File size: 31,210 Bytes

5c1a026

epoch,lr,loss,iou,val_loss,val_iou,val_dice
0,0.001,2.421164079536689,0.6163450455329207,1.6778804501979658,0.7351109868060858,0.8225672878407791
1,0.001,1.594407426400756,0.7042104724481647,1.5849439908593599,0.7515804299629754,0.8333457433060717
2,0.001,1.4514221246270333,0.7220676447663023,1.3554192696983862,0.7684120907218356,0.8524256353933196
3,0.001,1.3154102554376912,0.7443722850342332,1.268636488235823,0.7726753930002922,0.8575768429427145
4,0.001,1.2397403224022745,0.7522322515999015,1.2704751557569103,0.7747292381161224,0.8584501773009297
5,0.001,1.1649214695518875,0.7616068522994887,1.389952970945304,0.7444532953169927,0.8406943842545953
6,0.001,1.1822121164831605,0.767141040412632,1.4894315287249513,0.7179778589139123,0.8194017270118764
7,0.001,1.124303876531971,0.7755619131760904,1.8109984743860688,0.6848131370022285,0.7918066969353297
8,0.001,1.1326201965801284,0.7699567361580899,1.2728910188716236,0.7724225652236487,0.8572736852403947
9,0.001,1.0759735154827479,0.7851152385717494,1.2486078592183272,0.7773096673801473,0.8622007323944915
10,0.001,1.0578100931606516,0.7823480767190641,1.178438586542512,0.777505441130067,0.8613102159389866
11,0.001,1.0302079405284004,0.7885218247609926,1.2865179292673226,0.7836234147382064,0.8601081656800343
12,0.001,1.0474628404114683,0.7838092955817806,1.3800872203958507,0.7523151954392551,0.8439573642140908
13,0.001,1.0207707574107108,0.7914060185039488,1.2282220770485035,0.7917813666644988,0.8672797310907653
14,0.001,0.9984578317700868,0.7980573905628917,1.2547398587264638,0.7748984710460846,0.8586757794052933
15,0.001,1.0353349593891699,0.786961393795525,1.2501402501717653,0.7731759350007982,0.85880379829678
16,0.001,0.996216034269788,0.7995968280995143,1.400363016836714,0.7671971962029942,0.8480174353220981
17,0.001,0.9781785399385373,0.7998522459135403,1.2050884511911928,0.77081923788949,0.8573075214365403
18,0.001,0.9668378163749315,0.804315555010754,1.3152151410790658,0.7713662672741411,0.8518039651226957
19,0.001,0.9597898351299169,0.8073116155999065,1.1909814456496204,0.7919098005307805,0.869761931599561
20,0.001,0.9705713627067881,0.8071241909762914,1.2317828945262301,0.7938664473949587,0.8709950195115311
21,0.001,0.9712209314708365,0.8060250985879357,1.3194695605094184,0.7473046060409273,0.8433263375922119
22,0.001,0.9707040241894768,0.7997142875204575,1.201795180743136,0.777405672926453,0.862743664658624
23,0.001,0.9505274724353535,0.8043119340612424,1.150598615666132,0.7965814853865129,0.8709677014996259
24,0.001,0.9193470791566916,0.8125479949424036,1.1377556377118176,0.7949828966908871,0.8724349224393781
25,0.001,0.9325696075708464,0.810826501751397,1.2423739045083817,0.7829662075425006,0.86450798488807
26,0.001,0.9158205537249908,0.8129328428586686,1.1447613071281426,0.7941991863257046,0.8723537040557018
27,0.001,0.9440848445588939,0.8062517706483054,1.207804743495613,0.7838952671048484,0.8599598906966336
28,0.001,0.9478789694994404,0.8078820738686913,1.154375661644015,0.7980736642491081,0.8713855862153391
29,0.001,0.938418677920122,0.8117347229812586,1.2629248770046058,0.7662459565903973,0.8533060128233849
30,0.001,0.8953900616596259,0.815586190624816,1.2848465757831784,0.7908887412293323,0.8662075763710205
31,0.001,0.9177479322363691,0.8137933738689035,1.452614074683573,0.7526673018567577,0.8413720304091231
32,0.001,0.9203877486328053,0.8129500178837511,1.1797342307976273,0.7838094918376789,0.8662665113265253
33,0.001,0.8835209865964483,0.8263558633484548,1.1819332579132353,0.7898184879707858,0.8667423122529503
34,0.001,0.8901535042523073,0.8254911832301512,1.2334763508400706,0.7724214329661879,0.8590690527673408
35,0.001,0.88066870732626,0.8246771056287957,1.2376514554835192,0.7963762181024464,0.8700238293084726
36,0.001,0.8990404832148223,0.8219842435944578,1.1472833830088671,0.799815707714781,0.873372605336162
