Upload folder using huggingface_hub

outputs/poc/m09a_pretrain_2X_encoder/loss_log.csv

@@ -0,0 +1,145 @@
+step,epoch,loss_jepa,loss_drift,loss_total,lr,grad_norm,throughput,val_loss
+0,0,0.483752,0.000000,0.853119,6.25e-06,2.0556,0.03,
+1,0,0.491592,0.000000,0.855734,1.25e-05,3.1725,0.03,
+2,0,0.482279,0.000000,0.908938,1.88e-05,0.7284,0.03,
+3,0,0.481345,0.000000,0.816218,2.50e-05,0.7901,0.03,
+4,0,0.487144,0.000000,0.842588,3.13e-05,0.4185,0.03,
+5,0,0.490396,0.000000,0.841360,3.75e-05,1.1215,0.03,
+6,0,0.486824,0.000000,0.863245,4.37e-05,0.3510,0.03,
+7,0,0.476524,0.000000,0.866316,5.00e-05,0.3884,0.03,
+8,0,0.471195,0.000000,0.872047,5.63e-05,0.6866,0.03,
+9,0,0.474688,0.000000,0.854176,6.25e-05,0.3175,0.03,
+10,0,0.476798,0.000000,0.837734,6.88e-05,0.3515,0.03,
+11,0,0.488528,0.000000,0.843677,7.50e-05,0.5681,0.03,
+12,0,0.483708,0.000000,0.828712,8.13e-05,0.2150,0.03,
+13,0,0.482845,0.000000,0.792737,8.75e-05,0.2163,0.03,
+14,0,0.483223,0.000000,0.810157,9.38e-05,0.7354,0.03,
+15,0,0.481016,0.000000,0.842428,1.00e-04,0.1747,0.03,
+16,0,0.482281,0.000000,0.806802,1.00e-04,0.1776,0.03,
+16,0,,,,,,,0.477118
+17,0,0.481220,0.000000,0.818750,9.99e-05,0.1682,0.00,
+18,0,0.474817,0.000000,0.857528,9.98e-05,0.1982,0.03,
+19,0,0.471195,0.000000,0.819800,9.97e-05,0.2547,0.03,
+20,0,0.470602,0.000000,0.837703,9.96e-05,0.1788,0.03,
+21,0,0.480471,0.000000,0.827970,9.94e-05,0.1743,0.03,
+22,0,0.484679,0.000000,0.775821,9.92e-05,0.1677,0.03,
+23,0,0.469136,0.000000,0.802078,9.89e-05,0.2124,0.03,
+24,0,0.474248,0.000000,0.850870,9.86e-05,0.1637,0.03,
+25,0,0.464294,0.000000,0.833461,9.83e-05,0.1842,0.04,
+26,0,0.476840,0.000000,0.785092,9.79e-05,0.1876,0.03,
+27,0,0.481188,0.000000,0.793224,9.76e-05,0.1795,0.03,
+28,0,0.485540,0.000000,0.824503,9.71e-05,0.1577,0.04,
+29,0,0.479630,0.000000,0.791567,9.67e-05,0.1462,0.04,
+30,0,0.467960,0.000000,0.813403,9.62e-05,0.1920,0.03,
+31,0,0.476419,0.000000,0.791754,9.57e-05,0.3088,0.04,
+32,0,0.481082,0.000000,0.794479,9.51e-05,0.1741,0.04,
+33,0,0.478764,0.000000,0.763260,9.46e-05,0.1381,0.04,
+33,0,,,,,,,0.472623
+34,1,0.476088,0.000000,0.792796,9.39e-05,0.2399,0.00,
+35,1,0.476577,0.000000,0.816767,9.33e-05,0.1959,0.03,
+36,1,0.474433,0.000000,0.875962,9.26e-05,0.2018,0.03,
+37,1,0.476328,0.000000,0.851457,9.19e-05,0.1665,0.03,
+38,1,0.482800,0.000000,0.846444,9.12e-05,0.1712,0.03,
+39,1,0.476903,0.000000,0.844499,9.05e-05,0.2080,0.03,
+40,1,0.478424,0.000000,0.794639,8.97e-05,0.1751,0.03,
+41,1,0.471744,0.000000,0.795291,8.89e-05,0.1615,0.03,
+42,1,0.469472,0.000000,0.786721,8.80e-05,0.2148,0.03,
+43,1,0.492527,0.000000,0.828847,8.72e-05,0.2491,0.03,
+44,1,0.469686,0.000000,0.825324,8.63e-05,0.3068,0.03,
+45,1,0.481008,0.000000,0.759576,8.54e-05,0.1840,0.03,
+46,1,0.483181,0.000000,0.786471,8.44e-05,0.1344,0.03,
+47,1,0.472478,0.000000,0.778674,8.35e-05,0.1556,0.03,
+48,1,0.477211,0.000000,0.750563,8.25e-05,0.1553,0.03,
+49,1,0.477113,0.000000,0.743697,8.15e-05,0.1242,0.03,
+50,1,0.471296,0.000000,0.770990,8.04e-05,0.1647,0.03,
+50,1,,,,,,,0.475371
+51,1,0.462699,0.000000,0.801814,7.94e-05,0.1847,0.00,
+52,1,0.478944,0.000000,0.815385,7.83e-05,0.2020,0.03,
+53,1,0.472035,0.000000,0.809439,7.72e-05,0.2094,0.03,
+54,1,0.483017,0.000000,0.766618,7.61e-05,0.1585,0.03,
+55,1,0.471837,0.000000,0.778382,7.50e-05,0.1720,0.03,
+56,1,0.463281,0.000000,0.763037,7.39e-05,0.2458,0.03,
+57,1,0.469116,0.000000,0.748065,7.27e-05,0.1372,0.03,
+58,1,0.472248,0.000000,0.768551,7.15e-05,0.1474,0.03,
+59,1,0.454449,0.000000,0.733029,7.03e-05,0.1635,0.03,
+60,1,0.462063,0.000000,0.746394,6.91e-05,0.1359,0.03,
+61,1,0.464232,0.000000,0.799374,6.79e-05,0.1466,0.03,
+62,1,0.474876,0.000000,0.731313,6.67e-05,0.1406,0.03,
+63,1,0.476622,0.000000,0.758645,6.55e-05,0.1280,0.03,
+64,1,0.458176,0.000000,0.714989,6.42e-05,0.1559,0.03,
+65,1,0.469882,0.000000,0.760442,6.29e-05,0.1219,0.03,
+66,1,0.464565,0.000000,0.750370,6.17e-05,0.1443,0.03,
+67,1,0.474011,0.000000,0.725029,6.04e-05,0.1835,0.03,
+67,1,,,,,,,0.469588
+68,2,0.483172,0.000000,0.757417,5.91e-05,0.1591,0.00,
+69,2,0.486189,0.000000,0.687747,5.78e-05,0.3418,0.08,
+70,2,0.464079,0.000000,0.765336,5.65e-05,0.2593,0.04,
+71,2,0.469976,0.000000,0.770793,5.52e-05,0.1407,0.03,
+72,2,0.462010,0.000000,0.724839,5.39e-05,0.1223,0.03,
+73,2,0.476252,0.000000,0.739678,5.26e-05,0.1607,0.03,
+74,2,0.468968,0.000000,0.753826,5.13e-05,0.1895,0.03,
+75,2,0.462581,0.000000,0.727178,5.00e-05,0.2755,0.03,
+76,2,0.466709,0.000000,0.677761,4.87e-05,0.1153,0.03,
+77,2,0.469054,0.000000,0.753637,4.74e-05,0.1814,0.03,
+78,2,0.471785,0.000000,0.734295,4.61e-05,0.1565,0.04,
+79,2,0.468721,0.000000,0.735570,4.48e-05,0.1507,0.03,
+80,2,0.464091,0.000000,0.729969,4.35e-05,0.1571,0.03,
+81,2,0.473757,0.000000,0.717164,4.22e-05,0.1400,0.03,
+82,2,0.469753,0.000000,0.772505,4.09e-05,0.1824,0.03,
+83,2,0.471007,0.000000,0.728365,3.96e-05,0.1315,0.03,
+84,2,0.471509,0.000000,0.733085,3.83e-05,0.1613,0.03,
+84,2,,,,,,,0.468086
+85,2,0.466669,0.000000,0.734124,3.71e-05,0.1488,0.00,
+86,2,0.470152,0.000000,0.751173,3.58e-05,0.1957,0.03,
+87,2,0.461705,0.000000,0.698492,3.45e-05,0.2734,0.03,
+88,2,0.458414,0.000000,0.726606,3.33e-05,0.1057,0.03,
+89,2,0.473096,0.000000,0.694739,3.21e-05,0.1191,0.03,
+90,2,0.476748,0.000000,0.695124,3.09e-05,0.1281,0.03,
+91,2,0.460967,0.000000,0.712416,2.97e-05,0.2044,0.03,
+92,2,0.464483,0.000000,0.710975,2.85e-05,0.1708,0.03,
+93,2,0.461183,0.000000,0.778388,2.73e-05,0.1747,0.03,
+94,2,0.459834,0.000000,0.717386,2.61e-05,0.1616,0.03,
+95,2,0.465904,0.000000,0.744251,2.50e-05,0.1495,0.03,
+96,2,0.466663,0.000000,0.700452,2.39e-05,0.1211,0.03,
+97,2,0.461577,0.000000,0.668865,2.28e-05,0.1034,0.03,
+98,2,0.469012,0.000000,0.718255,2.17e-05,0.1230,0.03,
+99,2,0.457382,0.000000,0.698429,2.06e-05,0.1328,0.03,
+100,2,0.460100,0.000000,0.708931,1.96e-05,0.1093,0.03,
+101,2,0.471719,0.000000,0.716020,1.85e-05,0.1539,0.04,
+101,2,,,,,,,0.468471
+102,3,0.465987,0.000000,0.698778,1.75e-05,0.1429,0.00,
+103,3,0.476093,0.000000,0.720340,1.65e-05,0.1417,0.03,
+104,3,0.469273,0.000000,0.644016,1.56e-05,0.1873,0.08,
+105,3,0.481915,0.000000,0.707402,1.46e-05,0.1247,0.05,
+106,3,0.467582,0.000000,0.687155,1.37e-05,0.1194,0.03,
+107,3,0.461451,0.000000,0.691474,1.28e-05,0.1538,0.03,
+108,3,0.477741,0.000000,0.706120,1.20e-05,0.1172,0.03,
+109,3,0.469652,0.000000,0.729800,1.11e-05,0.1341,0.03,
+110,3,0.474582,0.000000,0.681364,1.03e-05,0.1339,0.03,
+111,3,0.463575,0.000000,0.664214,1.00e-05,0.1272,0.03,
+112,3,0.456913,0.000000,0.661275,1.00e-05,0.1168,0.03,
+113,3,0.470727,0.000000,0.691041,1.00e-05,0.1280,0.03,
+114,3,0.461342,0.000000,0.673626,1.00e-05,0.1255,0.03,
+115,3,0.473468,0.000000,0.697298,1.00e-05,0.1704,0.03,
+116,3,0.468144,0.000000,0.701925,1.00e-05,0.1258,0.03,
+117,3,0.463340,0.000000,0.673237,1.00e-05,0.1467,0.03,
+118,3,0.468899,0.000000,0.672077,1.00e-05,0.2311,0.03,
+118,3,,,,,,,0.463085
+119,3,0.469341,0.000000,0.680855,1.00e-05,0.1920,0.00,
+120,3,0.462341,0.000000,0.676270,1.00e-05,0.1577,0.03,
+121,3,0.460949,0.000000,0.678385,1.00e-05,0.1650,0.03,
+122,3,0.460719,0.000000,0.703907,1.00e-05,0.2116,0.03,
+123,3,0.456549,0.000000,0.644926,1.00e-05,0.1197,0.03,
+124,3,0.461935,0.000000,0.688533,1.00e-05,0.1744,0.03,
+125,3,0.457604,0.000000,0.656677,1.00e-05,0.1121,0.03,
+126,3,0.463262,0.000000,0.688291,1.00e-05,0.1531,0.03,
+127,3,0.452379,0.000000,0.642939,1.00e-05,0.1235,0.03,
+128,3,0.458662,0.000000,0.681356,1.00e-05,0.1352,0.03,
+129,3,0.456332,0.000000,0.691912,1.00e-05,0.1453,0.03,
+130,3,0.455658,0.000000,0.686867,1.00e-05,0.1757,0.03,
+131,3,0.455488,0.000000,0.705981,1.00e-05,0.1077,0.03,
+132,3,0.455157,0.000000,0.664774,1.00e-05,0.1261,0.03,
+133,3,0.473748,0.000000,0.704553,1.00e-05,0.1314,0.03,
+134,3,0.462821,0.000000,0.667455,1.00e-05,0.1003,0.03,
+135,3,0.457014,0.000000,0.694909,1.00e-05,0.1708,0.03,
+135,3,,,,,,,0.465122

