309303283691,0.0003901869058609009,0.001398158143274486,0.0018366125877946615,0.0019440309843048453,,3.00985251696693,0.002523358362526094,0.04635931719531072,917.0032074777238,916.949272001727,916.9749780605441
fp8_scaled,blocks.0.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00034011761914648844,0.0006777098910579491,-2.7767896232763457e-08,0.026401002845735762,0.9996514335489901,31.567591521620578,0.0625,0.000152587890625,0.001220703125,0.00244140625,0.0068359375,2.6490953430879927e-08,12839.010214109338,17.33764324708579,-1.0482029841659823,24874.205300964153,24854.911203394637,24855.889430555853
fp8_scaled,blocks.0.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0005788935261625025,0.0011468173471517785,-2.512226760879403e-07,0.026456953961537806,0.999650016425102,31.549203168084162,0.125,0.00030517578125,0.001953125,0.00390625,0.009765625,1.059638137235197e-07,5463.12472280435,12.41169028663653,-2.3708346192142926,17731.73559552023,17731.899833887983,17725.611869560787
fp8_scaled,blocks.0.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0005424024721183958,0.0009266031571772721,-4.1810398489525476e-07,0.026517602472355743,0.9996491531578885,31.529314884451644,0.04296875,0.00030517578125,0.001953125,0.00341796875,0.0068359375,2.119276274470394e-07,5118.751931436171,8.102703999764918,-3.94572423658974,11522.891230460818,11544.08130026078,11529.434913360916
fp8_scaled,blocks.0.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.000465883470123959,0.0007574557677275171,3.1792503515646623e-07,0.026504793178927274,0.9996487292612717,31.533511605850563,0.02734375,0.000244140625,0.001708984375,0.0029296875,0.00390625,2.6490953430879927e-08,17586.512120473217,21.65793110600457,12.001268219912163,30829.61692928,30789.891227635817,30798.9251129049
fp8_scaled,blocks.0.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0014304760989034548,0.008159760195655742,-0.0007348627113969997,0.0017628593384065314,0.999999942817533,55.075646788511285,0.09144210815429688,0.0004694610834121704,0.002513510175049305,0.005549530498683453,0.08064083755016327,,0.18310094065964222,0.008522455865677804,-0.09406242705881596,2742.391408866344,2732.9099834002554,2737.6464349053667
fp8_scaled,blocks.0.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0013865903238183819,0.008118788588058973,-0.0005495274745044298,0.0017558880723797614,0.999999938927208,55.11006342574066,0.09119796752929688,0.0004523247480392456,0.002212519058957696,0.00332813523709774,0.08004126697778702,,0.17748356144875288,0.008437085201612366,-0.07033951673656702,2736.5209505610396,2727.1109561771154,2731.811734826477
fp8_scaled,blocks.0.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00045314487460019305,0.0007922832294126474,-1.8716705807172378e-07,0.02645664788418516,0.9996504010185908,31.549303654689233,0.0546875,0.000244140625,0.001708984375,0.00341796875,0.005859375,1.059638137235197e-07,17105.646241035793,23.695361585349612,-7.06531986304617,33852.73065121806,33892.530838143495,33860.783063888106
fp8_scaled,blocks.0.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0003306082624397457,0.0005834337901890534,1.64848464871457e-07,0.026572090714390265,0.9996469522870481,31.511485471823466,0.02734375,0.00018310546875,0.001220703125,0.00244140625,0.0048828125,9.934107758624577e-09,33280.1173820178,34.26528138708803,16.594189814501078,48529.168457298554,48463.44082027594,48479.17199809371
fp8_scaled,blocks.0.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.00032055098332891066,0.0006278637047209773,-1.1004166935596933e-07,0.02665394064561437,0.9996448771409706,31.48477147449046,0.03125,0.000152587890625,0.0009765625,0.00244140625,0.0068359375,9.934107758624577e-09,32267.7185179292,39.68276296501429,-11.07715713471407,55857.18567745108,55755.0652751226,55786.28409480434
fp8_scaled,blocks.0.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0004491738088219347,0.0008014193867309106,-7.370111716478837e-08,0.02665708347656933,0.9996446855957557,31.48374736049877,0.046875,0.000244140625,0.00146484375,0.0029296875,0.005859375,9.934107758624577e-09,45215.31607288982,64.65332047679564,-7.418997372689773,90984.11402475153,90976.28927560229,90947.87498993853