37,0.001,0.90005035251221,0.8145932480543667,1.1719393936898743,0.802563008137513,0.8757680633291868
38,0.001,0.8788646307881538,0.8258876018074988,1.1846830651237823,0.7890417453120592,0.8682382199834635
39,0.001,0.8973505185998004,0.8155669305164078,1.091802815049149,0.8089778781493242,0.8810964218368702
40,0.001,0.8744633419010571,0.8249377385398463,1.1642132590681609,0.8018709034455036,0.8752585393259252
41,0.001,0.8699082141210772,0.8261674315507337,1.1202823877850971,0.8070458364403363,0.8791619974202124
42,0.001,0.9054072530878943,0.8156275162706159,1.0654540133690185,0.8107076809618048,0.8829695637215226
43,0.001,0.8575527453093867,0.8273187769120961,1.1897654879358734,0.8056020700142448,0.8782410847471342
44,0.001,0.9004584194999484,0.8141941150932137,1.2271577471701225,0.7892014958366876,0.8661689577266152
45,0.001,0.8871687850416149,0.8178868722115157,1.1482356082795575,0.800149708121791,0.8739599746487713
46,0.001,0.8590997347523274,0.8245413120896721,1.3022276066464953,0.7674990455624222,0.8545053952655842
47,0.001,0.8654391964065941,0.8294114465509533,1.123371653535431,0.8019715824763208,0.8764597384403259
48,0.001,0.8522464896563129,0.8299999953009217,1.1342772908766967,0.8015314535049707,0.8779021094634466
49,0.001,0.8481150595026835,0.8310229216462369,1.0978424000083515,0.8027490500356598,0.8769187140693046
50,0.001,0.8669060138098634,0.8254161657520166,1.1480367041497241,0.8004033002903482,0.8753346354031818
51,0.001,0.8452559356851265,0.8325053178580334,1.1848855712220516,0.7959932110393872,0.8676104340327377
52,0.001,0.8523139367680029,0.8260720055152501,1.2243596341387175,0.7928721920368994,0.8681171630943643
53,0.001,0.8565067519312319,0.8314079064683777,1.1987534314762838,0.7912628247600199,0.8693189720233719
54,0.001,0.8574279994246563,0.8264172611870573,1.2378028517238575,0.7907043346263897,0.8652245828840299
55,0.001,0.8693689068706266,0.8252086158853735,1.1540727945284384,0.800685124196738,0.8741657943930833
56,0.001,0.842793642147222,0.830181172443537,1.2521393472642297,0.7869269962945648,0.8634664432696524
57,0.001,0.8627004788384585,0.8271483342335604,1.1083298367586467,0.8063358703542547,0.8790452768751021
58,0.001,0.8376086783434402,0.8385433309444472,1.090107666752716,0.8081188047132771,0.8815717513443295
59,0.001,0.8434535161308621,0.8352171425230227,1.1329004565198528,0.804313491051235,0.8783341978594392
60,0.001,0.8449685679766431,0.828559373632083,1.125032419006866,0.802518570992403,0.8772915753497947
61,0.001,0.8313033381676497,0.8335090933446321,1.122216144834857,0.8035077560617756,0.8760771711563161
62,0.001,0.8340951426790223,0.8324727654469921,1.1406218093073015,0.8046893052549012,0.8770610394059214
63,0.001,0.8290930918140351,0.834878222143489,1.118257530900364,0.8068321710408584,0.8798389348528258
64,0.001,0.8280682007555997,0.8390801460976072,1.1052465036622074,0.8040776473498317,0.8788749050616487
65,0.001,0.827596263503725,0.8343512847942329,1.1145737808529694,0.8045249411671438,0.8794169924620188
66,0.001,0.8186076766992045,0.8372962767391994,1.1579449548764098,0.8026628228112831,0.8754188945498484
67,0.001,0.8354661831926566,0.8285284120945963,1.1432206067671575,0.7950824604247064,0.8715396373634869
68,0.001,0.8096181670024059,0.8373100244599252,1.078561889265876,0.8099078239646444,0.8820866732168272
69,0.001,0.805471269854306,0.8399184508083919,1.1282494016876905,0.8061501559153034,0.8771836022720223
70,0.001,0.8010596628532936,0.8408321959240111,1.2310907845708108,0.7997695634974208,0.8712368192570749
71,0.001,0.8205562446934042,0.8312936509692174,1.1215357118018783,0.8027766451895284,0.8780431869346337
72,0.001,0.8283820540376584,0.8363630885036606,1.0588769404272926,0.8119509287020888,0.8841444324565298
73,0.001,0.8057548147117598,0.8428694824108198,1.1409343544873272,0.8030032387739056,0.8781794262147564
74,0.001,0.7999400594454429,0.8471162297292406,1.1624256670106166,0.7937108342422794,0.870234662687665