outputs/poc/m09a_pretrain_2X_encoder/m09a_block_drift_history.json

@@ -0,0 +1,434 @@
+[
+  {
+    "step": 16,
+    "rel_l2_per_block": [
+      0.0012458726498823772,
+      0.0011706589771099437,
+      0.0011107011173539488,
+      0.0010581157850914518,
+      0.0010148708851342475,
+      0.0009156556294348328,
+      0.0009459327562938855,
+      0.0009041557635113511,
+      0.0009359024122803028,
+      0.0009798098853995938,
+      0.000977895117102701,
+      0.001028209722595837,
+      0.0009668237436416116,
+      0.0008738847476119864,
+      0.0009033629180426319,
+      0.0009516816995349602,
+      0.00090939293045527,
+      0.0007895827943476662,
+      0.0008062820658466277,
+      0.0007068220249666369,
+      0.0028155787178036525,
+      0.002864617132426575,
+      0.0028768535106519465,
+      0.0028583070055307152,
+      0.0025664035836870133,
+      0.0025752601532404713,
+      0.0027333751262992273,
+      0.0027608499427394834,
+      0.0027419852353719517,
+      0.0028269775872822537,
+      0.0027989802259614604,
+      0.00276797523117535,
+      0.002794619073187159,
+      0.0028665550633736204,
+      0.002872612612597074,
+      0.0028306627982278153,
+      0.0028556331330253093,
+      0.0027832826340651244,
+      0.002564086992631965,
+      0.0025468140968934127,
+      0.0024879852600293902,
+      0.0024190345328023223,
+      0.002404717570782904,
+      0.0024845228468621666,
+      0.0024410011888547647,
+      0.0025756554465467827,
+      0.002834851606764669,
+      0.002611480851964082
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 33,
+    "rel_l2_per_block": [
+      0.0032522318104439385,
+      0.0027619753666953614,
+      0.002396766292798101,
+      0.0021144624756904164,
+      0.002291448594829521,
+      0.0019613940445653484,
+      0.002002684620776731,
+      0.001987596239727718,
+      0.0022152942488561475,
+      0.002153460283979041,
+      0.0022571933038363864,
+      0.002551040525665228,
+      0.002418652663838641,
+      0.002051580935129733,
+      0.0019534282847718664,
+      0.002018747135244241,
+      0.0018743277844483488,
+      0.0016005206846147156,
+      0.001630781700372161,
+      0.0013636515547812533,
+      0.005430855830028134,
+      0.005524838731433077,
+      0.005541050343998235,
+      0.005379215227101244,
+      0.004880080873077221,
+      0.0048839953328349206,
+      0.0050603872227848274,
+      0.005138958453676361,
+      0.004928021099114664,
+      0.00501239215930949,
+      0.0049297879142863625,
+      0.004933348460781527,
+      0.00487730484691306,
+      0.005032874767564667,
+      0.004952651578139546,
+      0.00491498325565994,
+      0.004891670370570613,
+      0.004753193421771727,
+      0.004401106966622959,
+      0.004296137171820612,
+      0.004262335113696458,
+      0.004194983458208852,
+      0.004193178825394245,
+      0.004467050076159632,
+      0.004343560835190355,
+      0.00457937368663483,
+      0.005058997831729017,
+      0.0048375915581246156
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 50,
+    "rel_l2_per_block": [
+      0.005648893582959394,
+      0.0049403574207059165,
+      0.0038802811534161,
+      0.0030545742239521238,
+      0.003064339621336227,
+      0.0027170070041454826,
+      0.0024957034213726596,
+      0.0025585270962190858,
+      0.00267935565408622,
+      0.0027413442840323043,
+      0.003020735407419522,
+      0.00369048984970945,
+      0.003463094869540993,
+      0.0028145070346004236,
+      0.002581886266129489,
+      0.002490797583964995,
+      0.0023703975286929117,
+      0.002120676305176082,
+      0.0021691071749739012,
+      0.0017769154340009198,
+      0.007026976487295677,
+      0.007085327453790123,
+      0.007136549887460462,
+      0.00699611720431486,
+      0.006252944432544739,
+      0.006205394641031936,
+      0.006348436070107035,
+      0.006492731167949658,
+      0.00617990686499862,
+      0.006216131100960594,
+      0.0062158716922190585,
+      0.006224316310303038,
+      0.006197865609881525,
+      0.006348557610512357,
+      0.006148928695191721,
+      0.0059841496575100085,
+      0.005982261838175682,
+      0.005816317178011471,
+      0.005335585277684219,
+      0.005116914063492313,
+      0.005113823711717941,
+      0.005012752468515262,
+      0.005048696897220483,
+      0.0054421724084177696,
+      0.005229552414090683,
+      0.005461039338173004,
+      0.006078213014267708,
+      0.005918641202041893
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 67,
+    "rel_l2_per_block": [
+      0.007875071910846321,
+      0.006245923538475587,
+      0.004569803992871892,
+      0.003868763627291364,
+      0.0038229771007843444,
+      0.0033943576113308477,
+      0.002961081375684681,
+      0.003091970528653888,
+      0.003161440024288619,
+      0.003293793389972951,
+      0.0036172554688533014,
+      0.004436454906511264,
+      0.004007718850551307,
+      0.0033669611622202038,
+      0.0030892075458100973,
+      0.0030427169371506253,
+      0.0028728313548623385,
+      0.0026024982471909764,
+      0.0026835477351001037,
+      0.002165626899064524,
+      0.008064370741215613,
+      0.008115028766920156,
+      0.008158380377762111,
+      0.008146790396604856,
+      0.007152603069740671,
+      0.007034712471768294,
+      0.0071370252001392125,
+      0.007297259266755823,
+      0.006959233944006943,
+      0.0070423135661596544,
+      0.006935564849017954,
+      0.006966417042222352,
+      0.006893423230080219,
+      0.007034803736672788,
+      0.00685156900804021,
+      0.006612315661865814,
+      0.006589513281092491,
+      0.00637605917661651,
+      0.005916742613460668,
+      0.005683225075273322,
+      0.005637910342620778,
+      0.005520856188225245,
+      0.0055813634337630175,
+      0.0060939768070407485,
+      0.005745029409610696,
+      0.005980638722991073,
+      0.00663452065197223,
+      0.00656337371694017
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 84,
+    "rel_l2_per_block": [
+      0.008713186022041589,
+      0.006841330136800483,
+      0.004990200485027526,
+      0.00422458615095666,
+      0.003996169805276476,
+      0.0035860042689167056,
+      0.0031151488131531215,
+      0.0033362248890166832,
+      0.0034441987657578815,
+      0.003425142867205561,
+      0.0038069587429058276,
+      0.004535032495340779,
+      0.00404036374828298,
+      0.0033713437156180546,
+      0.0031159946682859916,
+      0.0029976774673193076,
+      0.003011680427801778,
+      0.0027124503814500655,
+      0.0027999751242022302,
+      0.002317241754226469,
+      0.008565246289831033,
+      0.008611227518748843,
+      0.008616985712122356,
+      0.008598943869277753,
+      0.00752622093372625,
+      0.0074039252149857805,
+      0.007601614610874773,
+      0.007692632890218535,
+      0.007253997345816912,
+      0.007352693421432061,
+      0.007319354340551328,
+      0.007271704772245198,
+      0.007220946866589785,
+      0.007312035958071401,
+      0.007180659802943429,
+      0.0069351757821915,
+      0.006916472887677238,
+      0.0067646094587698186,
+      0.0062621365419888025,
+      0.00605647839534904,
+      0.005960830805253988,
+      0.005831862361516561,
+      0.005844221837536718,
+      0.006370132112244144,
+      0.006062683390219631,
+      0.006318564411858396,
+      0.00703176031027827,
+      0.006968320889956969
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 101,
+    "rel_l2_per_block": [
+      0.009212296952563937,
+      0.00724501346859395,
+      0.0052323964983929565,
+      0.004523154846345773,
+      0.004271727693193314,
+      0.003814624999231591,
+      0.0032640614451314304,
+      0.0035174947295700935,
+      0.003579151444534084,
+      0.0036119673194858898,
+      0.004009572373713739,
+      0.0047167517611049065,
+      0.004155227023787078,
+      0.0035072057677752364,
+      0.003244160062178446,
+      0.0030374782176570687,
+      0.003123521962670387,
+      0.0028042408188956682,
+      0.0029050982585282826,
+      0.0023205344819658045,
+      0.008732896897073824,
+      0.008768873969970706,
+      0.008791094150851598,
+      0.008759280739464,
+      0.007584206382142322,
+      0.007489706613102312,
+      0.007674696036916246,
+      0.007751722597000992,
+      0.007359286907668984,
+      0.007455785359138666,
+      0.007441197546269446,
+      0.00740434257482431,
+      0.007354448323885986,
+      0.007465954897523645,
+      0.007314252663694059,
+      0.007048383178913729,
+      0.007026651914908613,
+      0.006902357799943627,
+      0.006358173033163598,
+      0.006189499244578153,
+      0.006112807311084691,
+      0.005985800133858487,
+      0.0059870144306281145,
+      0.006546338752972294,
+      0.006207773516839983,
+      0.006441151500937089,
+      0.007155095002337609,
+      0.007140332674571647
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 118,
+    "rel_l2_per_block": [
+      0.009298223006616086,
+      0.0072625238695461745,
+      0.005286883071834963,
+      0.004583620449421205,
+      0.004308686949287133,
+      0.0038225225115654433,
+      0.003328514386144583,
+      0.0035572878530759342,
+      0.003613986611828195,
+      0.003668586570480381,
+      0.004066619851325095,
+      0.004750289410382695,
+      0.004157344661072883,
+      0.0034850937225372153,
+      0.003260323683872479,
+      0.0030419223162887654,
+      0.0031246869403446266,
+      0.002818230888246488,
+      0.002912421045538446,
+      0.00234426676040092,
+      0.008786947842003076,
+      0.008790384888878658,
+      0.00881283865781973,
+      0.008787678901445902,
+      0.007607387534338862,
+      0.007518293897844581,
+      0.007721020260411662,
+      0.007805313469694213,
+      0.007401121307146073,
+      0.007503815114964121,
+      0.007508098724201926,
+      0.007476255839123717,
+      0.0074326664446455705,
+      0.007546004856511469,
+      0.007403755571832658,
+      0.007131317434689165,
+      0.007121748043589264,
+      0.006986029383572303,
+      0.0064458252762398605,
+      0.006287829594780678,
+      0.006215781443667961,
+      0.00609519743516176,
+      0.006083911527964226,
+      0.006637673283410795,
+      0.0063114864825092815,
+      0.00654322081264693,
+      0.007266510825553525,
+      0.007270682402868568
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 135,
+    "rel_l2_per_block": [
+      0.009257066601717203,
+      0.007236703248437792,
+      0.005287499824305535,
+      0.004594469028467636,
+      0.00430245943287699,
+      0.0038268487477310016,
+      0.0033465820122013505,
+      0.003572252251405239,
+      0.0036241364932478675,
+      0.0036845629472602565,
+      0.004059652696827749,
+      0.0046837735744722974,
+      0.004118467328637444,
+      0.00346039693466565,
+      0.003255707225735553,
+      0.0030298751386248317,
+      0.003129874401016938,
+      0.0028230280465797158,
+      0.0029193356947981954,
+      0.0023566414616286425,
+      0.00884316858246456,
+      0.008825076472973875,
+      0.008866279355424118,
+      0.008850018319820858,
+      0.007644796850510609,
+      0.007565916792245751,
+      0.007773408438088384,
+      0.007835869229425814,
+      0.007431992136061198,
+      0.00754132352119909,
+      0.007555673203300157,
+      0.00753262019776441,
+      0.007482245109239467,
+      0.0075972256396917735,
+      0.007459225964562868,
+      0.007178858384228802,
+      0.00716243339757843,
+      0.007033499006045962,
+      0.006477034721219123,
+      0.006323247661803811,
+      0.006260488946184535,
+      0.006135665476186529,
+      0.006128710230177906,
+      0.006676649798721643,
+      0.006341816472888403,
+      0.0065725266068805245,
+      0.007298641733503653,
+      0.00732660609783687
+    ],
+    "freeze_below": 20
+  }
+]