fp8_scaled,blocks.1.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00019949470312984516,0.0003431982417935318,2.3187999064539563e-06,0.0016633100366058474,0.9999986167004925,55.580535837769716,0.003893136978149414,8.417107164859772e-05,0.0007887164829298854,0.0012479049619287252,0.0019332470837980509,,7.354172736178612,0.004342027462785202,0.08548023975151864,1569.4451769961659,1569.4464293440635,1569.4436321563833
fp8_scaled,blocks.1.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002659069574240114,0.0004264277049677453,9.255242798970423e-06,0.001668043273673289,0.9999986161479183,55.55585373495192,0.0036662817001342773,0.00014792382717132568,0.0009147390956059098,0.0016552528832107782,0.0019416206050664186,,1.633732346413126,0.0011172285699935752,0.05686421175687428,401.53869807896814,401.44033709120015,401.48895897079916
fp8_scaled,blocks.1.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003226168579913609,0.0004719905570804699,-3.962945779238207e-06,0.0015937789553270932,0.9999987316560162,55.95143824020979,0.001952826976776123,0.00020846351981163025,0.0009418443078175187,0.0016915664309635758,0.0019213550258427858,,1.9821579754989216,0.001368730128218925,-0.02434833886763954,538.8422624952836,538.7776438158692,538.8092687905123
fp8_scaled,blocks.1.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00042601660474958925,0.0007525795485766294,-1.1646848535645484e-07,0.026459364072686755,0.9996502889015169,31.54841195810405,0.0625,0.000244140625,0.001708984375,0.0029296875,0.00439453125,2.6490953430879927e-08,16081.588344308591,21.379977230091725,-4.39653810604068,30538.55152369356,30571.763542053304,30544.467544258387
fp8_scaled,blocks.1.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0006240838422269122,0.0010498699776267436,5.027024413067288e-07,0.026661280089695198,0.999646347108425,31.482380052273157,0.04296875,0.0003662109375,0.002197265625,0.0042247772216796875,0.0078125,2.119276274470394e-07,5889.594050522341,10.40191872491618,4.7440954358608,14633.60948961493,14679.156838400504,14651.182204645262
fp8_scaled,blocks.1.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.000787139981566231,0.0012632179937284067,2.585492390214414e-07,0.026635264129656076,0.999649333543727,31.490859843185902,0.03515625,0.00048828125,0.0029296875,0.00390625,0.0078125,2.119276274470394e-07,7428.384839797131,15.059100418297547,2.4399767417053226,21226.82373620059,21090.385305358937,21151.07497057061
fp8_scaled,blocks.1.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0006096106078422078,0.0009625179119789504,1.2076383238040978e-07,0.026555276734563815,0.9996479490252389,31.51698336810698,0.04296875,0.0003662109375,0.002197265625,0.00341796875,0.005859375,7.947286206899662e-08,23012.029898235032,34.971966569648195,4.55868202687634,49592.772846422406,49449.09322601547,49503.4470529341
fp8_scaled,blocks.1.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00034991106440429576,0.0005333653734538059,-1.4473018381977454e-05,0.0016094575274630037,0.9999987327687699,55.86640959151928,0.0019378066062927246,0.00020369142293930054,0.0009396941168233752,0.0018248462583869696,0.0019236814696341753,,0.04478861624374986,3.641326356473829e-05,-0.001852546352893114,14.057256318476623,14.050574755296111,14.053897330254586
fp8_scaled,blocks.1.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0003541426012816373,0.0005242042427203473,6.123079583630897e-05,0.0017123091194444964,0.9999985832567138,55.32835660684044,0.0019106864929199219,0.0002360232174396515,0.0009192511788569391,0.0018556133145466447,0.001906704856082797,,0.04533025296404958,3.517313127500963e-05,0.007837541867047548,11.99628275511106,12.003780618309975,12.000014100144881
fp8_scaled,blocks.1.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0008417728596167114,0.0013276144216311902,6.487488459132175e-08,0.02677510047362488,0.9996423516589262,31.445377816040537,0.05078125,0.00048828125,0.0029296875,0.0048828125,0.0078125,2.6490953430879927e-08,31775.8614496363,66.53441410684138,2.4489448914682725,92807.7231997119,92496.94972781934,92619.0692567122