75,0.001,0.8101947846114319,0.8395905511529633,1.1980795321783217,0.8016228922088292,0.8746119932681586
76,0.001,0.8131580672613005,0.8373810254719858,1.1202766078496629,0.8022733206818908,0.8789819013642124
77,0.001,0.8307061316731879,0.8339751086263263,1.087252279005871,0.8091167652066868,0.8820301268398113
78,0.001,0.8198578403205912,0.8362937617441949,1.0474105480468214,0.815224902496028,0.8853112356878959
79,0.001,0.8143490471364585,0.8383277181892129,1.1704522833633837,0.8022876933724844,0.8758275152744738
80,0.001,0.8078980912332949,0.8394411415635011,1.1368288081508167,0.7974700729740098,0.8749970665106951
81,0.001,0.7769931454926507,0.846033944300094,1.0881412660721506,0.8072827821509606,0.88079675101498
82,0.001,0.7967267253871687,0.8425359502723415,1.0492924051451507,0.8120900598631444,0.8837541084603235
83,0.001,0.7838870159894512,0.8440661469445597,1.0663663422190908,0.8124929099101779,0.8847233613761629
84,0.001,0.8102700846192693,0.8363560895482791,1.1605733132893497,0.8021732417354457,0.8757134015382705
85,0.001,0.7967841532930716,0.8397482930339066,1.2030701352338684,0.7934578057300737,0.8702048153600995
86,0.001,0.7897110416426512,0.8459516606819796,1.086483932552066,0.8119934789842588,0.8837312772803344
87,0.001,0.7994995654451,0.8421463021177579,1.0868319697346132,0.8102282729155005,0.8810135269880032
88,0.001,0.7793787700121122,0.8445430956232937,1.0672490831722719,0.8094169497804943,0.8832420073002029
89,0.001,0.7907188159916333,0.8424070052742589,1.0945446906002736,0.8052466999624291,0.8786471148325228
90,0.001,0.8009313062418051,0.8405811660631884,1.1052203226908304,0.8033007663442409,0.8792435173918877
91,0.001,0.7978075706061225,0.8414379856628954,1.0832026568010893,0.8101386132702572,0.8821201151959364
92,0.001,0.7953347539092678,0.8439746429928949,1.1812281222958672,0.7932639181916818,0.8710833176775348
93,0.001,0.7841127303726221,0.8466520950569603,1.054197285250567,0.8096595741277519,0.8810529911920443
94,0.001,0.7764934857602084,0.8435761479854597,1.0469843584785956,0.8104442489103276,0.8832490077900964
95,0.001,0.7741399302462378,0.8459383216883262,1.118501818379258,0.8007144115523724,0.8762510162488978
96,0.001,0.7828518487236533,0.844290459950052,1.1571435259267835,0.8010949404559302,0.875207227156529
97,0.001,0.7777969851094364,0.8479369580225699,1.0908442627232853,0.8014001964894537,0.8769481427834251
98,0.001,0.7718076647781744,0.847880178162638,1.133791977853173,0.8018238010624901,0.8772532399576866
99,0.001,0.7863903312389823,0.8441107998378765,1.0771923956120073,0.8056216733337508,0.880166950142366
100,0.001,0.7854102386017493,0.8442482756640928,1.090470678440415,0.8065258862008023,0.8801293102944379
101,0.001,0.7782151419057067,0.8461828076691719,1.0622420584653864,0.8121833138278184,0.8843547280298691
102,0.001,0.7797405794973971,0.8469961298159664,1.0817695154375073,0.8090261016402042,0.8811814131797187
103,0.001,0.7624297621141436,0.848333099222039,1.1082778376997402,0.8025876300961171,0.878315107421824
104,0.001,0.7720312938204752,0.8469959776675969,1.0338169633235672,0.8167316280150128,0.8869287649136127
105,0.001,0.765192553448399,0.8476984904479822,1.0901842833413642,0.8087851174304349,0.8823939324615734
106,0.001,0.7702323140167608,0.8505742822047311,1.0250561227192088,0.8156078363036513,0.8867509098224655
107,0.001,0.7687438304199268,0.8473126057452892,1.137479809158952,0.8019393169925336,0.8756873701985837
108,0.001,0.7604289335511775,0.8493110150660338,1.0973066979336856,0.8070338510452021,0.8789661814981589
109,0.001,0.7597291090329151,0.8508030369015834,1.1370086356591764,0.804230187328425,0.8789321721911091
110,0.001,0.7550895270967534,0.8516334584217191,1.046311847588951,0.8156706159477247,0.885843089276523
111,0.001,0.7585820083527145,0.8494145185391365,1.082111394622981,0.806976115824959,0.8806128782880976
112,0.001,0.760109894222571,0.8495831689649378,1.125693439386121,0.8083180852134905,0.8801356152097268