outputs/poc/m09a_pretrain_2X_encoder/m09a_ckpt_best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42b226d7b244eb2415b4672c0aa4d6623fd943cecfa0f7261c788e6b9f0c7b91
+size 14989782533

outputs/poc/m09a_pretrain_2X_encoder/motion_aux_head.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db302de0663bfc22dea3dd4db3531af1161fdc45d11240f03e147a72f566f9c2
+size 1749573

outputs/poc/m09a_pretrain_2X_encoder/student_encoder.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7f06d3c18a8205a6a47d8e9ec3e0985f4425a4bfbb34478f6d4679417b4f369
+size 7375968835

outputs/poc/m09a_pretrain_2X_encoder/training_summary.json

@@ -0,0 +1,14 @@
+{
+  "steps": 136,
+  "epochs": 4.0,
+  "clips_seen": 4352,
+  "final_jepa_loss": 0.457013588398695,
+  "final_drift_loss": 0.0,
+  "final_total_loss": 0.6949090771377087,
+  "best_probe_top1": 0.375,
+  "best_val_loss": -1.0,
+  "final_lr": 1e-05,
+  "final_grad_norm": 0.1708206832408905,
+  "lambda_reg": 0.0,
+  "batch_size": 32
+}

outputs/poc/m09a_pretrain_encoder/loss_log.csv

@@ -0,0 +1,73 @@
+step,epoch,loss_jepa,loss_drift,loss_total,lr,grad_norm,throughput,val_loss
+0,0,0.487438,0.000000,0.885697,1.25e-05,2.5845,0.03,
+1,0,0.489372,0.000000,0.823798,2.50e-05,2.2681,0.03,
+2,0,0.486811,0.000000,0.846697,3.75e-05,1.7332,0.03,
+3,0,0.478802,0.000000,0.807378,5.00e-05,0.4672,0.03,
+4,0,0.477875,0.000000,0.860057,6.25e-05,0.5669,0.03,
+5,0,0.488311,0.000000,0.897571,7.50e-05,0.6416,0.03,
+6,0,0.488399,0.000000,0.827761,8.75e-05,0.6332,0.03,
+7,0,0.473177,0.000000,0.826653,1.00e-04,0.3935,0.03,
+8,0,0.492342,0.000000,0.795391,9.99e-05,0.7996,0.03,
+9,0,0.483532,0.000000,0.827681,9.97e-05,0.2624,0.03,
+10,0,0.469608,0.000000,0.837158,9.94e-05,0.1847,0.03,
+11,0,0.485659,0.000000,0.799530,9.89e-05,0.2665,0.03,
+12,0,0.482511,0.000000,0.809175,9.83e-05,0.1972,0.03,
+13,0,0.482542,0.000000,0.805741,9.76e-05,0.2237,0.03,
+14,0,0.477960,0.000000,0.869922,9.67e-05,0.1946,0.03,
+15,0,0.478643,0.000000,0.823624,9.57e-05,0.1843,0.03,
+16,0,0.488335,0.000000,0.832359,9.46e-05,0.1896,0.03,
+16,0,,,,,,,0.474457
+17,0,0.475752,0.000000,0.849221,9.33e-05,0.1547,0.00,
+18,0,0.473981,0.000000,0.840272,9.19e-05,0.1553,0.03,
+19,0,0.474114,0.000000,0.797938,9.05e-05,0.1852,0.03,
+20,0,0.479454,0.000000,0.834531,8.89e-05,0.1722,0.03,
+21,0,0.480842,0.000000,0.842923,8.72e-05,0.1652,0.03,
+22,0,0.473789,0.000000,0.773735,8.54e-05,0.1792,0.03,
+23,0,0.476910,0.000000,0.851820,8.35e-05,0.1445,0.03,
+24,0,0.457973,0.000000,0.824693,8.15e-05,0.1486,0.03,
+25,0,0.461284,0.000000,0.782419,7.94e-05,0.1966,0.03,
+26,0,0.455349,0.000000,0.905841,7.72e-05,0.1992,0.03,
+27,0,0.467963,0.000000,0.794933,7.50e-05,0.1409,0.03,
+28,0,0.487208,0.000000,0.813638,7.27e-05,0.1573,0.03,
+29,0,0.467984,0.000000,0.758670,7.03e-05,0.1280,0.03,
+30,0,0.467073,0.000000,0.793482,6.79e-05,0.1458,0.03,
+31,0,0.470656,0.000000,0.794680,6.55e-05,0.1443,0.03,
+32,0,0.477396,0.000000,0.775345,6.29e-05,0.1733,0.03,
+33,0,0.475443,0.000000,0.760765,6.04e-05,0.1716,0.03,
+33,0,,,,,,,0.475596
+34,1,0.474226,0.000000,0.803246,5.78e-05,0.2488,0.00,
+35,1,0.475105,0.000000,0.873235,5.52e-05,0.1698,0.04,
+36,1,0.471145,0.000000,0.859690,5.26e-05,0.1941,0.03,
+37,1,0.469999,0.000000,0.859361,5.00e-05,0.2205,0.03,
+38,1,0.481235,0.000000,0.837240,4.74e-05,0.1683,0.03,
+39,1,0.478925,0.000000,0.828121,4.48e-05,0.1484,0.03,
+40,1,0.469831,0.000000,0.819079,4.22e-05,0.2039,0.04,
+41,1,0.485580,0.000000,0.765459,3.96e-05,0.1544,0.03,
+42,1,0.478090,0.000000,0.744917,3.71e-05,0.1905,0.03,
+43,1,0.469524,0.000000,0.755308,3.45e-05,0.1295,0.03,
+44,1,0.464513,0.000000,0.790274,3.21e-05,0.1601,0.03,
+45,1,0.470013,0.000000,0.761868,2.97e-05,0.1183,0.03,
+46,1,0.473780,0.000000,0.783068,2.73e-05,0.1317,0.03,
+47,1,0.466718,0.000000,0.747715,2.50e-05,0.1335,0.03,
+48,1,0.472567,0.000000,0.774975,2.28e-05,0.1346,0.03,
+49,1,0.476542,0.000000,0.752985,2.06e-05,0.1222,0.03,
+50,1,0.465870,0.000000,0.784519,1.85e-05,0.1427,0.03,
+50,1,,,,,,,0.472364
+51,1,0.463339,0.000000,0.730078,1.65e-05,0.1772,0.00,
+52,1,0.482444,0.000000,0.765715,1.46e-05,0.1240,0.03,
+53,1,0.472397,0.000000,0.779192,1.28e-05,0.1371,0.03,
+54,1,0.472815,0.000000,0.758293,1.11e-05,0.1442,0.03,
+55,1,0.465690,0.000000,0.753326,1.00e-05,0.1259,0.03,
+56,1,0.462861,0.000000,0.744071,1.00e-05,0.1460,0.03,
+57,1,0.464286,0.000000,0.730422,1.00e-05,0.1538,0.03,
+58,1,0.471804,0.000000,0.748362,1.00e-05,0.1439,0.03,
+59,1,0.453635,0.000000,0.785883,1.00e-05,0.1874,0.03,
+60,1,0.460138,0.000000,0.794294,1.00e-05,0.2057,0.03,
+61,1,0.464477,0.000000,0.815153,1.00e-05,0.1960,0.03,
+62,1,0.472179,0.000000,0.756774,1.00e-05,0.1437,0.03,
+63,1,0.474328,0.000000,0.766716,1.00e-05,0.1490,0.03,
+64,1,0.457544,0.000000,0.729006,1.00e-05,0.1202,0.03,
+65,1,0.469077,0.000000,0.764445,1.00e-05,0.1414,0.03,
+66,1,0.463299,0.000000,0.740141,1.00e-05,0.1577,0.03,
+67,1,0.471361,0.000000,0.762455,1.00e-05,0.2202,0.03,
+67,1,,,,,,,0.468343

