diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_df_train.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..379ef010feaabeabc75937dcbc8f4140a10bee1e --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_df_train.csv @@ -0,0 +1,669 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +160.0,160.0,-0.023741357,294.11765,10000.0,34.0,625.0,,128.0,0.0002497952,0.1,2.8364096 +192.5,176.25,-0.020820178,476.1905,20000.0,42.0,1250.0,,288.0,0.0002495392,0.1,2.7985795 +224.86487,192.45496,-0.017067837,625.0,30000.0,48.0,1875.0,,448.0,0.0002492832,0.1,2.7491357 +231.8,202.29121,-0.017552122,714.2857,40000.0,56.0,2500.0,,608.0,0.0002490272,0.1,2.7184467 +268.50748,215.53447,-0.017958328,757.57574,50000.0,66.0,3125.0,,768.0,0.0002487712,0.1,2.6222444 +271.82925,224.91693,-0.009730756,800.0,60000.0,75.0,3750.0,,928.0,0.0002485152,0.1,2.6106176 +268.6598,231.16591,-0.0077621327,823.5294,70000.0,85.0,4375.0,,1088.0,0.0002482592,0.1,2.4940195 +277.7,236.98267,7.151847e-05,851.06384,80000.0,94.0,5000.0,,1248.0,0.0002480032,0.1,2.5035274 +316.0,245.76237,0.002062872,873.78644,90000.0,103.0,5625.0,,1376.0,0.0002477984,0.1,2.4626467 +328.7,254.05612,-0.0007291102,884.95575,100000.0,113.0,6250.0,,1536.0,0.0002475424,0.1,2.4546056 +344.0,262.23285,0.0015805318,894.30896,110000.0,123.0,6875.0,,1696.0,0.0002472864,0.1,2.2506843 +337.3,268.48843,0.0144106075,902.2556,120000.0,133.0,7500.0,,1856.0,0.0002470304,0.1,2.304137 +348.5,274.6432,0.020779729,915.493,130000.0,142.0,8125.0,,2016.0,0.0002467744,0.1,2.2875233 +372.0,281.59723,0.011806158,921.0526,140000.0,152.0,8750.0,,2176.0,0.0002465184,0.1,2.2135468 +357.2,286.63742,-0.0002610779,931.677,150000.0,161.0,9375.0,,2336.0,0.0002462624,0.1,2.31172 +358.0,291.0976,0.016335307,935.6725,160000.0,171.0,10000.0,,2496.0,0.0002460064,0.1,2.2684312 +358.0,295.03302,0.034724228,944.44446,170000.0,180.0,10625.0,,2656.0,0.0002457504,0.1,2.0121856 +366.8,299.02008,0.022912715,952.381,180000.0,189.0,11250.0,,2784.0,0.0002455456,0.1,2.1250937 +373.9,302.96112,0.019429788,959.59595,190000.0,198.0,11875.0,,2944.0,0.0002452896,0.1,2.0897682 +389.5,307.28806,0.021713082,961.53845,200000.0,208.0,12500.0,,3104.0,0.0002450336,0.1,2.1179519 +397.0,311.56006,0.020656198,972.2222,210000.0,216.0,13125.0,,3264.0,0.0002447776,0.1,2.1178977 +410.5,316.05734,0.010162731,973.45135,220000.0,226.0,13750.0,,3424.0,0.0002445216,0.1,2.1513762 +420.5,320.59833,0.03183256,978.7234,230000.0,235.0,14375.0,,3584.0,0.0002442656,0.1,2.0119383 +422.9,324.8609,0.051992666,971.6599,240000.0,247.0,15000.0,,3744.0,0.0002440096,0.1,1.9922025 +431.8,329.1385,0.04849024,976.5625,250000.0,256.0,15625.0,,3904.0,0.0002437536,0.1,2.0018559 +417.0,332.51776,0.06960757,984.8485,260000.0,264.0,16250.0,,4032.0,0.0002435488,0.1,1.8607641 +406.0,335.23932,0.041050334,989.011,270000.0,273.0,16875.0,,4192.0,0.0002432928,0.1,1.8652995 +430.8,338.6522,0.043402858,992.9078,280000.0,282.0,17500.0,,4352.0,0.0002430368,0.1,1.9472814 +428.3,341.7435,0.04628183,996.5636,290000.0,291.0,18125.0,,4512.0,0.0002427808,0.1,1.9249321 +424.5,344.50204,0.062284544,996.67773,300000.0,301.0,18750.0,,4672.0,0.0002425248,0.1,1.9181778 +425.2,347.10522,0.06382822,996.78455,310000.0,311.0,19375.0,,4832.0,0.0002422688,0.1,2.009689 +436.8,349.90817,0.079220265,996.88477,320000.0,321.0,20000.0,,4992.0,0.0002420128,0.1,1.8060352 +437.3,352.5564,0.048419908,996.9789,330000.0,331.0,20625.0,,5152.0,0.0002417568,0.1,1.9016975 +427.2,354.7518,0.081508264,1000.0,340000.0,340.0,21250.0,,5312.0,0.0002415008,0.1,1.9394932 +445.6,357.34747,0.056606147,1002.86536,350000.0,349.0,21875.0,,5440.0,0.000241296,0.1,1.8660849 +451.1,359.9517,0.07044028,1005.5866,360000.0,358.0,22500.0,,5600.0,0.00024104,0.1,1.7314086 +470.1,362.92865,0.07156322,1005.43475,370000.0,368.0,23125.0,,5760.0,0.000240784,0.1,1.6982465 +479.3,365.99106,0.06556906,1007.9576,380000.0,377.0,23750.0,,5920.0,0.000240528,0.1,1.6727903 +504.6,369.54514,0.076772794,1005.15466,390000.0,388.0,24375.0,,6080.0,0.000240272,0.1,1.6109352 +521.9,373.35403,0.06387138,1007.5567,400000.0,397.0,25000.0,,6240.0,0.000240016,0.1,1.6758529 +535.0,377.2966,0.06726448,1007.37103,410000.0,407.0,25625.0,,6400.0,0.00023976,0.1,1.6400597 +552.5,381.4681,0.15783818,1009.61536,420000.0,416.0,26250.0,,6560.0,0.000239504,0.1,1.6461296 +552.3,385.44095,0.085906565,1011.7647,430000.0,425.0,26875.0,,6688.0,0.0002392992,0.1,1.6852319 +552.9,389.24686,0.08300522,1013.8249,440000.0,434.0,27500.0,,6848.0,0.0002390432,0.1,1.60889 +558.8,393.0147,0.078557275,1013.5135,450000.0,444.0,28125.0,,7008.0,0.0002387872,0.1,1.7473468 +558.2,396.60568,0.09519895,1015.4525,460000.0,453.0,28750.0,,7168.0,0.0002385312,0.1,1.6497291 +555.4,399.98428,0.07320719,1017.31604,470000.0,462.0,29375.0,,7328.0,0.0002382752,0.1,1.7113404 +554.0,403.1929,0.11558217,1016.94916,480000.0,472.0,30000.0,,7488.0,0.0002380192,0.1,1.6167247 +554.8,406.28696,0.08863196,1018.711,490000.0,481.0,30625.0,,7648.0,0.0002377632,0.1,1.5947796 +557.0,409.3012,0.042279538,1022.4949,500000.0,489.0,31250.0,,7808.0,0.0002375072,0.1,1.5797975 +560.3,412.262,0.16293882,1020.0,510000.0,500.0,31875.0,,7968.0,0.0002372512,0.1,1.6676439 +560.7,415.11655,0.16840962,1021.611,520000.0,509.0,32500.0,,8096.0,0.0002370464,0.1,1.5560297 +557.8,417.80872,0.14718445,1021.1946,530000.0,519.0,33125.0,,8256.0,0.0002367904,0.1,1.5874248 +557.0,420.38632,0.1352748,1020.79395,540000.0,529.0,33750.0,,8416.0,0.0002365344,0.1,1.6459458 +567.4,423.0593,0.11504782,1022.3048,550000.0,538.0,34375.0,,8576.0,0.0002362784,0.1,1.5902848 +569.0,425.66534,0.11280248,1020.03644,560000.0,549.0,35000.0,,8736.0,0.0002360224,0.1,1.4616616 +568.8,428.1765,0.13708125,1021.5054,570000.0,558.0,35625.0,,8896.0,0.0002357664,0.1,1.5165123 +574.1,430.6924,0.13345677,1021.1268,580000.0,568.0,36250.0,,9056.0,0.0002355104,0.1,1.4657035 +588.0,433.35864,0.062679276,1022.53033,590000.0,577.0,36875.0,,9216.0,0.0002352544,0.1,1.5856259 +595.2,436.056,0.09346489,1023.8908,600000.0,586.0,37500.0,,9344.0,0.0002350496,0.1,1.5551475 +588.5,438.55508,0.11596863,1025.2101,610000.0,595.0,38125.0,,9504.0,0.0002347936,0.1,1.5198677 +594.1,441.06384,0.14047407,1024.7933,620000.0,605.0,38750.0,,9664.0,0.0002345376,0.1,1.6594625 +600.0,443.58664,0.10140775,1026.0586,630000.0,614.0,39375.0,,9824.0,0.0002342816,0.1,1.4055886 +606.5,446.1322,0.09433418,1027.2874,640000.0,623.0,40000.0,,9984.0,0.0002340256,0.1,1.3678777 +594.5,448.4148,0.17944384,1028.481,650000.0,632.0,40625.0,,10144.0,0.0002337696,0.1,1.5015469 +601.3,450.73123,0.17310725,1028.0374,660000.0,642.0,41250.0,,10304.0,0.0002335136,0.1,1.5878646 +602.0,452.98898,0.124779135,1027.6074,670000.0,652.0,41875.0,,10464.0,0.0002332576,0.1,1.566314 +608.7,455.27884,0.13620815,1028.7444,680000.0,661.0,42500.0,,10624.0,0.0002330016,0.1,1.570637 +606.9,457.47626,0.13354702,1031.3901,690000.0,669.0,43125.0,,10752.0,0.0002327968,0.1,1.5240333 +614.3,459.7166,0.0993545,1032.4484,700000.0,678.0,43750.0,,10912.0,0.0002325408,0.1,1.3214285 +623.1,462.01776,0.14714164,1033.4789,710000.0,687.0,44375.0,,11072.0,0.0002322848,0.1,1.430628 +622.7,464.24945,0.08004309,1034.4828,720000.0,696.0,45000.0,,11232.0,0.0002320288,0.1,1.409611 +625.3,466.45563,0.15257849,1035.4609,730000.0,705.0,45625.0,,11392.0,0.0002317728,0.1,1.3834515 +623.3,468.57516,0.06829751,1036.4146,740000.0,714.0,46250.0,,11552.0,0.0002315168,0.1,1.5983729 +625.4,470.66614,0.15630719,1037.3444,750000.0,723.0,46875.0,,11712.0,0.0002312608,0.1,1.4027493 +619.4,472.62314,0.14218058,1038.2513,760000.0,732.0,47500.0,,11872.0,0.0002310048,0.1,1.397346 +614.7,474.4683,0.1315051,1040.5405,770000.0,740.0,48125.0,,12000.0,0.0002308,0.1,1.3665992 +615.3,476.27383,0.15530501,1041.3885,780000.0,749.0,48750.0,,12160.0,0.000230544,0.1,1.2523439 +619.2,478.083,0.10172828,1042.2163,790000.0,758.0,49375.0,,12320.0,0.000230288,0.1,1.3143191 +626.7,479.94077,0.088190615,1043.0248,800000.0,767.0,50000.0,,12480.0,0.000230032,0.1,1.5081756 +628.3,481.77237,0.12912013,1043.8145,810000.0,776.0,50625.0,,12640.0,0.000229776,0.1,1.3696681 +640.3,483.70566,0.10462734,1044.5859,820000.0,785.0,51250.0,,12800.0,0.00022952,0.1,1.5831633 +642.5,485.61884,0.11977262,1042.7136,830000.0,796.0,51875.0,,12960.0,0.000229264,0.1,1.4896797 +638.7,487.44122,0.07942427,1040.8922,840000.0,807.0,52500.0,,13120.0,0.000229008,0.1,1.4060619 +641.0,489.2478,0.13607123,1040.3917,850000.0,817.0,53125.0,,13280.0,0.000228752,0.1,1.4349383 +633.7,490.92746,0.16105105,1042.4242,860000.0,825.0,53750.0,,13408.0,0.0002285472,0.1,1.272809 +619.2,492.40186,0.08213672,1041.9161,870000.0,835.0,54375.0,,13568.0,0.0002282912,0.1,1.3081274 +618.6,493.83594,0.11878201,1042.654,880000.0,844.0,55000.0,,13728.0,0.0002280352,0.1,1.5142162 +619.2,495.2445,0.13040167,1043.3763,890000.0,853.0,55625.0,,13888.0,0.0002277792,0.1,1.4479668 +624.0,496.67514,0.088192314,1042.8737,900000.0,863.0,56250.0,,14048.0,0.0002275232,0.1,1.5584768 +624.3,498.0776,0.111722045,1042.3826,910000.0,873.0,56875.0,,14208.0,0.0002272672,0.1,1.4801645 +620.3,499.40613,0.106012896,1043.0839,920000.0,882.0,57500.0,,14368.0,0.0002270112,0.1,1.4605329 +631.1,500.8222,0.10690075,1043.771,930000.0,891.0,58125.0,,14528.0,0.0002267552,0.1,1.5491743 +637.7,502.27835,0.134067,1044.4445,940000.0,900.0,58750.0,,14656.0,0.0002265504,0.1,1.5490875 +633.0,503.65436,0.06484501,1046.2555,950000.0,908.0,59375.0,,14816.0,0.0002262944,0.1,1.2617447 +627.1,504.94022,0.14437401,1046.8921,960000.0,917.0,60000.0,,14976.0,0.0002260384,0.1,1.2447803 +631.3,506.24292,0.107200705,1046.3862,970000.0,927.0,60625.0,,15136.0,0.0002257824,0.1,1.279701 +630.1,507.50677,0.13485669,1047.0085,980000.0,936.0,61250.0,,15296.0,0.0002255264,0.1,1.3493959 +633.2,508.7764,0.13650928,1047.619,990000.0,945.0,61875.0,,15456.0,0.0002252704,0.1,1.3017149 +634.3,510.03165,0.124086514,1048.218,1000000.0,954.0,62500.0,,15616.0,0.0002250144,0.1,1.3319454 +647.2,514.9036,0.18013626,1047.7179,1010000.0,964.0,63125.0,,15776.0,0.0002247584,0.1,1.3429658 +648.3,519.4617,0.072231285,1048.3042,1020000.0,973.0,63750.0,,15936.0,0.0002245024,0.1,1.1907854 +644.7,523.66,0.13537852,1049.949,1030000.0,981.0,64375.0,,16064.0,0.0002242976,0.1,1.2888993 +647.6,527.818,0.18284342,1049.445,1040000.0,991.0,65000.0,,16224.0,0.0002240416,0.1,1.1799662 +656.0,531.69293,0.1530934,1047.9042,1050000.0,1002.0,65625.0,,16384.0,0.0002237856,0.1,1.509588 +658.5,535.55963,0.1320319,1048.4669,1060000.0,1011.0,66250.0,,16544.0,0.0002235296,0.1,1.3369504 +669.5,539.56805,0.12531652,1049.0197,1070000.0,1020.0,66875.0,,16704.0,0.0002232736,0.1,1.4773291 +672.5,543.516,0.19806185,1048.5437,1080000.0,1030.0,67500.0,,16864.0,0.0002230176,0.1,1.4261317 +667.0,547.026,0.16745314,1049.0857,1090000.0,1039.0,68125.0,,17024.0,0.0002227616,0.1,1.3317099 +668.1,550.42004,0.13965648,1048.6177,1100000.0,1049.0,68750.0,,17184.0,0.0002225056,0.1,1.3674453 +667.4,553.654,0.16500877,1050.142,1110000.0,1057.0,69375.0,,17312.0,0.0002223008,0.1,1.2508916 +663.6,556.91705,0.1015078,1049.672,1120000.0,1067.0,70000.0,,17472.0,0.0002220448,0.1,1.3174053 +662.8,560.06006,0.17870706,1050.1859,1130000.0,1076.0,70625.0,,17632.0,0.0002217888,0.1,1.2945455 +655.7,562.89703,0.15599193,1049.7238,1140000.0,1086.0,71250.0,,17792.0,0.0002215328,0.1,1.425404 +666.3,565.98804,0.16712804,1050.2283,1150000.0,1095.0,71875.0,,17952.0,0.0002212768,0.1,1.3396344 +670.6,569.114,0.11491787,1050.7246,1160000.0,1104.0,72500.0,,18112.0,0.0002210208,0.1,1.4458642 +667.3,572.20703,0.115470834,1051.2129,1170000.0,1113.0,73125.0,,18272.0,0.0002207648,0.1,1.4224753 +668.4,575.223,0.1396009,1050.757,1180000.0,1123.0,73750.0,,18432.0,0.0002205088,0.1,1.3524964 +675.7,578.241,0.1937604,1050.309,1190000.0,1133.0,74375.0,,18592.0,0.0002202528,0.1,1.3580372 +680.3,581.14905,0.09291721,1051.709,1200000.0,1141.0,75000.0,,18720.0,0.000220048,0.1,1.4788976 +676.1,583.94,0.13993514,1052.174,1210000.0,1150.0,75625.0,,18880.0,0.000219792,0.1,1.5085154 +680.5,586.64,0.1318847,1052.6316,1220000.0,1159.0,76250.0,,19040.0,0.000219536,0.1,1.4066168 +679.8,589.23303,0.16496678,1052.1814,1230000.0,1169.0,76875.0,,19200.0,0.00021928,0.1,1.4567184 +683.3,591.83704,0.12354788,1051.7388,1240000.0,1179.0,77500.0,,19360.0,0.000219024,0.1,1.4035832 +682.3,594.34204,0.08026089,1053.075,1250000.0,1187.0,78125.0,,19520.0,0.000218768,0.1,1.521837 +683.1,597.00305,0.07496877,1053.5117,1260000.0,1196.0,78750.0,,19680.0,0.000218512,0.1,1.5620434 +687.8,599.82104,0.11705728,1053.068,1270000.0,1206.0,79375.0,,19840.0,0.000218256,0.1,1.613898 +687.5,602.38806,0.06730631,1053.4979,1280000.0,1215.0,80000.0,,20000.0,0.000218,0.1,1.5981588 +684.9,604.95404,0.098425105,1053.0613,1290000.0,1225.0,80625.0,,20128.0,0.0002177952,0.1,1.3298035 +692.2,607.631,0.12010523,1053.4846,1300000.0,1234.0,81250.0,,20288.0,0.0002175392,0.1,1.5958202 +693.5,610.31396,0.09759598,1053.0547,1310000.0,1244.0,81875.0,,20448.0,0.0002172832,0.1,1.3354971 +695.4,612.89996,0.11822654,1053.4717,1320000.0,1253.0,82500.0,,20608.0,0.0002170272,0.1,1.4705617 +697.1,615.498,0.14070155,1053.8827,1330000.0,1262.0,83125.0,,20768.0,0.0002167712,0.1,1.4780165 +700.6,618.232,0.085464455,1054.288,1340000.0,1271.0,83750.0,,20928.0,0.0002165152,0.1,1.687392 +699.1,620.767,0.11215658,1055.5121,1350000.0,1279.0,84375.0,,21088.0,0.0002162592,0.1,1.5934033 +694.7,623.203,0.10721625,1055.0814,1360000.0,1289.0,85000.0,,21248.0,0.0002160032,0.1,1.7921505 +693.6,625.438,0.17813182,1056.2837,1370000.0,1297.0,85625.0,,21376.0,0.0002157984,0.1,1.400584 +684.5,627.49005,0.1308555,1055.8531,1380000.0,1307.0,86250.0,,21536.0,0.0002155424,0.1,1.3570776 +687.4,629.318,0.16009036,1056.231,1390000.0,1316.0,86875.0,,21696.0,0.0002152864,0.1,1.5466828 +696.4,631.063,0.13844506,1056.6038,1400000.0,1325.0,87500.0,,21856.0,0.0002150304,0.1,1.499675 +707.5,632.78796,0.18210398,1056.9716,1410000.0,1334.0,88125.0,,22016.0,0.0002147744,0.1,1.3783906 +709.8,634.36096,0.13214894,1056.5476,1420000.0,1344.0,88750.0,,22176.0,0.0002145184,0.1,1.5806732 +716.2,636.0,0.11626112,1056.9105,1430000.0,1353.0,89375.0,,22336.0,0.0002142624,0.1,1.5176306 +729.7,637.768,0.12789626,1056.493,1440000.0,1363.0,90000.0,,22496.0,0.0002140064,0.1,1.722311 +741.6,639.59595,0.17643261,1056.8513,1450000.0,1372.0,90625.0,,22656.0,0.0002137504,0.1,1.4403493 +750.6,641.52,0.113146596,1057.9711,1460000.0,1380.0,91250.0,,22784.0,0.0002135456,0.1,1.3926466 +749.1,643.4571,0.09981961,1058.3153,1470000.0,1389.0,91875.0,,22944.0,0.0002132896,0.1,1.3451446 +744.5,645.36206,0.08066975,1057.8986,1480000.0,1399.0,92500.0,,23104.0,0.0002130336,0.1,1.3946841 +752.1,647.3351,0.12891975,1058.2386,1490000.0,1408.0,93125.0,,23264.0,0.0002127776,0.1,1.2433559 +746.9,649.234,0.1045253,1058.5745,1500000.0,1417.0,93750.0,,23424.0,0.0002125216,0.1,1.5595738 +741.9,651.05,0.06330532,1058.164,1510000.0,1427.0,94375.0,,23584.0,0.0002122656,0.1,1.6359795 +731.5,652.758,0.20938066,1058.4958,1520000.0,1436.0,95000.0,,23744.0,0.0002120096,0.1,1.6778162 +735.1,654.531,0.13942845,1057.3601,1530000.0,1447.0,95625.0,,23904.0,0.0002117536,0.1,1.552268 +740.7,656.36804,0.12268082,1057.6923,1540000.0,1456.0,96250.0,,24032.0,0.0002115488,0.1,1.6570244 +722.0,657.91406,0.12252704,1057.2988,1550000.0,1466.0,96875.0,,24192.0,0.0002112928,0.1,1.3861327 +698.3,659.20703,0.074630186,1057.6271,1560000.0,1475.0,97500.0,,24352.0,0.0002110368,0.1,1.4097686 +702.9,660.548,0.04051737,1057.239,1570000.0,1485.0,98125.0,,24512.0,0.0002107808,0.1,1.342244 +700.2,661.80896,0.13166179,1058.272,1580000.0,1493.0,98750.0,,24672.0,0.0002105248,0.1,1.399334 +701.1,662.94,0.056758758,1058.5885,1590000.0,1502.0,99375.0,,24832.0,0.0002102688,0.1,1.5776699 +703.3,664.02094,0.12022979,1058.201,1600000.0,1512.0,100000.0,,24992.0,0.0002100128,0.1,1.4819449 +714.7,665.283,0.08790465,1058.5142,1610000.0,1521.0,100625.0,,25152.0,0.0002097568,0.1,1.5037003 +735.1,666.69305,0.16034456,1058.132,1620000.0,1531.0,101250.0,,25312.0,0.0002095008,0.1,1.3876913 +731.7,668.0101,0.13439016,1059.1293,1630000.0,1539.0,101875.0,,25440.0,0.000209296,0.1,1.3110164 +733.5,669.28,0.11910868,1058.7476,1640000.0,1549.0,102500.0,,25600.0,0.00020904,0.1,1.3278205 +729.0,670.62506,0.11199352,1059.05,1650000.0,1558.0,103125.0,,25760.0,0.000208784,0.1,1.4117585 +737.5,671.98706,0.13725376,1059.3491,1660000.0,1567.0,103750.0,,25920.0,0.000208528,0.1,1.5257692 +731.0,673.27704,0.067699365,1058.9728,1670000.0,1577.0,104375.0,,26080.0,0.000208272,0.1,1.5111558 +725.6,674.44604,0.08181962,1058.6011,1680000.0,1587.0,105000.0,,26240.0,0.000208016,0.1,1.62789 +733.3,675.71,0.096827224,1058.8972,1690000.0,1596.0,105625.0,,26400.0,0.00020776,0.1,1.3204515 +736.8,676.935,0.13443083,1059.1901,1700000.0,1605.0,106250.0,,26560.0,0.000207504,0.1,1.379597 +745.2,678.156,0.11735773,1060.1364,1710000.0,1613.0,106875.0,,26688.0,0.0002072992,0.1,1.4241997 +740.7,679.336,0.09034695,1059.7659,1720000.0,1623.0,107500.0,,26848.0,0.0002070432,0.1,1.5946349 +761.8,680.701,0.10013977,1059.3999,1730000.0,1633.0,108125.0,,27008.0,0.0002067872,0.1,1.5363529 +756.5,682.033,0.052326832,1059.0383,1740000.0,1643.0,108750.0,,27168.0,0.0002065312,0.1,1.4657338 +750.3,683.282,0.07952833,1058.6812,1750000.0,1653.0,109375.0,,27328.0,0.0002062752,0.1,1.4820969 +754.4,684.63196,0.17426845,1057.6923,1760000.0,1664.0,110000.0,,27488.0,0.0002060192,0.1,1.3888676 +764.1,686.12604,0.11238569,1057.9797,1770000.0,1673.0,110625.0,,27648.0,0.0002057632,0.1,1.2353323 +764.8,687.6209,0.13281223,1057.6351,1780000.0,1683.0,111250.0,,27808.0,0.0002055072,0.1,1.3455676 +774.7,689.176,0.15081057,1056.6707,1790000.0,1694.0,111875.0,,27968.0,0.0002052512,0.1,1.5284574 +788.9,690.798,0.10817513,1056.9583,1800000.0,1703.0,112500.0,,28096.0,0.0002050464,0.1,1.368237 +787.3,692.38794,0.05672215,1057.243,1810000.0,1712.0,113125.0,,28256.0,0.0002047904,0.1,1.2536914 +799.9,693.984,0.08220298,1056.9105,1820000.0,1722.0,113750.0,,28416.0,0.0002045344,0.1,1.4199679 +793.3,695.4919,0.12019049,1057.1924,1830000.0,1731.0,114375.0,,28576.0,0.0002042784,0.1,1.2423387 +774.4,696.8489,0.16644715,1057.4713,1840000.0,1740.0,115000.0,,28736.0,0.0002040224,0.1,1.3034027 +765.7,698.09595,0.11620042,1057.7473,1850000.0,1749.0,115625.0,,28896.0,0.0002037664,0.1,1.471801 +773.7,699.49603,0.13432074,1058.0205,1860000.0,1758.0,116250.0,,29056.0,0.0002035104,0.1,1.2656472 +781.5,701.1191,0.12842914,1057.6923,1870000.0,1768.0,116875.0,,29216.0,0.0002032544,0.1,1.515265 +775.7,702.69006,0.16298448,1057.3678,1880000.0,1778.0,117500.0,,29344.0,0.0002030496,0.1,1.3482555 +780.1,704.2991,0.22248822,1057.047,1890000.0,1788.0,118125.0,,29504.0,0.0002027936,0.1,1.5009344 +779.2,705.8511,0.15752392,1057.3177,1900000.0,1797.0,118750.0,,29664.0,0.0002025376,0.1,1.2471877 +781.5,707.42303,0.091115095,1057.0006,1910000.0,1807.0,119375.0,,29824.0,0.0002022816,0.1,1.3493998 +781.1,709.031,0.1290651,1056.6869,1920000.0,1817.0,120000.0,,29984.0,0.0002020256,0.1,1.5925529 +793.3,710.6531,0.1326096,1056.9551,1930000.0,1826.0,120625.0,,30144.0,0.0002017696,0.1,1.2426656 +772.6,712.002,0.13833667,1057.2207,1940000.0,1835.0,121250.0,,30304.0,0.0002015136,0.1,1.4069126 +794.6,713.61804,0.11354783,1057.4838,1950000.0,1844.0,121875.0,,30464.0,0.0002012576,0.1,1.415297 +818.8,715.5349,0.09652182,1057.7441,1960000.0,1853.0,122500.0,,30624.0,0.0002010016,0.1,1.4483039 +823.3,717.455,0.13667963,1058.0022,1970000.0,1862.0,123125.0,,30752.0,0.0002007968,0.1,1.3850051 +803.3,719.18695,0.04789086,1058.8235,1980000.0,1870.0,123750.0,,30912.0,0.0002005408,0.1,1.1959761 +823.2,721.08685,0.09151315,1059.074,1990000.0,1879.0,124375.0,,31072.0,0.0002002848,0.1,1.571341 +827.3,723.01685,0.111556254,1059.322,2000000.0,1888.0,125000.0,,31232.0,0.0002000288,0.1,1.3397564 +811.9,724.664,0.090437666,1059.0095,2010000.0,1898.0,125625.0,,31392.0,0.0001997728,0.1,1.3400881 +814.5,726.326,0.08027179,1059.2554,2020000.0,1907.0,126250.0,,31552.0,0.0001995168,0.1,1.4146582 +818.4,728.063,0.10835132,1059.4989,2030000.0,1916.0,126875.0,,31712.0,0.0001992608,0.1,1.2460592 +812.5,729.712,0.12493945,1059.7402,2040000.0,1925.0,127500.0,,31872.0,0.0001990048,0.1,1.497808 +843.6,731.58795,0.14393461,1059.9794,2050000.0,1934.0,128125.0,,32000.0,0.0001988,0.1,1.3646346 +865.1,733.654,0.10715103,1060.2162,2060000.0,1943.0,128750.0,,32160.0,0.000198544,0.1,1.4840856 +881.0,735.76904,0.15149951,1059.9078,2070000.0,1953.0,129375.0,,32320.0,0.000198288,0.1,1.2155961 +883.7,737.8811,0.12520756,1059.6027,2080000.0,1963.0,130000.0,,32480.0,0.000198032,0.1,1.537245 +890.7,740.11804,0.08734314,1059.3005,2090000.0,1973.0,130625.0,,32640.0,0.000197776,0.1,1.4128127 +886.9,742.306,0.19858427,1059.0015,2100000.0,1983.0,131250.0,,32800.0,0.00019752,0.1,1.2621254 +883.1,744.46313,0.114611074,1059.2369,2110000.0,1992.0,131875.0,,32960.0,0.000197264,0.1,1.3700132 +866.0,746.48706,0.14203139,1060.0,2120000.0,2000.0,132500.0,,33120.0,0.000197008,0.1,1.615452 +840.8,748.267,0.11490658,1060.229,2130000.0,2009.0,133125.0,,33280.0,0.000196752,0.1,1.251632 +827.3,749.983,0.103424765,1060.4559,2140000.0,2018.0,133750.0,,33408.0,0.0001965472,0.1,1.2712508 +822.0,751.5399,0.17413422,1060.1578,2150000.0,2028.0,134375.0,,33568.0,0.0001962912,0.1,1.3371744 +801.7,752.85095,0.15286402,1059.8627,2160000.0,2038.0,135000.0,,33728.0,0.0001960352,0.1,1.3203748 +814.4,754.32196,0.17840719,1060.0879,2170000.0,2047.0,135625.0,,33888.0,0.0001957792,0.1,1.2396901 +807.9,755.71704,0.06195414,1059.7958,2180000.0,2057.0,136250.0,,34048.0,0.0001955232,0.1,1.326052 +840.2,757.36206,0.114114724,1060.5327,2190000.0,2065.0,136875.0,,34208.0,0.0001952672,0.1,1.41648 +853.7,759.096,0.19818498,1060.7522,2200000.0,2074.0,137500.0,,34368.0,0.0001950112,0.1,1.3347797 +866.7,761.00214,0.17173533,1060.4607,2210000.0,2084.0,138125.0,,34528.0,0.0001947552,0.1,1.1849321 +857.5,762.7721,0.20806462,1060.6785,2220000.0,2093.0,138750.0,,34656.0,0.0001945504,0.1,1.353771 +852.5,764.4991,0.19560345,1060.3899,2230000.0,2103.0,139375.0,,34816.0,0.0001942944,0.1,1.2800901 +848.0,766.1461,0.19281417,1060.1041,2240000.0,2113.0,140000.0,,34976.0,0.0001940384,0.1,1.3850565 +854.0,767.863,0.1663171,1060.8203,2250000.0,2121.0,140625.0,,35136.0,0.0001937824,0.1,1.4237193 +838.7,769.41907,0.07466522,1061.0328,2260000.0,2130.0,141250.0,,35296.0,0.0001935264,0.1,1.384961 +837.9,770.92,0.20891857,1061.2435,2270000.0,2139.0,141875.0,,35456.0,0.0001932704,0.1,1.4317799 +868.2,772.7271,0.13166314,1060.4651,2280000.0,2150.0,142500.0,,35616.0,0.0001930144,0.1,1.3714819 +884.1,774.71906,0.12394514,1060.1852,2290000.0,2160.0,143125.0,,35776.0,0.0001927584,0.1,1.3697898 +886.8,776.665,0.082889676,1059.4197,2300000.0,2171.0,143750.0,,35936.0,0.0001925024,0.1,1.3283267 +882.2,778.5521,0.085133,1060.1193,2310000.0,2179.0,144375.0,,36064.0,0.0001922976,0.1,1.35816 +864.8,780.24603,0.14807314,1060.3291,2320000.0,2188.0,145000.0,,36224.0,0.0001920416,0.1,1.2602108 +886.9,782.144,0.17747638,1061.02,2330000.0,2196.0,145625.0,,36384.0,0.0001917856,0.1,1.3096671 +860.3,783.741,0.13320379,1061.2245,2340000.0,2205.0,146250.0,,36544.0,0.0001915296,0.1,1.3239274 +865.7,785.407,0.10885323,1061.4272,2350000.0,2214.0,146875.0,,36704.0,0.0001912736,0.1,1.2238071 +865.9,787.11896,0.11064983,1061.6284,2360000.0,2223.0,147500.0,,36864.0,0.0001910176,0.1,1.4762142 +859.6,788.779,0.1136204,1060.8773,2370000.0,2234.0,148125.0,,37024.0,0.0001907616,0.1,1.2560098 +884.6,790.7801,0.20618069,1060.6061,2380000.0,2244.0,148750.0,,37184.0,0.0001905056,0.1,1.3937709 +874.1,792.64703,0.09869412,1060.8079,2390000.0,2253.0,149375.0,,37312.0,0.0001903008,0.1,1.5549109 +870.2,794.3851,0.1654073,1061.0079,2400000.0,2262.0,150000.0,,37472.0,0.0001900448,0.1,1.3967342 +849.8,795.808,0.10997247,1060.7394,2410000.0,2272.0,150625.0,,37632.0,0.0001897888,0.1,1.5633163 +840.1,797.111,0.11148036,1060.0088,2420000.0,2283.0,151250.0,,37792.0,0.0001895328,0.1,1.2636344 +831.2,798.261,0.12975414,1059.7471,2430000.0,2293.0,151875.0,,37952.0,0.0001892768,0.1,1.4037621 +800.2,798.966,0.07846007,1059.4877,2440000.0,2303.0,152500.0,,38112.0,0.0001890208,0.1,1.5747615 +818.4,799.7341,0.10940793,1059.6886,2450000.0,2312.0,153125.0,,38272.0,0.0001887648,0.1,1.2732959 +806.9,800.29706,0.07994941,1060.3448,2460000.0,2320.0,153750.0,,38432.0,0.0001885088,0.1,1.3223037 +819.4,801.0,0.122201495,1060.0858,2470000.0,2330.0,154375.0,,38592.0,0.0001882528,0.1,1.5632484 +846.5,802.0199,0.05769296,1060.2822,2480000.0,2339.0,155000.0,,38720.0,0.000188048,0.1,1.3582113 +851.8,803.01685,0.16313645,1060.0255,2490000.0,2349.0,155625.0,,38880.0,0.000187792,0.1,1.5061171 +872.8,804.27594,0.11513137,1060.2206,2500000.0,2358.0,156250.0,,39040.0,0.000187536,0.1,1.3493819 +883.5,805.69196,0.19690439,1060.4141,2510000.0,2367.0,156875.0,,39200.0,0.00018728,0.1,1.3663721 +894.8,807.32495,0.1293526,1060.1599,2520000.0,2377.0,157500.0,,39360.0,0.000187024,0.1,1.4004295 +870.9,808.68286,0.12888192,1059.9078,2530000.0,2387.0,158125.0,,39520.0,0.000186768,0.1,1.3066036 +856.2,809.83795,0.084772676,1059.658,2540000.0,2397.0,158750.0,,39680.0,0.000186512,0.1,1.4001158 +885.8,811.47595,0.15234683,1058.9701,2550000.0,2408.0,159375.0,,39840.0,0.000186256,0.1,1.2869174 +877.4,813.26697,0.21861991,1059.1643,2560000.0,2417.0,160000.0,,40000.0,0.000186,0.1,1.3630195 +892.7,815.165,0.09473964,1059.3569,2570000.0,2426.0,160625.0,,40128.0,0.0001857952,0.1,1.4687285 +916.8,817.33093,0.14450544,1059.1133,2580000.0,2436.0,161250.0,,40288.0,0.0001855392,0.1,1.4507742 +942.1,819.741,0.10231073,1058.8716,2590000.0,2446.0,161875.0,,40448.0,0.0001852832,0.1,1.3635874 +927.8,821.986,0.042022876,1059.0631,2600000.0,2455.0,162500.0,,40608.0,0.0001850272,0.1,1.4211848 +916.7,824.0059,0.1537581,1058.8235,2610000.0,2465.0,163125.0,,40768.0,0.0001847712,0.1,1.3171558 +887.7,825.53204,0.14129108,1058.5858,2620000.0,2475.0,163750.0,,40928.0,0.0001845152,0.1,1.333363 +872.1,826.93604,0.11182479,1058.3501,2630000.0,2485.0,164375.0,,41088.0,0.0001842592,0.1,1.4583619 +880.7,828.40814,0.09919033,1058.5405,2640000.0,2494.0,165000.0,,41248.0,0.0001840032,0.1,1.4524477 +901.0,830.12805,0.27190787,1059.1527,2650000.0,2502.0,165625.0,,41376.0,0.0001837984,0.1,1.2701542 +929.9,832.052,0.18004188,1058.9172,2660000.0,2512.0,166250.0,,41536.0,0.0001835424,0.1,1.2630687 +943.3,834.1749,0.21906292,1058.6836,2670000.0,2522.0,166875.0,,41696.0,0.0001832864,0.1,1.2593312 +957.0,836.489,0.17510906,1058.87,2680000.0,2531.0,167500.0,,41856.0,0.0001830304,0.1,1.2348776 +925.0,838.40594,0.1399243,1059.0552,2690000.0,2540.0,168125.0,,42016.0,0.0001827744,0.1,1.2396419 +926.3,840.30096,0.18527007,1058.8235,2700000.0,2550.0,168750.0,,42176.0,0.0001825184,0.1,1.3778101 +933.8,842.1869,0.092386544,1059.0074,2710000.0,2559.0,169375.0,,42336.0,0.0001822624,0.1,1.3271339 +946.2,844.24194,0.09036612,1059.1901,2720000.0,2568.0,170000.0,,42496.0,0.0001820064,0.1,1.5204865 +937.0,845.9939,0.1390377,1058.9604,2730000.0,2578.0,170625.0,,42656.0,0.0001817504,0.1,1.326093 +954.7,847.976,0.099900484,1059.1418,2740000.0,2587.0,171250.0,,42784.0,0.0001815456,0.1,1.2505226 +993.9,850.41205,0.089094244,1058.9142,2750000.0,2597.0,171875.0,,42944.0,0.0001812896,0.1,1.3509108 +970.7,852.5751,0.06275969,1058.6881,2760000.0,2607.0,172500.0,,43104.0,0.0001810336,0.1,1.2061051 +966.6,854.6,0.18220519,1058.8685,2770000.0,2616.0,173125.0,,43264.0,0.0001807776,0.1,1.4916945 +922.9,856.181,0.07529258,1059.0476,2780000.0,2625.0,173750.0,,43424.0,0.0001805216,0.1,1.5332128 +940.5,857.83905,0.11740612,1058.8235,2790000.0,2635.0,174375.0,,43584.0,0.0001802656,0.1,1.4512762 +913.6,859.086,0.12859917,1058.6011,2800000.0,2645.0,175000.0,,43744.0,0.0001800096,0.1,1.3749505 +902.1,860.234,0.0625468,1058.7792,2810000.0,2654.0,175625.0,,43904.0,0.0001797536,0.1,1.4968821 +922.4,861.45905,0.107745446,1058.956,2820000.0,2663.0,176250.0,,44032.0,0.0001795488,0.1,1.5377507 +920.8,862.734,0.10608514,1058.7355,2830000.0,2673.0,176875.0,,44192.0,0.0001792928,0.1,1.4556593 +935.6,864.346,0.10834698,1058.9113,2840000.0,2682.0,177500.0,,44352.0,0.0001790368,0.1,1.5006706 +932.3,866.01196,0.1889968,1058.6924,2850000.0,2692.0,178125.0,,44512.0,0.0001787808,0.1,1.4217212 +924.1,867.516,0.09395781,1058.8671,2860000.0,2701.0,178750.0,,44672.0,0.0001785248,0.1,1.4671497 +925.8,868.959,0.112367876,1058.6499,2870000.0,2711.0,179375.0,,44832.0,0.0001782688,0.1,1.4983332 +899.2,870.194,0.16492271,1058.0455,2880000.0,2722.0,180000.0,,44992.0,0.0001780128,0.1,1.4886713 +877.5,871.168,0.18578632,1057.8331,2890000.0,2732.0,180625.0,,45152.0,0.0001777568,0.1,1.3800645 +873.9,872.115,0.16820665,1057.6222,2900000.0,2742.0,181250.0,,45312.0,0.0001775008,0.1,1.5541155 +870.5,873.005,0.19462398,1058.1818,2910000.0,2750.0,181875.0,,45440.0,0.000177296,0.1,1.4456427 +875.4,873.948,0.18698253,1057.9711,2920000.0,2760.0,182500.0,,45600.0,0.00017704,0.1,1.446819 +884.0,874.8549,0.21476747,1058.1437,2930000.0,2769.0,183125.0,,45760.0,0.000176784,0.1,1.4108332 +921.4,876.34296,0.1363283,1058.3153,2940000.0,2778.0,183750.0,,45920.0,0.000176528,0.1,1.537499 +932.9,877.7258,0.15963447,1058.4858,2950000.0,2787.0,184375.0,,46080.0,0.000176272,0.1,1.4315575 +953.8,879.0759,0.14368178,1059.0339,2960000.0,2795.0,185000.0,,46240.0,0.000176016,0.1,1.3489192 +959.5,880.43787,0.17250864,1058.8235,2970000.0,2805.0,185625.0,,46400.0,0.00017576,0.1,1.4978026 +937.1,881.77594,0.12551235,1058.6146,2980000.0,2815.0,186250.0,,46560.0,0.000175504,0.1,1.5072224 +956.1,883.105,0.12701604,1059.157,2990000.0,2823.0,186875.0,,46688.0,0.0001752992,0.1,1.3501444 +988.5,884.71704,0.04538282,1058.9481,3000000.0,2833.0,187500.0,,46848.0,0.0001750432,0.1,1.349478 +1002.1,886.61896,0.13128237,1059.1133,3010000.0,2842.0,188125.0,,47008.0,0.0001747872,0.1,1.4395163 +1010.7,888.581,0.17933996,1058.5349,3020000.0,2853.0,188750.0,,47168.0,0.0001745312,0.1,1.3396165 +1012.1,890.51807,0.07837391,1058.7002,3030000.0,2862.0,189375.0,,47328.0,0.0001742752,0.1,1.5089049 +1027.7,892.6701,0.13563122,1058.4958,3040000.0,2872.0,190000.0,,47488.0,0.0001740192,0.1,1.3117507 +1014.3,894.377,0.15060356,1058.2928,3050000.0,2882.0,190625.0,,47648.0,0.0001737632,0.1,1.3768941 +988.9,895.615,0.21521524,1058.8235,3060000.0,2890.0,191250.0,,47808.0,0.0001735072,0.1,1.465037 +961.6,896.421,0.18280882,1058.6207,3070000.0,2900.0,191875.0,,47968.0,0.0001732512,0.1,1.3733644 +961.3,897.19696,0.1878833,1059.1472,3080000.0,2908.0,192500.0,,48096.0,0.0001730464,0.1,1.3513471 +948.5,897.775,0.15053162,1059.3075,3090000.0,2917.0,193125.0,,48256.0,0.0001727904,0.1,1.3506448 +936.9,898.275,0.18796171,1058.7432,3100000.0,2928.0,193750.0,,48416.0,0.0001725344,0.1,1.4169253 +914.4,898.58795,0.15393697,1058.5432,3110000.0,2938.0,194375.0,,48576.0,0.0001722784,0.1,1.3301412 +940.3,899.33093,0.20600957,1058.3446,3120000.0,2948.0,195000.0,,48736.0,0.0001720224,0.1,1.3683465 +928.2,900.2049,0.14810485,1057.7898,3130000.0,2959.0,195625.0,,48896.0,0.0001717664,0.1,1.34768 +916.2,901.094,0.17423451,1057.5951,3140000.0,2969.0,196250.0,,49056.0,0.0001715104,0.1,1.344966 +904.9,901.92303,0.16410483,1057.7568,3150000.0,2978.0,196875.0,,49216.0,0.0001712544,0.1,1.3519336 +905.7,902.9631,0.16167453,1057.9176,3160000.0,2987.0,197500.0,,49344.0,0.0001710496,0.1,1.1881323 +910.9,903.92804,0.11777823,1058.0774,3170000.0,2996.0,198125.0,,49504.0,0.0001707936,0.1,1.231274 +920.7,905.056,0.07736602,1058.2363,3180000.0,3005.0,198750.0,,49664.0,0.0001705376,0.1,1.2420285 +932.0,905.97406,0.13182858,1058.0431,3190000.0,3015.0,199375.0,,49824.0,0.0001702816,0.1,1.1717272 +948.0,906.91693,0.1785198,1057.8512,3200000.0,3025.0,200000.0,,49984.0,0.0001700256,0.1,1.3017128 +971.7,907.9671,0.08454166,1058.0093,3210000.0,3034.0,200625.0,,50144.0,0.0001697696,0.1,1.2038437 +977.5,909.16705,0.09758153,1057.8186,3220000.0,3044.0,201250.0,,50304.0,0.0001695136,0.1,1.28035 +970.4,910.346,0.06353137,1057.6294,3230000.0,3054.0,201875.0,,50464.0,0.0001692576,0.1,1.4174328 +928.8,911.154,0.15440282,1057.4413,3240000.0,3064.0,202500.0,,50624.0,0.0001690016,0.1,1.2881463 +959.2,912.206,0.1135235,1057.9427,3250000.0,3072.0,203125.0,,50752.0,0.0001687968,0.1,1.2391777 +970.0,913.519,0.1342802,1057.7548,3260000.0,3082.0,203750.0,,50912.0,0.0001685408,0.1,1.4678521 +962.7,914.767,0.10198463,1057.5679,3270000.0,3092.0,204375.0,,51072.0,0.0001682848,0.1,1.2966602 +952.1,915.6061,0.112045184,1058.0646,3280000.0,3100.0,205000.0,,51232.0,0.0001680288,0.1,1.4655247 +955.2,916.31714,0.13894533,1057.5377,3290000.0,3111.0,205625.0,,51392.0,0.0001677728,0.1,1.4034214 +976.4,917.21313,0.13258342,1057.6923,3300000.0,3120.0,206250.0,,51552.0,0.0001675168,0.1,1.279985 +964.9,918.0401,0.08856815,1057.846,3310000.0,3129.0,206875.0,,51712.0,0.0001672608,0.1,1.4531506 +960.7,918.9991,0.12567519,1057.9988,3320000.0,3138.0,207500.0,,51872.0,0.0001670048,0.1,1.4275239 +969.6,919.826,0.10775846,1058.4869,3330000.0,3146.0,208125.0,,52000.0,0.0001668,0.1,1.2886074 +980.9,921.032,0.13904136,1058.3016,3340000.0,3156.0,208750.0,,52160.0,0.000166544,0.1,1.4059365 +978.8,922.16296,0.13612466,1058.4518,3350000.0,3165.0,209375.0,,52320.0,0.000166288,0.1,1.4481765 +971.6,923.22,0.068282075,1058.6011,3360000.0,3174.0,210000.0,,52480.0,0.000166032,0.1,1.4718809 +975.6,924.38,0.12971076,1058.4171,3370000.0,3184.0,210625.0,,52640.0,0.000165776,0.1,1.3372264 +966.7,925.201,0.07414491,1058.5656,3380000.0,3193.0,211250.0,,52800.0,0.00016552,0.1,1.495642 +934.3,925.80304,0.13260949,1058.7133,3390000.0,3202.0,211875.0,,52960.0,0.000165264,0.1,1.3420964 +913.3,926.234,0.14868364,1058.201,3400000.0,3213.0,212500.0,,53120.0,0.000165008,0.1,1.3435115 +917.6,926.9119,0.16511846,1058.0205,3410000.0,3223.0,213125.0,,53280.0,0.000164752,0.1,1.3955238 +875.9,927.2699,0.10037565,1058.1683,3420000.0,3232.0,213750.0,,53408.0,0.0001645472,0.1,1.2560837 +870.2,927.66,0.11150962,1058.3153,3430000.0,3241.0,214375.0,,53568.0,0.0001642912,0.1,1.2914155 +876.8,928.426,0.11439254,1058.136,3440000.0,3251.0,215000.0,,53728.0,0.0001640352,0.1,1.4268322 +891.1,929.15295,0.11173839,1058.2822,3450000.0,3260.0,215625.0,,53888.0,0.0001637792,0.1,1.4461491 +912.9,930.21295,0.097512364,1058.7516,3460000.0,3268.0,216250.0,,54048.0,0.0001635232,0.1,1.4348625 +937.2,931.391,0.18724237,1058.8954,3470000.0,3277.0,216875.0,,54208.0,0.0001632672,0.1,1.4326364 +943.0,932.3561,0.15925434,1059.0383,3480000.0,3286.0,217500.0,,54368.0,0.0001630112,0.1,1.3965194 +987.6,933.71405,0.14359932,1058.8593,3490000.0,3296.0,218125.0,,54528.0,0.0001627552,0.1,1.3229058 +1012.9,935.115,0.18511386,1059.322,3500000.0,3304.0,218750.0,,54656.0,0.0001625504,0.1,1.2854292 +1026.7,936.54706,0.097540446,1059.4628,3510000.0,3313.0,219375.0,,54816.0,0.0001622944,0.1,1.2514893 +1041.8,938.017,0.17136954,1059.6027,3520000.0,3322.0,220000.0,,54976.0,0.0001620384,0.1,1.2866082 +1026.4,939.57196,0.103709355,1059.4238,3530000.0,3332.0,220625.0,,55136.0,0.0001617824,0.1,1.3524145 +1006.5,941.075,0.048490636,1058.9291,3540000.0,3343.0,221250.0,,55296.0,0.0001615264,0.1,1.3246603 +1003.8,942.25494,0.10231368,1058.7533,3550000.0,3353.0,221875.0,,55456.0,0.0001612704,0.1,1.4094664 +984.6,943.32697,0.13829677,1058.5786,3560000.0,3363.0,222500.0,,55616.0,0.0001610144,0.1,1.2779368 +973.7,944.137,0.13959883,1058.7189,3570000.0,3372.0,223125.0,,55776.0,0.0001607584,0.1,1.4714617 +961.1,944.58,0.09946298,1058.2323,3580000.0,3383.0,223750.0,,55936.0,0.0001605024,0.1,1.2934532 +987.5,945.03406,0.048166502,1058.3727,3590000.0,3392.0,224375.0,,56064.0,0.0001602976,0.1,1.45302 +1003.6,945.79205,0.20636846,1058.201,3600000.0,3402.0,225000.0,,56224.0,0.0001600416,0.1,1.2552725 +989.0,946.515,0.22668843,1058.0305,3610000.0,3412.0,225625.0,,56384.0,0.0001597856,0.1,1.4083849 +1018.5,947.82306,0.12838094,1057.8608,3620000.0,3422.0,226250.0,,56544.0,0.0001595296,0.1,1.546361 +1042.1,949.52295,0.16607998,1057.6923,3630000.0,3432.0,226875.0,,56704.0,0.0001592736,0.1,1.3655486 +1040.9,951.125,0.04913098,1057.832,3640000.0,3441.0,227500.0,,56864.0,0.0001590176,0.1,1.2802291 +1048.0,952.595,0.1496319,1057.6644,3650000.0,3451.0,228125.0,,57024.0,0.0001587616,0.1,1.2528682 +1062.0,953.91595,0.13749748,1057.8035,3660000.0,3460.0,228750.0,,57184.0,0.0001585056,0.1,1.3591768 +1058.0,955.063,0.21282852,1058.2468,3670000.0,3468.0,229375.0,,57312.0,0.0001583008,0.1,1.3803885 +1023.9,955.73193,0.13438942,1058.3837,3680000.0,3477.0,230000.0,,57472.0,0.0001580448,0.1,1.5841379 +999.9,956.48096,0.094547555,1058.5198,3690000.0,3486.0,230625.0,,57632.0,0.0001577888,0.1,1.4903414 +998.6,957.204,0.08228611,1058.6553,3700000.0,3495.0,231250.0,,57792.0,0.0001575328,0.1,1.2119975 +986.2,957.728,0.110138156,1058.4879,3710000.0,3505.0,231875.0,,57952.0,0.0001572768,0.1,1.4192054 +981.6,958.0821,0.18915594,1058.3215,3720000.0,3515.0,232500.0,,58112.0,0.0001570208,0.1,1.2638085 +959.5,958.307,0.11005405,1057.856,3730000.0,3526.0,233125.0,,58272.0,0.0001567648,0.1,1.5610943 +965.5,958.4151,0.17743362,1057.9915,3740000.0,3535.0,233750.0,,58432.0,0.0001565088,0.1,1.353667 +969.1,958.16705,0.13535024,1057.8279,3750000.0,3545.0,234375.0,,58592.0,0.0001562528,0.1,1.4835398 +965.9,958.1191,0.14239515,1058.2606,3760000.0,3553.0,235000.0,,58720.0,0.000156048,0.1,1.396692 +957.9,958.032,0.15863755,1058.0972,3770000.0,3563.0,235625.0,,58880.0,0.000155792,0.1,1.5519532 +962.9,958.43195,0.10598339,1058.2307,3780000.0,3572.0,236250.0,,59040.0,0.000155536,0.1,1.479877 +981.8,958.8449,0.05876234,1058.0681,3790000.0,3582.0,236875.0,,59200.0,0.00015528,0.1,1.4067073 +979.1,959.49994,0.041410044,1058.201,3800000.0,3591.0,237500.0,,59360.0,0.000155024,0.1,1.3502153 +1009.6,960.57495,0.15681809,1057.7457,3810000.0,3602.0,238125.0,,59520.0,0.000154768,0.1,1.3536247 +1000.9,961.3599,0.13686979,1057.8787,3820000.0,3611.0,238750.0,,59680.0,0.000154512,0.1,1.2792376 +1011.3,962.2649,0.17967038,1057.7189,3830000.0,3621.0,239375.0,,59840.0,0.000154256,0.1,1.4272937 +1018.1,963.09,0.09182768,1057.8512,3840000.0,3630.0,240000.0,,60000.0,0.000154,0.1,1.2142086 +1009.9,963.86597,0.102712356,1057.6923,3850000.0,3640.0,240625.0,,60128.0,0.0001537952,0.1,1.433241 +1035.5,964.98,0.16670442,1057.8241,3860000.0,3649.0,241250.0,,60288.0,0.0001535392,0.1,1.425027 +994.7,965.669,0.14887317,1057.9552,3870000.0,3658.0,241875.0,,60448.0,0.0001532832,0.1,1.4018812 +1010.7,966.78406,0.14807753,1058.0856,3880000.0,3667.0,242500.0,,60608.0,0.0001530272,0.1,1.3416708 +975.2,967.7611,0.21758159,1057.9276,3890000.0,3677.0,243125.0,,60768.0,0.0001527712,0.1,1.3467584 +961.0,968.6321,0.12814064,1058.0575,3900000.0,3686.0,243750.0,,60928.0,0.0001525152,0.1,1.49645 +935.9,969.286,0.11395713,1057.9004,3910000.0,3696.0,244375.0,,61088.0,0.0001522592,0.1,1.2820016 +938.4,969.916,0.0481411,1058.0297,3920000.0,3705.0,245000.0,,61248.0,0.0001520032,0.1,1.5512265 +938.7,970.46295,0.14244929,1058.1583,3930000.0,3714.0,245625.0,,61376.0,0.0001517984,0.1,1.3937731 +945.9,970.70807,0.16425525,1058.0022,3940000.0,3724.0,246250.0,,61536.0,0.0001515424,0.1,1.5155716 +948.2,970.861,0.16576305,1058.1302,3950000.0,3733.0,246875.0,,61696.0,0.0001512864,0.1,1.4678991 +972.3,971.046,0.10112891,1057.9749,3960000.0,3743.0,247500.0,,61856.0,0.0001510304,0.1,1.5300431 +1001.4,971.465,0.12668057,1058.3844,3970000.0,3751.0,248125.0,,62016.0,0.0001507744,0.1,1.2743136 +1036.7,972.461,0.16283385,1058.2292,3980000.0,3761.0,248750.0,,62176.0,0.0001505184,0.1,1.5187709 +1032.3,973.22296,0.13664205,1058.0748,3990000.0,3771.0,249375.0,,62336.0,0.0001502624,0.1,1.4924779 +1058.1,973.919,0.08104669,1057.9211,4000000.0,3781.0,250000.0,,62496.0,0.0001500064,0.1,1.3783302 +1062.9,974.52704,0.097963266,1057.4895,4010000.0,3792.0,250625.0,,62656.0,0.0001497504,0.1,1.4608452 +1068.5,975.105,0.15201384,1057.3383,4020000.0,3802.0,251250.0,,62784.0,0.0001495456,0.1,1.4651512 +1068.7,975.6711,0.060090855,1057.4652,4030000.0,3811.0,251875.0,,62944.0,0.0001492896,0.1,1.5972456 +1029.2,975.68604,0.14142343,1057.5917,4040000.0,3820.0,252500.0,,63104.0,0.0001490336,0.1,1.3500389 +1028.7,975.83014,0.14035825,1057.4413,4050000.0,3830.0,253125.0,,63264.0,0.0001487776,0.1,1.4087331 +1006.5,976.0061,0.14335787,1057.567,4060000.0,3839.0,253750.0,,63424.0,0.0001485216,0.1,1.4862952 +991.9,976.30914,0.13759623,1057.6923,4070000.0,3848.0,254375.0,,63584.0,0.0001482656,0.1,1.4803741 +969.3,976.389,0.18727516,1058.0913,4080000.0,3856.0,255000.0,,63744.0,0.0001480096,0.1,1.5306206 +971.4,976.618,0.15852632,1058.2147,4090000.0,3865.0,255625.0,,63904.0,0.0001477536,0.1,1.476434 +961.0,976.859,0.060988363,1058.3376,4100000.0,3874.0,256250.0,,64032.0,0.0001475488,0.1,1.4797451 +951.3,977.22797,0.13621989,1058.46,4110000.0,3883.0,256875.0,,64192.0,0.0001472928,0.1,1.5187644 +961.1,977.43604,0.17362551,1058.5817,4120000.0,3892.0,257500.0,,64352.0,0.0001470368,0.1,1.4905452 +973.9,977.89294,0.12303149,1058.7029,4130000.0,3901.0,258125.0,,64512.0,0.0001467808,0.1,1.4528455 +977.5,978.50604,0.1185253,1059.0944,4140000.0,3909.0,258750.0,,64672.0,0.0001465248,0.1,1.4439274 +971.2,979.16907,0.09677549,1058.9436,4150000.0,3919.0,259375.0,,64832.0,0.0001462688,0.1,1.6442003 +944.0,979.552,0.14678851,1059.0631,4160000.0,3928.0,260000.0,,64992.0,0.0001460128,0.1,1.3833898 +910.0,979.543,0.1007148,1058.9132,4170000.0,3938.0,260625.0,,65152.0,0.0001457568,0.1,1.5835911 +916.9,979.50507,0.15585464,1058.7639,4180000.0,3948.0,261250.0,,65312.0,0.0001455008,0.1,1.4283683 +932.8,979.51294,0.060362432,1058.8829,4190000.0,3957.0,261875.0,,65440.0,0.000145296,0.1,1.3011417 +922.7,979.26,0.13683936,1059.0015,4200000.0,3966.0,262500.0,,65600.0,0.00014504,0.1,1.3017037 +970.0,979.24304,0.102530636,1059.1195,4210000.0,3975.0,263125.0,,65760.0,0.000144784,0.1,1.6470482 +996.2,979.43005,0.08232812,1058.9712,4220000.0,3985.0,263750.0,,65920.0,0.000144528,0.1,1.6165926 +1005.8,979.78406,0.076105,1058.8235,4230000.0,3995.0,264375.0,,66080.0,0.000144272,0.1,1.5568314 +1000.0,980.49603,0.12902741,1058.941,4240000.0,4004.0,265000.0,,66240.0,0.000144016,0.1,1.3125122 +1018.2,981.0861,0.03290609,1059.0581,4250000.0,4013.0,265625.0,,66400.0,0.00014376,0.1,1.5832074 +961.7,981.00305,0.16992386,1059.1746,4260000.0,4022.0,266250.0,,66560.0,0.000143504,0.1,1.485345 +938.0,980.7561,0.11587838,1059.5533,4270000.0,4030.0,266875.0,,66688.0,0.0001432992,0.1,1.5524466 +903.6,980.2711,0.16860132,1059.6682,4280000.0,4039.0,267500.0,,66848.0,0.0001430432,0.1,1.3473333 +879.1,979.5101,0.09116476,1059.2593,4290000.0,4050.0,268125.0,,67008.0,0.0001427872,0.1,1.1437595 +882.7,978.5731,0.1879384,1059.1133,4300000.0,4060.0,268750.0,,67168.0,0.0001425312,0.1,1.4120408 +874.9,977.67303,0.041096203,1059.2283,4310000.0,4069.0,269375.0,,67328.0,0.0001422752,0.1,1.4526815 +934.4,977.4101,0.09225281,1059.0831,4320000.0,4079.0,270000.0,,67488.0,0.0001420192,0.1,1.2957767 +971.8,977.43195,0.07368258,1058.9386,4330000.0,4089.0,270625.0,,67648.0,0.0001417632,0.1,1.4319422 +976.0,977.383,0.09617179,1059.0532,4340000.0,4098.0,271250.0,,67808.0,0.0001415072,0.1,1.4962007 +1029.4,977.8889,0.10899881,1059.4252,4350000.0,4106.0,271875.0,,67968.0,0.0001412512,0.1,1.4264783 +1075.4,978.92694,0.074397646,1059.5383,4360000.0,4115.0,272500.0,,68096.0,0.0001410464,0.1,1.5352397 +1076.0,979.9309,0.1021128,1059.6509,4370000.0,4124.0,273125.0,,68256.0,0.0001407904,0.1,1.5364407 +1032.7,980.591,0.13540402,1059.763,4380000.0,4133.0,273750.0,,68416.0,0.0001405344,0.1,1.1694436 +1032.3,981.57104,0.119982995,1059.8745,4390000.0,4142.0,274375.0,,68576.0,0.0001402784,0.1,1.5507014 +1010.6,982.544,0.101021454,1059.9856,4400000.0,4151.0,275000.0,,68736.0,0.0001400224,0.1,1.2046521 +1013.5,983.50305,0.121082105,1060.0962,4410000.0,4160.0,275625.0,,68896.0,0.0001397664,0.1,1.2055131 +998.7,984.731,0.081562914,1059.952,4420000.0,4170.0,276250.0,,69056.0,0.0001395104,0.1,1.2582628 +978.4,985.81305,0.14417033,1060.0623,4430000.0,4179.0,276875.0,,69216.0,0.0001392544,0.1,1.4527495 +989.1,986.93604,0.11276788,1060.1719,4440000.0,4188.0,277500.0,,69344.0,0.0001390496,0.1,1.2761933 +1004.6,988.07104,0.06950376,1060.0286,4450000.0,4198.0,278125.0,,69504.0,0.0001387936,0.1,1.2682961 +1031.9,989.261,0.08932757,1059.886,4460000.0,4208.0,278750.0,,69664.0,0.0001385376,0.1,1.2681043 +1057.6,990.465,0.10579325,1059.7439,4470000.0,4218.0,279375.0,,69824.0,0.0001382816,0.1,1.4140315 +1039.8,991.433,0.031737328,1059.8533,4480000.0,4227.0,280000.0,,69984.0,0.0001380256,0.1,1.4370595 +1068.8,992.24493,0.004675577,1059.9623,4490000.0,4236.0,280625.0,,70144.0,0.0001377696,0.1,1.5387595 +1078.1,992.89703,0.10638475,1060.0707,4500000.0,4245.0,281250.0,,70304.0,0.0001375136,0.1,1.7188804 +1099.8,993.62787,0.16570649,1060.1787,4510000.0,4254.0,281875.0,,70464.0,0.0001372576,0.1,1.2980266 +1114.1,994.35095,0.18139915,1060.2861,4520000.0,4263.0,282500.0,,70624.0,0.0001370016,0.1,1.5059829 +1096.2,995.0491,0.17670663,1060.1451,4530000.0,4273.0,283125.0,,70752.0,0.0001367968,0.1,1.4237788 +1096.9,995.95306,0.11302941,1060.0046,4540000.0,4283.0,283750.0,,70912.0,0.0001365408,0.1,1.3806174 +1088.6,996.801,0.08361934,1060.1118,4550000.0,4292.0,284375.0,,71072.0,0.0001362848,0.1,1.466419 +1034.0,997.295,0.142931,1060.2185,4560000.0,4301.0,285000.0,,71232.0,0.0001360288,0.1,1.5034573 +1037.8,997.9359,0.050816208,1060.0789,4570000.0,4311.0,285625.0,,71392.0,0.0001357728,0.1,1.4044716 +989.5,998.22,0.06181655,1060.1852,4580000.0,4320.0,286250.0,,71552.0,0.0001355168,0.1,1.3588471 +1035.7,998.70197,0.11325995,1060.291,4590000.0,4329.0,286875.0,,71712.0,0.0001352608,0.1,1.3300929 +1064.2,999.30804,0.14878096,1060.3965,4600000.0,4338.0,287500.0,,71872.0,0.0001350048,0.1,1.4787887 +1066.4,1000.082,0.122704476,1060.5015,4610000.0,4347.0,288125.0,,72000.0,0.0001348,0.1,1.5308993 +1066.7,1000.5641,0.084022336,1060.6061,4620000.0,4356.0,288750.0,,72160.0,0.000134544,0.1,1.4843447 +1118.3,1001.326,0.10893297,1060.4673,4630000.0,4366.0,289375.0,,72320.0,0.000134288,0.1,1.3794045 +1127.6,1002.193,0.18775237,1060.5714,4640000.0,4375.0,290000.0,,72480.0,0.000134032,0.1,1.518011 +1087.7,1002.59,0.2284042,1060.4333,4650000.0,4385.0,290625.0,,72640.0,0.000133776,0.1,1.6092939 +1074.8,1002.71796,0.1330321,1060.2958,4660000.0,4395.0,291250.0,,72800.0,0.00013352,0.1,1.2698078 +1035.7,1002.49506,0.1372851,1060.1589,4670000.0,4405.0,291875.0,,72960.0,0.000133264,0.1,1.3824849 +1052.1,1002.77704,0.08957618,1060.2628,4680000.0,4414.0,292500.0,,73120.0,0.000133008,0.1,1.2152911 +1038.8,1003.166,0.08298844,1060.1266,4690000.0,4424.0,293125.0,,73280.0,0.000132752,0.1,1.4616852 +1021.7,1003.397,0.15260428,1060.4694,4700000.0,4432.0,293750.0,,73408.0,0.0001325472,0.1,1.1557205 +989.5,1003.43,0.0686279,1060.5719,4710000.0,4441.0,294375.0,,73568.0,0.0001322912,0.1,1.2002319 +1008.6,1003.69995,0.08978685,1060.4359,4720000.0,4451.0,295000.0,,73728.0,0.0001320352,0.1,1.5700041 +1034.2,1004.4471,0.05922817,1060.5381,4730000.0,4460.0,295625.0,,73888.0,0.0001317792,0.1,1.410527 +1033.5,1005.12695,0.13887812,1060.64,4740000.0,4469.0,296250.0,,74048.0,0.0001315232,0.1,1.5093427 +1072.5,1006.161,0.16361783,1060.2678,4750000.0,4480.0,296875.0,,74208.0,0.0001312672,0.1,1.4624176 +1099.6,1007.498,0.09214631,1060.3698,4760000.0,4489.0,297500.0,,74368.0,0.0001310112,0.1,1.2868379 +1138.2,1009.301,0.19784097,1060.4713,4770000.0,4498.0,298125.0,,74528.0,0.0001307552,0.1,1.2770424 +1142.3,1011.095,0.20106135,1060.5724,4780000.0,4507.0,298750.0,,74656.0,0.0001305504,0.1,1.3930261 +1128.1,1012.55804,0.3004232,1060.4384,4790000.0,4517.0,299375.0,,74816.0,0.0001302944,0.1,1.2605057 +1112.1,1013.88794,0.15604153,1060.5391,4800000.0,4526.0,300000.0,,74976.0,0.0001300384,0.1,1.3550351 +1091.0,1014.702,0.068809025,1060.6395,4810000.0,4535.0,300625.0,,75136.0,0.0001297824,0.1,1.4665836 +1075.3,1015.44604,0.15867537,1060.7394,4820000.0,4544.0,301250.0,,75296.0,0.0001295264,0.1,1.4787562 +1023.9,1015.572,0.14333272,1060.6061,4830000.0,4554.0,301875.0,,75456.0,0.0001292704,0.1,1.3133079 +1026.5,1015.65594,0.064945236,1060.4733,4840000.0,4564.0,302500.0,,75616.0,0.0001290144,0.1,1.4758486 +1031.2,1015.86896,0.17045219,1060.5729,4850000.0,4573.0,303125.0,,75776.0,0.0001287584,0.1,1.4660171 +1062.5,1016.139,0.08881699,1060.4408,4860000.0,4583.0,303750.0,,75936.0,0.0001285024,0.1,1.3878025 +1099.0,1017.182,0.13495031,1060.7711,4870000.0,4591.0,304375.0,,76064.0,0.0001282976,0.1,1.4184071 +1108.5,1018.16,0.10461162,1060.8695,4880000.0,4600.0,305000.0,,76224.0,0.0001280416,0.1,1.4218607 +1129.9,1019.707,0.11065232,1060.9677,4890000.0,4609.0,305625.0,,76384.0,0.0001277856,0.1,1.2856071 +1147.4,1021.5709,0.13720086,1061.0654,4900000.0,4618.0,306250.0,,76544.0,0.0001275296,0.1,1.3995318 +1163.8,1023.85,0.15805735,1060.9335,4910000.0,4628.0,306875.0,,76704.0,0.0001272736,0.1,1.590013 +1162.9,1026.095,0.18924922,1060.8021,4920000.0,4638.0,307500.0,,76864.0,0.0001270176,0.1,1.4878172 +1122.0,1027.928,0.11252314,1061.1278,4930000.0,4646.0,308125.0,,77024.0,0.0001267616,0.1,1.402681 +1087.6,1029.345,0.12855704,1060.7687,4940000.0,4657.0,308750.0,,77184.0,0.0001265056,0.1,1.416657 +1083.4,1030.697,0.08842549,1060.8658,4950000.0,4666.0,309375.0,,77312.0,0.0001263008,0.1,1.5516909 +1067.5,1031.649,0.05194836,1060.9625,4960000.0,4675.0,310000.0,,77472.0,0.0001260448,0.1,1.481633 +1087.8,1032.513,0.21745212,1061.059,4970000.0,4684.0,310625.0,,77632.0,0.0001257888,0.1,1.4216936 +1071.9,1032.865,0.16935277,1061.1549,4980000.0,4693.0,311250.0,,77792.0,0.0001255328,0.1,1.4300612 +1108.4,1033.626,0.04394131,1061.2505,4990000.0,4702.0,311875.0,,77952.0,0.0001252768,0.1,1.4050442 +1114.4,1034.189,0.04985804,1061.1205,5000000.0,4712.0,312500.0,,78112.0,0.0001250208,0.1,1.4536142 +1150.1,1035.061,0.090615116,1060.9911,5010000.0,4722.0,313125.0,,78272.0,0.0001247648,0.1,1.2113771 +1143.8,1035.814,0.13438511,1060.8622,5020000.0,4732.0,313750.0,,78432.0,0.0001245088,0.1,1.4956594 +1120.2,1036.3291,0.17732862,1060.9576,5030000.0,4741.0,314375.0,,78592.0,0.0001242528,0.1,1.2347319 +1101.9,1037.0562,0.14633144,1061.276,5040000.0,4749.0,315000.0,,78720.0,0.000124048,0.1,1.6390319 +1108.7,1037.856,0.116286464,1061.3704,5050000.0,4758.0,315625.0,,78880.0,0.000123792,0.1,1.3328166 +1061.5,1038.4061,0.0698108,1061.2416,5060000.0,4768.0,316250.0,,79040.0,0.000123536,0.1,1.3568345 +1067.5,1039.162,0.08766839,1061.1134,5070000.0,4778.0,316875.0,,79200.0,0.00012328,0.1,1.4952642 +1078.9,1040.258,0.25130773,1061.2074,5080000.0,4787.0,317500.0,,79360.0,0.000123024,0.1,1.2640046 +1088.1,1041.425,0.1287286,1061.0798,5090000.0,4797.0,318125.0,,79520.0,0.000122768,0.1,1.4292276 +1116.6,1042.981,0.14515112,1060.732,5100000.0,4808.0,318750.0,,79680.0,0.000122512,0.1,1.3777254 +1118.0,1044.6481,0.033234224,1061.0465,5110000.0,4816.0,319375.0,,79840.0,0.000122256,0.1,1.5792787 +1152.3,1046.56,0.07687803,1061.1399,5120000.0,4825.0,320000.0,,80000.0,0.000122,0.1,1.3203267 +1144.2,1048.2631,0.16317421,1061.2329,5130000.0,4834.0,320625.0,,80128.0,0.0001217952,0.1,1.3826048 +1163.7,1050.1251,0.097067125,1061.5448,5140000.0,4842.0,321250.0,,80288.0,0.0001215392,0.1,1.4181799 +1175.4,1052.167,0.1348224,1061.6367,5150000.0,4851.0,321875.0,,80448.0,0.0001212832,0.1,1.3148125 +1179.9,1054.526,0.12135322,1061.7284,5160000.0,4860.0,322500.0,,80608.0,0.0001210272,0.1,1.3602633 +1157.3,1056.999,0.047295947,1061.6017,5170000.0,4870.0,323125.0,,80768.0,0.0001207712,0.1,1.3297347 +1162.9,1059.459,0.14902304,1061.693,5180000.0,4879.0,323750.0,,80928.0,0.0001205152,0.1,1.3457879 +1173.9,1061.8699,0.14337505,1061.7839,5190000.0,4888.0,324375.0,,81088.0,0.0001202592,0.1,1.3116024 +1182.1,1064.464,0.17593901,1061.8746,5200000.0,4897.0,325000.0,,81248.0,0.0001200032,0.1,1.4599679 +1163.6,1066.4,0.12801713,1062.1814,5210000.0,4905.0,325625.0,,81376.0,0.0001197984,0.1,1.5605153 +1153.1,1067.9691,0.1580845,1062.2711,5220000.0,4914.0,326250.0,,81536.0,0.0001195424,0.1,1.4255385 +1161.7,1069.5281,0.2252699,1062.3604,5230000.0,4923.0,326875.0,,81696.0,0.0001192864,0.1,1.37797 +1155.3,1071.081,0.105895534,1062.2339,5240000.0,4933.0,327500.0,,81856.0,0.0001190304,0.1,1.3861213 +1172.9,1072.628,0.19080251,1062.538,5250000.0,4941.0,328125.0,,82016.0,0.0001187744,0.1,1.3538606 +1167.2,1074.6831,0.20125163,1062.4116,5260000.0,4951.0,328750.0,,82176.0,0.0001185184,0.1,1.5402374 +1165.0,1076.953,0.071382165,1062.2859,5270000.0,4961.0,329375.0,,82336.0,0.0001182624,0.1,1.5728824 +1164.2,1079.5591,0.2368361,1062.3743,5280000.0,4970.0,330000.0,,82496.0,0.0001180064,0.1,1.3357458 +1160.8,1082.3761,0.10211168,1062.249,5290000.0,4980.0,330625.0,,82656.0,0.0001177504,0.1,1.4884149 +1172.9,1085.2781,0.085850865,1062.3372,5300000.0,4989.0,331250.0,,82784.0,0.0001175456,0.1,1.4445055 +1190.8,1088.437,0.05700538,1062.4249,5310000.0,4998.0,331875.0,,82944.0,0.0001172896,0.1,1.479703 +1182.3,1090.9159,0.12705456,1062.5125,5320000.0,5007.0,332500.0,,83104.0,0.0001170336,0.1,1.6465772 +1142.3,1092.6208,0.077403136,1062.5997,5330000.0,5016.0,333125.0,,83264.0,0.0001167776,0.1,1.3903153 +1111.6,1093.9769,0.111741886,1062.4751,5340000.0,5026.0,333750.0,,83424.0,0.0001165216,0.1,1.4949703 +1131.0,1094.9929,0.136204,1062.1401,5350000.0,5037.0,334375.0,,83584.0,0.0001162656,0.1,1.3814992 +1100.1,1095.2401,0.1879254,1062.2275,5360000.0,5046.0,335000.0,,83744.0,0.0001160096,0.1,1.3679707 +1080.8,1095.288,0.1025006,1062.1044,5370000.0,5056.0,335625.0,,83904.0,0.0001157536,0.1,1.3595403 +1047.4,1095.435,0.10092351,1062.4012,5380000.0,5064.0,336250.0,,84032.0,0.0001155488,0.1,1.0609252 +1089.3,1096.005,0.21153252,1062.4877,5390000.0,5073.0,336875.0,,84192.0,0.0001152928,0.1,1.5765288 +1109.5,1096.994,0.18790804,1062.5737,5400000.0,5082.0,337500.0,,84352.0,0.0001150368,0.1,1.3301528 +1120.6,1098.065,0.13442744,1062.4509,5410000.0,5092.0,338125.0,,84512.0,0.0001147808,0.1,1.2705095 +1132.1,1099.399,0.10591847,1062.5367,5420000.0,5101.0,338750.0,,84672.0,0.0001145248,0.1,1.3411393 +1182.3,1101.438,0.1213886,1062.4144,5430000.0,5111.0,339375.0,,84832.0,0.0001142688,0.1,1.3383033 +1183.9,1103.386,0.0878899,1062.5,5440000.0,5120.0,340000.0,,84992.0,0.0001140128,0.1,1.3585831 +1217.5,1105.515,0.12335602,1062.5853,5450000.0,5129.0,340625.0,,85152.0,0.0001137568,0.1,1.3746607 +1222.1,1107.417,0.22148669,1062.4635,5460000.0,5139.0,341250.0,,85312.0,0.0001135008,0.1,1.411335 +1212.3,1108.964,0.045884702,1062.5486,5470000.0,5148.0,341875.0,,85440.0,0.000113296,0.1,1.4482176 +1209.4,1110.66,0.15709552,1062.6333,5480000.0,5157.0,342500.0,,85600.0,0.00011304,0.1,1.2993565 +1229.1,1112.2631,0.12758303,1062.7178,5490000.0,5166.0,343125.0,,85760.0,0.000112784,0.1,1.4098773 +1185.5,1113.337,0.20846188,1062.8019,5500000.0,5175.0,343750.0,,85920.0,0.000112528,0.1,1.2489545 +1164.0,1113.979,0.11361208,1062.6808,5510000.0,5185.0,344375.0,,86080.0,0.000112272,0.1,1.2516506 +1141.1,1114.249,0.209713,1062.5602,5520000.0,5195.0,345000.0,,86240.0,0.000112016,0.1,1.2746683 +1164.0,1114.927,0.07235781,1062.6442,5530000.0,5204.0,345625.0,,86400.0,0.00011176,0.1,1.2925634 +1173.0,1115.688,0.05801841,1062.7278,5540000.0,5213.0,346250.0,,86560.0,0.000111504,0.1,1.4304669 +1182.5,1116.627,0.13627087,1062.8112,5550000.0,5222.0,346875.0,,86688.0,0.0001112992,0.1,1.3252099 +1153.2,1117.8191,0.084839635,1062.6912,5560000.0,5232.0,347500.0,,86848.0,0.0001110432,0.1,1.4294386 +1155.2,1118.9929,0.19995064,1062.5715,5570000.0,5242.0,348125.0,,87008.0,0.0001107872,0.1,1.2312238 +1166.0,1120.758,0.12581074,1062.6548,5580000.0,5251.0,348750.0,,87168.0,0.0001105312,0.1,1.1727016 +1160.2,1122.003,0.23071516,1062.7377,5590000.0,5260.0,349375.0,,87328.0,0.0001102752,0.1,1.2825313 +1155.7,1122.9181,0.167631,1062.8203,5600000.0,5269.0,350000.0,,87488.0,0.0001100192,0.1,1.4447291 +1153.2,1123.7861,0.10576338,1062.9026,5610000.0,5278.0,350625.0,,87648.0,0.0001097632,0.1,1.4531617 +1108.9,1124.208,0.10489815,1062.9846,5620000.0,5287.0,351250.0,,87808.0,0.0001095072,0.1,1.3386712 +1113.3,1124.158,0.09138026,1063.0664,5630000.0,5296.0,351875.0,,87968.0,0.0001092512,0.1,1.4018307 +1137.7,1124.259,0.10942547,1063.3484,5640000.0,5304.0,352500.0,,88096.0,0.0001090464,0.1,1.3279257 +1132.0,1124.7019,0.093043745,1063.4293,5650000.0,5313.0,353125.0,,88256.0,0.0001087904,0.1,1.3613728 +1140.2,1125.356,0.13468978,1063.3102,5660000.0,5323.0,353750.0,,88416.0,0.0001085344,0.1,1.3922515 +1132.1,1126.3201,0.11628819,1063.1914,5670000.0,5333.0,354375.0,,88576.0,0.0001082784,0.1,1.3985099 +1097.8,1126.777,0.21341184,1063.2722,5680000.0,5342.0,355000.0,,88736.0,0.0001080224,0.1,1.5818734 +1093.3,1127.322,0.1334821,1063.3527,5690000.0,5351.0,355625.0,,88896.0,0.0001077664,0.1,1.4764514 +1092.0,1128.0249,0.14301576,1063.2345,5700000.0,5361.0,356250.0,,89056.0,0.0001075104,0.1,1.2347058 +1092.6,1129.056,0.103705056,1063.1167,5710000.0,5371.0,356875.0,,89216.0,0.0001072544,0.1,1.2408175 +1080.9,1129.7789,0.13462976,1063.3947,5720000.0,5379.0,357500.0,,89344.0,0.0001070496,0.1,1.1696267 +1050.4,1129.941,0.17268798,1063.2771,5730000.0,5389.0,358125.0,,89504.0,0.0001067936,0.1,1.4036841 +1045.0,1130.056,0.1765367,1063.1598,5740000.0,5399.0,358750.0,,89664.0,0.0001065376,0.1,1.3948094 +1075.1,1130.0819,0.17566164,1063.2396,5750000.0,5408.0,359375.0,,89824.0,0.0001062816,0.1,1.3267821 +1105.0,1130.136,0.09669613,1063.3192,5760000.0,5417.0,360000.0,,89984.0,0.0001060256,0.1,1.2769248 +1109.6,1129.85,0.09501828,1063.3984,5770000.0,5426.0,360625.0,,90144.0,0.0001057696,0.1,1.5419006 +1157.2,1129.999,0.03052652,1063.4774,5780000.0,5435.0,361250.0,,90304.0,0.0001055136,0.1,1.4545742 +1170.8,1130.426,0.1293113,1063.5562,5790000.0,5444.0,361875.0,,90464.0,0.0001052576,0.1,1.2536926 +1207.3,1131.3779,0.04271329,1063.8298,5800000.0,5452.0,362500.0,,90624.0,0.0001050016,0.1,1.351727 +1244.2,1132.91,0.18511614,1063.9077,5810000.0,5461.0,363125.0,,90752.0,0.0001047968,0.1,1.4144114 +1262.0,1134.7769,0.12057119,1063.7909,5820000.0,5471.0,363750.0,,90912.0,0.0001045408,0.1,1.3328644 +1281.3,1137.351,0.08991557,1063.6746,5830000.0,5481.0,364375.0,,91072.0,0.0001042848,0.1,1.3029317 +1290.6,1139.9921,0.08847065,1063.7523,5840000.0,5490.0,365000.0,,91232.0,0.0001040288,0.1,1.3767083 +1281.5,1142.495,0.1456797,1063.8298,5850000.0,5499.0,365625.0,,91392.0,0.0001037728,0.1,1.3436538 +1264.1,1144.511,0.21604946,1063.9071,5860000.0,5508.0,366250.0,,91552.0,0.0001035168,0.1,1.2350678 +1260.4,1146.1251,0.09237253,1063.984,5870000.0,5517.0,366875.0,,91712.0,0.0001032608,0.1,1.2947602 +1217.1,1147.211,0.14801702,1064.0608,5880000.0,5526.0,367500.0,,91872.0,0.0001030048,0.1,1.4056842 +1206.6,1147.978,0.07388084,1063.9451,5890000.0,5536.0,368125.0,,92000.0,0.0001028,0.1,1.4191035 +1207.9,1148.583,0.104189634,1063.8298,5900000.0,5546.0,368750.0,,92160.0,0.000102544,0.1,1.2897463 +1217.8,1149.123,0.18267979,1064.0979,5910000.0,5554.0,369375.0,,92320.0,0.000102288,0.1,1.3415462 +1237.8,1149.8718,0.07733907,1063.9828,5920000.0,5564.0,370000.0,,92480.0,0.000102032,0.1,1.546202 +1269.5,1151.3469,0.21202064,1064.0588,5930000.0,5573.0,370625.0,,92640.0,0.000101776,0.1,1.199657 +1299.7,1153.468,0.050824784,1064.1348,5940000.0,5582.0,371250.0,,92800.0,0.00010152,0.1,1.1613673 +1333.1,1155.965,0.01356677,1064.2103,5950000.0,5591.0,371875.0,,92960.0,0.000101264,0.1,1.5088508 +1341.5,1158.705,0.22524786,1064.2858,5960000.0,5600.0,372500.0,,93120.0,0.000101008,0.1,1.473094 +1301.9,1160.8461,0.26499793,1064.3608,5970000.0,5609.0,373125.0,,93280.0,0.000100752,0.1,1.4545746 +1278.3,1162.9099,0.09744113,1064.6252,5980000.0,5617.0,373750.0,,93408.0,0.0001005472,0.1,1.6068431 +1288.4,1164.71,0.05856148,1064.6996,5990000.0,5626.0,374375.0,,93568.0,0.0001002912,0.1,1.3470225 +1283.6,1166.402,0.106455386,1064.7737,6000000.0,5635.0,375000.0,,93728.0,0.0001000352,0.1,1.3441147 +1270.7,1167.6079,0.06224674,1064.8477,6010000.0,5644.0,375625.0,,93888.0,9.97792e-05,0.1,1.4224565 +1312.2,1169.292,0.14541416,1065.1097,6020000.0,5652.0,376250.0,,94048.0,9.95232e-05,0.1,1.4944557 +1296.7,1171.0571,0.21719632,1065.1829,6030000.0,5661.0,376875.0,,94208.0,9.92672e-05,0.1,1.2450774 +1302.2,1173.06,0.22831753,1065.2557,6040000.0,5670.0,377500.0,,94368.0,9.90112e-05,0.1,1.3577031 +1291.3,1174.886,0.063897654,1065.1409,6050000.0,5680.0,378125.0,,94528.0,9.87552e-05,0.1,1.5620775 +1287.9,1177.15,0.10621455,1065.2136,6060000.0,5689.0,378750.0,,94656.0,9.85504e-05,0.1,1.4661847 +1284.8,1179.3229,0.13660046,1065.286,6070000.0,5698.0,379375.0,,94816.0,9.82944e-05,0.1,1.3626056 +1293.4,1181.4678,0.10872758,1065.1716,6080000.0,5708.0,380000.0,,94976.0,9.80384e-05,0.1,1.517595 +1262.8,1183.2148,0.03885827,1065.0577,6090000.0,5718.0,380625.0,,95136.0,9.77824e-05,0.1,1.2099861 +1219.9,1184.2479,0.07697484,1065.1301,6100000.0,5727.0,381250.0,,95296.0,9.75264e-05,0.1,1.10066 +1249.3,1185.5609,0.1771244,1065.2023,6110000.0,5736.0,381875.0,,95456.0,9.72704e-05,0.1,1.2932687 +1252.1,1186.559,0.12503956,1065.0887,6120000.0,5746.0,382500.0,,95616.0,9.70144e-05,0.1,1.5168706 +1257.8,1187.695,0.11034135,1065.3458,6130000.0,5754.0,383125.0,,95776.0,9.67584e-05,0.1,1.471988 +1265.6,1188.714,0.16553178,1065.2324,6140000.0,5764.0,383750.0,,95936.0,9.65024e-05,0.1,1.2261437 +1244.4,1189.4039,0.11368858,1065.4885,6150000.0,5772.0,384375.0,,96064.0,9.62976e-05,0.1,1.3635983 +1238.4,1189.989,0.18691924,1065.5596,6160000.0,5781.0,385000.0,,96224.0,9.60416e-05,0.1,1.1480238 +1267.8,1191.094,0.20161559,1065.6304,6170000.0,5790.0,385625.0,,96384.0,9.57856e-05,0.1,1.3077434 +1278.3,1192.2479,0.14091589,1065.5172,6180000.0,5800.0,386250.0,,96544.0,9.55296e-05,0.1,1.3843796 +1298.2,1193.491,0.11803641,1065.4044,6190000.0,5810.0,386875.0,,96704.0,9.52736e-05,0.1,1.1995234 +1311.3,1194.783,0.074405886,1065.1091,6200000.0,5821.0,387500.0,,96864.0,9.50176e-05,0.1,1.1912374 +1300.9,1196.1559,0.12495343,1065.18,6210000.0,5830.0,388125.0,,97024.0,9.47616e-05,0.1,1.3236406 +1287.4,1197.4989,0.1081967,1065.2509,6220000.0,5839.0,388750.0,,97184.0,9.45056e-05,0.1,1.4226065 +1269.0,1198.5719,0.1619319,1065.5037,6230000.0,5847.0,389375.0,,97312.0,9.43008e-05,0.1,1.285365 +1298.5,1200.004,0.20508023,1065.3918,6240000.0,5857.0,390000.0,,97472.0,9.40448e-05,0.1,1.2127407 +1318.0,1201.455,0.12041241,1065.2804,6250000.0,5867.0,390625.0,,97632.0,9.37888e-05,0.1,1.3762107 +1326.3,1203.0459,0.16703978,1065.3506,6260000.0,5876.0,391250.0,,97792.0,9.35328e-05,0.1,1.30162 +1344.0,1204.8359,0.11621016,1065.4205,6270000.0,5885.0,391875.0,,97952.0,9.32768e-05,0.1,1.2246784 +1333.8,1206.532,0.13440353,1065.6711,6280000.0,5893.0,392500.0,,98112.0,9.30208e-05,0.1,1.2883753 +1349.2,1208.416,0.17969553,1065.7405,6290000.0,5902.0,393125.0,,98272.0,9.27648e-05,0.1,1.125082 +1381.4,1210.501,0.15971333,1065.8094,6300000.0,5911.0,393750.0,,98432.0,9.25088e-05,0.1,1.1654321 +1398.5,1212.578,0.15850228,1065.8784,6310000.0,5920.0,394375.0,,98592.0,9.22528e-05,0.1,1.5854038 +1361.8,1214.373,0.08464773,1065.947,6320000.0,5929.0,395000.0,,98720.0,9.2048e-05,0.1,1.187392 +1340.4,1216.354,0.22730534,1065.836,6330000.0,5939.0,395625.0,,98880.0,9.1792e-05,0.1,1.2763821 +1276.8,1218.006,0.19333172,1065.9045,6340000.0,5948.0,396250.0,,99040.0,9.1536e-05,0.1,1.3318436 +1283.7,1219.533,0.2027599,1065.794,6350000.0,5958.0,396875.0,,99200.0,9.128e-05,0.1,1.5108743 +1242.5,1220.9569,0.07557355,1065.8622,6360000.0,5967.0,397500.0,,99360.0,9.1024e-05,0.1,1.1397386 +1215.2,1222.3011,0.04538717,1065.9304,6370000.0,5976.0,398125.0,,99520.0,9.0768e-05,0.1,1.4545248 +1208.5,1223.912,0.17650366,1065.6422,6380000.0,5987.0,398750.0,,99680.0,9.0512e-05,0.1,1.4027188 +1238.6,1225.405,0.040383935,1065.5327,6390000.0,5997.0,399375.0,,99840.0,9.0256e-05,0.1,1.5466862 +1216.5,1226.4751,0.13608553,1065.7786,6400000.0,6005.0,400000.0,,100000.0,9e-05,0.1,1.3686922 +1242.4,1227.693,0.05272947,1066.0236,6410000.0,6013.0,400625.0,,100128.0,8.97952e-05,0.1,1.3163532 +1256.6,1228.938,0.10951167,1065.914,6420000.0,6023.0,401250.0,,100288.0,8.95392e-05,0.1,1.5166366 +1274.0,1229.855,0.11423961,1066.1582,6430000.0,6031.0,401875.0,,100448.0,8.92832e-05,0.1,1.3365312 +1288.7,1230.903,0.062193785,1066.0487,6440000.0,6041.0,402500.0,,100608.0,8.90272e-05,0.1,1.5183787 +1294.1,1231.6691,0.09957103,1065.9395,6450000.0,6051.0,403125.0,,100768.0,8.87712e-05,0.1,1.3841596 +1309.2,1232.54,0.14783975,1065.8307,6460000.0,6061.0,403750.0,,100928.0,8.85152e-05,0.1,1.4144905 +1325.7,1233.6742,0.15852806,1065.7223,6470000.0,6071.0,404375.0,,101088.0,8.82592e-05,0.1,1.5169809 +1325.4,1234.8341,0.089098565,1065.6143,6480000.0,6081.0,405000.0,,101248.0,8.80032e-05,0.1,1.29167 +1341.7,1235.9601,0.097309135,1065.6814,6490000.0,6090.0,405625.0,,101376.0,8.77984e-05,0.1,1.2922822 +1339.7,1237.5021,0.06779857,1065.7485,6500000.0,6099.0,406250.0,,101536.0,8.75424e-05,0.1,1.2942213 +1326.9,1239.131,0.18322192,1065.8153,6510000.0,6108.0,406875.0,,101696.0,8.72864e-05,0.1,1.5453027 +1291.5,1240.6351,0.1031978,1065.7078,6520000.0,6118.0,407500.0,,101856.0,8.70304e-05,0.1,1.4008533 +1305.5,1242.05,0.079983264,1065.7744,6530000.0,6127.0,408125.0,,102016.0,8.67744e-05,0.1,1.4431977 +1286.3,1243.183,0.056506656,1065.4937,6540000.0,6138.0,408750.0,,102176.0,8.65184e-05,0.1,1.647371 +1300.7,1244.365,0.063796654,1065.5604,6550000.0,6147.0,409375.0,,102336.0,8.62624e-05,0.1,1.3538073 +1283.1,1245.6641,0.036956657,1065.6271,6560000.0,6156.0,410000.0,,102496.0,8.60064e-05,0.1,1.3678968 +1269.5,1246.807,0.18667553,1065.6935,6570000.0,6165.0,410625.0,,102656.0,8.57504e-05,0.1,1.2624483 +1239.1,1247.5381,0.16864866,1065.587,6580000.0,6175.0,411250.0,,102784.0,8.55456e-05,0.1,1.3726447 +1244.4,1248.3801,0.15866655,1065.481,6590000.0,6185.0,411875.0,,102944.0,8.52896e-05,0.1,1.3192893 +1260.3,1249.426,0.06763596,1065.3752,6600000.0,6195.0,412500.0,,103104.0,8.50336e-05,0.1,1.3151381 +1237.7,1250.271,0.068560205,1065.4417,6610000.0,6204.0,413125.0,,103264.0,8.47776e-05,0.1,1.3922398 +1223.8,1251.4199,0.08444315,1065.5078,6620000.0,6213.0,413750.0,,103424.0,8.45216e-05,0.1,1.0658805 +1276.4,1253.051,0.118436776,1065.2313,6630000.0,6224.0,414375.0,,103584.0,8.42656e-05,0.1,1.6208549 +1260.5,1254.2789,0.15850072,1065.2976,6640000.0,6233.0,415000.0,,103744.0,8.40096e-05,0.1,1.543192 +1299.8,1255.9569,0.12951244,1065.3636,6650000.0,6242.0,415625.0,,103904.0,8.37536e-05,0.1,1.3197824 +1317.4,1257.7289,0.07591016,1065.7705,6660000.0,6249.0,416250.0,,104032.0,8.35488e-05,0.1,1.4646199 +1323.1,1259.639,0.07149194,1065.8357,6670000.0,6258.0,416875.0,,104192.0,8.32928e-05,0.1,1.5002888 +1332.6,1261.9869,0.124373525,1065.5607,6680000.0,6269.0,417500.0,,104352.0,8.30368e-05,0.1,1.3162615 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..ea323ec467a3798c8bed4872fb9041ba58f1caae --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1261.9869384765625, + "strength": 727.822998046875, + "max_strength": 1203.0, + "final_strength": 1137.0999755859375, + "sample_efficiency": 4.172405567715032e-07, + "training_efficiency": 2.6652543965610676e-05, + "stability": 0.991517186164856 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_metrics_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..6d0fd75bf64488c7777362b79da64dfefa1b1217 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s0_session_metrics_train.json @@ -0,0 +1,4702 @@ +{ + "scalar": { + "total_reward_ma": 1261.9869384765625, + "strength": 727.822998046875, + "max_strength": 1203.0, + "final_strength": 1137.0999755859375, + "sample_efficiency": 4.172405567715032e-07, + "training_efficiency": 2.6652543965610676e-05, + "stability": 0.991517186164856 + }, + "local": { + "mean_returns": [ + 160.0, + 192.5, + 224.8648681640625, + 231.8000030517578, + 268.5074768066406, + 271.8292541503906, + 268.6597900390625, + 277.70001220703125, + 316.0, + 328.70001220703125, + 344.0, + 337.29998779296875, + 348.5, + 372.0, + 357.20001220703125, + 358.0, + 358.0, + 366.79998779296875, + 373.8999938964844, + 389.5, + 397.0, + 410.5, + 420.5, + 422.8999938964844, + 431.79998779296875, + 417.0, + 406.0, + 430.79998779296875, + 428.29998779296875, + 424.5, + 425.20001220703125, + 436.79998779296875, + 437.29998779296875, + 427.20001220703125, + 445.6000061035156, + 451.1000061035156, + 470.1000061035156, + 479.29998779296875, + 504.6000061035156, + 521.9000244140625, + 535.0, + 552.5, + 552.2999877929688, + 552.9000244140625, + 558.7999877929688, + 558.2000122070312, + 555.4000244140625, + 554.0, + 554.7999877929688, + 557.0, + 560.2999877929688, + 560.7000122070312, + 557.7999877929688, + 557.0, + 567.4000244140625, + 569.0, + 568.7999877929688, + 574.0999755859375, + 588.0, + 595.2000122070312, + 588.5, + 594.0999755859375, + 600.0, + 606.5, + 594.5, + 601.2999877929688, + 602.0, + 608.7000122070312, + 606.9000244140625, + 614.2999877929688, + 623.0999755859375, + 622.7000122070312, + 625.2999877929688, + 623.2999877929688, + 625.4000244140625, + 619.4000244140625, + 614.7000122070312, + 615.2999877929688, + 619.2000122070312, + 626.7000122070312, + 628.2999877929688, + 640.2999877929688, + 642.5, + 638.7000122070312, + 641.0, + 633.7000122070312, + 619.2000122070312, + 618.5999755859375, + 619.2000122070312, + 624.0, + 624.2999877929688, + 620.2999877929688, + 631.0999755859375, + 637.7000122070312, + 633.0, + 627.0999755859375, + 631.2999877929688, + 630.0999755859375, + 633.2000122070312, + 634.2999877929688, + 647.2000122070312, + 648.2999877929688, + 644.7000122070312, + 647.5999755859375, + 656.0, + 658.5, + 669.5, + 672.5, + 667.0, + 668.0999755859375, + 667.4000244140625, + 663.5999755859375, + 662.7999877929688, + 655.7000122070312, + 666.2999877929688, + 670.5999755859375, + 667.2999877929688, + 668.4000244140625, + 675.7000122070312, + 680.2999877929688, + 676.0999755859375, + 680.5, + 679.7999877929688, + 683.2999877929688, + 682.2999877929688, + 683.0999755859375, + 687.7999877929688, + 687.5, + 684.9000244140625, + 692.2000122070312, + 693.5, + 695.4000244140625, + 697.0999755859375, + 700.5999755859375, + 699.0999755859375, + 694.7000122070312, + 693.5999755859375, + 684.5, + 687.4000244140625, + 696.4000244140625, + 707.5, + 709.7999877929688, + 716.2000122070312, + 729.7000122070312, + 741.5999755859375, + 750.5999755859375, + 749.0999755859375, + 744.5, + 752.0999755859375, + 746.9000244140625, + 741.9000244140625, + 731.5, + 735.0999755859375, + 740.7000122070312, + 722.0, + 698.2999877929688, + 702.9000244140625, + 700.2000122070312, + 701.0999755859375, + 703.2999877929688, + 714.7000122070312, + 735.0999755859375, + 731.7000122070312, + 733.5, + 729.0, + 737.5, + 731.0, + 725.5999755859375, + 733.2999877929688, + 736.7999877929688, + 745.2000122070312, + 740.7000122070312, + 761.7999877929688, + 756.5, + 750.2999877929688, + 754.4000244140625, + 764.0999755859375, + 764.7999877929688, + 774.7000122070312, + 788.9000244140625, + 787.2999877929688, + 799.9000244140625, + 793.2999877929688, + 774.4000244140625, + 765.7000122070312, + 773.7000122070312, + 781.5, + 775.7000122070312, + 780.0999755859375, + 779.2000122070312, + 781.5, + 781.0999755859375, + 793.2999877929688, + 772.5999755859375, + 794.5999755859375, + 818.7999877929688, + 823.2999877929688, + 803.2999877929688, + 823.2000122070312, + 827.2999877929688, + 811.9000244140625, + 814.5, + 818.4000244140625, + 812.5, + 843.5999755859375, + 865.0999755859375, + 881.0, + 883.7000122070312, + 890.7000122070312, + 886.9000244140625, + 883.0999755859375, + 866.0, + 840.7999877929688, + 827.2999877929688, + 822.0, + 801.7000122070312, + 814.4000244140625, + 807.9000244140625, + 840.2000122070312, + 853.7000122070312, + 866.7000122070312, + 857.5, + 852.5, + 848.0, + 854.0, + 838.7000122070312, + 837.9000244140625, + 868.2000122070312, + 884.0999755859375, + 886.7999877929688, + 882.2000122070312, + 864.7999877929688, + 886.9000244140625, + 860.2999877929688, + 865.7000122070312, + 865.9000244140625, + 859.5999755859375, + 884.5999755859375, + 874.0999755859375, + 870.2000122070312, + 849.7999877929688, + 840.0999755859375, + 831.2000122070312, + 800.2000122070312, + 818.4000244140625, + 806.9000244140625, + 819.4000244140625, + 846.5, + 851.7999877929688, + 872.7999877929688, + 883.5, + 894.7999877929688, + 870.9000244140625, + 856.2000122070312, + 885.7999877929688, + 877.4000244140625, + 892.7000122070312, + 916.7999877929688, + 942.0999755859375, + 927.7999877929688, + 916.7000122070312, + 887.7000122070312, + 872.0999755859375, + 880.7000122070312, + 901.0, + 929.9000244140625, + 943.2999877929688, + 957.0, + 925.0, + 926.2999877929688, + 933.7999877929688, + 946.2000122070312, + 937.0, + 954.7000122070312, + 993.9000244140625, + 970.7000122070312, + 966.5999755859375, + 922.9000244140625, + 940.5, + 913.5999755859375, + 902.0999755859375, + 922.4000244140625, + 920.7999877929688, + 935.5999755859375, + 932.2999877929688, + 924.0999755859375, + 925.7999877929688, + 899.2000122070312, + 877.5, + 873.9000244140625, + 870.5, + 875.4000244140625, + 884.0, + 921.4000244140625, + 932.9000244140625, + 953.7999877929688, + 959.5, + 937.0999755859375, + 956.0999755859375, + 988.5, + 1002.0999755859375, + 1010.7000122070312, + 1012.0999755859375, + 1027.699951171875, + 1014.2999877929688, + 988.9000244140625, + 961.5999755859375, + 961.2999877929688, + 948.5, + 936.9000244140625, + 914.4000244140625, + 940.2999877929688, + 928.2000122070312, + 916.2000122070312, + 904.9000244140625, + 905.7000122070312, + 910.9000244140625, + 920.7000122070312, + 932.0, + 948.0, + 971.7000122070312, + 977.5, + 970.4000244140625, + 928.7999877929688, + 959.2000122070312, + 970.0, + 962.7000122070312, + 952.0999755859375, + 955.2000122070312, + 976.4000244140625, + 964.9000244140625, + 960.7000122070312, + 969.5999755859375, + 980.9000244140625, + 978.7999877929688, + 971.5999755859375, + 975.5999755859375, + 966.7000122070312, + 934.2999877929688, + 913.2999877929688, + 917.5999755859375, + 875.9000244140625, + 870.2000122070312, + 876.7999877929688, + 891.0999755859375, + 912.9000244140625, + 937.2000122070312, + 943.0, + 987.5999755859375, + 1012.9000244140625, + 1026.699951171875, + 1041.800048828125, + 1026.4000244140625, + 1006.5, + 1003.7999877929688, + 984.5999755859375, + 973.7000122070312, + 961.0999755859375, + 987.5, + 1003.5999755859375, + 989.0, + 1018.5, + 1042.0999755859375, + 1040.9000244140625, + 1048.0, + 1062.0, + 1058.0, + 1023.9000244140625, + 999.9000244140625, + 998.5999755859375, + 986.2000122070312, + 981.5999755859375, + 959.5, + 965.5, + 969.0999755859375, + 965.9000244140625, + 957.9000244140625, + 962.9000244140625, + 981.7999877929688, + 979.0999755859375, + 1009.5999755859375, + 1000.9000244140625, + 1011.2999877929688, + 1018.0999755859375, + 1009.9000244140625, + 1035.5, + 994.7000122070312, + 1010.7000122070312, + 975.2000122070312, + 961.0, + 935.9000244140625, + 938.4000244140625, + 938.7000122070312, + 945.9000244140625, + 948.2000122070312, + 972.2999877929688, + 1001.4000244140625, + 1036.699951171875, + 1032.300048828125, + 1058.0999755859375, + 1062.9000244140625, + 1068.5, + 1068.699951171875, + 1029.199951171875, + 1028.699951171875, + 1006.5, + 991.9000244140625, + 969.2999877929688, + 971.4000244140625, + 961.0, + 951.2999877929688, + 961.0999755859375, + 973.9000244140625, + 977.5, + 971.2000122070312, + 944.0, + 910.0, + 916.9000244140625, + 932.7999877929688, + 922.7000122070312, + 970.0, + 996.2000122070312, + 1005.7999877929688, + 1000.0, + 1018.2000122070312, + 961.7000122070312, + 938.0, + 903.5999755859375, + 879.0999755859375, + 882.7000122070312, + 874.9000244140625, + 934.4000244140625, + 971.7999877929688, + 976.0, + 1029.4000244140625, + 1075.4000244140625, + 1076.0, + 1032.699951171875, + 1032.300048828125, + 1010.5999755859375, + 1013.5, + 998.7000122070312, + 978.4000244140625, + 989.0999755859375, + 1004.5999755859375, + 1031.9000244140625, + 1057.5999755859375, + 1039.800048828125, + 1068.800048828125, + 1078.0999755859375, + 1099.800048828125, + 1114.0999755859375, + 1096.199951171875, + 1096.9000244140625, + 1088.5999755859375, + 1034.0, + 1037.800048828125, + 989.5, + 1035.699951171875, + 1064.199951171875, + 1066.4000244140625, + 1066.699951171875, + 1118.300048828125, + 1127.5999755859375, + 1087.699951171875, + 1074.800048828125, + 1035.699951171875, + 1052.0999755859375, + 1038.800048828125, + 1021.7000122070312, + 989.5, + 1008.5999755859375, + 1034.199951171875, + 1033.5, + 1072.5, + 1099.5999755859375, + 1138.199951171875, + 1142.300048828125, + 1128.0999755859375, + 1112.0999755859375, + 1091.0, + 1075.300048828125, + 1023.9000244140625, + 1026.5, + 1031.199951171875, + 1062.5, + 1099.0, + 1108.5, + 1129.9000244140625, + 1147.4000244140625, + 1163.800048828125, + 1162.9000244140625, + 1122.0, + 1087.5999755859375, + 1083.4000244140625, + 1067.5, + 1087.800048828125, + 1071.9000244140625, + 1108.4000244140625, + 1114.4000244140625, + 1150.0999755859375, + 1143.800048828125, + 1120.199951171875, + 1101.9000244140625, + 1108.699951171875, + 1061.5, + 1067.5, + 1078.9000244140625, + 1088.0999755859375, + 1116.5999755859375, + 1118.0, + 1152.300048828125, + 1144.199951171875, + 1163.699951171875, + 1175.4000244140625, + 1179.9000244140625, + 1157.300048828125, + 1162.9000244140625, + 1173.9000244140625, + 1182.0999755859375, + 1163.5999755859375, + 1153.0999755859375, + 1161.699951171875, + 1155.300048828125, + 1172.9000244140625, + 1167.199951171875, + 1165.0, + 1164.199951171875, + 1160.800048828125, + 1172.9000244140625, + 1190.800048828125, + 1182.300048828125, + 1142.300048828125, + 1111.5999755859375, + 1131.0, + 1100.0999755859375, + 1080.800048828125, + 1047.4000244140625, + 1089.300048828125, + 1109.5, + 1120.5999755859375, + 1132.0999755859375, + 1182.300048828125, + 1183.9000244140625, + 1217.5, + 1222.0999755859375, + 1212.300048828125, + 1209.4000244140625, + 1229.0999755859375, + 1185.5, + 1164.0, + 1141.0999755859375, + 1164.0, + 1173.0, + 1182.5, + 1153.199951171875, + 1155.199951171875, + 1166.0, + 1160.199951171875, + 1155.699951171875, + 1153.199951171875, + 1108.9000244140625, + 1113.300048828125, + 1137.699951171875, + 1132.0, + 1140.199951171875, + 1132.0999755859375, + 1097.800048828125, + 1093.300048828125, + 1092.0, + 1092.5999755859375, + 1080.9000244140625, + 1050.4000244140625, + 1045.0, + 1075.0999755859375, + 1105.0, + 1109.5999755859375, + 1157.199951171875, + 1170.800048828125, + 1207.300048828125, + 1244.199951171875, + 1262.0, + 1281.300048828125, + 1290.5999755859375, + 1281.5, + 1264.0999755859375, + 1260.4000244140625, + 1217.0999755859375, + 1206.5999755859375, + 1207.9000244140625, + 1217.800048828125, + 1237.800048828125, + 1269.5, + 1299.699951171875, + 1333.0999755859375, + 1341.5, + 1301.9000244140625, + 1278.300048828125, + 1288.4000244140625, + 1283.5999755859375, + 1270.699951171875, + 1312.199951171875, + 1296.699951171875, + 1302.199951171875, + 1291.300048828125, + 1287.9000244140625, + 1284.800048828125, + 1293.4000244140625, + 1262.800048828125, + 1219.9000244140625, + 1249.300048828125, + 1252.0999755859375, + 1257.800048828125, + 1265.5999755859375, + 1244.4000244140625, + 1238.4000244140625, + 1267.800048828125, + 1278.300048828125, + 1298.199951171875, + 1311.300048828125, + 1300.9000244140625, + 1287.4000244140625, + 1269.0, + 1298.5, + 1318.0, + 1326.300048828125, + 1344.0, + 1333.800048828125, + 1349.199951171875, + 1381.4000244140625, + 1398.5, + 1361.800048828125, + 1340.4000244140625, + 1276.800048828125, + 1283.699951171875, + 1242.5, + 1215.199951171875, + 1208.5, + 1238.5999755859375, + 1216.5, + 1242.4000244140625, + 1256.5999755859375, + 1274.0, + 1288.699951171875, + 1294.0999755859375, + 1309.199951171875, + 1325.699951171875, + 1325.4000244140625, + 1341.699951171875, + 1339.699951171875, + 1326.9000244140625, + 1291.5, + 1305.5, + 1286.300048828125, + 1300.699951171875, + 1283.0999755859375, + 1269.5, + 1239.0999755859375, + 1244.4000244140625, + 1260.300048828125, + 1237.699951171875, + 1223.800048828125, + 1276.4000244140625, + 1260.5, + 1299.800048828125, + 1317.4000244140625, + 1323.0999755859375, + 1332.5999755859375 + ], + "strengths": [ + -35.5, + -3.0, + 29.3648681640625, + 36.30000305175781, + 73.00747680664062, + 76.32925415039062, + 73.1597900390625, + 82.20001220703125, + 120.5, + 133.20001220703125, + 148.5, + 141.79998779296875, + 153.0, + 176.5, + 161.70001220703125, + 162.5, + 162.5, + 171.29998779296875, + 178.39999389648438, + 194.0, + 201.5, + 215.0, + 225.0, + 227.39999389648438, + 236.29998779296875, + 221.5, + 210.5, + 235.29998779296875, + 232.79998779296875, + 229.0, + 229.70001220703125, + 241.29998779296875, + 241.79998779296875, + 231.70001220703125, + 250.10000610351562, + 255.60000610351562, + 274.6000061035156, + 283.79998779296875, + 309.1000061035156, + 326.4000244140625, + 339.5, + 357.0, + 356.79998779296875, + 357.4000244140625, + 363.29998779296875, + 362.70001220703125, + 359.9000244140625, + 358.5, + 359.29998779296875, + 361.5, + 364.79998779296875, + 365.20001220703125, + 362.29998779296875, + 361.5, + 371.9000244140625, + 373.5, + 373.29998779296875, + 378.5999755859375, + 392.5, + 399.70001220703125, + 393.0, + 398.5999755859375, + 404.5, + 411.0, + 399.0, + 405.79998779296875, + 406.5, + 413.20001220703125, + 411.4000244140625, + 418.79998779296875, + 427.5999755859375, + 427.20001220703125, + 429.79998779296875, + 427.79998779296875, + 429.9000244140625, + 423.9000244140625, + 419.20001220703125, + 419.79998779296875, + 423.70001220703125, + 431.20001220703125, + 432.79998779296875, + 444.79998779296875, + 447.0, + 443.20001220703125, + 445.5, + 438.20001220703125, + 423.70001220703125, + 423.0999755859375, + 423.70001220703125, + 428.5, + 428.79998779296875, + 424.79998779296875, + 435.5999755859375, + 442.20001220703125, + 437.5, + 431.5999755859375, + 435.79998779296875, + 434.5999755859375, + 437.70001220703125, + 438.79998779296875, + 451.70001220703125, + 452.79998779296875, + 449.20001220703125, + 452.0999755859375, + 460.5, + 463.0, + 474.0, + 477.0, + 471.5, + 472.5999755859375, + 471.9000244140625, + 468.0999755859375, + 467.29998779296875, + 460.20001220703125, + 470.79998779296875, + 475.0999755859375, + 471.79998779296875, + 472.9000244140625, + 480.20001220703125, + 484.79998779296875, + 480.5999755859375, + 485.0, + 484.29998779296875, + 487.79998779296875, + 486.79998779296875, + 487.5999755859375, + 492.29998779296875, + 492.0, + 489.4000244140625, + 496.70001220703125, + 498.0, + 499.9000244140625, + 501.5999755859375, + 505.0999755859375, + 503.5999755859375, + 499.20001220703125, + 498.0999755859375, + 489.0, + 491.9000244140625, + 500.9000244140625, + 512.0, + 514.2999877929688, + 520.7000122070312, + 534.2000122070312, + 546.0999755859375, + 555.0999755859375, + 553.5999755859375, + 549.0, + 556.5999755859375, + 551.4000244140625, + 546.4000244140625, + 536.0, + 539.5999755859375, + 545.2000122070312, + 526.5, + 502.79998779296875, + 507.4000244140625, + 504.70001220703125, + 505.5999755859375, + 507.79998779296875, + 519.2000122070312, + 539.5999755859375, + 536.2000122070312, + 538.0, + 533.5, + 542.0, + 535.5, + 530.0999755859375, + 537.7999877929688, + 541.2999877929688, + 549.7000122070312, + 545.2000122070312, + 566.2999877929688, + 561.0, + 554.7999877929688, + 558.9000244140625, + 568.5999755859375, + 569.2999877929688, + 579.2000122070312, + 593.4000244140625, + 591.7999877929688, + 604.4000244140625, + 597.7999877929688, + 578.9000244140625, + 570.2000122070312, + 578.2000122070312, + 586.0, + 580.2000122070312, + 584.5999755859375, + 583.7000122070312, + 586.0, + 585.5999755859375, + 597.7999877929688, + 577.0999755859375, + 599.0999755859375, + 623.2999877929688, + 627.7999877929688, + 607.7999877929688, + 627.7000122070312, + 631.7999877929688, + 616.4000244140625, + 619.0, + 622.9000244140625, + 617.0, + 648.0999755859375, + 669.5999755859375, + 685.5, + 688.2000122070312, + 695.2000122070312, + 691.4000244140625, + 687.5999755859375, + 670.5, + 645.2999877929688, + 631.7999877929688, + 626.5, + 606.2000122070312, + 618.9000244140625, + 612.4000244140625, + 644.7000122070312, + 658.2000122070312, + 671.2000122070312, + 662.0, + 657.0, + 652.5, + 658.5, + 643.2000122070312, + 642.4000244140625, + 672.7000122070312, + 688.5999755859375, + 691.2999877929688, + 686.7000122070312, + 669.2999877929688, + 691.4000244140625, + 664.7999877929688, + 670.2000122070312, + 670.4000244140625, + 664.0999755859375, + 689.0999755859375, + 678.5999755859375, + 674.7000122070312, + 654.2999877929688, + 644.5999755859375, + 635.7000122070312, + 604.7000122070312, + 622.9000244140625, + 611.4000244140625, + 623.9000244140625, + 651.0, + 656.2999877929688, + 677.2999877929688, + 688.0, + 699.2999877929688, + 675.4000244140625, + 660.7000122070312, + 690.2999877929688, + 681.9000244140625, + 697.2000122070312, + 721.2999877929688, + 746.5999755859375, + 732.2999877929688, + 721.2000122070312, + 692.2000122070312, + 676.5999755859375, + 685.2000122070312, + 705.5, + 734.4000244140625, + 747.7999877929688, + 761.5, + 729.5, + 730.7999877929688, + 738.2999877929688, + 750.7000122070312, + 741.5, + 759.2000122070312, + 798.4000244140625, + 775.2000122070312, + 771.0999755859375, + 727.4000244140625, + 745.0, + 718.0999755859375, + 706.5999755859375, + 726.9000244140625, + 725.2999877929688, + 740.0999755859375, + 736.7999877929688, + 728.5999755859375, + 730.2999877929688, + 703.7000122070312, + 682.0, + 678.4000244140625, + 675.0, + 679.9000244140625, + 688.5, + 725.9000244140625, + 737.4000244140625, + 758.2999877929688, + 764.0, + 741.5999755859375, + 760.5999755859375, + 793.0, + 806.5999755859375, + 815.2000122070312, + 816.5999755859375, + 832.199951171875, + 818.7999877929688, + 793.4000244140625, + 766.0999755859375, + 765.7999877929688, + 753.0, + 741.4000244140625, + 718.9000244140625, + 744.7999877929688, + 732.7000122070312, + 720.7000122070312, + 709.4000244140625, + 710.2000122070312, + 715.4000244140625, + 725.2000122070312, + 736.5, + 752.5, + 776.2000122070312, + 782.0, + 774.9000244140625, + 733.2999877929688, + 763.7000122070312, + 774.5, + 767.2000122070312, + 756.5999755859375, + 759.7000122070312, + 780.9000244140625, + 769.4000244140625, + 765.2000122070312, + 774.0999755859375, + 785.4000244140625, + 783.2999877929688, + 776.0999755859375, + 780.0999755859375, + 771.2000122070312, + 738.7999877929688, + 717.7999877929688, + 722.0999755859375, + 680.4000244140625, + 674.7000122070312, + 681.2999877929688, + 695.5999755859375, + 717.4000244140625, + 741.7000122070312, + 747.5, + 792.0999755859375, + 817.4000244140625, + 831.199951171875, + 846.300048828125, + 830.9000244140625, + 811.0, + 808.2999877929688, + 789.0999755859375, + 778.2000122070312, + 765.5999755859375, + 792.0, + 808.0999755859375, + 793.5, + 823.0, + 846.5999755859375, + 845.4000244140625, + 852.5, + 866.5, + 862.5, + 828.4000244140625, + 804.4000244140625, + 803.0999755859375, + 790.7000122070312, + 786.0999755859375, + 764.0, + 770.0, + 773.5999755859375, + 770.4000244140625, + 762.4000244140625, + 767.4000244140625, + 786.2999877929688, + 783.5999755859375, + 814.0999755859375, + 805.4000244140625, + 815.7999877929688, + 822.5999755859375, + 814.4000244140625, + 840.0, + 799.2000122070312, + 815.2000122070312, + 779.7000122070312, + 765.5, + 740.4000244140625, + 742.9000244140625, + 743.2000122070312, + 750.4000244140625, + 752.7000122070312, + 776.7999877929688, + 805.9000244140625, + 841.199951171875, + 836.800048828125, + 862.5999755859375, + 867.4000244140625, + 873.0, + 873.199951171875, + 833.699951171875, + 833.199951171875, + 811.0, + 796.4000244140625, + 773.7999877929688, + 775.9000244140625, + 765.5, + 755.7999877929688, + 765.5999755859375, + 778.4000244140625, + 782.0, + 775.7000122070312, + 748.5, + 714.5, + 721.4000244140625, + 737.2999877929688, + 727.2000122070312, + 774.5, + 800.7000122070312, + 810.2999877929688, + 804.5, + 822.7000122070312, + 766.2000122070312, + 742.5, + 708.0999755859375, + 683.5999755859375, + 687.2000122070312, + 679.4000244140625, + 738.9000244140625, + 776.2999877929688, + 780.5, + 833.9000244140625, + 879.9000244140625, + 880.5, + 837.199951171875, + 836.800048828125, + 815.0999755859375, + 818.0, + 803.2000122070312, + 782.9000244140625, + 793.5999755859375, + 809.0999755859375, + 836.4000244140625, + 862.0999755859375, + 844.300048828125, + 873.300048828125, + 882.5999755859375, + 904.300048828125, + 918.5999755859375, + 900.699951171875, + 901.4000244140625, + 893.0999755859375, + 838.5, + 842.300048828125, + 794.0, + 840.199951171875, + 868.699951171875, + 870.9000244140625, + 871.199951171875, + 922.800048828125, + 932.0999755859375, + 892.199951171875, + 879.300048828125, + 840.199951171875, + 856.5999755859375, + 843.300048828125, + 826.2000122070312, + 794.0, + 813.0999755859375, + 838.699951171875, + 838.0, + 877.0, + 904.0999755859375, + 942.699951171875, + 946.800048828125, + 932.5999755859375, + 916.5999755859375, + 895.5, + 879.800048828125, + 828.4000244140625, + 831.0, + 835.699951171875, + 867.0, + 903.5, + 913.0, + 934.4000244140625, + 951.9000244140625, + 968.300048828125, + 967.4000244140625, + 926.5, + 892.0999755859375, + 887.9000244140625, + 872.0, + 892.300048828125, + 876.4000244140625, + 912.9000244140625, + 918.9000244140625, + 954.5999755859375, + 948.300048828125, + 924.699951171875, + 906.4000244140625, + 913.199951171875, + 866.0, + 872.0, + 883.4000244140625, + 892.5999755859375, + 921.0999755859375, + 922.5, + 956.800048828125, + 948.699951171875, + 968.199951171875, + 979.9000244140625, + 984.4000244140625, + 961.800048828125, + 967.4000244140625, + 978.4000244140625, + 986.5999755859375, + 968.0999755859375, + 957.5999755859375, + 966.199951171875, + 959.800048828125, + 977.4000244140625, + 971.699951171875, + 969.5, + 968.699951171875, + 965.300048828125, + 977.4000244140625, + 995.300048828125, + 986.800048828125, + 946.800048828125, + 916.0999755859375, + 935.5, + 904.5999755859375, + 885.300048828125, + 851.9000244140625, + 893.800048828125, + 914.0, + 925.0999755859375, + 936.5999755859375, + 986.800048828125, + 988.4000244140625, + 1022.0, + 1026.5999755859375, + 1016.800048828125, + 1013.9000244140625, + 1033.5999755859375, + 990.0, + 968.5, + 945.5999755859375, + 968.5, + 977.5, + 987.0, + 957.699951171875, + 959.699951171875, + 970.5, + 964.699951171875, + 960.199951171875, + 957.699951171875, + 913.4000244140625, + 917.800048828125, + 942.199951171875, + 936.5, + 944.699951171875, + 936.5999755859375, + 902.300048828125, + 897.800048828125, + 896.5, + 897.0999755859375, + 885.4000244140625, + 854.9000244140625, + 849.5, + 879.5999755859375, + 909.5, + 914.0999755859375, + 961.699951171875, + 975.300048828125, + 1011.800048828125, + 1048.699951171875, + 1066.5, + 1085.800048828125, + 1095.0999755859375, + 1086.0, + 1068.5999755859375, + 1064.9000244140625, + 1021.5999755859375, + 1011.0999755859375, + 1012.4000244140625, + 1022.300048828125, + 1042.300048828125, + 1074.0, + 1104.199951171875, + 1137.5999755859375, + 1146.0, + 1106.4000244140625, + 1082.800048828125, + 1092.9000244140625, + 1088.0999755859375, + 1075.199951171875, + 1116.699951171875, + 1101.199951171875, + 1106.699951171875, + 1095.800048828125, + 1092.4000244140625, + 1089.300048828125, + 1097.9000244140625, + 1067.300048828125, + 1024.4000244140625, + 1053.800048828125, + 1056.5999755859375, + 1062.300048828125, + 1070.0999755859375, + 1048.9000244140625, + 1042.9000244140625, + 1072.300048828125, + 1082.800048828125, + 1102.699951171875, + 1115.800048828125, + 1105.4000244140625, + 1091.9000244140625, + 1073.5, + 1103.0, + 1122.5, + 1130.800048828125, + 1148.5, + 1138.300048828125, + 1153.699951171875, + 1185.9000244140625, + 1203.0, + 1166.300048828125, + 1144.9000244140625, + 1081.300048828125, + 1088.199951171875, + 1047.0, + 1019.699951171875, + 1013.0, + 1043.0999755859375, + 1021.0, + 1046.9000244140625, + 1061.0999755859375, + 1078.5, + 1093.199951171875, + 1098.5999755859375, + 1113.699951171875, + 1130.199951171875, + 1129.9000244140625, + 1146.199951171875, + 1144.199951171875, + 1131.4000244140625, + 1096.0, + 1110.0, + 1090.800048828125, + 1105.199951171875, + 1087.5999755859375, + 1074.0, + 1043.5999755859375, + 1048.9000244140625, + 1064.800048828125, + 1042.199951171875, + 1028.300048828125, + 1080.9000244140625, + 1065.0, + 1104.300048828125, + 1121.9000244140625, + 1127.5999755859375, + 1137.0999755859375 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 9.610389679437503e-05, + 0.0002978797710966319, + -6.676530028926209e-05, + -3.5291307085572043e-06, + 5.204672106629005e-06, + 7.865744919399731e-06, + 9.01362182048615e-06, + 9.572350791131612e-06, + 9.669629434938543e-06, + 9.552554729452822e-06, + 9.35516527533764e-06, + 9.107886398851406e-06, + 8.820148650556803e-06, + 8.565429197915364e-06, + 8.319439075421542e-06, + 8.085388799372595e-06, + 7.852819180698134e-06, + 7.626546448591398e-06, + 7.398637535516173e-06, + 7.18064620741643e-06, + 6.967029548832215e-06, + 6.762209523003548e-06, + 6.572100119228708e-06, + 6.39017980574863e-06, + 6.232002306205686e-06, + 6.090943770686863e-06, + 5.943038559053093e-06, + 5.806096851301845e-06, + 5.679417427018052e-06, + 5.559497367357835e-06, + 5.440607310447376e-06, + 5.328157840267522e-06, + 5.226013854553457e-06, + 5.121426056575729e-06, + 5.020241587772034e-06, + 4.9175118874700274e-06, + 4.817376066057477e-06, + 4.7147664190561045e-06, + 4.613152214005822e-06, + 4.514125066634733e-06, + 4.41662450612057e-06, + 4.32527622251655e-06, + 4.239224381308304e-06, + 4.156780050834641e-06, + 4.079037807969144e-06, + 4.005963091913145e-06, + 3.93682466892642e-06, + 3.870868113153847e-06, + 3.8076018427091185e-06, + 3.7466586491063936e-06, + 3.6883425309497397e-06, + 3.632945890785777e-06, + 3.579926215024898e-06, + 3.52757660948555e-06, + 3.4771016999002313e-06, + 3.428612671996234e-06, + 3.3813064419518923e-06, + 3.3341407288389746e-06, + 3.287963636466884e-06, + 3.244264007662423e-06, + 3.201553909093491e-06, + 3.1597762699675513e-06, + 3.118849690508796e-06, + 3.080492433582549e-06, + 3.0427834190049907e-06, + 3.006255155924009e-06, + 2.9703346626774874e-06, + 2.93571679321758e-06, + 2.901589141401928e-06, + 2.8678484795818804e-06, + 2.835196937667206e-06, + 2.803356210279162e-06, + 2.7726166536012897e-06, + 2.7426349333836697e-06, + 2.7139167286804877e-06, + 2.6862983304454247e-06, + 2.6593806978780776e-06, + 2.6329319098294945e-06, + 2.6067261842399603e-06, + 2.58111504081171e-06, + 2.555487981226179e-06, + 2.530415258661378e-06, + 2.5061988253582967e-06, + 2.4824732918204973e-06, + 2.459712277413928e-06, + 2.4382197807426564e-06, + 2.4172391022148076e-06, + 2.396692934780731e-06, + 2.3763700482959393e-06, + 2.3564759885630338e-06, + 2.3371874249278335e-06, + 2.3178288302005967e-06, + 2.2985993837210117e-06, + 2.2799788439442636e-06, + 2.2619876745011425e-06, + 2.244188635813771e-06, + 2.226794322268688e-06, + 2.209623517046566e-06, + 2.1927482976025203e-06, + 2.1757216472906293e-06, + 2.158994448109297e-06, + 2.14272654375236e-06, + 2.126670324287261e-06, + 2.110633204210899e-06, + 2.094823003062629e-06, + 2.078954139506095e-06, + 2.063299689325504e-06, + 2.0481252249737736e-06, + 2.033204509643838e-06, + 2.0185850644338643e-06, + 2.00434988073539e-06, + 1.9903948214050615e-06, + 1.9768940546782687e-06, + 1.963323484233115e-06, + 1.9498700112308143e-06, + 1.936743501573801e-06, + 1.9238123059039935e-06, + 1.9109070308331866e-06, + 1.8981031644216273e-06, + 1.8856267161027063e-06, + 1.8732486068984144e-06, + 1.8610954839459737e-06, + 1.8490582078811713e-06, + 1.8372437580183032e-06, + 1.8256027942697983e-06, + 1.8140406154998345e-06, + 1.802672272788186e-06, + 1.7915441503646434e-06, + 1.7804287608669256e-06, + 1.7694610505714081e-06, + 1.7586249896339723e-06, + 1.7479221696703462e-06, + 1.7373128002873273e-06, + 1.7268985175178386e-06, + 1.7167321857414208e-06, + 1.7067393400793662e-06, + 1.6970720935205463e-06, + 1.6874865877980483e-06, + 1.677866066529532e-06, + 1.6681763099768432e-06, + 1.6585864841545117e-06, + 1.6490206462549395e-06, + 1.6393539681303082e-06, + 1.629623170629202e-06, + 1.6198854382309946e-06, + 1.6103244888654444e-06, + 1.6009875025702058e-06, + 1.5916642723823315e-06, + 1.582566596880497e-06, + 1.5736837895019562e-06, + 1.5650940667910618e-06, + 1.5565676676487783e-06, + 1.5480736692552455e-06, + 1.5399831454487867e-06, + 1.532355668132368e-06, + 1.5247539977281122e-06, + 1.517286023045017e-06, + 1.509895923845761e-06, + 1.502563804933743e-06, + 1.495159040132421e-06, + 1.4875608940201346e-06, + 1.4801074712522677e-06, + 1.4727239658895996e-06, + 1.4654941651315312e-06, + 1.4582408311980544e-06, + 1.4511635981762083e-06, + 1.4442427982430672e-06, + 1.4373063095263205e-06, + 1.4304094975159387e-06, + 1.423490971319552e-06, + 1.4167127346809139e-06, + 1.4097590792516712e-06, + 1.4029560588824097e-06, + 1.3963102674097172e-06, + 1.3896958535042359e-06, + 1.3830482430421398e-06, + 1.3764737332166987e-06, + 1.3698664815819939e-06, + 1.3631816955239628e-06, + 1.356598545498855e-06, + 1.3499595752364257e-06, + 1.3434754464469734e-06, + 1.3372722378335311e-06, + 1.3312333067005966e-06, + 1.3251801647129469e-06, + 1.3191170182835776e-06, + 1.3131832474755356e-06, + 1.307273009842902e-06, + 1.301439283452055e-06, + 1.295649212806893e-06, + 1.2899283774459036e-06, + 1.2841546777053736e-06, + 1.2786431398126297e-06, + 1.2729848322123871e-06, + 1.2671663398577948e-06, + 1.261375018657418e-06, + 1.2558330126921646e-06, + 1.2501749324655975e-06, + 1.2445462971300003e-06, + 1.2391175232551177e-06, + 1.2337268344708718e-06, + 1.2283628620934905e-06, + 1.223108483827673e-06, + 1.2176514019301976e-06, + 1.212079723700299e-06, + 1.206444835588627e-06, + 1.2008567864540964e-06, + 1.1952807881243643e-06, + 1.1898027878487483e-06, + 1.1844199434563052e-06, + 1.1792321856773924e-06, + 1.1742948800019803e-06, + 1.169512074739032e-06, + 1.1648182862700196e-06, + 1.1603219718381297e-06, + 1.1557767720660195e-06, + 1.1513234312587883e-06, + 1.146682279795641e-06, + 1.1419934935474885e-06, + 1.1372628705430543e-06, + 1.132646616497368e-06, + 1.12811278540903e-06, + 1.1236560339966672e-06, + 1.119203943744651e-06, + 1.1148988505738089e-06, + 1.110641051127459e-06, + 1.1062270459660795e-06, + 1.1017555152648129e-06, + 1.0973135431413539e-06, + 1.0929468317044666e-06, + 1.0887339385590167e-06, + 1.084425775843556e-06, + 1.0803246368595865e-06, + 1.0762302053990425e-06, + 1.0721744274633238e-06, + 1.068195047082554e-06, + 1.064105958903383e-06, + 1.0601183930702973e-06, + 1.056191536008555e-06, + 1.0524189519856009e-06, + 1.0487353847565828e-06, + 1.0451344678585883e-06, + 1.0417377325211419e-06, + 1.0382674417996895e-06, + 1.0348890100431163e-06, + 1.0314696510249632e-06, + 1.027931944008742e-06, + 1.0243963970424375e-06, + 1.0207800187345129e-06, + 1.0171398798775044e-06, + 1.0134739341083332e-06, + 1.009965217235731e-06, + 1.006562570182723e-06, + 1.0030387329607038e-06, + 9.995884511226905e-07, + 9.960920124285622e-07, + 9.925079211825505e-07, + 9.88833107840037e-07, + 9.852628863882273e-07, + 9.817792943067616e-07, + 9.784653229871765e-07, + 9.752534424478654e-07, + 9.720280331748654e-07, + 9.687352076070965e-07, + 9.653380175222992e-07, + 9.619104730518302e-07, + 9.584525741956895e-07, + 9.551699804433156e-07, + 9.519105788058368e-07, + 9.48646743381687e-07, + 9.453576694795629e-07, + 9.421378308616113e-07, + 9.388704143020732e-07, + 9.354661187899183e-07, + 9.321915399596037e-07, + 9.289637432630116e-07, + 9.259452440346649e-07, + 9.228797921423393e-07, + 9.199496275869024e-07, + 9.170893804366642e-07, + 9.141704708781617e-07, + 9.112815746448177e-07, + 9.083577765522932e-07, + 9.054708129951905e-07, + 9.026389875543828e-07, + 8.998233056445315e-07, + 8.97131030797027e-07, + 8.945411309468909e-07, + 8.9198340447183e-07, + 8.894564302863728e-07, + 8.869292287272401e-07, + 8.843882142173243e-07, + 8.817290222395968e-07, + 8.790485139797966e-07, + 8.763137202549842e-07, + 8.735804613024811e-07, + 8.709482131052937e-07, + 8.682694669914781e-07, + 8.654991461298778e-07, + 8.627048373455182e-07, + 8.599045031587593e-07, + 8.571230978304811e-07, + 8.543126455151651e-07, + 8.515708600498328e-07, + 8.489358265251212e-07, + 8.464114102935127e-07, + 8.43907116632181e-07, + 8.414630769948417e-07, + 8.390741186303785e-07, + 8.367740065295948e-07, + 8.344077855326759e-07, + 8.320964184349577e-07, + 8.298385978378064e-07, + 8.276311405097658e-07, + 8.254359045167803e-07, + 8.232391905949044e-07, + 8.210272994801926e-07, + 8.187963089767436e-07, + 8.165325766640308e-07, + 8.142141609823739e-07, + 8.118954610836226e-07, + 8.096143346847384e-07, + 8.074707125160785e-07, + 8.052533644331561e-07, + 8.030204412534658e-07, + 8.008240115486842e-07, + 7.986728860487347e-07, + 7.9652750173409e-07, + 7.943374384922208e-07, + 7.921946121314249e-07, + 7.900779905867239e-07, + 7.879513646003034e-07, + 7.858085382395075e-07, + 7.836861186660826e-07, + 7.815976914571365e-07, + 7.795126748533221e-07, + 7.774652317493747e-07, + 7.755164119771507e-07, + 7.736347242826014e-07, + 7.717531502748898e-07, + 7.699904358560161e-07, + 7.682522209506715e-07, + 7.665066732442938e-07, + 7.647344659744704e-07, + 7.629172387169092e-07, + 7.610497050336562e-07, + 7.591791018057847e-07, + 7.572095910290955e-07, + 7.55190740164835e-07, + 7.531519372605544e-07, + 7.510906812058238e-07, + 7.490809252885811e-07, + 7.47132560263708e-07, + 7.452035220012476e-07, + 7.433325208694441e-07, + 7.414989795506699e-07, + 7.397061949632189e-07, + 7.378630471066572e-07, + 7.35994376555027e-07, + 7.341711238950666e-07, + 7.322922215280414e-07, + 7.303722213691799e-07, + 7.284677963070862e-07, + 7.265603017003741e-07, + 7.246346740430454e-07, + 7.227308742585592e-07, + 7.209144996522809e-07, + 7.191617328317079e-07, + 7.174226084316615e-07, + 7.1572065962755e-07, + 7.140386628634587e-07, + 7.124134526748094e-07, + 7.107848318810284e-07, + 7.091578595463943e-07, + 7.075468033690413e-07, + 7.059614972604322e-07, + 7.043746563795139e-07, + 7.027580295471125e-07, + 7.011562388470338e-07, + 6.995016974542523e-07, + 6.978745545893617e-07, + 6.962360998841177e-07, + 6.94593893513229e-07, + 6.929776077413408e-07, + 6.913205652381293e-07, + 6.897532216498803e-07, + 6.881637659716944e-07, + 6.8665207209051e-07, + 6.851759053461137e-07, + 6.837555588390387e-07, + 6.823377134423936e-07, + 6.809265187257552e-07, + 6.795088438593666e-07, + 6.780941816941777e-07, + 6.76641832342284e-07, + 6.751432692908566e-07, + 6.735880333508248e-07, + 6.720498504364514e-07, + 6.7047363927486e-07, + 6.68898110234295e-07, + 6.673220127595414e-07, + 6.657549533883866e-07, + 6.642675316470559e-07, + 6.627893185395806e-07, + 6.613584560000163e-07, + 6.599609037039045e-07, + 6.586099630112585e-07, + 6.572622055500688e-07, + 6.559392318195023e-07, + 6.546393933604122e-07, + 6.533292093990895e-07, + 6.520036777146743e-07, + 6.506786576210288e-07, + 6.493709747701359e-07, + 6.481152468040818e-07, + 6.469219897553558e-07, + 6.457225936173927e-07, + 6.445023927881266e-07, + 6.433042472053785e-07, + 