113,0.001,0.7763586158084971,0.8451657095765409,1.0806208384398481,0.8090924255327459,0.8805088776261526
114,0.001,0.7734963299740157,0.8453255278680554,1.0713108440141867,0.8118300955163819,0.8837272785838943
115,0.001,0.747531697517488,0.8532460025280347,1.0995271694984767,0.8067546283950056,0.8797486955767647
116,0.001,0.7435804729370651,0.8560836970000327,1.0243046259747284,0.8189406710435865,0.8885911758939049
117,0.001,0.743600047911465,0.8535822191239341,1.06455488927146,0.8079474052718705,0.8822197171932533
118,0.001,0.7463265266170683,0.8503754276400831,1.0610349087394995,0.8098141192739341,0.883822554733614
119,0.001,0.7518708502374044,0.8507618940105817,1.092141102593724,0.8039448626499273,0.8777109011862027
120,0.001,0.757955469483409,0.8522362915565563,1.0578344283754577,0.8118411847332324,0.8832192826243888
121,0.001,0.7458360091499661,0.854203664584859,1.0734524265263636,0.8061477181226475,0.8806864218593738
122,0.001,0.7660306325520083,0.8448000646031665,1.1369625083032515,0.8036254818289372,0.8763509714921265
123,0.001,0.7411621371610041,0.8538290608729993,1.0951569276207154,0.8104606389495754,0.8832967264329992
124,0.001,0.7404822497959481,0.8545569755474197,1.074477596651062,0.8108027185439685,0.88331339597167
125,0.001,0.7402380807907938,0.8525167231511793,1.0507172854930753,0.813152508712821,0.8847218934173107
126,0.001,0.7464006174027856,0.8510556430756712,1.1309299458297764,0.8073686577282737,0.8818034650277254
127,0.001,0.7421783186724431,0.8543842707186107,1.0803810836249355,0.81164836899387,0.8836165656288367
128,0.001,0.7348101700350942,0.8552247473470752,1.2206851444253237,0.7963421240736691,0.8720759876458213
129,0.001,0.7444304901936654,0.8500648129331754,1.106467428976799,0.8064373555555675,0.8797368472318063
130,0.001,0.7367705865224876,0.8553983968403766,1.0872572867365757,0.8098119304314861,0.8826203751694117
131,0.001,0.7297684799954848,0.8557174466842292,1.0684434738710966,0.8127399430695705,0.8845110343122758
132,0.001,0.7167990577119785,0.8636315254577307,1.0702156192890488,0.8117587740671233,0.8844716564569823
133,0.001,0.7357308641471134,0.8582643232088188,1.0744198114048726,0.8113094269380462,0.8831814141048941
134,0.001,0.730346634430951,0.8578779575741545,1.0735926304086305,0.8101947067894659,0.8834974915900549
135,0.001,0.7295727256373409,0.8568662689809249,1.0914906876733397,0.8066268844033951,0.8814662128321851
136,0.001,0.7336613403777429,0.8553414835951466,1.1012804180309914,0.8071170212722703,0.8807962502878991
137,0.001,0.7285949248397844,0.8569098124571192,1.0944954237467286,0.8050067235025141,0.8802663873716344
138,0.001,0.7202395161540739,0.8600527754469133,1.1685113348620069,0.7969954056354457,0.8745335167439963
139,0.001,0.7188014759112265,0.859810446307291,1.1466744144327274,0.7962004452436974,0.8741461758949941
140,0.001,0.7307024506470811,0.856722970786355,1.0847845757103498,0.8080742879817006,0.8808624942635828
141,0.001,0.733822074889631,0.8542102966028617,1.06359017492816,0.8124977386135774,0.8837713141140053
142,0.001,0.7224531595931958,0.8559973916794252,1.1329901044137112,0.799192327929919,0.8742625916409196
143,0.001,0.7135603046113841,0.8595797621903654,1.1315382860121455,0.8012169509745112,0.8779207809662667
144,0.001,0.7282577686699172,0.8555029717062974,1.1276237402517018,0.8041242452369588,0.879593390705214
145,0.001,0.7178923079975084,0.8581419651021315,1.1365502858257825,0.7981748042424347,0.8749898692696689
146,0.001,0.7222209999442479,0.8597922115688512,1.0766380825402713,0.8082573806894227,0.8814725059341982
147,0.001,0.7213590026281039,0.8607603195044249,1.1077817131460894,0.8074349662899226,0.8810430447431795
148,0.001,0.7192524638054606,0.8592235270183708,1.0775479722288575,0.8094110279546,0.883277799589815
149,0.001,0.7158119815025451,0.8575160547197231,1.0555756511627743,0.8114350170220889,0.8851350767567511