outputs/poc/m09a_pretrain_encoder/m09a_block_drift_history.json

@@ -0,0 +1,218 @@
+[
+  {
+    "step": 16,
+    "rel_l2_per_block": [
+      0.001660112625105701,
+      0.0015829994548630592,
+      0.0015011770033318687,
+      0.0015186663138192006,
+      0.001475961043391814,
+      0.001321253353625338,
+      0.0013375798009620094,
+      0.001367048459652708,
+      0.0014426332501494572,
+      0.0014610204956823853,
+      0.001350879864950122,
+      0.0013552315907491154,
+      0.0015299778159690305,
+      0.0012700215196165701,
+      0.001230049423939151,
+      0.0012525137709279816,
+      0.0011796848543841607,
+      0.00104887414110616,
+      0.0011288344951639613,
+      0.0009745395487763569,
+      0.004084623429807143,
+      0.004225730603894528,
+      0.004214289019024402,
+      0.004147766866906492,
+      0.003705673703362058,
+      0.0036661977447508937,
+      0.003803628624872624,
+      0.003896787422064145,
+      0.0038563958200778787,
+      0.003945997377242508,
+      0.003893706154590501,
+      0.003936531957587916,
+      0.003945374187979445,
+      0.004011012759903226,
+      0.0039853294164547,
+      0.003914225365072404,
+      0.0039970233847320185,
+      0.003894851141344404,
+      0.0036001498033153972,
+      0.0035212380265131744,
+      0.003428506872333249,
+      0.003356486735077739,
+      0.0033544753760698758,
+      0.003457892426984415,
+      0.003385928645823599,
+      0.00351438814221473,
+      0.003898379120146019,
+      0.003585566180295355
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 33,
+    "rel_l2_per_block": [
+      0.003069869659505574,
+      0.002795384936867217,
+      0.002451178341289779,
+      0.002312793167149031,
+      0.002233481852706414,
+      0.0019987219765519385,
+      0.001999006433650284,
+      0.001958425042611039,
+      0.002254362906012624,
+      0.0022104600893524695,
+      0.002127017390627996,
+      0.0024166561466047766,
+      0.0024179642667670055,
+      0.002151777938894397,
+      0.001985189296673889,
+      0.0019674719493478162,
+      0.0019014834996868757,
+      0.0016612180287240985,
+      0.001738582939858694,
+      0.0014975008250921798,
+      0.00586212093948207,
+      0.005997867272022572,
+      0.005939488658426932,
+      0.005838977495581032,
+      0.0052190612389411235,
+      0.005236259281875825,
+      0.0054161141422533025,
+      0.0055311236593789575,
+      0.005427125253794196,
+      0.005490699921382386,
+      0.005477271923441419,
+      0.005575749867479207,
+      0.005485382750261641,
+      0.005714154407122379,
+      0.005595591543929259,
+      0.005432793876532411,
+      0.005515074558811235,
+      0.005329022890940289,
+      0.004855721214189884,
+      0.004722746546688933,
+      0.004643062981624277,
+      0.004603990595587648,
+      0.0046199076050280775,
+      0.004855073305638103,
+      0.004698463524957325,
+      0.004921250281542315,
+      0.005469739995567168,
+      0.0051851500900820845
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 50,
+    "rel_l2_per_block": [
+      0.0038927411742026227,
+      0.0035709002529382104,
+      0.003085743690563894,
+      0.0026875136627012666,
+      0.0024914530272150495,
+      0.002234195304303592,
+      0.0020657081369108133,
+      0.0020773894366254123,
+      0.002356888754256049,
+      0.0023946107111544198,
+      0.0023473115254020074,
+      0.002868932942778684,
+      0.002649159392614757,
+      0.0024258533102456403,
+      0.0022362832585094013,
+      0.002100599048970959,
+      0.002102849438233687,
+      0.001872965680531923,
+      0.0019564611781541044,
+      0.001689452914103267,
+      0.006476329336927533,
+      0.006546245025480836,
+      0.006535986345903859,
+      0.006341961113682877,
+      0.005673859174875752,
+      0.005670133397435973,
+      0.005891891336703325,
+      0.005947167058615701,
+      0.005732646223880228,
+      0.005825038778683517,
+      0.0058389412028924705,
+      0.005824647006609216,
+      0.005771893970162167,
+      0.005914644414458759,
+      0.005806537627240887,
+      0.005663014038996925,
+      0.005703954648155435,
+      0.0055630121038021335,
+      0.0050919046633713565,
+      0.004913181150953678,
+      0.004816739830678364,
+      0.004813039333404314,
+      0.004803858953439666,
+      0.005041484474363386,
+      0.0049239356643670336,
+      0.005160334046973065,
+      0.005777019928865996,
+      0.005530334453310172
+    ],
+    "freeze_below": 20
+  },
+  {
+    "step": 67,
+    "rel_l2_per_block": [
+      0.004061045137723095,
+      0.003711716438392162,
+      0.0031718960785716015,
+      0.002774750234330499,
+      0.0026379874789904823,
+      0.002324844266744309,
+      0.0021343265950825364,
+      0.0021741194513769484,
+      0.002462322511075367,
+      0.0024895896088526423,
+      0.0024436831363831117,
+      0.00296629072498531,
+      0.0027591424660877526,
+      0.0025193751018840415,
+      0.0023036061388647814,
+      0.0021727160452176806,
+      0.002159838575923354,
+      0.0019007794034512045,
+      0.0020058738386946836,
+      0.0016974554325484628,
+      0.00656270199011651,
+      0.00664514410389043,
+      0.0066165646528066405,
+      0.006408846025941131,
+      0.00573343242644551,
+      0.005722203472959503,
+      0.0059146495526544276,
+      0.005939287571280452,
+      0.005721630999696023,
+      0.005835712752368906,
+      0.005824894075918627,
+      0.005806656953934987,
+      0.0057628062812811786,
+      0.005895814969218055,
+      0.005778003457799367,
+      0.005632021782551905,
+      0.005687589743484414,
+      0.005549332338393845,
+      0.005075913535029595,
+      0.004883802908334316,
+      0.004799545026887419,
+      0.004793262980647262,
+      0.004793339858567847,
+      0.005062759156057206,
+      0.004928583923208723,
+      0.005166736092548036,
+      0.005782165249263761,
+      0.005584972933391574
+    ],
+    "freeze_below": 20
+  }
+]

outputs/poc/m09a_pretrain_encoder/m09a_ckpt_best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af27b13aa4d985b10a71b6bdc8a81411267dc6f61f74dcf45d55d814f5709a9e
+size 14989782533

outputs/poc/m09a_pretrain_encoder/motion_aux_head.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e109ea3dc916a6a2fef2f70f54a686841c221612d432ec73e1f33808b11f2f26
+size 1749573

outputs/poc/m09a_pretrain_encoder/student_encoder.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b4a0cd3151b4a449c59858dd9c02ca0f7f8910a7444d7a54e0db7a67fa6619e
+size 7375968835

outputs/poc/m09a_pretrain_encoder/training_summary.json

@@ -0,0 +1,14 @@
+{
+  "steps": 68,
+  "epochs": 2.0,
+  "clips_seen": 2176,
+  "final_jepa_loss": 0.4713607728481293,
+  "final_drift_loss": 0.0,
+  "final_total_loss": 0.7624551475048065,
+  "best_probe_top1": 0.294,
+  "best_val_loss": -1.0,
+  "final_lr": 1e-05,
+  "final_grad_norm": 0.22017540037631989,
+  "lambda_reg": 0.0,
+  "batch_size": 32
+}

outputs/poc/m09a_pretrain_head/loss_log.csv

@@ -0,0 +1,8 @@
+step,epoch,loss_jepa,loss_drift,loss_total,loss_multi_task,loss_motion_aux,lr,grad_norm,throughput,val_loss
+17,0,,,,,,,,,3.875332
+20,0,,0,3.852234,,3.852234,4.396895e-04,,,
+34,0,,,,,,,,,3.585924
+40,1,,0,3.558192,,3.558192,2.121431e-04,,,
+51,1,,,,,,,,,3.185724
+60,1,,0,3.077712,,3.077712,5.000000e-05,,,
+68,1,,,,,,,,,3.140319

outputs/poc/m09a_pretrain_head/m09a2_block_drift_history.json

@@ -0,0 +1,58 @@
+[
+  {
+    "step": 17,
+    "rel_l2_per_block": [
+      0.5730246,
+      0.37053764,
+      0.34115844
+    ],
+    "block_names": [
+      "trunk",
+      "ce_head",
+      "mse_head"
+    ],
+    "source": "motion_aux_head"
+  },
+  {
+    "step": 34,
+    "rel_l2_per_block": [
+      0.73617103,
+      0.4920283,
+      0.42857655
+    ],
+    "block_names": [
+      "trunk",
+      "ce_head",
+      "mse_head"
+    ],
+    "source": "motion_aux_head"
+  },
+  {
+    "step": 51,
+    "rel_l2_per_block": [
+      0.76726212,
+      0.48353252,
+      0.45006202
+    ],
+    "block_names": [
+      "trunk",
+      "ce_head",
+      "mse_head"
+    ],
+    "source": "motion_aux_head"
+  },
+  {
+    "step": 68,
+    "rel_l2_per_block": [
+      0.77301107,
+      0.48928036,
+      0.45758144
+    ],
+    "block_names": [
+      "trunk",
+      "ce_head",
+      "mse_head"
+    ],
+    "source": "motion_aux_head"
+  }
+]

outputs/poc/m09a_pretrain_head/m09a_ckpt_best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0a47c02b77d6e5ee1e07bf427b0d406e90a2a94dabfa3e2d0e2f660ba5c5f0f
+size 7615557575

outputs/poc/m09a_pretrain_head/motion_aux_head.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fe3bc98637c2be32bae224abc0b9d0fae3a6d39bdfc22353e37965c65bf949b
+size 1748549

outputs/poc/m09a_pretrain_head/student_encoder.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb44dc4d842bfe381689dc694fae87f0e79eedb18a8642c4a124156044bcb509
+size 7375968835

outputs/poc/m09a_pretrain_head/training_summary.json

@@ -0,0 +1,13 @@
+{
+  "mode": "poc",
+  "n_train": 1083,
+  "n_val": 218,
+  "max_epochs": 2,
+  "batch_size": 32,
+  "total_steps": 68,
+  "best_epoch": 1,
+  "best_val_loss": 3.140318820235926,
+  "wall_sec": 1455.4,
+  "head_params": 436004,
+  "init_ckpt_path": "/workspace/factorjepa/checkpoints/vjepa2_1_vitG_384.pt"
+}

