Total sum losses: [7750852.162109375, 7151295.53515625, 6643724.419921875, 6099131.5, 5739687.205078125, 5397406.021484375, 5147856.736328125, 4969895.23828125, 4800542.3984375, 4661591.0703125, 4533240.98828125, 4408087.056640625, 4353670.587890625, 4269304.7607421875, 4204702.6015625, 4174094.4052734375, 4083818.5146484375, 4031743.375, 4006441.9208984375, 3957036.345703125, 3904094.1396484375, 3878601.88671875, 3844488.46484375, 3818436.779296875, 3818964.5869140625, 3775037.85546875, 3800562.4765625, 3719718.0546875, 3723403.5791015625, 3716371.4682617188, 3685527.3388671875, 3661230.623046875, 3666600.8823242188, 3608774.2114257812, 3583338.2822265625, 3594681.3564453125, 3557191.2260742188, 3458226.1293945312, 3494055.1909179688, 3514830.6611328125, 3461292.9819335938, 3403144.7924804688, 3433964.3916015625, 3424315.001953125, 3366494.8520507812, 3619036.2924804688, 3356457.7978515625, 3371654.595703125, 3302180.1821289062, 3286328.6494140625, 3254502.1674804688, 3265695.958984375, 3206480.2075195312, 3214927.5971679688, 3197302.1938476562, 3179201.625, 3106122.6328125, 3125901.6313476562, 3140189.0830078125, 3084426.865234375, 3120578.2397460938, 3068170.3989257812, 2975399.4462890625, 3009918.1958007812, 2989151.6616210938, 2976849.896484375, 2956094.9624023438, 2962189.1728515625, 2905181.294921875, 2915283.318359375, 2837852.2529296875, 2814939.4653320312, 2854118.5786132812, 2794141.3706054688, 2799355.0537109375, 2793939.3315429688, 2788749.1040039062, 2751624.5961914062, 2758321.2797851562, 2704373.6372070312, 2744388.583984375, 2725115.5981445312, 2708023.333984375, 2694380.5615234375, 2703119.158203125, 2697930.0390625, 2659092.7177734375, 2707888.0346679688, 2677232.44921875, 2657872.123046875]
Ratios: [160.76160799326223, 205.78030459749615, 191.99372928490857, 208.35830257404794, 182.7095041167541, 215.08942791993715, 162.00525213839902, 219.0020899731073, 200.5764932502292, 228.66373547826726, 167.82840374503812, 219.3315813132085, 300.581841556628, 216.6202898851565, 310.55907987914526, 190.86685421123315, 209.46677509087465, 237.48354471623162, 309.9192016136135, 316.7254343598302, 223.28183560129222, 296.7671816465608, 283.3871283957851, 320.5519837816699, 293.0359656034553, 285.575272233889, 332.44900125059854, 248.7468575309545, 256.3482516025208, 409.508335122196, 247.89992868855006, 372.89519041941037, 379.223003840502, 305.62456976069745, 343.06492086796203, 323.74442256174694, 350.24529271390145, 465.7264022121488, 335.0220144533267, 367.29710214440536, 359.67238398061613, 378.3486784793048, 429.98880371244445, 379.8959333480635, 381.9006099802792, 504.49615953124817, 395.49584592659886, 324.8551736638922, 320.5717257513206, 338.8160621622345, 300.67630996073916, 471.213658301469, 356.2772336308977, 394.9857184211835, 323.3053266810179, 378.65984012682344, 383.0667494505422, 355.14245728211387, 335.3150506098574, 413.70329405262544, 404.48344887695276, 346.88666842659643, 280.62544435272207, 451.74507551652147, 277.7623601252928, 352.3365977380936, 338.8974556608804, 342.87633966926745, 440.61116211171105, 444.97028050560033, 350.7582953469076, 379.78802711329377, 378.2579162148638, 322.47183530979646, 340.0876928857367, 410.6020494762515, 330.4321555077561, 439.3753792329482, 414.32291240794837, 378.92558309795504, 350.7880289859848, 348.1264381510371, 453.35685708048015, 407.83796535691255, 343.9044002851252, 425.70201614525905, 527.7510321385016, 605.126584130553, 607.4314924145899, 818.0518020444506]
Gradient L1 norms: [165.85702514648438, 137.55470275878906, 163.164794921875, 126.58970642089844, 123.57181549072266, 107.37113952636719, 106.94418334960938, 81.94169616699219, 79.42080688476562, 66.24250793457031, 71.98280334472656, 58.99528503417969, 50.92143249511719, 52.24845886230469, 49.62405776977539, 56.95214080810547, 50.99285125732422, 50.61250686645508, 42.998634338378906, 43.0731086730957, 48.995548248291016, 43.6799201965332, 43.314857482910156, 40.3560905456543, 42.261531829833984, 41.562782287597656, 39.02776336669922, 45.40694808959961, 41.57246017456055, 37.43780517578125, 44.71453094482422, 37.29679870605469, 39.78702926635742, 39.47081756591797, 39.206783294677734, 