150,0.001,0.7181876548906652,0.8601733198710302,1.102676575837454,0.8061714872791031,0.8810991552159414
151,0.001,0.7166350532564101,0.861219394144,1.0968640298573393,0.8103874191354249,0.8823222898770792
152,0.001,0.7139441708807981,0.8614680622632673,1.0974432152539197,0.8049883408002686,0.8789931517705937
153,0.001,0.707327871408594,0.8615455184681671,1.1272454841043984,0.8054898188551303,0.8792511773864855
154,0.001,0.6979893129931275,0.864699720802603,1.1527810737970148,0.7969041928831436,0.8733636388899961
155,0.001,0.7277652960061268,0.8584872479092379,1.0711857937460785,0.8101758692499097,0.8820601570117629
156,0.001,0.7182081033291012,0.8602769420297841,1.0662165973151083,0.8110315084620908,0.884113881638951
157,0.001,0.7148095146216618,0.858365404391408,1.1635875577605006,0.7975507637175017,0.873904469644297
158,0.001,0.7142648487050611,0.8633389275510291,1.1334727056472018,0.7976977979426244,0.8754375805389535
159,0.001,0.716967232375231,0.8603329070145858,1.1499181402902496,0.7958357198445271,0.8730422399559565
160,0.001,0.6952173321775516,0.8649091013369606,1.0677068888182097,0.8121239279980594,0.8843876687574981
161,0.001,0.7020071599541641,0.8628202704273242,1.1381084648246813,0.802797486571997,0.8774063927302119
162,0.001,0.701413438024349,0.8639703325554359,1.1024507193245214,0.8104946667472376,0.8826085362240363
163,0.001,0.697020003171134,0.8633188912284455,1.0795785027675995,0.8081588891679712,0.8816868878553501
164,0.001,0.6994420590860846,0.8644880743748854,1.083090071096131,0.8074152374650693,0.8811060668683063
165,0.001,0.7007257935856711,0.8619580743216007,1.138796771941061,0.7979719450251236,0.875001446966512
166,0.001,0.7143780032877958,0.85664689206694,1.1143158923207532,0.80448229431334,0.8778487623476583
167,0.001,0.6910887260705011,0.863721299405692,1.101319363137873,0.8060623229213747,0.88034447670249
168,0.001,0.7032918190526305,0.8629939669552619,1.1607689193938628,0.7993607741399958,0.8746380723221846
169,0.001,0.690284822045303,0.8670291054162009,1.109012619878101,0.8024181561099274,0.8772037915985801
170,0.001,0.6967226438153207,0.8632922103391375,1.0538592351840275,0.8090231238115358,0.882182589151958
171,0.001,0.6827279719606058,0.8692617636359178,1.1175542469920203,0.8040623339113746,0.8782737392083221
172,0.001,0.7056163409418671,0.8625441912173512,1.1274443568643366,0.8038361854697532,0.8783199240867322
173,0.001,0.6964893803743137,0.8629199118719246,1.1190203377737267,0.7960470378044939,0.8747041658129792
174,0.001,0.6953211943772034,0.8656246151008566,1.096964488064151,0.8059424286985608,0.8799783851864926
175,0.001,0.6926239610097568,0.8628000879025974,1.1112717802793082,0.8065399690364646,0.880464261690465
176,0.001,0.6834802837412279,0.8681034872752755,1.142970268568485,0.8036901840650209,0.8778450740742975
177,0.001,0.6766368891502615,0.8707210418333614,1.1378425054694756,0.8052249861505972,0.8788511447498292
178,0.001,0.6867047777737185,0.8663262144748847,1.0738523451814261,0.8098113826754,0.8830405298769763
179,0.001,0.6782906672355352,0.8709647435858564,1.1150018302631555,0.8055002623328262,0.8793218715954871
180,0.001,0.6757461202359528,0.8712214889393004,1.0898889094628026,0.806605216295693,0.8812713300290134
181,0.001,0.6902188167276211,0.86578722968559,1.0799969079544638,0.8109851115704585,0.8834688556996458
182,0.001,0.6905121866491162,0.8645655382210092,1.103922693446131,0.805008048898892,0.8799238922429098
183,0.001,0.6832016188165416,0.8657728853094017,1.0983836560113596,0.8060049903861043,0.8803311676021403
184,0.001,0.6822765829201595,0.8680007693782006,1.1657751858566363,0.7994986744320794,0.8739183649315155
185,0.001,0.6782644151503562,0.8682088235425919,1.0535856563561032,0.8113176837500113,0.8844787342503951
186,0.001,0.693567934053953,0.866130424829017,1.09406720616366,0.8039351777358806,0.8794801615050125
187,0.001,0.6894219676674613,0.8658029859849764,1.093958479730357,0.8082949201278874,0.8814322839682033