outputs/poc/m09c_surgery_3stage_DI_encoder/loss_log.csv

@@ -0,0 +1,621 @@
+step,stage,loss_jepa,loss_masked,loss_context,loss_infonce,loss_tcc,uw_w_jepa,uw_w_infonce,uw_w_tcc,lr,grad_norm
+0,stage0_head_only,0.498887,0.361368,0.275038,0.000000,0.000000,0.000000,0.000000,0.000000,1.79e-06,2.1976
+1,stage0_head_only,0.500699,0.363943,0.273512,0.000000,0.000000,0.000000,0.000000,0.000000,2.68e-06,2.1074
+2,stage0_head_only,0.500693,0.363065,0.275256,0.000000,0.000000,0.000000,0.000000,0.000000,3.57e-06,2.2175
+3,stage0_head_only,0.493357,0.356963,0.272789,0.000000,0.000000,0.000000,0.000000,0.000000,4.46e-06,2.9521
+4,stage0_head_only,0.502293,0.363989,0.276608,0.000000,0.000000,0.000000,0.000000,0.000000,5.36e-06,2.1728
+5,stage0_head_only,0.507414,0.368690,0.277449,0.000000,0.000000,0.000000,0.000000,0.000000,6.25e-06,2.4606
+6,stage0_head_only,0.502841,0.364748,0.276186,0.000000,0.000000,0.000000,0.000000,0.000000,7.14e-06,2.9628
+7,stage0_head_only,0.499573,0.362582,0.273981,0.000000,0.000000,0.000000,0.000000,0.000000,8.04e-06,1.5564
+8,stage0_head_only,0.501424,0.363792,0.275263,0.000000,0.000000,0.000000,0.000000,0.000000,8.93e-06,1.7998
+9,stage0_head_only,0.491513,0.356630,0.269766,0.000000,0.000000,0.000000,0.000000,0.000000,9.82e-06,1.4289
+10,stage0_head_only,0.496594,0.361371,0.270446,0.000000,0.000000,0.000000,0.000000,0.000000,1.07e-05,4.0359
+11,stage0_head_only,0.491645,0.356611,0.270067,0.000000,0.000000,0.000000,0.000000,0.000000,1.16e-05,1.2950
+12,stage0_head_only,0.484807,0.350665,0.268283,0.000000,0.000000,0.000000,0.000000,0.000000,1.25e-05,1.7820
+13,stage0_head_only,0.497975,0.362728,0.270495,0.000000,0.000000,0.000000,0.000000,0.000000,1.34e-05,1.5923
+14,stage0_head_only,0.490496,0.356532,0.267927,0.000000,0.000000,0.000000,0.000000,0.000000,1.43e-05,2.8401
+15,stage0_head_only,0.492866,0.357687,0.270358,0.000000,0.000000,0.000000,0.000000,0.000000,1.52e-05,1.3118
+16,stage0_head_only,0.507506,0.371254,0.272504,0.000000,0.000000,0.000000,0.000000,0.000000,1.61e-05,1.4034
+17,stage0_head_only,0.494014,0.358644,0.270739,0.000000,0.000000,0.000000,0.000000,0.000000,1.70e-05,2.2392
+18,stage0_head_only,0.479754,0.349065,0.261378,0.000000,0.000000,0.000000,0.000000,0.000000,1.79e-05,1.3770
+19,stage0_head_only,0.489847,0.356452,0.266791,0.000000,0.000000,0.000000,0.000000,0.000000,1.88e-05,2.1396
+20,stage0_head_only,0.493861,0.357806,0.272112,0.000000,0.000000,0.000000,0.000000,0.000000,1.96e-05,1.9400
+21,stage0_head_only,0.491961,0.357712,0.268499,0.000000,0.000000,0.000000,0.000000,0.000000,2.05e-05,2.1636
+22,stage0_head_only,0.474519,0.343294,0.262451,0.000000,0.000000,0.000000,0.000000,0.000000,2.14e-05,2.0306
+23,stage0_head_only,0.488150,0.355778,0.264743,0.000000,0.000000,0.000000,0.000000,0.000000,2.23e-05,2.1547
+24,stage0_head_only,0.479096,0.347557,0.263077,0.000000,0.000000,0.000000,0.000000,0.000000,2.32e-05,2.1144
+25,stage0_head_only,0.480733,0.349491,0.262483,0.000000,0.000000,0.000000,0.000000,0.000000,2.41e-05,2.1710
+26,stage0_head_only,0.490849,0.357736,0.266227,0.000000,0.000000,0.000000,0.000000,0.000000,2.50e-05,1.5950
+27,stage0_head_only,0.481175,0.350977,0.260395,0.000000,0.000000,0.000000,0.000000,0.000000,2.59e-05,1.2071
+28,stage0_head_only,0.495214,0.361201,0.268026,0.000000,0.000000,0.000000,0.000000,0.000000,2.68e-05,1.5454
+29,stage0_head_only,0.487569,0.355286,0.264567,0.000000,0.000000,0.000000,0.000000,0.000000,2.77e-05,3.8431
+30,stage0_head_only,0.475348,0.345883,0.258929,0.000000,0.000000,0.000000,0.000000,0.000000,2.86e-05,1.7548
+31,stage0_head_only,0.480883,0.349176,0.263415,0.000000,0.000000,0.000000,0.000000,0.000000,2.95e-05,1.4931
+32,stage0_head_only,0.477351,0.348331,0.258039,0.000000,0.000000,0.000000,0.000000,0.000000,3.04e-05,1.9883
+33,stage0_head_only,0.474439,0.344227,0.260425,0.000000,0.000000,0.000000,0.000000,0.000000,3.13e-05,2.3387
+34,stage0_head_only,0.487275,0.354613,0.265323,0.000000,0.000000,0.000000,0.000000,0.000000,3.21e-05,2.0647
+35,stage0_head_only,0.481315,0.350674,0.261282,0.000000,0.000000,0.000000,0.000000,0.000000,3.30e-05,1.5146
+36,stage0_head_only,0.486268,0.353826,0.264884,0.000000,0.000000,0.000000,0.000000,0.000000,3.39e-05,1.4137
+37,stage0_head_only,0.485435,0.353058,0.264754,0.000000,0.000000,0.000000,0.000000,0.000000,3.48e-05,1.7464
+38,stage0_head_only,0.479258,0.348714,0.261088,0.000000,0.000000,0.000000,0.000000,0.000000,3.57e-05,2.1158
+39,stage0_head_only,0.477768,0.349035,0.257466,0.000000,0.000000,0.000000,0.000000,0.000000,3.66e-05,1.0593
+40,stage0_head_only,0.475577,0.346731,0.257692,0.000000,0.000000,0.000000,0.000000,0.000000,3.75e-05,1.3452
+41,stage0_head_only,0.468086,0.341610,0.252952,0.000000,0.000000,0.000000,0.000000,0.000000,3.84e-05,1.2587
+42,stage0_head_only,0.465099,0.339253,0.251693,0.000000,0.000000,0.000000,0.000000,0.000000,3.93e-05,2.3574
+43,stage0_head_only,0.479323,0.350188,0.258271,0.000000,0.000000,0.000000,0.000000,0.000000,4.02e-05,1.5018
+44,stage0_head_only,0.475486,0.346703,0.257566,0.000000,0.000000,0.000000,0.000000,0.000000,4.11e-05,1.5500
+45,stage0_head_only,0.481745,0.351215,0.261060,0.000000,0.000000,0.000000,0.000000,0.000000,4.20e-05,1.3683
+46,stage0_head_only,0.473902,0.346583,0.254636,0.000000,0.000000,0.000000,0.000000,0.000000,4.29e-05,1.6659
+47,stage0_head_only,0.471992,0.345189,0.253606,0.000000,0.000000,0.000000,0.000000,0.000000,4.37e-05,1.3694
+48,stage0_head_only,0.479962,0.349790,0.260344,0.000000,0.000000,0.000000,0.000000,0.000000,4.46e-05,1.8688
+49,stage0_head_only,0.462229,0.338142,0.248173,0.000000,0.000000,0.000000,0.000000,0.000000,4.55e-05,1.4235
+50,stage0_head_only,0.468502,0.341426,0.254153,0.000000,0.000000,0.000000,0.000000,0.000000,4.64e-05,1.8304
+51,stage0_head_only,0.468792,0.342771,0.252041,0.000000,0.000000,0.000000,0.000000,0.000000,4.73e-05,1.6307
+52,stage0_head_only,0.477057,0.348040,0.258035,0.000000,0.000000,0.000000,0.000000,0.000000,4.82e-05,1.4418
+53,stage0_head_only,0.469393,0.342667,0.253453,0.000000,0.000000,0.000000,0.000000,0.000000,4.91e-05,2.3439
+54,stage0_head_only,0.472882,0.346062,0.253640,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,4.7097
+55,stage0_head_only,0.481073,0.351483,0.259180,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.7050
+56,stage1_layout,0.468891,0.342155,0.253471,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.5985
+57,stage1_layout,0.481088,0.352207,0.257761,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2087
+58,stage1_layout,0.474587,0.348196,0.252780,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5200
+59,stage1_layout,0.472809,0.345276,0.255067,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2210
+60,stage1_layout,0.462156,0.338084,0.248145,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.4412
+61,stage1_layout,0.479884,0.351715,0.256339,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8479
+62,stage1_layout,0.470305,0.344976,0.250659,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.0719
+63,stage1_layout,0.471332,0.345469,0.251727,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.9537
+64,stage1_layout,0.473133,0.347424,0.251418,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3572
+65,stage1_layout,0.478447,0.351328,0.254236,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4578
+66,stage1_layout,0.476113,0.349016,0.254194,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.0894
+67,stage1_layout,0.474268,0.347287,0.253962,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0850
+68,stage1_layout,0.460293,0.336169,0.248247,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2072
+69,stage1_layout,0.474730,0.348103,0.253253,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3281
+70,stage1_layout,0.468221,0.342176,0.252092,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9824
+71,stage1_layout,0.466019,0.340989,0.250058,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9456
+72,stage1_layout,0.472465,0.346217,0.252496,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.3021
+73,stage1_layout,0.467532,0.343098,0.248870,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7570
+74,stage1_layout,0.463507,0.339520,0.247974,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0697
+75,stage1_layout,0.461707,0.337043,0.249327,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6552
+76,stage1_layout,0.470061,0.344454,0.251213,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3327
+77,stage1_layout,0.466266,0.340989,0.250554,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6196
+78,stage1_layout,0.476372,0.349672,0.253400,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5565
+79,stage1_layout,0.461384,0.337665,0.247438,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2658
+80,stage1_layout,0.456889,0.333925,0.245928,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7291
+81,stage1_layout,0.464023,0.338478,0.251090,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1810
+82,stage1_layout,0.470857,0.346655,0.248405,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2802
+83,stage1_layout,0.465329,0.340395,0.249869,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.9795
+84,stage1_layout,0.463226,0.340406,0.245639,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2386
+85,stage1_layout,0.477827,0.349444,0.256766,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1704
+86,stage1_layout,0.469381,0.345080,0.248602,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7756
+87,stage1_layout,0.458602,0.336585,0.244034,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0852
+88,stage1_layout,0.466562,0.342796,0.247532,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8921
+89,stage1_layout,0.465852,0.341323,0.249058,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.1831
+90,stage1_layout,0.464098,0.340068,0.248060,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4830
+91,stage1_layout,0.463696,0.340568,0.246256,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1726
+92,stage1_layout,0.471400,0.345169,0.252464,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3972
+93,stage1_layout,0.464700,0.340490,0.248419,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1554
+94,stage1_layout,0.461209,0.339490,0.243438,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0314
+95,stage1_layout,0.456374,0.334933,0.242882,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8228
+96,stage1_layout,0.463165,0.340440,0.245450,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2788
+97,stage1_layout,0.459507,0.337380,0.244253,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.4706
+98,stage1_layout,0.476320,0.349713,0.253213,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5126
+99,stage1_layout,0.462290,0.340120,0.244340,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.0723
+100,stage1_layout,0.459868,0.337960,0.243817,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9627
+101,stage1_layout,0.454569,0.332989,0.243161,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1022
+102,stage1_layout,0.451753,0.331225,0.241055,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0436
+103,stage1_layout,0.468863,0.344011,0.249704,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3488
+104,stage1_layout,0.458200,0.335758,0.244884,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9139
+105,stage1_layout,0.466249,0.342216,0.248067,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0315
+106,stage1_layout,0.453575,0.333425,0.240300,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0298
+107,stage1_layout,0.476744,0.350850,0.251789,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4153
+108,stage1_layout,0.463057,0.340585,0.244944,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3537
+109,stage1_layout,0.454504,0.333602,0.241804,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7431
+110,stage1_layout,0.450206,0.330796,0.238819,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8191
+111,stage1_layout,0.465414,0.341728,0.247372,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4732
+112,stage1_layout,0.469887,0.344997,0.249778,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0356
+113,stage1_layout,0.457566,0.335236,0.244659,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0575
+114,stage1_layout,0.458419,0.335086,0.246665,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7213
+115,stage1_layout,0.471075,0.346283,0.249585,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7822
+116,stage1_layout,0.465774,0.342546,0.246455,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3768
+117,stage1_layout,0.449895,0.331585,0.236621,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3060
+118,stage1_layout,0.462707,0.340309,0.244796,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2827
+119,stage1_layout,0.457286,0.334476,0.245620,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5428
+120,stage1_layout,0.475086,0.348297,0.253578,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1671
+121,stage1_layout,0.472235,0.346389,0.251693,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.9823
+122,stage1_layout,0.452853,0.332967,0.239771,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3024
+123,stage1_layout,0.458735,0.338311,0.240850,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8989
+124,stage1_layout,0.457367,0.336305,0.242124,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8502
+125,stage1_layout,0.470031,0.345914,0.248232,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2065
+126,stage1_layout,0.469536,0.345424,0.248225,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3070
+127,stage1_layout,0.453598,0.333729,0.239738,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2068
+128,stage1_layout,0.461308,0.338431,0.245755,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4790
+129,stage1_layout,0.454718,0.333008,0.243420,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1304
+130,stage1_layout,0.464748,0.343320,0.242856,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3803
+131,stage1_layout,0.476445,0.350863,0.251164,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9120
+132,stage1_layout,0.469271,0.344493,0.249556,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.0693
+133,stage1_layout,0.458719,0.337197,0.243044,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7819
+134,stage1_layout,0.460358,0.339301,0.242114,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9111
+135,stage1_layout,0.465659,0.343292,0.244734,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1523
+136,stage1_layout,0.449688,0.329359,0.240658,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2794
+137,stage1_layout,0.474280,0.349241,0.250078,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8530
+138,stage1_layout,0.462132,0.339733,0.244798,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9208
+139,stage1_layout,0.457005,0.336433,0.241145,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8468
+140,stage1_layout,0.468152,0.344343,0.247619,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,3.0566
+141,stage1_layout,0.460379,0.338667,0.243424,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5578
+142,stage1_layout,0.457435,0.336424,0.242022,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7373
+143,stage1_layout,0.456436,0.336167,0.240538,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.0107
+144,stage1_layout,0.450493,0.329854,0.241279,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8023
+145,stage1_layout,0.464256,0.340772,0.246969,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3504
+146,stage1_layout,0.467018,0.342342,0.249353,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2743
+147,stage1_layout,0.455733,0.334913,0.241640,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1696
+148,stage1_layout,0.450808,0.330798,0.240021,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8286
+149,stage1_layout,0.455020,0.335745,0.238551,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6863
+150,stage1_layout,0.453386,0.332702,0.241368,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4807
+151,stage1_layout,0.456633,0.336749,0.239769,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0462
+152,stage1_layout,0.462554,0.341088,0.242931,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9105
+153,stage1_layout,0.457431,0.336927,0.241009,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0012