6.420342515411903e-07, + 6.407277624020935e-07, + 6.394122920028167e-07, + 6.381129651344963e-07, + 6.367910145854694e-07, + 6.355659252221812e-07, + 6.343842073874839e-07, + 6.332622319860093e-07, + 6.321835712697066e-07, + 6.311035463113512e-07, + 6.300401196313032e-07, + 6.288883582783455e-07, + 6.27683846232685e-07, + 6.264785952225793e-07, + 6.251971740312001e-07, + 6.238521450541157e-07, + 6.225136530702002e-07, + 6.212476364453323e-07, + 6.199886684044031e-07, + 6.18768467575137e-07, + 6.175499152050179e-07, + 6.163592729535594e-07, + 6.152040441520512e-07, + 6.140385835351481e-07, + 6.128558993623301e-07, + 6.116392796684522e-07, + 6.103916234678763e-07, + 6.091757995818625e-07, + 6.07924732776155e-07, + 6.06666901603603e-07, + 6.053849688214541e-07, + 6.040898483661294e-07, + 6.028268444424612e-07, + 6.015695248606789e-07, + 6.003303383295133e-07, + 5.99172722104413e-07, + 5.980155037832446e-07, + 5.969296807961655e-07, + 5.95785991208686e-07, + 5.946092755948484e-07, + 5.934354021519539e-07, + 5.9226698567727e-07, + 5.910356435379072e-07, + 5.897986170566583e-07, + 5.886206508876057e-07, + 5.874654789295164e-07, + 5.863670367034501e-07, + 5.852523941030086e-07, + 5.84160204653017e-07, + 5.830950726704032e-07, + 5.820759270136477e-07, + 5.810368293168722e-07, + 5.799698215014359e-07, + 5.789084980278858e-07, + 5.778029503744619e-07, + 5.7666886732477e-07, + 5.754923790846078e-07, + 5.743169140259852e-07, + 5.731650958296086e-07, + 5.720386866414628e-07, + 5.709436550205282e-07, + 5.698728386960283e-07, + 5.688692112926219e-07, + 5.678668344444304e-07, + 5.668631501976051e-07, + 5.658265536112594e-07, + 5.647513603435073e-07, + 5.63670084829937e-07, + 5.625688572763465e-07, + 5.614526230601768e-07, + 5.603230306405749e-07, + 5.592002025878173e-07, + 5.581302957580192e-07, + 5.571049541686079e-07, + 5.560891054301464e-07, + 5.550959940592293e-07, + 5.540842948903446e-07, + 5.530951057153288e-07, + 5.520694230654044e-07, + 5.510418645826576e-07, + 5.499795179275679e-07, + 5.489292789206957e-07, + 5.479100764205214e-07, + 5.469157144943892e-07, + 5.459184535538952e-07, + 5.449768991638848e-07, + 5.440329005068634e-07, + 5.43080716397526e-07, + 5.421228479463025e-07, + 5.41138831522403e-07, + 5.401578277997032e-07, + 5.391450486058602e-07, + 5.381456844588683e-07, + 5.37130574684852e-07, + 5.361081889532215e-07, + 5.350860874386854e-07, + 5.340921802599041e-07, + 5.330972498995834e-07, + 5.320958393895125e-07, + 5.310908477440535e-07, + 5.301094461174216e-07, + 5.291431648402067e-07, + 5.281727908368339e-07, + 5.272132170830446e-07, + 5.262406261863362e-07, + 5.252782671050227e-07, + 5.24322501860297e-07, + 5.233719093666878e-07, + 5.224289907346247e-07, + 5.214786824581097e-07, + 5.205154707255133e-07, + 5.195649350753229e-07, + 5.18657031989278e-07, + 5.177824391466856e-07, + 5.168930670151894e-07, + 5.160367777534702e-07, + 5.152020889909181e-07, + 5.144020178704523e-07, + 5.135659080224286e-07, + 5.127143936078937e-07, + 5.118561716699332e-07, + 5.109909579914529e-07, + 5.100832822790835e-07, + 5.091782782074006e-07, + 5.082467851025285e-07, + 5.073155193713319e-07, + 5.063973844698921e-07, + 5.054861276221345e-07, + 5.045615125709446e-07, + 5.036799279878323e-07, + 5.02821251302521e-07, + 5.019864488531312e-07, + 5.011349912820151e-07, + 5.002793272979034e-07, + 4.994190589968639e-07, + 4.985879513697e-07, + 4.977586058885208e-07, + 4.969234623786178e-07, + 4.960967316947062e-07, + 4.952773906552466e-07, + 4.944635065839975e-07, + 4.936903792440717e-07, + 4.929165129397006e-07, + 4.921252525491582e-07, + 4.913418933938374e-07, + 4.905548962597095e-07, + 4.897776761936257e-07, + 4.890318905381719e-07, + 4.882925281890493e-07, + 4.875570311924093e-07, + 4.868237510891049e-07, + 4.861026923208556e-07, + 4.854089183936594e-07, + 4.847219656767265e-07, + 4.840131850869511e-07, + 4.832829176848463e-07, + 4.825517976314586e-07, + 4.817854915017961e-07, + 4.810115115105873e-07, + 4.802118382940535e-07, + 4.793865855390322e-07, + 4.785511009686161e-07, + 4.777042477144278e-07, + 4.768540975419455e-07, + 4.760148328841751e-07, + 4.751927349389007e-07, + 4.743770602999575e-07, + 4.735979644010513e-07, + 4.7283000981224177e-07, + 4.7206421527334896e-07, + 4.7129410063462274e-07, + 4.705122194081923e-07, + 4.6971001665951917e-07, + 4.6888894189578423e-07, + 4.680469203321991e-07, + 4.6720265345356893e-07, + 4.663912420710403e-07, + 4.656006353798148e-07, + 4.6480613491439726e-07, + 4.640185977677902e-07, + 4.6324379354700795e-07, + 4.6244258555816486e-07, + 4.6165595790625957e-07, + 4.608688755070034e-07, + 4.600929059961345e-07, + 4.5932270609228e-07, + 4.585579631566361e-07, + 4.577904633151775e-07, + 4.570475198306667e-07, + 4.563373181554198e-07, + 4.5560963712887315e-07, + 4.5488300770557544e-07, + 4.541554403658665e-07, + 4.534255140242749e-07, + 4.527129249254358e-07, + 4.520072423019883e-07, + 4.512845634963014e-07, + 4.5055779196445656e-07, + 4.498207601955073e-07, + 4.4907807250638143e-07, + 4.483454461023939e-07, + 4.4762475681636715e-07, + 4.469191310363385e-07, + 4.4619702066484024e-07, + 4.454652184904262e-07, + 4.447311141575483e-07, + 4.4398873910722614e-07, + 4.432560842815292e-07, + 4.4251672193240665e-07, + 4.417600223405316e-07, + 4.409958194173669e-07, + 4.4025821921422903e-07, + 4.395372741328174e-07, + 4.3885913214580796e-07, + 4.38179370121361e-07, + 4.3752785927608784e-07, + 4.368957036149368e-07, + 4.3626991441669816e-07, + 4.356279248440842e-07, + 4.350018230070418e-07, + 4.3436216401460115e-07, + 4.337162806677952e-07, + 4.330622687120922e-07, + 4.324019187151862e-07, + 4.3174088659725385e-07, + 4.3107343117299024e-07, + 4.303987566345313e-07, + 4.297269811104343e-07, + 4.290482422675268e-07, + 4.283734256205207e-07, + 4.277088407889096e-07, + 4.2706753333732195e-07, + 4.2642054154384823e-07, + 4.257871637491917e-07, + 4.251478742389736e-07, + 4.2452114712432376e-07, + 4.2390453813823115e-07, + 4.2330756855335494e-07, + 4.2270966105206753e-07, + 4.2210487549709796e-07, + 4.215150681829982e-07, + 4.209350947803614e-07, + 4.2032763758470537e-07, + 4.1973132169914606e-07, + 4.1911519588211377e-07, + 4.1849165199892013e-07, + 4.1786731230786245e-07, + 4.172401304458617e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.007474296260625124, + 0.024325191974639893, + -0.005982354283332825, + -0.0006733202608302236, + 8.387053094338626e-05, + 0.00032862802618183196, + 0.0004457015311345458, + 0.0005205656634643674, + 0.0005502455751411617, + 0.0005582115263678133, + 0.0005550676723942161, + 0.0005462886183522642, + 0.0005335888708941638, + 0.0005211092648096383, + 0.0005083107389509678, + 0.0004956526681780815, + 0.0004831080441363156, + 0.00047057541087269783, + 0.00045769766438752413, + 0.0004451868881005794, + 0.0004327736678533256, + 0.0004207500896882266, + 0.00040949558024294674, + 0.0003986495721619576, + 0.00038928372669033706, + 0.0003808740002568811, + 0.00037200417136773467, + 0.0003637499175965786, + 0.00035608038888312876, + 0.0003487918002065271, + 0.0003415411338210106, + 0.0003346624143887311, + 0.0003283972619101405, + 0.0003220141807105392, + 0.0003158212057314813, + 0.0003095174324698746, + 0.00030335847986862063, + 0.0002970339555758983, + 0.0002907585585489869, + 0.00028463194030337036, + 0.00027858983958140016, + 0.00027295140898786485, + 0.00026763021014630795, + 0.00026252350653521717, + 0.00025770041975192726, + 0.0002531603677198291, + 0.0002488589962013066, + 0.0002447504666633904, + 0.00024080487492028624, + 0.00023699998564552516, + 0.00023337097081821412, + 0.0002299194602528587, + 0.00022661227558273822, + 0.00022334344976115972, + 0.00022018852178007364, + 0.00021715489856433123, + 0.0002141926670446992, + 0.00021123679471202195, + 0.00020835075702052563, + 0.00020561704877763987, + 0.00020294295973144472, + 0.00020032509928569198, + 0.00019775860710069537, + 0.00019535145838744938, + 0.00019298336701467633, + 0.00019068793335463852, + 0.000188429286936298, + 0.0001862575300037861, + 0.0001841150806285441, + 0.00018199553596787155, + 0.00017994311929214746, + 0.00017794049927033484, + 0.00017600605497136712, + 0.00017411826411262155, + 0.0001723091263556853, + 0.00017057273362297565, + 0.00016887945821508765, + 0.00016721474821679294, + 0.00016556451737415045, + 0.000163950928254053, + 0.0001623355783522129, + 0.00016075445455498993, + 0.00015922667807899415, + 0.00015772924234624952, + 0.00015629518020432442, + 0.00015494042600039393, + 0.0001536173658678308, + 0.00015232116857077926, + 0.00015103853365872055, + 0.0001497824559919536, + 0.0001485641987528652, + 0.00014734105207026005, + 0.0001461279607610777, + 0.00014495282084681094, + 0.00014381695655174553, + 0.00014269285020418465, + 0.00014159391866996884, + 0.00014050872414372861, + 0.00013944187958259135, + 0.00013836512516718358, + 0.00013730701175518334, + 0.00013627932639792562, + 0.0001352646795567125, + 0.00013425093493424356, + 0.00013325124746188521, + 0.00013224754366092384, + 0.00013125712575856596, + 0.00013029681576881558, + 0.00012935229460708797, + 0.0001284280006075278, + 0.00012752773182000965, + 0.000126644954434596, + 0.00012579065514728427, + 0.0001249317137990147, + 0.0001240800047526136, + 0.0001232487556990236, + 0.00012242970115039498, + 0.00012161210179328918, + 0.00012080181477358565, + 0.00012001206050626934, + 0.00011922833800781518, + 0.00011845867993542925, + 0.00011769617412937805, + 0.00011694763088598847, + 0.0001162099142675288, + 0.00011547705071279779, + 0.00011475631617940962, + 0.00011405152326915413, + 0.00011334738519508392, + 0.00011265245848335326, + 0.00011196573177585378, + 0.0001112873142119497, + 0.00011061468831030652, + 0.00010995430056937039, + 0.00010930951248155907, + 0.00010867632227018476, + 0.00010806364298332483, + 0.00010745602048700675, + 0.00010684606968425214, + 0.00010623161506373435, + 0.00010562339593889192, + 0.00010501658834982663, + 0.00010440327605465427, + 0.00010378578735981137, + 0.00010316840052837506, + 0.000102562116808258, + 0.000101969919342082, + 0.0001013784931274131, + 0.00010080129140987992, + 0.00010023761569755152, + 9.969245729735121e-05, + 9.915123519022018e-05, + 9.86125014605932e-05, + 9.809926996240392e-05, + 9.761534602148458e-05, + 9.713297913549468e-05, + 9.665901598054916e-05, + 9.618992771720514e-05, + 9.572445560479537e-05, + 9.525429777568206e-05, + 9.477179264649749e-05, + 9.429884084966034e-05, + 9.38302546273917e-05, + 9.337135270470753e-05, + 9.291088645113632e-05, + 9.24615451367572e-05, + 9.20220700209029e-05, + 9.158154716715217e-05, + 9.114347631111741e-05, + 9.070434316527098e-05, + 9.027405030792579e-05, + 8.983255975181237e-05, + 8.940057887230068e-05, + 8.897851512301713e-05, + 8.855839405441657e-05, + 8.81361193023622e-05, + 8.771842840360478e-05, + 8.7298612925224e-05, + 8.687414810992777e-05, + 8.645607886137441e-05, + 8.603441528975964e-05, + 8.562253788113594e-05, + 8.522845746483654e-05, + 8.484476711601019e-05, + 8.446012361673638e-05, + 8.407479617744684e-05, + 8.369793795282021e-05, + 8.332253491971642e-05, + 8.29519412945956e-05, + 8.258406887762249e-05, + 8.222055475926027e-05, + 8.185365004464984e-05, + 8.15033636172302e-05, + 8.11437057564035e-05, + 8.077381789917126e-05, + 8.040588727453724e-05, + 8.00537527538836e-05, + 7.969420403242111e-05, + 7.93364888522774e-05, + 7.899144839029759e-05, + 7.864877989050001e-05, + 7.830777758499607e-05, + 7.797370926709846e-05, + 7.76269516791217e-05, + 7.727287447778508e-05, + 7.691473729209974e-05, + 7.655953959329054e-05, + 7.620507676620036e-05, + 7.585679850308225e-05, + 7.551454473286867e-05, + 7.51846528146416e-05, + 7.487066613975912e-05, + 7.456666935468093e-05, + 7.426829688483849e-05, + 7.398245361400768e-05, + 7.369347440544516e-05, + 7.341030868701637e-05, + 7.311516674235463e-05, + 7.281696889549494e-05, + 7.251609349623322e-05, + 7.222263229778036e-05, + 7.193438796093687e-05, + 7.165101851569489e-05, + 7.136791828088462e-05, + 7.109413127182052e-05, + 7.082333468133584e-05, + 7.054257730487734e-05, + 7.025813829386607e-05, + 6.99755473760888e-05, + 6.969789683353156e-05, + 6.94299815222621e-05, + 6.91559980623424e-05, + 6.889515498187393e-05, + 6.863471935503185e-05, + 6.837670662207529e-05, + 6.812354695284739e-05, + 6.786338053643703e-05, + 6.76097915857099e-05, + 6.736005161656067e-05, + 6.71200905344449e-05, + 6.688578287139535e-05, + 6.665671389782801e-05, + 6.644061068072915e-05, + 6.621979991905391e-05, + 6.600483175134286e-05, + 6.57872369629331e-05, + 6.556221342179924e-05, + 6.533730629598722e-05, + 6.510724779218435e-05, + 6.487564678536728e-05, + 6.464239413617179e-05, + 6.441912410082296e-05, + 6.420259160222486e-05, + 6.397832476068288e-05, + 6.375872908392921e-05, + 6.35362885077484e-05, + 6.330824544420466e-05, + 6.307442527031526e-05, + 6.284724076977e-05, + 6.262554234126583e-05, + 6.241463415790349e-05, + 6.22102088527754e-05, + 6.200489588081837e-05, + 6.179539195727557e-05, + 6.157922325655818e-05, + 6.13611118751578e-05, + 6.114105053711683e-05, + 6.093213596614078e-05, + 6.0724676586687565e-05, + 6.051692253095098e-05, + 6.030754593666643e-05, + 6.010256038280204e-05, + 5.989463170408271e-05, + 5.967797551420517e-05, + 5.9469559346325696e-05, + 5.926411540713161e-05, + 5.907197919441387e-05, + 5.887683801120147e-05, + 5.869028973393142e-05, + 5.850818706676364e-05, + 5.8322420954937115e-05, + 5.81385575060267e-05, + 5.795246033812873e-05, + 5.77686914766673e-05, + 5.758842235081829e-05, + 5.740916094509885e-05, + 5.723775029764511e-05, + 5.707284435629845e-05, + 5.690997204510495e-05, + 5.674912972608581e-05, + 5.65882510272786e-05, + 5.642649557557888e-05, + 5.625720223179087e-05, + 5.6086537369992584e-05, + 5.591241279034875e-05, + 5.573836460825987e-05, + 5.5570741096744314e-05, + 5.540022175409831e-05, + 5.522385981748812e-05, + 5.504595901584253e-05, + 5.486766167450696e-05, + 5.469056122819893e-05, + 5.4511601774720475e-05, + 5.4337000619852915e-05, + 5.4169191571418196e-05, + 5.4008414736017585e-05, + 5.3848976676817983e-05, + 5.3693362133344635e-05, + 5.354125096346252e-05, + 5.33947822987102e-05, + 5.3244100854499266e-05, + 5.309690459398553e-05, + 5.2953106205677614e-05, + 5.281250923871994e-05, + 5.267273445497267e-05, + 5.253286144579761e-05, + 5.2392013458302245e-05, + 5.2249935833970085e-05, + 5.2105770009802654e-05, + 5.1958111725980416e-05, + 5.1810431614285335e-05, + 5.166513074073009e-05, + 5.1528579206205904e-05, + 5.138738561072387e-05, + 5.124518429511227e-05, + 5.110530400997959e-05, + 5.096829772810452e-05, + 5.083165888208896e-05, + 5.0692164222709835e-05, + 5.0555667257867754e-05, + 5.042083284934051e-05, + 5.0285409088246524e-05, + 5.014893758925609e-05, + 5.001377212465741e-05, + 4.98807494295761e-05, + 4.97479377372656e-05, + 4.961751983501017e-05, + 4.949338108417578e-05, + 4.9373502406524494e-05, + 4.9253627366852015e-05, + 4.914136297884397e-05, + 4.903064836980775e-05, + 4.891946809948422e-05, + 4.880657797912136e-05, + 4.869081385550089e-05, + 4.857184103457257e-05, + 4.845266812480986e-05, + 4.8327186959795654e-05, + 4.819859896088019e-05, + 4.806873403140344e-05, + 4.793743210029788e-05, + 4.780940798809752e-05, + 4.7685287427157164e-05, + 4.75623928650748e-05, + 4.744319085148163e-05, + 4.732636080007069e-05, + 4.721212826552801e-05, + 4.709471977548674e-05, + 4.697568147093989e-05, + 4.685953172156587e-05, + 4.673982402891852e-05, + 4.661749699153006e-05, + 4.6496155846398324e-05, + 4.63746146124322e-05, + 4.62519092252478e-05, + 4.61306372017134e-05, + 4.601491673383862e-05, + 4.590325625031255e-05, + 4.579245069180615e-05, + 4.568401345750317e-05, + 4.557683860184625e-05, + 4.547327625914477e-05, + 4.5369491999736056e-05, + 4.526581324171275e-05, + 4.516317494562827e-05, + 4.5062170102028176e-05, + 4.496106339502148e-05, + 4.485805402509868e-05, + 4.475598325370811e-05, + 4.465055462787859e-05, + 4.4546861317940056e-05, + 4.444244405021891e-05, + 4.433777939993888e-05, + 4.4234799133846536e-05, + 4.4129214074928313e-05, + 4.402934428071603e-05, + 4.392805931274779e-05, + 4.3831721995957196e-05, + 4.373765113996342e-05, + 4.364713095128536e-05, + 4.3556763557717204e-05, + 4.346684363554232e-05, + 4.337651262176223e-05, + 4.3286367144901305e-05, + 4.319381696404889e-05, + 4.309831274440512e-05, + 4.299919601180591e-05, + 4.2901163396891207e-05, + 4.280070061213337e-05, + 4.270027784514241e-05, + 4.2599836888257414e-05, + 4.249998164596036e-05, + 4.240518683218397e-05, + 4.231098137097433e-05, + 4.221978451823816e-05, + 4.2130708607146516e-05, + 4.204460128676146e-05, + 4.19586940552108e-05, + 4.187438389635645e-05, + 4.179155075689778e-05, + 4.17080482293386e-05, + 4.162356708548032e-05, + 4.15391186834313e-05, + 4.145576531300321e-05, + 4.137571886531077e-05, + 4.12996560044121e-05, + 4.122320024180226e-05, + 4.114543116884306e-05, + 4.106907726963982e-05, + 4.098812860320322e-05, + 4.09048589062877e-05, + 4.082101440872066e-05, + 4.07381885452196e-05, + 4.065391840413213e-05, + 4.05758255510591e-05, + 4.050051575177349e-05, + 4.042900400236249e-05, + 4.0360249840887263e-05, + 4.029140836792067e-05, + 4.022361827082932e-05, + 4.01502002205234e-05, + 4.0073417039820924e-05, + 3.999657928943634e-05, + 3.991488483734429e-05, + 3.982915950473398e-05, + 3.9743841625750065e-05, + 3.9663143979851156e-05, + 3.958289016736671e-05, + 3.950510290451348e-05, + 3.9427424781024456e-05, + 3.935151471523568e-05, + 3.9277867472264916e-05, + 3.9203576307045296e-05, + 3.912819374818355e-05, + 3.905063931597397e-05, + 3.897110582329333e-05, + 3.8893602322787046e-05, + 3.881383963744156e-05, + 3.8733651308575645e-05, + 3.865192047669552e-05, + 3.856934927171096e-05, + 3.8488837162731215e-05, + 3.840868885163218e-05, + 3.832969377981499e-05, + 3.825589737971313e-05, + 3.8182115531526506e-05, + 3.811288843280636e-05, + 3.803997242357582e-05, + 3.7964946386637166e-05, + 3.78901168005541e-05, + 3.78156328224577e-05, + 3.773713615373708e-05, + 3.765827204915695e-05, + 3.7583173252642155e-05, + 3.750952237169258e-05, + 3.743948400369845e-05, + 3.736841244972311e-05, + 3.729877062141895e-05, + 3.723087138496339e-05, + 3.7165897083468735e-05, + 3.7099649489391595e-05, + 3.703161928569898e-05, + 3.696395651786588e-05, + 3.689346704049967e-05, + 3.682115493575111e-05, + 3.674613617477007e-05, + 3.667119744932279e-05, + 3.6597761209122837e-05, + 3.6525947507470846e-05, + 3.645612741820514e-05, + 3.638785710791126e-05, + 3.632386142271571e-05, + 3.6259945773053914e-05, + 3.619594644987956e-05, + 3.61298443749547e-05, + 3.606129394029267e-05, + 3.599235787987709e-05, + 3.592214488890022e-05, + 3.585097147151828e-05, + 3.577894312911667e-05, + 3.5707347706193104e-05, + 3.56391174136661e-05, + 3.557373202056624e-05, + 3.550896872184239e-05, + 3.5445646062726155e-05, + 3.5381137422518805e-05, + 3.531806214596145e-05, + 3.5252658562967554e-05, + 3.5187134926673025e-05, + 3.511938848532736e-05, + 3.5052413295488805e-05, + 3.4987417166121304e-05, + 3.492401447147131e-05, + 3.4860426239902154e-05, + 3.480038867564872e-05, + 3.474019467830658e-05, + 3.467947681201622e-05, + 3.461839150986634e-05, + 3.455564001342282e-05, + 3.449307769187726e-05, + 3.4428489016136155e-05, + 3.436476254137233e-05, + 3.430003562243655e-05, + 3.4234835766255856e-05, + 3.416965409996919e-05, + 3.410627323319204e-05, + 3.404282688279636e-05, + 3.397895852685906e-05, + 3.391486097825691e-05, + 3.3852284104796126e-05, + 3.3790667657740414e-05, + 3.372878200025298e-05, + 3.3667591196717694e-05, + 3.360556365805678e-05, + 3.3544187317602336e-05, + 3.3483232982689515e-05, + 3.342260606586933e-05, + 3.33624666382093e-05, + 3.3301865187240764e-05, + 3.324044155306183e-05, + 3.317982191219926e-05, + 3.312191984150559e-05, + 3.306614235043526e-05, + 3.300941898487508e-05, + 3.2954802009044215e-05, + 3.290156746516004e-05, + 3.285054845036939e-05, + 3.2797226594993845e-05, + 3.274292248534039e-05, + 3.268818909418769e-05, + 3.263300459366292e-05, + 3.257511343690567e-05, + 3.251738962717354e-05, + 3.245797779527493e-05, + 3.2398576877312735e-05, + 3.23400272463914e-05, + 3.228191053494811e-05, + 3.222294253646396e-05, + 3.216671393602155e-05, + 3.211194780305959e-05, + 3.205869870726019e-05, + 3.2004390959627926e-05, + 3.194981036358513e-05, + 3.1894949643174186e-05, + 3.184194429195486e-05, + 3.1789051718078554e-05, + 3.173578443238512e-05, + 3.168305556755513e-05, + 3.163079236401245e-05, + 3.157887840643525e-05, + 3.1529561965726316e-05, + 3.148019823129289e-05, + 3.142973582725972e-05, + 3.1379779102280736e-05, + 3.1329582270700485e-05, + 3.128001117147505e-05, + 3.1232437322614715e-05, + 3.1185278203338385e-05, + 3.113835919066332e-05, + 3.1091585697140545e-05, + 3.10455980070401e-05, + 3.100135290878825e-05, + 3.095753345405683e-05, + 3.09123242914211e-05, + 3.08657436107751e-05, + 3.081910472246818e-05, + 3.07702248392161e-05, + 3.072085019084625e-05, + 3.066983845201321e-05, + 3.0617204174632207e-05, + 3.056391142308712e-05, + 3.0509896532748826e-05, + 3.0455668820650317e-05, + 3.040213414351456e-05, + 3.0349690860020928e-05, + 3.0297656849143095e-05, + 3.024795478268061e-05, + 3.0198973036021926e-05, + 3.015012771356851e-05, + 3.0101005904725753e-05, + 3.005113103426993e-05, + 2.9999959224369377e-05, + 2.9947583243483678e-05, + 2.989386848639697e-05, + 2.9840008210157976e-05, + 2.9788243409711868e-05, + 2.9737813747487962e-05, + 2.9687136702705175e-05, + 2.963690167234745e-05, + 2.9587474273284897e-05, + 2.9536364309024066e-05, + 2.9486183848348446e-05, + 2.9435972464852966e-05, + 2.9386468668235466e-05, + 2.9337337764445692e-05, + 2.9288557925610803e-05, + 2.9239599825814366e-05, + 2.9192207875894383e-05, + 2.9146902306820266e-05, + 2.9100479878252372e-05, + 2.905412475229241e-05, + 2.900770414271392e-05, + 2.8961134376004338e-05, + 2.891567964979913e-05, + 2.8870663300040178e-05, + 2.8824561013607308e-05, + 2.8778196792700328e-05, + 2.873117773560807e-05, + 2.8683798518613912e-05, + 2.8637055947910994e-05, + 2.8591075533768162e-05, + 2.8546061002998613e-05, + 2.8499996915343218e-05, + 2.8453314371290617e-05, + 2.8406482670106925e-05, + 2.83591216430068e-05, + 2.8312380891293287e-05, + 2.8265209039091133e-05, + 2.8216931241331622e-05, + 2.816817504935898e-05, + 2.8121121431468055e-05, + 2.8075128284399398e-05, + 2.8031865440425463e-05, + 2.7988498914055526e-05, + 2.79469331871951e-05, + 2.7906600735150278e-05, + 2.7866673917742446e-05, + 2.7825712095363997e-05, + 2.7785763450083323e-05, + 2.774495806079358e-05, + 2.770375067484565e-05, + 2.7662026695907116e-05, + 2.761989708233159e-05, + 2.757772381301038e-05, + 2.7535137633094564e-05, + 2.7492089429870248e-05, + 2.744922494457569e-05, + 2.7405925720813684e-05, + 2.736287387961056e-05, + 2.732047505560331e-05, + 2.7279560526949354e-05, + 2.7238280381425284e-05, + 2.7197867893846706e-05, + 2.715707705647219e-05, + 2.711709021241404e-05, + 2.7077745471615344e-05, + 2.70396594714839e-05, + 2.7001515263691545e-05, + 2.6962927222484723e-05, + 2.6925295969704166e-05, + 2.6888294087257236e-05, + 2.684953506104648e-05, + 2.6811481802724302e-05, + 2.677216980373487e-05, + 2.6732386686489917e-05, + 2.6692552637541667e-05, + 2.665253668965306e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9584764242172241, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9548820853233337, + 1.0, + 1.0, + 0.9161473512649536, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9373677968978882, + 0.95033860206604, + 1.0, + 0.9893752932548523, + 0.9836770296096802, + 1.0, + 1.0, + 1.0, + 0.9582300186157227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994397163391113, + 1.0, + 1.0, + 0.9983485341072083, + 0.992280125617981, + 0.9961099624633789, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992059051990509, + 0.9977919459342957, + 1.0, + 1.0, + 0.9994645118713379, + 1.0, + 1.0, + 1.0, + 0.9832373857498169, + 1.0, + 1.0, + 1.0, + 0.970802903175354, + 1.0, + 1.0, + 1.0, + 0.9956437945365906, + 1.0, + 1.0, + 0.9990646243095398, + 1.0, + 0.9953466653823853, + 1.0, + 0.9860432744026184, + 0.9889124631881714, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9914988875389099, + 1.0, + 0.9836139678955078, + 0.9669100642204285, + 0.9985837936401367, + 1.0, + 1.0, + 1.0, + 0.9906716346740723, + 1.0, + 1.0, + 0.9893712997436523, + 0.9865142107009888, + 1.0, + 0.9972464442253113, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992049515247345, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9884696006774902, + 1.0, + 0.9985189437866211, + 0.9919473528862, + 0.998291015625, + 0.9848063588142395, + 1.0, + 1.0, + 0.9930540919303894, + 1.0, + 1.0, + 1.0, + 0.9913365840911865, + 1.0, + 0.9985566735267639, + 1.0, + 0.9979499578475952, + 1.0, + 1.0, + 0.9993906617164612, + 0.9947155117988586, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970303177833557, + 0.9912629723548889, + 0.9977964162826538, + 0.9817306399345398, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972977638244629, + 0.9916908144950867, + 1.0, + 0.99065762758255, + 0.9909321665763855, + 0.9809662699699402, + 1.0, + 1.0, + 0.965700626373291, + 0.9549857378005981, + 1.0, + 0.9946787357330322, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936991333961487, + 1.0, + 0.9916356801986694, + 1.0, + 0.9880073666572571, + 0.9899159073829651, + 1.0, + 1.0, + 1.0, + 0.9918137192726135, + 1.0, + 0.9906409978866577, + 0.9889482855796814, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973036050796509, + 1.0, + 0.989080011844635, + 0.9683841466903687, + 0.9849714636802673, + 1.0, + 1.0, + 0.9901024103164673, + 1.0, + 0.9984605312347412, + 1.0, + 0.9993173480033875, + 1.0, + 0.9653730392456055, + 1.0, + 1.0, + 1.0, + 0.9681427478790283, + 1.0, + 1.0, + 0.9756252765655518, + 1.0, + 1.0, + 0.9905281066894531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945339560508728, + 0.9945038557052612, + 0.9751309156417847, + 0.9624161124229431, + 0.9790794849395752, + 0.9916113018989563, + 0.9675977826118469, + 1.0, + 0.9894974827766418, + 1.0, + 1.0, + 1.0, + 0.9862931966781616, + 0.9924471378326416, + 0.9931507110595703, + 1.0, + 0.9767653942108154, + 0.9987562298774719, + 1.0, + 1.0, + 1.0, + 0.9933459162712097, + 0.9746614098548889, + 1.0, + 0.9615272879600525, + 1.0, + 1.0, + 0.9906025528907776, + 1.0, + 0.9847627282142639, + 0.9942529201507568, + 0.9697642922401428, + 0.9851749539375305, + 0.986193060874939, + 0.9512348771095276, + 1.0, + 0.981537938117981, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9658229947090149, + 0.978235125541687, + 1.0, + 0.9878314137458801, + 1.0, + 1.0, + 1.0, + 0.9808465242385864, + 0.9848423004150391, + 0.9597892165184021, + 0.9774631261825562, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9579776525497437, + 1.0, + 1.0, + 1.0, + 0.9877447485923767, + 1.0, + 1.0, + 0.9709418416023254, + 0.9947109818458557, + 0.943327784538269, + 1.0, + 0.9638925790786743, + 0.9839855432510376, + 1.0, + 0.9977988004684448, + 1.0, + 0.9955411553382874, + 0.9888707995414734, + 1.0, + 0.9635766744613647, + 0.9691630005836487, + 0.9947214722633362, + 0.9949881434440613, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9706805944442749, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9838981628417969, + 0.9689790606498718, + 0.9655910730361938, + 0.9996083974838257, + 0.9832854866981506, + 0.984595000743866, + 0.969651997089386, + 1.0, + 0.98375403881073, + 0.9836221933364868, + 0.9843208193778992, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9909207224845886, + 0.946315586566925, + 1.0, + 1.0, + 0.9905745983123779, + 0.9861834645271301, + 1.0, + 1.0, + 0.9852734208106995, + 0.9945411682128906, + 1.0, + 1.0, + 0.997326135635376, + 0.9908081293106079, + 1.0, + 0.9885912537574768, + 0.9579875469207764, + 0.9715754985809326, + 1.0, + 0.9422518014907837, + 0.9916225671768188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9818031191825867, + 0.9760500192642212, + 0.9966707825660706, + 0.9762464165687561, + 0.9861868619918823, + 0.9838087558746338, + 1.0, + 1.0, + 0.9819329380989075, + 1.0, + 1.0, + 0.9985826015472412, + 1.0, + 1.0, + 0.9953837394714355, + 0.96046382188797, + 0.9710285067558289, + 0.9983838200569153, + 0.9845598936080933, + 0.9941823482513428, + 0.9718865752220154, + 1.0, + 1.0, + 0.9958635568618774, + 0.989615797996521, + 1.0, + 1.0, + 0.9965661764144897, + 1.0, + 0.9893134236335754, + 1.0, + 1.0, + 0.9900316596031189, + 1.0, + 0.9514285922050476, + 1.0, + 0.9564524292945862, + 0.9817878603935242, + 0.9672110080718994, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947695136070251, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9547640681266785, + 0.99940025806427, + 0.973355770111084, + 0.981997549533844, + 0.9716222286224365, + 1.0, + 0.9865961670875549, + 0.9873285293579102, + 1.0, + 1.0, + 1.0, + 0.9919437766075134, + 0.9649348855018616, + 0.9545758366584778, + 1.0, + 1.0, + 0.9863014221191406, + 1.0, + 1.0, + 1.0, + 0.9928421974182129, + 1.0, + 0.9313237071037292, + 0.9690681099891663, + 0.9536700248718262, + 0.9654003381729126, + 1.0, + 0.9886496067047119, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9508233666419983, + 0.99952232837677, + 0.9740678071975708, + 1.0, + 0.9819071292877197, + 0.9747260808944702, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9793528318405151, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9805138111114502, + 1.0, + 0.9907920360565186, + 0.9388646483421326, + 1.0, + 0.942656934261322, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9571934342384338, + 0.9855414628982544, + 0.9555326700210571, + 1.0, + 0.9844735860824585, + 0.9797224998474121, + 0.9610263705253601, + 1.0, + 1.0, + 0.999165415763855, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850020408630371, + 0.9828436374664307, + 0.9769801497459412, + 0.9824679493904114, + 0.9415776133537292, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990705251693726, + 0.9577217102050781, + 0.9628710150718689, + 0.995292067527771, + 0.982092559337616, + 1.0, + 0.9821808338165283, + 1.0, + 1.0, + 1.0, + 0.9934004545211792, + 0.9751132726669312, + 0.9802098870277405, + 1.0, + 0.9483136534690857, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915341734886169, + 1.0, + 1.0, + 1.0, + 0.9770419001579285, + 1.0, + 1.0, + 1.0, + 0.9812487363815308, + 0.989154040813446, + 1.0, + 0.9933761954307556, + 1.0, + 0.9941681027412415, + 0.9977359771728516, + 0.9991747736930847, + 0.9964902400970459, + 1.0, + 1.0, + 0.991459846496582, + 0.9594649076461792, + 0.9675748944282532, + 1.0, + 0.9669694900512695, + 0.9786646962165833, + 0.9622726440429688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904540181159973, + 0.9971479177474976, + 1.0, + 0.9578173756599426, + 0.9782828092575073, + 0.9763551354408264, + 1.0, + 1.0, + 1.0, + 0.9703140258789062, + 1.0, + 1.0, + 0.9940236210823059, + 0.9953353404998779, + 0.9973963499069214, + 0.9537433981895447, + 1.0, + 1.0, + 0.993950366973877, + 1.0, + 0.9914258718490601, + 0.9633782505989075, + 0.9950127601623535, + 0.9985519647598267, + 1.0, + 0.9869580268859863, + 0.9655522704124451, + 0.9936834573745728, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916902780532837, + 0.9839778542518616, + 0.9965375661849976, + 0.9593388438224792, + 0.9897220134735107, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9654450416564941, + 0.9786695837974548, + 1.0, + 0.9956079721450806, + 0.9881444573402405, + 1.0, + 0.98611980676651, + 1.0, + 0.9901509881019592, + 0.9968972206115723, + 0.9971622228622437, + 1.0, + 0.9721286296844482, + 0.9598050713539124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98018878698349, + 0.9942797422409058, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906793236732483, + 0.9877872467041016, + 0.9831486344337463, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9911189079284668, + 1.0, + 1.0, + 1.0, + 0.9694929718971252, + 0.9816513657569885, + 0.9444493055343628, + 1.0, + 0.962139368057251, + 0.9739254713058472, + 0.9934294819831848, + 1.0, + 0.9788131713867188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99973464012146, + 1.0, + 0.9982550740242004, + 0.9888132214546204, + 0.9687113165855408, + 1.0, + 0.9827027320861816, + 1.0, + 0.9840753078460693, + 0.9874954223632812, + 0.9716945886611938, + 1.0, + 1.0, + 0.9787752628326416, + 0.9866629242897034, + 1.0, + 0.985289990901947, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_df_eval.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..d24d7d69a9081896d062a57eacf48a88fda119fc --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +211.66667,211.66667,-0.023800092,294.11765,10000.0,34.0,625.0,,128.0,0.0002497952,0.1,2.8517337 +236.8421,224.2544,-0.023288023,487.80487,20000.0,41.0,1250.0,,288.0,0.0002495392,0.1,2.819653 +250.27777,232.92885,-0.021769665,612.2449,30000.0,49.0,1875.0,,448.0,0.0002492832,0.1,2.761905 +260.2,239.74664,-0.016564006,701.7544,40000.0,57.0,2500.0,,608.0,0.0002490272,0.1,2.714138 +282.65625,248.32857,-0.016385708,757.57574,50000.0,66.0,3125.0,,768.0,0.0002487712,0.1,2.698203 +290.50632,255.3582,-0.00939991,800.0,60000.0,75.0,3750.0,,928.0,0.0002485152,0.1,2.6033406 +298.26086,261.48715,-0.018384472,833.3333,70000.0,84.0,4375.0,,1088.0,0.0002482592,0.1,2.621664 +311.2,267.70126,-0.003216614,860.215,80000.0,93.0,5000.0,,1248.0,0.0002480032,0.1,2.49621 +323.7,273.92334,-0.0038491222,891.0891,90000.0,101.0,5625.0,,1376.0,0.0002477984,0.1,2.4708633 +351.9,281.721,-5.3022406e-05,909.0909,100000.0,110.0,6250.0,,1536.0,0.0002475424,0.1,2.3891926 +358.1,288.66455,-0.010526304,916.6667,110000.0,120.0,6875.0,,1696.0,0.0002472864,0.1,2.3640537 +378.9,296.18417,-0.00022945821,930.23254,120000.0,129.0,7500.0,,1856.0,0.0002470304,0.1,2.3607836 +395.2,303.80075,0.00781799,942.029,130000.0,138.0,8125.0,,2016.0,0.0002467744,0.1,2.2255442 +413.4,311.6293,0.04486647,952.381,140000.0,147.0,8750.0,,2176.0,0.0002465184,0.1,2.1553063 +421.2,318.93402,0.031905457,955.414,150000.0,157.0,9375.0,,2336.0,0.0002462624,0.1,2.1870213 +431.9,325.99435,0.02891056,963.8554,160000.0,166.0,10000.0,,2496.0,0.0002460064,0.1,2.0398667 +426.7,331.9182,0.016731126,965.9091,170000.0,176.0,10625.0,,2656.0,0.0002457504,0.1,2.1246905 +430.8,337.41165,0.016533632,972.97296,180000.0,185.0,11250.0,,2784.0,0.0002455456,0.1,2.0411744 +441.2,342.8742,0.038584765,979.3815,190000.0,194.0,11875.0,,2944.0,0.0002452896,0.1,2.0004764 +469.7,349.2155,0.023928756,980.39215,200000.0,204.0,12500.0,,3104.0,0.0002450336,0.1,1.9865029 +496.7,356.2386,0.041198276,981.3084,210000.0,214.0,13125.0,,3264.0,0.0002447776,0.1,1.9073185 +518.1,363.59592,0.05167944,990.99097,220000.0,222.0,13750.0,,3424.0,0.0002445216,0.1,1.8255979 +524.6,370.5961,0.07687588,995.671,230000.0,231.0,14375.0,,3584.0,0.0002442656,0.1,1.786106 +527.9,377.1504,0.0429417,1000.0,240000.0,240.0,15000.0,,3744.0,0.0002440096,0.1,1.8802811 +502.2,382.15237,0.08689067,1000.0,250000.0,250.0,15625.0,,3904.0,0.0002437536,0.1,1.75453 +490.5,386.3196,0.051616,1007.75195,260000.0,258.0,16250.0,,4032.0,0.0002435488,0.1,1.7633575 +467.9,389.3411,0.057294074,1015.0376,270000.0,266.0,16875.0,,4192.0,0.0002432928,0.1,1.7581241 +491.3,392.98248,0.051882926,1018.1818,280000.0,275.0,17500.0,,4352.0,0.0002430368,0.1,1.7851532 +504.0,396.81067,0.111628875,1024.735,290000.0,283.0,18125.0,,4512.0,0.0002427808,0.1,1.6413491 +501.7,400.307,0.0972977,1027.3972,300000.0,292.0,18750.0,,4672.0,0.0002425248,0.1,1.6441953 +525.3,404.33902,0.08844953,1026.4901,310000.0,302.0,19375.0,,4832.0,0.0002422688,0.1,1.68272 +533.6,408.37845,0.059641425,1025.641,320000.0,312.0,20000.0,,4992.0,0.0002420128,0.1,1.867809 +530.5,412.0791,0.07153569,1024.8447,330000.0,322.0,20625.0,,5152.0,0.0002417568,0.1,1.7352128 +521.7,415.30325,0.05918385,1024.0964,340000.0,332.0,21250.0,,5312.0,0.0002415008,0.1,1.8647273 +514.3,418.1317,0.060585916,1032.4484,350000.0,339.0,21875.0,,5440.0,0.000241296,0.1,1.8111036 +493.0,420.2114,0.08744727,1031.5187,360000.0,349.0,22500.0,,5600.0,0.00024104,0.1,1.6051922 +493.6,422.19485,0.09713448,1033.5195,370000.0,358.0,23125.0,,5760.0,0.000240784,0.1,1.6361375 +476.9,423.6345,0.11736469,1035.4224,380000.0,367.0,23750.0,,5920.0,0.000240528,0.1,1.6501098 +476.6,424.99258,0.09316289,1037.234,390000.0,376.0,24375.0,,6080.0,0.000240272,0.1,1.5457687 +479.8,426.36273,0.07581591,1036.2694,400000.0,386.0,25000.0,,6240.0,0.000240016,0.1,1.839348 +474.5,427.53683,0.090753235,1037.9747,410000.0,395.0,25625.0,,6400.0,0.00023976,0.1,1.6948943 +465.8,428.44788,0.11346013,1037.037,420000.0,405.0,26250.0,,6560.0,0.000239504,0.1,1.5735904 +446.7,428.8723,0.13663784,1041.1622,430000.0,413.0,26875.0,,6688.0,0.0002392992,0.1,1.2778609 +440.6,429.13885,0.11293453,1042.654,440000.0,422.0,27500.0,,6848.0,0.0002390432,0.1,1.6205404 +424.6,429.03796,0.07360936,1044.0835,450000.0,431.0,28125.0,,7008.0,0.0002387872,0.1,1.5678204 +422.2,428.8893,0.13946047,1045.4546,460000.0,440.0,28750.0,,7168.0,0.0002385312,0.1,1.5036755 +414.1,428.57465,0.12143309,1044.4445,470000.0,450.0,29375.0,,7328.0,0.0002382752,0.1,1.4403341 +423.0,428.45853,0.11996061,1045.7516,480000.0,459.0,30000.0,,7488.0,0.0002380192,0.1,1.4057221 +429.4,428.47775,0.07288753,1047.0085,490000.0,468.0,30625.0,,7648.0,0.0002377632,0.1,1.5664994 +444.4,428.7962,0.05824283,1050.4202,500000.0,476.0,31250.0,,7808.0,0.0002375072,0.1,1.5423787 +463.7,429.4806,0.040508557,1051.5464,510000.0,485.0,31875.0,,7968.0,0.0002372512,0.1,1.6165068 +480.7,430.46555,0.051793743,1054.7667,520000.0,493.0,32500.0,,8096.0,0.0002370464,0.1,1.7549448 +482.2,431.44165,0.06376904,1055.7769,530000.0,502.0,33125.0,,8256.0,0.0002367904,0.1,1.6475585 +492.5,432.5724,0.14458269,1054.6875,540000.0,512.0,33750.0,,8416.0,0.0002365344,0.1,1.5707855 +498.1,433.76376,0.0929035,1051.6252,550000.0,523.0,34375.0,,8576.0,0.0002362784,0.1,1.5776029 +509.0,435.10736,0.10649191,1054.6139,560000.0,531.0,35000.0,,8736.0,0.0002360224,0.1,1.4415514 +518.8,436.57565,0.04567025,1055.5555,570000.0,540.0,35625.0,,8896.0,0.0002357664,0.1,1.6565951 +517.4,437.96918,0.07116646,1054.5454,580000.0,550.0,36250.0,,9056.0,0.0002355104,0.1,1.4930196 +517.7,439.32056,0.068405904,1055.4562,590000.0,559.0,36875.0,,9216.0,0.0002352544,0.1,1.6933022 +511.9,440.5302,0.052503224,1056.338,600000.0,568.0,37500.0,,9344.0,0.0002350496,0.1,1.6735028 +517.4,441.79037,0.064297654,1059.0278,610000.0,576.0,38125.0,,9504.0,0.0002347936,0.1,1.5173702 +513.4,442.94537,0.06808225,1059.8291,620000.0,585.0,38750.0,,9664.0,0.0002345376,0.1,1.4823624 +516.1,444.10657,0.050320156,1060.6061,630000.0,594.0,39375.0,,9824.0,0.0002342816,0.1,1.6888307 +516.7,445.24078,0.04725893,1059.6027,640000.0,604.0,40000.0,,9984.0,0.0002340256,0.1,1.7698865 +518.9,446.37402,0.054063044,1060.3589,650000.0,613.0,40625.0,,10144.0,0.0002337696,0.1,1.8330189 +543.4,447.84412,0.06347569,1061.0933,660000.0,622.0,41250.0,,10304.0,0.0002335136,0.1,1.7403095 +548.3,449.34344,0.026405424,1063.4921,670000.0,630.0,41875.0,,10464.0,0.0002332576,0.1,1.9328749 +550.8,450.83548,0.048086982,1062.5,680000.0,640.0,42500.0,,10624.0,0.0002330016,0.1,1.823452 +549.3,452.2625,0.08720278,1063.1741,690000.0,649.0,43125.0,,10752.0,0.0002327968,0.1,1.6594667 +552.3,453.69162,0.08357773,1063.8298,700000.0,658.0,43750.0,,10912.0,0.0002325408,0.1,1.6245444 +551.5,455.0692,0.052458625,1066.066,710000.0,666.0,44375.0,,11072.0,0.0002322848,0.1,1.8390427 +537.9,456.2196,0.09640595,1065.0887,720000.0,676.0,45000.0,,11232.0,0.0002320288,0.1,1.9273989 +532.1,457.2591,0.06066822,1065.6935,730000.0,685.0,45625.0,,11392.0,0.0002317728,0.1,1.9761803 +528.0,458.21506,0.042006522,1067.821,740000.0,693.0,46250.0,,11552.0,0.0002315168,0.1,1.8503191 +527.9,459.14417,0.06747892,1068.3761,750000.0,702.0,46875.0,,11712.0,0.0002312608,0.1,1.6619537 +520.8,459.95544,0.03566633,1068.917,760000.0,711.0,47500.0,,11872.0,0.0002310048,0.1,1.6110215 +523.5,460.7807,0.07860166,1069.4445,770000.0,720.0,48125.0,,12000.0,0.0002308,0.1,1.8470738 +529.2,461.65787,0.032949395,1069.9589,780000.0,729.0,48750.0,,12160.0,0.000230544,0.1,1.6314876 +534.5,462.5799,0.041504372,1071.9132,790000.0,737.0,49375.0,,12320.0,0.000230288,0.1,1.7282875 +541.2,463.56265,0.0734795,1072.3861,800000.0,746.0,50000.0,,12480.0,0.000230032,0.1,1.5291908 +542.5,464.53717,0.100601375,1074.2705,810000.0,754.0,50625.0,,12640.0,0.000229776,0.1,1.8381482 +550.5,465.5855,0.12536652,1073.2985,820000.0,764.0,51250.0,,12800.0,0.00022952,0.1,1.7005016 +550.8,466.6122,0.06604404,1073.7386,830000.0,773.0,51875.0,,12960.0,0.000229264,0.1,1.7265053 +547.6,467.57635,0.033432886,1074.1688,840000.0,782.0,52500.0,,13120.0,0.000229008,0.1,1.8886359 +546.1,468.50018,0.0899854,1074.5891,850000.0,791.0,53125.0,,13280.0,0.000228752,0.1,1.5335243 +541.0,469.3432,0.054828454,1075.0,860000.0,800.0,53750.0,,13408.0,0.0002285472,0.1,1.7095232 +532.3,470.06686,0.08145067,1074.0741,870000.0,810.0,54375.0,,13568.0,0.0002282912,0.1,1.5744721 +533.0,470.78195,0.07625802,1073.1708,880000.0,820.0,55000.0,,13728.0,0.0002280352,0.1,1.6260931 +524.5,471.38553,0.087473616,1073.5826,890000.0,829.0,55625.0,,13888.0,0.0002277792,0.1,1.7172843 +522.7,471.9557,0.10445694,1072.7056,900000.0,839.0,56250.0,,14048.0,0.0002275232,0.1,1.5980332 +533.1,472.62762,0.08078918,1073.1132,910000.0,848.0,56875.0,,14208.0,0.0002272672,0.1,1.5211742 +547.2,473.43817,0.067893766,1072.2611,920000.0,858.0,57500.0,,14368.0,0.0002270112,0.1,1.6617665 +547.3,474.2324,0.11783968,1072.6643,930000.0,867.0,58125.0,,14528.0,0.0002267552,0.1,1.4918883 +549.6,475.0342,0.087363996,1074.2858,940000.0,875.0,58750.0,,14656.0,0.0002265504,0.1,1.3824003 +558.5,475.91278,0.02573253,1074.6606,950000.0,884.0,59375.0,,14816.0,0.0002262944,0.1,1.6486754 +546.2,476.6449,0.06140303,1073.8256,960000.0,894.0,60000.0,,14976.0,0.0002260384,0.1,1.9673588 +520.4,477.09598,0.036305297,1075.3881,970000.0,902.0,60625.0,,15136.0,0.0002257824,0.1,1.8124572 +501.8,477.34805,0.066203326,1075.741,980000.0,911.0,61250.0,,15296.0,0.0002255264,0.1,1.810143 +480.7,477.3819,0.09112864,1076.0869,990000.0,920.0,61875.0,,15456.0,0.0002252704,0.1,1.5937488 +463.8,477.2461,0.07480178,1074.1139,1000000.0,931.0,62500.0,,15616.0,0.0002250144,0.1,1.6805139 +459.1,479.72046,0.08691811,1074.4681,1010000.0,940.0,63125.0,,15776.0,0.0002247584,0.1,1.621186 +471.8,482.07004,0.091452956,1075.9493,1020000.0,948.0,63750.0,,15936.0,0.0002245024,0.1,1.5556691 +471.6,484.2833,0.11151231,1076.28,1030000.0,957.0,64375.0,,16064.0,0.0002242976,0.1,1.5114129 +475.4,486.43527,0.06806807,1076.6046,1040000.0,966.0,65000.0,,16224.0,0.0002240416,0.1,1.8677269 +485.6,488.46472,0.13608125,1075.8197,1050000.0,976.0,65625.0,,16384.0,0.0002237856,0.1,1.4554973 +495.8,490.5176,0.13213412,1077.2357,1060000.0,984.0,66250.0,,16544.0,0.0002235296,0.1,1.6275258 +508.6,492.62106,0.11420036,1076.4587,1070000.0,994.0,66875.0,,16704.0,0.0002232736,0.1,1.7807446 +532.3,494.83203,0.13957812,1075.6973,1080000.0,1004.0,67500.0,,16864.0,0.0002230176,0.1,1.4503794 +561.8,497.213,0.078750536,1077.0751,1090000.0,1012.0,68125.0,,17024.0,0.0002227616,0.1,1.2611157 +572.8,499.42203,0.114346884,1077.3751,1100000.0,1021.0,68750.0,,17184.0,0.0002225056,0.1,1.4728214 +571.6,501.55704,0.06372046,1077.6699,1110000.0,1030.0,69375.0,,17312.0,0.0002223008,0.1,1.3200762 +575.9,503.52704,0.01740929,1077.9596,1120000.0,1039.0,70000.0,,17472.0,0.0002220448,0.1,1.7012544 +558.8,505.16296,0.13092747,1076.1904,1130000.0,1050.0,70625.0,,17632.0,0.0002217888,0.1,1.328645 +548.5,506.51404,0.11926224,1076.4873,1140000.0,1059.0,71250.0,,17792.0,0.0002215328,0.1,1.4637672 +556.5,507.86694,0.08715786,1076.779,1150000.0,1068.0,71875.0,,17952.0,0.0002212768,0.1,1.5721077 +562.3,509.17102,0.11648844,1077.0659,1160000.0,1077.0,72500.0,,18112.0,0.0002210208,0.1,1.2888768 +562.8,510.53195,0.1250537,1077.348,1170000.0,1086.0,73125.0,,18272.0,0.0002207648,0.1,1.6013551 +580.0,512.024,0.09604698,1077.6256,1180000.0,1095.0,73750.0,,18432.0,0.0002205088,0.1,1.6090851 +605.2,513.664,0.22845103,1077.8986,1190000.0,1104.0,74375.0,,18592.0,0.0002202528,0.1,1.4451723 +612.5,515.092,0.17979753,1078.1671,1200000.0,1113.0,75000.0,,18720.0,0.000220048,0.1,1.3893478 +624.1,516.36597,0.12879753,1079.3934,1210000.0,1121.0,75625.0,,18880.0,0.000219792,0.1,1.3828799 +659.7,517.782,0.032257047,1079.646,1220000.0,1130.0,76250.0,,19040.0,0.000219536,0.1,1.6254584 +663.5,519.171,0.19322133,1079.8947,1230000.0,1139.0,76875.0,,19200.0,0.00021928,0.1,1.3211775 +655.3,520.445,0.10929032,1081.081,1240000.0,1147.0,77500.0,,19360.0,0.000219024,0.1,1.506007 +673.0,522.153,0.07595892,1082.2511,1250000.0,1155.0,78125.0,,19520.0,0.000218768,0.1,1.3571739 +671.7,523.965,0.04300227,1082.4742,1260000.0,1164.0,78750.0,,19680.0,0.000218512,0.1,1.5223615 +660.6,525.892,0.106630266,1082.694,1270000.0,1173.0,79375.0,,19840.0,0.000218256,0.1,1.6431248 +648.8,527.46704,0.075405575,1082.9103,1280000.0,1182.0,80000.0,,20000.0,0.000218,0.1,1.6687877 +652.7,528.95404,0.18027566,1084.0336,1290000.0,1190.0,80625.0,,20128.0,0.0002177952,0.1,1.6057053 +649.6,530.43304,0.120482974,1084.2368,1300000.0,1199.0,81250.0,,20288.0,0.0002175392,0.1,1.620395 +648.0,531.66,0.049809746,1085.3356,1310000.0,1207.0,81875.0,,20448.0,0.0002172832,0.1,1.5244759 +675.0,533.07404,0.037436973,1085.5264,1320000.0,1216.0,82500.0,,20608.0,0.0002170272,0.1,1.704304 +669.3,534.462,0.083610915,1085.7142,1330000.0,1225.0,83125.0,,20768.0,0.0002167712,0.1,1.6033659 +678.5,536.03,0.12527344,1085.8995,1340000.0,1234.0,83750.0,,20928.0,0.0002165152,0.1,1.59816 +683.5,537.722,0.06473164,1085.209,1350000.0,1244.0,84375.0,,21088.0,0.0002162592,0.1,1.7334284 +696.6,539.758,0.10023455,1085.395,1360000.0,1253.0,85000.0,,21248.0,0.0002160032,0.1,1.6509187 +695.1,541.773,0.10795259,1086.4393,1370000.0,1261.0,85625.0,,21376.0,0.0002157984,0.1,1.5886436 +687.8,543.882,0.063894376,1087.4705,1380000.0,1269.0,86250.0,,21536.0,0.0002155424,0.1,1.68491 +684.8,545.96405,0.060127117,1087.637,1390000.0,1278.0,86875.0,,21696.0,0.0002152864,0.1,1.4918835 +693.6,548.10205,0.010512579,1087.8011,1400000.0,1287.0,87500.0,,21856.0,0.0002150304,0.1,1.7392013 +726.1,550.61804,0.12796459,1087.963,1410000.0,1296.0,88125.0,,22016.0,0.0002147744,0.1,1.4739747 +746.7,553.427,0.07691546,1087.2894,1420000.0,1306.0,88750.0,,22176.0,0.0002145184,0.1,1.5876468 +754.6,556.50604,0.114701815,1086.6261,1430000.0,1316.0,89375.0,,22336.0,0.0002142624,0.1,1.6484635 +788.8,559.98804,0.16214952,1086.7925,1440000.0,1325.0,90000.0,,22496.0,0.0002140064,0.1,1.4053278 +813.0,563.872,0.19799586,1086.9565,1450000.0,1334.0,90625.0,,22656.0,0.0002137504,0.1,1.580708 +786.7,567.517,0.13743138,1087.9285,1460000.0,1342.0,91250.0,,22784.0,0.0002135456,0.1,1.6317377 +802.4,571.4,0.11620681,1087.2781,1470000.0,1352.0,91875.0,,22944.0,0.0002132896,0.1,1.4825683 +784.1,575.011,0.10597017,1087.4357,1480000.0,1361.0,92500.0,,23104.0,0.0002130336,0.1,1.6330063 +812.3,578.84,0.071369916,1086.798,1490000.0,1371.0,93125.0,,23264.0,0.0002127776,0.1,1.4768417 +806.7,582.46295,0.13546817,1086.9565,1500000.0,1380.0,93750.0,,23424.0,0.0002125216,0.1,1.4555334 +820.9,586.035,0.10052184,1087.8962,1510000.0,1388.0,94375.0,,23584.0,0.0002122656,0.1,1.4996488 +830.9,589.5369,0.13825549,1088.0458,1520000.0,1397.0,95000.0,,23744.0,0.0002120096,0.1,1.3118415 +823.1,592.946,0.19526576,1088.1935,1530000.0,1406.0,95625.0,,23904.0,0.0002117536,0.1,1.4351001 +839.7,596.41797,0.06278778,1089.1089,1540000.0,1414.0,96250.0,,24032.0,0.0002115488,0.1,1.387721 +831.8,599.755,0.09745669,1088.4832,1550000.0,1424.0,96875.0,,24192.0,0.0002112928,0.1,1.5188951 +833.3,602.998,0.13490939,1087.8661,1560000.0,1434.0,97500.0,,24352.0,0.0002110368,0.1,1.3593476 +831.4,606.12396,0.06524064,1086.5052,1570000.0,1445.0,98125.0,,24512.0,0.0002107808,0.1,1.3549906 +843.2,609.382,0.13552044,1085.9106,1580000.0,1455.0,98750.0,,24672.0,0.0002105248,0.1,1.2640256 +857.3,612.778,0.13091005,1086.0656,1590000.0,1464.0,99375.0,,24832.0,0.0002102688,0.1,1.2373586 +875.2,616.41095,0.14930537,1086.2186,1600000.0,1473.0,100000.0,,24992.0,0.0002100128,0.1,1.4114984 +858.4,619.821,0.07865845,1086.3698,1610000.0,1482.0,100625.0,,25152.0,0.0002097568,0.1,1.3561459 +871.3,623.4,0.07114503,1086.5192,1620000.0,1491.0,101250.0,,25312.0,0.0002095008,0.1,1.3589054 +885.2,627.091,0.14415525,1087.3916,1630000.0,1499.0,101875.0,,25440.0,0.000209296,0.1,1.4900293 +895.0,630.87396,0.07284201,1088.2548,1640000.0,1507.0,102500.0,,25600.0,0.00020904,0.1,1.537405 +891.9,634.604,0.0849916,1089.1089,1650000.0,1515.0,103125.0,,25760.0,0.000208784,0.1,1.3411222 +908.2,638.25195,0.04749144,1089.2389,1660000.0,1524.0,103750.0,,25920.0,0.000208528,0.1,1.1378291 +927.9,642.048,0.1055857,1087.9479,1670000.0,1535.0,104375.0,,26080.0,0.000208272,0.1,1.369937 +907.8,645.618,0.1436856,1087.3787,1680000.0,1545.0,105000.0,,26240.0,0.000208016,0.1,1.0555611 +888.3,649.008,0.110515974,1086.8168,1690000.0,1555.0,105625.0,,26400.0,0.00020776,0.1,1.5005872 +899.2,652.477,0.16869308,1087.652,1700000.0,1563.0,106250.0,,26560.0,0.000207504,0.1,1.3292491 +894.1,655.9031,0.13843973,1088.4786,1710000.0,1571.0,106875.0,,26688.0,0.0002072992,0.1,1.3919487 +890.4,659.428,0.049673703,1087.9191,1720000.0,1581.0,107500.0,,26848.0,0.0002070432,0.1,1.441988 +894.3,663.05,0.06837511,1088.7351,1730000.0,1589.0,108125.0,,27008.0,0.0002067872,0.1,1.718233 +877.4,666.5439,0.14211886,1088.8611,1740000.0,1598.0,108750.0,,27168.0,0.0002065312,0.1,1.4587839 +908.4,670.349,0.10899634,1088.9857,1750000.0,1607.0,109375.0,,27328.0,0.0002062752,0.1,1.5655404 +918.9,674.33,0.10209388,1089.1089,1760000.0,1616.0,110000.0,,27488.0,0.0002060192,0.1,1.3597419 +945.9,678.5539,0.09339525,1088.5609,1770000.0,1626.0,110625.0,,27648.0,0.0002057632,0.1,1.4673508 +967.2,682.93396,0.15898338,1088.0195,1780000.0,1636.0,111250.0,,27808.0,0.0002055072,0.1,1.3633864 +1021.4,687.803,0.12364779,1087.4849,1790000.0,1646.0,111875.0,,27968.0,0.0002052512,0.1,1.5275309 +1008.6,692.47705,0.3025444,1087.6133,1800000.0,1655.0,112500.0,,28096.0,0.0002050464,0.1,1.4885213 +958.0,696.632,0.10296507,1086.4346,1810000.0,1666.0,113125.0,,28256.0,0.0002047904,0.1,1.5615747 +927.8,700.4049,0.14327942,1086.5671,1820000.0,1675.0,113750.0,,28416.0,0.0002045344,0.1,1.6136464 +864.3,703.5399,0.1404291,1086.6984,1830000.0,1684.0,114375.0,,28576.0,0.0002042784,0.1,1.8346598 +814.1,706.2049,0.1512089,1085.5458,1840000.0,1695.0,115000.0,,28736.0,0.0002040224,0.1,1.3149633 +745.3,708.19696,0.049214203,1086.3182,1850000.0,1703.0,115625.0,,28896.0,0.0002037664,0.1,1.4285142 +767.1,710.45795,0.12832958,1086.4486,1860000.0,1712.0,116250.0,,29056.0,0.0002035104,0.1,1.4067755 +819.8,713.33295,0.20099807,1085.9465,1870000.0,1722.0,116875.0,,29216.0,0.0002032544,0.1,1.1395038 +856.5,716.5679,0.11095299,1086.7052,1880000.0,1730.0,117500.0,,29344.0,0.0002030496,0.1,1.4019864 +917.0,720.49304,0.04705054,1086.8315,1890000.0,1739.0,118125.0,,29504.0,0.0002027936,0.1,1.5482533 +928.1,724.54694,0.10792772,1086.9565,1900000.0,1748.0,118750.0,,29664.0,0.0002025376,0.1,1.3733723 +937.0,728.586,0.19221532,1087.0802,1910000.0,1757.0,119375.0,,29824.0,0.0002022816,0.1,1.4754326 +953.2,732.646,0.10287787,1087.2028,1920000.0,1766.0,120000.0,,29984.0,0.0002020256,0.1,1.6612204 +933.8,736.511,0.09071131,1086.7117,1930000.0,1776.0,120625.0,,30144.0,0.0002017696,0.1,1.3722472 +921.4,740.229,0.08984405,1086.8347,1940000.0,1785.0,121250.0,,30304.0,0.0002015136,0.1,1.487972 +922.8,743.87195,0.044827115,1086.9565,1950000.0,1794.0,121875.0,,30464.0,0.0002012576,0.1,1.4655486 +924.3,747.6529,0.10800961,1087.6803,1960000.0,1802.0,122500.0,,30624.0,0.0002010016,0.1,1.5151913 +930.9,751.7579,0.08947919,1087.7968,1970000.0,1811.0,123125.0,,30752.0,0.0002007968,0.1,1.4235983 +941.2,756.152,0.08860244,1087.9121,1980000.0,1820.0,123750.0,,30912.0,0.0002005408,0.1,1.4990709 +963.1,760.976,0.16823755,1088.6215,1990000.0,1828.0,124375.0,,31072.0,0.0002002848,0.1,1.3035085 +960.7,765.94507,0.098820925,1089.3246,2000000.0,1836.0,125000.0,,31232.0,0.0002000288,0.1,1.4354275 +991.9,771.27313,0.050662123,1089.4309,2010000.0,1845.0,125625.0,,31392.0,0.0001997728,0.1,1.5215089 +971.4,776.26904,0.121006384,1089.5361,2020000.0,1854.0,126250.0,,31552.0,0.0001995168,0.1,1.3401785 +921.9,780.772,0.113627374,1089.6404,2030000.0,1863.0,126875.0,,31712.0,0.0001992608,0.1,1.5493864 +928.9,785.30695,0.18866539,1090.326,2040000.0,1871.0,127500.0,,31872.0,0.0001990048,0.1,1.6177032 +897.0,789.421,0.12704702,1091.0059,2050000.0,1879.0,128125.0,,32000.0,0.0001988,0.1,1.5502802 +906.0,793.52295,0.064460635,1090.524,2060000.0,1889.0,128750.0,,32160.0,0.000198544,0.1,1.5328275 +920.6,797.64294,0.07479397,1090.6217,2070000.0,1898.0,129375.0,,32320.0,0.000198288,0.1,1.8524345 +909.4,801.414,0.016415616,1091.2906,2080000.0,1906.0,130000.0,,32480.0,0.000198032,0.1,1.8939254 +906.6,804.86206,0.05401948,1091.954,2090000.0,1914.0,130625.0,,32640.0,0.000197776,0.1,1.7221131 +944.9,808.58295,0.13788228,1092.0437,2100000.0,1923.0,131250.0,,32800.0,0.00019752,0.1,1.4089674 +955.2,812.419,0.13938124,1092.6981,2110000.0,1931.0,131875.0,,32960.0,0.000197264,0.1,1.3535054 +947.2,816.132,0.18260959,1092.7834,2120000.0,1940.0,132500.0,,33120.0,0.000197008,0.1,1.5041206 +958.9,820.13306,0.1937499,1092.8682,2130000.0,1949.0,133125.0,,33280.0,0.000196752,0.1,1.5728642 +922.3,823.87103,0.15429685,1092.952,2140000.0,1958.0,133750.0,,33408.0,0.0001965472,0.1,1.4319019 +940.6,827.71204,0.117011584,1092.4796,2150000.0,1968.0,134375.0,,33568.0,0.0001962912,0.1,1.4819248 +935.2,831.4409,0.11388483,1092.5645,2160000.0,1977.0,135000.0,,33728.0,0.0001960352,0.1,1.4679763 +894.7,834.7601,0.076903224,1093.199,2170000.0,1985.0,135625.0,,33888.0,0.0001957792,0.1,1.5008267 +962.5,838.5851,0.07553176,1093.2798,2180000.0,1994.0,136250.0,,34048.0,0.0001955232,0.1,1.4127522 +960.3,842.136,0.09049239,1093.36,2190000.0,2003.0,136875.0,,34208.0,0.0001952672,0.1,1.4127443 +945.2,845.46295,0.117298804,1093.983,2200000.0,2011.0,137500.0,,34368.0,0.0001950112,0.1,1.2185988 +963.5,848.85706,0.2640361,1094.0594,2210000.0,2020.0,138125.0,,34528.0,0.0001947552,0.1,1.2517607 +982.1,852.081,0.06020915,1094.135,2220000.0,2029.0,138750.0,,34656.0,0.0001945504,0.1,1.288896 +1028.8,855.734,0.05944192,1093.6733,2230000.0,2039.0,139375.0,,34816.0,0.0001942944,0.1,1.2519054 +1097.2,860.15295,0.14190327,1093.75,2240000.0,2048.0,140000.0,,34976.0,0.0001940384,0.1,1.5328814 +1086.6,864.289,0.115105286,1093.2944,2250000.0,2058.0,140625.0,,35136.0,0.0001937824,0.1,1.5236522 +1116.4,868.736,0.17294115,1093.9012,2260000.0,2066.0,141250.0,,35296.0,0.0001935264,0.1,1.2987733 +1140.1,873.531,0.12141106,1094.5034,2270000.0,2074.0,141875.0,,35456.0,0.0001932704,0.1,1.4462115 +1189.2,878.935,0.14858711,1094.5751,2280000.0,2083.0,142500.0,,35616.0,0.0001930144,0.1,1.3552396 +1209.5,884.503,0.20534243,1094.1233,2290000.0,2093.0,143125.0,,35776.0,0.0001927584,0.1,1.4309131 +1166.7,889.67413,0.14649568,1094.196,2300000.0,2102.0,143750.0,,35936.0,0.0001925024,0.1,1.4104066 +1128.1,894.4751,0.12063436,1094.2681,2310000.0,2111.0,144375.0,,36064.0,0.0001922976,0.1,1.5557237 +1181.3,899.53796,-0.004642504,1094.8561,2320000.0,2119.0,145000.0,,36224.0,0.0001920416,0.1,1.5374104 +1196.5,904.81,0.084814586,1094.9248,2330000.0,2128.0,145625.0,,36384.0,0.0001917856,0.1,1.4754009 +1183.5,909.8599,0.10614296,1095.5056,2340000.0,2136.0,146250.0,,36544.0,0.0001915296,0.1,1.5568291 +1137.9,914.404,0.0953651,1095.571,2350000.0,2145.0,146875.0,,36704.0,0.0001912736,0.1,1.4283416 +1141.0,918.84796,0.14395373,1095.636,2360000.0,2154.0,147500.0,,36864.0,0.0001910176,0.1,1.4557878 +1147.7,923.37396,0.12906319,1094.6882,2370000.0,2165.0,148125.0,,37024.0,0.0001907616,0.1,1.678721 +1158.6,928.08203,0.13914528,1094.2529,2380000.0,2175.0,148750.0,,37184.0,0.0001905056,0.1,1.5525992 +1115.2,932.3861,0.14682809,1094.8236,2390000.0,2183.0,149375.0,,37312.0,0.0001903008,0.1,1.7209681 +1073.4,936.1841,0.15211648,1095.3903,2400000.0,2191.0,150000.0,,37472.0,0.0001900448,0.1,1.3810945 +1064.7,939.57007,0.26055327,1095.9528,2410000.0,2199.0,150625.0,,37632.0,0.0001897888,0.1,1.34832 +1111.1,943.21405,0.07791241,1096.0145,2420000.0,2208.0,151250.0,,37792.0,0.0001895328,0.1,1.5121691 +1131.5,946.98303,0.119230606,1096.5704,2430000.0,2216.0,151875.0,,37952.0,0.0001892768,0.1,1.5826519 +1123.4,950.32904,0.3156371,1096.6293,2440000.0,2225.0,152500.0,,38112.0,0.0001890208,0.1,1.4408386 +1130.3,953.502,0.15571427,1096.1969,2450000.0,2235.0,153125.0,,38272.0,0.0001887648,0.1,1.5669764 +1168.0,957.31494,0.03914742,1095.7684,2460000.0,2245.0,153750.0,,38432.0,0.0001885088,0.1,1.3730423 +1199.5,961.286,0.06926608,1096.316,2470000.0,2253.0,154375.0,,38592.0,0.0001882528,0.1,1.5690768 +1207.3,965.51794,0.20870319,1096.8597,2480000.0,2261.0,155000.0,,38720.0,0.000188048,0.1,1.154217 +1203.5,969.43,0.2277979,1096.9163,2490000.0,2270.0,155625.0,,38880.0,0.000187792,0.1,1.5934565 +1206.2,973.425,0.15047568,1096.9724,2500000.0,2279.0,156250.0,,39040.0,0.000187536,0.1,1.4394562 +1237.3,977.58905,0.035050724,1096.5487,2510000.0,2289.0,156875.0,,39200.0,0.00018728,0.1,1.6540763 +1264.4,981.924,0.07782436,1096.6057,2520000.0,2298.0,157500.0,,39360.0,0.000187024,0.1,1.5636953 +1238.2,986.0751,0.0912578,1097.138,2530000.0,2306.0,158125.0,,39520.0,0.000186768,0.1,1.6884432 +1230.2,989.98,0.13628584,1097.1923,2540000.0,2315.0,158750.0,,39680.0,0.000186512,0.1,1.3808869 +1220.9,993.8711,0.12075769,1097.2461,2550000.0,2324.0,159375.0,,39840.0,0.000186256,0.1,1.588601 +1199.1,997.52905,0.09961408,1096.8295,2560000.0,2334.0,160000.0,,40000.0,0.000186,0.1,1.6726071 +1177.9,1000.99396,0.09851348,1097.8214,2570000.0,2341.0,160625.0,,40128.0,0.0001857952,0.1,1.6637609 +1155.2,1004.114,0.15549304,1097.8723,2580000.0,2350.0,161250.0,,40288.0,0.0001855392,0.1,1.8260629 +1137.9,1006.9201,0.15795508,1097.9229,2590000.0,2359.0,161875.0,,40448.0,0.0001852832,0.1,1.2524033 +1130.9,1009.4769,0.14395186,1097.973,2600000.0,2368.0,162500.0,,40608.0,0.0001850272,0.1,1.5782124 +1137.4,1012.26697,0.13818935,1098.4849,2610000.0,2376.0,163125.0,,40768.0,0.0001847712,0.1,1.6478068 +1160.0,1015.154,0.05916847,1098.5325,2620000.0,2385.0,163750.0,,40928.0,0.0001845152,0.1,1.4970343 +1217.8,1018.48,0.05593461,1098.5798,2630000.0,2394.0,164375.0,,41088.0,0.0001842592,0.1,1.387012 +1229.4,1021.824,0.10495193,1098.1697,2640000.0,2404.0,165000.0,,41248.0,0.0001840032,0.1,1.3682005 +1213.3,1025.038,0.10248273,1098.218,2650000.0,2413.0,165625.0,,41376.0,0.0001837984,0.1,1.487335 +1271.5,1028.671,0.15736346,1098.2659,2660000.0,2422.0,166250.0,,41536.0,0.0001835424,0.1,1.3433995 +1274.6,1032.138,0.08631839,1098.3135,2670000.0,2431.0,166875.0,,41696.0,0.0001832864,0.1,1.5593297 +1268.1,1035.7411,0.074549675,1098.3606,2680000.0,2440.0,167500.0,,41856.0,0.0001830304,0.1,1.5189104 +1254.3,1039.4011,0.17600453,1097.9592,2690000.0,2450.0,168125.0,,42016.0,0.0001827744,0.1,1.5931101 +1221.8,1042.6271,0.09138881,1098.0073,2700000.0,2459.0,168750.0,,42176.0,0.0001825184,0.1,1.7402576 +1231.9,1046.005,0.08490435,1097.6104,2710000.0,2469.0,169375.0,,42336.0,0.0001822624,0.1,1.6581552 +1223.9,1049.34,0.13799737,1097.2167,2720000.0,2479.0,170000.0,,42496.0,0.0001820064,0.1,1.4682707 +1230.8,1052.705,0.12137183,1097.2668,2730000.0,2488.0,170625.0,,42656.0,0.0001817504,0.1,1.4101377 +1183.4,1055.7649,0.14081046,1097.7565,2740000.0,2496.0,171250.0,,42784.0,0.0001815456,0.1,1.3089267 +1184.2,1058.523,0.092085294,1097.8044,2750000.0,2505.0,171875.0,,42944.0,0.0001812896,0.1,1.5243342 +1206.0,1061.394,0.14266378,1098.289,2760000.0,2513.0,172500.0,,43104.0,0.0001810336,0.1,1.1562482 +1238.1,1064.316,0.19402072,1097.8993,2770000.0,2523.0,173125.0,,43264.0,0.0001807776,0.1,1.6686134 +1234.4,1066.9882,0.0960405,1097.9463,2780000.0,2532.0,173750.0,,43424.0,0.0001805216,0.1,1.7045913 +1258.2,1069.3561,0.037033003,1098.4252,2790000.0,2540.0,174375.0,,43584.0,0.0001802656,0.1,1.4679987 +1289.0,1072.16,0.032545,1098.47,2800000.0,2549.0,175000.0,,43744.0,0.0001800096,0.1,1.6049263 +1279.0,1075.3701,0.14771271,1098.5144,2810000.0,2558.0,175625.0,,43904.0,0.0001797536,0.1,1.4907277 +1310.0,1079.192,0.33543056,1098.9867,2820000.0,2566.0,176250.0,,44032.0,0.0001795488,0.1,1.2801399 +1317.3,1083.722,0.05335351,1099.0292,2830000.0,2575.0,176875.0,,44192.0,0.0001792928,0.1,1.5613668 +1302.4,1088.605,0.13791148,1099.0712,2840000.0,2584.0,177500.0,,44352.0,0.0001790368,0.1,1.4264605 +1253.4,1093.6859,0.09873518,1099.113,2850000.0,2593.0,178125.0,,44512.0,0.0001787808,0.1,1.3568945 +1231.9,1098.3339,0.045229323,1099.577,2860000.0,2601.0,178750.0,,44672.0,0.0001785248,0.1,1.4383962 +1244.8,1102.5839,0.0773374,1099.6168,2870000.0,2610.0,179375.0,,44832.0,0.0001782688,0.1,1.3904531 +1233.9,1106.3579,0.14911875,1100.0764,2880000.0,2618.0,180000.0,,44992.0,0.0001780128,0.1,1.6018696 +1198.6,1109.174,0.080685176,1100.1143,2890000.0,2627.0,180625.0,,45152.0,0.0001777568,0.1,1.6422758 +1179.6,1111.689,0.026524547,1100.1517,2900000.0,2636.0,181250.0,,45312.0,0.0001775008,0.1,1.4511055 +1198.0,1114.299,0.074930616,1100.6051,2910000.0,2644.0,181875.0,,45440.0,0.000177296,0.1,1.6514556 +1170.0,1116.467,0.12420874,1100.6407,2920000.0,2653.0,182500.0,,45600.0,0.00017704,0.1,1.4856002 +1159.1,1118.72,0.02376095,1100.6761,2930000.0,2662.0,183125.0,,45760.0,0.000176784,0.1,1.5389748 +1182.2,1121.328,0.14196126,1100.7113,2940000.0,2671.0,183750.0,,45920.0,0.000176528,0.1,1.6330361 +1119.7,1123.2971,0.1022802,1100.7462,2950000.0,2680.0,184375.0,,46080.0,0.000176272,0.1,1.5109507 +1087.9,1124.9331,0.14882416,1101.1904,2960000.0,2688.0,185000.0,,46240.0,0.000176016,0.1,1.4569799 +1125.4,1126.878,0.17062478,1101.2236,2970000.0,2697.0,185625.0,,46400.0,0.00017576,0.1,1.6569642 +1129.9,1128.765,0.13367215,1101.6636,2980000.0,2705.0,186250.0,,46560.0,0.000175504,0.1,1.5145693 +1133.5,1130.469,0.15382105,1101.695,2990000.0,2714.0,186875.0,,46688.0,0.0001752992,0.1,1.5826521 +1159.8,1132.46,0.062134616,1101.7261,3000000.0,2723.0,187500.0,,46848.0,0.0001750432,0.1,1.6675756 +1190.1,1134.442,0.10827726,1101.3539,3010000.0,2733.0,188125.0,,47008.0,0.0001747872,0.1,1.6522405 +1194.6,1136.6741,0.12773612,1101.7877,3020000.0,2741.0,188750.0,,47168.0,0.0001745312,0.1,1.7394938 +1209.9,1139.554,0.21740463,1101.8182,3030000.0,2750.0,189375.0,,47328.0,0.0001742752,0.1,1.4155695 +1212.6,1142.3911,0.20808475,1101.8485,3040000.0,2759.0,190000.0,,47488.0,0.0001740192,0.1,1.612011 +1184.1,1145.2621,0.1267552,1102.2769,3050000.0,2767.0,190625.0,,47648.0,0.0001737632,0.1,1.6164377 +1151.9,1147.721,0.08616735,1102.3054,3060000.0,2776.0,191250.0,,47808.0,0.0001735072,0.1,1.7095554 +1142.1,1149.936,0.09991141,1102.7299,3070000.0,2784.0,191875.0,,47968.0,0.0001732512,0.1,1.4332755 +1112.5,1151.9669,0.15930112,1102.7568,3080000.0,2793.0,192500.0,,48096.0,0.0001730464,0.1,1.6072714 +1105.4,1153.955,0.07546809,1103.1775,3090000.0,2801.0,193125.0,,48256.0,0.0001727904,0.1,1.5700886 +1145.9,1155.965,0.12744053,1103.2029,3100000.0,2810.0,193750.0,,48416.0,0.0001725344,0.1,1.4121017 +1173.1,1158.144,0.058130108,1103.2281,3110000.0,2819.0,194375.0,,48576.0,0.0001722784,0.1,1.5802591 +1233.4,1161.006,0.16461489,1102.8632,3120000.0,2829.0,195000.0,,48736.0,0.0001720224,0.1,1.5613357 +1244.7,1163.864,0.08967329,1103.2781,3130000.0,2837.0,195625.0,,48896.0,0.0001717664,0.1,1.5108418 +1242.5,1167.066,0.26712322,1103.3029,3140000.0,2846.0,196250.0,,49056.0,0.0001715104,0.1,1.3667607 +1238.9,1170.0491,0.11489019,1103.3275,3150000.0,2855.0,196875.0,,49216.0,0.0001712544,0.1,1.5380733 +1251.6,1173.213,0.079605795,1103.7373,3160000.0,2863.0,197500.0,,49344.0,0.0001710496,0.1,1.6005584 +1229.9,1176.565,0.1815957,1103.7605,3170000.0,2872.0,198125.0,,49504.0,0.0001707936,0.1,1.5200746 +1222.7,1179.167,0.09341183,1104.1666,3180000.0,2880.0,198750.0,,49664.0,0.0001705376,0.1,1.6982367 +1259.9,1182.1631,0.035563994,1104.1884,3190000.0,2889.0,199375.0,,49824.0,0.0001702816,0.1,1.6571834 +1202.2,1184.733,0.17774327,1104.2098,3200000.0,2898.0,200000.0,,49984.0,0.0001700256,0.1,1.5348449 +1195.9,1187.057,0.0846711,1104.6112,3210000.0,2906.0,200625.0,,50144.0,0.0001697696,0.1,1.5469648 +1232.1,1189.557,0.01840465,1104.6312,3220000.0,2915.0,201250.0,,50304.0,0.0001695136,0.1,1.5234538 +1273.0,1191.999,0.09824253,1104.6511,3230000.0,2924.0,201875.0,,50464.0,0.0001692576,0.1,1.4465263 +1293.6,1193.963,0.09934932,1104.2944,3240000.0,2934.0,202500.0,,50624.0,0.0001690016,0.1,1.2701714 +1324.3,1196.34,0.1692316,1103.9402,3250000.0,2944.0,203125.0,,50752.0,0.0001687968,0.1,1.6977397 +1274.4,1197.92,0.062272467,1103.5884,3260000.0,2954.0,203750.0,,50912.0,0.0001685408,0.1,1.4804392 +1285.8,1199.377,0.025806807,1103.2389,3270000.0,2964.0,204375.0,,51072.0,0.0001682848,0.1,1.5433815 +1329.0,1200.7749,0.021075655,1103.6339,3280000.0,2972.0,205000.0,,51232.0,0.0001680288,0.1,1.5839789 +1352.6,1202.2059,0.01121925,1103.6565,3290000.0,2981.0,205625.0,,51392.0,0.0001677728,0.1,1.6323338 +1360.5,1204.144,0.14117272,1103.679,3300000.0,2990.0,206250.0,,51552.0,0.0001675168,0.1,1.473495 +1402.5,1206.8881,0.108423315,1103.7013,3310000.0,2999.0,206875.0,,51712.0,0.0001672608,0.1,1.3516548 +1384.5,1208.92,0.114773355,1104.0905,3320000.0,3007.0,207500.0,,51872.0,0.0001670048,0.1,1.4004077 +1409.8,1211.053,0.116345905,1104.1115,3330000.0,3016.0,208125.0,,52000.0,0.0001668,0.1,1.4699955 +1449.6,1213.714,0.16847856,1103.7673,3340000.0,3026.0,208750.0,,52160.0,0.000166544,0.1,1.5322628 +1443.7,1216.772,0.12045465,1104.153,3350000.0,3034.0,209375.0,,52320.0,0.000166288,0.1,1.3751643 +1402.9,1219.391,0.15930252,1103.8108,3360000.0,3044.0,210000.0,,52480.0,0.000166032,0.1,1.3911123 +1370.2,1221.6161,0.10912647,1103.8323,3370000.0,3053.0,210625.0,,52640.0,0.000165776,0.1,1.5116786 +1326.2,1223.2921,0.07343677,1103.8536,3380000.0,3062.0,211250.0,,52800.0,0.00016552,0.1,1.4466708 +1288.5,1225.025,0.16584189,1103.875,3390000.0,3071.0,211875.0,,52960.0,0.000165264,0.1,1.4723122 +1223.9,1226.53,0.23995325,1103.8961,3400000.0,3080.0,212500.0,,53120.0,0.000165008,0.1,1.3381447 +1191.8,1227.801,0.09448049,1103.9171,3410000.0,3089.0,213125.0,,53280.0,0.000164752,0.1,1.5817212 +1181.6,1228.506,0.12402013,1104.2944,3420000.0,3097.0,213750.0,,53408.0,0.0001645472,0.1,1.504265 +1161.1,1228.802,0.03741251,1104.3142,3430000.0,3106.0,214375.0,,53568.0,0.0001642912,0.1,1.5823622 +1164.7,1229.215,0.044130106,1104.6885,3440000.0,3114.0,215000.0,,53728.0,0.0001640352,0.1,1.5466467 +1227.9,1230.191,0.024082689,1104.707,3450000.0,3123.0,215625.0,,53888.0,0.0001637792,0.1,1.5277568 +1217.3,1230.6841,0.13286772,1105.0782,3460000.0,3131.0,216250.0,,54048.0,0.0001635232,0.1,1.4627508 +1242.1,1231.11,0.16213854,1105.0956,3470000.0,3140.0,216875.0,,54208.0,0.0001632672,0.1,1.3855612 +1284.2,1231.879,0.06561467,1105.4637,3480000.0,3148.0,217500.0,,54368.0,0.0001630112,0.1,1.5743654 +1337.9,1233.223,0.13993597,1105.1299,3490000.0,3158.0,218125.0,,54528.0,0.0001627552,0.1,1.34815 +1358.2,1234.7432,0.097355194,1105.4958,3500000.0,3166.0,218750.0,,54656.0,0.0001625504,0.1,1.4219913 +1415.2,1236.5221,0.109335855,1105.8601,3510000.0,3174.0,219375.0,,54816.0,0.0001622944,0.1,1.4949971 +1429.7,1238.175,0.1020744,1105.875,3520000.0,3183.0,220000.0,,54976.0,0.0001620384,0.1,1.5678356 +1385.5,1239.6481,0.045500696,1106.2363,3530000.0,3191.0,220625.0,,55136.0,0.0001617824,0.1,1.2936696 +1424.3,1241.5891,0.17241372,1106.25,3540000.0,3200.0,221250.0,,55296.0,0.0001615264,0.1,1.2196827 +1411.7,1243.4971,0.14274007,1105.919,3550000.0,3210.0,221875.0,,55456.0,0.0001612704,0.1,1.5073953 +1392.2,1245.4281,0.09968902,1105.5901,3560000.0,3220.0,222500.0,,55616.0,0.0001610144,0.1,1.5001401 +1361.4,1247.2631,0.06288164,1105.2632,3570000.0,3230.0,223125.0,,55776.0,0.0001607584,0.1,1.5718397 +1372.1,1249.432,0.079650454,1105.6207,3580000.0,3238.0,223750.0,,55936.0,0.0001605024,0.1,1.3878187 +1388.0,1251.933,0.13366732,1105.9766,3590000.0,3246.0,224375.0,,56064.0,0.0001602976,0.1,1.6099374 +1382.2,1254.446,0.18847,1105.9907,3600000.0,3255.0,225000.0,,56224.0,0.0001600416,0.1,1.5030811 +1393.4,1257.006,0.21110854,1106.0049,3610000.0,3264.0,225625.0,,56384.0,0.0001597856,0.1,1.7207711 +1366.7,1259.073,0.0713918,1105.6812,3620000.0,3274.0,226250.0,,56544.0,0.0001595296,0.1,1.6128657 +1376.8,1260.6631,0.10916722,1105.696,3630000.0,3283.0,226875.0,,56704.0,0.0001592736,0.1,1.4107716 +1374.4,1262.1129,0.071926706,1105.7108,3640000.0,3292.0,227500.0,,56864.0,0.0001590176,0.1,1.6282368 +1367.9,1263.6589,0.08553117,1105.3906,3650000.0,3302.0,228125.0,,57024.0,0.0001587616,0.1,1.7029021 +1306.9,1264.013,0.0669186,1105.4062,3660000.0,3311.0,228750.0,,57184.0,0.0001585056,0.1,1.7012191 +1246.4,1263.731,0.07193627,1105.7548,3670000.0,3319.0,229375.0,,57312.0,0.0001583008,0.1,1.522784 +1255.0,1263.6,0.21826707,1106.1016,3680000.0,3327.0,230000.0,,57472.0,0.0001580448,0.1,1.4122105 +1288.5,1263.942,-0.0014448666,1106.1151,3690000.0,3336.0,230625.0,,57632.0,0.0001577888,0.1,1.6183102 +1283.2,1264.556,0.15699245,1105.798,3700000.0,3346.0,231250.0,,57792.0,0.0001575328,0.1,1.4507475 +1304.5,1265.282,0.1231836,1105.4827,3710000.0,3356.0,231875.0,,57952.0,0.0001572768,0.1,1.4618893 +1272.5,1265.7681,0.12801011,1105.8264,3720000.0,3364.0,232500.0,,58112.0,0.0001570208,0.1,1.3986112 +1267.2,1266.1321,0.0886576,1105.8405,3730000.0,3373.0,233125.0,,58272.0,0.0001567648,0.1,1.6420097 +1264.0,1266.9381,0.07857334,1105.2009,3740000.0,3384.0,233750.0,,58432.0,0.0001565088,0.1,1.4875972 +1266.1,1267.7571,0.057239,1105.5425,3750000.0,3392.0,234375.0,,58592.0,0.0001562528,0.1,1.3579861 +1241.7,1268.1141,0.17838861,1105.5571,3760000.0,3401.0,235000.0,,58720.0,0.000156048,0.1,1.5185385 +1216.5,1267.8981,0.099944934,1105.5719,3770000.0,3410.0,235625.0,,58880.0,0.000155792,0.1,1.8344786 +1215.3,1267.707,0.07389542,1105.5864,3780000.0,3419.0,236250.0,,59040.0,0.000155536,0.1,1.6389098 +1227.1,1267.396,0.09736508,1105.2786,3790000.0,3429.0,236875.0,,59200.0,0.00015528,0.1,1.581038 +1210.4,1266.61,0.08470373,1105.2938,3800000.0,3438.0,237500.0,,59360.0,0.000155024,0.1,1.486605 +1250.5,1266.325,0.10591507,1105.6298,3810000.0,3446.0,238125.0,,59520.0,0.000154768,0.1,1.488979 +1252.9,1265.754,0.061661065,1105.644,3820000.0,3455.0,238750.0,,59680.0,0.000154512,0.1,1.4653746 +1265.9,1265.24,0.1590118,1105.9774,3830000.0,3463.0,239375.0,,59840.0,0.000154256,0.1,1.5000826 +1265.9,1264.875,0.059140272,1105.9907,3840000.0,3472.0,240000.0,,60000.0,0.000154,0.1,1.7839943 +1278.2,1265.123,0.11497271,1106.3219,3850000.0,3480.0,240625.0,,60128.0,0.0001537952,0.1,1.7065067 +1251.6,1265.3201,-0.01546855,1106.6514,3860000.0,3488.0,241250.0,,60288.0,0.0001535392,0.1,1.715235 +1295.9,1265.831,0.04444259,1106.9794,3870000.0,3496.0,241875.0,,60448.0,0.0001532832,0.1,1.5385574 +1315.6,1266.6481,0.1562714,1106.99,3880000.0,3505.0,242500.0,,60608.0,0.0001530272,0.1,1.6653097 +1273.3,1267.395,0.08753191,1107.0006,3890000.0,3514.0,243125.0,,60768.0,0.0001527712,0.1,1.6119704 +1247.1,1268.07,0.051251803,1106.3829,3900000.0,3525.0,243750.0,,60928.0,0.0001525152,0.1,1.5782562 +1284.5,1268.935,0.1163471,1106.7081,3910000.0,3533.0,244375.0,,61088.0,0.0001522592,0.1,1.6180844 +1350.4,1270.739,0.08609537,1107.0319,3920000.0,3541.0,245000.0,,61248.0,0.0001520032,0.1,1.8127244 +1377.4,1272.922,0.09088025,1107.0422,3930000.0,3550.0,245625.0,,61376.0,0.0001517984,0.1,1.4718022 +1409.6,1275.196,0.15978888,1106.7416,3940000.0,3560.0,246250.0,,61536.0,0.0001515424,0.1,1.636486 +1409.9,1278.098,0.120178066,1106.7526,3950000.0,3569.0,246875.0,,61696.0,0.0001512864,0.1,1.4960971 +1440.5,1281.624,0.17495218,1106.4543,3960000.0,3579.0,247500.0,,61856.0,0.0001510304,0.1,1.7187504 +1434.0,1284.71,0.18910824,1106.466,3970000.0,3588.0,248125.0,,62016.0,0.0001507744,0.1,1.4594173 +1428.2,1287.693,0.26577136,1106.17,3980000.0,3598.0,248750.0,,62176.0,0.0001505184,0.1,1.447838 +1368.2,1290.0402,-0.0006133081,1106.1824,3990000.0,3607.0,249375.0,,62336.0,0.0001502624,0.1,1.6496944 +1370.3,1292.145,-0.017921178,1106.5007,4000000.0,3615.0,250000.0,,62496.0,0.0001500064,0.1,1.4151337 +1312.4,1293.368,0.080705345,1106.5121,4010000.0,3624.0,250625.0,,62656.0,0.0001497504,0.1,1.5013814 +1312.7,1294.549,0.059869897,1106.8282,4020000.0,3632.0,251250.0,,62784.0,0.0001495456,0.1,1.488887 +1308.8,1295.538,-0.014043738,1106.8387,4030000.0,3641.0,251875.0,,62944.0,0.0001492896,0.1,1.6492271 +1346.9,1296.881,0.09344626,1106.8494,4040000.0,3650.0,252500.0,,63104.0,0.0001490336,0.1,1.557088 +1395.0,1298.99,0.17773055,1107.1624,4050000.0,3658.0,253125.0,,63264.0,0.0001487776,0.1,1.7404102 +1383.8,1301.309,0.049090374,1107.4741,4060000.0,3666.0,253750.0,,63424.0,0.0001485216,0.1,1.6554921 +1429.3,1304.1809,0.063455954,1107.483,4070000.0,3675.0,254375.0,,63584.0,0.0001482656,0.1,1.5683613 +1429.1,1307.3469,0.05371817,1107.4918,4080000.0,3684.0,255000.0,,63744.0,0.0001480096,0.1,1.4060171 +1417.9,1310.4719,0.10662682,1107.8007,4090000.0,3692.0,255625.0,,63904.0,0.0001477536,0.1,1.6589112 +1469.5,1313.708,0.13988285,1107.8087,4100000.0,3701.0,256250.0,,64032.0,0.0001475488,0.1,1.7764001 +1449.9,1316.4761,0.08287816,1107.8168,4110000.0,3710.0,256875.0,,64192.0,0.0001472928,0.1,1.6123873 +1459.5,1318.737,0.035914738,1108.1227,4120000.0,3718.0,257500.0,,64352.0,0.0001470368,0.1,1.570138 +1412.7,1320.417,0.036907647,1108.1299,4130000.0,3727.0,258125.0,,64512.0,0.0001467808,0.1,1.5523487 +1389.2,1321.884,0.08114427,1108.1371,4140000.0,3736.0,258750.0,,64672.0,0.0001465248,0.1,1.6618272 +1403.1,1323.5261,0.19351883,1108.4402,4150000.0,3744.0,259375.0,,64832.0,0.0001462688,0.1,1.4389033 +1379.3,1324.8031,0.07376674,1108.4465,4160000.0,3753.0,260000.0,,64992.0,0.0001460128,0.1,1.6054213 +1355.2,1326.0562,0.04529628,1108.453,4170000.0,3762.0,260625.0,,65152.0,0.0001457568,0.1,1.4354668 +1311.4,1326.9431,0.041870974,1108.1654,4180000.0,3772.0,261250.0,,65312.0,0.0001455008,0.1,1.4931073 +1327.8,1327.6221,0.11152648,1107.8794,4190000.0,3782.0,261875.0,,65440.0,0.000145296,0.1,1.4484798 +1350.3,1329.1031,0.08315637,1107.595,4200000.0,3792.0,262500.0,,65600.0,0.00014504,0.1,1.481538 +1391.0,1331.0541,0.13045752,1107.3119,4210000.0,3802.0,263125.0,,65760.0,0.000144784,0.1,1.5215137 +1379.0,1332.523,0.13835126,1107.3209,4220000.0,3811.0,263750.0,,65920.0,0.000144528,0.1,1.5747361 +1334.1,1333.1339,0.1233751,1107.3298,4230000.0,3820.0,264375.0,,66080.0,0.000144272,0.1,1.5037161 +1328.9,1333.487,0.21938655,1107.3387,4240000.0,3829.0,265000.0,,66240.0,0.000144016,0.1,1.283323 +1368.8,1333.932,0.100457616,1107.6362,4250000.0,3837.0,265625.0,,66400.0,0.00014376,0.1,1.6820631 +1375.8,1334.9459,0.078704946,1107.6443,4260000.0,3846.0,266250.0,,66560.0,0.000143504,0.1,1.5275943 +1327.1,1335.3589,0.12372188,1107.9398,4270000.0,3854.0,266875.0,,66688.0,0.0001432992,0.1,1.6009904 +1328.6,1335.3549,0.084028915,1108.2341,4280000.0,3862.0,267500.0,,66848.0,0.0001430432,0.1,1.5398029 +1293.6,1334.765,0.13282277,1108.2407,4290000.0,3871.0,268125.0,,67008.0,0.0001427872,0.1,1.5400059 +1275.0,1333.91,0.03422832,1108.5331,4300000.0,3879.0,268750.0,,67168.0,0.0001425312,0.1,1.6368039 +1372.2,1333.607,0.11434158,1108.8243,4310000.0,3887.0,269375.0,,67328.0,0.0001422752,0.1,1.683516 +1361.5,1333.3771,0.13011764,1109.1143,4320000.0,3895.0,270000.0,,67488.0,0.0001420192,0.1,1.5501437 +1343.6,1332.715,0.12487835,1109.4031,4330000.0,3903.0,270625.0,,67648.0,0.0001417632,0.1,1.7543325 +1281.0,1331.029,0.13997917,1109.6907,4340000.0,3911.0,271250.0,,67808.0,0.0001415072,0.1,1.5874653 +1336.9,1329.961,0.21494347,1109.6938,4350000.0,3920.0,271875.0,,67968.0,0.0001412512,0.1,1.6115913 +1318.6,1329.1179,0.13238622,1109.9796,4360000.0,3928.0,272500.0,,68096.0,0.0001410464,0.1,1.7108529 +1311.9,1328.535,0.059225775,1109.7003,4370000.0,3938.0,273125.0,,68256.0,0.0001407904,0.1,1.6776853 +1297.4,1328.2472,0.22205116,1109.7036,4380000.0,3947.0,273750.0,,68416.0,0.0001405344,0.1,1.6962636 +1239.6,1327.7579,0.018278908,1109.7068,4390000.0,3956.0,274375.0,,68576.0,0.0001402784,0.1,1.7294382 +1272.1,1328.2399,0.11678382,1109.71,4400000.0,3965.0,275000.0,,68736.0,0.0001400224,0.1,1.4772414 +1282.6,1329.1478,0.23078874,1109.7131,4410000.0,3974.0,275625.0,,68896.0,0.0001397664,0.1,1.7033415 +1278.8,1330.12,0.10840729,1109.4377,4420000.0,3984.0,276250.0,,69056.0,0.0001395104,0.1,1.793395 +1256.1,1331.07,0.018083658,1109.4415,4430000.0,3993.0,276875.0,,69216.0,0.0001392544,0.1,1.8561292 +1289.0,1332.313,0.15341787,1109.7225,4440000.0,4001.0,277500.0,,69344.0,0.0001390496,0.1,1.4049354 +1319.8,1333.232,0.25414065,1109.7257,4450000.0,4010.0,278125.0,,69504.0,0.0001387936,0.1,1.6027201 +1290.5,1333.9639,0.08534047,1110.005,4460000.0,4018.0,278750.0,,69664.0,0.0001385376,0.1,1.9597628 +1333.6,1334.8789,0.20111214,1110.0074,4470000.0,4027.0,279375.0,,69824.0,0.0001382816,0.1,1.4612911 +1317.4,1335.2109,0.13277349,1110.285,4480000.0,4035.0,280000.0,,69984.0,0.0001380256,0.1,1.5696536 +1305.6,1334.888,0.10455272,1110.2869,4490000.0,4044.0,280625.0,,70144.0,0.0001377696,0.1,1.4970872 +1327.1,1334.5769,0.060871296,1110.2887,4500000.0,4053.0,281250.0,,70304.0,0.0001375136,0.1,2.0081224 +1315.0,1333.575,0.010684259,1110.2905,4510000.0,4062.0,281875.0,,70464.0,0.0001372576,0.1,1.652132 +1315.0,1332.428,0.11375596,1110.2924,4520000.0,4071.0,282500.0,,70624.0,0.0001370016,0.1,1.521018 +1274.4,1331.317,0.31414056,1110.2941,4530000.0,4080.0,283125.0,,70752.0,0.0001367968,0.1,1.6416411 +1278.7,1329.861,-0.012135906,1110.5675,4540000.0,4088.0,283750.0,,70912.0,0.0001365408,0.1,1.8170718 +1295.8,1328.7019,0.0632817,1110.5687,4550000.0,4097.0,284375.0,,71072.0,0.0001362848,0.1,1.5534518 +1339.9,1328.1791,0.20095532,1110.8405,4560000.0,4105.0,285000.0,,71232.0,0.0001360288,0.1,1.6132927 +1354.3,1328.1079,0.12430581,1111.1111,4570000.0,4113.0,285625.0,,71392.0,0.0001357728,0.1,1.5840638 +1353.8,1327.9248,0.10521679,1111.1111,4580000.0,4122.0,286250.0,,71552.0,0.0001355168,0.1,1.4659219 +1335.2,1327.397,0.123688474,1111.1111,4590000.0,4131.0,286875.0,,71712.0,0.0001352608,0.1,1.7587073 +1356.9,1327.1439,0.12330932,1111.3795,4600000.0,4139.0,287500.0,,71872.0,0.0001350048,0.1,1.790669 +1373.0,1326.94,0.17164336,1111.647,4610000.0,4147.0,288125.0,,72000.0,0.0001348,0.1,1.6335263 +1396.3,1327.2358,0.1629237,1111.9133,4620000.0,4155.0,288750.0,,72160.0,0.000134544,0.1,1.7161734 +1380.6,1327.2739,0.13859388,1111.9116,4630000.0,4164.0,289375.0,,72320.0,0.000134288,0.1,1.5313144 +1372.0,1327.2499,0.19069771,1111.9099,4640000.0,4173.0,290000.0,,72480.0,0.000134032,0.1,1.7040343 +1358.5,1327.1559,0.04068035,1112.1741,4650000.0,4181.0,290625.0,,72640.0,0.000133776,0.1,1.5941103 +1338.8,1327.4749,0.034181263,1112.1719,4660000.0,4190.0,291250.0,,72800.0,0.00013352,0.1,1.7464426 +1368.1,1328.6919,0.1380391,1112.4344,4670000.0,4198.0,291875.0,,72960.0,0.000133264,0.1,1.5366659 +1376.0,1329.9019,0.103385806,1112.1674,4680000.0,4208.0,292500.0,,73120.0,0.000133008,0.1,1.6905069 +1327.8,1330.2948,0.04382102,1112.4288,4690000.0,4216.0,293125.0,,73280.0,0.000132752,0.1,1.6543531 +1335.2,1330.815,0.097385645,1112.6895,4700000.0,4224.0,293750.0,,73408.0,0.0001325472,0.1,1.4590411 +1364.5,1331.415,0.14221537,1112.686,4710000.0,4233.0,294375.0,,73568.0,0.0001322912,0.1,1.6371114 +1333.7,1332.027,0.07121969,1112.9451,4720000.0,4241.0,295000.0,,73728.0,0.0001320352,0.1,1.6341083 +1360.5,1332.96,-0.014000016,1113.2031,4730000.0,4249.0,295625.0,,73888.0,0.0001317792,0.1,1.4746261 +1377.2,1334.092,0.0519863,1113.1987,4740000.0,4258.0,296250.0,,74048.0,0.0001315232,0.1,1.4894865 +1357.8,1335.009,0.22249922,1113.4552,4750000.0,4266.0,296875.0,,74208.0,0.0001312672,0.1,1.6129297 +1368.3,1336.275,0.05553824,1112.9296,4760000.0,4277.0,297500.0,,74368.0,0.0001310112,0.1,1.8574618 +1402.5,1338.135,0.15351965,1112.9258,4770000.0,4286.0,298125.0,,74528.0,0.0001307552,0.1,1.6099694 +1369.1,1339.6729,0.053906124,1113.1812,4780000.0,4294.0,298750.0,,74656.0,0.0001305504,0.1,1.6922001 +1332.4,1340.726,0.1583883,1113.4357,4790000.0,4302.0,299375.0,,74816.0,0.0001302944,0.1,1.4878726 +1332.0,1341.942,0.16601692,1113.4308,4800000.0,4311.0,300000.0,,74976.0,0.0001300384,0.1,1.536302 +1338.6,1342.823,0.1588123,1113.4259,4810000.0,4320.0,300625.0,,75136.0,0.0001297824,0.1,1.5940919 +1362.1,1343.9147,0.09048182,1113.6783,4820000.0,4328.0,301250.0,,75296.0,0.0001295264,0.1,1.5115943 +1377.3,1345.0288,0.2705801,1113.4164,4830000.0,4338.0,301875.0,,75456.0,0.0001292704,0.1,1.5948179 +1374.4,1346.114,0.12527777,1113.4115,4840000.0,4347.0,302500.0,,75616.0,0.0001290144,0.1,1.6170944 +1398.5,1347.317,0.13611029,1113.4067,4850000.0,4356.0,303125.0,,75776.0,0.0001287584,0.1,1.6264061 +1381.7,1348.6179,0.036005016,1113.4021,4860000.0,4365.0,303750.0,,75936.0,0.0001285024,0.1,1.4949086 +1374.3,1349.4019,0.099424265,1113.652,4870000.0,4373.0,304375.0,,76064.0,0.0001282976,0.1,1.655159 +1423.0,1350.476,0.09410887,1113.3927,4880000.0,4383.0,305000.0,,76224.0,0.0001280416,0.1,1.5773289 +1428.8,1352.0309,0.061176233,1113.388,4890000.0,4392.0,305625.0,,76384.0,0.0001277856,0.1,1.6289451 +1403.3,1353.593,0.04523073,1113.3833,4900000.0,4401.0,306250.0,,76544.0,0.0001275296,0.1,1.8434678 +1396.6,1354.7139,0.105521336,1113.6312,4910000.0,4409.0,306875.0,,76704.0,0.0001272736,0.1,1.512654 +1417.5,1355.385,0.1594945,1113.6261,4920000.0,4418.0,307500.0,,76864.0,0.0001270176,0.1,1.5899818 +1436.3,1355.9739,0.09091791,1113.8726,4930000.0,4426.0,308125.0,,77024.0,0.0001267616,0.1,1.5473645 +1454.8,1356.4259,0.0917619,1113.867,4940000.0,4435.0,308750.0,,77184.0,0.0001265056,0.1,1.7124784 +1447.5,1356.8019,0.06359432,1114.112,4950000.0,4443.0,309375.0,,77312.0,0.0001263008,0.1,1.8019414 +1402.9,1356.4261,0.06173232,1113.8558,4960000.0,4453.0,310000.0,,77472.0,0.0001260448,0.1,1.6049296 +1382.5,1355.9111,0.118091196,1113.8503,4970000.0,4462.0,310625.0,,77632.0,0.0001257888,0.1,1.6961303 +1396.8,1355.597,0.022637026,1113.8447,4980000.0,4471.0,311250.0,,77792.0,0.0001255328,0.1,1.5764247 +1390.9,1355.8241,0.19553125,1113.8392,4990000.0,4480.0,311875.0,,77952.0,0.0001252768,0.1,1.7163041 +1377.1,1355.8921,0.14926931,1114.082,5000000.0,4488.0,312500.0,,78112.0,0.0001250208,0.1,1.6255128 +1358.1,1356.3489,0.061540123,1114.3239,5010000.0,4496.0,313125.0,,78272.0,0.0001247648,0.1,1.7929702 +1343.2,1356.6539,0.065307446,1114.3174,5020000.0,4505.0,313750.0,,78432.0,0.0001245088,0.1,1.5481787 +1330.2,1356.8679,0.14315985,1114.311,5030000.0,4514.0,314375.0,,78592.0,0.0001242528,0.1,1.3981898 +1376.9,1357.1681,0.027076969,1114.551,5040000.0,4522.0,315000.0,,78720.0,0.000124048,0.1,1.6677984 +1392.9,1357.1472,0.12226025,1114.5443,5050000.0,4531.0,315625.0,,78880.0,0.000123792,0.1,1.6970718 +1399.9,1357.3081,0.16475153,1114.783,5060000.0,4539.0,316250.0,,79040.0,0.000123536,0.1,1.7766732 +1391.0,1356.9252,0.02990699,1114.5306,5070000.0,4549.0,316875.0,,79200.0,0.00012328,0.1,1.5893651 +1400.5,1356.639,0.11506001,1114.5239,5080000.0,4558.0,317500.0,,79360.0,0.000123024,0.1,1.5626583 +1397.7,1356.437,0.1099415,1114.5172,5090000.0,4567.0,318125.0,,79520.0,0.000122768,0.1,1.5085716 +1405.6,1355.798,0.1560751,1114.5105,5100000.0,4576.0,318750.0,,79680.0,0.000122512,0.1,1.6256433 +1433.5,1355.6339,0.08426773,1114.5038,5110000.0,4585.0,319375.0,,79840.0,0.000122256,0.1,1.6493666 +1487.6,1355.9148,0.11644253,1114.7399,5120000.0,4593.0,320000.0,,80000.0,0.000122,0.1,1.5213708 +1459.4,1356.3821,0.10521751,1114.975,5130000.0,4601.0,320625.0,,80128.0,0.0001217952,0.1,1.6717684 +1456.2,1357.052,0.07469003,1114.9674,5140000.0,4610.0,321250.0,,80288.0,0.0001215392,0.1,1.7092066 +1448.4,1357.5051,0.18017541,1114.96,5150000.0,4619.0,321875.0,,80448.0,0.0001212832,0.1,1.4443859 +1475.9,1358.4711,-0.00026710634,1115.1935,5160000.0,4627.0,322500.0,,80608.0,0.0001210272,0.1,1.5141463 +1507.4,1359.9933,0.1577998,1115.1855,5170000.0,4636.0,323125.0,,80768.0,0.0001207712,0.1,1.7305317 +1520.0,1362.0792,0.18562391,1115.4177,5180000.0,4644.0,323750.0,,80928.0,0.0001205152,0.1,1.4936507 +1509.5,1363.8961,0.11368602,1115.1698,5190000.0,4654.0,324375.0,,81088.0,0.0001202592,0.1,1.6047004 +1479.7,1365.19,0.07664397,1115.1619,5200000.0,4663.0,325000.0,,81248.0,0.0001200032,0.1,1.549755 +1491.7,1366.197,0.07875057,1115.3928,5210000.0,4671.0,325625.0,,81376.0,0.0001197984,0.1,1.5224633 +1490.5,1367.3121,0.024455803,1115.3846,5220000.0,4680.0,326250.0,,81536.0,0.0001195424,0.1,1.4330401 +1514.5,1369.1161,0.08134839,1115.3765,5230000.0,4689.0,326875.0,,81696.0,0.0001192864,0.1,1.3925899 +1494.8,1370.775,0.12648746,1115.3683,5240000.0,4698.0,327500.0,,81856.0,0.0001190304,0.1,1.4872684 +1483.7,1371.9241,0.14688212,1115.3601,5250000.0,4707.0,328125.0,,82016.0,0.0001187744,0.1,1.4748533 +1525.7,1373.423,0.106100544,1115.352,5260000.0,4716.0,328750.0,,82176.0,0.0001185184,0.1,1.5961926 +1518.8,1375.34,0.16454332,1115.58,5270000.0,4724.0,329375.0,,82336.0,0.0001182624,0.1,1.5440164 +1474.6,1376.7998,0.17871052,1115.3358,5280000.0,4734.0,330000.0,,82496.0,0.0001180064,0.1,1.3879249 +1477.4,1378.6382,0.05674669,1115.3279,5290000.0,4743.0,330625.0,,82656.0,0.0001177504,0.1,1.6779065 +1481.1,1380.6989,0.1959542,1115.5546,5300000.0,4751.0,331250.0,,82784.0,0.0001175456,0.1,1.4584143 +1472.8,1381.7048,0.05886846,1115.5463,5310000.0,4760.0,331875.0,,82944.0,0.0001172896,0.1,1.549835 +1490.6,1382.9957,-0.01054612,1115.5378,5320000.0,4769.0,332500.0,,83104.0,0.0001170336,0.1,1.5715526 +1487.5,1384.4348,0.054004565,1115.5295,5330000.0,4778.0,333125.0,,83264.0,0.0001167776,0.1,1.5906334 +1447.1,1386.0958,0.20268063,1115.5212,5340000.0,4787.0,333750.0,,83424.0,0.0001165216,0.1,1.4278905 +1455.6,1387.2828,0.11115732,1115.513,5350000.0,4796.0,334375.0,,83584.0,0.0001162656,0.1,1.3344672 +1455.9,1388.6559,0.08280867,1115.5046,5360000.0,4805.0,335000.0,,83744.0,0.0001160096,0.1,1.4117248 +1484.2,1390.3789,0.094552286,1115.7283,5370000.0,4813.0,335625.0,,83904.0,0.0001157536,0.1,1.5036114 +1500.5,1392.4102,0.13063857,1115.951,5380000.0,4821.0,336250.0,,84032.0,0.0001155488,0.1,1.5717423 +1500.0,1395.0142,0.061330628,1115.942,5390000.0,4830.0,336875.0,,84192.0,0.0001152928,0.1,1.7404902 +1467.6,1396.9691,0.12083846,1116.1637,5400000.0,4838.0,337500.0,,84352.0,0.0001150368,0.1,1.7192693 +1447.7,1398.62,0.06545549,1116.1543,5410000.0,4847.0,338125.0,,84512.0,0.0001147808,0.1,1.5118324 +1447.2,1400.3041,0.00014500692,1116.3749,5420000.0,4855.0,338750.0,,84672.0,0.0001145248,0.1,1.6336493 +1468.7,1402.4302,0.08328225,1116.3651,5430000.0,4864.0,339375.0,,84832.0,0.0001142688,0.1,1.5363196 +1427.3,1403.8131,0.057270274,1116.3555,5440000.0,4873.0,340000.0,,84992.0,0.0001140128,0.1,1.7531309 +1435.8,1404.973,0.08006693,1116.3457,5450000.0,4882.0,340625.0,,85152.0,0.0001137568,0.1,1.7176886 +1399.8,1406.0659,0.09210519,1116.1079,5460000.0,4892.0,341250.0,,85312.0,0.0001135008,0.1,1.8109708 +1386.3,1406.5928,0.16787405,1116.3265,5470000.0,4900.0,341875.0,,85440.0,0.000113296,0.1,1.65519 +1388.2,1407.3009,0.14711533,1116.317,5480000.0,4909.0,342500.0,,85600.0,0.00011304,0.1,1.461724 +1386.1,1408.1058,0.118422575,1116.5344,5490000.0,4917.0,343125.0,,85760.0,0.000112784,0.1,1.777704 +1384.6,1408.6809,0.0042451825,1116.5245,5500000.0,4926.0,343750.0,,85920.0,0.000112528,0.1,1.3840733 +1342.7,1408.958,0.032119166,1116.2885,5510000.0,4936.0,344375.0,,86080.0,0.000112272,0.1,1.7667203 +1392.3,1409.7308,0.12531208,1116.279,5520000.0,4945.0,345000.0,,86240.0,0.000112016,0.1,1.4907789 +1406.1,1411.0479,0.0297197,1116.495,5530000.0,4953.0,345625.0,,86400.0,0.00011176,0.1,1.6046784 +1449.7,1412.7579,0.17992887,1116.2604,5540000.0,4963.0,346250.0,,86560.0,0.000111504,0.1,1.8220763 +1459.2,1414.3921,0.073954195,1116.4756,5550000.0,4971.0,346875.0,,86688.0,0.0001112992,0.1,1.696062 +1449.7,1415.49,0.039893072,1116.4658,5560000.0,4980.0,347500.0,,86848.0,0.0001110432,0.1,1.5301297 +1499.6,1416.943,0.018081332,1116.4562,5570000.0,4989.0,348125.0,,87008.0,0.0001107872,0.1,1.8149986 +1499.8,1418.403,0.11825064,1116.4465,5580000.0,4998.0,348750.0,,87168.0,0.0001105312,0.1,1.6381531 +1501.4,1420.065,0.06946029,1116.437,5590000.0,5007.0,349375.0,,87328.0,0.0001102752,0.1,1.8689677 +1494.5,1421.441,0.033108868,1116.65,5600000.0,5015.0,350000.0,,87488.0,0.0001100192,0.1,1.6038668 +1513.9,1422.8501,0.07975173,1116.418,5610000.0,5025.0,350625.0,,87648.0,0.0001097632,0.1,1.4411224 +1476.1,1423.6481,0.14193498,1115.9651,5620000.0,5036.0,351250.0,,87808.0,0.0001095072,0.1,1.5017219 +1485.1,1424.6931,0.098248236,1116.1776,5630000.0,5044.0,351875.0,,87968.0,0.0001092512,0.1,1.4280245 +1526.4,1426.237,0.1009148,1116.3895,5640000.0,5052.0,352500.0,,88096.0,0.0001090464,0.1,1.5031145 +1555.0,1428.2019,0.028536005,1116.3801,5650000.0,5061.0,353125.0,,88256.0,0.0001087904,0.1,1.5051663 +1511.9,1429.9331,0.08817508,1116.3708,5660000.0,5070.0,353750.0,,88416.0,0.0001085344,0.1,1.6449716 +1504.5,1431.2972,0.08781762,1116.3615,5670000.0,5079.0,354375.0,,88576.0,0.0001082784,0.1,1.5058558 +1526.4,1432.8011,0.09155474,1116.3522,5680000.0,5088.0,355000.0,,88736.0,0.0001080224,0.1,1.4212389 +1536.4,1434.8872,0.13249658,1116.3429,5690000.0,5097.0,355625.0,,88896.0,0.0001077664,0.1,1.7427671 +1529.2,1436.827,0.13045833,1116.3337,5700000.0,5106.0,356250.0,,89056.0,0.0001075104,0.1,1.5238411 +1527.3,1438.4552,0.10334372,1116.5428,5710000.0,5114.0,356875.0,,89216.0,0.0001072544,0.1,1.6382885 +1527.6,1440.394,0.012508113,1116.7512,5720000.0,5122.0,357500.0,,89344.0,0.0001070496,0.1,1.658731 +1503.5,1441.8239,0.15474388,1116.7413,5730000.0,5131.0,358125.0,,89504.0,0.0001067936,0.1,1.6892073 +1470.0,1442.7518,0.106839456,1116.5143,5740000.0,5141.0,358750.0,,89664.0,0.0001065376,0.1,1.7052994 +1466.1,1443.8348,0.04579068,1116.7217,5750000.0,5149.0,359375.0,,89824.0,0.0001062816,0.1,1.5070056 +1447.6,1444.6278,0.05086238,1116.9285,5760000.0,5157.0,360000.0,,89984.0,0.0001060256,0.1,1.7083935 +1434.5,1444.9478,0.1887979,1116.9183,5770000.0,5166.0,360625.0,,90144.0,0.0001057696,0.1,1.5143808 +1409.7,1445.3539,0.09287177,1117.124,5780000.0,5174.0,361250.0,,90304.0,0.0001055136,0.1,1.5572734 +1421.6,1446.2457,0.040522832,1117.1136,5790000.0,5183.0,361875.0,,90464.0,0.0001052576,0.1,1.4749824 +1476.0,1447.6858,0.096814305,1117.1033,5800000.0,5192.0,362500.0,,90624.0,0.0001050016,0.1,1.3240572 +1467.7,1448.977,0.1404787,1117.3077,5810000.0,5200.0,363125.0,,90752.0,0.0001047968,0.1,1.6762089 +1454.3,1449.8988,0.060273882,1117.5115,5820000.0,5208.0,363750.0,,90912.0,0.0001045408,0.1,1.5578994 +1456.7,1450.693,0.05958958,1117.5005,5830000.0,5217.0,364375.0,,91072.0,0.0001042848,0.1,1.5253708 +1460.2,1451.5509,0.14315562,1117.4895,5840000.0,5226.0,365000.0,,91232.0,0.0001040288,0.1,1.7577097 +1463.0,1452.196,0.13386188,1117.4785,5850000.0,5235.0,365625.0,,91392.0,0.0001037728,0.1,1.4363344 +1444.6,1452.825,0.010960189,1117.4675,5860000.0,5244.0,366250.0,,91552.0,0.0001035168,0.1,1.8074985 +1455.4,1453.636,0.16062525,1117.6694,5870000.0,5252.0,366875.0,,91712.0,0.0001032608,0.1,1.5803438 +1420.2,1453.6079,0.10088455,1117.8707,5880000.0,5260.0,367500.0,,91872.0,0.0001030048,0.1,1.605117 +1407.0,1453.3899,0.0661232,1118.0714,5890000.0,5268.0,368125.0,,92000.0,0.0001028,0.1,1.5334349 +1403.4,1453.3911,0.12286081,1118.2714,5900000.0,5276.0,368750.0,,92160.0,0.000102544,0.1,1.5864334 +1460.9,1454.034,0.09119263,1118.2593,5910000.0,5285.0,369375.0,,92320.0,0.000102288,0.1,1.4862921 +1477.2,1454.6311,0.1127957,1118.4584,5920000.0,5293.0,370000.0,,92480.0,0.000102032,0.1,1.6123872 +1459.5,1454.8632,0.09460667,1118.4459,5930000.0,5302.0,370625.0,,92640.0,0.000101776,0.1,1.4097521 +1460.5,1454.92,0.057786476,1118.644,5940000.0,5310.0,371250.0,,92800.0,0.00010152,0.1,1.5318344 +1439.2,1454.837,0.06279513,1118.6313,5950000.0,5319.0,371875.0,,92960.0,0.000101264,0.1,1.3079972 +1424.8,1455.0559,0.0039807386,1118.6187,5960000.0,5328.0,372500.0,,93120.0,0.000101008,0.1,1.7500517 +1413.1,1455.3618,0.021819478,1118.8156,5970000.0,5336.0,373125.0,,93280.0,0.000100752,0.1,1.7773046 +1398.7,1455.3807,0.09570876,1119.012,5980000.0,5344.0,373750.0,,93408.0,0.0001005472,0.1,1.5377445 +1395.9,1455.4309,0.12325457,1119.2078,5990000.0,5352.0,374375.0,,93568.0,0.0001002912,0.1,1.4848267 +1370.7,1455.3671,0.049363486,1118.9855,6000000.0,5362.0,375000.0,,93728.0,0.0001000352,0.1,1.6965353 +1354.1,1455.3271,0.15594961,1118.9723,6010000.0,5371.0,375625.0,,93888.0,9.97792e-05,0.1,1.4828632 +1360.4,1455.499,0.062010624,1119.1671,6020000.0,5379.0,376250.0,,94048.0,9.95232e-05,0.1,1.6035057 +1418.4,1456.3811,0.14890908,1119.1537,6030000.0,5388.0,376875.0,,94208.0,9.92672e-05,0.1,1.7320275 +1433.1,1456.943,0.10786069,1119.1403,6040000.0,5397.0,377500.0,,94368.0,9.90112e-05,0.1,1.7197709 +1445.5,1457.4691,0.1272034,1119.127,6050000.0,5406.0,378125.0,,94528.0,9.87552e-05,0.1,1.7102921 +1457.6,1458.0459,0.0384324,1119.5271,6060000.0,5413.0,378750.0,,94656.0,9.85504e-05,0.1,1.5451756 +1447.7,1458.6129,0.11011609,1119.5131,6070000.0,5422.0,379375.0,,94816.0,9.82944e-05,0.1,1.5221889 +1476.8,1459.376,0.31445724,1119.4991,6080000.0,5431.0,380000.0,,94976.0,9.80384e-05,0.1,1.7381904 +1480.6,1460.205,0.021959115,1119.6912,6090000.0,5439.0,380625.0,,95136.0,9.77824e-05,0.1,1.6203573 +1483.3,1460.9819,0.07735788,1119.677,6100000.0,5448.0,381250.0,,95296.0,9.75264e-05,0.1,1.52867 +1448.8,1461.1349,0.10570195,1119.868,6110000.0,5456.0,381875.0,,95456.0,9.72704e-05,0.1,1.5261395 +1437.3,1460.6318,0.14534527,1119.8536,6120000.0,5465.0,382500.0,,95616.0,9.70144e-05,0.1,1.4119153 +1442.2,1460.46,0.060282163,1119.6346,6130000.0,5475.0,383125.0,,95776.0,9.67584e-05,0.1,1.6621925 +1425.1,1460.1489,0.05296179,1119.6207,6140000.0,5484.0,383750.0,,95936.0,9.65024e-05,0.1,1.375772 +1436.1,1460.0259,0.080369234,1119.8107,6150000.0,5492.0,384375.0,,96064.0,9.62976e-05,0.1,1.4178358 +1396.8,1459.235,0.06504707,1119.7964,6160000.0,5501.0,385000.0,,96224.0,9.60416e-05,0.1,1.5678265 +1400.8,1458.1687,0.15831767,1119.7822,6170000.0,5510.0,385625.0,,96384.0,9.57856e-05,0.1,1.551039 +1400.7,1456.976,0.105036125,1119.5652,6180000.0,5520.0,386250.0,,96544.0,9.55296e-05,0.1,1.7653607 +1416.8,1456.049,0.10174425,1119.754,6190000.0,5528.0,386875.0,,96704.0,9.52736e-05,0.1,1.5263926 +1398.6,1455.2379,0.19720554,1119.74,6200000.0,5537.0,387500.0,,96864.0,9.50176e-05,0.1,1.4912474 +1399.7,1454.318,0.053635336,1119.726,6210000.0,5546.0,388125.0,,97024.0,9.47616e-05,0.1,1.633914 +1385.4,1453.2668,0.009391291,1119.7119,6220000.0,5555.0,388750.0,,97184.0,9.45056e-05,0.1,1.5933027 +1364.3,1451.765,0.09344681,1120.1007,6230000.0,5562.0,389375.0,,97312.0,9.43008e-05,0.1,1.519214 +1357.1,1450.388,0.07065537,1120.0862,6240000.0,5571.0,390000.0,,97472.0,9.40448e-05,0.1,1.837246 +1341.3,1448.9641,0.14854233,1120.2725,6250000.0,5579.0,390625.0,,97632.0,9.37888e-05,0.1,1.4390545 +1344.5,1447.1519,0.03179746,1120.2577,6260000.0,5588.0,391250.0,,97792.0,9.35328e-05,0.1,1.3784926 +1366.3,1445.6268,0.09110562,1120.4431,6270000.0,5596.0,391875.0,,97952.0,9.32768e-05,0.1,1.7227536 +1357.3,1444.4539,0.042326692,1120.4282,6280000.0,5605.0,392500.0,,98112.0,9.30208e-05,0.1,1.5229461 +1382.7,1443.5071,0.1403163,1120.6129,6290000.0,5613.0,393125.0,,98272.0,9.27648e-05,0.1,1.4289347 +1388.6,1442.582,0.06990627,1120.797,6300000.0,5621.0,393750.0,,98432.0,9.25088e-05,0.1,1.6195092 +1396.8,1441.822,0.06181764,1120.9806,6310000.0,5629.0,394375.0,,98592.0,9.22528e-05,0.1,1.3790845 +1417.5,1441.091,0.15153027,1121.3627,6320000.0,5636.0,395000.0,,98720.0,9.2048e-05,0.1,1.6191907 +1447.2,1440.688,0.03426599,1121.545,6330000.0,5644.0,395625.0,,98880.0,9.1792e-05,0.1,1.4689348 +1503.9,1441.256,0.017471824,1121.5284,6340000.0,5653.0,396250.0,,99040.0,9.1536e-05,0.1,1.8756751 +1501.5,1441.7152,0.14742827,1121.5118,6350000.0,5662.0,396875.0,,99200.0,9.128e-05,0.1,1.6176629 +1526.5,1442.4211,0.13096647,1121.6931,6360000.0,5670.0,397500.0,,99360.0,9.1024e-05,0.1,1.8516243 +1471.5,1442.2941,0.12822588,1121.4789,6370000.0,5680.0,398125.0,,99520.0,9.0768e-05,0.1,1.7443541 +1461.4,1441.903,0.20622587,1121.6597,6380000.0,5688.0,398750.0,,99680.0,9.0512e-05,0.1,1.5808578 +1462.0,1441.523,0.120098546,1121.643,6390000.0,5697.0,399375.0,,99840.0,9.0256e-05,0.1,1.5133373 +1493.9,1441.7861,0.04750702,1121.4298,6400000.0,5707.0,400000.0,,100000.0,9e-05,0.1,1.4511387 +1524.0,1442.5491,0.16267072,1121.4136,6410000.0,5716.0,400625.0,,100128.0,8.97952e-05,0.1,1.7050316 +1532.1,1443.398,0.15591207,1121.3973,6420000.0,5725.0,401250.0,,100288.0,8.95392e-05,0.1,1.9276285 +1508.2,1443.793,0.16878796,1121.3812,6430000.0,5734.0,401875.0,,100448.0,8.92832e-05,0.1,1.6034423 +1502.7,1444.547,0.036669075,1121.3651,6440000.0,5743.0,402500.0,,100608.0,8.90272e-05,0.1,1.5547771 +1504.3,1445.232,-0.016557083,1121.5441,6450000.0,5751.0,403125.0,,100768.0,8.87712e-05,0.1,1.3386497 +1520.0,1446.4341,0.10643001,1121.5278,6460000.0,5760.0,403750.0,,100928.0,8.85152e-05,0.1,1.516262 +1536.2,1447.933,0.094962776,1121.3171,6470000.0,5770.0,404375.0,,101088.0,8.82592e-05,0.1,1.6253078 +1587.9,1449.93,0.062440313,1121.4954,6480000.0,5778.0,405000.0,,101248.0,8.80032e-05,0.1,1.6171649 +1553.1,1451.6,0.06591799,1121.673,6490000.0,5786.0,405625.0,,101376.0,8.77984e-05,0.1,1.5075698 +1551.5,1453.269,0.17794187,1121.4631,6500000.0,5796.0,406250.0,,101536.0,8.75424e-05,0.1,1.5807326 +1512.0,1454.9619,0.03840842,1121.0608,6510000.0,5807.0,406875.0,,101696.0,8.72864e-05,0.1,1.4758174 +1519.8,1456.237,-0.016898457,1121.0454,6520000.0,5816.0,407500.0,,101856.0,8.70304e-05,0.1,1.5547255 +1539.2,1457.568,0.0030452134,1121.03,6530000.0,5825.0,408125.0,,102016.0,8.67744e-05,0.1,1.3810666 +1510.1,1458.1719,0.12073833,1121.0148,6540000.0,5834.0,408750.0,,102176.0,8.65184e-05,0.1,1.3999515 +1501.1,1458.591,0.13118553,1121.1914,6550000.0,5842.0,409375.0,,102336.0,8.62624e-05,0.1,1.3528973 +1504.6,1459.1399,0.066744424,1121.1759,6560000.0,5851.0,410000.0,,102496.0,8.60064e-05,0.1,1.7602547 +1531.6,1459.4597,0.11758067,1121.3518,6570000.0,5859.0,410625.0,,102656.0,8.57504e-05,0.1,1.57244 +1518.1,1459.6427,0.036783185,1121.336,6580000.0,5868.0,411250.0,,102784.0,8.55456e-05,0.1,1.4112812 +1504.5,1459.6737,0.02721976,1121.5112,6590000.0,5876.0,411875.0,,102944.0,8.52896e-05,0.1,1.6116916 +1522.9,1459.9578,0.13801943,1121.4954,6600000.0,5885.0,412500.0,,103104.0,8.50336e-05,0.1,1.8458619 +1472.5,1459.544,0.062281787,1121.6698,6610000.0,5893.0,413125.0,,103264.0,8.47776e-05,0.1,1.602996 +1534.0,1460.1232,0.104330674,1121.6537,6620000.0,5902.0,413750.0,,103424.0,8.45216e-05,0.1,1.4996445 +1580.1,1461.073,0.052704465,1121.6376,6630000.0,5911.0,414375.0,,103584.0,8.42656e-05,0.1,1.5400913 +1590.4,1461.713,-0.0066099633,1121.8112,6640000.0,5919.0,415000.0,,103744.0,8.40096e-05,0.1,1.35666 +1606.8,1462.231,0.10669492,1121.7949,6650000.0,5928.0,415625.0,,103904.0,8.37536e-05,0.1,1.4839681 +1587.0,1462.982,0.15797852,1121.9677,6660000.0,5936.0,416250.0,,104032.0,8.35488e-05,0.1,1.5308225 +1601.9,1463.956,0.11412054,1121.9512,6670000.0,5945.0,416875.0,,104192.0,8.32928e-05,0.1,1.4836001 +1608.6,1464.778,0.065802045,1122.1233,6680000.0,5953.0,417500.0,,104352.0,8.30368e-05,0.1,1.5939897 +1593.7,1465.3511,0.10879107,1121.9185,6690000.0,5963.0,418125.0,,104512.0,8.27808e-05,0.1,1.5170228 +1531.4,1465.3729,0.12223842,1122.0901,6700000.0,5971.0,418750.0,,104672.0,8.25248e-05,0.1,1.5127096 +1510.3,1465.203,0.086034894,1121.886,6710000.0,5981.0,419375.0,,104832.0,8.22688e-05,0.1,1.4902449 +1460.0,1464.527,0.16095248,1121.8698,6720000.0,5990.0,420000.0,,104992.0,8.20128e-05,0.1,1.6190825 +1425.3,1463.745,0.13729103,1121.8536,6730000.0,5999.0,420625.0,,105152.0,8.17568e-05,0.1,1.5744252 +1398.7,1463.032,0.1570696,1122.0243,6740000.0,6007.0,421250.0,,105312.0,8.15008e-05,0.1,1.6851594 +1396.2,1462.333,0.15129116,1122.1945,6750000.0,6015.0,421875.0,,105440.0,8.1296e-05,0.1,1.4686923 +1387.2,1461.729,0.07713505,1121.9917,6760000.0,6025.0,422500.0,,105600.0,8.104e-05,0.1,1.6337631 +1393.0,1461.3141,0.019191124,1122.1615,6770000.0,6033.0,423125.0,,105760.0,8.0784e-05,0.1,1.6506492 +1432.8,1461.545,0.059346486,1122.145,6780000.0,6042.0,423750.0,,105920.0,8.0528e-05,0.1,1.3913702 +1409.4,1461.4231,0.03647345,1122.1285,6790000.0,6051.0,424375.0,,106080.0,8.0272e-05,0.1,1.3943219 +1427.2,1460.935,0.059267443,1122.1122,6800000.0,6060.0,425000.0,,106240.0,8.0016e-05,0.1,1.3893967 +1409.9,1460.3572,0.11239092,1122.096,6810000.0,6069.0,425625.0,,106400.0,7.976e-05,0.1,1.3845103 +1421.4,1460.0281,0.1628669,1122.2643,6820000.0,6077.0,426250.0,,106560.0,7.9504e-05,0.1,1.4935123 +1383.4,1459.2952,0.07902947,1122.2478,6830000.0,6086.0,426875.0,,106688.0,7.92992e-05,0.1,1.3684111 +1407.6,1458.769,0.07255607,1122.2313,6840000.0,6095.0,427500.0,,106848.0,7.90432e-05,0.1,1.4564834 +1421.2,1458.3511,0.20192347,1122.215,6850000.0,6104.0,428125.0,,107008.0,7.87872e-05,0.1,1.7371265 +1380.2,1457.7069,0.027937248,1122.3822,6860000.0,6112.0,428750.0,,107168.0,7.85312e-05,0.1,1.636802 +1437.6,1457.5288,0.10649935,1122.3656,6870000.0,6121.0,429375.0,,107328.0,7.82752e-05,0.1,1.579218 +1411.9,1457.4459,0.12178336,1122.3491,6880000.0,6130.0,430000.0,,107488.0,7.80192e-05,0.1,1.416099 +1405.8,1457.434,0.013773562,1122.1498,6890000.0,6140.0,430625.0,,107648.0,7.77632e-05,0.1,1.4329739 +1438.0,1457.7798,0.107083485,1122.3162,6900000.0,6148.0,431250.0,,107808.0,7.75072e-05,0.1,1.4071071 +1452.7,1457.698,0.13631885,1122.2998,6910000.0,6157.0,431875.0,,107968.0,7.72512e-05,0.1,1.5732766 +1433.6,1457.2618,0.056974493,1122.4656,6920000.0,6165.0,432500.0,,108096.0,7.70464e-05,0.1,1.6766748 +1412.9,1456.7959,0.048856486,1122.2672,6930000.0,6175.0,433125.0,,108256.0,7.67904e-05,0.1,1.4045272 +1432.8,1456.519,0.022380222,1121.8882,6940000.0,6186.0,433750.0,,108416.0,7.65344e-05,0.1,1.5793395 +1384.5,1455.972,0.07675256,1121.8724,6950000.0,6195.0,434375.0,,108576.0,7.62784e-05,0.1,1.5215938 +1392.8,1455.652,0.124166064,1122.0377,6960000.0,6203.0,435000.0,,108736.0,7.60224e-05,0.1,1.7263273 +1414.4,1455.665,0.054199144,1122.2025,6970000.0,6211.0,435625.0,,108896.0,7.57664e-05,0.1,1.7873205 +1462.1,1456.2991,0.10944109,1122.1865,6980000.0,6220.0,436250.0,,109056.0,7.55104e-05,0.1,1.4829732 +1455.8,1456.8981,0.19080466,1122.1705,6990000.0,6229.0,436875.0,,109216.0,7.52544e-05,0.1,1.4480569 +1471.9,1457.91,0.032230575,1122.5144,7000000.0,6236.0,437500.0,,109344.0,7.50496e-05,0.1,1.7183475 +1505.6,1459.425,0.00053790817,1122.498,7010000.0,6245.0,438125.0,,109504.0,7.47936e-05,0.1,1.4087197 +1511.1,1460.932,0.13545327,1122.6611,7020000.0,6253.0,438750.0,,109664.0,7.45376e-05,0.1,1.3464353 +1505.1,1461.799,0.16628417,1122.8239,7030000.0,6261.0,439375.0,,109824.0,7.42816e-05,0.1,1.5565088 +1505.5,1462.5228,0.064699955,1122.6279,7040000.0,6271.0,440000.0,,109984.0,7.40256e-05,0.1,1.6966665 +1507.6,1463.1439,0.07005246,1122.9691,7050000.0,6278.0,440625.0,,110144.0,7.37696e-05,0.1,1.6046675 +1496.5,1463.5328,0.108262174,1123.1307,7060000.0,6286.0,441250.0,,110304.0,7.35136e-05,0.1,1.5408115 +1460.2,1463.658,0.18063961,1123.4706,7070000.0,6293.0,441875.0,,110464.0,7.32576e-05,0.1,1.2311087 +1426.9,1463.159,0.06604296,1123.9879,7080000.0,6299.0,442500.0,,110624.0,7.30016e-05,0.1,1.3486949 +1437.0,1462.7231,0.06842443,1124.326,7090000.0,6306.0,443125.0,,110752.0,7.27968e-05,0.1,1.4795928 +1397.7,1461.8672,0.13372909,1124.6635,7100000.0,6313.0,443750.0,,110912.0,7.25408e-05,0.1,1.3789296 +1378.7,1461.1663,0.09548599,1124.644,7110000.0,6322.0,444375.0,,111072.0,7.22848e-05,0.1,1.3598887 +1377.2,1460.5652,0.1761179,1124.9802,7120000.0,6329.0,445000.0,,111232.0,7.20288e-05,0.1,1.55017 +1376.8,1459.9109,0.09500566,1125.3157,7130000.0,6336.0,445625.0,,111392.0,7.17728e-05,0.1,1.688029 +1369.7,1459.3572,0.08514045,1125.6503,7140000.0,6343.0,446250.0,,111552.0,7.15168e-05,0.1,1.3587654 +1373.5,1458.7311,0.028895494,1125.807,7150000.0,6351.0,446875.0,,111712.0,7.12608e-05,0.1,1.4329464 +1373.5,1458.4982,0.08410538,1125.9633,7160000.0,6359.0,447500.0,,111872.0,7.10048e-05,0.1,1.3024986 +1379.4,1458.2842,0.038551155,1126.2959,7170000.0,6366.0,448125.0,,112000.0,7.08e-05,0.1,1.3172245 +1403.1,1458.3081,0.15349422,1126.4512,7180000.0,6374.0,448750.0,,112160.0,7.0544e-05,0.1,1.5554717 +1403.2,1458.172,0.052970663,1126.6061,7190000.0,6382.0,449375.0,,112320.0,7.0288e-05,0.1,1.4712118 +1443.4,1458.6201,0.0922349,1126.7606,7200000.0,6390.0,450000.0,,112480.0,7.0032e-05,0.1,1.7612478 +1450.4,1459.1272,0.13389795,1127.0908,7210000.0,6397.0,450625.0,,112640.0,6.9776e-05,0.1,1.4314734 +1444.7,1459.7203,0.041370053,1127.2444,7220000.0,6405.0,451250.0,,112800.0,6.952e-05,0.1,1.7208257 +1457.5,1460.6522,0.17544097,1127.3975,7230000.0,6413.0,451875.0,,112960.0,6.9264e-05,0.1,1.6248888 +1450.1,1461.582,0.06994595,1127.7258,7240000.0,6420.0,452500.0,,113120.0,6.9008e-05,0.1,1.4225199 +1455.6,1462.725,0.1256985,1127.7026,7250000.0,6429.0,453125.0,,113280.0,6.8752e-05,0.1,1.5767785 +1423.1,1463.511,0.1413865,1128.0298,7260000.0,6436.0,453750.0,,113408.0,6.85472e-05,0.1,1.3953166 +1435.7,1464.2048,0.13361861,1128.1813,7270000.0,6444.0,454375.0,,113568.0,6.82912e-05,0.1,1.6372747 +1453.3,1465.165,0.07045479,1128.5072,7280000.0,6451.0,455000.0,,113728.0,6.80352e-05,0.1,1.6753178 +1449.4,1465.8322,0.080139995,1128.6577,7290000.0,6459.0,455625.0,,113888.0,6.77792e-05,0.1,1.5118616 +1450.6,1466.4521,0.08375042,1128.8077,7300000.0,6467.0,456250.0,,114048.0,6.75232e-05,0.1,1.5075351 +1437.6,1466.86,0.2231535,1129.132,7310000.0,6474.0,456875.0,,114208.0,6.72672e-05,0.1,1.5290326 +1447.4,1467.159,0.008965261,1129.2811,7320000.0,6482.0,457500.0,,114368.0,6.70112e-05,0.1,1.411672 +1445.2,1467.139,0.12756485,1129.604,7330000.0,6489.0,458125.0,,114528.0,6.67552e-05,0.1,1.5111637 +1461.3,1466.7131,0.061263613,1129.9261,7340000.0,6496.0,458750.0,,114656.0,6.65504e-05,0.1,1.6363456 +1455.5,1466.2532,0.10589029,1130.0739,7350000.0,6504.0,459375.0,,114816.0,6.62944e-05,0.1,1.5759468 +1448.4,1465.4722,0.12699893,1130.2211,7360000.0,6512.0,460000.0,,114976.0,6.60384e-05,0.1,1.5302737 +1448.1,1465.2379,0.027467988,1130.5415,7370000.0,6519.0,460625.0,,115136.0,6.57824e-05,0.1,1.6407506 +1452.7,1465.1511,0.14936021,1130.6879,7380000.0,6527.0,461250.0,,115296.0,6.55264e-05,0.1,1.5496365 +1470.2,1465.2332,0.11585112,1130.834,7390000.0,6535.0,461875.0,,115456.0,6.52704e-05,0.1,1.600991 +1500.2,1465.2961,0.11634708,1130.9796,7400000.0,6543.0,462500.0,,115616.0,6.50144e-05,0.1,1.5314643 +1526.6,1465.322,0.19902979,1131.125,7410000.0,6551.0,463125.0,,115776.0,6.47584e-05,0.1,1.4546677 +1526.8,1465.2689,0.15427615,1131.27,7420000.0,6559.0,463750.0,,115936.0,6.45024e-05,0.1,1.5167233 +1516.3,1465.3499,0.029649857,1131.4147,7430000.0,6567.0,464375.0,,116064.0,6.42976e-05,0.1,1.5958419 +1486.3,1465.1858,0.07958898,1131.559,7440000.0,6575.0,465000.0,,116224.0,6.40416e-05,0.1,1.3560245 +1481.3,1464.9558,0.13929854,1131.8748,7450000.0,6582.0,465625.0,,116384.0,6.37856e-05,0.1,1.5086739 +1465.8,1464.414,0.12383318,1132.0182,7460000.0,6590.0,466250.0,,116544.0,6.35296e-05,0.1,1.4126151 +1445.5,1463.5068,0.10714668,1132.5045,7470000.0,6596.0,466875.0,,116704.0,6.32736e-05,0.1,1.4103824 +1458.2,1462.2098,0.054645676,1132.6469,7480000.0,6604.0,467500.0,,116864.0,6.30176e-05,0.1,1.4534079 +1407.5,1460.7539,0.07863954,1132.7888,7490000.0,6612.0,468125.0,,117024.0,6.27616e-05,0.1,1.3813102 +1408.2,1459.321,0.07431513,1133.1017,7500000.0,6619.0,468750.0,,117184.0,6.25056e-05,0.1,1.449924 +1386.7,1458.0681,0.10219209,1133.4138,7510000.0,6626.0,469375.0,,117312.0,6.23008e-05,0.1,1.6730351 +1380.8,1456.678,0.18009648,1133.7253,7520000.0,6633.0,470000.0,,117472.0,6.20448e-05,0.1,1.5662013 +1395.6,1455.2421,0.1331794,1134.0361,7530000.0,6640.0,470625.0,,117632.0,6.17888e-05,0.1,1.2877461 +1402.8,1454.169,0.026716106,1134.1757,7540000.0,6648.0,471250.0,,117792.0,6.15328e-05,0.1,1.3683474 +1417.3,1453.3308,0.07847446,1134.315,7550000.0,6656.0,471875.0,,117952.0,6.12768e-05,0.1,1.3806126 +1381.7,1452.102,0.054404467,1134.624,7560000.0,6663.0,472500.0,,118112.0,6.10208e-05,0.1,1.3935668 +1444.1,1451.227,0.20257555,1134.9325,7570000.0,6670.0,473125.0,,118272.0,6.07648e-05,0.1,1.5228374 +1446.5,1450.511,0.11991998,1134.9004,7580000.0,6679.0,473750.0,,118432.0,6.05088e-05,0.1,1.5238383 +1441.0,1449.8761,0.028059535,1135.2079,7590000.0,6686.0,474375.0,,118592.0,6.02528e-05,0.1,1.4794247 +1430.6,1448.9528,0.051409587,1135.5148,7600000.0,6693.0,475000.0,,118720.0,6.0048e-05,0.1,1.4432974 +1404.7,1448.275,0.09015024,1135.6514,7610000.0,6701.0,475625.0,,118880.0,5.9792e-05,0.1,1.419183 +1402.9,1446.9641,0.18545535,1135.957,7620000.0,6708.0,476250.0,,119040.0,5.9536e-05,0.1,1.4614581 +1388.1,1445.0441,0.091887705,1136.2621,7630000.0,6715.0,476875.0,,119200.0,5.928e-05,0.1,1.5369706 +1375.5,1442.8951,0.06237577,1136.3975,7640000.0,6723.0,477500.0,,119360.0,5.9024e-05,0.1,1.3672628 +1340.6,1440.2329,0.058152262,1136.5325,7650000.0,6731.0,478125.0,,119520.0,5.8768e-05,0.1,1.6174816 +1359.0,1437.9528,0.116558336,1136.6671,7660000.0,6739.0,478750.0,,119680.0,5.8512e-05,0.1,1.3021662 +1371.2,1435.646,0.16545027,1136.8015,7670000.0,6747.0,479375.0,,119840.0,5.8256e-05,0.1,1.5564305 +1394.1,1433.501,0.08412395,1136.9355,7680000.0,6755.0,480000.0,,120000.0,5.8e-05,0.1,1.3746417 +1428.6,1431.8499,0.10103582,1137.2375,7690000.0,6762.0,480625.0,,120128.0,5.77952e-05,0.1,1.4992777 +1444.5,1430.9808,0.06387837,1137.3707,7700000.0,6770.0,481250.0,,120288.0,5.75392e-05,0.1,1.6162605 +1454.1,1430.4187,0.059100967,1137.5037,7710000.0,6778.0,481875.0,,120448.0,5.72832e-05,0.1,1.4519143 +1453.5,1430.3538,0.07432786,1137.6364,7720000.0,6786.0,482500.0,,120608.0,5.70272e-05,0.1,1.3897779 +1457.7,1430.678,0.1036076,1137.7687,7730000.0,6794.0,483125.0,,120768.0,5.67712e-05,0.1,1.3650234 +1487.2,1431.5629,0.18408081,1137.9006,7740000.0,6802.0,483750.0,,120928.0,5.65152e-05,0.1,1.4652416 +1468.9,1432.2902,0.08570481,1138.1995,7750000.0,6809.0,484375.0,,121088.0,5.62592e-05,0.1,1.60605 +1476.5,1433.1831,0.11555018,1138.3307,7760000.0,6817.0,485000.0,,121248.0,5.60032e-05,0.1,1.3476055 +1444.4,1433.6971,0.16278103,1138.7953,7770000.0,6823.0,485625.0,,121376.0,5.57984e-05,0.1,1.6304953 +1473.1,1434.1,0.05043762,1138.9255,7780000.0,6831.0,486250.0,,121536.0,5.55424e-05,0.1,1.4309428 +1493.2,1434.938,0.09440809,1139.0554,7790000.0,6839.0,486875.0,,121696.0,5.52864e-05,0.1,1.353503 +1500.1,1435.667,0.04579896,1139.185,7800000.0,6847.0,487500.0,,121856.0,5.50304e-05,0.1,1.2161024 +1490.8,1436.476,0.20899887,1139.3143,7810000.0,6855.0,488125.0,,122016.0,5.47744e-05,0.1,1.5357385 +1434.4,1436.606,0.11233138,1139.4434,7820000.0,6863.0,488750.0,,122176.0,5.45184e-05,0.1,1.5321792 +1443.0,1437.202,0.19561361,1139.5721,7830000.0,6871.0,489375.0,,122336.0,5.42624e-05,0.1,1.3777688 +1449.9,1437.6251,0.07567697,1139.7006,7840000.0,6879.0,490000.0,,122496.0,5.40064e-05,0.1,1.8064194 +1432.8,1437.7411,0.12860589,1139.8286,7850000.0,6887.0,490625.0,,122656.0,5.37504e-05,0.1,1.4674833 +1399.9,1437.9381,0.047830015,1140.1218,7860000.0,6894.0,491250.0,,122784.0,5.35456e-05,0.1,1.6175073 +1400.6,1437.568,0.020845419,1140.4144,7870000.0,6901.0,491875.0,,122944.0,5.32896e-05,0.1,1.3831061 +1404.1,1437.4899,0.066188194,1140.5414,7880000.0,6909.0,492500.0,,123104.0,5.30336e-05,0.1,1.5389295 +1375.7,1437.189,0.07842426,1140.8329,7890000.0,6916.0,493125.0,,123264.0,5.27776e-05,0.1,1.4916239 +1394.1,1436.7499,0.049214166,1141.1238,7900000.0,6923.0,493750.0,,123424.0,5.25216e-05,0.1,1.442081 +1401.9,1436.2421,0.05264975,1141.2495,7910000.0,6931.0,494375.0,,123584.0,5.22656e-05,0.1,1.4959465 +1361.8,1435.5239,0.06888634,1141.2103,7920000.0,6940.0,495000.0,,123744.0,5.20096e-05,0.1,1.4953003 +1366.5,1435.0598,0.13309826,1141.4999,7930000.0,6947.0,495625.0,,123904.0,5.17536e-05,0.1,1.5262902 +1374.6,1434.478,0.17401502,1141.6248,7940000.0,6955.0,496250.0,,124032.0,5.15488e-05,0.1,1.5790174 +1376.4,1434.397,0.0675017,1141.9132,7950000.0,6962.0,496875.0,,124192.0,5.12928e-05,0.1,1.4748447 +1383.5,1434.304,0.05651848,1142.0374,7960000.0,6970.0,497500.0,,124352.0,5.10368e-05,0.1,1.3967322 +1437.6,1434.5359,0.10840575,1142.1611,7970000.0,6978.0,498125.0,,124512.0,5.07808e-05,0.1,1.5246048 +1466.2,1434.577,0.08675184,1142.2845,7980000.0,6986.0,498750.0,,124672.0,5.05248e-05,0.1,1.5088334 +1482.4,1434.843,0.08618414,1142.5712,7990000.0,6993.0,499375.0,,124832.0,5.02688e-05,0.1,1.4895548 +1540.6,1435.5298,0.11432658,1142.8572,8000000.0,7000.0,500000.0,,124992.0,5.00128e-05,0.1,1.4679077 +1524.1,1435.715,0.106625095,1142.9795,8010000.0,7008.0,500625.0,,125152.0,4.97568e-05,0.1,1.4829147 +1533.1,1435.9348,0.100057065,1143.1014,8020000.0,7016.0,501250.0,,125312.0,4.95008e-05,0.1,1.3438959 +1511.1,1435.9946,0.12783058,1143.386,8030000.0,7023.0,501875.0,,125440.0,4.9296e-05,0.1,1.4664745 +1497.4,1435.9137,0.16264665,1143.5073,8040000.0,7031.0,502500.0,,125600.0,4.904e-05,0.1,1.4290543 +1464.7,1435.485,0.15305848,1143.6283,8050000.0,7039.0,503125.0,,125760.0,4.8784e-05,0.1,1.4698539 +1460.5,1435.125,0.11013667,1143.7491,8060000.0,7047.0,503750.0,,125920.0,4.8528e-05,0.1,1.4797072 +1451.3,1435.0361,0.06288251,1143.8696,8070000.0,7055.0,504375.0,,126080.0,4.8272e-05,0.1,1.7068517 +1419.4,1434.9609,0.1671204,1143.9897,8080000.0,7063.0,505000.0,,126240.0,4.8016e-05,0.1,1.5025413 +1420.9,1434.8002,0.1048789,1144.2716,8090000.0,7070.0,505625.0,,126400.0,4.776e-05,0.1,1.2850147 +1443.1,1435.2539,0.08952825,1144.3911,8100000.0,7078.0,506250.0,,126560.0,4.7504e-05,0.1,1.7395302 +1469.8,1436.1652,0.03536953,1144.6719,8110000.0,7085.0,506875.0,,126688.0,4.72992e-05,0.1,1.4774177 +1496.8,1437.361,0.100355044,1144.952,8120000.0,7092.0,507500.0,,126848.0,4.70432e-05,0.1,1.3983891 +1522.9,1438.8219,0.10749635,1145.0704,8130000.0,7100.0,508125.0,,127008.0,4.67872e-05,0.1,1.2666783 +1498.1,1440.106,0.18240498,1145.3496,8140000.0,7107.0,508750.0,,127168.0,4.65312e-05,0.1,1.5479393 +1505.4,1441.425,0.110785335,1145.6283,8150000.0,7114.0,509375.0,,127328.0,4.62752e-05,0.1,1.343586 +1500.4,1442.6941,0.1162986,1145.7456,8160000.0,7122.0,510000.0,,127488.0,4.60192e-05,0.1,1.5916892 +1523.4,1444.134,0.07230793,1146.0233,8170000.0,7129.0,510625.0,,127648.0,4.57632e-05,0.1,1.3126154 +1530.2,1445.4052,0.05008258,1146.1399,8180000.0,7137.0,511250.0,,127808.0,4.55072e-05,0.1,1.2976995 +1520.0,1446.5731,0.2096606,1146.4166,8190000.0,7144.0,511875.0,,127968.0,4.52512e-05,0.1,1.373204 +1500.1,1447.14,0.012007851,1146.6927,8200000.0,7151.0,512500.0,,128096.0,4.50464e-05,0.1,1.3577144 +1498.2,1447.6179,0.038487352,1146.8082,8210000.0,7159.0,513125.0,,128256.0,4.47904e-05,0.1,1.3956988 +1495.8,1448.1288,0.04641124,1147.0835,8220000.0,7166.0,513750.0,,128416.0,4.45344e-05,0.1,1.4740605 +1497.2,1448.5259,0.22089107,1147.0383,8230000.0,7175.0,514375.0,,128576.0,4.42784e-05,0.1,1.4661591 +1490.0,1448.9248,0.038663015,1147.3127,8240000.0,7182.0,515000.0,,128736.0,4.40224e-05,0.1,1.590611 +1489.6,1449.265,0.017674861,1147.427,8250000.0,7190.0,515625.0,,128896.0,4.37664e-05,0.1,1.5899789 +1487.4,1449.908,0.15311174,1147.541,8260000.0,7198.0,516250.0,,129056.0,4.35104e-05,0.1,1.3448733 +1462.0,1450.1709,0.15552866,1147.814,8270000.0,7205.0,516875.0,,129216.0,4.32544e-05,0.1,1.6442239 +1464.9,1450.2869,0.029992294,1148.0865,8280000.0,7212.0,517500.0,,129344.0,4.30496e-05,0.1,1.4731241 +1483.0,1450.6232,0.14424993,1148.1995,8290000.0,7220.0,518125.0,,129504.0,4.27936e-05,0.1,1.4531341 +1483.8,1450.955,0.09035694,1148.4711,8300000.0,7227.0,518750.0,,129664.0,4.25376e-05,0.1,1.6393218 +1496.6,1451.545,0.08711548,1148.7421,8310000.0,7234.0,519375.0,,129824.0,4.22816e-05,0.1,1.7614858 +1502.5,1452.0958,0.07197155,1148.8539,8320000.0,7242.0,520000.0,,129984.0,4.20256e-05,0.1,1.4893115 +1473.8,1452.3818,0.19641624,1149.124,8330000.0,7249.0,520625.0,,130144.0,4.17696e-05,0.1,1.6283033 +1489.6,1452.6648,0.12936793,1149.2352,8340000.0,7257.0,521250.0,,130304.0,4.15136e-05,0.1,1.4188502 +1500.0,1453.1099,0.16634601,1149.5044,8350000.0,7264.0,521875.0,,130464.0,4.12576e-05,0.1,1.4809414 +1506.5,1453.6908,0.072357416,1149.615,8360000.0,7272.0,522500.0,,130624.0,4.10016e-05,0.1,1.5024637 +1484.8,1454.058,0.026524082,1149.8832,8370000.0,7279.0,523125.0,,130752.0,4.07968e-05,0.1,1.3525366 +1500.9,1454.54,0.09928826,1150.151,8380000.0,7286.0,523750.0,,130912.0,4.05408e-05,0.1,1.4131529 +1501.4,1454.852,0.08648667,1150.2605,8390000.0,7294.0,524375.0,,131072.0,4.02848e-05,0.1,1.3190029 +1472.4,1454.5741,0.014916258,1150.5273,8400000.0,7301.0,525000.0,,131232.0,4.00288e-05,0.1,1.3836076 +1509.0,1454.3981,0.06518241,1150.6362,8410000.0,7309.0,525625.0,,131392.0,3.97728e-05,0.1,1.6216122 +1514.0,1454.2701,0.08191358,1150.7449,8420000.0,7317.0,526250.0,,131552.0,3.95168e-05,0.1,1.2953695 +1523.9,1454.3462,0.21537235,1150.8533,8430000.0,7325.0,526875.0,,131712.0,3.92608e-05,0.1,1.3502004 +1517.0,1454.653,0.12803535,1150.9614,8440000.0,7333.0,527500.0,,131872.0,3.90048e-05,0.1,1.4612312 +1514.3,1454.9829,0.065635145,1151.2262,8450000.0,7340.0,528125.0,,132000.0,3.88e-05,0.1,1.478717 +1512.2,1455.447,0.1552966,1151.4904,8460000.0,7347.0,528750.0,,132160.0,3.8544e-05,0.1,1.2724223 +1529.8,1456.2898,-0.0030828966,1151.7542,8470000.0,7354.0,529375.0,,132320.0,3.8288e-05,0.1,1.45293 +1550.0,1457.208,-0.0062101767,1151.861,8480000.0,7362.0,530000.0,,132480.0,3.8032e-05,0.1,1.4150463 +1556.2,1458.695,0.046713855,1152.1238,8490000.0,7369.0,530625.0,,132640.0,3.7776e-05,0.1,1.4163667 +1555.1,1460.164,0.06607872,1152.3861,8500000.0,7376.0,531250.0,,132800.0,3.752e-05,0.1,1.5900857 +1536.4,1461.6609,0.05352788,1152.648,8510000.0,7383.0,531875.0,,132960.0,3.7264e-05,0.1,1.5657704 +1536.5,1463.2181,0.03409815,1152.9093,8520000.0,7390.0,532500.0,,133120.0,3.7008e-05,0.1,1.4968241 +1519.4,1464.456,0.094618045,1153.0143,8530000.0,7398.0,533125.0,,133280.0,3.6752e-05,0.1,1.4650815 +1521.2,1465.6401,0.03914156,1153.2748,8540000.0,7405.0,533750.0,,133408.0,3.65472e-05,0.1,1.3643837 +1506.4,1466.5311,0.10810886,1153.3792,8550000.0,7413.0,534375.0,,133568.0,3.62912e-05,0.1,1.3496014 +1482.0,1467.5342,0.08594492,1153.6388,8560000.0,7420.0,535000.0,,133728.0,3.60352e-05,0.1,1.4359107 +1516.4,1468.2572,0.12050983,1153.898,8570000.0,7427.0,535625.0,,133888.0,3.57792e-05,0.1,1.5744307 +1560.4,1469.3962,0.18304875,1153.8462,8580000.0,7436.0,536250.0,,134048.0,3.55232e-05,0.1,1.3494601 +1576.4,1470.7504,0.035953596,1154.1045,8590000.0,7443.0,536875.0,,134208.0,3.52672e-05,0.1,1.3318264 +1610.9,1472.5532,0.07136144,1154.2075,8600000.0,7451.0,537500.0,,134368.0,3.50112e-05,0.1,1.4041566 +1623.6,1474.7422,0.03870537,1154.465,8610000.0,7458.0,538125.0,,134528.0,3.47552e-05,0.1,1.4269843 +1640.4,1477.1172,0.11858388,1154.722,8620000.0,7465.0,538750.0,,134656.0,3.45504e-05,0.1,1.5403137 +1683.7,1480.0731,0.103516325,1154.824,8630000.0,7473.0,539375.0,,134816.0,3.42944e-05,0.1,1.357109 +1642.0,1482.7382,0.05551302,1155.0802,8640000.0,7480.0,540000.0,,134976.0,3.40384e-05,0.1,1.3556643 +1619.9,1485.5311,0.16753075,1155.1816,8650000.0,7488.0,540625.0,,135136.0,3.37824e-05,0.1,1.6704688 +1608.8,1488.029,0.02854512,1155.437,8660000.0,7495.0,541250.0,,135296.0,3.35264e-05,0.1,1.3137488 +1568.9,1490.0061,0.12735842,1155.5378,8670000.0,7503.0,541875.0,,135456.0,3.32704e-05,0.1,1.4112287 +1522.2,1491.2872,0.09044329,1155.6384,8680000.0,7511.0,542500.0,,135616.0,3.30144e-05,0.1,1.2541188 +1558.1,1492.5819,0.05676583,1155.7388,8690000.0,7519.0,543125.0,,135776.0,3.27584e-05,0.1,1.3391707 +1559.0,1493.727,0.08259083,1155.9926,8700000.0,7526.0,543750.0,,135936.0,3.25024e-05,0.1,1.4657228 +1525.6,1494.4419,0.058496453,1156.3994,8710000.0,7532.0,544375.0,,136064.0,3.22976e-05,0.1,1.5090933 +1512.8,1495.0348,0.11370598,1156.4987,8720000.0,7540.0,545000.0,,136224.0,3.20416e-05,0.1,1.4123906 +1528.6,1495.7439,0.08341748,1156.751,8730000.0,7547.0,545625.0,,136384.0,3.17856e-05,0.1,1.5367552 +1539.6,1496.2678,-0.01190594,1156.8497,8740000.0,7555.0,546250.0,,136544.0,3.15296e-05,0.1,1.3347809 +1549.3,1497.0719,0.14653093,1157.1013,8750000.0,7562.0,546875.0,,136704.0,3.12736e-05,0.1,1.4883702 +1551.8,1497.8248,0.13904753,1157.3524,8760000.0,7569.0,547500.0,,136864.0,3.10176e-05,0.1,1.3909514 +1555.3,1498.934,0.18357737,1157.6029,8770000.0,7576.0,548125.0,,137024.0,3.07616e-05,0.1,1.4178659 +1472.6,1498.929,-0.00095169275,1157.7004,8780000.0,7584.0,548750.0,,137184.0,3.05056e-05,0.1,1.2821176 +1448.9,1498.486,0.095976055,1157.9502,8790000.0,7591.0,549375.0,,137312.0,3.03008e-05,0.1,1.6699606 +1508.6,1498.5709,0.018683964,1158.0471,8800000.0,7599.0,550000.0,,137472.0,3.00448e-05,0.1,1.2346176 +1514.0,1498.803,0.022172838,1158.2961,8810000.0,7606.0,550625.0,,137632.0,2.97888e-05,0.1,1.467478 +1550.8,1499.967,0.17507896,1158.5446,8820000.0,7613.0,551250.0,,137792.0,2.95328e-05,0.1,1.4434935 +1539.7,1500.9341,0.07754655,1158.6406,8830000.0,7621.0,551875.0,,137952.0,2.92768e-05,0.1,1.40149 +1533.0,1501.765,0.09664341,1158.8883,8840000.0,7628.0,552500.0,,138112.0,2.90208e-05,0.1,1.4103651 +1571.9,1503.1561,0.10384398,1158.9838,8850000.0,7636.0,553125.0,,138272.0,2.87648e-05,0.1,1.5097404 +1582.9,1504.9862,0.119121365,1159.079,8860000.0,7644.0,553750.0,,138432.0,2.85088e-05,0.1,1.2383904 +1594.2,1506.9222,0.16009185,1159.3256,8870000.0,7651.0,554375.0,,138592.0,2.82528e-05,0.1,1.4006039 +1534.9,1508.2301,0.05476713,1159.5717,8880000.0,7658.0,555000.0,,138720.0,2.8048e-05,0.1,1.6137421 +1542.7,1509.9001,0.0694962,1159.666,8890000.0,7666.0,555625.0,,138880.0,2.7792e-05,0.1,1.2172753 +1508.0,1511.0391,0.18862924,1159.7603,8900000.0,7674.0,556250.0,,139040.0,2.7536e-05,0.1,1.4010903 +1521.7,1512.2372,0.10735775,1159.8542,8910000.0,7682.0,556875.0,,139200.0,2.728e-05,0.1,1.4017322 +1488.1,1513.5,0.15171488,1160.0989,8920000.0,7689.0,557500.0,,139360.0,2.7024e-05,0.1,1.3463702 +1454.1,1514.376,0.05844465,1160.1923,8930000.0,7697.0,558125.0,,139520.0,2.6768e-05,0.1,1.5808653 +1484.0,1515.4698,0.045832973,1160.2855,8940000.0,7705.0,558750.0,,139680.0,2.6512e-05,0.1,1.4747026 +1472.7,1516.433,0.034573562,1160.529,8950000.0,7712.0,559375.0,,139840.0,2.6256e-05,0.1,1.4246235 +1473.9,1517.337,0.09149925,1160.6217,8960000.0,7720.0,560000.0,,140000.0,2.6e-05,0.1,1.2862835 +1481.1,1517.772,0.03405708,1160.8645,8970000.0,7727.0,560625.0,,140128.0,2.57952e-05,0.1,1.4031659 +1484.9,1517.9591,0.03219818,1161.1068,8980000.0,7734.0,561250.0,,140288.0,2.55392e-05,0.1,1.5535452 +1516.8,1518.303,0.011677271,1161.1986,8990000.0,7742.0,561875.0,,140448.0,2.52832e-05,0.1,1.3685074 +1508.7,1517.9839,0.17894118,1161.2903,9000000.0,7750.0,562500.0,,140608.0,2.50272e-05,0.1,1.4815755 +1543.0,1518.1731,0.06641459,1161.5315,9010000.0,7757.0,563125.0,,140768.0,2.47712e-05,0.1,1.415211 +1502.2,1517.8639,0.13390033,1161.6227,9020000.0,7765.0,563750.0,,140928.0,2.45152e-05,0.1,1.5117462 +1515.9,1517.9122,0.022182414,1161.8632,9030000.0,7772.0,564375.0,,141088.0,2.42592e-05,0.1,1.4088535 +1537.0,1518.308,0.0446597,1162.1031,9040000.0,7779.0,565000.0,,141248.0,2.40032e-05,0.1,1.5857525 +1530.0,1518.961,0.09402051,1162.3427,9050000.0,7786.0,565625.0,,141376.0,2.37984e-05,0.1,1.5338217 +1507.9,1519.435,0.05642637,1162.5818,9060000.0,7793.0,566250.0,,141536.0,2.35424e-05,0.1,1.461787 +1474.4,1519.6661,0.018405955,1162.6715,9070000.0,7801.0,566875.0,,141696.0,2.32864e-05,0.1,1.4963512 +1483.7,1520.3092,0.12702657,1162.7609,9080000.0,7809.0,567500.0,,141856.0,2.30304e-05,0.1,1.6686168 +1494.3,1521.0431,0.071906984,1162.999,9090000.0,7816.0,568125.0,,142016.0,2.27744e-05,0.1,1.46525 +1510.8,1521.72,0.10669293,1163.0879,9100000.0,7824.0,568750.0,,142176.0,2.25184e-05,0.1,1.6229448 +1533.5,1522.357,0.117540024,1163.1768,9110000.0,7832.0,569375.0,,142336.0,2.22624e-05,0.1,1.3825587 +1505.4,1522.443,0.09526534,1163.2653,9120000.0,7840.0,570000.0,,142496.0,2.20064e-05,0.1,1.4338799 +1515.3,1522.3671,0.023196476,1163.502,9130000.0,7847.0,570625.0,,142656.0,2.17504e-05,0.1,1.5932034 +1556.7,1522.9531,0.019951822,1163.7383,9140000.0,7854.0,571250.0,,142784.0,2.15456e-05,0.1,1.5357082 +1588.8,1523.787,0.08840908,1163.826,9150000.0,7862.0,571875.0,,142944.0,2.12896e-05,0.1,1.3974228 +1579.3,1524.5759,0.11575815,1163.9136,9160000.0,7870.0,572500.0,,143104.0,2.10336e-05,0.1,1.3779812 +1570.3,1525.045,0.045558333,1164.1488,9170000.0,7877.0,573125.0,,143264.0,2.07776e-05,0.1,1.4291222 +1551.6,1525.2589,0.04825434,1164.2358,9180000.0,7885.0,573750.0,,143424.0,2.05216e-05,0.1,1.500163 +1558.5,1525.6439,0.07011608,1164.1753,9190000.0,7894.0,574375.0,,143584.0,2.02656e-05,0.1,1.2750735 +1563.9,1526.282,0.04852102,1164.2622,9200000.0,7902.0,575000.0,,143744.0,2.00096e-05,0.1,1.4818635 +1535.9,1526.659,0.114480995,1164.3489,9210000.0,7910.0,575625.0,,143904.0,1.97536e-05,0.1,1.3903366 +1506.5,1526.7662,0.076450594,1164.5825,9220000.0,7917.0,576250.0,,144032.0,1.95488e-05,0.1,1.4181927 +1512.5,1526.9191,0.08850877,1164.8158,9230000.0,7924.0,576875.0,,144192.0,1.92928e-05,0.1,1.3769903 +1532.5,1527.3441,0.10511316,1165.0486,9240000.0,7931.0,577500.0,,144352.0,1.90368e-05,0.1,1.3273735 +1564.7,1528.095,0.13602456,1165.1342,9250000.0,7939.0,578125.0,,144512.0,1.87808e-05,0.1,1.3995866 +1599.4,1529.2152,0.037940156,1165.2196,9260000.0,7947.0,578750.0,,144672.0,1.85248e-05,0.1,1.6510233 +1598.8,1530.5831,0.094669275,1165.3048,9270000.0,7955.0,579375.0,,144832.0,1.82688e-05,0.1,1.5039018 +1577.2,1531.706,0.06350528,1165.2437,9280000.0,7964.0,580000.0,,144992.0,1.80128e-05,0.1,1.3480815 +1589.7,1532.773,0.06212876,1165.3286,9290000.0,7972.0,580625.0,,145152.0,1.77568e-05,0.1,1.407926 +1611.6,1534.0511,0.09576814,1165.4136,9300000.0,7980.0,581250.0,,145312.0,1.75008e-05,0.1,1.260613 +1626.6,1535.351,0.04964772,1165.6442,9310000.0,7987.0,581875.0,,145440.0,1.7296e-05,0.1,1.5770931 +1607.9,1536.405,0.08649766,1165.8744,9320000.0,7994.0,582500.0,,145600.0,1.704e-05,0.1,1.5647502 +1624.9,1537.9159,-0.0039516673,1165.9585,9330000.0,8002.0,583125.0,,145760.0,1.6784e-05,0.1,1.449888 +1574.7,1538.7671,0.071872145,1166.188,9340000.0,8009.0,583750.0,,145920.0,1.6528e-05,0.1,1.4534723 +1562.2,1539.3892,0.06128673,1166.4171,9350000.0,8016.0,584375.0,,146080.0,1.6272e-05,0.1,1.5569909 +1573.8,1540.062,0.10156425,1166.5005,9360000.0,8024.0,585000.0,,146240.0,1.6016e-05,0.1,1.2872488 +1599.9,1541.2131,0.036340766,1166.7289,9370000.0,8031.0,585625.0,,146400.0,1.576e-05,0.1,1.3096434 +1609.2,1542.2961,0.15925942,1166.8118,9380000.0,8039.0,586250.0,,146560.0,1.5504e-05,0.1,1.4473557 +1608.4,1543.3662,0.035401385,1167.0396,9390000.0,8046.0,586875.0,,146688.0,1.52992e-05,0.1,1.2974539 +1621.8,1544.8601,0.07921346,1167.122,9400000.0,8054.0,587500.0,,146848.0,1.50432e-05,0.1,1.5174173 +1637.8,1546.1481,0.13100542,1167.2042,9410000.0,8062.0,588125.0,,147008.0,1.47872e-05,0.1,1.410892 +1598.5,1546.9932,0.06682046,1167.4309,9420000.0,8069.0,588750.0,,147168.0,1.45312e-05,0.1,1.4785949 +1615.9,1547.9131,0.052047104,1167.6572,9430000.0,8076.0,589375.0,,147328.0,1.42752e-05,0.1,1.3126866 +1582.6,1548.5688,0.0354064,1167.7388,9440000.0,8084.0,590000.0,,147488.0,1.40192e-05,0.1,1.3933909 +1593.4,1549.3601,0.061123226,1167.9644,9450000.0,8091.0,590625.0,,147648.0,1.37632e-05,0.1,1.2375929 +1544.0,1549.6781,0.16649257,1168.1897,9460000.0,8098.0,591250.0,,147808.0,1.35072e-05,0.1,1.53854 +1542.2,1549.802,0.02518947,1168.4146,9470000.0,8105.0,591875.0,,147968.0,1.32512e-05,0.1,1.3177176 +1533.2,1549.634,0.039441112,1168.495,9480000.0,8113.0,592500.0,,148096.0,1.30464e-05,0.1,1.3043274 +1544.9,1549.5212,0.01981866,1168.7192,9490000.0,8120.0,593125.0,,148256.0,1.27904e-05,0.1,1.4246521 +1526.7,1549.2372,0.09443531,1168.943,9500000.0,8127.0,593750.0,,148416.0,1.25344e-05,0.1,1.1249114 +1543.1,1549.3041,0.101949885,1169.1665,9510000.0,8134.0,594375.0,,148576.0,1.22784e-05,0.1,1.262667 +1527.2,1549.2109,0.101011306,1169.2458,9520000.0,8142.0,595000.0,,148736.0,1.20224e-05,0.1,1.4585071 +1538.4,1549.4011,0.08000976,1169.4686,9530000.0,8149.0,595625.0,,148896.0,1.17664e-05,0.1,1.2486775 +1513.7,1549.326,0.114892066,1169.691,9540000.0,8156.0,596250.0,,149056.0,1.15104e-05,0.1,1.3741342 +1520.9,1549.4712,0.08382822,1169.7698,9550000.0,8164.0,596875.0,,149216.0,1.12544e-05,0.1,1.2520993 +1526.3,1549.9141,0.06598359,1170.1346,9560000.0,8170.0,597500.0,,149344.0,1.10496e-05,0.1,1.5263606 +1521.1,1549.9609,-0.0059979847,1170.2128,9570000.0,8178.0,598125.0,,149504.0,1.07936e-05,0.1,1.3421191 +1526.8,1549.625,0.11525431,1170.4337,9580000.0,8185.0,598750.0,,149664.0,1.05376e-05,0.1,1.3546345 +1526.8,1549.1289,0.031875405,1170.6543,9590000.0,8192.0,599375.0,,149824.0,1.02816e-05,0.1,1.5425241 +1564.9,1548.6691,0.05183833,1170.7317,9600000.0,8200.0,600000.0,,149984.0,1.00256e-05,0.1,1.3048234 +1556.0,1547.9929,0.06700683,1170.809,9610000.0,8208.0,600625.0,,150144.0,9.7696e-06,0.1,1.3726516 +1556.3,1547.152,0.038170654,1171.0286,9620000.0,8215.0,601250.0,,150304.0,9.5136e-06,0.1,1.3925678 +1533.0,1545.6451,0.024981275,1171.1055,9630000.0,8223.0,601875.0,,150464.0,9.2576e-06,0.1,1.2342906 +1527.5,1544.5001,0.13185295,1171.3245,9640000.0,8230.0,602500.0,,150624.0,9.0016e-06,0.1,1.5247724 +1494.1,1543.2421,-0.0026156881,1171.5431,9650000.0,8237.0,603125.0,,150752.0,8.7968e-06,0.1,1.50964 +1501.1,1542.165,0.12832932,1171.6191,9660000.0,8245.0,603750.0,,150912.0,8.5408e-06,0.1,1.3215452 +1489.5,1541.371,0.09742548,1171.8372,9670000.0,8252.0,604375.0,,151072.0,8.2848e-06,0.1,1.3329345 +1499.7,1541.1461,0.023967696,1172.0547,9680000.0,8259.0,605000.0,,151232.0,8.0288e-06,0.1,1.5274 +1492.9,1540.4943,0.02867125,1172.1301,9690000.0,8267.0,605625.0,,151392.0,7.7728e-06,0.1,1.3491895 +1486.3,1539.7672,0.053528566,1172.2054,9700000.0,8275.0,606250.0,,151552.0,7.5168e-06,0.1,1.4196173 +1540.4,1539.9152,0.03768248,1172.2805,9710000.0,8283.0,606875.0,,151712.0,7.2608e-06,0.1,1.3484108 +1583.4,1540.6212,0.14232758,1172.3556,9720000.0,8291.0,607500.0,,151872.0,7.0048e-06,0.1,1.4562335 +1581.2,1541.1472,0.11131258,1172.5717,9730000.0,8298.0,608125.0,,152000.0,6.8e-06,0.1,1.4976438 +1613.1,1541.8822,0.07262007,1172.6462,9740000.0,8306.0,608750.0,,152160.0,6.544e-06,0.1,1.3011364 +1627.3,1542.662,0.12859537,1172.8618,9750000.0,8313.0,609375.0,,152320.0,6.288e-06,0.1,1.3609135 +1624.3,1543.3871,0.114816785,1173.0769,9760000.0,8320.0,610000.0,,152480.0,6.032e-06,0.1,1.2195833 +1588.6,1543.7198,0.06061576,1173.2917,9770000.0,8327.0,610625.0,,152640.0,5.776e-06,0.1,1.4787488 +1591.3,1544.9069,0.10451464,1173.3654,9780000.0,8335.0,611250.0,,152800.0,5.52e-06,0.1,1.4963112 +1566.7,1546.0848,0.06393934,1173.5795,9790000.0,8342.0,611875.0,,152960.0,5.264e-06,0.1,1.2468113 +1526.9,1546.268,0.13453381,1173.7932,9800000.0,8349.0,612500.0,,153120.0,5.008e-06,0.1,1.5722435 +1485.4,1545.9822,0.09227154,1174.0067,9810000.0,8356.0,613125.0,,153280.0,4.752e-06,0.1,1.4064002 +1489.3,1545.3672,0.07800362,1174.2197,9820000.0,8363.0,613750.0,,153408.0,4.5472e-06,0.1,1.3339493 +1474.8,1544.7181,0.081069596,1174.4325,9830000.0,8370.0,614375.0,,153568.0,4.2912e-06,0.1,1.4093273 +1489.2,1544.28,0.030889675,1174.5046,9840000.0,8378.0,615000.0,,153728.0,4.0352e-06,0.1,1.4355973 +1520.0,1543.7611,0.039241664,1174.7168,9850000.0,8385.0,615625.0,,153888.0,3.7792e-06,0.1,1.4723117 +1521.0,1543.1421,0.22595549,1174.7886,9860000.0,8393.0,616250.0,,154048.0,3.5232e-06,0.1,1.2985758 +1513.9,1542.3392,0.042933356,1175.0,9870000.0,8400.0,616875.0,,154208.0,3.2672e-06,0.1,1.3112803 +1514.2,1542.1321,0.06378141,1175.2112,9880000.0,8407.0,617500.0,,154368.0,3.0112e-06,0.1,1.5431814 +1546.1,1542.1661,0.06815284,1175.2822,9890000.0,8415.0,618125.0,,154528.0,2.7552e-06,0.1,1.1649709 +1538.4,1542.4702,0.14491011,1175.4928,9900000.0,8422.0,618750.0,,154656.0,2.5504e-06,0.1,1.4264822 +1548.5,1542.7379,0.087985404,1175.7029,9910000.0,8429.0,619375.0,,154816.0,2.2944e-06,0.1,1.5707769 +1516.4,1543.0211,0.07334717,1175.7734,9920000.0,8437.0,620000.0,,154976.0,2.0384e-06,0.1,1.441746 +1504.0,1543.5201,0.12020836,1175.9829,9930000.0,8444.0,620625.0,,155136.0,1.7824e-06,0.1,1.4248323 +1518.4,1543.864,0.06033448,1176.1921,9940000.0,8451.0,621250.0,,155296.0,1.5264e-06,0.1,1.2837536 +1478.6,1543.923,0.07458062,1176.262,9950000.0,8459.0,621875.0,,155456.0,1.2704e-06,0.1,1.2743838 +1477.6,1543.96,0.149578,1176.4706,9960000.0,8466.0,622500.0,,155616.0,1.0144e-06,0.1,1.3419328 +1480.9,1543.9581,0.12978545,1176.6788,9970000.0,8473.0,623125.0,,155776.0,7.584e-07,0.1,1.3363993 +1493.1,1544.0398,0.13599142,1176.748,9980000.0,8481.0,623750.0,,155936.0,5.024e-07,0.1,1.295651 +1515.2,1544.0239,0.093050905,1176.9557,9990000.0,8488.0,624375.0,,156064.0,2.976e-07,0.1,1.4220259 +1513.9,1544.076,0.0045703137,1177.0245,10000000.0,8496.0,625000.0,,156224.0,4.16e-08,0.1,1.25422 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_df_train.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..d24d7d69a9081896d062a57eacf48a88fda119fc --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +211.66667,211.66667,-0.023800092,294.11765,10000.0,34.0,625.0,,128.0,0.0002497952,0.1,2.8517337 +236.8421,224.2544,-0.023288023,487.80487,20000.0,41.0,1250.0,,288.0,0.0002495392,0.1,2.819653 +250.27777,232.92885,-0.021769665,612.2449,30000.0,49.0,1875.0,,448.0,0.0002492832,0.1,2.761905 +260.2,239.74664,-0.016564006,701.7544,40000.0,57.0,2500.0,,608.0,0.0002490272,0.1,2.714138 +282.65625,248.32857,-0.016385708,757.57574,50000.0,66.0,3125.0,,768.0,0.0002487712,0.1,2.698203 +290.50632,255.3582,-0.00939991,800.0,60000.0,75.0,3750.0,,928.0,0.0002485152,0.1,2.6033406 +298.26086,261.48715,-0.018384472,833.3333,70000.0,84.0,4375.0,,1088.0,0.0002482592,0.1,2.621664 +311.2,267.70126,-0.003216614,860.215,80000.0,93.0,5000.0,,1248.0,0.0002480032,0.1,2.49621 +323.7,273.92334,-0.0038491222,891.0891,90000.0,101.0,5625.0,,1376.0,0.0002477984,0.1,2.4708633 +351.9,281.721,-5.3022406e-05,909.0909,100000.0,110.0,6250.0,,1536.0,0.0002475424,0.1,2.3891926 +358.1,288.66455,-0.010526304,916.6667,110000.0,120.0,6875.0,,1696.0,0.0002472864,0.1,2.3640537 +378.9,296.18417,-0.00022945821,930.23254,120000.0,129.0,7500.0,,1856.0,0.0002470304,0.1,2.3607836 +395.2,303.80075,0.00781799,942.029,130000.0,138.0,8125.0,,2016.0,0.0002467744,0.1,2.2255442 +413.4,311.6293,0.04486647,952.381,140000.0,147.0,8750.0,,2176.0,0.0002465184,0.1,2.1553063 +421.2,318.93402,0.031905457,955.414,150000.0,157.0,9375.0,,2336.0,0.0002462624,0.1,2.1870213 +431.9,325.99435,0.02891056,963.8554,160000.0,166.0,10000.0,,2496.0,0.0002460064,0.1,2.0398667 +426.7,331.9182,0.016731126,965.9091,170000.0,176.0,10625.0,,2656.0,0.0002457504,0.1,2.1246905 +430.8,337.41165,0.016533632,972.97296,180000.0,185.0,11250.0,,2784.0,0.0002455456,0.1,2.0411744 +441.2,342.8742,0.038584765,979.3815,190000.0,194.0,11875.0,,2944.0,0.0002452896,0.1,2.0004764 +469.7,349.2155,0.023928756,980.39215,200000.0,204.0,12500.0,,3104.0,0.0002450336,0.1,1.9865029 +496.7,356.2386,0.041198276,981.3084,210000.0,214.0,13125.0,,3264.0,0.0002447776,0.1,1.9073185 +518.1,363.59592,0.05167944,990.99097,220000.0,222.0,13750.0,,3424.0,0.0002445216,0.1,1.8255979 +524.6,370.5961,0.07687588,995.671,230000.0,231.0,14375.0,,3584.0,0.0002442656,0.1,1.786106 +527.9,377.1504,0.0429417,1000.0,240000.0,240.0,15000.0,,3744.0,0.0002440096,0.1,1.8802811 +502.2,382.15237,0.08689067,1000.0,250000.0,250.0,15625.0,,3904.0,0.0002437536,0.1,1.75453 +490.5,386.3196,0.051616,1007.75195,260000.0,258.0,16250.0,,4032.0,0.0002435488,0.1,1.7633575 +467.9,389.3411,0.057294074,1015.0376,270000.0,266.0,16875.0,,4192.0,0.0002432928,0.1,1.7581241 +491.3,392.98248,0.051882926,1018.1818,280000.0,275.0,17500.0,,4352.0,0.0002430368,0.1,1.7851532 +504.0,396.81067,0.111628875,1024.735,290000.0,283.0,18125.0,,4512.0,0.0002427808,0.1,1.6413491 +501.7,400.307,0.0972977,1027.3972,300000.0,292.0,18750.0,,4672.0,0.0002425248,0.1,1.6441953 +525.3,404.33902,0.08844953,1026.4901,310000.0,302.0,19375.0,,4832.0,0.0002422688,0.1,1.68272 +533.6,408.37845,0.059641425,1025.641,320000.0,312.0,20000.0,,4992.0,0.0002420128,0.1,1.867809 +530.5,412.0791,0.07153569,1024.8447,330000.0,322.0,20625.0,,5152.0,0.0002417568,0.1,1.7352128 +521.7,415.30325,0.05918385,1024.0964,340000.0,332.0,21250.0,,5312.0,0.0002415008,0.1,1.8647273 +514.3,418.1317,0.060585916,1032.4484,350000.0,339.0,21875.0,,5440.0,0.000241296,0.1,1.8111036 +493.0,420.2114,0.08744727,1031.5187,360000.0,349.0,22500.0,,5600.0,0.00024104,0.1,1.6051922 +493.6,422.19485,0.09713448,1033.5195,370000.0,358.0,23125.0,,5760.0,0.000240784,0.1,1.6361375 +476.9,423.6345,0.11736469,1035.4224,380000.0,367.0,23750.0,,5920.0,0.000240528,0.1,1.6501098 +476.6,424.99258,0.09316289,1037.234,390000.0,376.0,24375.0,,6080.0,0.000240272,0.1,1.5457687 +479.8,426.36273,0.07581591,1036.2694,400000.0,386.0,25000.0,,6240.0,0.000240016,0.1,1.839348 +474.5,427.53683,0.090753235,1037.9747,410000.0,395.0,25625.0,,6400.0,0.00023976,0.1,1.6948943 +465.8,428.44788,0.11346013,1037.037,420000.0,405.0,26250.0,,6560.0,0.000239504,0.1,1.5735904 +446.7,428.8723,0.13663784,1041.1622,430000.0,413.0,26875.0,,6688.0,0.0002392992,0.1,1.2778609 +440.6,429.13885,0.11293453,1042.654,440000.0,422.0,27500.0,,6848.0,0.0002390432,0.1,1.6205404 +424.6,429.03796,0.07360936,1044.0835,450000.0,431.0,28125.0,,7008.0,0.0002387872,0.1,1.5678204 +422.2,428.8893,0.13946047,1045.4546,460000.0,440.0,28750.0,,7168.0,0.0002385312,0.1,1.5036755 +414.1,428.57465,0.12143309,1044.4445,470000.0,450.0,29375.0,,7328.0,0.0002382752,0.1,1.4403341 +423.0,428.45853,0.11996061,1045.7516,480000.0,459.0,30000.0,,7488.0,0.0002380192,0.1,1.4057221 +429.4,428.47775,0.07288753,1047.0085,490000.0,468.0,30625.0,,7648.0,0.0002377632,0.1,1.5664994 +444.4,428.7962,0.05824283,1050.4202,500000.0,476.0,31250.0,,7808.0,0.0002375072,0.1,1.5423787 +463.7,429.4806,0.040508557,1051.5464,510000.0,485.0,31875.0,,7968.0,0.0002372512,0.1,1.6165068 +480.7,430.46555,0.051793743,1054.7667,520000.0,493.0,32500.0,,8096.0,0.0002370464,0.1,1.7549448 +482.2,431.44165,0.06376904,1055.7769,530000.0,502.0,33125.0,,8256.0,0.0002367904,0.1,1.6475585 +492.5,432.5724,0.14458269,1054.6875,540000.0,512.0,33750.0,,8416.0,0.0002365344,0.1,1.5707855 +498.1,433.76376,0.0929035,1051.6252,550000.0,523.0,34375.0,,8576.0,0.0002362784,0.1,1.5776029 +509.0,435.10736,0.10649191,1054.6139,560000.0,531.0,35000.0,,8736.0,0.0002360224,0.1,1.4415514 +518.8,436.57565,0.04567025,1055.5555,570000.0,540.0,35625.0,,8896.0,0.0002357664,0.1,1.6565951 +517.4,437.96918,0.07116646,1054.5454,580000.0,550.0,36250.0,,9056.0,0.0002355104,0.1,1.4930196 +517.7,439.32056,0.068405904,1055.4562,590000.0,559.0,36875.0,,9216.0,0.0002352544,0.1,1.6933022 +511.9,440.5302,0.052503224,1056.338,600000.0,568.0,37500.0,,9344.0,0.0002350496,0.1,1.6735028 +517.4,441.79037,0.064297654,1059.0278,610000.0,576.0,38125.0,,9504.0,0.0002347936,0.1,1.5173702 +513.4,442.94537,0.06808225,1059.8291,620000.0,585.0,38750.0,,9664.0,0.0002345376,0.1,1.4823624 +516.1,444.10657,0.050320156,1060.6061,630000.0,594.0,39375.0,,9824.0,0.0002342816,0.1,1.6888307 +516.7,445.24078,0.04725893,1059.6027,640000.0,604.0,40000.0,,9984.0,0.0002340256,0.1,1.7698865 +518.9,446.37402,0.054063044,1060.3589,650000.0,613.0,40625.0,,10144.0,0.0002337696,0.1,1.8330189 +543.4,447.84412,0.06347569,1061.0933,660000.0,622.0,41250.0,,10304.0,0.0002335136,0.1,1.7403095 +548.3,449.34344,0.026405424,1063.4921,670000.0,630.0,41875.0,,10464.0,0.0002332576,0.1,1.9328749 +550.8,450.83548,0.048086982,1062.5,680000.0,640.0,42500.0,,10624.0,0.0002330016,0.1,1.823452 +549.3,452.2625,0.08720278,1063.1741,690000.0,649.0,43125.0,,10752.0,0.0002327968,0.1,1.6594667 +552.3,453.69162,0.08357773,1063.8298,700000.0,658.0,43750.0,,10912.0,0.0002325408,0.1,1.6245444 +551.5,455.0692,0.052458625,1066.066,710000.0,666.0,44375.0,,11072.0,0.0002322848,0.1,1.8390427 +537.9,456.2196,0.09640595,1065.0887,720000.0,676.0,45000.0,,11232.0,0.0002320288,0.1,1.9273989 +532.1,457.2591,0.06066822,1065.6935,730000.0,685.0,45625.0,,11392.0,0.0002317728,0.1,1.9761803 +528.0,458.21506,0.042006522,1067.821,740000.0,693.0,46250.0,,11552.0,0.0002315168,0.1,1.8503191 +527.9,459.14417,0.06747892,1068.3761,750000.0,702.0,46875.0,,11712.0,0.0002312608,0.1,1.6619537 +520.8,459.95544,0.03566633,1068.917,760000.0,711.0,47500.0,,11872.0,0.0002310048,0.1,1.6110215 +523.5,460.7807,0.07860166,1069.4445,770000.0,720.0,48125.0,,12000.0,0.0002308,0.1,1.8470738 +529.2,461.65787,0.032949395,1069.9589,780000.0,729.0,48750.0,,12160.0,0.000230544,0.1,1.6314876 +534.5,462.5799,0.041504372,1071.9132,790000.0,737.0,49375.0,,12320.0,0.000230288,0.1,1.7282875 +541.2,463.56265,0.0734795,1072.3861,800000.0,746.0,50000.0,,12480.0,0.000230032,0.1,1.5291908 +542.5,464.53717,0.100601375,1074.2705,810000.0,754.0,50625.0,,12640.0,0.000229776,0.1,1.8381482 +550.5,465.5855,0.12536652,1073.2985,820000.0,764.0,51250.0,,12800.0,0.00022952,0.1,1.7005016 +550.8,466.6122,0.06604404,1073.7386,830000.0,773.0,51875.0,,12960.0,0.000229264,0.1,1.7265053 +547.6,467.57635,0.033432886,1074.1688,840000.0,782.0,52500.0,,13120.0,0.000229008,0.1,1.8886359 +546.1,468.50018,0.0899854,1074.5891,850000.0,791.0,53125.0,,13280.0,0.000228752,0.1,1.5335243 +541.0,469.3432,0.054828454,1075.0,860000.0,800.0,53750.0,,13408.0,0.0002285472,0.1,1.7095232 +532.3,470.06686,0.08145067,1074.0741,870000.0,810.0,54375.0,,13568.0,0.0002282912,0.1,1.5744721 +533.0,470.78195,0.07625802,1073.1708,880000.0,820.0,55000.0,,13728.0,0.0002280352,0.1,1.6260931 +524.5,471.38553,0.087473616,1073.5826,890000.0,829.0,55625.0,,13888.0,0.0002277792,0.1,1.7172843 +522.7,471.9557,0.10445694,1072.7056,900000.0,839.0,56250.0,,14048.0,0.0002275232,0.1,1.5980332 +533.1,472.62762,0.08078918,1073.1132,910000.0,848.0,56875.0,,14208.0,0.0002272672,0.1,1.5211742 +547.2,473.43817,0.067893766,1072.2611,920000.0,858.0,57500.0,,14368.0,0.0002270112,0.1,1.6617665 +547.3,474.2324,0.11783968,1072.6643,930000.0,867.0,58125.0,,14528.0,0.0002267552,0.1,1.4918883 +549.6,475.0342,0.087363996,1074.2858,940000.0,875.0,58750.0,,14656.0,0.0002265504,0.1,1.3824003 +558.5,475.91278,0.02573253,1074.6606,950000.0,884.0,59375.0,,14816.0,0.0002262944,0.1,1.6486754 +546.2,476.6449,0.06140303,1073.8256,960000.0,894.0,60000.0,,14976.0,0.0002260384,0.1,1.9673588 +520.4,477.09598,0.036305297,1075.3881,970000.0,902.0,60625.0,,15136.0,0.0002257824,0.1,1.8124572 +501.8,477.34805,0.066203326,1075.741,980000.0,911.0,61250.0,,15296.0,0.0002255264,0.1,1.810143 +480.7,477.3819,0.09112864,1076.0869,990000.0,920.0,61875.0,,15456.0,0.0002252704,0.1,1.5937488 +463.8,477.2461,0.07480178,1074.1139,1000000.0,931.0,62500.0,,15616.0,0.0002250144,0.1,1.6805139 +459.1,479.72046,0.08691811,1074.4681,1010000.0,940.0,63125.0,,15776.0,0.0002247584,0.1,1.621186 +471.8,482.07004,0.091452956,1075.9493,1020000.0,948.0,63750.0,,15936.0,0.0002245024,0.1,1.5556691 +471.6,484.2833,0.11151231,1076.28,1030000.0,957.0,64375.0,,16064.0,0.0002242976,0.1,1.5114129 +475.4,486.43527,0.06806807,1076.6046,1040000.0,966.0,65000.0,,16224.0,0.0002240416,0.1,1.8677269 +485.6,488.46472,0.13608125,1075.8197,1050000.0,976.0,65625.0,,16384.0,0.0002237856,0.1,1.4554973 +495.8,490.5176,0.13213412,1077.2357,1060000.0,984.0,66250.0,,16544.0,0.0002235296,0.1,1.6275258 +508.6,492.62106,0.11420036,1076.4587,1070000.0,994.0,66875.0,,16704.0,0.0002232736,0.1,1.7807446 +532.3,494.83203,0.13957812,1075.6973,1080000.0,1004.0,67500.0,,16864.0,0.0002230176,0.1,1.4503794 +561.8,497.213,0.078750536,1077.0751,1090000.0,1012.0,68125.0,,17024.0,0.0002227616,0.1,1.2611157 +572.8,499.42203,0.114346884,1077.3751,1100000.0,1021.0,68750.0,,17184.0,0.0002225056,0.1,1.4728214 +571.6,501.55704,0.06372046,1077.6699,1110000.0,1030.0,69375.0,,17312.0,0.0002223008,0.1,1.3200762 +575.9,503.52704,0.01740929,1077.9596,1120000.0,1039.0,70000.0,,17472.0,0.0002220448,0.1,1.7012544 +558.8,505.16296,0.13092747,1076.1904,1130000.0,1050.0,70625.0,,17632.0,0.0002217888,0.1,1.328645 +548.5,506.51404,0.11926224,1076.4873,1140000.0,1059.0,71250.0,,17792.0,0.0002215328,0.1,1.4637672 +556.5,507.86694,0.08715786,1076.779,1150000.0,1068.0,71875.0,,17952.0,0.0002212768,0.1,1.5721077 +562.3,509.17102,0.11648844,1077.0659,1160000.0,1077.0,72500.0,,18112.0,0.0002210208,0.1,1.2888768 +562.8,510.53195,0.1250537,1077.348,1170000.0,1086.0,73125.0,,18272.0,0.0002207648,0.1,1.6013551 +580.0,512.024,0.09604698,1077.6256,1180000.0,1095.0,73750.0,,18432.0,0.0002205088,0.1,1.6090851 +605.2,513.664,0.22845103,1077.8986,1190000.0,1104.0,74375.0,,18592.0,0.0002202528,0.1,1.4451723 +612.5,515.092,0.17979753,1078.1671,1200000.0,1113.0,75000.0,,18720.0,0.000220048,0.1,1.3893478 +624.1,516.36597,0.12879753,1079.3934,1210000.0,1121.0,75625.0,,18880.0,0.000219792,0.1,1.3828799 +659.7,517.782,0.032257047,1079.646,1220000.0,1130.0,76250.0,,19040.0,0.000219536,0.1,1.6254584 +663.5,519.171,0.19322133,1079.8947,1230000.0,1139.0,76875.0,,19200.0,0.00021928,0.1,1.3211775 +655.3,520.445,0.10929032,1081.081,1240000.0,1147.0,77500.0,,19360.0,0.000219024,0.1,1.506007 +673.0,522.153,0.07595892,1082.2511,1250000.0,1155.0,78125.0,,19520.0,0.000218768,0.1,1.3571739 +671.7,523.965,0.04300227,1082.4742,1260000.0,1164.0,78750.0,,19680.0,0.000218512,0.1,1.5223615 +660.6,525.892,0.106630266,1082.694,1270000.0,1173.0,79375.0,,19840.0,0.000218256,0.1,1.6431248 +648.8,527.46704,0.075405575,1082.9103,1280000.0,1182.0,80000.0,,20000.0,0.000218,0.1,1.6687877 +652.7,528.95404,0.18027566,1084.0336,1290000.0,1190.0,80625.0,,20128.0,0.0002177952,0.1,1.6057053 +649.6,530.43304,0.120482974,1084.2368,1300000.0,1199.0,81250.0,,20288.0,0.0002175392,0.1,1.620395 +648.0,531.66,0.049809746,1085.3356,1310000.0,1207.0,81875.0,,20448.0,0.0002172832,0.1,1.5244759 +675.0,533.07404,0.037436973,1085.5264,1320000.0,1216.0,82500.0,,20608.0,0.0002170272,0.1,1.704304 +669.3,534.462,0.083610915,1085.7142,1330000.0,1225.0,83125.0,,20768.0,0.0002167712,0.1,1.6033659 +678.5,536.03,0.12527344,1085.8995,1340000.0,1234.0,83750.0,,20928.0,0.0002165152,0.1,1.59816 +683.5,537.722,0.06473164,1085.209,1350000.0,1244.0,84375.0,,21088.0,0.0002162592,0.1,1.7334284 +696.6,539.758,0.10023455,1085.395,1360000.0,1253.0,85000.0,,21248.0,0.0002160032,0.1,1.6509187 +695.1,541.773,0.10795259,1086.4393,1370000.0,1261.0,85625.0,,21376.0,0.0002157984,0.1,1.5886436 +687.8,543.882,0.063894376,1087.4705,1380000.0,1269.0,86250.0,,21536.0,0.0002155424,0.1,1.68491 +684.8,545.96405,0.060127117,1087.637,1390000.0,1278.0,86875.0,,21696.0,0.0002152864,0.1,1.4918835 +693.6,548.10205,0.010512579,1087.8011,1400000.0,1287.0,87500.0,,21856.0,0.0002150304,0.1,1.7392013 +726.1,550.61804,0.12796459,1087.963,1410000.0,1296.0,88125.0,,22016.0,0.0002147744,0.1,1.4739747 +746.7,553.427,0.07691546,1087.2894,1420000.0,1306.0,88750.0,,22176.0,0.0002145184,0.1,1.5876468 +754.6,556.50604,0.114701815,1086.6261,1430000.0,1316.0,89375.0,,22336.0,0.0002142624,0.1,1.6484635 +788.8,559.98804,0.16214952,1086.7925,1440000.0,1325.0,90000.0,,22496.0,0.0002140064,0.1,1.4053278 +813.0,563.872,0.19799586,1086.9565,1450000.0,1334.0,90625.0,,22656.0,0.0002137504,0.1,1.580708 +786.7,567.517,0.13743138,1087.9285,1460000.0,1342.0,91250.0,,22784.0,0.0002135456,0.1,1.6317377 +802.4,571.4,0.11620681,1087.2781,1470000.0,1352.0,91875.0,,22944.0,0.0002132896,0.1,1.4825683 +784.1,575.011,0.10597017,1087.4357,1480000.0,1361.0,92500.0,,23104.0,0.0002130336,0.1,1.6330063 +812.3,578.84,0.071369916,1086.798,1490000.0,1371.0,93125.0,,23264.0,0.0002127776,0.1,1.4768417 +806.7,582.46295,0.13546817,1086.9565,1500000.0,1380.0,93750.0,,23424.0,0.0002125216,0.1,1.4555334 +820.9,586.035,0.10052184,1087.8962,1510000.0,1388.0,94375.0,,23584.0,0.0002122656,0.1,1.4996488 +830.9,589.5369,0.13825549,1088.0458,1520000.0,1397.0,95000.0,,23744.0,0.0002120096,0.1,1.3118415 +823.1,592.946,0.19526576,1088.1935,1530000.0,1406.0,95625.0,,23904.0,0.0002117536,0.1,1.4351001 +839.7,596.41797,0.06278778,1089.1089,1540000.0,1414.0,96250.0,,24032.0,0.0002115488,0.1,1.387721 +831.8,599.755,0.09745669,1088.4832,1550000.0,1424.0,96875.0,,24192.0,0.0002112928,0.1,1.5188951 +833.3,602.998,0.13490939,1087.8661,1560000.0,1434.0,97500.0,,24352.0,0.0002110368,0.1,1.3593476 +831.4,606.12396,0.06524064,1086.5052,1570000.0,1445.0,98125.0,,24512.0,0.0002107808,0.1,1.3549906 +843.2,609.382,0.13552044,1085.9106,1580000.0,1455.0,98750.0,,24672.0,0.0002105248,0.1,1.2640256 +857.3,612.778,0.13091005,1086.0656,1590000.0,1464.0,99375.0,,24832.0,0.0002102688,0.1,1.2373586 +875.2,616.41095,0.14930537,1086.2186,1600000.0,1473.0,100000.0,,24992.0,0.0002100128,0.1,1.4114984 +858.4,619.821,0.07865845,1086.3698,1610000.0,1482.0,100625.0,,25152.0,0.0002097568,0.1,1.3561459 +871.3,623.4,0.07114503,1086.5192,1620000.0,1491.0,101250.0,,25312.0,0.0002095008,0.1,1.3589054 +885.2,627.091,0.14415525,1087.3916,1630000.0,1499.0,101875.0,,25440.0,0.000209296,0.1,1.4900293 +895.0,630.87396,0.07284201,1088.2548,1640000.0,1507.0,102500.0,,25600.0,0.00020904,0.1,1.537405 +891.9,634.604,0.0849916,1089.1089,1650000.0,1515.0,103125.0,,25760.0,0.000208784,0.1,1.3411222 +908.2,638.25195,0.04749144,1089.2389,1660000.0,1524.0,103750.0,,25920.0,0.000208528,0.1,1.1378291 +927.9,642.048,0.1055857,1087.9479,1670000.0,1535.0,104375.0,,26080.0,0.000208272,0.1,1.369937 +907.8,645.618,0.1436856,1087.3787,1680000.0,1545.0,105000.0,,26240.0,0.000208016,0.1,1.0555611 +888.3,649.008,0.110515974,1086.8168,1690000.0,1555.0,105625.0,,26400.0,0.00020776,0.1,1.5005872 +899.2,652.477,0.16869308,1087.652,1700000.0,1563.0,106250.0,,26560.0,0.000207504,0.1,1.3292491 +894.1,655.9031,0.13843973,1088.4786,1710000.0,1571.0,106875.0,,26688.0,0.0002072992,0.1,1.3919487 +890.4,659.428,0.049673703,1087.9191,1720000.0,1581.0,107500.0,,26848.0,0.0002070432,0.1,1.441988 +894.3,663.05,0.06837511,1088.7351,1730000.0,1589.0,108125.0,,27008.0,0.0002067872,0.1,1.718233 +877.4,666.5439,0.14211886,1088.8611,1740000.0,1598.0,108750.0,,27168.0,0.0002065312,0.1,1.4587839 +908.4,670.349,0.10899634,1088.9857,1750000.0,1607.0,109375.0,,27328.0,0.0002062752,0.1,1.5655404 +918.9,674.33,0.10209388,1089.1089,1760000.0,1616.0,110000.0,,27488.0,0.0002060192,0.1,1.3597419 +945.9,678.5539,0.09339525,1088.5609,1770000.0,1626.0,110625.0,,27648.0,0.0002057632,0.1,1.4673508 +967.2,682.93396,0.15898338,1088.0195,1780000.0,1636.0,111250.0,,27808.0,0.0002055072,0.1,1.3633864 +1021.4,687.803,0.12364779,1087.4849,1790000.0,1646.0,111875.0,,27968.0,0.0002052512,0.1,1.5275309 +1008.6,692.47705,0.3025444,1087.6133,1800000.0,1655.0,112500.0,,28096.0,0.0002050464,0.1,1.4885213 +958.0,696.632,0.10296507,1086.4346,1810000.0,1666.0,113125.0,,28256.0,0.0002047904,0.1,1.5615747 +927.8,700.4049,0.14327942,1086.5671,1820000.0,1675.0,113750.0,,28416.0,0.0002045344,0.1,1.6136464 +864.3,703.5399,0.1404291,1086.6984,1830000.0,1684.0,114375.0,,28576.0,0.0002042784,0.1,1.8346598 +814.1,706.2049,0.1512089,1085.5458,1840000.0,1695.0,115000.0,,28736.0,0.0002040224,0.1,1.3149633 +745.3,708.19696,0.049214203,1086.3182,1850000.0,1703.0,115625.0,,28896.0,0.0002037664,0.1,1.4285142 +767.1,710.45795,0.12832958,1086.4486,1860000.0,1712.0,116250.0,,29056.0,0.0002035104,0.1,1.4067755 +819.8,713.33295,0.20099807,1085.9465,1870000.0,1722.0,116875.0,,29216.0,0.0002032544,0.1,1.1395038 +856.5,716.5679,0.11095299,1086.7052,1880000.0,1730.0,117500.0,,29344.0,0.0002030496,0.1,1.4019864 +917.0,720.49304,0.04705054,1086.8315,1890000.0,1739.0,118125.0,,29504.0,0.0002027936,0.1,1.5482533 +928.1,724.54694,0.10792772,1086.9565,1900000.0,1748.0,118750.0,,29664.0,0.0002025376,0.1,1.3733723 +937.0,728.586,0.19221532,1087.0802,1910000.0,1757.0,119375.0,,29824.0,0.0002022816,0.1,1.4754326 +953.2,732.646,0.10287787,1087.2028,1920000.0,1766.0,120000.0,,29984.0,0.0002020256,0.1,1.6612204 +933.8,736.511,0.09071131,1086.7117,1930000.0,1776.0,120625.0,,30144.0,0.0002017696,0.1,1.3722472 +921.4,740.229,0.08984405,1086.8347,1940000.0,1785.0,121250.0,,30304.0,0.0002015136,0.1,1.487972 +922.8,743.87195,0.044827115,1086.9565,1950000.0,1794.0,121875.0,,30464.0,0.0002012576,0.1,1.4655486 +924.3,747.6529,0.10800961,1087.6803,1960000.0,1802.0,122500.0,,30624.0,0.0002010016,0.1,1.5151913 +930.9,751.7579,0.08947919,1087.7968,1970000.0,1811.0,123125.0,,30752.0,0.0002007968,0.1,1.4235983 +941.2,756.152,0.08860244,1087.9121,1980000.0,1820.0,123750.0,,30912.0,0.0002005408,0.1,1.4990709 +963.1,760.976,0.16823755,1088.6215,1990000.0,1828.0,124375.0,,31072.0,0.0002002848,0.1,1.3035085 +960.7,765.94507,0.098820925,1089.3246,2000000.0,1836.0,125000.0,,31232.0,0.0002000288,0.1,1.4354275 +991.9,771.27313,0.050662123,1089.4309,2010000.0,1845.0,125625.0,,31392.0,0.0001997728,0.1,1.5215089 +971.4,776.26904,0.121006384,1089.5361,2020000.0,1854.0,126250.0,,31552.0,0.0001995168,0.1,1.3401785 +921.9,780.772,0.113627374,1089.6404,2030000.0,1863.0,126875.0,,31712.0,0.0001992608,0.1,1.5493864 +928.9,785.30695,0.18866539,1090.326,2040000.0,1871.0,127500.0,,31872.0,0.0001990048,0.1,1.6177032 +897.0,789.421,0.12704702,1091.0059,2050000.0,1879.0,128125.0,,32000.0,0.0001988,0.1,1.5502802 +906.0,793.52295,0.064460635,1090.524,2060000.0,1889.0,128750.0,,32160.0,0.000198544,0.1,1.5328275 +920.6,797.64294,0.07479397,1090.6217,2070000.0,1898.0,129375.0,,32320.0,0.000198288,0.1,1.8524345 +909.4,801.414,0.016415616,1091.2906,2080000.0,1906.0,130000.0,,32480.0,0.000198032,0.1,1.8939254 +906.6,804.86206,0.05401948,1091.954,2090000.0,1914.0,130625.0,,32640.0,0.000197776,0.1,1.7221131 +944.9,808.58295,0.13788228,1092.0437,2100000.0,1923.0,131250.0,,32800.0,0.00019752,0.1,1.4089674 +955.2,812.419,0.13938124,1092.6981,2110000.0,1931.0,131875.0,,32960.0,0.000197264,0.1,1.3535054 +947.2,816.132,0.18260959,1092.7834,2120000.0,1940.0,132500.0,,33120.0,0.000197008,0.1,1.5041206 +958.9,820.13306,0.1937499,1092.8682,2130000.0,1949.0,133125.0,,33280.0,0.000196752,0.1,1.5728642 +922.3,823.87103,0.15429685,1092.952,2140000.0,1958.0,133750.0,,33408.0,0.0001965472,0.1,1.4319019 +940.6,827.71204,0.117011584,1092.4796,2150000.0,1968.0,134375.0,,33568.0,0.0001962912,0.1,1.4819248 +935.2,831.4409,0.11388483,1092.5645,2160000.0,1977.0,135000.0,,33728.0,0.0001960352,0.1,1.4679763 +894.7,834.7601,0.076903224,1093.199,2170000.0,1985.0,135625.0,,33888.0,0.0001957792,0.1,1.5008267 +962.5,838.5851,0.07553176,1093.2798,2180000.0,1994.0,136250.0,,34048.0,0.0001955232,0.1,1.4127522 +960.3,842.136,0.09049239,1093.36,2190000.0,2003.0,136875.0,,34208.0,0.0001952672,0.1,1.4127443 +945.2,845.46295,0.117298804,1093.983,2200000.0,2011.0,137500.0,,34368.0,0.0001950112,0.1,1.2185988 +963.5,848.85706,0.2640361,1094.0594,2210000.0,2020.0,138125.0,,34528.0,0.0001947552,0.1,1.2517607 +982.1,852.081,0.06020915,1094.135,2220000.0,2029.0,138750.0,,34656.0,0.0001945504,0.1,1.288896 +1028.8,855.734,0.05944192,1093.6733,2230000.0,2039.0,139375.0,,34816.0,0.0001942944,0.1,1.2519054 +1097.2,860.15295,0.14190327,1093.75,2240000.0,2048.0,140000.0,,34976.0,0.0001940384,0.1,1.5328814 +1086.6,864.289,0.115105286,1093.2944,2250000.0,2058.0,140625.0,,35136.0,0.0001937824,0.1,1.5236522 +1116.4,868.736,0.17294115,1093.9012,2260000.0,2066.0,141250.0,,35296.0,0.0001935264,0.1,1.2987733 +1140.1,873.531,0.12141106,1094.5034,2270000.0,2074.0,141875.0,,35456.0,0.0001932704,0.1,1.4462115 +1189.2,878.935,0.14858711,1094.5751,2280000.0,2083.0,142500.0,,35616.0,0.0001930144,0.1,1.3552396 +1209.5,884.503,0.20534243,1094.1233,2290000.0,2093.0,143125.0,,35776.0,0.0001927584,0.1,1.4309131 +1166.7,889.67413,0.14649568,1094.196,2300000.0,2102.0,143750.0,,35936.0,0.0001925024,0.1,1.4104066 +1128.1,894.4751,0.12063436,1094.2681,2310000.0,2111.0,144375.0,,36064.0,0.0001922976,0.1,1.5557237 +1181.3,899.53796,-0.004642504,1094.8561,2320000.0,2119.0,145000.0,,36224.0,0.0001920416,0.1,1.5374104 +1196.5,904.81,0.084814586,1094.9248,2330000.0,2128.0,145625.0,,36384.0,0.0001917856,0.1,1.4754009 +1183.5,909.8599,0.10614296,1095.5056,2340000.0,2136.0,146250.0,,36544.0,0.0001915296,0.1,1.5568291 +1137.9,914.404,0.0953651,1095.571,2350000.0,2145.0,146875.0,,36704.0,0.0001912736,0.1,1.4283416 +1141.0,918.84796,0.14395373,1095.636,2360000.0,2154.0,147500.0,,36864.0,0.0001910176,0.1,1.4557878 +1147.7,923.37396,0.12906319,1094.6882,2370000.0,2165.0,148125.0,,37024.0,0.0001907616,0.1,1.678721 +1158.6,928.08203,0.13914528,1094.2529,2380000.0,2175.0,148750.0,,37184.0,0.0001905056,0.1,1.5525992 +1115.2,932.3861,0.14682809,1094.8236,2390000.0,2183.0,149375.0,,37312.0,0.0001903008,0.1,1.7209681 +1073.4,936.1841,0.15211648,1095.3903,2400000.0,2191.0,150000.0,,37472.0,0.0001900448,0.1,1.3810945 +1064.7,939.57007,0.26055327,1095.9528,2410000.0,2199.0,150625.0,,37632.0,0.0001897888,0.1,1.34832 +1111.1,943.21405,0.07791241,1096.0145,2420000.0,2208.0,151250.0,,37792.0,0.0001895328,0.1,1.5121691 +1131.5,946.98303,0.119230606,1096.5704,2430000.0,2216.0,151875.0,,37952.0,0.0001892768,0.1,1.5826519 +1123.4,950.32904,0.3156371,1096.6293,2440000.0,2225.0,152500.0,,38112.0,0.0001890208,0.1,1.4408386 +1130.3,953.502,0.15571427,1096.1969,2450000.0,2235.0,153125.0,,38272.0,0.0001887648,0.1,1.5669764 +1168.0,957.31494,0.03914742,1095.7684,2460000.0,2245.0,153750.0,,38432.0,0.0001885088,0.1,1.3730423 +1199.5,961.286,0.06926608,1096.316,2470000.0,2253.0,154375.0,,38592.0,0.0001882528,0.1,1.5690768 +1207.3,965.51794,0.20870319,1096.8597,2480000.0,2261.0,155000.0,,38720.0,0.000188048,0.1,1.154217 +1203.5,969.43,0.2277979,1096.9163,2490000.0,2270.0,155625.0,,38880.0,0.000187792,0.1,1.5934565 +1206.2,973.425,0.15047568,1096.9724,2500000.0,2279.0,156250.0,,39040.0,0.000187536,0.1,1.4394562 +1237.3,977.58905,0.035050724,1096.5487,2510000.0,2289.0,156875.0,,39200.0,0.00018728,0.1,1.6540763 +1264.4,981.924,0.07782436,1096.6057,2520000.0,2298.0,157500.0,,39360.0,0.000187024,0.1,1.5636953 +1238.2,986.0751,0.0912578,1097.138,2530000.0,2306.0,158125.0,,39520.0,0.000186768,0.1,1.6884432 +1230.2,989.98,0.13628584,1097.1923,2540000.0,2315.0,158750.0,,39680.0,0.000186512,0.1,1.3808869 +1220.9,993.8711,0.12075769,1097.2461,2550000.0,2324.0,159375.0,,39840.0,0.000186256,0.1,1.588601 +1199.1,997.52905,0.09961408,1096.8295,2560000.0,2334.0,160000.0,,40000.0,0.000186,0.1,1.6726071 +1177.9,1000.99396,0.09851348,1097.8214,2570000.0,2341.0,160625.0,,40128.0,0.0001857952,0.1,1.6637609 +1155.2,1004.114,0.15549304,1097.8723,2580000.0,2350.0,161250.0,,40288.0,0.0001855392,0.1,1.8260629 +1137.9,1006.9201,0.15795508,1097.9229,2590000.0,2359.0,161875.0,,40448.0,0.0001852832,0.1,1.2524033 +1130.9,1009.4769,0.14395186,1097.973,2600000.0,2368.0,162500.0,,40608.0,0.0001850272,0.1,1.5782124 +1137.4,1012.26697,0.13818935,1098.4849,2610000.0,2376.0,163125.0,,40768.0,0.0001847712,0.1,1.6478068 +1160.0,1015.154,0.05916847,1098.5325,2620000.0,2385.0,163750.0,,40928.0,0.0001845152,0.1,1.4970343 +1217.8,1018.48,0.05593461,1098.5798,2630000.0,2394.0,164375.0,,41088.0,0.0001842592,0.1,1.387012 +1229.4,1021.824,0.10495193,1098.1697,2640000.0,2404.0,165000.0,,41248.0,0.0001840032,0.1,1.3682005 +1213.3,1025.038,0.10248273,1098.218,2650000.0,2413.0,165625.0,,41376.0,0.0001837984,0.1,1.487335 +1271.5,1028.671,0.15736346,1098.2659,2660000.0,2422.0,166250.0,,41536.0,0.0001835424,0.1,1.3433995 +1274.6,1032.138,0.08631839,1098.3135,2670000.0,2431.0,166875.0,,41696.0,0.0001832864,0.1,1.5593297 +1268.1,1035.7411,0.074549675,1098.3606,2680000.0,2440.0,167500.0,,41856.0,0.0001830304,0.1,1.5189104 +1254.3,1039.4011,0.17600453,1097.9592,2690000.0,2450.0,168125.0,,42016.0,0.0001827744,0.1,1.5931101 +1221.8,1042.6271,0.09138881,1098.0073,2700000.0,2459.0,168750.0,,42176.0,0.0001825184,0.1,1.7402576 +1231.9,1046.005,0.08490435,1097.6104,2710000.0,2469.0,169375.0,,42336.0,0.0001822624,0.1,1.6581552 +1223.9,1049.34,0.13799737,1097.2167,2720000.0,2479.0,170000.0,,42496.0,0.0001820064,0.1,1.4682707 +1230.8,1052.705,0.12137183,1097.2668,2730000.0,2488.0,170625.0,,42656.0,0.0001817504,0.1,1.4101377 +1183.4,1055.7649,0.14081046,1097.7565,2740000.0,2496.0,171250.0,,42784.0,0.0001815456,0.1,1.3089267 +1184.2,1058.523,0.092085294,1097.8044,2750000.0,2505.0,171875.0,,42944.0,0.0001812896,0.1,1.5243342 +1206.0,1061.394,0.14266378,1098.289,2760000.0,2513.0,172500.0,,43104.0,0.0001810336,0.1,1.1562482 +1238.1,1064.316,0.19402072,1097.8993,2770000.0,2523.0,173125.0,,43264.0,0.0001807776,0.1,1.6686134 +1234.4,1066.9882,0.0960405,1097.9463,2780000.0,2532.0,173750.0,,43424.0,0.0001805216,0.1,1.7045913 +1258.2,1069.3561,0.037033003,1098.4252,2790000.0,2540.0,174375.0,,43584.0,0.0001802656,0.1,1.4679987 +1289.0,1072.16,0.032545,1098.47,2800000.0,2549.0,175000.0,,43744.0,0.0001800096,0.1,1.6049263 +1279.0,1075.3701,0.14771271,1098.5144,2810000.0,2558.0,175625.0,,43904.0,0.0001797536,0.1,1.4907277 +1310.0,1079.192,0.33543056,1098.9867,2820000.0,2566.0,176250.0,,44032.0,0.0001795488,0.1,1.2801399 +1317.3,1083.722,0.05335351,1099.0292,2830000.0,2575.0,176875.0,,44192.0,0.0001792928,0.1,1.5613668 +1302.4,1088.605,0.13791148,1099.0712,2840000.0,2584.0,177500.0,,44352.0,0.0001790368,0.1,1.4264605 +1253.4,1093.6859,0.09873518,1099.113,2850000.0,2593.0,178125.0,,44512.0,0.0001787808,0.1,1.3568945 +1231.9,1098.3339,0.045229323,1099.577,2860000.0,2601.0,178750.0,,44672.0,0.0001785248,0.1,1.4383962 +1244.8,1102.5839,0.0773374,1099.6168,2870000.0,2610.0,179375.0,,44832.0,0.0001782688,0.1,1.3904531 +1233.9,1106.3579,0.14911875,1100.0764,2880000.0,2618.0,180000.0,,44992.0,0.0001780128,0.1,1.6018696 +1198.6,1109.174,0.080685176,1100.1143,2890000.0,2627.0,180625.0,,45152.0,0.0001777568,0.1,1.6422758 +1179.6,1111.689,0.026524547,1100.1517,2900000.0,2636.0,181250.0,,45312.0,0.0001775008,0.1,1.4511055 +1198.0,1114.299,0.074930616,1100.6051,2910000.0,2644.0,181875.0,,45440.0,0.000177296,0.1,1.6514556 +1170.0,1116.467,0.12420874,1100.6407,2920000.0,2653.0,182500.0,,45600.0,0.00017704,0.1,1.4856002 +1159.1,1118.72,0.02376095,1100.6761,2930000.0,2662.0,183125.0,,45760.0,0.000176784,0.1,1.5389748 +1182.2,1121.328,0.14196126,1100.7113,2940000.0,2671.0,183750.0,,45920.0,0.000176528,0.1,1.6330361 +1119.7,1123.2971,0.1022802,1100.7462,2950000.0,2680.0,184375.0,,46080.0,0.000176272,0.1,1.5109507 +1087.9,1124.9331,0.14882416,1101.1904,2960000.0,2688.0,185000.0,,46240.0,0.000176016,0.1,1.4569799 +1125.4,1126.878,0.17062478,1101.2236,2970000.0,2697.0,185625.0,,46400.0,0.00017576,0.1,1.6569642 +1129.9,1128.765,0.13367215,1101.6636,2980000.0,2705.0,186250.0,,46560.0,0.000175504,0.1,1.5145693 +1133.5,1130.469,0.15382105,1101.695,2990000.0,2714.0,186875.0,,46688.0,0.0001752992,0.1,1.5826521 +1159.8,1132.46,0.062134616,1101.7261,3000000.0,2723.0,187500.0,,46848.0,0.0001750432,0.1,1.6675756 +1190.1,1134.442,0.10827726,1101.3539,3010000.0,2733.0,188125.0,,47008.0,0.0001747872,0.1,1.6522405 +1194.6,1136.6741,0.12773612,1101.7877,3020000.0,2741.0,188750.0,,47168.0,0.0001745312,0.1,1.7394938 +1209.9,1139.554,0.21740463,1101.8182,3030000.0,2750.0,189375.0,,47328.0,0.0001742752,0.1,1.4155695 +1212.6,1142.3911,0.20808475,1101.8485,3040000.0,2759.0,190000.0,,47488.0,0.0001740192,0.1,1.612011 +1184.1,1145.2621,0.1267552,1102.2769,3050000.0,2767.0,190625.0,,47648.0,0.0001737632,0.1,1.6164377 +1151.9,1147.721,0.08616735,1102.3054,3060000.0,2776.0,191250.0,,47808.0,0.0001735072,0.1,1.7095554 +1142.1,1149.936,0.09991141,1102.7299,3070000.0,2784.0,191875.0,,47968.0,0.0001732512,0.1,1.4332755 +1112.5,1151.9669,0.15930112,1102.7568,3080000.0,2793.0,192500.0,,48096.0,0.0001730464,0.1,1.6072714 +1105.4,1153.955,0.07546809,1103.1775,3090000.0,2801.0,193125.0,,48256.0,0.0001727904,0.1,1.5700886 +1145.9,1155.965,0.12744053,1103.2029,3100000.0,2810.0,193750.0,,48416.0,0.0001725344,0.1,1.4121017 +1173.1,1158.144,0.058130108,1103.2281,3110000.0,2819.0,194375.0,,48576.0,0.0001722784,0.1,1.5802591 +1233.4,1161.006,0.16461489,1102.8632,3120000.0,2829.0,195000.0,,48736.0,0.0001720224,0.1,1.5613357 +1244.7,1163.864,0.08967329,1103.2781,3130000.0,2837.0,195625.0,,48896.0,0.0001717664,0.1,1.5108418 +1242.5,1167.066,0.26712322,1103.3029,3140000.0,2846.0,196250.0,,49056.0,0.0001715104,0.1,1.3667607 +1238.9,1170.0491,0.11489019,1103.3275,3150000.0,2855.0,196875.0,,49216.0,0.0001712544,0.1,1.5380733 +1251.6,1173.213,0.079605795,1103.7373,3160000.0,2863.0,197500.0,,49344.0,0.0001710496,0.1,1.6005584 +1229.9,1176.565,0.1815957,1103.7605,3170000.0,2872.0,198125.0,,49504.0,0.0001707936,0.1,1.5200746 +1222.7,1179.167,0.09341183,1104.1666,3180000.0,2880.0,198750.0,,49664.0,0.0001705376,0.1,1.6982367 +1259.9,1182.1631,0.035563994,1104.1884,3190000.0,2889.0,199375.0,,49824.0,0.0001702816,0.1,1.6571834 +1202.2,1184.733,0.17774327,1104.2098,3200000.0,2898.0,200000.0,,49984.0,0.0001700256,0.1,1.5348449 +1195.9,1187.057,0.0846711,1104.6112,3210000.0,2906.0,200625.0,,50144.0,0.0001697696,0.1,1.5469648 +1232.1,1189.557,0.01840465,1104.6312,3220000.0,2915.0,201250.0,,50304.0,0.0001695136,0.1,1.5234538 +1273.0,1191.999,0.09824253,1104.6511,3230000.0,2924.0,201875.0,,50464.0,0.0001692576,0.1,1.4465263 +1293.6,1193.963,0.09934932,1104.2944,3240000.0,2934.0,202500.0,,50624.0,0.0001690016,0.1,1.2701714 +1324.3,1196.34,0.1692316,1103.9402,3250000.0,2944.0,203125.0,,50752.0,0.0001687968,0.1,1.6977397 +1274.4,1197.92,0.062272467,1103.5884,3260000.0,2954.0,203750.0,,50912.0,0.0001685408,0.1,1.4804392 +1285.8,1199.377,0.025806807,1103.2389,3270000.0,2964.0,204375.0,,51072.0,0.0001682848,0.1,1.5433815 +1329.0,1200.7749,0.021075655,1103.6339,3280000.0,2972.0,205000.0,,51232.0,0.0001680288,0.1,1.5839789 +1352.6,1202.2059,0.01121925,1103.6565,3290000.0,2981.0,205625.0,,51392.0,0.0001677728,0.1,1.6323338 +1360.5,1204.144,0.14117272,1103.679,3300000.0,2990.0,206250.0,,51552.0,0.0001675168,0.1,1.473495 +1402.5,1206.8881,0.108423315,1103.7013,3310000.0,2999.0,206875.0,,51712.0,0.0001672608,0.1,1.3516548 +1384.5,1208.92,0.114773355,1104.0905,3320000.0,3007.0,207500.0,,51872.0,0.0001670048,0.1,1.4004077 +1409.8,1211.053,0.116345905,1104.1115,3330000.0,3016.0,208125.0,,52000.0,0.0001668,0.1,1.4699955 +1449.6,1213.714,0.16847856,1103.7673,3340000.0,3026.0,208750.0,,52160.0,0.000166544,0.1,1.5322628 +1443.7,1216.772,0.12045465,1104.153,3350000.0,3034.0,209375.0,,52320.0,0.000166288,0.1,1.3751643 +1402.9,1219.391,0.15930252,1103.8108,3360000.0,3044.0,210000.0,,52480.0,0.000166032,0.1,1.3911123 +1370.2,1221.6161,0.10912647,1103.8323,3370000.0,3053.0,210625.0,,52640.0,0.000165776,0.1,1.5116786 +1326.2,1223.2921,0.07343677,1103.8536,3380000.0,3062.0,211250.0,,52800.0,0.00016552,0.1,1.4466708 +1288.5,1225.025,0.16584189,1103.875,3390000.0,3071.0,211875.0,,52960.0,0.000165264,0.1,1.4723122 +1223.9,1226.53,0.23995325,1103.8961,3400000.0,3080.0,212500.0,,53120.0,0.000165008,0.1,1.3381447 +1191.8,1227.801,0.09448049,1103.9171,3410000.0,3089.0,213125.0,,53280.0,0.000164752,0.1,1.5817212 +1181.6,1228.506,0.12402013,1104.2944,3420000.0,3097.0,213750.0,,53408.0,0.0001645472,0.1,1.504265 +1161.1,1228.802,0.03741251,1104.3142,3430000.0,3106.0,214375.0,,53568.0,0.0001642912,0.1,1.5823622 +1164.7,1229.215,0.044130106,1104.6885,3440000.0,3114.0,215000.0,,53728.0,0.0001640352,0.1,1.5466467 +1227.9,1230.191,0.024082689,1104.707,3450000.0,3123.0,215625.0,,53888.0,0.0001637792,0.1,1.5277568 +1217.3,1230.6841,0.13286772,1105.0782,3460000.0,3131.0,216250.0,,54048.0,0.0001635232,0.1,1.4627508 +1242.1,1231.11,0.16213854,1105.0956,3470000.0,3140.0,216875.0,,54208.0,0.0001632672,0.1,1.3855612 +1284.2,1231.879,0.06561467,1105.4637,3480000.0,3148.0,217500.0,,54368.0,0.0001630112,0.1,1.5743654 +1337.9,1233.223,0.13993597,1105.1299,3490000.0,3158.0,218125.0,,54528.0,0.0001627552,0.1,1.34815 +1358.2,1234.7432,0.097355194,1105.4958,3500000.0,3166.0,218750.0,,54656.0,0.0001625504,0.1,1.4219913 +1415.2,1236.5221,0.109335855,1105.8601,3510000.0,3174.0,219375.0,,54816.0,0.0001622944,0.1,1.4949971 +1429.7,1238.175,0.1020744,1105.875,3520000.0,3183.0,220000.0,,54976.0,0.0001620384,0.1,1.5678356 +1385.5,1239.6481,0.045500696,1106.2363,3530000.0,3191.0,220625.0,,55136.0,0.0001617824,0.1,1.2936696 +1424.3,1241.5891,0.17241372,1106.25,3540000.0,3200.0,221250.0,,55296.0,0.0001615264,0.1,1.2196827 +1411.7,1243.4971,0.14274007,1105.919,3550000.0,3210.0,221875.0,,55456.0,0.0001612704,0.1,1.5073953 +1392.2,1245.4281,0.09968902,1105.5901,3560000.0,3220.0,222500.0,,55616.0,0.0001610144,0.1,1.5001401 +1361.4,1247.2631,0.06288164,1105.2632,3570000.0,3230.0,223125.0,,55776.0,0.0001607584,0.1,1.5718397 +1372.1,1249.432,0.079650454,1105.6207,3580000.0,3238.0,223750.0,,55936.0,0.0001605024,0.1,1.3878187 +1388.0,1251.933,0.13366732,1105.9766,3590000.0,3246.0,224375.0,,56064.0,0.0001602976,0.1,1.6099374 +1382.2,1254.446,0.18847,1105.9907,3600000.0,3255.0,225000.0,,56224.0,0.0001600416,0.1,1.5030811 +1393.4,1257.006,0.21110854,1106.0049,3610000.0,3264.0,225625.0,,56384.0,0.0001597856,0.1,1.7207711 +1366.7,1259.073,0.0713918,1105.6812,3620000.0,3274.0,226250.0,,56544.0,0.0001595296,0.1,1.6128657 +1376.8,1260.6631,0.10916722,1105.696,3630000.0,3283.0,226875.0,,56704.0,0.0001592736,0.1,1.4107716 +1374.4,1262.1129,0.071926706,1105.7108,3640000.0,3292.0,227500.0,,56864.0,0.0001590176,0.1,1.6282368 +1367.9,1263.6589,0.08553117,1105.3906,3650000.0,3302.0,228125.0,,57024.0,0.0001587616,0.1,1.7029021 +1306.9,1264.013,0.0669186,1105.4062,3660000.0,3311.0,228750.0,,57184.0,0.0001585056,0.1,1.7012191 +1246.4,1263.731,0.07193627,1105.7548,3670000.0,3319.0,229375.0,,57312.0,0.0001583008,0.1,1.522784 +1255.0,1263.6,0.21826707,1106.1016,3680000.0,3327.0,230000.0,,57472.0,0.0001580448,0.1,1.4122105 +1288.5,1263.942,-0.0014448666,1106.1151,3690000.0,3336.0,230625.0,,57632.0,0.0001577888,0.1,1.6183102 +1283.2,1264.556,0.15699245,1105.798,3700000.0,3346.0,231250.0,,57792.0,0.0001575328,0.1,1.4507475 +1304.5,1265.282,0.1231836,1105.4827,3710000.0,3356.0,231875.0,,57952.0,0.0001572768,0.1,1.4618893 +1272.5,1265.7681,0.12801011,1105.8264,3720000.0,3364.0,232500.0,,58112.0,0.0001570208,0.1,1.3986112 +1267.2,1266.1321,0.0886576,1105.8405,3730000.0,3373.0,233125.0,,58272.0,0.0001567648,0.1,1.6420097 +1264.0,1266.9381,0.07857334,1105.2009,3740000.0,3384.0,233750.0,,58432.0,0.0001565088,0.1,1.4875972 +1266.1,1267.7571,0.057239,1105.5425,3750000.0,3392.0,234375.0,,58592.0,0.0001562528,0.1,1.3579861 +1241.7,1268.1141,0.17838861,1105.5571,3760000.0,3401.0,235000.0,,58720.0,0.000156048,0.1,1.5185385 +1216.5,1267.8981,0.099944934,1105.5719,3770000.0,3410.0,235625.0,,58880.0,0.000155792,0.1,1.8344786 +1215.3,1267.707,0.07389542,1105.5864,3780000.0,3419.0,236250.0,,59040.0,0.000155536,0.1,1.6389098 +1227.1,1267.396,0.09736508,1105.2786,3790000.0,3429.0,236875.0,,59200.0,0.00015528,0.1,1.581038 +1210.4,1266.61,0.08470373,1105.2938,3800000.0,3438.0,237500.0,,59360.0,0.000155024,0.1,1.486605 +1250.5,1266.325,0.10591507,1105.6298,3810000.0,3446.0,238125.0,,59520.0,0.000154768,0.1,1.488979 +1252.9,1265.754,0.061661065,1105.644,3820000.0,3455.0,238750.0,,59680.0,0.000154512,0.1,1.4653746 +1265.9,1265.24,0.1590118,1105.9774,3830000.0,3463.0,239375.0,,59840.0,0.000154256,0.1,1.5000826 +1265.9,1264.875,0.059140272,1105.9907,3840000.0,3472.0,240000.0,,60000.0,0.000154,0.1,1.7839943 +1278.2,1265.123,0.11497271,1106.3219,3850000.0,3480.0,240625.0,,60128.0,0.0001537952,0.1,1.7065067 +1251.6,1265.3201,-0.01546855,1106.6514,3860000.0,3488.0,241250.0,,60288.0,0.0001535392,0.1,1.715235 +1295.9,1265.831,0.04444259,1106.9794,3870000.0,3496.0,241875.0,,60448.0,0.0001532832,0.1,1.5385574 +1315.6,1266.6481,0.1562714,1106.99,3880000.0,3505.0,242500.0,,60608.0,0.0001530272,0.1,1.6653097 +1273.3,1267.395,0.08753191,1107.0006,3890000.0,3514.0,243125.0,,60768.0,0.0001527712,0.1,1.6119704 +1247.1,1268.07,0.051251803,1106.3829,3900000.0,3525.0,243750.0,,60928.0,0.0001525152,0.1,1.5782562 +1284.5,1268.935,0.1163471,1106.7081,3910000.0,3533.0,244375.0,,61088.0,0.0001522592,0.1,1.6180844 +1350.4,1270.739,0.08609537,1107.0319,3920000.0,3541.0,245000.0,,61248.0,0.0001520032,0.1,1.8127244 +1377.4,1272.922,0.09088025,1107.0422,3930000.0,3550.0,245625.0,,61376.0,0.0001517984,0.1,1.4718022 +1409.6,1275.196,0.15978888,1106.7416,3940000.0,3560.0,246250.0,,61536.0,0.0001515424,0.1,1.636486 +1409.9,1278.098,0.120178066,1106.7526,3950000.0,3569.0,246875.0,,61696.0,0.0001512864,0.1,1.4960971 +1440.5,1281.624,0.17495218,1106.4543,3960000.0,3579.0,247500.0,,61856.0,0.0001510304,0.1,1.7187504 +1434.0,1284.71,0.18910824,1106.466,3970000.0,3588.0,248125.0,,62016.0,0.0001507744,0.1,1.4594173 +1428.2,1287.693,0.26577136,1106.17,3980000.0,3598.0,248750.0,,62176.0,0.0001505184,0.1,1.447838 +1368.2,1290.0402,-0.0006133081,1106.1824,3990000.0,3607.0,249375.0,,62336.0,0.0001502624,0.1,1.6496944 +1370.3,1292.145,-0.017921178,1106.5007,4000000.0,3615.0,250000.0,,62496.0,0.0001500064,0.1,1.4151337 +1312.4,1293.368,0.080705345,1106.5121,4010000.0,3624.0,250625.0,,62656.0,0.0001497504,0.1,1.5013814 +1312.7,1294.549,0.059869897,1106.8282,4020000.0,3632.0,251250.0,,62784.0,0.0001495456,0.1,1.488887 +1308.8,1295.538,-0.014043738,1106.8387,4030000.0,3641.0,251875.0,,62944.0,0.0001492896,0.1,1.6492271 +1346.9,1296.881,0.09344626,1106.8494,4040000.0,3650.0,252500.0,,63104.0,0.0001490336,0.1,1.557088 +1395.0,1298.99,0.17773055,1107.1624,4050000.0,3658.0,253125.0,,63264.0,0.0001487776,0.1,1.7404102 +1383.8,1301.309,0.049090374,1107.4741,4060000.0,3666.0,253750.0,,63424.0,0.0001485216,0.1,1.6554921 +1429.3,1304.1809,0.063455954,1107.483,4070000.0,3675.0,254375.0,,63584.0,0.0001482656,0.1,1.5683613 +1429.1,1307.3469,0.05371817,1107.4918,4080000.0,3684.0,255000.0,,63744.0,0.0001480096,0.1,1.4060171 +1417.9,1310.4719,0.10662682,1107.8007,4090000.0,3692.0,255625.0,,63904.0,0.0001477536,0.1,1.6589112 +1469.5,1313.708,0.13988285,1107.8087,4100000.0,3701.0,256250.0,,64032.0,0.0001475488,0.1,1.7764001 +1449.9,1316.4761,0.08287816,1107.8168,4110000.0,3710.0,256875.0,,64192.0,0.0001472928,0.1,1.6123873 +1459.5,1318.737,0.035914738,1108.1227,4120000.0,3718.0,257500.0,,64352.0,0.0001470368,0.1,1.570138 +1412.7,1320.417,0.036907647,1108.1299,4130000.0,3727.0,258125.0,,64512.0,0.0001467808,0.1,1.5523487 +1389.2,1321.884,0.08114427,1108.1371,4140000.0,3736.0,258750.0,,64672.0,0.0001465248,0.1,1.6618272 +1403.1,1323.5261,0.19351883,1108.4402,4150000.0,3744.0,259375.0,,64832.0,0.0001462688,0.1,1.4389033 +1379.3,1324.8031,0.07376674,1108.4465,4160000.0,3753.0,260000.0,,64992.0,0.0001460128,0.1,1.6054213 +1355.2,1326.0562,0.04529628,1108.453,4170000.0,3762.0,260625.0,,65152.0,0.0001457568,0.1,1.4354668 +1311.4,1326.9431,0.041870974,1108.1654,4180000.0,3772.0,261250.0,,65312.0,0.0001455008,0.1,1.4931073 +1327.8,1327.6221,0.11152648,1107.8794,4190000.0,3782.0,261875.0,,65440.0,0.000145296,0.1,1.4484798 +1350.3,1329.1031,0.08315637,1107.595,4200000.0,3792.0,262500.0,,65600.0,0.00014504,0.1,1.481538 +1391.0,1331.0541,0.13045752,1107.3119,4210000.0,3802.0,263125.0,,65760.0,0.000144784,0.1,1.5215137 +1379.0,1332.523,0.13835126,1107.3209,4220000.0,3811.0,263750.0,,65920.0,0.000144528,0.1,1.5747361 +1334.1,1333.1339,0.1233751,1107.3298,4230000.0,3820.0,264375.0,,66080.0,0.000144272,0.1,1.5037161 +1328.9,1333.487,0.21938655,1107.3387,4240000.0,3829.0,265000.0,,66240.0,0.000144016,0.1,1.283323 +1368.8,1333.932,0.100457616,1107.6362,4250000.0,3837.0,265625.0,,66400.0,0.00014376,0.1,1.6820631 +1375.8,1334.9459,0.078704946,1107.6443,4260000.0,3846.0,266250.0,,66560.0,0.000143504,0.1,1.5275943 +1327.1,1335.3589,0.12372188,1107.9398,4270000.0,3854.0,266875.0,,66688.0,0.0001432992,0.1,1.6009904 +1328.6,1335.3549,0.084028915,1108.2341,4280000.0,3862.0,267500.0,,66848.0,0.0001430432,0.1,1.5398029 +1293.6,1334.765,0.13282277,1108.2407,4290000.0,3871.0,268125.0,,67008.0,0.0001427872,0.1,1.5400059 +1275.0,1333.91,0.03422832,1108.5331,4300000.0,3879.0,268750.0,,67168.0,0.0001425312,0.1,1.6368039 +1372.2,1333.607,0.11434158,1108.8243,4310000.0,3887.0,269375.0,,67328.0,0.0001422752,0.1,1.683516 +1361.5,1333.3771,0.13011764,1109.1143,4320000.0,3895.0,270000.0,,67488.0,0.0001420192,0.1,1.5501437 +1343.6,1332.715,0.12487835,1109.4031,4330000.0,3903.0,270625.0,,67648.0,0.0001417632,0.1,1.7543325 +1281.0,1331.029,0.13997917,1109.6907,4340000.0,3911.0,271250.0,,67808.0,0.0001415072,0.1,1.5874653 +1336.9,1329.961,0.21494347,1109.6938,4350000.0,3920.0,271875.0,,67968.0,0.0001412512,0.1,1.6115913 +1318.6,1329.1179,0.13238622,1109.9796,4360000.0,3928.0,272500.0,,68096.0,0.0001410464,0.1,1.7108529 +1311.9,1328.535,0.059225775,1109.7003,4370000.0,3938.0,273125.0,,68256.0,0.0001407904,0.1,1.6776853 +1297.4,1328.2472,0.22205116,1109.7036,4380000.0,3947.0,273750.0,,68416.0,0.0001405344,0.1,1.6962636 +1239.6,1327.7579,0.018278908,1109.7068,4390000.0,3956.0,274375.0,,68576.0,0.0001402784,0.1,1.7294382 +1272.1,1328.2399,0.11678382,1109.71,4400000.0,3965.0,275000.0,,68736.0,0.0001400224,0.1,1.4772414 +1282.6,1329.1478,0.23078874,1109.7131,4410000.0,3974.0,275625.0,,68896.0,0.0001397664,0.1,1.7033415 +1278.8,1330.12,0.10840729,1109.4377,4420000.0,3984.0,276250.0,,69056.0,0.0001395104,0.1,1.793395 +1256.1,1331.07,0.018083658,1109.4415,4430000.0,3993.0,276875.0,,69216.0,0.0001392544,0.1,1.8561292 +1289.0,1332.313,0.15341787,1109.7225,4440000.0,4001.0,277500.0,,69344.0,0.0001390496,0.1,1.4049354 +1319.8,1333.232,0.25414065,1109.7257,4450000.0,4010.0,278125.0,,69504.0,0.0001387936,0.1,1.6027201 +1290.5,1333.9639,0.08534047,1110.005,4460000.0,4018.0,278750.0,,69664.0,0.0001385376,0.1,1.9597628 +1333.6,1334.8789,0.20111214,1110.0074,4470000.0,4027.0,279375.0,,69824.0,0.0001382816,0.1,1.4612911 +1317.4,1335.2109,0.13277349,1110.285,4480000.0,4035.0,280000.0,,69984.0,0.0001380256,0.1,1.5696536 +1305.6,1334.888,0.10455272,1110.2869,4490000.0,4044.0,280625.0,,70144.0,0.0001377696,0.1,1.4970872 +1327.1,1334.5769,0.060871296,1110.2887,4500000.0,4053.0,281250.0,,70304.0,0.0001375136,0.1,2.0081224 +1315.0,1333.575,0.010684259,1110.2905,4510000.0,4062.0,281875.0,,70464.0,0.0001372576,0.1,1.652132 +1315.0,1332.428,0.11375596,1110.2924,4520000.0,4071.0,282500.0,,70624.0,0.0001370016,0.1,1.521018 +1274.4,1331.317,0.31414056,1110.2941,4530000.0,4080.0,283125.0,,70752.0,0.0001367968,0.1,1.6416411 +1278.7,1329.861,-0.012135906,1110.5675,4540000.0,4088.0,283750.0,,70912.0,0.0001365408,0.1,1.8170718 +1295.8,1328.7019,0.0632817,1110.5687,4550000.0,4097.0,284375.0,,71072.0,0.0001362848,0.1,1.5534518 +1339.9,1328.1791,0.20095532,1110.8405,4560000.0,4105.0,285000.0,,71232.0,0.0001360288,0.1,1.6132927 +1354.3,1328.1079,0.12430581,1111.1111,4570000.0,4113.0,285625.0,,71392.0,0.0001357728,0.1,1.5840638 +1353.8,1327.9248,0.10521679,1111.1111,4580000.0,4122.0,286250.0,,71552.0,0.0001355168,0.1,1.4659219 +1335.2,1327.397,0.123688474,1111.1111,4590000.0,4131.0,286875.0,,71712.0,0.0001352608,0.1,1.7587073 +1356.9,1327.1439,0.12330932,1111.3795,4600000.0,4139.0,287500.0,,71872.0,0.0001350048,0.1,1.790669 +1373.0,1326.94,0.17164336,1111.647,4610000.0,4147.0,288125.0,,72000.0,0.0001348,0.1,1.6335263 +1396.3,1327.2358,0.1629237,1111.9133,4620000.0,4155.0,288750.0,,72160.0,0.000134544,0.1,1.7161734 +1380.6,1327.2739,0.13859388,1111.9116,4630000.0,4164.0,289375.0,,72320.0,0.000134288,0.1,1.5313144 +1372.0,1327.2499,0.19069771,1111.9099,4640000.0,4173.0,290000.0,,72480.0,0.000134032,0.1,1.7040343 +1358.5,1327.1559,0.04068035,1112.1741,4650000.0,4181.0,290625.0,,72640.0,0.000133776,0.1,1.5941103 +1338.8,1327.4749,0.034181263,1112.1719,4660000.0,4190.0,291250.0,,72800.0,0.00013352,0.1,1.7464426 +1368.1,1328.6919,0.1380391,1112.4344,4670000.0,4198.0,291875.0,,72960.0,0.000133264,0.1,1.5366659 +1376.0,1329.9019,0.103385806,1112.1674,4680000.0,4208.0,292500.0,,73120.0,0.000133008,0.1,1.6905069 +1327.8,1330.2948,0.04382102,1112.4288,4690000.0,4216.0,293125.0,,73280.0,0.000132752,0.1,1.6543531 +1335.2,1330.815,0.097385645,1112.6895,4700000.0,4224.0,293750.0,,73408.0,0.0001325472,0.1,1.4590411 +1364.5,1331.415,0.14221537,1112.686,4710000.0,4233.0,294375.0,,73568.0,0.0001322912,0.1,1.6371114 +1333.7,1332.027,0.07121969,1112.9451,4720000.0,4241.0,295000.0,,73728.0,0.0001320352,0.1,1.6341083 +1360.5,1332.96,-0.014000016,1113.2031,4730000.0,4249.0,295625.0,,73888.0,0.0001317792,0.1,1.4746261 +1377.2,1334.092,0.0519863,1113.1987,4740000.0,4258.0,296250.0,,74048.0,0.0001315232,0.1,1.4894865 +1357.8,1335.009,0.22249922,1113.4552,4750000.0,4266.0,296875.0,,74208.0,0.0001312672,0.1,1.6129297 +1368.3,1336.275,0.05553824,1112.9296,4760000.0,4277.0,297500.0,,74368.0,0.0001310112,0.1,1.8574618 +1402.5,1338.135,0.15351965,1112.9258,4770000.0,4286.0,298125.0,,74528.0,0.0001307552,0.1,1.6099694 +1369.1,1339.6729,0.053906124,1113.1812,4780000.0,4294.0,298750.0,,74656.0,0.0001305504,0.1,1.6922001 +1332.4,1340.726,0.1583883,1113.4357,4790000.0,4302.0,299375.0,,74816.0,0.0001302944,0.1,1.4878726 +1332.0,1341.942,0.16601692,1113.4308,4800000.0,4311.0,300000.0,,74976.0,0.0001300384,0.1,1.536302 +1338.6,1342.823,0.1588123,1113.4259,4810000.0,4320.0,300625.0,,75136.0,0.0001297824,0.1,1.5940919 +1362.1,1343.9147,0.09048182,1113.6783,4820000.0,4328.0,301250.0,,75296.0,0.0001295264,0.1,1.5115943 +1377.3,1345.0288,0.2705801,1113.4164,4830000.0,4338.0,301875.0,,75456.0,0.0001292704,0.1,1.5948179 +1374.4,1346.114,0.12527777,1113.4115,4840000.0,4347.0,302500.0,,75616.0,0.0001290144,0.1,1.6170944 +1398.5,1347.317,0.13611029,1113.4067,4850000.0,4356.0,303125.0,,75776.0,0.0001287584,0.1,1.6264061 +1381.7,1348.6179,0.036005016,1113.4021,4860000.0,4365.0,303750.0,,75936.0,0.0001285024,0.1,1.4949086 +1374.3,1349.4019,0.099424265,1113.652,4870000.0,4373.0,304375.0,,76064.0,0.0001282976,0.1,1.655159 +1423.0,1350.476,0.09410887,1113.3927,4880000.0,4383.0,305000.0,,76224.0,0.0001280416,0.1,1.5773289 +1428.8,1352.0309,0.061176233,1113.388,4890000.0,4392.0,305625.0,,76384.0,0.0001277856,0.1,1.6289451 +1403.3,1353.593,0.04523073,1113.3833,4900000.0,4401.0,306250.0,,76544.0,0.0001275296,0.1,1.8434678 +1396.6,1354.7139,0.105521336,1113.6312,4910000.0,4409.0,306875.0,,76704.0,0.0001272736,0.1,1.512654 +1417.5,1355.385,0.1594945,1113.6261,4920000.0,4418.0,307500.0,,76864.0,0.0001270176,0.1,1.5899818 +1436.3,1355.9739,0.09091791,1113.8726,4930000.0,4426.0,308125.0,,77024.0,0.0001267616,0.1,1.5473645 +1454.8,1356.4259,0.0917619,1113.867,4940000.0,4435.0,308750.0,,77184.0,0.0001265056,0.1,1.7124784 +1447.5,1356.8019,0.06359432,1114.112,4950000.0,4443.0,309375.0,,77312.0,0.0001263008,0.1,1.8019414 +1402.9,1356.4261,0.06173232,1113.8558,4960000.0,4453.0,310000.0,,77472.0,0.0001260448,0.1,1.6049296 +1382.5,1355.9111,0.118091196,1113.8503,4970000.0,4462.0,310625.0,,77632.0,0.0001257888,0.1,1.6961303 +1396.8,1355.597,0.022637026,1113.8447,4980000.0,4471.0,311250.0,,77792.0,0.0001255328,0.1,1.5764247 +1390.9,1355.8241,0.19553125,1113.8392,4990000.0,4480.0,311875.0,,77952.0,0.0001252768,0.1,1.7163041 +1377.1,1355.8921,0.14926931,1114.082,5000000.0,4488.0,312500.0,,78112.0,0.0001250208,0.1,1.6255128 +1358.1,1356.3489,0.061540123,1114.3239,5010000.0,4496.0,313125.0,,78272.0,0.0001247648,0.1,1.7929702 +1343.2,1356.6539,0.065307446,1114.3174,5020000.0,4505.0,313750.0,,78432.0,0.0001245088,0.1,1.5481787 +1330.2,1356.8679,0.14315985,1114.311,5030000.0,4514.0,314375.0,,78592.0,0.0001242528,0.1,1.3981898 +1376.9,1357.1681,0.027076969,1114.551,5040000.0,4522.0,315000.0,,78720.0,0.000124048,0.1,1.6677984 +1392.9,1357.1472,0.12226025,1114.5443,5050000.0,4531.0,315625.0,,78880.0,0.000123792,0.1,1.6970718 +1399.9,1357.3081,0.16475153,1114.783,5060000.0,4539.0,316250.0,,79040.0,0.000123536,0.1,1.7766732 +1391.0,1356.9252,0.02990699,1114.5306,5070000.0,4549.0,316875.0,,79200.0,0.00012328,0.1,1.5893651 +1400.5,1356.639,0.11506001,1114.5239,5080000.0,4558.0,317500.0,,79360.0,0.000123024,0.1,1.5626583 +1397.7,1356.437,0.1099415,1114.5172,5090000.0,4567.0,318125.0,,79520.0,0.000122768,0.1,1.5085716 +1405.6,1355.798,0.1560751,1114.5105,5100000.0,4576.0,318750.0,,79680.0,0.000122512,0.1,1.6256433 +1433.5,1355.6339,0.08426773,1114.5038,5110000.0,4585.0,319375.0,,79840.0,0.000122256,0.1,1.6493666 +1487.6,1355.9148,0.11644253,1114.7399,5120000.0,4593.0,320000.0,,80000.0,0.000122,0.1,1.5213708 +1459.4,1356.3821,0.10521751,1114.975,5130000.0,4601.0,320625.0,,80128.0,0.0001217952,0.1,1.6717684 +1456.2,1357.052,0.07469003,1114.9674,5140000.0,4610.0,321250.0,,80288.0,0.0001215392,0.1,1.7092066 +1448.4,1357.5051,0.18017541,1114.96,5150000.0,4619.0,321875.0,,80448.0,0.0001212832,0.1,1.4443859 +1475.9,1358.4711,-0.00026710634,1115.1935,5160000.0,4627.0,322500.0,,80608.0,0.0001210272,0.1,1.5141463 +1507.4,1359.9933,0.1577998,1115.1855,5170000.0,4636.0,323125.0,,80768.0,0.0001207712,0.1,1.7305317 +1520.0,1362.0792,0.18562391,1115.4177,5180000.0,4644.0,323750.0,,80928.0,0.0001205152,0.1,1.4936507 +1509.5,1363.8961,0.11368602,1115.1698,5190000.0,4654.0,324375.0,,81088.0,0.0001202592,0.1,1.6047004 +1479.7,1365.19,0.07664397,1115.1619,5200000.0,4663.0,325000.0,,81248.0,0.0001200032,0.1,1.549755 +1491.7,1366.197,0.07875057,1115.3928,5210000.0,4671.0,325625.0,,81376.0,0.0001197984,0.1,1.5224633 +1490.5,1367.3121,0.024455803,1115.3846,5220000.0,4680.0,326250.0,,81536.0,0.0001195424,0.1,1.4330401 +1514.5,1369.1161,0.08134839,1115.3765,5230000.0,4689.0,326875.0,,81696.0,0.0001192864,0.1,1.3925899 +1494.8,1370.775,0.12648746,1115.3683,5240000.0,4698.0,327500.0,,81856.0,0.0001190304,0.1,1.4872684 +1483.7,1371.9241,0.14688212,1115.3601,5250000.0,4707.0,328125.0,,82016.0,0.0001187744,0.1,1.4748533 +1525.7,1373.423,0.106100544,1115.352,5260000.0,4716.0,328750.0,,82176.0,0.0001185184,0.1,1.5961926 +1518.8,1375.34,0.16454332,1115.58,5270000.0,4724.0,329375.0,,82336.0,0.0001182624,0.1,1.5440164 +1474.6,1376.7998,0.17871052,1115.3358,5280000.0,4734.0,330000.0,,82496.0,0.0001180064,0.1,1.3879249 +1477.4,1378.6382,0.05674669,1115.3279,5290000.0,4743.0,330625.0,,82656.0,0.0001177504,0.1,1.6779065 +1481.1,1380.6989,0.1959542,1115.5546,5300000.0,4751.0,331250.0,,82784.0,0.0001175456,0.1,1.4584143 +1472.8,1381.7048,0.05886846,1115.5463,5310000.0,4760.0,331875.0,,82944.0,0.0001172896,0.1,1.549835 +1490.6,1382.9957,-0.01054612,1115.5378,5320000.0,4769.0,332500.0,,83104.0,0.0001170336,0.1,1.5715526 +1487.5,1384.4348,0.054004565,1115.5295,5330000.0,4778.0,333125.0,,83264.0,0.0001167776,0.1,1.5906334 +1447.1,1386.0958,0.20268063,1115.5212,5340000.0,4787.0,333750.0,,83424.0,0.0001165216,0.1,1.4278905 +1455.6,1387.2828,0.11115732,1115.513,5350000.0,4796.0,334375.0,,83584.0,0.0001162656,0.1,1.3344672 +1455.9,1388.6559,0.08280867,1115.5046,5360000.0,4805.0,335000.0,,83744.0,0.0001160096,0.1,1.4117248 +1484.2,1390.3789,0.094552286,1115.7283,5370000.0,4813.0,335625.0,,83904.0,0.0001157536,0.1,1.5036114 +1500.5,1392.4102,0.13063857,1115.951,5380000.0,4821.0,336250.0,,84032.0,0.0001155488,0.1,1.5717423 +1500.0,1395.0142,0.061330628,1115.942,5390000.0,4830.0,336875.0,,84192.0,0.0001152928,0.1,1.7404902 +1467.6,1396.9691,0.12083846,1116.1637,5400000.0,4838.0,337500.0,,84352.0,0.0001150368,0.1,1.7192693 +1447.7,1398.62,0.06545549,1116.1543,5410000.0,4847.0,338125.0,,84512.0,0.0001147808,0.1,1.5118324 +1447.2,1400.3041,0.00014500692,1116.3749,5420000.0,4855.0,338750.0,,84672.0,0.0001145248,0.1,1.6336493 +1468.7,1402.4302,0.08328225,1116.3651,5430000.0,4864.0,339375.0,,84832.0,0.0001142688,0.1,1.5363196 +1427.3,1403.8131,0.057270274,1116.3555,5440000.0,4873.0,340000.0,,84992.0,0.0001140128,0.1,1.7531309 +1435.8,1404.973,0.08006693,1116.3457,5450000.0,4882.0,340625.0,,85152.0,0.0001137568,0.1,1.7176886 +1399.8,1406.0659,0.09210519,1116.1079,5460000.0,4892.0,341250.0,,85312.0,0.0001135008,0.1,1.8109708 +1386.3,1406.5928,0.16787405,1116.3265,5470000.0,4900.0,341875.0,,85440.0,0.000113296,0.1,1.65519 +1388.2,1407.3009,0.14711533,1116.317,5480000.0,4909.0,342500.0,,85600.0,0.00011304,0.1,1.461724 +1386.1,1408.1058,0.118422575,1116.5344,5490000.0,4917.0,343125.0,,85760.0,0.000112784,0.1,1.777704 +1384.6,1408.6809,0.0042451825,1116.5245,5500000.0,4926.0,343750.0,,85920.0,0.000112528,0.1,1.3840733 +1342.7,1408.958,0.032119166,1116.2885,5510000.0,4936.0,344375.0,,86080.0,0.000112272,0.1,1.7667203 +1392.3,1409.7308,0.12531208,1116.279,5520000.0,4945.0,345000.0,,86240.0,0.000112016,0.1,1.4907789 +1406.1,1411.0479,0.0297197,1116.495,5530000.0,4953.0,345625.0,,86400.0,0.00011176,0.1,1.6046784 +1449.7,1412.7579,0.17992887,1116.2604,5540000.0,4963.0,346250.0,,86560.0,0.000111504,0.1,1.8220763 +1459.2,1414.3921,0.073954195,1116.4756,5550000.0,4971.0,346875.0,,86688.0,0.0001112992,0.1,1.696062 +1449.7,1415.49,0.039893072,1116.4658,5560000.0,4980.0,347500.0,,86848.0,0.0001110432,0.1,1.5301297 +1499.6,1416.943,0.018081332,1116.4562,5570000.0,4989.0,348125.0,,87008.0,0.0001107872,0.1,1.8149986 +1499.8,1418.403,0.11825064,1116.4465,5580000.0,4998.0,348750.0,,87168.0,0.0001105312,0.1,1.6381531 +1501.4,1420.065,0.06946029,1116.437,5590000.0,5007.0,349375.0,,87328.0,0.0001102752,0.1,1.8689677 +1494.5,1421.441,0.033108868,1116.65,5600000.0,5015.0,350000.0,,87488.0,0.0001100192,0.1,1.6038668 +1513.9,1422.8501,0.07975173,1116.418,5610000.0,5025.0,350625.0,,87648.0,0.0001097632,0.1,1.4411224 +1476.1,1423.6481,0.14193498,1115.9651,5620000.0,5036.0,351250.0,,87808.0,0.0001095072,0.1,1.5017219 +1485.1,1424.6931,0.098248236,1116.1776,5630000.0,5044.0,351875.0,,87968.0,0.0001092512,0.1,1.4280245 +1526.4,1426.237,0.1009148,1116.3895,5640000.0,5052.0,352500.0,,88096.0,0.0001090464,0.1,1.5031145 +1555.0,1428.2019,0.028536005,1116.3801,5650000.0,5061.0,353125.0,,88256.0,0.0001087904,0.1,1.5051663 +1511.9,1429.9331,0.08817508,1116.3708,5660000.0,5070.0,353750.0,,88416.0,0.0001085344,0.1,1.6449716 +1504.5,1431.2972,0.08781762,1116.3615,5670000.0,5079.0,354375.0,,88576.0,0.0001082784,0.1,1.5058558 +1526.4,1432.8011,0.09155474,1116.3522,5680000.0,5088.0,355000.0,,88736.0,0.0001080224,0.1,1.4212389 +1536.4,1434.8872,0.13249658,1116.3429,5690000.0,5097.0,355625.0,,88896.0,0.0001077664,0.1,1.7427671 +1529.2,1436.827,0.13045833,1116.3337,5700000.0,5106.0,356250.0,,89056.0,0.0001075104,0.1,1.5238411 +1527.3,1438.4552,0.10334372,1116.5428,5710000.0,5114.0,356875.0,,89216.0,0.0001072544,0.1,1.6382885 +1527.6,1440.394,0.012508113,1116.7512,5720000.0,5122.0,357500.0,,89344.0,0.0001070496,0.1,1.658731 +1503.5,1441.8239,0.15474388,1116.7413,5730000.0,5131.0,358125.0,,89504.0,0.0001067936,0.1,1.6892073 +1470.0,1442.7518,0.106839456,1116.5143,5740000.0,5141.0,358750.0,,89664.0,0.0001065376,0.1,1.7052994 +1466.1,1443.8348,0.04579068,1116.7217,5750000.0,5149.0,359375.0,,89824.0,0.0001062816,0.1,1.5070056 +1447.6,1444.6278,0.05086238,1116.9285,5760000.0,5157.0,360000.0,,89984.0,0.0001060256,0.1,1.7083935 +1434.5,1444.9478,0.1887979,1116.9183,5770000.0,5166.0,360625.0,,90144.0,0.0001057696,0.1,1.5143808 +1409.7,1445.3539,0.09287177,1117.124,5780000.0,5174.0,361250.0,,90304.0,0.0001055136,0.1,1.5572734 +1421.6,1446.2457,0.040522832,1117.1136,5790000.0,5183.0,361875.0,,90464.0,0.0001052576,0.1,1.4749824 +1476.0,1447.6858,0.096814305,1117.1033,5800000.0,5192.0,362500.0,,90624.0,0.0001050016,0.1,1.3240572 +1467.7,1448.977,0.1404787,1117.3077,5810000.0,5200.0,363125.0,,90752.0,0.0001047968,0.1,1.6762089 +1454.3,1449.8988,0.060273882,1117.5115,5820000.0,5208.0,363750.0,,90912.0,0.0001045408,0.1,1.5578994 +1456.7,1450.693,0.05958958,1117.5005,5830000.0,5217.0,364375.0,,91072.0,0.0001042848,0.1,1.5253708 +1460.2,1451.5509,0.14315562,1117.4895,5840000.0,5226.0,365000.0,,91232.0,0.0001040288,0.1,1.7577097 +1463.0,1452.196,0.13386188,1117.4785,5850000.0,5235.0,365625.0,,91392.0,0.0001037728,0.1,1.4363344 +1444.6,1452.825,0.010960189,1117.4675,5860000.0,5244.0,366250.0,,91552.0,0.0001035168,0.1,1.8074985 +1455.4,1453.636,0.16062525,1117.6694,5870000.0,5252.0,366875.0,,91712.0,0.0001032608,0.1,1.5803438 +1420.2,1453.6079,0.10088455,1117.8707,5880000.0,5260.0,367500.0,,91872.0,0.0001030048,0.1,1.605117 +1407.0,1453.3899,0.0661232,1118.0714,5890000.0,5268.0,368125.0,,92000.0,0.0001028,0.1,1.5334349 +1403.4,1453.3911,0.12286081,1118.2714,5900000.0,5276.0,368750.0,,92160.0,0.000102544,0.1,1.5864334 +1460.9,1454.034,0.09119263,1118.2593,5910000.0,5285.0,369375.0,,92320.0,0.000102288,0.1,1.4862921 +1477.2,1454.6311,0.1127957,1118.4584,5920000.0,5293.0,370000.0,,92480.0,0.000102032,0.1,1.6123872 +1459.5,1454.8632,0.09460667,1118.4459,5930000.0,5302.0,370625.0,,92640.0,0.000101776,0.1,1.4097521 +1460.5,1454.92,0.057786476,1118.644,5940000.0,5310.0,371250.0,,92800.0,0.00010152,0.1,1.5318344 +1439.2,1454.837,0.06279513,1118.6313,5950000.0,5319.0,371875.0,,92960.0,0.000101264,0.1,1.3079972 +1424.8,1455.0559,0.0039807386,1118.6187,5960000.0,5328.0,372500.0,,93120.0,0.000101008,0.1,1.7500517 +1413.1,1455.3618,0.021819478,1118.8156,5970000.0,5336.0,373125.0,,93280.0,0.000100752,0.1,1.7773046 +1398.7,1455.3807,0.09570876,1119.012,5980000.0,5344.0,373750.0,,93408.0,0.0001005472,0.1,1.5377445 +1395.9,1455.4309,0.12325457,1119.2078,5990000.0,5352.0,374375.0,,93568.0,0.0001002912,0.1,1.4848267 +1370.7,1455.3671,0.049363486,1118.9855,6000000.0,5362.0,375000.0,,93728.0,0.0001000352,0.1,1.6965353 +1354.1,1455.3271,0.15594961,1118.9723,6010000.0,5371.0,375625.0,,93888.0,9.97792e-05,0.1,1.4828632 +1360.4,1455.499,0.062010624,1119.1671,6020000.0,5379.0,376250.0,,94048.0,9.95232e-05,0.1,1.6035057 +1418.4,1456.3811,0.14890908,1119.1537,6030000.0,5388.0,376875.0,,94208.0,9.92672e-05,0.1,1.7320275 +1433.1,1456.943,0.10786069,1119.1403,6040000.0,5397.0,377500.0,,94368.0,9.90112e-05,0.1,1.7197709 +1445.5,1457.4691,0.1272034,1119.127,6050000.0,5406.0,378125.0,,94528.0,9.87552e-05,0.1,1.7102921 +1457.6,1458.0459,0.0384324,1119.5271,6060000.0,5413.0,378750.0,,94656.0,9.85504e-05,0.1,1.5451756 +1447.7,1458.6129,0.11011609,1119.5131,6070000.0,5422.0,379375.0,,94816.0,9.82944e-05,0.1,1.5221889 +1476.8,1459.376,0.31445724,1119.4991,6080000.0,5431.0,380000.0,,94976.0,9.80384e-05,0.1,1.7381904 +1480.6,1460.205,0.021959115,1119.6912,6090000.0,5439.0,380625.0,,95136.0,9.77824e-05,0.1,1.6203573 +1483.3,1460.9819,0.07735788,1119.677,6100000.0,5448.0,381250.0,,95296.0,9.75264e-05,0.1,1.52867 +1448.8,1461.1349,0.10570195,1119.868,6110000.0,5456.0,381875.0,,95456.0,9.72704e-05,0.1,1.5261395 +1437.3,1460.6318,0.14534527,1119.8536,6120000.0,5465.0,382500.0,,95616.0,9.70144e-05,0.1,1.4119153 +1442.2,1460.46,0.060282163,1119.6346,6130000.0,5475.0,383125.0,,95776.0,9.67584e-05,0.1,1.6621925 +1425.1,1460.1489,0.05296179,1119.6207,6140000.0,5484.0,383750.0,,95936.0,9.65024e-05,0.1,1.375772 +1436.1,1460.0259,0.080369234,1119.8107,6150000.0,5492.0,384375.0,,96064.0,9.62976e-05,0.1,1.4178358 +1396.8,1459.235,0.06504707,1119.7964,6160000.0,5501.0,385000.0,,96224.0,9.60416e-05,0.1,1.5678265 +1400.8,1458.1687,0.15831767,1119.7822,6170000.0,5510.0,385625.0,,96384.0,9.57856e-05,0.1,1.551039 +1400.7,1456.976,0.105036125,1119.5652,6180000.0,5520.0,386250.0,,96544.0,9.55296e-05,0.1,1.7653607 +1416.8,1456.049,0.10174425,1119.754,6190000.0,5528.0,386875.0,,96704.0,9.52736e-05,0.1,1.5263926 +1398.6,1455.2379,0.19720554,1119.74,6200000.0,5537.0,387500.0,,96864.0,9.50176e-05,0.1,1.4912474 +1399.7,1454.318,0.053635336,1119.726,6210000.0,5546.0,388125.0,,97024.0,9.47616e-05,0.1,1.633914 +1385.4,1453.2668,0.009391291,1119.7119,6220000.0,5555.0,388750.0,,97184.0,9.45056e-05,0.1,1.5933027 +1364.3,1451.765,0.09344681,1120.1007,6230000.0,5562.0,389375.0,,97312.0,9.43008e-05,0.1,1.519214 +1357.1,1450.388,0.07065537,1120.0862,6240000.0,5571.0,390000.0,,97472.0,9.40448e-05,0.1,1.837246 +1341.3,1448.9641,0.14854233,1120.2725,6250000.0,5579.0,390625.0,,97632.0,9.37888e-05,0.1,1.4390545 +1344.5,1447.1519,0.03179746,1120.2577,6260000.0,5588.0,391250.0,,97792.0,9.35328e-05,0.1,1.3784926 +1366.3,1445.6268,0.09110562,1120.4431,6270000.0,5596.0,391875.0,,97952.0,9.32768e-05,0.1,1.7227536 +1357.3,1444.4539,0.042326692,1120.4282,6280000.0,5605.0,392500.0,,98112.0,9.30208e-05,0.1,1.5229461 +1382.7,1443.5071,0.1403163,1120.6129,6290000.0,5613.0,393125.0,,98272.0,9.27648e-05,0.1,1.4289347 +1388.6,1442.582,0.06990627,1120.797,6300000.0,5621.0,393750.0,,98432.0,9.25088e-05,0.1,1.6195092 +1396.8,1441.822,0.06181764,1120.9806,6310000.0,5629.0,394375.0,,98592.0,9.22528e-05,0.1,1.3790845 +1417.5,1441.091,0.15153027,1121.3627,6320000.0,5636.0,395000.0,,98720.0,9.2048e-05,0.1,1.6191907 +1447.2,1440.688,0.03426599,1121.545,6330000.0,5644.0,395625.0,,98880.0,9.1792e-05,0.1,1.4689348 +1503.9,1441.256,0.017471824,1121.5284,6340000.0,5653.0,396250.0,,99040.0,9.1536e-05,0.1,1.8756751 +1501.5,1441.7152,0.14742827,1121.5118,6350000.0,5662.0,396875.0,,99200.0,9.128e-05,0.1,1.6176629 +1526.5,1442.4211,0.13096647,1121.6931,6360000.0,5670.0,397500.0,,99360.0,9.1024e-05,0.1,1.8516243 +1471.5,1442.2941,0.12822588,1121.4789,6370000.0,5680.0,398125.0,,99520.0,9.0768e-05,0.1,1.7443541 +1461.4,1441.903,0.20622587,1121.6597,6380000.0,5688.0,398750.0,,99680.0,9.0512e-05,0.1,1.5808578 +1462.0,1441.523,0.120098546,1121.643,6390000.0,5697.0,399375.0,,99840.0,9.0256e-05,0.1,1.5133373 +1493.9,1441.7861,0.04750702,1121.4298,6400000.0,5707.0,400000.0,,100000.0,9e-05,0.1,1.4511387 +1524.0,1442.5491,0.16267072,1121.4136,6410000.0,5716.0,400625.0,,100128.0,8.97952e-05,0.1,1.7050316 +1532.1,1443.398,0.15591207,1121.3973,6420000.0,5725.0,401250.0,,100288.0,8.95392e-05,0.1,1.9276285 +1508.2,1443.793,0.16878796,1121.3812,6430000.0,5734.0,401875.0,,100448.0,8.92832e-05,0.1,1.6034423 +1502.7,1444.547,0.036669075,1121.3651,6440000.0,5743.0,402500.0,,100608.0,8.90272e-05,0.1,1.5547771 +1504.3,1445.232,-0.016557083,1121.5441,6450000.0,5751.0,403125.0,,100768.0,8.87712e-05,0.1,1.3386497 +1520.0,1446.4341,0.10643001,1121.5278,6460000.0,5760.0,403750.0,,100928.0,8.85152e-05,0.1,1.516262 +1536.2,1447.933,0.094962776,1121.3171,6470000.0,5770.0,404375.0,,101088.0,8.82592e-05,0.1,1.6253078 +1587.9,1449.93,0.062440313,1121.4954,6480000.0,5778.0,405000.0,,101248.0,8.80032e-05,0.1,1.6171649 +1553.1,1451.6,0.06591799,1121.673,6490000.0,5786.0,405625.0,,101376.0,8.77984e-05,0.1,1.5075698 +1551.5,1453.269,0.17794187,1121.4631,6500000.0,5796.0,406250.0,,101536.0,8.75424e-05,0.1,1.5807326 +1512.0,1454.9619,0.03840842,1121.0608,6510000.0,5807.0,406875.0,,101696.0,8.72864e-05,0.1,1.4758174 +1519.8,1456.237,-0.016898457,1121.0454,6520000.0,5816.0,407500.0,,101856.0,8.70304e-05,0.1,1.5547255 +1539.2,1457.568,0.0030452134,1121.03,6530000.0,5825.0,408125.0,,102016.0,8.67744e-05,0.1,1.3810666 +1510.1,1458.1719,0.12073833,1121.0148,6540000.0,5834.0,408750.0,,102176.0,8.65184e-05,0.1,1.3999515 +1501.1,1458.591,0.13118553,1121.1914,6550000.0,5842.0,409375.0,,102336.0,8.62624e-05,0.1,1.3528973 +1504.6,1459.1399,0.066744424,1121.1759,6560000.0,5851.0,410000.0,,102496.0,8.60064e-05,0.1,1.7602547 +1531.6,1459.4597,0.11758067,1121.3518,6570000.0,5859.0,410625.0,,102656.0,8.57504e-05,0.1,1.57244 +1518.1,1459.6427,0.036783185,1121.336,6580000.0,5868.0,411250.0,,102784.0,8.55456e-05,0.1,1.4112812 +1504.5,1459.6737,0.02721976,1121.5112,6590000.0,5876.0,411875.0,,102944.0,8.52896e-05,0.1,1.6116916 +1522.9,1459.9578,0.13801943,1121.4954,6600000.0,5885.0,412500.0,,103104.0,8.50336e-05,0.1,1.8458619 +1472.5,1459.544,0.062281787,1121.6698,6610000.0,5893.0,413125.0,,103264.0,8.47776e-05,0.1,1.602996 +1534.0,1460.1232,0.104330674,1121.6537,6620000.0,5902.0,413750.0,,103424.0,8.45216e-05,0.1,1.4996445 +1580.1,1461.073,0.052704465,1121.6376,6630000.0,5911.0,414375.0,,103584.0,8.42656e-05,0.1,1.5400913 +1590.4,1461.713,-0.0066099633,1121.8112,6640000.0,5919.0,415000.0,,103744.0,8.40096e-05,0.1,1.35666 +1606.8,1462.231,0.10669492,1121.7949,6650000.0,5928.0,415625.0,,103904.0,8.37536e-05,0.1,1.4839681 +1587.0,1462.982,0.15797852,1121.9677,6660000.0,5936.0,416250.0,,104032.0,8.35488e-05,0.1,1.5308225 +1601.9,1463.956,0.11412054,1121.9512,6670000.0,5945.0,416875.0,,104192.0,8.32928e-05,0.1,1.4836001 +1608.6,1464.778,0.065802045,1122.1233,6680000.0,5953.0,417500.0,,104352.0,8.30368e-05,0.1,1.5939897 +1593.7,1465.3511,0.10879107,1121.9185,6690000.0,5963.0,418125.0,,104512.0,8.27808e-05,0.1,1.5170228 +1531.4,1465.3729,0.12223842,1122.0901,6700000.0,5971.0,418750.0,,104672.0,8.25248e-05,0.1,1.5127096 +1510.3,1465.203,0.086034894,1121.886,6710000.0,5981.0,419375.0,,104832.0,8.22688e-05,0.1,1.4902449 +1460.0,1464.527,0.16095248,1121.8698,6720000.0,5990.0,420000.0,,104992.0,8.20128e-05,0.1,1.6190825 +1425.3,1463.745,0.13729103,1121.8536,6730000.0,5999.0,420625.0,,105152.0,8.17568e-05,0.1,1.5744252 +1398.7,1463.032,0.1570696,1122.0243,6740000.0,6007.0,421250.0,,105312.0,8.15008e-05,0.1,1.6851594 +1396.2,1462.333,0.15129116,1122.1945,6750000.0,6015.0,421875.0,,105440.0,8.1296e-05,0.1,1.4686923 +1387.2,1461.729,0.07713505,1121.9917,6760000.0,6025.0,422500.0,,105600.0,8.104e-05,0.1,1.6337631 +1393.0,1461.3141,0.019191124,1122.1615,6770000.0,6033.0,423125.0,,105760.0,8.0784e-05,0.1,1.6506492 +1432.8,1461.545,0.059346486,1122.145,6780000.0,6042.0,423750.0,,105920.0,8.0528e-05,0.1,1.3913702 +1409.4,1461.4231,0.03647345,1122.1285,6790000.0,6051.0,424375.0,,106080.0,8.0272e-05,0.1,1.3943219 +1427.2,1460.935,0.059267443,1122.1122,6800000.0,6060.0,425000.0,,106240.0,8.0016e-05,0.1,1.3893967 +1409.9,1460.3572,0.11239092,1122.096,6810000.0,6069.0,425625.0,,106400.0,7.976e-05,0.1,1.3845103 +1421.4,1460.0281,0.1628669,1122.2643,6820000.0,6077.0,426250.0,,106560.0,7.9504e-05,0.1,1.4935123 +1383.4,1459.2952,0.07902947,1122.2478,6830000.0,6086.0,426875.0,,106688.0,7.92992e-05,0.1,1.3684111 +1407.6,1458.769,0.07255607,1122.2313,6840000.0,6095.0,427500.0,,106848.0,7.90432e-05,0.1,1.4564834 +1421.2,1458.3511,0.20192347,1122.215,6850000.0,6104.0,428125.0,,107008.0,7.87872e-05,0.1,1.7371265 +1380.2,1457.7069,0.027937248,1122.3822,6860000.0,6112.0,428750.0,,107168.0,7.85312e-05,0.1,1.636802 +1437.6,1457.5288,0.10649935,1122.3656,6870000.0,6121.0,429375.0,,107328.0,7.82752e-05,0.1,1.579218 +1411.9,1457.4459,0.12178336,1122.3491,6880000.0,6130.0,430000.0,,107488.0,7.80192e-05,0.1,1.416099 +1405.8,1457.434,0.013773562,1122.1498,6890000.0,6140.0,430625.0,,107648.0,7.77632e-05,0.1,1.4329739 +1438.0,1457.7798,0.107083485,1122.3162,6900000.0,6148.0,431250.0,,107808.0,7.75072e-05,0.1,1.4071071 +1452.7,1457.698,0.13631885,1122.2998,6910000.0,6157.0,431875.0,,107968.0,7.72512e-05,0.1,1.5732766 +1433.6,1457.2618,0.056974493,1122.4656,6920000.0,6165.0,432500.0,,108096.0,7.70464e-05,0.1,1.6766748 +1412.9,1456.7959,0.048856486,1122.2672,6930000.0,6175.0,433125.0,,108256.0,7.67904e-05,0.1,1.4045272 +1432.8,1456.519,0.022380222,1121.8882,6940000.0,6186.0,433750.0,,108416.0,7.65344e-05,0.1,1.5793395 +1384.5,1455.972,0.07675256,1121.8724,6950000.0,6195.0,434375.0,,108576.0,7.62784e-05,0.1,1.5215938 +1392.8,1455.652,0.124166064,1122.0377,6960000.0,6203.0,435000.0,,108736.0,7.60224e-05,0.1,1.7263273 +1414.4,1455.665,0.054199144,1122.2025,6970000.0,6211.0,435625.0,,108896.0,7.57664e-05,0.1,1.7873205 +1462.1,1456.2991,0.10944109,1122.1865,6980000.0,6220.0,436250.0,,109056.0,7.55104e-05,0.1,1.4829732 +1455.8,1456.8981,0.19080466,1122.1705,6990000.0,6229.0,436875.0,,109216.0,7.52544e-05,0.1,1.4480569 +1471.9,1457.91,0.032230575,1122.5144,7000000.0,6236.0,437500.0,,109344.0,7.50496e-05,0.1,1.7183475 +1505.6,1459.425,0.00053790817,1122.498,7010000.0,6245.0,438125.0,,109504.0,7.47936e-05,0.1,1.4087197 +1511.1,1460.932,0.13545327,1122.6611,7020000.0,6253.0,438750.0,,109664.0,7.45376e-05,0.1,1.3464353 +1505.1,1461.799,0.16628417,1122.8239,7030000.0,6261.0,439375.0,,109824.0,7.42816e-05,0.1,1.5565088 +1505.5,1462.5228,0.064699955,1122.6279,7040000.0,6271.0,440000.0,,109984.0,7.40256e-05,0.1,1.6966665 +1507.6,1463.1439,0.07005246,1122.9691,7050000.0,6278.0,440625.0,,110144.0,7.37696e-05,0.1,1.6046675 +1496.5,1463.5328,0.108262174,1123.1307,7060000.0,6286.0,441250.0,,110304.0,7.35136e-05,0.1,1.5408115 +1460.2,1463.658,0.18063961,1123.4706,7070000.0,6293.0,441875.0,,110464.0,7.32576e-05,0.1,1.2311087 +1426.9,1463.159,0.06604296,1123.9879,7080000.0,6299.0,442500.0,,110624.0,7.30016e-05,0.1,1.3486949 +1437.0,1462.7231,0.06842443,1124.326,7090000.0,6306.0,443125.0,,110752.0,7.27968e-05,0.1,1.4795928 +1397.7,1461.8672,0.13372909,1124.6635,7100000.0,6313.0,443750.0,,110912.0,7.25408e-05,0.1,1.3789296 +1378.7,1461.1663,0.09548599,1124.644,7110000.0,6322.0,444375.0,,111072.0,7.22848e-05,0.1,1.3598887 +1377.2,1460.5652,0.1761179,1124.9802,7120000.0,6329.0,445000.0,,111232.0,7.20288e-05,0.1,1.55017 +1376.8,1459.9109,0.09500566,1125.3157,7130000.0,6336.0,445625.0,,111392.0,7.17728e-05,0.1,1.688029 +1369.7,1459.3572,0.08514045,1125.6503,7140000.0,6343.0,446250.0,,111552.0,7.15168e-05,0.1,1.3587654 +1373.5,1458.7311,0.028895494,1125.807,7150000.0,6351.0,446875.0,,111712.0,7.12608e-05,0.1,1.4329464 +1373.5,1458.4982,0.08410538,1125.9633,7160000.0,6359.0,447500.0,,111872.0,7.10048e-05,0.1,1.3024986 +1379.4,1458.2842,0.038551155,1126.2959,7170000.0,6366.0,448125.0,,112000.0,7.08e-05,0.1,1.3172245 +1403.1,1458.3081,0.15349422,1126.4512,7180000.0,6374.0,448750.0,,112160.0,7.0544e-05,0.1,1.5554717 +1403.2,1458.172,0.052970663,1126.6061,7190000.0,6382.0,449375.0,,112320.0,7.0288e-05,0.1,1.4712118 +1443.4,1458.6201,0.0922349,1126.7606,7200000.0,6390.0,450000.0,,112480.0,7.0032e-05,0.1,1.7612478 +1450.4,1459.1272,0.13389795,1127.0908,7210000.0,6397.0,450625.0,,112640.0,6.9776e-05,0.1,1.4314734 +1444.7,1459.7203,0.041370053,1127.2444,7220000.0,6405.0,451250.0,,112800.0,6.952e-05,0.1,1.7208257 +1457.5,1460.6522,0.17544097,1127.3975,7230000.0,6413.0,451875.0,,112960.0,6.9264e-05,0.1,1.6248888 +1450.1,1461.582,0.06994595,1127.7258,7240000.0,6420.0,452500.0,,113120.0,6.9008e-05,0.1,1.4225199 +1455.6,1462.725,0.1256985,1127.7026,7250000.0,6429.0,453125.0,,113280.0,6.8752e-05,0.1,1.5767785 +1423.1,1463.511,0.1413865,1128.0298,7260000.0,6436.0,453750.0,,113408.0,6.85472e-05,0.1,1.3953166 +1435.7,1464.2048,0.13361861,1128.1813,7270000.0,6444.0,454375.0,,113568.0,6.82912e-05,0.1,1.6372747 +1453.3,1465.165,0.07045479,1128.5072,7280000.0,6451.0,455000.0,,113728.0,6.80352e-05,0.1,1.6753178 +1449.4,1465.8322,0.080139995,1128.6577,7290000.0,6459.0,455625.0,,113888.0,6.77792e-05,0.1,1.5118616 +1450.6,1466.4521,0.08375042,1128.8077,7300000.0,6467.0,456250.0,,114048.0,6.75232e-05,0.1,1.5075351 +1437.6,1466.86,0.2231535,1129.132,7310000.0,6474.0,456875.0,,114208.0,6.72672e-05,0.1,1.5290326 +1447.4,1467.159,0.008965261,1129.2811,7320000.0,6482.0,457500.0,,114368.0,6.70112e-05,0.1,1.411672 +1445.2,1467.139,0.12756485,1129.604,7330000.0,6489.0,458125.0,,114528.0,6.67552e-05,0.1,1.5111637 +1461.3,1466.7131,0.061263613,1129.9261,7340000.0,6496.0,458750.0,,114656.0,6.65504e-05,0.1,1.6363456 +1455.5,1466.2532,0.10589029,1130.0739,7350000.0,6504.0,459375.0,,114816.0,6.62944e-05,0.1,1.5759468 +1448.4,1465.4722,0.12699893,1130.2211,7360000.0,6512.0,460000.0,,114976.0,6.60384e-05,0.1,1.5302737 +1448.1,1465.2379,0.027467988,1130.5415,7370000.0,6519.0,460625.0,,115136.0,6.57824e-05,0.1,1.6407506 +1452.7,1465.1511,0.14936021,1130.6879,7380000.0,6527.0,461250.0,,115296.0,6.55264e-05,0.1,1.5496365 +1470.2,1465.2332,0.11585112,1130.834,7390000.0,6535.0,461875.0,,115456.0,6.52704e-05,0.1,1.600991 +1500.2,1465.2961,0.11634708,1130.9796,7400000.0,6543.0,462500.0,,115616.0,6.50144e-05,0.1,1.5314643 +1526.6,1465.322,0.19902979,1131.125,7410000.0,6551.0,463125.0,,115776.0,6.47584e-05,0.1,1.4546677 +1526.8,1465.2689,0.15427615,1131.27,7420000.0,6559.0,463750.0,,115936.0,6.45024e-05,0.1,1.5167233 +1516.3,1465.3499,0.029649857,1131.4147,7430000.0,6567.0,464375.0,,116064.0,6.42976e-05,0.1,1.5958419 +1486.3,1465.1858,0.07958898,1131.559,7440000.0,6575.0,465000.0,,116224.0,6.40416e-05,0.1,1.3560245 +1481.3,1464.9558,0.13929854,1131.8748,7450000.0,6582.0,465625.0,,116384.0,6.37856e-05,0.1,1.5086739 +1465.8,1464.414,0.12383318,1132.0182,7460000.0,6590.0,466250.0,,116544.0,6.35296e-05,0.1,1.4126151 +1445.5,1463.5068,0.10714668,1132.5045,7470000.0,6596.0,466875.0,,116704.0,6.32736e-05,0.1,1.4103824 +1458.2,1462.2098,0.054645676,1132.6469,7480000.0,6604.0,467500.0,,116864.0,6.30176e-05,0.1,1.4534079 +1407.5,1460.7539,0.07863954,1132.7888,7490000.0,6612.0,468125.0,,117024.0,6.27616e-05,0.1,1.3813102 +1408.2,1459.321,0.07431513,1133.1017,7500000.0,6619.0,468750.0,,117184.0,6.25056e-05,0.1,1.449924 +1386.7,1458.0681,0.10219209,1133.4138,7510000.0,6626.0,469375.0,,117312.0,6.23008e-05,0.1,1.6730351 +1380.8,1456.678,0.18009648,1133.7253,7520000.0,6633.0,470000.0,,117472.0,6.20448e-05,0.1,1.5662013 +1395.6,1455.2421,0.1331794,1134.0361,7530000.0,6640.0,470625.0,,117632.0,6.17888e-05,0.1,1.2877461 +1402.8,1454.169,0.026716106,1134.1757,7540000.0,6648.0,471250.0,,117792.0,6.15328e-05,0.1,1.3683474 +1417.3,1453.3308,0.07847446,1134.315,7550000.0,6656.0,471875.0,,117952.0,6.12768e-05,0.1,1.3806126 +1381.7,1452.102,0.054404467,1134.624,7560000.0,6663.0,472500.0,,118112.0,6.10208e-05,0.1,1.3935668 +1444.1,1451.227,0.20257555,1134.9325,7570000.0,6670.0,473125.0,,118272.0,6.07648e-05,0.1,1.5228374 +1446.5,1450.511,0.11991998,1134.9004,7580000.0,6679.0,473750.0,,118432.0,6.05088e-05,0.1,1.5238383 +1441.0,1449.8761,0.028059535,1135.2079,7590000.0,6686.0,474375.0,,118592.0,6.02528e-05,0.1,1.4794247 +1430.6,1448.9528,0.051409587,1135.5148,7600000.0,6693.0,475000.0,,118720.0,6.0048e-05,0.1,1.4432974 +1404.7,1448.275,0.09015024,1135.6514,7610000.0,6701.0,475625.0,,118880.0,5.9792e-05,0.1,1.419183 +1402.9,1446.9641,0.18545535,1135.957,7620000.0,6708.0,476250.0,,119040.0,5.9536e-05,0.1,1.4614581 +1388.1,1445.0441,0.091887705,1136.2621,7630000.0,6715.0,476875.0,,119200.0,5.928e-05,0.1,1.5369706 +1375.5,1442.8951,0.06237577,1136.3975,7640000.0,6723.0,477500.0,,119360.0,5.9024e-05,0.1,1.3672628 +1340.6,1440.2329,0.058152262,1136.5325,7650000.0,6731.0,478125.0,,119520.0,5.8768e-05,0.1,1.6174816 +1359.0,1437.9528,0.116558336,1136.6671,7660000.0,6739.0,478750.0,,119680.0,5.8512e-05,0.1,1.3021662 +1371.2,1435.646,0.16545027,1136.8015,7670000.0,6747.0,479375.0,,119840.0,5.8256e-05,0.1,1.5564305 +1394.1,1433.501,0.08412395,1136.9355,7680000.0,6755.0,480000.0,,120000.0,5.8e-05,0.1,1.3746417 +1428.6,1431.8499,0.10103582,1137.2375,7690000.0,6762.0,480625.0,,120128.0,5.77952e-05,0.1,1.4992777 +1444.5,1430.9808,0.06387837,1137.3707,7700000.0,6770.0,481250.0,,120288.0,5.75392e-05,0.1,1.6162605 +1454.1,1430.4187,0.059100967,1137.5037,7710000.0,6778.0,481875.0,,120448.0,5.72832e-05,0.1,1.4519143 +1453.5,1430.3538,0.07432786,1137.6364,7720000.0,6786.0,482500.0,,120608.0,5.70272e-05,0.1,1.3897779 +1457.7,1430.678,0.1036076,1137.7687,7730000.0,6794.0,483125.0,,120768.0,5.67712e-05,0.1,1.3650234 +1487.2,1431.5629,0.18408081,1137.9006,7740000.0,6802.0,483750.0,,120928.0,5.65152e-05,0.1,1.4652416 +1468.9,1432.2902,0.08570481,1138.1995,7750000.0,6809.0,484375.0,,121088.0,5.62592e-05,0.1,1.60605 +1476.5,1433.1831,0.11555018,1138.3307,7760000.0,6817.0,485000.0,,121248.0,5.60032e-05,0.1,1.3476055 +1444.4,1433.6971,0.16278103,1138.7953,7770000.0,6823.0,485625.0,,121376.0,5.57984e-05,0.1,1.6304953 +1473.1,1434.1,0.05043762,1138.9255,7780000.0,6831.0,486250.0,,121536.0,5.55424e-05,0.1,1.4309428 +1493.2,1434.938,0.09440809,1139.0554,7790000.0,6839.0,486875.0,,121696.0,5.52864e-05,0.1,1.353503 +1500.1,1435.667,0.04579896,1139.185,7800000.0,6847.0,487500.0,,121856.0,5.50304e-05,0.1,1.2161024 +1490.8,1436.476,0.20899887,1139.3143,7810000.0,6855.0,488125.0,,122016.0,5.47744e-05,0.1,1.5357385 +1434.4,1436.606,0.11233138,1139.4434,7820000.0,6863.0,488750.0,,122176.0,5.45184e-05,0.1,1.5321792 +1443.0,1437.202,0.19561361,1139.5721,7830000.0,6871.0,489375.0,,122336.0,5.42624e-05,0.1,1.3777688 +1449.9,1437.6251,0.07567697,1139.7006,7840000.0,6879.0,490000.0,,122496.0,5.40064e-05,0.1,1.8064194 +1432.8,1437.7411,0.12860589,1139.8286,7850000.0,6887.0,490625.0,,122656.0,5.37504e-05,0.1,1.4674833 +1399.9,1437.9381,0.047830015,1140.1218,7860000.0,6894.0,491250.0,,122784.0,5.35456e-05,0.1,1.6175073 +1400.6,1437.568,0.020845419,1140.4144,7870000.0,6901.0,491875.0,,122944.0,5.32896e-05,0.1,1.3831061 +1404.1,1437.4899,0.066188194,1140.5414,7880000.0,6909.0,492500.0,,123104.0,5.30336e-05,0.1,1.5389295 +1375.7,1437.189,0.07842426,1140.8329,7890000.0,6916.0,493125.0,,123264.0,5.27776e-05,0.1,1.4916239 +1394.1,1436.7499,0.049214166,1141.1238,7900000.0,6923.0,493750.0,,123424.0,5.25216e-05,0.1,1.442081 +1401.9,1436.2421,0.05264975,1141.2495,7910000.0,6931.0,494375.0,,123584.0,5.22656e-05,0.1,1.4959465 +1361.8,1435.5239,0.06888634,1141.2103,7920000.0,6940.0,495000.0,,123744.0,5.20096e-05,0.1,1.4953003 +1366.5,1435.0598,0.13309826,1141.4999,7930000.0,6947.0,495625.0,,123904.0,5.17536e-05,0.1,1.5262902 +1374.6,1434.478,0.17401502,1141.6248,7940000.0,6955.0,496250.0,,124032.0,5.15488e-05,0.1,1.5790174 +1376.4,1434.397,0.0675017,1141.9132,7950000.0,6962.0,496875.0,,124192.0,5.12928e-05,0.1,1.4748447 +1383.5,1434.304,0.05651848,1142.0374,7960000.0,6970.0,497500.0,,124352.0,5.10368e-05,0.1,1.3967322 +1437.6,1434.5359,0.10840575,1142.1611,7970000.0,6978.0,498125.0,,124512.0,5.07808e-05,0.1,1.5246048 +1466.2,1434.577,0.08675184,1142.2845,7980000.0,6986.0,498750.0,,124672.0,5.05248e-05,0.1,1.5088334 +1482.4,1434.843,0.08618414,1142.5712,7990000.0,6993.0,499375.0,,124832.0,5.02688e-05,0.1,1.4895548 +1540.6,1435.5298,0.11432658,1142.8572,8000000.0,7000.0,500000.0,,124992.0,5.00128e-05,0.1,1.4679077 +1524.1,1435.715,0.106625095,1142.9795,8010000.0,7008.0,500625.0,,125152.0,4.97568e-05,0.1,1.4829147 +1533.1,1435.9348,0.100057065,1143.1014,8020000.0,7016.0,501250.0,,125312.0,4.95008e-05,0.1,1.3438959 +1511.1,1435.9946,0.12783058,1143.386,8030000.0,7023.0,501875.0,,125440.0,4.9296e-05,0.1,1.4664745 +1497.4,1435.9137,0.16264665,1143.5073,8040000.0,7031.0,502500.0,,125600.0,4.904e-05,0.1,1.4290543 +1464.7,1435.485,0.15305848,1143.6283,8050000.0,7039.0,503125.0,,125760.0,4.8784e-05,0.1,1.4698539 +1460.5,1435.125,0.11013667,1143.7491,8060000.0,7047.0,503750.0,,125920.0,4.8528e-05,0.1,1.4797072 +1451.3,1435.0361,0.06288251,1143.8696,8070000.0,7055.0,504375.0,,126080.0,4.8272e-05,0.1,1.7068517 +1419.4,1434.9609,0.1671204,1143.9897,8080000.0,7063.0,505000.0,,126240.0,4.8016e-05,0.1,1.5025413 +1420.9,1434.8002,0.1048789,1144.2716,8090000.0,7070.0,505625.0,,126400.0,4.776e-05,0.1,1.2850147 +1443.1,1435.2539,0.08952825,1144.3911,8100000.0,7078.0,506250.0,,126560.0,4.7504e-05,0.1,1.7395302 +1469.8,1436.1652,0.03536953,1144.6719,8110000.0,7085.0,506875.0,,126688.0,4.72992e-05,0.1,1.4774177 +1496.8,1437.361,0.100355044,1144.952,8120000.0,7092.0,507500.0,,126848.0,4.70432e-05,0.1,1.3983891 +1522.9,1438.8219,0.10749635,1145.0704,8130000.0,7100.0,508125.0,,127008.0,4.67872e-05,0.1,1.2666783 +1498.1,1440.106,0.18240498,1145.3496,8140000.0,7107.0,508750.0,,127168.0,4.65312e-05,0.1,1.5479393 +1505.4,1441.425,0.110785335,1145.6283,8150000.0,7114.0,509375.0,,127328.0,4.62752e-05,0.1,1.343586 +1500.4,1442.6941,0.1162986,1145.7456,8160000.0,7122.0,510000.0,,127488.0,4.60192e-05,0.1,1.5916892 +1523.4,1444.134,0.07230793,1146.0233,8170000.0,7129.0,510625.0,,127648.0,4.57632e-05,0.1,1.3126154 +1530.2,1445.4052,0.05008258,1146.1399,8180000.0,7137.0,511250.0,,127808.0,4.55072e-05,0.1,1.2976995 +1520.0,1446.5731,0.2096606,1146.4166,8190000.0,7144.0,511875.0,,127968.0,4.52512e-05,0.1,1.373204 +1500.1,1447.14,0.012007851,1146.6927,8200000.0,7151.0,512500.0,,128096.0,4.50464e-05,0.1,1.3577144 +1498.2,1447.6179,0.038487352,1146.8082,8210000.0,7159.0,513125.0,,128256.0,4.47904e-05,0.1,1.3956988 +1495.8,1448.1288,0.04641124,1147.0835,8220000.0,7166.0,513750.0,,128416.0,4.45344e-05,0.1,1.4740605 +1497.2,1448.5259,0.22089107,1147.0383,8230000.0,7175.0,514375.0,,128576.0,4.42784e-05,0.1,1.4661591 +1490.0,1448.9248,0.038663015,1147.3127,8240000.0,7182.0,515000.0,,128736.0,4.40224e-05,0.1,1.590611 +1489.6,1449.265,0.017674861,1147.427,8250000.0,7190.0,515625.0,,128896.0,4.37664e-05,0.1,1.5899789 +1487.4,1449.908,0.15311174,1147.541,8260000.0,7198.0,516250.0,,129056.0,4.35104e-05,0.1,1.3448733 +1462.0,1450.1709,0.15552866,1147.814,8270000.0,7205.0,516875.0,,129216.0,4.32544e-05,0.1,1.6442239 +1464.9,1450.2869,0.029992294,1148.0865,8280000.0,7212.0,517500.0,,129344.0,4.30496e-05,0.1,1.4731241 +1483.0,1450.6232,0.14424993,1148.1995,8290000.0,7220.0,518125.0,,129504.0,4.27936e-05,0.1,1.4531341 +1483.8,1450.955,0.09035694,1148.4711,8300000.0,7227.0,518750.0,,129664.0,4.25376e-05,0.1,1.6393218 +1496.6,1451.545,0.08711548,1148.7421,8310000.0,7234.0,519375.0,,129824.0,4.22816e-05,0.1,1.7614858 +1502.5,1452.0958,0.07197155,1148.8539,8320000.0,7242.0,520000.0,,129984.0,4.20256e-05,0.1,1.4893115 +1473.8,1452.3818,0.19641624,1149.124,8330000.0,7249.0,520625.0,,130144.0,4.17696e-05,0.1,1.6283033 +1489.6,1452.6648,0.12936793,1149.2352,8340000.0,7257.0,521250.0,,130304.0,4.15136e-05,0.1,1.4188502 +1500.0,1453.1099,0.16634601,1149.5044,8350000.0,7264.0,521875.0,,130464.0,4.12576e-05,0.1,1.4809414 +1506.5,1453.6908,0.072357416,1149.615,8360000.0,7272.0,522500.0,,130624.0,4.10016e-05,0.1,1.5024637 +1484.8,1454.058,0.026524082,1149.8832,8370000.0,7279.0,523125.0,,130752.0,4.07968e-05,0.1,1.3525366 +1500.9,1454.54,0.09928826,1150.151,8380000.0,7286.0,523750.0,,130912.0,4.05408e-05,0.1,1.4131529 +1501.4,1454.852,0.08648667,1150.2605,8390000.0,7294.0,524375.0,,131072.0,4.02848e-05,0.1,1.3190029 +1472.4,1454.5741,0.014916258,1150.5273,8400000.0,7301.0,525000.0,,131232.0,4.00288e-05,0.1,1.3836076 +1509.0,1454.3981,0.06518241,1150.6362,8410000.0,7309.0,525625.0,,131392.0,3.97728e-05,0.1,1.6216122 +1514.0,1454.2701,0.08191358,1150.7449,8420000.0,7317.0,526250.0,,131552.0,3.95168e-05,0.1,1.2953695 +1523.9,1454.3462,0.21537235,1150.8533,8430000.0,7325.0,526875.0,,131712.0,3.92608e-05,0.1,1.3502004 +1517.0,1454.653,0.12803535,1150.9614,8440000.0,7333.0,527500.0,,131872.0,3.90048e-05,0.1,1.4612312 +1514.3,1454.9829,0.065635145,1151.2262,8450000.0,7340.0,528125.0,,132000.0,3.88e-05,0.1,1.478717 +1512.2,1455.447,0.1552966,1151.4904,8460000.0,7347.0,528750.0,,132160.0,3.8544e-05,0.1,1.2724223 +1529.8,1456.2898,-0.0030828966,1151.7542,8470000.0,7354.0,529375.0,,132320.0,3.8288e-05,0.1,1.45293 +1550.0,1457.208,-0.0062101767,1151.861,8480000.0,7362.0,530000.0,,132480.0,3.8032e-05,0.1,1.4150463 +1556.2,1458.695,0.046713855,1152.1238,8490000.0,7369.0,530625.0,,132640.0,3.7776e-05,0.1,1.4163667 +1555.1,1460.164,0.06607872,1152.3861,8500000.0,7376.0,531250.0,,132800.0,3.752e-05,0.1,1.5900857 +1536.4,1461.6609,0.05352788,1152.648,8510000.0,7383.0,531875.0,,132960.0,3.7264e-05,0.1,1.5657704 +1536.5,1463.2181,0.03409815,1152.9093,8520000.0,7390.0,532500.0,,133120.0,3.7008e-05,0.1,1.4968241 +1519.4,1464.456,0.094618045,1153.0143,8530000.0,7398.0,533125.0,,133280.0,3.6752e-05,0.1,1.4650815 +1521.2,1465.6401,0.03914156,1153.2748,8540000.0,7405.0,533750.0,,133408.0,3.65472e-05,0.1,1.3643837 +1506.4,1466.5311,0.10810886,1153.3792,8550000.0,7413.0,534375.0,,133568.0,3.62912e-05,0.1,1.3496014 +1482.0,1467.5342,0.08594492,1153.6388,8560000.0,7420.0,535000.0,,133728.0,3.60352e-05,0.1,1.4359107 +1516.4,1468.2572,0.12050983,1153.898,8570000.0,7427.0,535625.0,,133888.0,3.57792e-05,0.1,1.5744307 +1560.4,1469.3962,0.18304875,1153.8462,8580000.0,7436.0,536250.0,,134048.0,3.55232e-05,0.1,1.3494601 +1576.4,1470.7504,0.035953596,1154.1045,8590000.0,7443.0,536875.0,,134208.0,3.52672e-05,0.1,1.3318264 +1610.9,1472.5532,0.07136144,1154.2075,8600000.0,7451.0,537500.0,,134368.0,3.50112e-05,0.1,1.4041566 +1623.6,1474.7422,0.03870537,1154.465,8610000.0,7458.0,538125.0,,134528.0,3.47552e-05,0.1,1.4269843 +1640.4,1477.1172,0.11858388,1154.722,8620000.0,7465.0,538750.0,,134656.0,3.45504e-05,0.1,1.5403137 +1683.7,1480.0731,0.103516325,1154.824,8630000.0,7473.0,539375.0,,134816.0,3.42944e-05,0.1,1.357109 +1642.0,1482.7382,0.05551302,1155.0802,8640000.0,7480.0,540000.0,,134976.0,3.40384e-05,0.1,1.3556643 +1619.9,1485.5311,0.16753075,1155.1816,8650000.0,7488.0,540625.0,,135136.0,3.37824e-05,0.1,1.6704688 +1608.8,1488.029,0.02854512,1155.437,8660000.0,7495.0,541250.0,,135296.0,3.35264e-05,0.1,1.3137488 +1568.9,1490.0061,0.12735842,1155.5378,8670000.0,7503.0,541875.0,,135456.0,3.32704e-05,0.1,1.4112287 +1522.2,1491.2872,0.09044329,1155.6384,8680000.0,7511.0,542500.0,,135616.0,3.30144e-05,0.1,1.2541188 +1558.1,1492.5819,0.05676583,1155.7388,8690000.0,7519.0,543125.0,,135776.0,3.27584e-05,0.1,1.3391707 +1559.0,1493.727,0.08259083,1155.9926,8700000.0,7526.0,543750.0,,135936.0,3.25024e-05,0.1,1.4657228 +1525.6,1494.4419,0.058496453,1156.3994,8710000.0,7532.0,544375.0,,136064.0,3.22976e-05,0.1,1.5090933 +1512.8,1495.0348,0.11370598,1156.4987,8720000.0,7540.0,545000.0,,136224.0,3.20416e-05,0.1,1.4123906 +1528.6,1495.7439,0.08341748,1156.751,8730000.0,7547.0,545625.0,,136384.0,3.17856e-05,0.1,1.5367552 +1539.6,1496.2678,-0.01190594,1156.8497,8740000.0,7555.0,546250.0,,136544.0,3.15296e-05,0.1,1.3347809 +1549.3,1497.0719,0.14653093,1157.1013,8750000.0,7562.0,546875.0,,136704.0,3.12736e-05,0.1,1.4883702 +1551.8,1497.8248,0.13904753,1157.3524,8760000.0,7569.0,547500.0,,136864.0,3.10176e-05,0.1,1.3909514 +1555.3,1498.934,0.18357737,1157.6029,8770000.0,7576.0,548125.0,,137024.0,3.07616e-05,0.1,1.4178659 +1472.6,1498.929,-0.00095169275,1157.7004,8780000.0,7584.0,548750.0,,137184.0,3.05056e-05,0.1,1.2821176 +1448.9,1498.486,0.095976055,1157.9502,8790000.0,7591.0,549375.0,,137312.0,3.03008e-05,0.1,1.6699606 +1508.6,1498.5709,0.018683964,1158.0471,8800000.0,7599.0,550000.0,,137472.0,3.00448e-05,0.1,1.2346176 +1514.0,1498.803,0.022172838,1158.2961,8810000.0,7606.0,550625.0,,137632.0,2.97888e-05,0.1,1.467478 +1550.8,1499.967,0.17507896,1158.5446,8820000.0,7613.0,551250.0,,137792.0,2.95328e-05,0.1,1.4434935 +1539.7,1500.9341,0.07754655,1158.6406,8830000.0,7621.0,551875.0,,137952.0,2.92768e-05,0.1,1.40149 +1533.0,1501.765,0.09664341,1158.8883,8840000.0,7628.0,552500.0,,138112.0,2.90208e-05,0.1,1.4103651 +1571.9,1503.1561,0.10384398,1158.9838,8850000.0,7636.0,553125.0,,138272.0,2.87648e-05,0.1,1.5097404 +1582.9,1504.9862,0.119121365,1159.079,8860000.0,7644.0,553750.0,,138432.0,2.85088e-05,0.1,1.2383904 +1594.2,1506.9222,0.16009185,1159.3256,8870000.0,7651.0,554375.0,,138592.0,2.82528e-05,0.1,1.4006039 +1534.9,1508.2301,0.05476713,1159.5717,8880000.0,7658.0,555000.0,,138720.0,2.8048e-05,0.1,1.6137421 +1542.7,1509.9001,0.0694962,1159.666,8890000.0,7666.0,555625.0,,138880.0,2.7792e-05,0.1,1.2172753 +1508.0,1511.0391,0.18862924,1159.7603,8900000.0,7674.0,556250.0,,139040.0,2.7536e-05,0.1,1.4010903 +1521.7,1512.2372,0.10735775,1159.8542,8910000.0,7682.0,556875.0,,139200.0,2.728e-05,0.1,1.4017322 +1488.1,1513.5,0.15171488,1160.0989,8920000.0,7689.0,557500.0,,139360.0,2.7024e-05,0.1,1.3463702 +1454.1,1514.376,0.05844465,1160.1923,8930000.0,7697.0,558125.0,,139520.0,2.6768e-05,0.1,1.5808653 +1484.0,1515.4698,0.045832973,1160.2855,8940000.0,7705.0,558750.0,,139680.0,2.6512e-05,0.1,1.4747026 +1472.7,1516.433,0.034573562,1160.529,8950000.0,7712.0,559375.0,,139840.0,2.6256e-05,0.1,1.4246235 +1473.9,1517.337,0.09149925,1160.6217,8960000.0,7720.0,560000.0,,140000.0,2.6e-05,0.1,1.2862835 +1481.1,1517.772,0.03405708,1160.8645,8970000.0,7727.0,560625.0,,140128.0,2.57952e-05,0.1,1.4031659 +1484.9,1517.9591,0.03219818,1161.1068,8980000.0,7734.0,561250.0,,140288.0,2.55392e-05,0.1,1.5535452 +1516.8,1518.303,0.011677271,1161.1986,8990000.0,7742.0,561875.0,,140448.0,2.52832e-05,0.1,1.3685074 +1508.7,1517.9839,0.17894118,1161.2903,9000000.0,7750.0,562500.0,,140608.0,2.50272e-05,0.1,1.4815755 +1543.0,1518.1731,0.06641459,1161.5315,9010000.0,7757.0,563125.0,,140768.0,2.47712e-05,0.1,1.415211 +1502.2,1517.8639,0.13390033,1161.6227,9020000.0,7765.0,563750.0,,140928.0,2.45152e-05,0.1,1.5117462 +1515.9,1517.9122,0.022182414,1161.8632,9030000.0,7772.0,564375.0,,141088.0,2.42592e-05,0.1,1.4088535 +1537.0,1518.308,0.0446597,1162.1031,9040000.0,7779.0,565000.0,,141248.0,2.40032e-05,0.1,1.5857525 +1530.0,1518.961,0.09402051,1162.3427,9050000.0,7786.0,565625.0,,141376.0,2.37984e-05,0.1,1.5338217 +1507.9,1519.435,0.05642637,1162.5818,9060000.0,7793.0,566250.0,,141536.0,2.35424e-05,0.1,1.461787 +1474.4,1519.6661,0.018405955,1162.6715,9070000.0,7801.0,566875.0,,141696.0,2.32864e-05,0.1,1.4963512 +1483.7,1520.3092,0.12702657,1162.7609,9080000.0,7809.0,567500.0,,141856.0,2.30304e-05,0.1,1.6686168 +1494.3,1521.0431,0.071906984,1162.999,9090000.0,7816.0,568125.0,,142016.0,2.27744e-05,0.1,1.46525 +1510.8,1521.72,0.10669293,1163.0879,9100000.0,7824.0,568750.0,,142176.0,2.25184e-05,0.1,1.6229448 +1533.5,1522.357,0.117540024,1163.1768,9110000.0,7832.0,569375.0,,142336.0,2.22624e-05,0.1,1.3825587 +1505.4,1522.443,0.09526534,1163.2653,9120000.0,7840.0,570000.0,,142496.0,2.20064e-05,0.1,1.4338799 +1515.3,1522.3671,0.023196476,1163.502,9130000.0,7847.0,570625.0,,142656.0,2.17504e-05,0.1,1.5932034 +1556.7,1522.9531,0.019951822,1163.7383,9140000.0,7854.0,571250.0,,142784.0,2.15456e-05,0.1,1.5357082 +1588.8,1523.787,0.08840908,1163.826,9150000.0,7862.0,571875.0,,142944.0,2.12896e-05,0.1,1.3974228 +1579.3,1524.5759,0.11575815,1163.9136,9160000.0,7870.0,572500.0,,143104.0,2.10336e-05,0.1,1.3779812 +1570.3,1525.045,0.045558333,1164.1488,9170000.0,7877.0,573125.0,,143264.0,2.07776e-05,0.1,1.4291222 +1551.6,1525.2589,0.04825434,1164.2358,9180000.0,7885.0,573750.0,,143424.0,2.05216e-05,0.1,1.500163 +1558.5,1525.6439,0.07011608,1164.1753,9190000.0,7894.0,574375.0,,143584.0,2.02656e-05,0.1,1.2750735 +1563.9,1526.282,0.04852102,1164.2622,9200000.0,7902.0,575000.0,,143744.0,2.00096e-05,0.1,1.4818635 +1535.9,1526.659,0.114480995,1164.3489,9210000.0,7910.0,575625.0,,143904.0,1.97536e-05,0.1,1.3903366 +1506.5,1526.7662,0.076450594,1164.5825,9220000.0,7917.0,576250.0,,144032.0,1.95488e-05,0.1,1.4181927 +1512.5,1526.9191,0.08850877,1164.8158,9230000.0,7924.0,576875.0,,144192.0,1.92928e-05,0.1,1.3769903 +1532.5,1527.3441,0.10511316,1165.0486,9240000.0,7931.0,577500.0,,144352.0,1.90368e-05,0.1,1.3273735 +1564.7,1528.095,0.13602456,1165.1342,9250000.0,7939.0,578125.0,,144512.0,1.87808e-05,0.1,1.3995866 +1599.4,1529.2152,0.037940156,1165.2196,9260000.0,7947.0,578750.0,,144672.0,1.85248e-05,0.1,1.6510233 +1598.8,1530.5831,0.094669275,1165.3048,9270000.0,7955.0,579375.0,,144832.0,1.82688e-05,0.1,1.5039018 +1577.2,1531.706,0.06350528,1165.2437,9280000.0,7964.0,580000.0,,144992.0,1.80128e-05,0.1,1.3480815 +1589.7,1532.773,0.06212876,1165.3286,9290000.0,7972.0,580625.0,,145152.0,1.77568e-05,0.1,1.407926 +1611.6,1534.0511,0.09576814,1165.4136,9300000.0,7980.0,581250.0,,145312.0,1.75008e-05,0.1,1.260613 +1626.6,1535.351,0.04964772,1165.6442,9310000.0,7987.0,581875.0,,145440.0,1.7296e-05,0.1,1.5770931 +1607.9,1536.405,0.08649766,1165.8744,9320000.0,7994.0,582500.0,,145600.0,1.704e-05,0.1,1.5647502 +1624.9,1537.9159,-0.0039516673,1165.9585,9330000.0,8002.0,583125.0,,145760.0,1.6784e-05,0.1,1.449888 +1574.7,1538.7671,0.071872145,1166.188,9340000.0,8009.0,583750.0,,145920.0,1.6528e-05,0.1,1.4534723 +1562.2,1539.3892,0.06128673,1166.4171,9350000.0,8016.0,584375.0,,146080.0,1.6272e-05,0.1,1.5569909 +1573.8,1540.062,0.10156425,1166.5005,9360000.0,8024.0,585000.0,,146240.0,1.6016e-05,0.1,1.2872488 +1599.9,1541.2131,0.036340766,1166.7289,9370000.0,8031.0,585625.0,,146400.0,1.576e-05,0.1,1.3096434 +1609.2,1542.2961,0.15925942,1166.8118,9380000.0,8039.0,586250.0,,146560.0,1.5504e-05,0.1,1.4473557 +1608.4,1543.3662,0.035401385,1167.0396,9390000.0,8046.0,586875.0,,146688.0,1.52992e-05,0.1,1.2974539 +1621.8,1544.8601,0.07921346,1167.122,9400000.0,8054.0,587500.0,,146848.0,1.50432e-05,0.1,1.5174173 +1637.8,1546.1481,0.13100542,1167.2042,9410000.0,8062.0,588125.0,,147008.0,1.47872e-05,0.1,1.410892 +1598.5,1546.9932,0.06682046,1167.4309,9420000.0,8069.0,588750.0,,147168.0,1.45312e-05,0.1,1.4785949 +1615.9,1547.9131,0.052047104,1167.6572,9430000.0,8076.0,589375.0,,147328.0,1.42752e-05,0.1,1.3126866 +1582.6,1548.5688,0.0354064,1167.7388,9440000.0,8084.0,590000.0,,147488.0,1.40192e-05,0.1,1.3933909 +1593.4,1549.3601,0.061123226,1167.9644,9450000.0,8091.0,590625.0,,147648.0,1.37632e-05,0.1,1.2375929 +1544.0,1549.6781,0.16649257,1168.1897,9460000.0,8098.0,591250.0,,147808.0,1.35072e-05,0.1,1.53854 +1542.2,1549.802,0.02518947,1168.4146,9470000.0,8105.0,591875.0,,147968.0,1.32512e-05,0.1,1.3177176 +1533.2,1549.634,0.039441112,1168.495,9480000.0,8113.0,592500.0,,148096.0,1.30464e-05,0.1,1.3043274 +1544.9,1549.5212,0.01981866,1168.7192,9490000.0,8120.0,593125.0,,148256.0,1.27904e-05,0.1,1.4246521 +1526.7,1549.2372,0.09443531,1168.943,9500000.0,8127.0,593750.0,,148416.0,1.25344e-05,0.1,1.1249114 +1543.1,1549.3041,0.101949885,1169.1665,9510000.0,8134.0,594375.0,,148576.0,1.22784e-05,0.1,1.262667 +1527.2,1549.2109,0.101011306,1169.2458,9520000.0,8142.0,595000.0,,148736.0,1.20224e-05,0.1,1.4585071 +1538.4,1549.4011,0.08000976,1169.4686,9530000.0,8149.0,595625.0,,148896.0,1.17664e-05,0.1,1.2486775 +1513.7,1549.326,0.114892066,1169.691,9540000.0,8156.0,596250.0,,149056.0,1.15104e-05,0.1,1.3741342 +1520.9,1549.4712,0.08382822,1169.7698,9550000.0,8164.0,596875.0,,149216.0,1.12544e-05,0.1,1.2520993 +1526.3,1549.9141,0.06598359,1170.1346,9560000.0,8170.0,597500.0,,149344.0,1.10496e-05,0.1,1.5263606 +1521.1,1549.9609,-0.0059979847,1170.2128,9570000.0,8178.0,598125.0,,149504.0,1.07936e-05,0.1,1.3421191 +1526.8,1549.625,0.11525431,1170.4337,9580000.0,8185.0,598750.0,,149664.0,1.05376e-05,0.1,1.3546345 +1526.8,1549.1289,0.031875405,1170.6543,9590000.0,8192.0,599375.0,,149824.0,1.02816e-05,0.1,1.5425241 +1564.9,1548.6691,0.05183833,1170.7317,9600000.0,8200.0,600000.0,,149984.0,1.00256e-05,0.1,1.3048234 +1556.0,1547.9929,0.06700683,1170.809,9610000.0,8208.0,600625.0,,150144.0,9.7696e-06,0.1,1.3726516 +1556.3,1547.152,0.038170654,1171.0286,9620000.0,8215.0,601250.0,,150304.0,9.5136e-06,0.1,1.3925678 +1533.0,1545.6451,0.024981275,1171.1055,9630000.0,8223.0,601875.0,,150464.0,9.2576e-06,0.1,1.2342906 +1527.5,1544.5001,0.13185295,1171.3245,9640000.0,8230.0,602500.0,,150624.0,9.0016e-06,0.1,1.5247724 +1494.1,1543.2421,-0.0026156881,1171.5431,9650000.0,8237.0,603125.0,,150752.0,8.7968e-06,0.1,1.50964 +1501.1,1542.165,0.12832932,1171.6191,9660000.0,8245.0,603750.0,,150912.0,8.5408e-06,0.1,1.3215452 +1489.5,1541.371,0.09742548,1171.8372,9670000.0,8252.0,604375.0,,151072.0,8.2848e-06,0.1,1.3329345 +1499.7,1541.1461,0.023967696,1172.0547,9680000.0,8259.0,605000.0,,151232.0,8.0288e-06,0.1,1.5274 +1492.9,1540.4943,0.02867125,1172.1301,9690000.0,8267.0,605625.0,,151392.0,7.7728e-06,0.1,1.3491895 +1486.3,1539.7672,0.053528566,1172.2054,9700000.0,8275.0,606250.0,,151552.0,7.5168e-06,0.1,1.4196173 +1540.4,1539.9152,0.03768248,1172.2805,9710000.0,8283.0,606875.0,,151712.0,7.2608e-06,0.1,1.3484108 +1583.4,1540.6212,0.14232758,1172.3556,9720000.0,8291.0,607500.0,,151872.0,7.0048e-06,0.1,1.4562335 +1581.2,1541.1472,0.11131258,1172.5717,9730000.0,8298.0,608125.0,,152000.0,6.8e-06,0.1,1.4976438 +1613.1,1541.8822,0.07262007,1172.6462,9740000.0,8306.0,608750.0,,152160.0,6.544e-06,0.1,1.3011364 +1627.3,1542.662,0.12859537,1172.8618,9750000.0,8313.0,609375.0,,152320.0,6.288e-06,0.1,1.3609135 +1624.3,1543.3871,0.114816785,1173.0769,9760000.0,8320.0,610000.0,,152480.0,6.032e-06,0.1,1.2195833 +1588.6,1543.7198,0.06061576,1173.2917,9770000.0,8327.0,610625.0,,152640.0,5.776e-06,0.1,1.4787488 +1591.3,1544.9069,0.10451464,1173.3654,9780000.0,8335.0,611250.0,,152800.0,5.52e-06,0.1,1.4963112 +1566.7,1546.0848,0.06393934,1173.5795,9790000.0,8342.0,611875.0,,152960.0,5.264e-06,0.1,1.2468113 +1526.9,1546.268,0.13453381,1173.7932,9800000.0,8349.0,612500.0,,153120.0,5.008e-06,0.1,1.5722435 +1485.4,1545.9822,0.09227154,1174.0067,9810000.0,8356.0,613125.0,,153280.0,4.752e-06,0.1,1.4064002 +1489.3,1545.3672,0.07800362,1174.2197,9820000.0,8363.0,613750.0,,153408.0,4.5472e-06,0.1,1.3339493 +1474.8,1544.7181,0.081069596,1174.4325,9830000.0,8370.0,614375.0,,153568.0,4.2912e-06,0.1,1.4093273 +1489.2,1544.28,0.030889675,1174.5046,9840000.0,8378.0,615000.0,,153728.0,4.0352e-06,0.1,1.4355973 +1520.0,1543.7611,0.039241664,1174.7168,9850000.0,8385.0,615625.0,,153888.0,3.7792e-06,0.1,1.4723117 +1521.0,1543.1421,0.22595549,1174.7886,9860000.0,8393.0,616250.0,,154048.0,3.5232e-06,0.1,1.2985758 +1513.9,1542.3392,0.042933356,1175.0,9870000.0,8400.0,616875.0,,154208.0,3.2672e-06,0.1,1.3112803 +1514.2,1542.1321,0.06378141,1175.2112,9880000.0,8407.0,617500.0,,154368.0,3.0112e-06,0.1,1.5431814 +1546.1,1542.1661,0.06815284,1175.2822,9890000.0,8415.0,618125.0,,154528.0,2.7552e-06,0.1,1.1649709 +1538.4,1542.4702,0.14491011,1175.4928,9900000.0,8422.0,618750.0,,154656.0,2.5504e-06,0.1,1.4264822 +1548.5,1542.7379,0.087985404,1175.7029,9910000.0,8429.0,619375.0,,154816.0,2.2944e-06,0.1,1.5707769 +1516.4,1543.0211,0.07334717,1175.7734,9920000.0,8437.0,620000.0,,154976.0,2.0384e-06,0.1,1.441746 +1504.0,1543.5201,0.12020836,1175.9829,9930000.0,8444.0,620625.0,,155136.0,1.7824e-06,0.1,1.4248323 +1518.4,1543.864,0.06033448,1176.1921,9940000.0,8451.0,621250.0,,155296.0,1.5264e-06,0.1,1.2837536 +1478.6,1543.923,0.07458062,1176.262,9950000.0,8459.0,621875.0,,155456.0,1.2704e-06,0.1,1.2743838 +1477.6,1543.96,0.149578,1176.4706,9960000.0,8466.0,622500.0,,155616.0,1.0144e-06,0.1,1.3419328 +1480.9,1543.9581,0.12978545,1176.6788,9970000.0,8473.0,623125.0,,155776.0,7.584e-07,0.1,1.3363993 +1493.1,1544.0398,0.13599142,1176.748,9980000.0,8481.0,623750.0,,155936.0,5.024e-07,0.1,1.295651 +1515.2,1544.0239,0.093050905,1176.9557,9990000.0,8488.0,624375.0,,156064.0,2.976e-07,0.1,1.4220259 +1513.9,1544.076,0.0045703137,1177.0245,10000000.0,8496.0,625000.0,,156224.0,4.16e-08,0.1,1.25422 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_eval.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..b3bf40f83dbc4581bcc49adaf866fc5575c71193 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1544.0760498046875, + "strength": 1047.9554443359375, + "max_strength": 1488.199951171875, + "final_strength": 1318.4000244140625, + "sample_efficiency": 2.8684911512755207e-07, + "training_efficiency": 1.842294841480907e-05, + "stability": 0.9917172789573669 + }, + "local": { + "mean_returns": [ + 211.6666717529297, + 236.84210205078125, + 250.27777099609375, + 260.20001220703125, + 282.65625, + 290.5063171386719, + 298.2608642578125, + 311.20001220703125, + 323.70001220703125, + 351.8999938964844, + 358.1000061035156, + 378.8999938964844, + 395.20001220703125, + 413.3999938964844, + 421.20001220703125, + 431.8999938964844, + 426.70001220703125, + 430.79998779296875, + 441.20001220703125, + 469.70001220703125, + 496.70001220703125, + 518.0999755859375, + 524.5999755859375, + 527.9000244140625, + 502.20001220703125, + 490.5, + 467.8999938964844, + 491.29998779296875, + 504.0, + 501.70001220703125, + 525.2999877929688, + 533.5999755859375, + 530.5, + 521.7000122070312, + 514.2999877929688, + 493.0, + 493.6000061035156, + 476.8999938964844, + 476.6000061035156, + 479.79998779296875, + 474.5, + 465.79998779296875, + 446.70001220703125, + 440.6000061035156, + 424.6000061035156, + 422.20001220703125, + 414.1000061035156, + 423.0, + 429.3999938964844, + 444.3999938964844, + 463.70001220703125, + 480.70001220703125, + 482.20001220703125, + 492.5, + 498.1000061035156, + 509.0, + 518.7999877929688, + 517.4000244140625, + 517.7000122070312, + 511.8999938964844, + 517.4000244140625, + 513.4000244140625, + 516.0999755859375, + 516.7000122070312, + 518.9000244140625, + 543.4000244140625, + 548.2999877929688, + 550.7999877929688, + 549.2999877929688, + 552.2999877929688, + 551.5, + 537.9000244140625, + 532.0999755859375, + 528.0, + 527.9000244140625, + 520.7999877929688, + 523.5, + 529.2000122070312, + 534.5, + 541.2000122070312, + 542.5, + 550.5, + 550.7999877929688, + 547.5999755859375, + 546.0999755859375, + 541.0, + 532.2999877929688, + 533.0, + 524.5, + 522.7000122070312, + 533.0999755859375, + 547.2000122070312, + 547.2999877929688, + 549.5999755859375, + 558.5, + 546.2000122070312, + 520.4000244140625, + 501.79998779296875, + 480.70001220703125, + 463.79998779296875, + 459.1000061035156, + 471.79998779296875, + 471.6000061035156, + 475.3999938964844, + 485.6000061035156, + 495.79998779296875, + 508.6000061035156, + 532.2999877929688, + 561.7999877929688, + 572.7999877929688, + 571.5999755859375, + 575.9000244140625, + 558.7999877929688, + 548.5, + 556.5, + 562.2999877929688, + 562.7999877929688, + 580.0, + 605.2000122070312, + 612.5, + 624.0999755859375, + 659.7000122070312, + 663.5, + 655.2999877929688, + 673.0, + 671.7000122070312, + 660.5999755859375, + 648.7999877929688, + 652.7000122070312, + 649.5999755859375, + 648.0, + 675.0, + 669.2999877929688, + 678.5, + 683.5, + 696.5999755859375, + 695.0999755859375, + 687.7999877929688, + 684.7999877929688, + 693.5999755859375, + 726.0999755859375, + 746.7000122070312, + 754.5999755859375, + 788.7999877929688, + 813.0, + 786.7000122070312, + 802.4000244140625, + 784.0999755859375, + 812.2999877929688, + 806.7000122070312, + 820.9000244140625, + 830.9000244140625, + 823.0999755859375, + 839.7000122070312, + 831.7999877929688, + 833.2999877929688, + 831.4000244140625, + 843.2000122070312, + 857.2999877929688, + 875.2000122070312, + 858.4000244140625, + 871.2999877929688, + 885.2000122070312, + 895.0, + 891.9000244140625, + 908.2000122070312, + 927.9000244140625, + 907.7999877929688, + 888.2999877929688, + 899.2000122070312, + 894.0999755859375, + 890.4000244140625, + 894.2999877929688, + 877.4000244140625, + 908.4000244140625, + 918.9000244140625, + 945.9000244140625, + 967.2000122070312, + 1021.4000244140625, + 1008.5999755859375, + 958.0, + 927.7999877929688, + 864.2999877929688, + 814.0999755859375, + 745.2999877929688, + 767.0999755859375, + 819.7999877929688, + 856.5, + 917.0, + 928.0999755859375, + 937.0, + 953.2000122070312, + 933.7999877929688, + 921.4000244140625, + 922.7999877929688, + 924.2999877929688, + 930.9000244140625, + 941.2000122070312, + 963.0999755859375, + 960.7000122070312, + 991.9000244140625, + 971.4000244140625, + 921.9000244140625, + 928.9000244140625, + 897.0, + 906.0, + 920.5999755859375, + 909.4000244140625, + 906.5999755859375, + 944.9000244140625, + 955.2000122070312, + 947.2000122070312, + 958.9000244140625, + 922.2999877929688, + 940.5999755859375, + 935.2000122070312, + 894.7000122070312, + 962.5, + 960.2999877929688, + 945.2000122070312, + 963.5, + 982.0999755859375, + 1028.800048828125, + 1097.199951171875, + 1086.5999755859375, + 1116.4000244140625, + 1140.0999755859375, + 1189.199951171875, + 1209.5, + 1166.699951171875, + 1128.0999755859375, + 1181.300048828125, + 1196.5, + 1183.5, + 1137.9000244140625, + 1141.0, + 1147.699951171875, + 1158.5999755859375, + 1115.199951171875, + 1073.4000244140625, + 1064.699951171875, + 1111.0999755859375, + 1131.5, + 1123.4000244140625, + 1130.300048828125, + 1168.0, + 1199.5, + 1207.300048828125, + 1203.5, + 1206.199951171875, + 1237.300048828125, + 1264.4000244140625, + 1238.199951171875, + 1230.199951171875, + 1220.9000244140625, + 1199.0999755859375, + 1177.9000244140625, + 1155.199951171875, + 1137.9000244140625, + 1130.9000244140625, + 1137.4000244140625, + 1160.0, + 1217.800048828125, + 1229.4000244140625, + 1213.300048828125, + 1271.5, + 1274.5999755859375, + 1268.0999755859375, + 1254.300048828125, + 1221.800048828125, + 1231.9000244140625, + 1223.9000244140625, + 1230.800048828125, + 1183.4000244140625, + 1184.199951171875, + 1206.0, + 1238.0999755859375, + 1234.4000244140625, + 1258.199951171875, + 1289.0, + 1279.0, + 1310.0, + 1317.300048828125, + 1302.4000244140625, + 1253.4000244140625, + 1231.9000244140625, + 1244.800048828125, + 1233.9000244140625, + 1198.5999755859375, + 1179.5999755859375, + 1198.0, + 1170.0, + 1159.0999755859375, + 1182.199951171875, + 1119.699951171875, + 1087.9000244140625, + 1125.4000244140625, + 1129.9000244140625, + 1133.5, + 1159.800048828125, + 1190.0999755859375, + 1194.5999755859375, + 1209.9000244140625, + 1212.5999755859375, + 1184.0999755859375, + 1151.9000244140625, + 1142.0999755859375, + 1112.5, + 1105.4000244140625, + 1145.9000244140625, + 1173.0999755859375, + 1233.4000244140625, + 1244.699951171875, + 1242.5, + 1238.9000244140625, + 1251.5999755859375, + 1229.9000244140625, + 1222.699951171875, + 1259.9000244140625, + 1202.199951171875, + 1195.9000244140625, + 1232.0999755859375, + 1273.0, + 1293.5999755859375, + 1324.300048828125, + 1274.4000244140625, + 1285.800048828125, + 1329.0, + 1352.5999755859375, + 1360.5, + 1402.5, + 1384.5, + 1409.800048828125, + 1449.5999755859375, + 1443.699951171875, + 1402.9000244140625, + 1370.199951171875, + 1326.199951171875, + 1288.5, + 1223.9000244140625, + 1191.800048828125, + 1181.5999755859375, + 1161.0999755859375, + 1164.699951171875, + 1227.9000244140625, + 1217.300048828125, + 1242.0999755859375, + 1284.199951171875, + 1337.9000244140625, + 1358.199951171875, + 1415.199951171875, + 1429.699951171875, + 1385.5, + 1424.300048828125, + 1411.699951171875, + 1392.199951171875, + 1361.4000244140625, + 1372.0999755859375, + 1388.0, + 1382.199951171875, + 1393.4000244140625, + 1366.699951171875, + 1376.800048828125, + 1374.4000244140625, + 1367.9000244140625, + 1306.9000244140625, + 1246.4000244140625, + 1255.0, + 1288.5, + 1283.199951171875, + 1304.5, + 1272.5, + 1267.199951171875, + 1264.0, + 1266.0999755859375, + 1241.699951171875, + 1216.5, + 1215.300048828125, + 1227.0999755859375, + 1210.4000244140625, + 1250.5, + 1252.9000244140625, + 1265.9000244140625, + 1265.9000244140625, + 1278.199951171875, + 1251.5999755859375, + 1295.9000244140625, + 1315.5999755859375, + 1273.300048828125, + 1247.0999755859375, + 1284.5, + 1350.4000244140625, + 1377.4000244140625, + 1409.5999755859375, + 1409.9000244140625, + 1440.5, + 1434.0, + 1428.199951171875, + 1368.199951171875, + 1370.300048828125, + 1312.4000244140625, + 1312.699951171875, + 1308.800048828125, + 1346.9000244140625, + 1395.0, + 1383.800048828125, + 1429.300048828125, + 1429.0999755859375, + 1417.9000244140625, + 1469.5, + 1449.9000244140625, + 1459.5, + 1412.699951171875, + 1389.199951171875, + 1403.0999755859375, + 1379.300048828125, + 1355.199951171875, + 1311.4000244140625, + 1327.800048828125, + 1350.300048828125, + 1391.0, + 1379.0, + 1334.0999755859375, + 1328.9000244140625, + 1368.800048828125, + 1375.800048828125, + 1327.0999755859375, + 1328.5999755859375, + 1293.5999755859375, + 1275.0, + 1372.199951171875, + 1361.5, + 1343.5999755859375, + 1281.0, + 1336.9000244140625, + 1318.5999755859375, + 1311.9000244140625, + 1297.4000244140625, + 1239.5999755859375, + 1272.0999755859375, + 1282.5999755859375, + 1278.800048828125, + 1256.0999755859375, + 1289.0, + 1319.800048828125, + 1290.5, + 1333.5999755859375, + 1317.4000244140625, + 1305.5999755859375, + 1327.0999755859375, + 1315.0, + 1315.0, + 1274.4000244140625, + 1278.699951171875, + 1295.800048828125, + 1339.9000244140625, + 1354.300048828125, + 1353.800048828125, + 1335.199951171875, + 1356.9000244140625, + 1373.0, + 1396.300048828125, + 1380.5999755859375, + 1372.0, + 1358.5, + 1338.800048828125, + 1368.0999755859375, + 1376.0, + 1327.800048828125, + 1335.199951171875, + 1364.5, + 1333.699951171875, + 1360.5, + 1377.199951171875, + 1357.800048828125, + 1368.300048828125, + 1402.5, + 1369.0999755859375, + 1332.4000244140625, + 1332.0, + 1338.5999755859375, + 1362.0999755859375, + 1377.300048828125, + 1374.4000244140625, + 1398.5, + 1381.699951171875, + 1374.300048828125, + 1423.0, + 1428.800048828125, + 1403.300048828125, + 1396.5999755859375, + 1417.5, + 1436.300048828125, + 1454.800048828125, + 1447.5, + 1402.9000244140625, + 1382.5, + 1396.800048828125, + 1390.9000244140625, + 1377.0999755859375, + 1358.0999755859375, + 1343.199951171875, + 1330.199951171875, + 1376.9000244140625, + 1392.9000244140625, + 1399.9000244140625, + 1391.0, + 1400.5, + 1397.699951171875, + 1405.5999755859375, + 1433.5, + 1487.5999755859375, + 1459.4000244140625, + 1456.199951171875, + 1448.4000244140625, + 1475.9000244140625, + 1507.4000244140625, + 1520.0, + 1509.5, + 1479.699951171875, + 1491.699951171875, + 1490.5, + 1514.5, + 1494.800048828125, + 1483.699951171875, + 1525.699951171875, + 1518.800048828125, + 1474.5999755859375, + 1477.4000244140625, + 1481.0999755859375, + 1472.800048828125, + 1490.5999755859375, + 1487.5, + 1447.0999755859375, + 1455.5999755859375, + 1455.9000244140625, + 1484.199951171875, + 1500.5, + 1500.0, + 1467.5999755859375, + 1447.699951171875, + 1447.199951171875, + 1468.699951171875, + 1427.300048828125, + 1435.800048828125, + 1399.800048828125, + 1386.300048828125, + 1388.199951171875, + 1386.0999755859375, + 1384.5999755859375, + 1342.699951171875, + 1392.300048828125, + 1406.0999755859375, + 1449.699951171875, + 1459.199951171875, + 1449.699951171875, + 1499.5999755859375, + 1499.800048828125, + 1501.4000244140625, + 1494.5, + 1513.9000244140625, + 1476.0999755859375, + 1485.0999755859375, + 1526.4000244140625, + 1555.0, + 1511.9000244140625, + 1504.5, + 1526.4000244140625, + 1536.4000244140625, + 1529.199951171875, + 1527.300048828125, + 1527.5999755859375, + 1503.5, + 1470.0, + 1466.0999755859375, + 1447.5999755859375, + 1434.5, + 1409.699951171875, + 1421.5999755859375, + 1476.0, + 1467.699951171875, + 1454.300048828125, + 1456.699951171875, + 1460.199951171875, + 1463.0, + 1444.5999755859375, + 1455.4000244140625, + 1420.199951171875, + 1407.0, + 1403.4000244140625, + 1460.9000244140625, + 1477.199951171875, + 1459.5, + 1460.5, + 1439.199951171875, + 1424.800048828125, + 1413.0999755859375, + 1398.699951171875, + 1395.9000244140625, + 1370.699951171875, + 1354.0999755859375, + 1360.4000244140625, + 1418.4000244140625, + 1433.0999755859375, + 1445.5, + 1457.5999755859375, + 1447.699951171875, + 1476.800048828125, + 1480.5999755859375, + 1483.300048828125, + 1448.800048828125, + 1437.300048828125, + 1442.199951171875, + 1425.0999755859375, + 1436.0999755859375, + 1396.800048828125, + 1400.800048828125, + 1400.699951171875, + 1416.800048828125, + 1398.5999755859375, + 1399.699951171875, + 1385.4000244140625, + 1364.300048828125, + 1357.0999755859375, + 1341.300048828125, + 1344.5, + 1366.300048828125, + 1357.300048828125, + 1382.699951171875, + 1388.5999755859375, + 1396.800048828125, + 1417.5, + 1447.199951171875, + 1503.9000244140625, + 1501.5, + 1526.5, + 1471.5, + 1461.4000244140625, + 1462.0, + 1493.9000244140625, + 1524.0, + 1532.0999755859375, + 1508.199951171875, + 1502.699951171875, + 1504.300048828125, + 1520.0, + 1536.199951171875, + 1587.9000244140625, + 1553.0999755859375, + 1551.5, + 1512.0, + 1519.800048828125, + 1539.199951171875, + 1510.0999755859375, + 1501.0999755859375, + 1504.5999755859375, + 1531.5999755859375, + 1518.0999755859375, + 1504.5, + 1522.9000244140625, + 1472.5, + 1534.0, + 1580.0999755859375, + 1590.4000244140625, + 1606.800048828125, + 1587.0, + 1601.9000244140625, + 1608.5999755859375, + 1593.699951171875, + 1531.4000244140625, + 1510.300048828125, + 1460.0, + 1425.300048828125, + 1398.699951171875, + 1396.199951171875, + 1387.199951171875, + 1393.0, + 1432.800048828125, + 1409.4000244140625, + 1427.199951171875, + 1409.9000244140625, + 1421.4000244140625, + 1383.4000244140625, + 1407.5999755859375, + 1421.199951171875, + 1380.199951171875, + 1437.5999755859375, + 1411.9000244140625, + 1405.800048828125, + 1438.0, + 1452.699951171875, + 1433.5999755859375, + 1412.9000244140625, + 1432.800048828125, + 1384.5, + 1392.800048828125, + 1414.4000244140625, + 1462.0999755859375, + 1455.800048828125, + 1471.9000244140625, + 1505.5999755859375, + 1511.0999755859375, + 1505.0999755859375, + 1505.5, + 1507.5999755859375, + 1496.5, + 1460.199951171875, + 1426.9000244140625, + 1437.0, + 1397.699951171875, + 1378.699951171875, + 1377.199951171875, + 1376.800048828125, + 1369.699951171875, + 1373.5, + 1373.5, + 1379.4000244140625, + 1403.0999755859375, + 1403.199951171875, + 1443.4000244140625, + 1450.4000244140625, + 1444.699951171875, + 1457.5, + 1450.0999755859375, + 1455.5999755859375, + 1423.0999755859375, + 1435.699951171875, + 1453.300048828125, + 1449.4000244140625, + 1450.5999755859375, + 1437.5999755859375, + 1447.4000244140625, + 1445.199951171875, + 1461.300048828125, + 1455.5, + 1448.4000244140625, + 1448.0999755859375, + 1452.699951171875, + 1470.199951171875, + 1500.199951171875, + 1526.5999755859375, + 1526.800048828125, + 1516.300048828125, + 1486.300048828125, + 1481.300048828125, + 1465.800048828125, + 1445.5, + 1458.199951171875, + 1407.5, + 1408.199951171875, + 1386.699951171875, + 1380.800048828125, + 1395.5999755859375, + 1402.800048828125, + 1417.300048828125, + 1381.699951171875, + 1444.0999755859375, + 1446.5, + 1441.0, + 1430.5999755859375, + 1404.699951171875, + 1402.9000244140625, + 1388.0999755859375, + 1375.5, + 1340.5999755859375, + 1359.0, + 1371.199951171875, + 1394.0999755859375, + 1428.5999755859375, + 1444.5, + 1454.0999755859375, + 1453.5, + 1457.699951171875, + 1487.199951171875, + 1468.9000244140625, + 1476.5, + 1444.4000244140625, + 1473.0999755859375, + 1493.199951171875, + 1500.0999755859375, + 1490.800048828125, + 1434.4000244140625, + 1443.0, + 1449.9000244140625, + 1432.800048828125, + 1399.9000244140625, + 1400.5999755859375, + 1404.0999755859375, + 1375.699951171875, + 1394.0999755859375, + 1401.9000244140625, + 1361.800048828125, + 1366.5, + 1374.5999755859375, + 1376.4000244140625, + 1383.5, + 1437.5999755859375, + 1466.199951171875, + 1482.4000244140625, + 1540.5999755859375, + 1524.0999755859375, + 1533.0999755859375, + 1511.0999755859375, + 1497.4000244140625, + 1464.699951171875, + 1460.5, + 1451.300048828125, + 1419.4000244140625, + 1420.9000244140625, + 1443.0999755859375, + 1469.800048828125, + 1496.800048828125, + 1522.9000244140625, + 1498.0999755859375, + 1505.4000244140625, + 1500.4000244140625, + 1523.4000244140625, + 1530.199951171875, + 1520.0, + 1500.0999755859375, + 1498.199951171875, + 1495.800048828125, + 1497.199951171875, + 1490.0, + 1489.5999755859375, + 1487.4000244140625, + 1462.0, + 1464.9000244140625, + 1483.0, + 1483.800048828125, + 1496.5999755859375, + 1502.5, + 1473.800048828125, + 1489.5999755859375, + 1500.0, + 1506.5, + 1484.800048828125, + 1500.9000244140625, + 1501.4000244140625, + 1472.4000244140625, + 1509.0, + 1514.0, + 1523.9000244140625, + 1517.0, + 1514.300048828125, + 1512.199951171875, + 1529.800048828125, + 1550.0, + 1556.199951171875, + 1555.0999755859375, + 1536.4000244140625, + 1536.5, + 1519.4000244140625, + 1521.199951171875, + 1506.4000244140625, + 1482.0, + 1516.4000244140625, + 1560.4000244140625, + 1576.4000244140625, + 1610.9000244140625, + 1623.5999755859375, + 1640.4000244140625, + 1683.699951171875, + 1642.0, + 1619.9000244140625, + 1608.800048828125, + 1568.9000244140625, + 1522.199951171875, + 1558.0999755859375, + 1559.0, + 1525.5999755859375, + 1512.800048828125, + 1528.5999755859375, + 1539.5999755859375, + 1549.300048828125, + 1551.800048828125, + 1555.300048828125, + 1472.5999755859375, + 1448.9000244140625, + 1508.5999755859375, + 1514.0, + 1550.800048828125, + 1539.699951171875, + 1533.0, + 1571.9000244140625, + 1582.9000244140625, + 1594.199951171875, + 1534.9000244140625, + 1542.699951171875, + 1508.0, + 1521.699951171875, + 1488.0999755859375, + 1454.0999755859375, + 1484.0, + 1472.699951171875, + 1473.9000244140625, + 1481.0999755859375, + 1484.9000244140625, + 1516.800048828125, + 1508.699951171875, + 1543.0, + 1502.199951171875, + 1515.9000244140625, + 1537.0, + 1530.0, + 1507.9000244140625, + 1474.4000244140625, + 1483.699951171875, + 1494.300048828125, + 1510.800048828125, + 1533.5, + 1505.4000244140625, + 1515.300048828125, + 1556.699951171875, + 1588.800048828125, + 1579.300048828125, + 1570.300048828125, + 1551.5999755859375, + 1558.5, + 1563.9000244140625, + 1535.9000244140625, + 1506.5, + 1512.5, + 1532.5, + 1564.699951171875, + 1599.4000244140625, + 1598.800048828125, + 1577.199951171875, + 1589.699951171875, + 1611.5999755859375, + 1626.5999755859375, + 1607.9000244140625, + 1624.9000244140625, + 1574.699951171875, + 1562.199951171875, + 1573.800048828125, + 1599.9000244140625, + 1609.199951171875, + 1608.4000244140625, + 1621.800048828125, + 1637.800048828125, + 1598.5, + 1615.9000244140625, + 1582.5999755859375, + 1593.4000244140625, + 1544.0, + 1542.199951171875, + 1533.199951171875, + 1544.9000244140625, + 1526.699951171875, + 1543.0999755859375, + 1527.199951171875, + 1538.4000244140625, + 1513.699951171875, + 1520.9000244140625, + 1526.300048828125, + 1521.0999755859375, + 1526.800048828125, + 1526.800048828125, + 1564.9000244140625, + 1556.0, + 1556.300048828125, + 1533.0, + 1527.5, + 1494.0999755859375, + 1501.0999755859375, + 1489.5, + 1499.699951171875, + 1492.9000244140625, + 1486.300048828125, + 1540.4000244140625, + 1583.4000244140625, + 1581.199951171875, + 1613.0999755859375, + 1627.300048828125, + 1624.300048828125, + 1588.5999755859375, + 1591.300048828125, + 1566.699951171875, + 1526.9000244140625, + 1485.4000244140625, + 1489.300048828125, + 1474.800048828125, + 1489.199951171875, + 1520.0, + 1521.0, + 1513.9000244140625, + 1514.199951171875, + 1546.0999755859375, + 1538.4000244140625, + 1548.5, + 1516.4000244140625, + 1504.0, + 1518.4000244140625, + 1478.5999755859375, + 1477.5999755859375, + 1480.9000244140625, + 1493.0999755859375, + 1515.199951171875, + 1513.9000244140625 + ], + "strengths": [ + 16.166671752929688, + 41.34210205078125, + 54.77777099609375, + 64.70001220703125, + 87.15625, + 95.00631713867188, + 102.7608642578125, + 115.70001220703125, + 128.20001220703125, + 156.39999389648438, + 162.60000610351562, + 183.39999389648438, + 199.70001220703125, + 217.89999389648438, + 225.70001220703125, + 236.39999389648438, + 231.20001220703125, + 235.29998779296875, + 245.70001220703125, + 274.20001220703125, + 301.20001220703125, + 322.5999755859375, + 329.0999755859375, + 332.4000244140625, + 306.70001220703125, + 295.0, + 272.3999938964844, + 295.79998779296875, + 308.5, + 306.20001220703125, + 329.79998779296875, + 338.0999755859375, + 335.0, + 326.20001220703125, + 318.79998779296875, + 297.5, + 298.1000061035156, + 281.3999938964844, + 281.1000061035156, + 284.29998779296875, + 279.0, + 270.29998779296875, + 251.20001220703125, + 245.10000610351562, + 229.10000610351562, + 226.70001220703125, + 218.60000610351562, + 227.5, + 233.89999389648438, + 248.89999389648438, + 268.20001220703125, + 285.20001220703125, + 286.70001220703125, + 297.0, + 302.6000061035156, + 313.5, + 323.29998779296875, + 321.9000244140625, + 322.20001220703125, + 316.3999938964844, + 321.9000244140625, + 317.9000244140625, + 320.5999755859375, + 321.20001220703125, + 323.4000244140625, + 347.9000244140625, + 352.79998779296875, + 355.29998779296875, + 353.79998779296875, + 356.79998779296875, + 356.0, + 342.4000244140625, + 336.5999755859375, + 332.5, + 332.4000244140625, + 325.29998779296875, + 328.0, + 333.70001220703125, + 339.0, + 345.70001220703125, + 347.0, + 355.0, + 355.29998779296875, + 352.0999755859375, + 350.5999755859375, + 345.5, + 336.79998779296875, + 337.5, + 329.0, + 327.20001220703125, + 337.5999755859375, + 351.70001220703125, + 351.79998779296875, + 354.0999755859375, + 363.0, + 350.70001220703125, + 324.9000244140625, + 306.29998779296875, + 285.20001220703125, + 268.29998779296875, + 263.6000061035156, + 276.29998779296875, + 276.1000061035156, + 279.8999938964844, + 290.1000061035156, + 300.29998779296875, + 313.1000061035156, + 336.79998779296875, + 366.29998779296875, + 377.29998779296875, + 376.0999755859375, + 380.4000244140625, + 363.29998779296875, + 353.0, + 361.0, + 366.79998779296875, + 367.29998779296875, + 384.5, + 409.70001220703125, + 417.0, + 428.5999755859375, + 464.20001220703125, + 468.0, + 459.79998779296875, + 477.5, + 476.20001220703125, + 465.0999755859375, + 453.29998779296875, + 457.20001220703125, + 454.0999755859375, + 452.5, + 479.5, + 473.79998779296875, + 483.0, + 488.0, + 501.0999755859375, + 499.5999755859375, + 492.29998779296875, + 489.29998779296875, + 498.0999755859375, + 530.5999755859375, + 551.2000122070312, + 559.0999755859375, + 593.2999877929688, + 617.5, + 591.2000122070312, + 606.9000244140625, + 588.5999755859375, + 616.7999877929688, + 611.2000122070312, + 625.4000244140625, + 635.4000244140625, + 627.5999755859375, + 644.2000122070312, + 636.2999877929688, + 637.7999877929688, + 635.9000244140625, + 647.7000122070312, + 661.7999877929688, + 679.7000122070312, + 662.9000244140625, + 675.7999877929688, + 689.7000122070312, + 699.5, + 696.4000244140625, + 712.7000122070312, + 732.4000244140625, + 712.2999877929688, + 692.7999877929688, + 703.7000122070312, + 698.5999755859375, + 694.9000244140625, + 698.7999877929688, + 681.9000244140625, + 712.9000244140625, + 723.4000244140625, + 750.4000244140625, + 771.7000122070312, + 825.9000244140625, + 813.0999755859375, + 762.5, + 732.2999877929688, + 668.7999877929688, + 618.5999755859375, + 549.7999877929688, + 571.5999755859375, + 624.2999877929688, + 661.0, + 721.5, + 732.5999755859375, + 741.5, + 757.7000122070312, + 738.2999877929688, + 725.9000244140625, + 727.2999877929688, + 728.7999877929688, + 735.4000244140625, + 745.7000122070312, + 767.5999755859375, + 765.2000122070312, + 796.4000244140625, + 775.9000244140625, + 726.4000244140625, + 733.4000244140625, + 701.5, + 710.5, + 725.0999755859375, + 713.9000244140625, + 711.0999755859375, + 749.4000244140625, + 759.7000122070312, + 751.7000122070312, + 763.4000244140625, + 726.7999877929688, + 745.0999755859375, + 739.7000122070312, + 699.2000122070312, + 767.0, + 764.7999877929688, + 749.7000122070312, + 768.0, + 786.5999755859375, + 833.300048828125, + 901.699951171875, + 891.0999755859375, + 920.9000244140625, + 944.5999755859375, + 993.699951171875, + 1014.0, + 971.199951171875, + 932.5999755859375, + 985.800048828125, + 1001.0, + 988.0, + 942.4000244140625, + 945.5, + 952.199951171875, + 963.0999755859375, + 919.699951171875, + 877.9000244140625, + 869.199951171875, + 915.5999755859375, + 936.0, + 927.9000244140625, + 934.800048828125, + 972.5, + 1004.0, + 1011.800048828125, + 1008.0, + 1010.699951171875, + 1041.800048828125, + 1068.9000244140625, + 1042.699951171875, + 1034.699951171875, + 1025.4000244140625, + 1003.5999755859375, + 982.4000244140625, + 959.699951171875, + 942.4000244140625, + 935.4000244140625, + 941.9000244140625, + 964.5, + 1022.300048828125, + 1033.9000244140625, + 1017.800048828125, + 1076.0, + 