38.68999481201172, 39.05382537841797, 36.566734313964844, 40.27049255371094, 39.48194885253906, 38.532264709472656, 37.50701141357422, 38.386924743652344, 40.58260726928711, 38.409690856933594, 60.593292236328125, 36.741973876953125, 41.01934051513672, 40.86488342285156, 40.840797424316406, 40.34351348876953, 38.16828536987305, 39.573265075683594, 39.230464935302734, 42.90176773071289, 41.2304801940918, 38.912086486816406, 39.02155303955078, 38.59923553466797, 39.30684280395508, 39.66978454589844, 39.23908233642578, 42.90547561645508, 39.1060676574707, 43.97020721435547, 37.256317138671875, 39.301021575927734, 38.547218322753906, 35.323753356933594, 32.613853454589844, 35.41441345214844, 33.53954315185547, 34.94189453125, 33.22213363647461, 33.16614532470703, 30.056119918823242, 29.84314727783203, 26.19754409790039, 26.207979202270508, 24.98828125, 25.065658569335938, 22.20592498779297, 19.78055763244629, 18.363651275634766, 17.95150375366211, 15.763103485107422, 13.868193626403809, 12.664649963378906, 12.143376350402832, 11.540905952453613]
Gradient L2 norms: [1.0316954851150513, 0.6684541702270508, 0.8498443961143494, 0.6075577735900879, 0.6763294339179993, 0.499193012714386, 0.6601278781890869, 0.37415942549705505, 0.3959626853466034, 0.2896939814090729, 0.4289071559906006, 0.2689776122570038, 0.16940954327583313, 0.2411983609199524, 0.15978942811489105, 0.29838675260543823, 0.24344123899936676, 0.21312005817890167, 0.13874143362045288, 0.13599510490894318, 0.21943365037441254, 0.147185817360878, 0.15284694731235504, 0.12589561939239502, 0.14421960711479187, 0.14554055035114288, 0.11739473789930344, 0.1825428009033203, 0.16217181086540222, 0.09142135083675385, 0.18037331104278564, 0.10001952201128006, 0.10491723567247391, 0.12914805114269257, 0.11428385972976685, 0.11950783431529999, 0.1115042120218277, 0.07851548492908478, 0.12020252645015717, 0.10749322175979614, 0.10713156312704086, 0.0991334542632103, 0.08927424252033234, 0.10682559013366699, 0.10057509690523148, 0.12010654807090759, 0.09290103614330292, 0.1262696236371994, 0.12747500836849213, 0.12053973227739334, 0.13417589664459229, 0.080999955534935, 0.11107435822486877, 0.09932122379541397, 0.13269737362861633, 0.1088852733373642, 0.1015804335474968, 0.10987577587366104, 0.11511334031820297, 0.09501215815544128, 0.09807517379522324, 0.11311787366867065, 0.1528923213481903, 0.08656667172908783, 0.15830153226852417, 0.10574069619178772, 0.1159672960639, 0.11242309212684631, 0.08016990125179291, 0.07329445332288742, 0.10096529126167297, 0.08831121772527695, 0.09237584471702576, 0.10302336513996124, 0.09752233326435089, 0.07320012152194977, 0.09031550586223602, 0.05962451547384262, 0.0632549598813057, 0.0659450888633728, 0.07145528495311737, 0.06378695368766785, 0.04363131895661354, 0.045026831328868866, 0.0521991103887558, 0.037028491497039795, 0.02627790905535221, 0.02092892676591873, 0.019991351291537285, 0.01410779356956482]
Noise L1 norms: [122.91720581054688, 121.61398315429688, 132.97479248046875, 137.30621337890625, 133.50851440429688, 122.97343444824219, 115.99784851074219, 105.29742431640625, 105.58222961425781, 107.07764434814453, 96.68173217773438, 97.81098937988281, 97.43814849853516, 90.77545928955078, 96.60507202148438, 100.04640197753906, 95.88162231445312, 88.3682861328125, 99.44432067871094, 100.07289123535156, 95.98321533203125, 95.13015747070312, 95.50332641601562, 95.98294830322266, 90.66905212402344, 96.05702209472656, 94.90170288085938, 99.53587341308594, 102.11612701416016, 95.60014343261719, 101.34741973876953, 95.21064758300781, 98.95852661132812, 101.19647216796875, 98.03083801269531, 101.02912139892578, 107.57041931152344, 105.73860931396484, 111.1531982421875, 103.47399139404297, 107.82365417480469, 109.13742065429688, 111.93069458007812, 111.81462097167969, 112.900146484375, 125.4850082397461, 114.43441772460938, 117.33790588378906, 120.24552154541016, 123.5582275390625, 127.48177337646484, 127.01683044433594, 124.88920593261719, 125.28158569335938, 132.65475463867188, 133.52606201171875, 135.47402954101562, 138.232666015625, 137.06727600097656, 135.2996826171875, 151.40977478027344, 144.63180541992188, 155.48239135742188, 154.20748901367188, 157.98800659179688, 152.58892822265625, 159.09059143066406, 163.0793914794922, 162.10943603515625, 177.02166748046875, 178.380859375, 176.88662719726562, 180.86080932617188, 177.6586456298828, 180.81468200683594, 188.1409149169922, 183.93374633789062, 185.25701904296875, 184.94284057617188, 188.35777282714844, 190.61305236816406, 191.23101806640625, 196.8292236328125, 192.44461059570312, 198.259033203125, 193.98089599609375, 193.585693359375, 197.29385375976562, 196.82012939453125, 193.76634216308594]