+154,stage1_layout,0.456716,0.336770,0.239893,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3755
+155,stage1_layout,0.466469,0.345087,0.242764,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2573
+156,stage1_layout,0.450968,0.332996,0.235944,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0637
+157,stage1_layout,0.458055,0.337571,0.240968,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9153
+158,stage1_layout,0.455482,0.335592,0.239781,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4730
+159,stage1_layout,0.453010,0.333114,0.239793,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.5974
+160,stage1_layout,0.455346,0.336210,0.238271,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2638
+161,stage1_layout,0.455876,0.336014,0.239723,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3846
+162,stage1_layout,0.459286,0.338606,0.241361,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6554
+163,stage1_layout,0.448956,0.330119,0.237675,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7239
+164,stage1_layout,0.452528,0.331589,0.241878,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9368
+165,stage1_layout,0.468293,0.345344,0.245898,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4407
+166,stage1_layout,0.461476,0.339071,0.244812,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8919
+167,stage1_layout,0.465832,0.343222,0.245221,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7140
+168,stage1_layout,0.454157,0.335263,0.237788,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9330
+169,stage1_layout,0.456230,0.336077,0.240307,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0854
+170,stage1_layout,0.459763,0.339011,0.241504,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.5961
+171,stage1_layout,0.456865,0.336814,0.240102,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5092
+172,stage1_layout,0.471923,0.347644,0.248558,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9575
+173,stage1_layout,0.460399,0.339387,0.242024,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1387
+174,stage1_layout,0.464108,0.341622,0.244972,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3568
+175,stage1_layout,0.458187,0.337287,0.241799,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8878
+176,stage1_layout,0.460171,0.339324,0.241694,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2079
+177,stage1_layout,0.468364,0.344662,0.247404,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1855
+178,stage1_layout,0.453927,0.333945,0.239964,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9229
+179,stage1_layout,0.459469,0.338645,0.241649,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2054
+180,stage1_layout,0.461843,0.338156,0.247374,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1934
+181,stage1_layout,0.448346,0.330062,0.236567,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9511
+182,stage1_layout,0.465749,0.344384,0.242730,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8683
+183,stage1_layout,0.449552,0.330021,0.239063,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8112
+184,stage1_layout,0.459539,0.338814,0.241451,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6214
+185,stage1_layout,0.456543,0.336577,0.239933,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0564
+186,stage1_layout,0.466549,0.343898,0.245303,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8209
+187,stage1_layout,0.464777,0.342105,0.245344,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3465
+188,stage1_layout,0.457328,0.336782,0.241092,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5577
+189,stage1_layout,0.460252,0.337952,0.244600,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.2070
+190,stage1_layout,0.454715,0.335304,0.238822,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3769
+191,stage1_layout,0.451472,0.332811,0.237320,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9003
+192,stage1_layout,0.455231,0.334662,0.241138,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0697
+193,stage1_layout,0.455319,0.336198,0.238241,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.2325
+194,stage1_layout,0.452949,0.333093,0.239713,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8810
+195,stage1_layout,0.460551,0.338928,0.243246,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6440
+196,stage1_layout,0.458608,0.338489,0.240239,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1327
+197,stage1_layout,0.456136,0.337094,0.238085,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9549
+198,stage1_layout,0.450916,0.333579,0.234674,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5208
+199,stage1_layout,0.464621,0.341764,0.245715,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4157
+200,stage1_layout,0.453608,0.334526,0.238163,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4729
+201,stage1_layout,0.453712,0.333616,0.240191,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6936
+202,stage1_layout,0.459808,0.339521,0.240574,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7792
+203,stage1_layout,0.463267,0.341957,0.242619,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7850
+204,stage1_layout,0.462918,0.341762,0.242313,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6048
+205,stage1_layout,0.466423,0.343818,0.245210,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4562
+206,stage1_layout,0.453564,0.334249,0.238631,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8575
+207,stage1_layout,0.457906,0.337638,0.240537,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8627
+208,stage1_layout,0.468310,0.346352,0.243915,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8963
+209,stage1_layout,0.455790,0.334129,0.243322,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3180
+210,stage1_layout,0.459527,0.338993,0.241067,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1844
+211,stage1_layout,0.454794,0.335211,0.239165,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7657
+212,stage1_layout,0.451125,0.333029,0.236194,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0066
+213,stage1_layout,0.461761,0.340688,0.242146,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1159
+214,stage1_layout,0.452577,0.333143,0.238868,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7501
+215,stage1_layout,0.464681,0.342664,0.244035,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6288
+216,stage1_layout,0.471134,0.348679,0.244910,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0702
+217,stage1_layout,0.461087,0.341433,0.239309,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7464
+218,stage1_layout,0.462523,0.339624,0.245799,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6204
+219,stage1_layout,0.454387,0.335139,0.238495,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1270
+220,stage1_layout,0.447030,0.329338,0.235385,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1866
+221,stage1_layout,0.462831,0.341622,0.242419,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8400
+222,stage1_layout,0.455051,0.337593,0.234915,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2521
+223,stage1_layout,0.455813,0.337557,0.236512,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0223
+224,stage1_layout,0.450446,0.332952,0.234988,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2160
+225,stage1_layout,0.447559,0.330367,0.234382,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8452
+226,stage1_layout,0.454046,0.335769,0.236554,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0559
+227,stage1_layout,0.452457,0.333876,0.237162,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9593
+228,stage1_layout,0.452747,0.334292,0.236910,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0070
+229,stage1_layout,0.450937,0.333268,0.235339,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6020
+230,stage1_layout,0.458145,0.338310,0.239671,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9391
+231,stage1_layout,0.460219,0.339912,0.240614,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7105
+232,stage1_layout,0.460391,0.340012,0.240758,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0702
+233,stage1_layout,0.463363,0.340375,0.245977,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9974
+234,stage1_layout,0.468243,0.346074,0.244338,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6747
+235,stage1_layout,0.453505,0.334852,0.237305,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3592
+236,stage1_layout,0.457581,0.337523,0.240114,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1713
+237,stage1_layout,0.453460,0.334506,0.237908,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7280
+238,stage1_layout,0.460035,0.340081,0.239908,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2973
+239,stage1_layout,0.448908,0.331049,0.235717,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7386
+240,stage1_layout,0.466287,0.343710,0.245154,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8109
+241,stage1_layout,0.458727,0.337896,0.241662,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0693
+242,stage1_layout,0.452725,0.333619,0.238212,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8533
+243,stage1_layout,0.461855,0.340999,0.241712,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8559
+244,stage1_layout,0.461569,0.340470,0.242198,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3660
+245,stage1_layout,0.453126,0.334914,0.236425,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3380
+246,stage1_layout,0.464523,0.342282,0.244482,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8607
+247,stage1_layout,0.451125,0.333700,0.234850,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8787
+248,stage1_layout,0.459743,0.338735,0.242015,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8621
+249,stage1_layout,0.462810,0.341047,0.243527,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2602
+250,stage1_layout,0.459277,0.338065,0.242423,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.1870
+251,stage1_layout,0.454376,0.336249,0.236254,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7691
+252,stage1_layout,0.465171,0.344525,0.241292,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.4553
+253,stage1_layout,0.455145,0.335483,0.239324,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9870
+254,stage1_layout,0.461182,0.340753,0.240860,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6762
+255,stage1_layout,0.454212,0.336922,0.234582,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6283
+256,stage1_layout,0.447731,0.330950,0.233562,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8057
+257,stage1_layout,0.460072,0.338787,0.242570,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.9625
+258,stage1_layout,0.452551,0.334786,0.235529,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9128
+259,stage1_layout,0.449332,0.331824,0.235016,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.6515
+260,stage1_layout,0.463304,0.342054,0.242498,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1416
+261,stage1_layout,0.446651,0.329230,0.234842,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1588
+262,stage1_layout,0.448420,0.331067,0.234706,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.9294
+263,stage1_layout,0.449635,0.332290,0.234689,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0290
+264,stage1_layout,0.451663,0.333309,0.236709,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1306
+265,stage1_layout,0.456271,0.336977,0.238588,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7385
+266,stage1_layout,0.466184,0.344017,0.244333,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9559
+267,stage1_layout,0.455636,0.336020,0.239231,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9135
+268,stage1_layout,0.458001,0.338548,0.238906,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7611
+269,stage1_layout,0.464996,0.344371,0.241250,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0976
+270,stage1_layout,0.452046,0.334396,0.235300,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2692
+271,stage1_layout,0.455425,0.335372,0.240106,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9508
+272,stage1_layout,0.465773,0.344404,0.242739,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6255
+273,stage1_layout,0.447046,0.328439,0.237214,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8130
+274,stage1_layout,0.463714,0.342636,0.242155,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9593
+275,stage1_layout,0.461627,0.340338,0.242578,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2932
+276,stage1_layout,0.448258,0.331057,0.234402,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5138
+277,stage1_layout,0.452761,0.334685,0.236152,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9571
+278,stage1_layout,0.448964,0.331148,0.235633,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8634
+279,stage1_layout,0.455247,0.335425,0.239644,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6794
+280,stage1_layout,0.463821,0.343221,0.241201,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2615
+281,stage1_layout,0.456036,0.336583,0.238907,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1910
+282,stage2_agent,0.446638,0.328781,0.235715,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8629
+283,stage2_agent,0.455238,0.336771,0.236935,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3956
+284,stage2_agent,0.458082,0.337236,0.241691,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2535
+285,stage2_agent,0.450190,0.332137,0.236106,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2305
+286,stage2_agent,0.454679,0.334346,0.240667,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5878
+287,stage2_agent,0.454115,0.334432,0.239365,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4052
+288,stage2_agent,0.461107,0.339064,0.244085,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8992
+289,stage2_agent,0.446998,0.328198,0.237599,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3951
+290,stage2_agent,0.458425,0.339545,0.237759,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0746
+291,stage2_agent,0.453685,0.333746,0.239877,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6622
+292,stage2_agent,0.453226,0.333588,0.239276,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4613
+293,stage2_agent,0.444864,0.327774,0.234180,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4302
+294,stage2_agent,0.451668,0.332668,0.238001,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1192
+295,stage2_agent,0.462923,0.342614,0.240619,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8857
+296,stage2_agent,0.453961,0.336143,0.235637,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7145
+297,stage2_agent,0.447410,0.330863,0.233094,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1608
+298,stage2_agent,0.452872,0.334874,0.235996,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7599
+299,stage2_agent,0.446672,0.328440,0.236466,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6889
+300,stage2_agent,0.463375,0.341746,0.243256,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0103
+301,stage2_agent,0.448946,0.331620,0.234653,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0921
+302,stage2_agent,0.453491,0.335534,0.235914,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1635
+303,stage2_agent,0.449594,0.331028,0.237133,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5441
+304,stage2_agent,0.448093,0.331119,0.233949,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8484
+305,stage2_agent,0.450419,0.332276,0.236285,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3665
+306,stage2_agent,0.446081,0.328700,0.234762,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0615
+307,stage2_agent,0.447265,0.329990,0.234550,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9200
+308,stage2_agent,0.456405,0.337000,0.238810,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,3.9073
+309,stage2_agent,0.452548,0.333153,0.238790,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7185
+310,stage2_agent,0.447167,0.328284,0.237767,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7018
+311,stage2_agent,0.453018,0.334123,0.237789,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0287