fp8_scaled,blocks.1.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0007066419971900493,0.0010955159461573925,-1.1839385215354223e-07,0.02659381787172097,0.9996465866342118,31.504386196884013,0.0390625,0.00042724609375,0.00244140625,0.00341796875,0.0068359375,9.934107758624577e-09,71132.9125291731,120.81157696428144,-11.91791538391226,170823.32577698867,170951.16973246777,170826.84196624605
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fp8_scaled,blocks.2.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00017968135258828518,0.0003033441122935369,4.4951428174178076e-07,0.0016325269965312623,0.999998667428046,55.742792564333534,0.0035535097122192383,7.666274905204773e-05,0.0007046759128570557,0.0009576521115377545,0.0018377986270934343,,6.623773381814544,0.003392138666673707,0.016570894482129006,1272.7785683195852,1272.771347559405,1272.7732618701618
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fp8_scaled,txtfusion.refiner_blocks.1.attn.wk.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,6553600,0.0010990024279789211,0.0016413021427321365,4.5134520518796963e-07,0.02659138857252007,0.999646778329022,31.505179674100038,0.02734375,0.000732421875,0.00341796875,0.005859375,0.0068359375,1.5258788721439487e-07,7202.422312002658,17.654564282283477,2.9579359367198776,24967.49496560102,24994.0604588954,24971.95043010707
fp8_scaled,txtfusion.refiner_blocks.1.attn.wv.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,6553600,0.0012967118638126606,0.001929060170176897,1.1577349278724114e-06,0.026539783528804938,0.9996491413278707,31.522052475421802,0.02734375,0.0008544921875,0.00390625,0.0068359375,0.0078125,1.5258788721439487e-07,8498.130870682653,24.3877356513717,7.587331623304635,34623.95912770525,34714.888014455355,34657.22970325462
fp8_scaled,txtfusion.refiner_blocks.1.attn.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,6553600,0.0012030576413802764,0.001784437013415071,-4.4423814220095893e-07,0.02648506166546511,0.9996498215029616,31.539980231090198,0.017578125,0.000732421875,0.00390625,0.005859375,0.0087890625,1.5258788721439487e-07,7884.3585585497785,20.868074404876765,-2.9113590887282044,29749.5499163872,29794.561464749575,29761.621653365954
fp8_scaled,txtfusion.refiner_blocks.1.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0001924657372001093,0.0002546817890871344,9.035098628373817e-06,0.0016716374546516216,0.9999986028201174,55.53715813264184,0.0008108615875244141,0.00014784559607505798,0.00046787559404037893,0.0007215879741124809,0.0008072546334005892,,0.02463561436161399,8.302440152655821e-06,0.0011564926244318485,2.971129401137676,2.971143306232989,2.971132202465256
fp8_scaled,txtfusion.refiner_blocks.1.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00018718069259193726,0.00023718505454763133,7.133883627830073e-06,0.0015559855233684937,0.9999987900737529,56.15988895862874,0.0006579756736755371,0.00013893842697143555,0.00046677893260493875,0.0005777851911261678,0.0006487368373200297,,0.02395912865176797,7.200864012897644e-06,0.0009131371043622494,2.9742228461401448,2.9744251118972898,2.974320378586711
fp8_scaled,txtfusion.refiner_blocks.1.attn.wo.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,6553600,0.001243954912669416,0.0019069969060298115,-3.393115973793215e-07,0.02649787465059491,0.9996493939254567,31.535779173743084,0.1875,0.000732421875,0.00390625,0.005859375,0.010219573974609375,1.5258788721439487e-07,8152.382915670285,23.83306555134623,-2.2237124845851213,33943.59405323311,33989.3096865172,33954.53533709948
fp8_scaled,txtfusion.refiner_blocks.1.mlp.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,17694720,0.0010788146508419515,0.001602132788305424,-7.673331252605815e-07,0.026509063703419978,0.9996497981235518,31.532112224379304,0.01953125,0.000732421875,0.00341796875,0.0048828125,0.0087890625,5.6514032564791705e-08,19089.323178546096,45.41932878352184,-13.577744798210915,64632.64575847078,64789.77741262234,64688.501921154806
fp8_scaled,txtfusion.refiner_blocks.1.mlp.up.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,17694720,0.0010482978777378738,0.0015581033103175034,4.091907638405069e-08,0.026726091997710213,0.9996437330147364,31.461290819565324,0.0234375,0.0006103515625,0.0029296875,0.00537109375,0.00634765625,5.6514032564791705e-08,18549.33742316591,42.95722270182853,0.7240515992743894,60140.25666897228,59932.797455667634,60015.04845096905