188,0.001,0.6761237895501381,0.8658291140663172,1.0866939879142412,0.8087696016709667,0.8826622198594479
189,0.001,0.6738603467779473,0.8691407532851616,1.1280030550269207,0.8009329822617178,0.8767594988989559
190,0.001,0.6777787628254733,0.8688688839769505,1.1143835000509377,0.8094329499406484,0.8817114842093885
191,0.001,0.6712595269889872,0.8696824559940555,1.1291227231336998,0.8077076558553986,0.8806634625587536
192,0.001,0.674496804922029,0.8686928448803614,1.096991523639253,0.8075884282163842,0.880374113911961
193,0.001,0.6689373603049164,0.8702537169317663,1.1092448537007418,0.8083902850852887,0.8812771680779982
194,0.001,0.6774820959075005,0.8692741272574244,1.0808287149682494,0.807904747279478,0.8819439191764628
195,0.001,0.669185595130617,0.8704604988293093,1.1248821705801062,0.8065995028517807,0.8797728724241906
196,0.001,0.6796241202574393,0.8685027723627883,1.0815777859770426,0.8069952225433087,0.8817166946547813
197,0.001,0.6759885055894943,0.8701310981386847,1.0850802981433008,0.8097910422028805,0.8819060131598823
198,0.001,0.6665401408174257,0.8725640976018237,1.1287300055938783,0.8083116511779161,0.8813116208727633
199,0.001,0.6658655858874195,0.8712971083458221,1.095628134906292,0.8070908278113429,0.8810600563085788
200,0.001,0.6747670322814651,0.8666058141504447,1.1509098141168308,0.8007283585085029,0.8764281881295739
201,0.001,0.6611979864814248,0.8720238408914653,1.0986873312567424,0.8020525890694672,0.8782584736508263
202,0.001,0.6700487843500341,0.8693086048798171,1.1107681440650532,0.8024968617814021,0.8781117491679187
203,0.001,0.6665587829759746,0.8709629600657011,1.0868350887800207,0.8105350284923426,0.8830997620421973
204,0.001,0.6753014313454087,0.8706516726558281,1.114373181605398,0.8071542602148425,0.8805989892763794
205,0.001,0.6511996201973326,0.8746297973372751,1.0930846571774766,0.8106194673800039,0.8830560008558214
206,0.001,0.6572304052613825,0.8730160967362754,1.0787181488173727,0.8052649010945536,0.8804392090172325
207,0.001,0.6654085439184437,0.8695108459805109,1.1532943122236445,0.8020029483101743,0.8765863658394726
208,0.001,0.6700490686572369,0.8705611885012193,1.096582207791876,0.8084009437357992,0.8812577486610296
209,0.001,0.6470356858547773,0.8771505928127233,1.123349029035999,0.8054536857985718,0.8794890231579618
210,0.001,0.6571831560337151,0.8739494189430869,1.1125457091902446,0.8054560596214039,0.8799962631188496
211,0.001,0.6527008954060293,0.8713466172329537,1.0932633446363529,0.8065259345706196,0.8807863007340407
212,0.001,0.6587355169107147,0.8712444716232797,1.1416910003760072,0.8067606524998009,0.88024555325987
213,0.001,0.6591926583682493,0.8722943652163925,1.0821611986744522,0.8101591194777819,0.8823848395944693
214,0.001,0.6451478443115413,0.8718515655578445,1.1046956034912037,0.8076304344725201,0.8811687320195685
215,0.001,0.6628018797139221,0.8727013879485043,1.1095385933202682,0.8083007056123868,0.8817504701631803
216,0.001,0.6506091184985221,0.876436386046679,1.1073243310582814,0.8071475721514535,0.8813272042951105
217,0.001,0.6594857945169144,0.8722047406827549,1.0864699829443552,0.8083047015268506,0.8818505602428377
218,0.001,0.6588699844836683,0.8740349613458156,1.1030530050433804,0.8110822484665291,0.8829969061161258
219,0.001,0.6518053047730333,0.8720492685796148,1.112813995726923,0.8067531795217769,0.8805465799236083
220,0.001,0.6466203287070023,0.8742219392434797,1.106210965275912,0.806956548808149,0.8809488421253008
221,0.001,0.6501041339791339,0.8752383532816934,1.105002750910007,0.8054486701304729,0.880135777025551
222,0.001,0.6533942325623392,0.8750829214490775,1.1048263030145133,0.8088321014135458,0.8820185579493365
223,0.001,0.6384443756378595,0.877848064424694,1.1256887618784268,0.8065073747216869,0.8802036705695929
224,0.001,0.6507025299117775,0.8706078068519129,1.1097022705148942,0.8067307653644339,0.8806080406794283