+312,stage2_agent,0.442928,0.326322,0.233211,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0900
+313,stage2_agent,0.449089,0.330529,0.237119,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6931
+314,stage2_agent,0.455997,0.337770,0.236454,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6811
+315,stage2_agent,0.447331,0.328987,0.236687,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5284
+316,stage2_agent,0.446730,0.330594,0.232272,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9213
+317,stage2_agent,0.450164,0.332489,0.235350,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9506
+318,stage2_agent,0.445717,0.328615,0.234204,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8116
+319,stage2_agent,0.455610,0.336361,0.238498,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4641
+320,stage2_agent,0.446968,0.328769,0.236398,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4390
+321,stage2_agent,0.449159,0.330824,0.236670,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1961
+322,stage2_agent,0.449440,0.331449,0.235982,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0147
+323,stage2_agent,0.444089,0.327642,0.232895,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3172
+324,stage2_agent,0.444226,0.328599,0.231255,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6752
+325,stage2_agent,0.462386,0.340251,0.244268,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5675
+326,stage2_agent,0.462814,0.341612,0.242405,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3458
+327,stage2_agent,0.447981,0.330002,0.235957,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9887
+328,stage2_agent,0.450335,0.333006,0.234659,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7913
+329,stage2_agent,0.446998,0.330924,0.232147,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1778
+330,stage2_agent,0.458378,0.338226,0.240303,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8777
+331,stage2_agent,0.456879,0.336439,0.240880,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.2607
+332,stage2_agent,0.450180,0.331043,0.238273,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6814
+333,stage2_agent,0.459652,0.339682,0.239939,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7443
+334,stage2_agent,0.440983,0.325754,0.230458,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4397
+335,stage2_agent,0.444888,0.327494,0.234787,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0958
+336,stage2_agent,0.451062,0.332641,0.236844,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3393
+337,stage2_agent,0.452124,0.333547,0.237154,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0336
+338,stage2_agent,0.463688,0.341896,0.243584,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6761
+339,stage2_agent,0.452727,0.334024,0.237406,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4841
+340,stage2_agent,0.447542,0.330318,0.234447,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9797
+341,stage2_agent,0.452269,0.332885,0.238768,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6115
+342,stage2_agent,0.460095,0.339587,0.241016,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8425
+343,stage2_agent,0.445414,0.328393,0.234040,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7729
+344,stage2_agent,0.469981,0.345964,0.248035,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0558
+345,stage2_agent,0.460525,0.340419,0.240211,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1189
+346,stage2_agent,0.450302,0.331155,0.238293,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8899
+347,stage2_agent,0.447586,0.330269,0.234634,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0293
+348,stage2_agent,0.453692,0.335766,0.235852,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.2415
+349,stage2_agent,0.451178,0.332647,0.237062,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9378
+350,stage2_agent,0.444763,0.328346,0.232834,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6538
+351,stage2_agent,0.454431,0.335087,0.238688,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3898
+352,stage2_agent,0.446843,0.330573,0.232540,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6197
+353,stage2_agent,0.445649,0.331089,0.229121,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1073
+354,stage2_agent,0.460175,0.339922,0.240507,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8892
+355,stage2_agent,0.448370,0.331247,0.234246,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9363
+356,stage2_agent,0.454716,0.335705,0.238021,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7690
+357,stage2_agent,0.451122,0.333260,0.235724,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9956
+358,stage2_agent,0.459538,0.339261,0.240556,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9381
+359,stage2_agent,0.449030,0.332325,0.233410,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0033
+360,stage2_agent,0.451327,0.333219,0.236215,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8012
+361,stage2_agent,0.463627,0.341500,0.244253,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1317
+362,stage2_agent,0.461236,0.340204,0.242064,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3702
+363,stage2_agent,0.458076,0.337517,0.241119,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3697
+364,stage2_agent,0.443980,0.327819,0.232322,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1080
+365,stage2_agent,0.450554,0.332820,0.235467,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1688
+366,stage2_agent,0.453177,0.335574,0.235207,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7205
+367,stage2_agent,0.442374,0.326254,0.232240,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0180
+368,stage2_agent,0.438186,0.324823,0.226727,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0813
+369,stage2_agent,0.451224,0.334230,0.233988,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9454
+370,stage2_agent,0.449726,0.332246,0.234961,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7151
+371,stage2_agent,0.453675,0.334281,0.238790,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7769
+372,stage2_agent,0.452649,0.332935,0.239427,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8826
+373,stage2_agent,0.448528,0.330774,0.235508,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2294
+374,stage2_agent,0.456649,0.336327,0.240644,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2027
+375,stage2_agent,0.448846,0.331581,0.234530,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1140
+376,stage2_agent,0.455532,0.336524,0.238016,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8134
+377,stage2_agent,0.447309,0.330634,0.233349,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2745
+378,stage2_agent,0.453632,0.333836,0.239593,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3736
+379,stage2_agent,0.448917,0.331811,0.234212,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1660
+380,stage2_agent,0.455388,0.336820,0.237135,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8332
+381,stage2_agent,0.446807,0.331125,0.231364,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2517
+382,stage2_agent,0.439176,0.325468,0.227415,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0357
+383,stage2_agent,0.449324,0.332647,0.233353,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.5451
+384,stage2_agent,0.456612,0.337429,0.238365,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7566
+385,stage2_agent,0.450352,0.333282,0.234138,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7258
+386,stage2_agent,0.451431,0.333037,0.236788,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0128
+387,stage2_agent,0.459406,0.339186,0.240439,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2826
+388,stage2_agent,0.452148,0.334519,0.235258,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3452
+389,stage2_agent,0.453822,0.336653,0.234337,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8070
+390,stage2_agent,0.453554,0.335501,0.236107,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6899
+391,stage2_agent,0.457358,0.337217,0.240284,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.0018
+392,stage2_agent,0.447021,0.331183,0.231676,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9586
+393,stage2_agent,0.448964,0.330993,0.235942,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2828
+394,stage2_agent,0.454189,0.336998,0.234383,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6693
+395,stage2_agent,0.455561,0.336475,0.238173,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2254
+396,stage2_agent,0.457079,0.337359,0.239439,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8711
+397,stage2_agent,0.449596,0.331824,0.235543,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.5908
+398,stage2_agent,0.451130,0.333346,0.235568,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8794
+399,stage2_agent,0.450416,0.332305,0.236222,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.6530
+400,stage2_agent,0.439721,0.324408,0.230626,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8733
+401,stage2_agent,0.449104,0.332277,0.233655,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2262
+402,stage2_agent,0.454240,0.336657,0.235166,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8984
+403,stage2_agent,0.447581,0.330504,0.234154,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3888
+404,stage2_agent,0.443806,0.328046,0.231519,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7962
+405,stage2_agent,0.447562,0.331631,0.231862,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8457
+406,stage2_agent,0.438404,0.323677,0.229453,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9861
+407,stage2_agent,0.450324,0.333273,0.234102,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9465
+408,stage2_agent,0.450124,0.333471,0.233305,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3126
+409,stage2_agent,0.445263,0.329249,0.232029,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7201
+410,stage2_agent,0.442032,0.326993,0.230078,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0837
+411,stage2_agent,0.447853,0.330210,0.235286,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0857
+412,stage2_agent,0.456582,0.338424,0.236316,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5199
+413,stage2_agent,0.449490,0.334063,0.230854,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8680
+414,stage2_agent,0.445003,0.329243,0.231520,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1705
+415,stage2_agent,0.450185,0.332257,0.235856,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6790
+416,stage2_agent,0.443241,0.327587,0.231307,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.5743
+417,stage2_agent,0.440190,0.325404,0.229573,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7538
+418,stage2_agent,0.443652,0.328676,0.229952,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0641
+419,stage2_agent,0.457975,0.340044,0.235863,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0984
+420,stage2_agent,0.460453,0.339886,0.241135,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8288
+421,stage2_agent,0.453308,0.335333,0.235949,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8801
+422,stage2_agent,0.436631,0.322531,0.228200,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0155
+423,stage2_agent,0.456417,0.335619,0.241595,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6411
+424,stage2_agent,0.455596,0.336332,0.238528,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8447
+425,stage2_agent,0.456389,0.338454,0.235870,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0699
+426,stage2_agent,0.442656,0.327973,0.229366,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2873
+427,stage2_agent,0.451476,0.334510,0.233932,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2212
+428,stage2_agent,0.446693,0.329929,0.233527,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2201
+429,stage2_agent,0.439291,0.324725,0.229132,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1810
+430,stage2_agent,0.455489,0.336544,0.237890,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3267
+431,stage2_agent,0.445067,0.329302,0.231529,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9686
+432,stage2_agent,0.451014,0.333283,0.235461,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.4727
+433,stage2_agent,0.446895,0.330516,0.232759,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7595
+434,stage2_agent,0.440213,0.324425,0.231576,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.8974
+435,stage2_agent,0.447021,0.329667,0.234709,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1415
+436,stage2_agent,0.446079,0.331465,0.229229,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9692
+437,stage2_agent,0.456769,0.338254,0.237032,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3139
+438,stage2_agent,0.450324,0.333207,0.234234,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8222
+439,stage2_agent,0.442546,0.326206,0.232680,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0752
+440,stage2_agent,0.443199,0.327231,0.231937,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7249
+441,stage2_agent,0.449091,0.333391,0.231399,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2758
+442,stage2_agent,0.450624,0.333186,0.234877,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2288
+443,stage2_agent,0.459456,0.339058,0.240796,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7819
+444,stage2_agent,0.451697,0.333731,0.235933,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2401
+445,stage2_agent,0.453631,0.335421,0.236419,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8156
+446,stage2_agent,0.449944,0.332456,0.234976,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5246
+447,stage2_agent,0.452530,0.334918,0.235224,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9034
+448,stage2_agent,0.442076,0.328159,0.227835,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7567
+449,stage2_agent,0.439363,0.325393,0.227940,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7541
+450,stage2_agent,0.464521,0.344235,0.240571,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9634
+451,stage3_interaction,0.457122,0.334835,0.244574,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0250
+452,stage3_interaction,0.444118,0.324293,0.239650,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1959
+453,stage3_interaction,0.461766,0.340894,0.241744,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2175
+454,stage3_interaction,0.449121,0.329908,0.238426,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8763
+455,stage3_interaction,0.460081,0.338517,0.243129,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3632
+456,stage3_interaction,0.456349,0.336312,0.240074,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9976
+457,stage3_interaction,0.445763,0.328341,0.234842,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6553
+458,stage3_interaction,0.446743,0.329688,0.234110,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2699
+459,stage3_interaction,0.444207,0.325758,0.236897,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1821
+460,stage3_interaction,0.447307,0.329507,0.235599,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,3.2767
+461,stage3_interaction,0.449619,0.332538,0.234161,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2833
+462,stage3_interaction,0.454885,0.335565,0.238639,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7941
+463,stage3_interaction,0.446530,0.327628,0.237805,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.4547
+464,stage3_interaction,0.455030,0.334587,0.240886,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.1978
+465,stage3_interaction,0.464136,0.341039,0.246194,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0275
+466,stage3_interaction,0.446188,0.327940,0.236495,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5588
+467,stage3_interaction,0.453722,0.333303,0.240838,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2503
+468,stage3_interaction,0.447312,0.328996,0.236631,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1828
+469,stage3_interaction,0.447967,0.330004,0.235925,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8500