Noise L2 norms: [0.2792482376098633, 0.18372124433517456, 0.2976088523864746, 0.23350054025650024, 0.30424249172210693, 0.22457651793956757, 0.20832614600658417, 0.16726884245872498, 0.18309631943702698, 0.17770761251449585, 0.1407817304134369, 0.1452711820602417, 0.11473731696605682, 0.10842978954315186, 0.11148355901241302, 0.12348653376102448, 0.12697164714336395, 0.08910870552062988, 0.10112833976745605, 0.10297485440969467, 0.10168923437595367, 0.09497974067926407, 0.11449944227933884, 0.10213495790958405, 0.08693827688694, 0.09085449576377869, 0.10620518028736115, 0.08650795370340347, 0.1049412339925766, 0.09005191922187805, 0.08730277419090271, 0.09135688841342926, 0.09197551757097244, 0.08709150552749634, 0.08586347103118896, 0.0769338309764862, 0.08283708244562149, 0.09216666966676712, 0.08729730546474457, 0.07888282835483551, 0.0912131667137146, 0.10232274234294891, 0.09534425288438797, 0.08651066571474075, 0.098668672144413, 0.08844854682683945, 0.07999769598245621, 0.10637827217578888, 0.08549011498689651, 0.08942928910255432, 0.10071297734975815, 0.10367243736982346, 0.08077114820480347, 0.09392710775136948, 0.09790626168251038, 0.11244861036539078, 0.09889249503612518, 0.09266041219234467, 0.10127194970846176, 0.09414766728878021, 0.10955055058002472, 0.09324906766414642, 0.1224040612578392, 0.12159350514411926, 0.1258361041545868, 0.10701411962509155, 0.11553069949150085, 0.11405371874570847, 0.10312347114086151, 0.12788869440555573, 0.12934978306293488, 0.14727787673473358, 0.14329750835895538, 0.12706705927848816, 0.1559179425239563, 0.17538149654865265, 0.11906663328409195, 0.16842304170131683, 0.14293023943901062, 0.13928277790546417, 0.1645784229040146, 0.15373152494430542, 0.17411580681800842, 0.15542267262935638, 0.15948563814163208, 0.1580735296010971, 0.13089068233966827, 0.14595793187618256, 0.15320101380348206, 0.15547874569892883]
Model Linf norms: [1.0580552816390991, 1.1646153926849365, 1.2996495962142944, 1.3494572639465332, 1.3847217559814453, 1.4361345767974854, 1.5030421018600464, 1.5307680368423462, 1.5943706035614014, 1.6085501909255981, 1.608663558959961, 1.6082613468170166, 1.6586211919784546, 1.724439024925232, 1.8495686054229736, 1.9524054527282715, 2.0568792819976807, 2.1973021030426025, 2.2729735374450684, 2.311830997467041, 2.347966432571411, 2.4139504432678223, 2.520714521408081, 2.6767654418945312, 2.8167128562927246, 2.9357645511627197, 3.0897445678710938, 3.2014262676239014, 3.3227930068969727, 3.442418098449707, 3.565375804901123, 3.6604154109954834, 3.7610816955566406, 3.8524320125579834, 3.9549994468688965, 4.045735836029053, 4.125654697418213, 4.206855297088623, 4.301206588745117, 4.363613605499268, 4.434749126434326, 4.52303409576416, 4.5909624099731445, 4.656404972076416, 4.732599258422852, 4.798831462860107, 4.849393844604492, 4.892910957336426, 4.942212104797363, 4.993607521057129, 5.048042297363281, 5.109694480895996, 5.1439080238342285, 5.177520275115967, 5.21108865737915, 5.241126537322998, 5.2654008865356445, 5.293909072875977, 5.325636386871338, 5.354029178619385, 5.377732276916504, 5.384245872497559, 5.411324977874756, 5.432072162628174, 5.441409111022949, 5.458359241485596, 5.471327781677246, 5.4737935066223145, 5.479119300842285, 5.481168746948242, 5.48909854888916, 5.4925737380981445, 5.495222091674805, 5.490688800811768, 5.492729663848877, 5.486851215362549, 5.489972114562988, 5.486286163330078, 5.482527732849121, 5.481743335723877, 5.481090545654297, 5.479625225067139, 5.478346824645996, 5.476831912994385, 5.475602149963379, 5.474865436553955, 5.474200248718262, 5.4739460945129395, 5.473730564117432, 5.473694801330566]