225,0.001,0.6484385559124001,0.8747079334067399,1.1009229073983313,0.8081564290150063,0.8812555117342459
226,0.001,0.64934606712671,0.8751884454579079,1.1119056171046036,0.8082465854858181,0.8815601001151622
227,0.001,0.6425985676865562,0.8755466905918079,1.120804958229903,0.8058135801113429,0.8804052912014622
228,0.001,0.6420810892624921,0.8766414403697155,1.0834218349012703,0.8109669960362316,0.8834650490645519
229,0.001,0.6450207571588923,0.8772738640979003,1.1019699798694047,0.8073656264025257,0.8809330662629984
230,0.001,0.6383267804142779,0.8765234587312694,1.111625107374079,0.8048610274972617,0.8798718668339588
231,0.001,0.6398739040466785,0.8766704377003538,1.1382368733128994,0.8042615140883383,0.8785332625171135
232,0.001,0.6419833326516703,0.8744876634985468,1.126164335167349,0.8054387653449769,0.8796929336074647
233,0.001,0.6382009802289378,0.8759707956691218,1.1394763127854555,0.8045330308906506,0.8786192930163755
234,0.001,0.6341356058009482,0.8773488620081307,1.1248729394951669,0.8051277810854084,0.8797536055087477
235,0.001,0.6386859566763375,0.8769180383662355,1.126352317760339,0.8056213799228292,0.8799959110416824
236,0.001,0.6389627069203244,0.8779168942135182,1.1232595716114386,0.8058689395582719,0.8803982565625394
237,0.001,0.6385633707804999,0.8770571331382115,1.1076474394464846,0.810767572211961,0.8835133078008975
238,0.001,0.6372084409030093,0.8772354329042183,1.1412883523003299,0.806998906155635,0.8802726262830295
239,0.001,0.6436885403170944,0.8737757647981844,1.1158870245413024,0.8080077776736657,0.8816823482469739
240,0.001,0.6480511335274827,0.8747270617505654,1.1096851436956094,0.8080406633572706,0.8815718593775781
241,0.001,0.640068815786032,0.8770218112373549,1.1060778603953596,0.8080552237811935,0.8816743774588844
242,0.001,0.6236974251864444,0.8817164150734335,1.1057828903419546,0.8095366190756682,0.8825902299120105
243,0.001,0.6330266606264124,0.8780671882097235,1.107198039254192,0.8068293406915876,0.8808006592507875
244,0.001,0.6392516924872251,0.876908997682033,1.125948663911607,0.806107134250661,0.8803624399294864
245,0.001,0.6321517622862742,0.8780646032164101,1.1154414142786275,0.8042007033356969,0.8797555076336667
246,0.001,0.6375331041479161,0.8766404726323861,1.1166415201629152,0.8062658755834768,0.8807416241977787
247,0.001,0.6326392923154861,0.8806012176768478,1.0991887826435636,0.8098975030022673,0.882797715848471
248,0.001,0.6262454576987856,0.8787061086629807,1.1123861100635317,0.8078226098498358,0.8813831233498599
249,0.001,0.6371457313808632,0.8791229659116252,1.114659517026036,0.8064051831948557,0.8804608688162202
250,0.001,0.6352253891883195,0.876120950498918,1.115815665720418,0.8047391518284192,0.8793676402204451
251,0.001,0.6363852354653441,0.8747387625020883,1.1100603633993629,0.8058015094830561,0.88033721299632
252,0.001,0.6357323955250697,0.8754155117446147,1.1013170429828143,0.8075348420794438,0.8814527849594842
253,0.001,0.6323070622830477,0.8752882253027707,1.1083276762931358,0.8075632280572584,0.8812756679928893
254,0.001,0.6259859239056407,0.8806754729503317,1.1031803731797356,0.8074896509807805,0.8816013810270749
255,0.001,0.6266802733927996,0.8802181753684234,1.1188700202446762,0.8068884009287526,0.8806483364144178
256,0.001,0.6347247412702818,0.8777614454987528,1.103170316279082,0.8068728936814401,0.8810093250248826
257,0.001,0.6296077688577193,0.8801596354177783,1.125018158392741,0.8068745165745742,0.880811572005087
258,0.001,0.6302313282532758,0.8792186585800845,1.1018885518101478,0.8086250393425692,0.8821886054067555
259,0.001,0.6258267600993969,0.8780364044038027,1.1020513792881872,0.8097273349640834,0.8825847092023759
260,0.001,0.6209910143470967,0.8805143814348098,1.1077575928135084,0.806672310763349,0.8809379255070848
261,0.001,0.6267988091435438,0.8811038850938512,1.1205209309216773,0.8072037313449523,0.8810337195686038
262,0.001,0.6265081374541573,0.8785440370680788,1.1121205278847477,0.808243536265967,0.881737165672859