+470,stage3_interaction,0.445760,0.329840,0.231839,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5736
+471,stage3_interaction,0.451033,0.330991,0.240083,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1873
+472,stage3_interaction,0.452822,0.332963,0.239717,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,3.5107
+473,stage3_interaction,0.442230,0.325420,0.233620,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1980
+474,stage3_interaction,0.444846,0.327886,0.233920,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7256
+475,stage3_interaction,0.448062,0.329493,0.237139,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3244
+476,stage3_interaction,0.437271,0.321338,0.231865,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9926
+477,stage3_interaction,0.440171,0.323480,0.233383,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6310
+478,stage3_interaction,0.438679,0.323357,0.230643,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1621
+479,stage3_interaction,0.448958,0.331312,0.235292,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7555
+480,stage3_interaction,0.451248,0.331782,0.238932,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2205
+481,stage3_interaction,0.456120,0.335912,0.240416,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9706
+482,stage3_interaction,0.446896,0.326845,0.240101,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8254
+483,stage3_interaction,0.445796,0.328235,0.235122,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1573
+484,stage3_interaction,0.439823,0.325332,0.228981,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9984
+485,stage3_interaction,0.437313,0.321153,0.232320,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5869
+486,stage3_interaction,0.448204,0.329395,0.237617,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7139
+487,stage3_interaction,0.432140,0.317756,0.228767,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3501
+488,stage3_interaction,0.446476,0.327420,0.238111,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4043
+489,stage3_interaction,0.457365,0.335840,0.243050,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9626
+490,stage3_interaction,0.438977,0.323855,0.230244,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6776
+491,stage3_interaction,0.445441,0.327810,0.235262,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8735
+492,stage3_interaction,0.442855,0.325712,0.234288,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7182
+493,stage3_interaction,0.454335,0.332906,0.242858,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1814
+494,stage3_interaction,0.453744,0.332400,0.242688,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2050
+495,stage3_interaction,0.448530,0.329036,0.238989,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8803
+496,stage3_interaction,0.436100,0.321889,0.228421,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9755
+497,stage3_interaction,0.445908,0.326610,0.238595,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0656
+498,stage3_interaction,0.438284,0.322738,0.231092,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2700
+499,stage3_interaction,0.434860,0.320262,0.229196,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8652
+500,stage3_interaction,0.442762,0.324467,0.236589,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0079
+501,stage3_interaction,0.440300,0.322976,0.234648,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7916
+502,stage3_interaction,0.447921,0.330274,0.235295,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7411
+503,stage3_interaction,0.455584,0.334289,0.242590,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0874
+504,stage3_interaction,0.461270,0.340124,0.242291,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7901
+505,stage3_interaction,0.429420,0.315714,0.227412,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8796
+506,stage3_interaction,0.442314,0.325159,0.234311,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0629
+507,stage3_interaction,0.460099,0.338754,0.242690,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2152
+508,stage3_interaction,0.441833,0.325262,0.233143,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.6055
+509,stage3_interaction,0.439594,0.323350,0.232489,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3405
+510,stage3_interaction,0.445397,0.328494,0.233808,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9172
+511,stage3_interaction,0.439009,0.323825,0.230369,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6639
+512,stage3_interaction,0.443841,0.327249,0.233184,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1158
+513,stage3_interaction,0.451348,0.333146,0.236404,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6708
+514,stage3_interaction,0.447888,0.329452,0.236871,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7700
+515,stage3_interaction,0.458850,0.337306,0.243087,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.3382
+516,stage3_interaction,0.440024,0.324858,0.230332,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6774
+517,stage3_interaction,0.451691,0.331553,0.240278,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9068
+518,stage3_interaction,0.452107,0.332536,0.239143,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2561
+519,stage3_interaction,0.438574,0.323493,0.230161,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1161
+520,stage3_interaction,0.444554,0.327978,0.233150,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.1753
+521,stage3_interaction,0.442728,0.327538,0.230380,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8876
+522,stage3_interaction,0.438028,0.323603,0.228851,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3861
+523,stage3_interaction,0.445932,0.328083,0.235698,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9499
+524,stage3_interaction,0.441530,0.323890,0.235280,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9460
+525,stage3_interaction,0.444879,0.329374,0.231010,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9698
+526,stage3_interaction,0.461286,0.339721,0.243131,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0685
+527,stage3_interaction,0.435531,0.320457,0.230148,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1126
+528,stage3_interaction,0.438818,0.322210,0.233216,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7422
+529,stage3_interaction,0.437129,0.322119,0.230020,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7886
+530,stage3_interaction,0.434488,0.321079,0.226818,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8912
+531,stage3_interaction,0.441597,0.325187,0.232820,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9200
+532,stage3_interaction,0.437747,0.322491,0.230511,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1621
+533,stage3_interaction,0.436725,0.322637,0.228175,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0852
+534,stage3_interaction,0.437652,0.322435,0.230433,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9245
+535,stage3_interaction,0.440047,0.323754,0.232586,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7162
+536,stage3_interaction,0.436274,0.320143,0.232261,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6797
+537,stage3_interaction,0.452567,0.333030,0.239073,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0506
+538,stage3_interaction,0.442789,0.323848,0.237881,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0528
+539,stage3_interaction,0.448086,0.330538,0.235096,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7885
+540,stage3_interaction,0.460555,0.338647,0.243816,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8415
+541,stage3_interaction,0.451838,0.331662,0.240352,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6823
+542,stage3_interaction,0.442052,0.324692,0.234719,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4765
+543,stage3_interaction,0.444194,0.326789,0.234810,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9756
+544,stage3_interaction,0.442139,0.325428,0.233421,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1642
+545,stage3_interaction,0.438960,0.324142,0.229637,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8764
+546,stage3_interaction,0.440498,0.324433,0.232130,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9404
+547,stage3_interaction,0.441305,0.324642,0.233325,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2835
+548,stage3_interaction,0.444796,0.328821,0.231950,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8064
+549,stage3_interaction,0.452686,0.332151,0.241070,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0103
+550,stage3_interaction,0.437790,0.322725,0.230129,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9169
+551,stage3_interaction,0.446465,0.328981,0.234968,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8133
+552,stage3_interaction,0.446249,0.330012,0.232473,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.3530
+553,stage3_interaction,0.444486,0.327737,0.233497,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7478
+554,stage3_interaction,0.440750,0.326469,0.228562,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9719
+555,stage3_interaction,0.437485,0.321598,0.231775,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9902
+556,stage3_interaction,0.440169,0.323498,0.233342,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9914
+557,stage3_interaction,0.433511,0.318553,0.229916,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2948
+558,stage3_interaction,0.439288,0.323475,0.231626,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0842
+559,stage3_interaction,0.447927,0.329488,0.236877,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1325
+560,stage3_interaction,0.451898,0.333199,0.237400,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5364
+561,stage3_interaction,0.448042,0.329627,0.236830,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9233
+562,stage3_interaction,0.436620,0.322577,0.228086,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7249
+563,stage3_interaction,0.443350,0.327024,0.232651,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0392
+564,stage3_interaction,0.455325,0.334917,0.240816,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0221
+565,stage3_interaction,0.434257,0.319265,0.229984,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3177
+566,stage3_interaction,0.434187,0.320134,0.228105,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.6264
+567,stage3_interaction,0.433196,0.319210,0.227972,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8342
+568,stage3_interaction,0.439294,0.324269,0.230050,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.5248
+569,stage3_interaction,0.450873,0.332070,0.237606,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1741
+570,stage3_interaction,0.450095,0.330475,0.239240,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3029
+571,stage3_interaction,0.448408,0.331998,0.232819,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0742
+572,stage3_interaction,0.437583,0.322803,0.229560,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8433
+573,stage3_interaction,0.441670,0.325265,0.232811,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1530
+574,stage3_interaction,0.443084,0.326955,0.232259,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9905
+575,stage3_interaction,0.438271,0.323349,0.229846,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1202
+576,stage3_interaction,0.440090,0.323876,0.232429,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4661
+577,stage3_interaction,0.438149,0.323606,0.229086,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9395
+578,stage3_interaction,0.437237,0.321466,0.231542,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1001
+579,stage3_interaction,0.440070,0.324887,0.230366,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.0575
+580,stage3_interaction,0.439352,0.322364,0.233976,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8441
+581,stage3_interaction,0.451858,0.332320,0.239076,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7258
+582,stage3_interaction,0.445152,0.329384,0.231536,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8590
+583,stage3_interaction,0.452588,0.333220,0.238738,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2554
+584,stage3_interaction,0.441387,0.325844,0.231086,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9237
+585,stage3_interaction,0.448843,0.329600,0.238486,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.9383
+586,stage3_interaction,0.447794,0.329927,0.235733,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1483
+587,stage3_interaction,0.443218,0.326739,0.232958,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3177
+588,stage3_interaction,0.439940,0.323996,0.231888,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7572
+589,stage3_interaction,0.439381,0.323496,0.231769,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.8541
+590,stage3_interaction,0.442083,0.325674,0.232819,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7609
+591,stage3_interaction,0.447371,0.329657,0.235428,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8971
+592,stage3_interaction,0.448133,0.329636,0.236994,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6952
+593,stage3_interaction,0.445713,0.327634,0.236156,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8815
+594,stage3_interaction,0.439833,0.324324,0.231017,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1302
+595,stage3_interaction,0.446084,0.328354,0.235461,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.8968
+596,stage3_interaction,0.449828,0.330023,0.239611,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6768
+597,stage3_interaction,0.448792,0.329634,0.238316,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7060
+598,stage3_interaction,0.451328,0.331244,0.240168,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.7299
+599,stage3_interaction,0.441315,0.326281,0.230068,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3140
+600,stage3_interaction,0.436742,0.322296,0.228891,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0296
+601,stage3_interaction,0.455515,0.335875,0.239280,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7758
+602,stage3_interaction,0.452816,0.332888,0.239856,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3696
+603,stage3_interaction,0.437333,0.323688,0.227291,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4181
+604,stage3_interaction,0.433968,0.318796,0.230345,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9157
+605,stage3_interaction,0.444792,0.327542,0.234500,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7641
+606,stage3_interaction,0.438177,0.323278,0.229798,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.6822
+607,stage3_interaction,0.444519,0.327339,0.234359,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.3834
+608,stage3_interaction,0.433602,0.319658,0.227888,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1734
+609,stage3_interaction,0.447715,0.331200,0.233030,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.9213
+610,stage3_interaction,0.447522,0.328417,0.238209,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.4382
+611,stage3_interaction,0.455537,0.335337,0.240400,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,2.5055
+612,stage3_interaction,0.439663,0.323531,0.232264,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7749
+613,stage3_interaction,0.434795,0.319587,0.230415,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1103
+614,stage3_interaction,0.442573,0.326280,0.232587,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0864
+615,stage3_interaction,0.435353,0.321535,0.227636,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0498
+616,stage3_interaction,0.450199,0.331558,0.237282,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.0029
+617,stage3_interaction,0.433257,0.318854,0.228807,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.2159
+618,stage3_interaction,0.443933,0.326530,0.234806,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,1.1428
+619,stage3_interaction,0.432221,0.317749,0.228945,0.000000,0.000000,0.000000,0.000000,0.000000,5.00e-05,0.7381