fp8_scaled,txtfusion.refiner_blocks.1.mlp.down.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,17694720,0.0009900958190235752,0.0014985693236049139,3.320939135308686e-07,0.026581198320516267,0.9996472543276664,31.508508886032146,0.078125,0.0006103515625,0.00341796875,0.0048828125,0.0078125,5.6514032564791705e-08,17519.468290792836,39.7372099635063,5.876308813632932,56240.38171678399,56077.95573128515,56139.300119052816
fp8_scaled,txtmlp.0.scale,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.0003248478281875578,0.0004049242478976177,1.0012843176809838e-06,0.0017030700804280966,0.9999985499514008,55.37534961365462,0.0018963217735290527,0.000286005437374115,0.0008419424993917346,0.000950425979681313,0.0009725943091325462,,0.8316104401601478,0.00041974693513075547,0.0025632878532633185,144.71798105419148,144.7121264673333,144.71484388729482
fp8_scaled,txtmlp.1.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,4.202395664198999e-05,5.851030152075029e-05,-1.1394957218173e-06,0.0016321950777667751,0.9999986680688873,55.74455872371952,0.0005667507648468018,3.176648169755936e-05,0.00011128280311822891,0.0001924131065607071,0.0004218154645059258,,0.2581951896083865,2.1033709879597755e-05,-0.007001061714845491,7.895356630587075,7.895559093195051,7.895447345036122
fp8_scaled,txtmlp.1.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,15728640,0.0,0.0,0.0,0.0,1.0,3049.4639920402888,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,88389.20017483605,88389.20017483605,88389.20017483605
fp8_scaled,txtmlp.3.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,7.464712782138487e-05,0.00015328683443290145,3.6510364359957728e-06,0.0016234659417952411,0.9999987041823029,55.79113635752017,0.0034865140914916992,3.748387098312378e-05,0.00023880308435764164,0.0005116533720865846,0.0017042967956513166,,0.4586319533345886,0.00014436466858266467,0.02243196786275803,54.774012167612284,54.79685365722719,54.78536073008544
fp8_scaled,txtmlp.3.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,37748736,0.0,0.0,0.0,0.0,1.0,3051.7413074324577,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,149324.38791799961,149324.38791799961,149324.38791799961
fp8_scaled,last.norm.scale,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0005236387725773284,0.0007525920738726545,1.4793871879229906e-05,0.0015503713408776439,0.999998800394879,56.19128536589888,0.003760814666748047,0.00030985474586486816,0.0017278286395594478,0.0019068614346906543,0.0019507748074829578,,3.2172366187151056,0.0034799298334061137,0.09089354882598855,1447.7681688698844,1447.571708699198,1447.6681988196246
fp8_scaled,last.linear.bias,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,64,0.00010568115976639092,0.00015265557690682076,1.3442884664982557e-05,0.0018514051394802513,0.999998420546636,54.649970700167366,0.0004743635654449463,6.22924417257309e-05,0.0003602690703701228,0.0004472892906051129,0.0004716561525128782,,0.006763594225049019,1.4914384102882733e-06,0.0008603446185588837,0.43511333527180723,0.434660904109478,0.4348863739714375
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fp8_scaled,last.modulation.lin,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,12288,0.0005427302103440853,0.0008560648226153544,0.00015725524289285828,0.0015284398022283071,0.9999989430576807,56.315033226751254,0.0019530057907104492,0.00010707974433898926,0.0018065866315737367,0.0019188160076737404,0.001949378172867,,6.66906882470812,0.009005223696623103,1.9323524246674424,3854.764299620756,3851.1225211447277,3852.938907770894
fp8_scaled,tproj.1.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00010525420524938677,0.00018206268025527074,2.7966444163791806e-07,0.0016600637153576516,0.9999986220983372,55.59750485730486,0.00194627046585083,4.5270659029483795e-05,0.00040352699579671025,0.0007634264184162021,0.0009706101845949888,,3.880091022313394,0.0012219243555864434,0.010309549976540211,443.39909978349993,443.4006977922748,443.3992878257096
fp8_scaled,tproj.1.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,226492416,0.0,0.0,0.0,0.0,1.0,3051.548255988174,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,142832.02676699654,142832.02676699654,142832.02676699654