263,0.001,0.6291865104708666,0.879552201719584,1.1128685824241082,0.807014454016575,0.8811360105602386
264,0.001,0.6271207077252903,0.8810168441431111,1.1220874077649694,0.8046723253849885,0.8796590590534615
265,0.001,0.6201291284025158,0.8819793219609147,1.1146688006523222,0.8064974167499155,0.8808062770768583
266,0.001,0.6243212933820985,0.8793913172500871,1.1151537746928706,0.8073429654737142,0.8813143893037122
267,0.001,0.631345663444867,0.8761711863229038,1.1255329691131812,0.8065905122759893,0.8806354264385815
268,0.001,0.6227081837735019,0.8796398083151004,1.115415576513451,0.8079864630246559,0.8815694434672305
269,0.001,0.629724891858288,0.8787905546576241,1.1036693016159358,0.8080636253638847,0.8818036034431156
270,0.001,0.6245208517238419,0.879700255937239,1.1111727536167249,0.8083455781727142,0.8815716420041589
271,0.001,0.6231207357737317,0.8814851782964478,1.1086992924977648,0.8060647399120404,0.8806767209121776
272,0.001,0.6276899215272477,0.8788598883131299,1.1038680892843422,0.8080819849332822,0.881795885275529
273,0.001,0.6243031099517676,0.8805081883458588,1.11248832756635,0.8070679368461072,0.8809817385521396
274,0.001,0.6214110903117968,0.8819746357080722,1.121990587211924,0.8061592988892676,0.8804319286635952
275,0.001,0.6300659086140443,0.8790313778001454,1.1099175793662814,0.8076092954362938,0.8813156013233981
276,0.001,0.6230896267000969,0.8799651528102659,1.1068539457709188,0.8086171748788946,0.8818704056657026
277,0.001,0.6262479914334521,0.8790961873887705,1.1093848319078732,0.807350697968291,0.8811655464166971
278,0.001,0.6207839400366281,0.8816068776572424,1.1091093214616032,0.8070858568464159,0.8812046493912488
279,0.001,0.6333594505506255,0.8769787106109781,1.1070437712023165,0.8070655728813063,0.8811921067302714
280,0.001,0.624090481664065,0.8793950993818004,1.1069687321634576,0.8072753319833544,0.881386703152834
281,0.001,0.61657537470946,0.8814880691860182,1.1087668319555497,0.8071662129165654,0.8812877539516861
282,0.001,0.6169931568750521,0.8826477401654566,1.112978351994021,0.8083422098650849,0.8818795615237209
283,0.001,0.616894003505545,0.8814003297570013,1.1074081586655413,0.8087520529242097,0.8821750770474102
284,0.001,0.6193927281229014,0.8820252236766891,1.1298129649482447,0.8078244264147422,0.8814531941893298
285,0.001,0.6235886575814144,0.8815751475638457,1.1190755411171087,0.8079794403119079,0.8814287680195093
286,0.001,0.6271198035108196,0.8802848164801446,1.1206909136680683,0.8069459116911555,0.8808855305190346
287,0.001,0.6176693598766468,0.882856113336556,1.116437457926055,0.8068564950392746,0.881024394188173
288,0.001,0.6294046435603914,0.8797578931407992,1.1185326237637219,0.8072216221326836,0.8809943148060628
289,0.001,0.6163720211067483,0.8789222691155479,1.113177507876022,0.8072343184394781,0.8812163231641181
290,0.001,0.6262248131275683,0.8784866064027366,1.112747341136236,0.8073136682606149,0.8811986986424952
291,0.001,0.6249722928788477,0.8810919313166214,1.1134116404901933,0.8070979488082412,0.8810122167185691
292,0.001,0.6210127177698614,0.8822771185060669,1.1142673045581226,0.8072244700491713,0.8810642644946826
293,0.001,0.6217771487928777,0.8815731089300659,1.1156426652122546,0.8078308083201867,0.8814826263213701
294,0.001,0.6200793199043638,0.8814605450156264,1.1088830218235455,0.8076991433801151,0.881457460956557
295,0.001,0.615808857966329,0.8830084741284562,1.109691434254003,0.8079648468058235,0.8816189507443751
296,0.001,0.623822764336494,0.8819240360908145,1.1085458608657712,0.8079045856140397,0.8816219057028182
297,0.001,0.623226203190307,0.8780577668157918,1.1082525563675283,0.8086371056640062,0.8820043467674116
298,0.001,0.6225408770752358,0.8829117405591564,1.1113979803158505,0.8074618388677015,0.881332910542251
299,0.001,0.6151588013670225,0.8820514532465357,1.1118346485908668,0.8079231348402984,0.8816401120286791