1079.0999755859375, + 1072.5999755859375, + 1058.800048828125, + 1026.300048828125, + 1036.4000244140625, + 1028.4000244140625, + 1035.300048828125, + 987.9000244140625, + 988.699951171875, + 1010.5, + 1042.5999755859375, + 1038.9000244140625, + 1062.699951171875, + 1093.5, + 1083.5, + 1114.5, + 1121.800048828125, + 1106.9000244140625, + 1057.9000244140625, + 1036.4000244140625, + 1049.300048828125, + 1038.4000244140625, + 1003.0999755859375, + 984.0999755859375, + 1002.5, + 974.5, + 963.5999755859375, + 986.699951171875, + 924.199951171875, + 892.4000244140625, + 929.9000244140625, + 934.4000244140625, + 938.0, + 964.300048828125, + 994.5999755859375, + 999.0999755859375, + 1014.4000244140625, + 1017.0999755859375, + 988.5999755859375, + 956.4000244140625, + 946.5999755859375, + 917.0, + 909.9000244140625, + 950.4000244140625, + 977.5999755859375, + 1037.9000244140625, + 1049.199951171875, + 1047.0, + 1043.4000244140625, + 1056.0999755859375, + 1034.4000244140625, + 1027.199951171875, + 1064.4000244140625, + 1006.699951171875, + 1000.4000244140625, + 1036.5999755859375, + 1077.5, + 1098.0999755859375, + 1128.800048828125, + 1078.9000244140625, + 1090.300048828125, + 1133.5, + 1157.0999755859375, + 1165.0, + 1207.0, + 1189.0, + 1214.300048828125, + 1254.0999755859375, + 1248.199951171875, + 1207.4000244140625, + 1174.699951171875, + 1130.699951171875, + 1093.0, + 1028.4000244140625, + 996.300048828125, + 986.0999755859375, + 965.5999755859375, + 969.199951171875, + 1032.4000244140625, + 1021.800048828125, + 1046.5999755859375, + 1088.699951171875, + 1142.4000244140625, + 1162.699951171875, + 1219.699951171875, + 1234.199951171875, + 1190.0, + 1228.800048828125, + 1216.199951171875, + 1196.699951171875, + 1165.9000244140625, + 1176.5999755859375, + 1192.5, + 1186.699951171875, + 1197.9000244140625, + 1171.199951171875, + 1181.300048828125, + 1178.9000244140625, + 1172.4000244140625, + 1111.4000244140625, + 1050.9000244140625, + 1059.5, + 1093.0, + 1087.699951171875, + 1109.0, + 1077.0, + 1071.699951171875, + 1068.5, + 1070.5999755859375, + 1046.199951171875, + 1021.0, + 1019.800048828125, + 1031.5999755859375, + 1014.9000244140625, + 1055.0, + 1057.4000244140625, + 1070.4000244140625, + 1070.4000244140625, + 1082.699951171875, + 1056.0999755859375, + 1100.4000244140625, + 1120.0999755859375, + 1077.800048828125, + 1051.5999755859375, + 1089.0, + 1154.9000244140625, + 1181.9000244140625, + 1214.0999755859375, + 1214.4000244140625, + 1245.0, + 1238.5, + 1232.699951171875, + 1172.699951171875, + 1174.800048828125, + 1116.9000244140625, + 1117.199951171875, + 1113.300048828125, + 1151.4000244140625, + 1199.5, + 1188.300048828125, + 1233.800048828125, + 1233.5999755859375, + 1222.4000244140625, + 1274.0, + 1254.4000244140625, + 1264.0, + 1217.199951171875, + 1193.699951171875, + 1207.5999755859375, + 1183.800048828125, + 1159.699951171875, + 1115.9000244140625, + 1132.300048828125, + 1154.800048828125, + 1195.5, + 1183.5, + 1138.5999755859375, + 1133.4000244140625, + 1173.300048828125, + 1180.300048828125, + 1131.5999755859375, + 1133.0999755859375, + 1098.0999755859375, + 1079.5, + 1176.699951171875, + 1166.0, + 1148.0999755859375, + 1085.5, + 1141.4000244140625, + 1123.0999755859375, + 1116.4000244140625, + 1101.9000244140625, + 1044.0999755859375, + 1076.5999755859375, + 1087.0999755859375, + 1083.300048828125, + 1060.5999755859375, + 1093.5, + 1124.300048828125, + 1095.0, + 1138.0999755859375, + 1121.9000244140625, + 1110.0999755859375, + 1131.5999755859375, + 1119.5, + 1119.5, + 1078.9000244140625, + 1083.199951171875, + 1100.300048828125, + 1144.4000244140625, + 1158.800048828125, + 1158.300048828125, + 1139.699951171875, + 1161.4000244140625, + 1177.5, + 1200.800048828125, + 1185.0999755859375, + 1176.5, + 1163.0, + 1143.300048828125, + 1172.5999755859375, + 1180.5, + 1132.300048828125, + 1139.699951171875, + 1169.0, + 1138.199951171875, + 1165.0, + 1181.699951171875, + 1162.300048828125, + 1172.800048828125, + 1207.0, + 1173.5999755859375, + 1136.9000244140625, + 1136.5, + 1143.0999755859375, + 1166.5999755859375, + 1181.800048828125, + 1178.9000244140625, + 1203.0, + 1186.199951171875, + 1178.800048828125, + 1227.5, + 1233.300048828125, + 1207.800048828125, + 1201.0999755859375, + 1222.0, + 1240.800048828125, + 1259.300048828125, + 1252.0, + 1207.4000244140625, + 1187.0, + 1201.300048828125, + 1195.4000244140625, + 1181.5999755859375, + 1162.5999755859375, + 1147.699951171875, + 1134.699951171875, + 1181.4000244140625, + 1197.4000244140625, + 1204.4000244140625, + 1195.5, + 1205.0, + 1202.199951171875, + 1210.0999755859375, + 1238.0, + 1292.0999755859375, + 1263.9000244140625, + 1260.699951171875, + 1252.9000244140625, + 1280.4000244140625, + 1311.9000244140625, + 1324.5, + 1314.0, + 1284.199951171875, + 1296.199951171875, + 1295.0, + 1319.0, + 1299.300048828125, + 1288.199951171875, + 1330.199951171875, + 1323.300048828125, + 1279.0999755859375, + 1281.9000244140625, + 1285.5999755859375, + 1277.300048828125, + 1295.0999755859375, + 1292.0, + 1251.5999755859375, + 1260.0999755859375, + 1260.4000244140625, + 1288.699951171875, + 1305.0, + 1304.5, + 1272.0999755859375, + 1252.199951171875, + 1251.699951171875, + 1273.199951171875, + 1231.800048828125, + 1240.300048828125, + 1204.300048828125, + 1190.800048828125, + 1192.699951171875, + 1190.5999755859375, + 1189.0999755859375, + 1147.199951171875, + 1196.800048828125, + 1210.5999755859375, + 1254.199951171875, + 1263.699951171875, + 1254.199951171875, + 1304.0999755859375, + 1304.300048828125, + 1305.9000244140625, + 1299.0, + 1318.4000244140625, + 1280.5999755859375, + 1289.5999755859375, + 1330.9000244140625, + 1359.5, + 1316.4000244140625, + 1309.0, + 1330.9000244140625, + 1340.9000244140625, + 1333.699951171875, + 1331.800048828125, + 1332.0999755859375, + 1308.0, + 1274.5, + 1270.5999755859375, + 1252.0999755859375, + 1239.0, + 1214.199951171875, + 1226.0999755859375, + 1280.5, + 1272.199951171875, + 1258.800048828125, + 1261.199951171875, + 1264.699951171875, + 1267.5, + 1249.0999755859375, + 1259.9000244140625, + 1224.699951171875, + 1211.5, + 1207.9000244140625, + 1265.4000244140625, + 1281.699951171875, + 1264.0, + 1265.0, + 1243.699951171875, + 1229.300048828125, + 1217.5999755859375, + 1203.199951171875, + 1200.4000244140625, + 1175.199951171875, + 1158.5999755859375, + 1164.9000244140625, + 1222.9000244140625, + 1237.5999755859375, + 1250.0, + 1262.0999755859375, + 1252.199951171875, + 1281.300048828125, + 1285.0999755859375, + 1287.800048828125, + 1253.300048828125, + 1241.800048828125, + 1246.699951171875, + 1229.5999755859375, + 1240.5999755859375, + 1201.300048828125, + 1205.300048828125, + 1205.199951171875, + 1221.300048828125, + 1203.0999755859375, + 1204.199951171875, + 1189.9000244140625, + 1168.800048828125, + 1161.5999755859375, + 1145.800048828125, + 1149.0, + 1170.800048828125, + 1161.800048828125, + 1187.199951171875, + 1193.0999755859375, + 1201.300048828125, + 1222.0, + 1251.699951171875, + 1308.4000244140625, + 1306.0, + 1331.0, + 1276.0, + 1265.9000244140625, + 1266.5, + 1298.4000244140625, + 1328.5, + 1336.5999755859375, + 1312.699951171875, + 1307.199951171875, + 1308.800048828125, + 1324.5, + 1340.699951171875, + 1392.4000244140625, + 1357.5999755859375, + 1356.0, + 1316.5, + 1324.300048828125, + 1343.699951171875, + 1314.5999755859375, + 1305.5999755859375, + 1309.0999755859375, + 1336.0999755859375, + 1322.5999755859375, + 1309.0, + 1327.4000244140625, + 1277.0, + 1338.5, + 1384.5999755859375, + 1394.9000244140625, + 1411.300048828125, + 1391.5, + 1406.4000244140625, + 1413.0999755859375, + 1398.199951171875, + 1335.9000244140625, + 1314.800048828125, + 1264.5, + 1229.800048828125, + 1203.199951171875, + 1200.699951171875, + 1191.699951171875, + 1197.5, + 1237.300048828125, + 1213.9000244140625, + 1231.699951171875, + 1214.4000244140625, + 1225.9000244140625, + 1187.9000244140625, + 1212.0999755859375, + 1225.699951171875, + 1184.699951171875, + 1242.0999755859375, + 1216.4000244140625, + 1210.300048828125, + 1242.5, + 1257.199951171875, + 1238.0999755859375, + 1217.4000244140625, + 1237.300048828125, + 1189.0, + 1197.300048828125, + 1218.9000244140625, + 1266.5999755859375, + 1260.300048828125, + 1276.4000244140625, + 1310.0999755859375, + 1315.5999755859375, + 1309.5999755859375, + 1310.0, + 1312.0999755859375, + 1301.0, + 1264.699951171875, + 1231.4000244140625, + 1241.5, + 1202.199951171875, + 1183.199951171875, + 1181.699951171875, + 1181.300048828125, + 1174.199951171875, + 1178.0, + 1178.0, + 1183.9000244140625, + 1207.5999755859375, + 1207.699951171875, + 1247.9000244140625, + 1254.9000244140625, + 1249.199951171875, + 1262.0, + 1254.5999755859375, + 1260.0999755859375, + 1227.5999755859375, + 1240.199951171875, + 1257.800048828125, + 1253.9000244140625, + 1255.0999755859375, + 1242.0999755859375, + 1251.9000244140625, + 1249.699951171875, + 1265.800048828125, + 1260.0, + 1252.9000244140625, + 1252.5999755859375, + 1257.199951171875, + 1274.699951171875, + 1304.699951171875, + 1331.0999755859375, + 1331.300048828125, + 1320.800048828125, + 1290.800048828125, + 1285.800048828125, + 1270.300048828125, + 1250.0, + 1262.699951171875, + 1212.0, + 1212.699951171875, + 1191.199951171875, + 1185.300048828125, + 1200.0999755859375, + 1207.300048828125, + 1221.800048828125, + 1186.199951171875, + 1248.5999755859375, + 1251.0, + 1245.5, + 1235.0999755859375, + 1209.199951171875, + 1207.4000244140625, + 1192.5999755859375, + 1180.0, + 1145.0999755859375, + 1163.5, + 1175.699951171875, + 1198.5999755859375, + 1233.0999755859375, + 1249.0, + 1258.5999755859375, + 1258.0, + 1262.199951171875, + 1291.699951171875, + 1273.4000244140625, + 1281.0, + 1248.9000244140625, + 1277.5999755859375, + 1297.699951171875, + 1304.5999755859375, + 1295.300048828125, + 1238.9000244140625, + 1247.5, + 1254.4000244140625, + 1237.300048828125, + 1204.4000244140625, + 1205.0999755859375, + 1208.5999755859375, + 1180.199951171875, + 1198.5999755859375, + 1206.4000244140625, + 1166.300048828125, + 1171.0, + 1179.0999755859375, + 1180.9000244140625, + 1188.0, + 1242.0999755859375, + 1270.699951171875, + 1286.9000244140625, + 1345.0999755859375, + 1328.5999755859375, + 1337.5999755859375, + 1315.5999755859375, + 1301.9000244140625, + 1269.199951171875, + 1265.0, + 1255.800048828125, + 1223.9000244140625, + 1225.4000244140625, + 1247.5999755859375, + 1274.300048828125, + 1301.300048828125, + 1327.4000244140625, + 1302.5999755859375, + 1309.9000244140625, + 1304.9000244140625, + 1327.9000244140625, + 1334.699951171875, + 1324.5, + 1304.5999755859375, + 1302.699951171875, + 1300.300048828125, + 1301.699951171875, + 1294.5, + 1294.0999755859375, + 1291.9000244140625, + 1266.5, + 1269.4000244140625, + 1287.5, + 1288.300048828125, + 1301.0999755859375, + 1307.0, + 1278.300048828125, + 1294.0999755859375, + 1304.5, + 1311.0, + 1289.300048828125, + 1305.4000244140625, + 1305.9000244140625, + 1276.9000244140625, + 1313.5, + 1318.5, + 1328.4000244140625, + 1321.5, + 1318.800048828125, + 1316.699951171875, + 1334.300048828125, + 1354.5, + 1360.699951171875, + 1359.5999755859375, + 1340.9000244140625, + 1341.0, + 1323.9000244140625, + 1325.699951171875, + 1310.9000244140625, + 1286.5, + 1320.9000244140625, + 1364.9000244140625, + 1380.9000244140625, + 1415.4000244140625, + 1428.0999755859375, + 1444.9000244140625, + 1488.199951171875, + 1446.5, + 1424.4000244140625, + 1413.300048828125, + 1373.4000244140625, + 1326.699951171875, + 1362.5999755859375, + 1363.5, + 1330.0999755859375, + 1317.300048828125, + 1333.0999755859375, + 1344.0999755859375, + 1353.800048828125, + 1356.300048828125, + 1359.800048828125, + 1277.0999755859375, + 1253.4000244140625, + 1313.0999755859375, + 1318.5, + 1355.300048828125, + 1344.199951171875, + 1337.5, + 1376.4000244140625, + 1387.4000244140625, + 1398.699951171875, + 1339.4000244140625, + 1347.199951171875, + 1312.5, + 1326.199951171875, + 1292.5999755859375, + 1258.5999755859375, + 1288.5, + 1277.199951171875, + 1278.4000244140625, + 1285.5999755859375, + 1289.4000244140625, + 1321.300048828125, + 1313.199951171875, + 1347.5, + 1306.699951171875, + 1320.4000244140625, + 1341.5, + 1334.5, + 1312.4000244140625, + 1278.9000244140625, + 1288.199951171875, + 1298.800048828125, + 1315.300048828125, + 1338.0, + 1309.9000244140625, + 1319.800048828125, + 1361.199951171875, + 1393.300048828125, + 1383.800048828125, + 1374.800048828125, + 1356.0999755859375, + 1363.0, + 1368.4000244140625, + 1340.4000244140625, + 1311.0, + 1317.0, + 1337.0, + 1369.199951171875, + 1403.9000244140625, + 1403.300048828125, + 1381.699951171875, + 1394.199951171875, + 1416.0999755859375, + 1431.0999755859375, + 1412.4000244140625, + 1429.4000244140625, + 1379.199951171875, + 1366.699951171875, + 1378.300048828125, + 1404.4000244140625, + 1413.699951171875, + 1412.9000244140625, + 1426.300048828125, + 1442.300048828125, + 1403.0, + 1420.4000244140625, + 1387.0999755859375, + 1397.9000244140625, + 1348.5, + 1346.699951171875, + 1337.699951171875, + 1349.4000244140625, + 1331.199951171875, + 1347.5999755859375, + 1331.699951171875, + 1342.9000244140625, + 1318.199951171875, + 1325.4000244140625, + 1330.800048828125, + 1325.5999755859375, + 1331.300048828125, + 1331.300048828125, + 1369.4000244140625, + 1360.5, + 1360.800048828125, + 1337.5, + 1332.0, + 1298.5999755859375, + 1305.5999755859375, + 1294.0, + 1304.199951171875, + 1297.4000244140625, + 1290.800048828125, + 1344.9000244140625, + 1387.9000244140625, + 1385.699951171875, + 1417.5999755859375, + 1431.800048828125, + 1428.800048828125, + 1393.0999755859375, + 1395.800048828125, + 1371.199951171875, + 1331.4000244140625, + 1289.9000244140625, + 1293.800048828125, + 1279.300048828125, + 1293.699951171875, + 1324.5, + 1325.5, + 1318.4000244140625, + 1318.699951171875, + 1350.5999755859375, + 1342.9000244140625, + 1353.0, + 1320.9000244140625, + 1308.5, + 1322.9000244140625, + 1283.0999755859375, + 1282.0999755859375, + 1285.4000244140625, + 1297.5999755859375, + 1319.699951171875, + 1318.4000244140625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 6.405583553714678e-05, + 4.9068192311096936e-05, + 4.026971510029398e-05, + 3.3581542083993554e-05, + 2.9107020964147523e-05, + 2.580973341537174e-05, + 2.314368430234026e-05, + 2.095814488711767e-05, + 1.897040056064725e-05, + 1.7402886442141607e-05, + 1.6026175217120908e-05, + 1.4844086763332598e-05, + 1.381192578264745e-05, + 1.294091453019064e-05, + 1.2183348189864773e-05, + 1.1555181117728353e-05, + 1.1002523933711927e-05, + 1.0498914889467414e-05, + 1.0008462595578749e-05, + 9.540307473798748e-06, + 9.104587661568075e-06, + 8.715868716535624e-06, + 8.36901381262578e-06, + 8.081853593466803e-06, + 7.82999904913595e-06, + 7.615236881974852e-06, + 7.398914931400213e-06, + 7.190149972302606e-06, + 6.997942818998126e-06, + 6.805782504670788e-06, + 6.623097306146519e-06, + 6.454695721913595e-06, + 6.30133490631124e-06, + 6.160422344692051e-06, + 6.036023478372954e-06, + 5.91755679124617e-06, + 5.810893526358996e-06, + 5.708921889890917e-06, + 5.610129392152885e-06, + 5.517131285159849e-06, + 5.430487362900749e-06, + 5.352764219423989e-06, + 5.279329798213439e-06, + 5.212684754951624e-06, + 5.1485180847521406e-06, + 5.08823632117128e-06, + 5.027100542065455e-06, + 4.965914740751032e-06, + 4.902628916170215e-06, + 4.836509106098674e-06, + 4.768503458763007e-06, + 4.7024341256474145e-06, + 4.636301582650049e-06, + 4.5712276914855465e-06, + 4.50614652436343e-06, + 4.441404144017724e-06, + 4.379207439342281e-06, + 4.3190852920815814e-06, + 4.262001766619505e-06, + 4.205808181723114e-06, + 4.1520793274685275e-06, + 4.099579200556036e-06, + 4.048594746564049e-06, + 3.998813099315157e-06, + 3.946931883547222e-06, + 3.896018824889325e-06, + 3.846386334771523e-06, + 3.798515990638407e-06, + 3.751729309442453e-06, + 3.7064644402562408e-06, + 3.6641913538915105e-06, + 3.623776137828827e-06, + 3.584910473364289e-06, + 3.5470602597342804e-06, + 3.510946498863632e-06, + 3.475423454801785e-06, + 3.440167347434908e-06, + 3.4052325190714328e-06, + 3.370489821463707e-06, + 3.3364788123435574e-06, + 3.302545337646734e-06, + 3.269423132223892e-06, + 3.237394594179932e-06, + 3.206256678822683e-06, + 3.1762776870891685e-06, + 3.1476999993174104e-06, + 3.1196780128084356e-06, + 3.0929322747397237e-06, + 3.0668702493130695e-06, + 3.0405251436604885e-06, + 3.01365548693866e-06, + 2.987348807437229e-06, + 2.9614272989419987e-06, + 2.93541688733967e-06, + 2.9108100534358528e-06, + 2.888449444071739e-06, + 2.8677341106231324e-06, + 2.8487493182183243e-06, + 2.8311442292761058e-06, + 2.8140793801867403e-06, + 2.79643495559867e-06, + 2.779048600132228e-06, + 2.761668611128698e-06, + 2.7439127734396607e-06, + 2.7258056434220634e-06, + 2.707218754949281e-06, + 2.6875557068706257e-06, + 2.6665563837013906e-06, + 2.645340373419458e-06, + 2.6245984372508246e-06, + 2.6040193006338086e-06, + 2.5847282358881785e-06, + 2.5663105134299258e-06, + 2.547798430896364e-06, + 2.5293161343142856e-06, + 2.511130333004985e-06, + 2.4924299850681564e-06, + 2.47287675847474e-06, + 2.453361503285123e-06, + 2.4336984552064678e-06, + 2.4128437416948145e-06, + 2.3922711989143863e-06, + 2.3724862785456935e-06, + 2.352372803215985e-06, + 2.3327404505835148e-06, + 2.313960976607632e-06, + 2.296020284120459e-06, + 2.278274905620492e-06, + 2.2609867755818414e-06, + 2.2440826796810143e-06, + 2.2265135157795157e-06, + 2.209490503446432e-06, + 2.1924713564658305e-06, + 2.1756093246949604e-06, + 2.1586331513390178e-06, + 2.1420391931314953e-06, + 2.126000936186756e-06, + 2.110357854689937e-06, + 2.094729552482022e-06, + 2.0784018488484435e-06, + 2.0617826521629468e-06, + 2.04527123059961e-06, + 2.0281202068872517e-06, + 2.010663820328773e-06, + 1.9943140614486765e-06, + 1.9778860860242276e-06, + 1.9622859781520674e-06, + 1.946278416653513e-06, + 1.9307485672470648e-06, + 1.915189159262809e-06, + 1.899713538477954e-06, + 1.8847457567972015e-06, + 1.8696997585720965e-06, + 1.855143977991247e-06, + 1.840848199208267e-06, + 1.8268790427100612e-06, + 1.8129329646399128e-06, + 1.7989688103625667e-06, + 1.7849185951490654e-06, + 1.7714912701194407e-06, + 1.7580731537236716e-06, + 1.7446526499043102e-06, + 1.7313151374764857e-06, + 1.7183017462230055e-06, + 1.705249246697349e-06, + 1.6921073893172434e-06, + 1.6795814872239134e-06, + 1.6676310679031303e-06, + 1.6557202116018743e-06, + 1.6441155139546026e-06, + 1.6327829825968365e-06, + 1.6215924460993847e-06, + 1.6108648424051353e-06, + 1.5998474509615335e-06, + 1.5888693951637833e-06, + 1.5776907957842923e-06, + 1.5664112424929044e-06, + 1.5545770111202728e-06, + 1.54315898726054e-06, + 1.5326536413340364e-06, + 1.5227415133267641e-06, + 1.5138344906517887e-06, + 1.50571452195436e-06, + 1.4985893130869954e-06, + 1.4912701544744777e-06, + 1.4833788100077072e-06, + 1.4751394701306708e-06, + 1.4662809917354025e-06, + 1.457428311368858e-06, + 1.4486101918009808e-06, + 1.4397436416402343e-06, + 1.4312407756733592e-06, + 1.4230083706934238e-06, + 1.4148836271488108e-06, + 1.4068631344343885e-06, + 1.3988899354444584e-06, + 1.3909251492805197e-06, + 1.3828504279445042e-06, + 1.3749231584370136e-06, + 1.3667994380739401e-06, + 1.3590060916612856e-06, + 1.3518149444280425e-06, + 1.3446547200146597e-06, + 1.3378974017541623e-06, + 1.331142470917257e-06, + 1.3243393368611578e-06, + 1.3177289019949967e-06, + 1.3112287433614256e-06, + 1.3044681281826342e-06, + 1.297707058256492e-06, + 1.2911068552057259e-06, + 1.2844931234212709e-06, + 1.2782780913767056e-06, + 1.2719870028377045e-06, + 1.265820628759684e-06, + 1.2600623904290842e-06, + 1.2538233704617596e-06, + 1.2476822348617134e-06, + 1.2417378911777632e-06, + 1.2357244258964784e-06, + 1.2296437716941e-06, + 1.2232876542839222e-06, + 1.2165077123427182e-06, + 1.2099058039893862e-06, + 1.203183501274907e-06, + 1.1963921906499309e-06, + 1.1893590681211208e-06, + 1.182297637569718e-06, + 1.1756404774132534e-06, + 1.1693426813508268e-06, + 1.1627840876826667e-06, + 1.1562260624486953e-06, + 1.1498510730234557e-06, + 1.1438584124334739e-06, + 1.137929871219967e-06, + 1.1320424846417154e-06, + 1.1261709005339071e-06, + 1.1206396948182373e-06, + 1.115427266995539e-06, + 1.1103292081315885e-06, + 1.1050256034650374e-06, + 1.0996734545187792e-06, + 1.0944359019049443e-06, + 1.0892264299400267e-06, + 1.0838772368515492e-06, + 1.078428681466903e-06, + 1.0730124131441698e-06, + 1.067689481715206e-06, + 1.0624236210787785e-06, + 1.0570691983957659e-06, + 1.0516514521441422e-06, + 1.0464391380082816e-06, + 1.0413357358629582e-06, + 1.0363445426264661e-06, + 1.0315218332834775e-06, + 1.026859081321163e-06, + 1.022358333102602e-06, + 1.0179896889894735e-06, + 1.0137024446521536e-06, + 1.0094336175825447e-06, + 1.0051118124465575e-06, + 1.0005851436289959e-06, + 9.9606268122443e-07, + 9.91664364846656e-07, + 9.870714166027028e-07, + 9.825231472859741e-07, + 9.780584377949708e-07, + 9.737049140312592e-07, + 9.695347671367927e-07, + 9.653722372604534e-07, + 9.612890607968438e-07, + 9.572254384693224e-07, + 9.53390497215878e-07, + 9.495932999925571e-07, + 9.457540386392793e-07, + 9.418363333679736e-07, + 9.379756988892041e-07, + 9.340705560134666e-07, + 9.300979968429601e-07, + 9.262067806048435e-07, + 9.222500807481993e-07, + 9.183138445223449e-07, + 9.144744126388105e-07, + 9.10845301405061e-07, + 9.073273190551845e-07, + 9.038026291818824e-07, + 9.003503578242089e-07, + 8.970488352133543e-07, + 8.938409337133635e-07, + 8.906041557565914e-07, + 8.874873174136155e-07, + 8.844335184221563e-07, + 8.813350973468914e-07, + 8.784585361354402e-07, + 8.757039609008643e-07, + 8.728574130145716e-07, + 8.700211537870928e-07, + 8.671980822327896e-07, + 8.643207252134744e-07, + 8.613791919742653e-07, + 8.584507327213942e-07, + 8.555042541047442e-07, + 8.525768180334126e-07, + 8.497565886500524e-07, + 8.470513535030477e-07, + 8.443957995041274e-07, + 8.418438142143714e-07, + 8.393310508836294e-07, + 8.367271107090346e-07, + 8.340705903719936e-07, + 8.312743489113927e-07, + 8.284728778562567e-07, + 8.257022159341432e-07, + 8.22965319002833e-07, + 8.202196113415994e-07, + 8.175536549970275e-07, + 8.149288532877108e-07, + 8.122324288706295e-07, + 8.097037493826065e-07, + 8.072113359958166e-07, + 8.046498578551109e-07, + 8.02010049483215e-07, + 7.993435247044545e-07, + 7.966269208736776e-07, + 7.940534487715922e-07, + 7.914751449789037e-07, + 7.888182267379307e-07, + 7.861306698941917e-07, + 7.834495363567839e-07, + 7.806977464497322e-07, + 7.780125201861665e-07, + 7.752959163553896e-07, + 7.725172395112168e-07, + 7.69778523590503e-07, + 7.671542334719561e-07, + 7.646241897418804e-07, + 7.62209992899443e-07, + 7.598953857268498e-07, + 7.577344263154373e-07, + 7.556561172350484e-07, + 7.53613562665123e-07, + 7.516271693930321e-07, + 7.496468583667593e-07, + 7.475521215383196e-07, + 7.454938781847886e-07, + 7.434010171891714e-07, + 7.412401714645966e-07, + 7.389905931631802e-07, + 7.367197554231097e-07, + 7.3435757030893e-07, + 7.319881092371361e-07, + 7.297228989955329e-07, + 7.274035738191742e-07, + 7.251275633279874e-07, + 7.229066341096768e-07, + 7.207603403003304e-07, + 7.186114885371353e-07, + 7.164510407164926e-07, + 7.143183324842539e-07, + 7.121826115508156e-07, + 7.101108963070146e-07, + 7.080375894474855e-07, + 7.059845188450709e-07, + 7.039584488666151e-07, + 7.020519205980236e-07, + 7.002615802775836e-07, + 6.984685114730382e-07, + 6.966312753320381e-07, + 6.948153554731107e-07, + 6.929766414032201e-07, + 6.912030698913441e-07, + 6.894499620102579e-07, + 6.877135660943168e-07, + 6.859850145701785e-07, + 6.84306769471732e-07, + 6.826790581726527e-07, + 6.810630566178588e-07, + 6.794383011765603e-07, + 6.778495276194008e-07, + 6.762080602129572e-07, + 6.745731297996826e-07, + 6.72928422318364e-07, + 6.712940603392781e-07, + 6.696513992210384e-07, + 6.680590445284906e-07, + 6.664103011644329e-07, + 6.6474285631557e-07, + 6.631486257901997e-07, + 6.616025984840235e-07, + 6.60011323816434e-07, + 6.583346703337156e-07, + 6.56630334106012e-07, + 6.548917212967353e-07, + 6.531648750751629e-07, + 6.514071060337301e-07, + 6.496709943348833e-07, + 6.479551757365698e-07, + 6.463339445872407e-07, + 6.447205009862955e-07, + 6.43196244709543e-07, + 6.416809696929704e-07, + 6.401801329047885e-07, + 6.386375162037439e-07, + 6.370408414113626e-07, + 6.354693482535367e-07, + 6.338485150081397e-07, + 6.32238936759677e-07, + 6.306545401457697e-07, + 6.290144938247977e-07, + 6.274107136050588e-07, + 6.258056828301051e-07, + 6.242702852432558e-07, + 6.227742233022582e-07, + 6.212702601260389e-07, + 6.198051210049016e-07, + 6.183785217217519e-07, + 6.170138249217416e-07, + 6.156369636300951e-07, + 6.142409461062925e-07, + 6.128044560682611e-07, + 6.113910444582871e-07, + 6.100391942709393e-07, + 6.087011570343748e-07, + 6.07324011525634e-07, + 6.059468091734743e-07, + 6.046340672583028e-07, + 6.033269528415985e-07, + 6.020670753059676e-07, + 6.008349942021596e-07, + 5.994994580760249e-07, + 5.98183589772816e-07, + 5.96895176840917e-07, + 5.956836162113177e-07, + 5.944163490312349e-07, + 5.931762530053675e-07, + 5.919500267737021e-07, + 5.907460831622302e-07, + 5.896109769309987e-07, + 5.884463121219596e-07, + 5.872762471881288e-07, + 5.861160730091797e-07, + 5.849857984685514e-07, + 5.838262495672097e-07, + 5.826400979458413e-07, + 5.814907808598946e-07, + 5.803022986583528e-07, + 5.791368948848685e-07, + 5.77989567318582e-07, + 5.768259825345012e-07, + 5.756807013312937e-07, + 5.745412181568099e-07, + 5.734484602726297e-07, + 5.723566118831513e-07, + 5.712529400625499e-07, + 5.701107284039608e-07, + 5.689601039193803e-07, + 5.678159027411311e-07, + 5.666958600158978e-07, + 5.655602990373154e-07, + 5.644149041472701e-07, + 5.632530246657552e-07, + 5.621124046228942e-07, + 5.609859385913296e-07, + 5.598780603577325e-07, + 5.587944542639889e-07, + 5.576886223934707e-07, + 5.565810283769679e-07, + 5.555238544729946e-07, + 5.544650321098743e-07, + 5.533842681870738e-07, + 5.523371555682388e-07, + 5.512706593435723e-07, + 5.501942155206052e-07, + 5.491406227520201e-07, + 5.480828235704394e-07, + 5.469996153806278e-07, + 5.459516501105099e-07, + 5.449413151836779e-07, + 5.439360393211246e-07, + 5.429297402770317e-07, + 5.419076387624955e-07, + 5.408771244219679e-07, + 5.398542270995677e-07, + 5.388154704633052e-07, + 5.377963248065498e-07, + 5.367883204598911e-07, + 5.357438794817426e-07, + 5.346997227206884e-07, + 5.336822823664988e-07, + 5.326753580447985e-07, + 5.316559850143676e-07, + 5.306259822646098e-07, + 5.295859750731324e-07, + 5.285572228785895e-07, + 5.27569966379815e-07, + 5.266039693196944e-07, + 5.256309236756351e-07, + 5.246673140391067e-07, + 5.237191658125084e-07, + 5.227905717219983e-07, + 5.21877950632188e-07, + 5.209795972405118e-07, + 5.200484451961529e-07, + 5.191089371692215e-07, + 5.181683491173317e-07, + 5.172390160623763e-07, + 5.163066134628025e-07, + 5.153806341695599e-07, + 5.144528358869138e-07, + 5.135080414220283e-07, + 5.125268103256531e-07, + 5.115716703585349e-07, + 5.106235221319366e-07, + 5.096856625641522e-07, + 5.087318299956678e-07, + 5.077593527857971e-07, + 5.067824417892552e-07, + 5.058180931882816e-07, + 5.048802336204972e-07, + 5.03938167639717e-07, + 5.030015586271475e-07, + 5.020521598453342e-07, + 5.011215193917451e-07, + 5.002032708034676e-07, + 4.992596132069593e-07, + 4.983254484614008e-07, + 4.974267540092114e-07, + 4.965302764503576e-07, + 4.956354473506508e-07, + 4.947505090058257e-07, + 4.938573852086847e-07, + 4.929705141876184e-07, + 4.921153049508575e-07, + 4.912581061944366e-07, + 4.904045454168227e-07, + 4.895358074463729e-07, + 4.886600208919845e-07, + 4.877886681242671e-07, + 4.869428380516183e-07, + 4.861138904743711e-07, + 4.852888650930254e-07, + 4.844533236791904e-07, + 4.836484208681213e-07, + 4.828414148505544e-07, + 4.820611252398521e-07, + 4.812926590602729e-07, + 4.805261255569349e-07, + 4.79764025840268e-07, + 4.790058483195025e-07, + 4.782772862199636e-07, + 4.775201318807376e-07, + 4.76757321621335e-07, + 4.759703244872071e-07, + 4.751807125558116e-07, + 4.744003092582716e-07, + 4.735923653242935e-07, + 4.727877751520282e-07, + 4.7198577135532105e-07, + 4.7119146984186955e-07, + 4.703888123458455e-07, + 4.696125301961729e-07, + 4.68834116418293e-07, + 4.680342158280837e-07, + 4.672207865041855e-07, + 4.6643660311929125e-07, + 4.656602072827809e-07, + 4.648742049084831e-07, + 4.6408578668888367e-07, + 4.633049854874116e-07, + 4.6252867491602956e-07, + 4.6175557599781314e-07, + 4.609996722138021e-07, + 4.6026616473682225e-07, + 4.5953785843266814e-07, + 4.5882302401878405e-07, + 4.581184214202949e-07, + 4.574305876303697e-07, + 4.567386326925771e-07, + 4.5601879605783324e-07, + 4.553065195977979e-07, + 4.546044749531575e-07, + 4.53903879815698e-07, + 4.532040804861026e-07, + 4.5250544644659385e-07, + 4.5181965901974763e-07, + 4.5113054625289806e-07, + 4.5046328978060046e-07, + 4.498056114243809e-07, + 4.491522815897042e-07, + 4.484704163587594e-07, + 4.4778244046028703e-07, + 4.4710657221003203e-07, + 4.4643277874456544e-07, + 4.4577279822988203e-07, + 4.45122879000337e-07, + 4.444814578619116e-07, + 4.438499559000775e-07, + 4.432221487604693e-07, + 4.426096040788252e-07, + 4.420077743816364e-07, + 4.414047225509421e-07, + 4.4077387428842485e-07, + 4.401376827445347e-07, + 4.394974553179054e-07, + 4.3885341938221245e-07, + 4.3821680151268083e-07, + 4.3756779177783756e-07, + 4.3691929363376403e-07, + 4.3627187551464885e-07, + 4.356441252184595e-07, + 4.3502436142262013e-07, + 4.3440439867481473e-07, + 4.337950656463363e-07, + 4.3318246412127337e-07, + 4.325913209868304e-07, + 4.320002346958063e-07, + 4.314112231895706e-07, + 4.3081635681119224e-07, + 4.302323475258163e-07, + 4.296497877476213e-07, + 4.2907606712105917e-07, + 4.2851434045587666e-07, + 4.279578718069388e-07, + 4.274107254786941e-07, + 4.2686374968070595e-07, + 4.263081621047604e-07, + 4.257585715095047e-07, + 4.251988059422729e-07, + 4.2463807403692044e-07, + 4.2407532419019844e-07, + 4.235047867950925e-07, + 4.229223975471541e-07, + 4.2231576458107156e-07, + 4.2171242853328295e-07, + 4.210997985865106e-07, + 4.2051459558933857e-07, + 4.199360716938827e-07, + 4.1935925310099265e-07, + 4.187699857993721e-07, + 4.181692077054322e-07, + 4.1756695168260194e-07, + 4.169776275375625e-07, + 4.163928792877414e-07, + 4.1580943843655405e-07, + 4.152211090513447e-07, + 4.1462777744527557e-07, + 4.140138400998694e-07, + 4.1341746737089125e-07, + 4.12823993656275e-07, + 4.122498751257808e-07, + 4.11674392353234e-07, + 4.1109254311777477e-07, + 4.1052530264096276e-07, + 4.099639170362934e-07, + 4.094029293355561e-07, + 4.088324203621596e-07, + 4.0826961367201875e-07, + 4.077145661085524e-07, + 4.0715366367294337e-07, + 4.0661586808710126e-07, + 4.0605411300020933e-07, + 4.054750490922743e-07, + 4.0489385355613194e-07, + 4.043079684379336e-07, + 4.037324288219679e-07, + 4.031528533232631e-07, + 4.0257265254695085e-07, + 4.020006940663734e-07, + 4.014561625353963e-07, + 4.009220333500707e-07, + 4.00410016254682e-07, + 3.999135742560611e-07, + 3.9942938201420475e-07, + 3.9894760561764997e-07, + 3.9847085986366437e-07, + 3.9799317619326757e-07, + 3.9750108271618956e-07, + 3.9701981791040453e-07, + 3.965329256061523e-07, + 3.960543324410537e-07, + 3.955726413096272e-07, + 3.9510723581770435e-07, + 3.946337301385938e-07, + 3.941563306852913e-07, + 3.9369626847474137e-07, + 3.9321528788605065e-07, + 3.9274573282455094e-07, + 3.9227981574185833e-07, + 3.91802956301035e-07, + 3.913219188689254e-07, + 3.908495500581921e-07, + 3.9038656041157083e-07, + 3.899172895671654e-07, + 3.8946765812397643e-07, + 3.8901615084796504e-07, + 3.885578792051092e-07, + 3.8808303770565544e-07, + 3.8761200471526536e-07, + 3.8713636740794755e-07, + 3.8664970247737074e-07, + 3.8616249753431475e-07, + 3.8567910110032244e-07, + 3.851970689083828e-07, + 3.8471571883746947e-07, + 3.8423996784331393e-07, + 3.837788824512245e-07, + 3.8333126894940506e-07, + 3.8288126802399347e-07, + 3.824467853519309e-07, + 3.8202031760192767e-07, + 3.8159552673278085e-07, + 3.81171986418849e-07, + 3.807521693488525e-07, + 3.803320964834711e-07, + 3.799131889081764e-07, + 3.7949325815134216e-07, + 3.790660798586032e-07, + 3.7864003843424143e-07, + 3.782011219755077e-07, + 3.7776095496155904e-07, + 3.7732405644419487e-07, + 3.7688394627366506e-07, + 3.7644767303390836e-07, + 3.760106892514159e-07, + 3.755862110210728e-07, + 3.7515857798098295e-07, + 3.7472605640687107e-07, + 3.7429612120831735e-07, + 3.738669818176277e-07, + 3.734434699254052e-07, + 3.730178548266849e-07, + 3.725941724042059e-07, + 3.721662267253123e-07, + 3.717414358561655e-07, + 3.713202545441163e-07, + 3.709002953655727e-07, + 3.7047999512651586e-07, + 3.700550621488219e-07, + 3.696213468629139e-07, + 3.691801850891352e-07, + 3.6874021702715254e-07, + 3.683050522340636e-07, + 3.678810287510714e-07, + 3.674597905956034e-07, + 3.670448336379195e-07, + 3.666376358069101e-07, + 3.6622739685299166e-07, + 3.658347225155012e-07, + 3.654428439858748e-07, + 3.6505889511317946e-07, + 3.646778168331366e-07, + 3.6429293004403007e-07, + 3.6390676427799917e-07, + 3.6351693211145175e-07, + 3.6313946338850656e-07, + 3.6274312265049957e-07, + 3.6234712297300575e-07, + 3.619539086230361e-07, + 3.6156498595119047e-07, + 3.6118524349149084e-07, + 3.6080703580410045e-07, + 3.60434370350049e-07, + 3.600665365866007e-07, + 3.597104694108566e-07, + 3.5934957054450933e-07, + 3.589857158203813e-07, + 3.586157220070163e-07, + 3.582360079690261e-07, + 3.5785242857855337e-07, + 3.5746691651183937e-07, + 3.5708259815692145e-07, + 3.5669802400661865e-07, + 3.5630552019938477e-07, + 3.5591961022873875e-07, + 3.5553242128116835e-07, + 3.551559473180532e-07, + 3.547717994933919e-07, + 3.5438270629128965e-07, + 3.539925614859385e-07, + 3.5360625361136044e-07, + 3.532377377268858e-07, + 3.528676302266831e-07, + 3.524964142798126e-07, + 3.521311953136319e-07, + 3.517766060667782e-07, + 3.514226136758225e-07, + 3.5106845075461024e-07, + 3.50723468045544e-07, + 3.5037390944125946e-07, + 3.5002298659492226e-07, + 3.4968448403560615e-07, + 3.4934541304210143e-07, + 3.4900477885457803e-07, + 3.486644573058584e-07, + 3.483228852019238e-07, + 3.4796659065250424e-07, + 3.476030201454705e-07, + 3.4723578323792026e-07, + 3.468529428118927e-07, + 3.464758435711701e-07, + 3.460972095581383e-07, + 3.457257662375923e-07, + 3.453592114510684e-07, + 3.450027463713923e-07, + 3.4464835607650457e-07, + 3.442974616518768e-07, + 3.4395631587358366e-07, + 3.43615596420932e-07, + 3.432694768434885e-07, + 3.4291682027287607e-07, + 3.425576267090946e-07, + 3.421921803692385e-07, + 3.418345215777663e-07, + 3.414757827613357e-07, + 3.41119346103369e-07, + 3.407575661640294e-07, + 3.4039490515169746e-07, + 3.400358821181726e-07, + 3.396831971258507e-07, + 3.3933193321900035e-07, + 3.3898220408445923e-07, + 3.3863298654068785e-07, + 3.3828655432444066e-07, + 3.3794111686802353e-07, + 3.3759712891878735e-07, + 3.372607579876785e-07, + 3.369244154782791e-07, + 3.3658409392955946e-07, + 3.362444260801567e-07, + 3.3590222869861464e-07, + 3.3555934919604624e-07, + 3.3522479725434096e-07, + 3.348869768160512e-07, + 3.34547280544939e-07, + 3.342067316225439e-07, + 3.338726628498989e-07, + 3.3353524031554116e-07, + 3.331985567456286e-07, + 3.328701723148697e-07, + 3.32533147684444e-07, + 3.321956967283768e-07, + 3.3185659731316264e-07, + 3.315200558517972e-07, + 3.3118504916274105e-07, + 3.3085140671573754e-07, + 3.3051415471163637e-07, + 3.3017266787283006e-07, + 3.2983049891299743e-07, + 3.29489466821542e-07, + 3.291539769634255e-07, + 3.288193113348825e-07, + 3.2848973319232755e-07, + 3.281605529537046e-07, + 3.2783583492346224e-07, + 3.275178812600643e-07, + 3.271922537351202e-07, + 3.2685662176845653e-07, + 3.26517891835465e-07, + 3.2617163014947437e-07, + 3.258231799918576e-07, + 3.2547154660278466e-07, + 3.2511042036276194e-07, + 3.2476035016770766e-07, + 3.244165611704375e-07, + 3.2407635330855555e-07, + 3.237465762140346e-07, + 3.234288499243121e-07, + 3.231032508210774e-07, + 3.2277830541715957e-07, + 3.2246205705632747e-07, + 3.2214961720455904e-07, + 3.218341930733004e-07, + 3.215169215309288e-07, + 3.211981436379574e-07, + 3.20879564696952e-07, + 3.2056095733423717e-07, + 3.202624156983802e-07, + 3.199700984168885e-07, + 3.196645081970928e-07, + 3.1935840638652735e-07, + 3.1904448860586854e-07, + 3.187339245869225e-07, + 3.184256058830215e-07, + 3.1810913014851394e-07, + 3.177908922680217e-07, + 3.1747086381983536e-07, + 3.171651314914925e-07, + 3.1685837598161015e-07, + 3.165602038279758e-07, + 3.162595874073304e-07, + 3.159672701258387e-07, + 3.156832804052101e-07, + 3.1539318001705396e-07, + 3.1510626286035404e-07, + 3.148197151858767e-07, + 3.145321727515693e-07, + 3.142444313652959e-07, + 3.139502666726912e-07, + 3.1365854624709755e-07, + 3.1335989092440286e-07, + 3.130709558263334e-07, + 3.1277963330467173e-07, + 3.1248433174368984e-07, + 3.1219127549775294e-07, + 3.1190373306344554e-07, + 3.1162412028606923e-07, + 3.113430864232214e-07, + 3.1106034725780773e-07, + 3.1077468065632274e-07, + 3.104847507984232e-07, + 3.102015284639492e-07, + 3.0991679977887543e-07, + 3.096238287980668e-07, + 3.0932463346289296e-07, + 3.0902819503353385e-07, + 3.0873439982315176e-07, + 3.0844523735140683e-07, + 3.081553074935073e-07, + 3.078648944665474e-07, + 3.075810752761754e-07, + 3.073040772960667e-07, + 3.070264540383505e-07, + 3.067451928018272e-07, + 3.0645784931948583e-07, + 3.061639120005566e-07, + 3.058707704894914e-07, + 3.055828585729614e-07, + 3.0529301398019015e-07, + 3.0499927561322693e-07, + 3.0470314982267155e-07, + 3.0441159992733446e-07, + 3.041172647044732e-07, + 3.038339286831615e-07, + 3.0355380431501544e-07, + 3.032719178008847e-07, + 3.0298534170469793e-07, + 3.026975718967151e-07, + 3.0241065474001516e-07, + 3.021216627985268e-07, + 3.0183014132489916e-07, + 3.0154726005093835e-07, + 3.0126150818432507e-07, + 3.0098308911874483e-07, + 3.007031637025648e-07, + 3.0043372589716455e-07, + 3.0016525442988495e-07, + 2.998991419644881e-07, + 2.9963129577481595e-07, + 2.993676275764301e-07, + 2.991012877373578e-07, + 2.9883867114222085e-07, + 2.985743776662275e-07, + 2.983155127367354e-07, + 2.9805579515596037e-07, + 2.977955659844156e-07, + 2.975369000068895e-07, + 2.9727766559517477e-07, + 2.9701897119593923e-07, + 2.967534555864404e-07, + 2.964902421354054e-07, + 2.962275402751402e-07, + 2.9596986905744416e-07, + 2.9571381787718565e-07, + 2.9546470159402816e-07, + 2.9521473265958775e-07, + 2.949675206309621e-07, + 2.947188590951555e-07, + 2.9447201654875244e-07, + 2.9422690772662463e-07, + 2.9397207867987163e-07, + 2.937096326149913e-07, + 2.93448181309941e-07, + 2.9318132988009893e-07, + 2.92912375243759e-07, + 2.926446143192152e-07, + 2.923841009305761e-07, + 2.921236728070653e-07, + 2.918683890129614e-07, + 2.9162106329749804e-07, + 2.913818946126412e-07, + 2.9114247013239947e-07, + 2.909062004619045e-07, + 2.9066777074149286e-07, + 2.90424111426546e-07, + 2.901807647504029e-07, + 2.899392370636633e-07, + 2.896981357025652e-07, + 2.8945169106009416e-07, + 2.892071790938644e-07, + 2.8896130288558197e-07, + 2.8872176471850253e-07, + 2.884849550355284e-07, + 2.88246013724347e-07, + 2.8801471785300237e-07, + 2.877840188375558e-07, + 2.8755317771356204e-07, + 2.8732063128700247e-07, + 2.8708456056847353e-07, + 2.868492288143898e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0046923463232815266, + 0.0034921627957373857, + 0.0028168093413114548, + 0.0023170120548456907, + 0.0019891445990651846, + 0.0017510963371023536, + 0.0015608408721163869, + 0.0014093394856899977, + 0.0012717886129394174, + 0.0011635537957772613, + 0.0010687182657420635, + 0.0009874876122921705, + 0.0009167316602542996, + 0.0008571650250814855, + 0.0008054759236983955, + 0.0007627104641869664, + 0.0007255405653268099, + 0.0006916821002960205, + 0.0006587246316485107, + 0.000627283938229084, + 0.0005980407586321235, + 0.000571970478631556, + 0.0005487250746227801, + 0.0005294949514791369, + 0.0005127581534907222, + 0.0004984863917343318, + 0.00048411200987175107, + 0.00047024164814502, + 0.00045747373951599, + 0.0004447117098607123, + 0.000432582019129768, + 0.00042140381992794573, + 0.00041122708353213966, + 0.00040192328742705286, + 0.00039370940066874027, + 0.0003858870768453926, + 0.0003788442409131676, + 0.00037211153539828956, + 0.00036558922147378325, + 0.0003594499721657485, + 0.0003537308075465262, + 0.00034861895255744457, + 0.0003437887644395232, + 0.0003394049417693168, + 0.00033518392592668533, + 0.0003312183835078031, + 0.00032719672890380025, + 0.0003231717855669558, + 0.00031900883186608553, + 0.00031465967185795307, + 0.0003101979964412749, + 0.0003058630973100662, + 0.0003015238035004586, + 0.000297253776807338, + 0.00029298316803760827, + 0.0002887347072828561, + 0.0002846532443072647, + 0.0002807079581543803, + 0.00027697000768966973, + 0.0002732900029513985, + 0.00026977123343385756, + 0.0002663327322807163, + 0.0002629933587741107, + 0.0002597326529212296, + 0.00025633437326177955, + 0.00025299942353740335, + 0.00024974835105240345, + 0.0002466182049829513, + 0.00024355870846193284, + 0.00024059857241809368, + 0.00023783395590726286, + 0.0002351907460251823, + 0.0002326487738173455, + 0.00023017315834295005, + 0.00022781104780733585, + 0.00022549110872205347, + 0.00022318845731206238, + 0.00022090664424467832, + 0.0002186372730648145, + 0.00021641560306306928, + 0.00021419889526441693, + 0.00021203512733336538, + 0.00020994273654650897, + 0.00020790846610907465, + 0.00020595248497556895, + 0.00020408783166203648, + 0.0002022593398578465, + 0.0002005140413530171, + 0.00019881328626070172, + 0.00019709400658030063, + 0.00019534041348379105, + 0.00019362352031748742, + 0.00019193373736925423, + 0.00019023804634343833, + 0.00018863378500100225, + 0.00018717590137384832, + 0.00018582522170618176, + 0.00018458733393345028, + 0.00018343934789299965, + 0.00018232656293548644, + 0.0001811759575502947, + 0.00018004335288424045, + 0.00017891109746415168, + 0.00017775430751498789, + 0.00017657456919550896, + 0.00017536354425828904, + 0.00017408232088200748, + 0.00017271400429308414, + 0.00017133151413872838, + 0.00016998114006128162, + 0.00016864131612237543, + 0.0001673852966632694, + 0.00016618608788121492, + 0.00016498069453518838, + 0.0001637771783862263, + 0.00016259295807685703, + 0.00016137518105097115, + 0.00016010183026082814, + 0.00015883198648225516, + 0.00015755246568005532, + 0.00015619536861777306, + 0.00015485657786484808, + 0.0001535689807496965, + 0.0001522599923191592, + 0.000150982232298702, + 0.00014975997328292578, + 0.0001485922548454255, + 0.00014743815700057894, + 0.00014631374506279826, + 0.000145214275107719, + 0.0001440714841010049, + 0.00014296418521553278, + 0.00014185710460878909, + 0.00014076021034270525, + 0.0001396558654960245, + 0.00013857717567589134, + 0.00013753454550169408, + 0.00013651757035404444, + 0.00013550149742513895, + 0.00013443994976114482, + 0.00013335941184777766, + 0.00013228582974988967, + 0.00013117064372636378, + 0.00013003555068280548, + 0.0001289731590077281, + 0.00012790564505849034, + 0.00012689187133219093, + 0.00012585159856826067, + 0.00012484233593568206, + 0.00012383112334646285, + 0.00012282530951779336, + 0.00012185247760498896, + 0.00012087521463399753, + 0.00011992974032182246, + 0.00011900113167939708, + 0.00011809371062554419, + 0.00011718774476321414, + 0.00011628057836787775, + 0.00011536780948517844, + 0.00011449546582298353, + 0.00011362368968548253, + 0.00011275232100160792, + 0.00011188630014657974, + 0.00011104130680905655, + 0.00011019373778253794, + 0.00010934033343801275, + 0.00010852689592866227, + 0.00010775081318570301, + 0.0001069772697519511, + 0.00010622408444760367, + 0.00010548852878855541, + 0.00010476215538801625, + 0.00010406581714050844, + 0.00010335064143873751, + 0.00010263799777021632, + 0.00010191230830969289, + 0.00010118004138348624, + 0.00010041173663921654, + 9.9670905910898e-05, + 9.898927237372845e-05, + 9.834609227254987e-05, + 9.776811202755198e-05, + 9.724118717713282e-05, + 9.677880007075146e-05, + 9.630381100578234e-05, + 9.579167090123519e-05, + 9.525725909043103e-05, + 9.468266944168136e-05, + 9.410842903889716e-05, + 9.353640780318528e-05, + 9.296122880186886e-05, + 9.240963117918e-05, + 9.18755613383837e-05, + 9.134845458902419e-05, + 9.082809992833063e-05, + 9.03110922081396e-05, + 8.97946156328544e-05, + 8.927098679123446e-05, + 8.875689673004672e-05, + 8.823005919111893e-05, + 8.772463479544967e-05, + 8.725825318833813e-05, + 8.679384336574003e-05, + 8.635581616545096e-05, + 8.591791993239895e-05, + 8.547689503757283e-05, + 8.504834113409743e-05, + 8.462692494504154e-05, + 8.41886067064479e-05, + 8.375024481210858e-05, + 8.332229481311515e-05, + 8.289345714729279e-05, + 8.249068196164444e-05, + 8.208295912481844e-05, + 8.168330532498658e-05, + 8.131009963108227e-05, + 8.09057237347588e-05, + 8.050766336964443e-05, + 8.012235048227012e-05, + 7.973254832904786e-05, + 7.933858432807028e-05, + 7.892675785114989e-05, + 7.848746463423595e-05, + 7.805968198226765e-05, + 7.762409222777933e-05, + 7.718401320744306e-05, + 7.672825449844822e-05, + 7.6270654972177e-05, + 7.583924161735922e-05, + 7.54313005018048e-05, + 7.500646461267024e-05, + 7.458164327545092e-05, + 7.416866719722748e-05, + 7.378043665084988e-05, + 7.339636067626998e-05, + 7.301494042621925e-05, + 7.263452425831929e-05, + 7.227632886497304e-05, + 7.1938760811463e-05, + 7.16085996828042e-05, + 7.126510899979621e-05, + 7.09184751030989e-05, + 7.057924085529521e-05, + 7.024182559689507e-05, + 6.989533721935004e-05, + 6.954240961931646e-05, + 6.919174484210089e-05, + 6.884709728183225e-05, + 6.850613135611638e-05, + 6.815943197580054e-05, + 6.780861440347508e-05, + 6.747109000571072e-05, + 6.71406087349169e-05, + 6.68173743179068e-05, + 6.650505383731797e-05, + 6.62032252876088e-05, + 6.591187411686406e-05, + 6.562907219631597e-05, + 6.535152351716533e-05, + 6.50751608191058e-05, + 6.479536386905238e-05, + 6.450227374443784e-05, + 6.420946738217026e-05, + 6.392481736838818e-05, + 6.362757267197594e-05, + 6.33331947028637e-05, + 6.30442300462164e-05, + 6.27624467597343e-05, + 6.249252328416333e-05, + 6.222308002179489e-05, + 6.195877358550206e-05, + 6.169571861391887e-05, + 6.144757935544476e-05, + 6.12018775427714e-05, + 6.09534363320563e-05, + 6.06999165029265e-05, + 6.045008558430709e-05, + 6.019736611051485e-05, + 5.9940273786196485e-05, + 5.9688441979233176e-05, + 5.943248106632382e-05, + 5.917782982578501e-05, + 5.8929432270815596e-05, + 5.86946371186059e-05, + 5.846701969858259e-05, + 5.8238962083123624e-05, + 5.8015593822347e-05, + 5.780196806881577e-05, + 5.759438863606192e-05, + 5.738503023167141e-05, + 5.718343163607642e-05, + 5.698590030078776e-05, + 5.678546949638985e-05, + 5.6599394156364724e-05, + 5.6421202316414565e-05, + 5.623704782919958e-05, + 5.6053562730085105e-05, + 5.587099803960882e-05, + 5.568491542362608e-05, + 5.549467823584564e-05, + 5.530528869712725e-05, + 5.5114724091254175e-05, + 5.4925374570302665e-05, + 5.474296631291509e-05, + 5.456798317027278e-05, + 5.4396219638874754e-05, + 5.423120819614269e-05, + 5.406873970059678e-05, + 5.390035948948935e-05, + 5.372857776819728e-05, + 5.3547759307548404e-05, + 5.3366591600934044e-05, + 5.318741386872716e-05, + 5.301041528582573e-05, + 5.283291102387011e-05, + 5.266056177788414e-05, + 5.249086461844854e-05, + 5.2316532674012706e-05, + 5.215304554440081e-05, + 5.199189035920426e-05, + 5.182627501199022e-05, + 5.165558468434028e-05, + 5.148315540282056e-05, + 5.130756471771747e-05, + 5.1141210860805586e-05, + 5.097454413771629e-05, + 5.0802795158233494e-05, + 5.062905984232202e-05, + 5.0455731980036944e-05, + 5.027783481637016e-05, + 5.010423046769574e-05, + 4.992865797248669e-05, + 4.9749072786653414e-05, + 4.957206328981556e-05, + 4.9402446165913716e-05, + 4.9238919018534943e-05, + 4.9082867917604744e-05, + 4.8933259677141905e-05, + 4.879357584286481e-05, + 4.865922892349772e-05, + 4.852723941439763e-05, + 4.83988769701682e-05, + 4.827090015169233e-05, + 4.813553096028045e-05, + 4.8002515541156754e-05, + 4.7867255489109084e-05, + 4.772760075866245e-05, + 4.758220529765822e-05, + 4.7435481974389404e-05, + 4.728286148747429e-05, + 4.7129760787356645e-05, + 4.6983393986010924e-05, + 4.683352744905278e-05, + 4.668645124183968e-05, + 4.654293297789991e-05, + 4.640423503587954e-05, + 4.626537338481285e-05, + 4.612580596585758e-05, + 4.5988024794496596e-05, + 4.585004353430122e-05, + 4.571619865600951e-05, + 4.5582244638353586e-05, + 4.54495930171106e-05, + 4.531868398771621e-05, + 4.519549838732928e-05, + 4.507985431700945e-05, + 4.496403198572807e-05, + 4.484535020310432e-05, + 4.472805085242726e-05, + 4.4609270844375715e-05, + 4.449469633982517e-05, + 4.438143878360279e-05, + 4.42692544311285e-05, + 4.415758667164482e-05, + 4.404918945510872e-05, + 4.394406278152019e-05, + 4.383968553156592e-05, + 4.373474803287536e-05, + 4.363212428870611e-05, + 4.352609539637342e-05, + 4.342048487160355e-05, + 4.331424497650005e-05, + 4.320867083151825e-05, + 4.310258736950345e-05, + 4.29997562605422e-05, + 4.289327625883743e-05, + 4.278558844816871e-05, + 4.268262273399159e-05, + 4.258277112967335e-05, + 4.2479998228373006e-05, + 4.237169923726469e-05, + 4.2261654016328976e-05, + 4.214938962832093e-05, + 4.2037881939904764e-05, + 4.1924373363144696e-05, + 4.181225813226774e-05, + 4.170145621174015e-05, + 4.159675881965086e-05, + 4.149255619267933e-05, + 4.1394116124138236e-05, + 4.129628723603673e-05, + 4.119938239455223e-05, + 4.1099781810771674e-05, + 4.0996681491378695e-05, + 4.08952146244701e-05, + 4.079055361216888e-05, + 4.068661291967146e-05, + 4.058430204167962e-05, + 4.047842958243564e-05, + 4.0374896343564615e-05, + 4.0271272155223414e-05, + 4.0172148146666586e-05, + 4.0075556171359494e-05, + 3.99784512410406e-05, + 3.9883852878119797e-05, + 3.9791750168660656e-05, + 3.970363468397409e-05, + 3.961475886171684e-05, + 3.9524646126665175e-05, + 3.943191404687241e-05, + 3.934066990041174e-05, + 3.9253402064787224e-05, + 3.916702189599164e-05, + 3.907811696990393e-05, + 3.89892011298798e-05, + 3.8904472603462636e-05, + 3.882010423694737e-05, + 3.873878449667245e-05, + 3.865925827994943e-05, + 3.8573049096157774e-05, + 3.84881095669698e-05, + 3.840494173346087e-05, + 3.832672882708721e-05, + 3.8244925235630944e-05, + 3.816488970187493e-05, + 3.808575274888426e-05, + 3.800804915954359e-05, + 3.7934787542326376e-05, + 3.785961962421425e-05, + 3.778409518417902e-05, + 3.770920739043504e-05, + 3.763625500141643e-05, + 3.756142541533336e-05, + 3.748488234123215e-05, + 3.741071486729197e-05, + 3.7334018998080865e-05, + 3.725880378624424e-05, + 3.7184760003583506e-05, + 3.710966484504752e-05, + 3.703574839164503e-05, + 3.696220665005967e-05, + 3.689169534482062e-05, + 3.682124224724248e-05, + 3.6750021536136046e-05, + 3.667631608550437e-05, + 3.6602064938051626e-05, + 3.652822852018289e-05, + 3.6455949157243595e-05, + 3.638266207417473e-05, + 3.6308767448645085e-05, + 3.623380325734615e-05, + 3.6160210584057495e-05, + 3.608752740547061e-05, + 3.6016044759890065e-05, + 3.594612280721776e-05, + 3.5874767490895465e-05, + 3.580329575925134e-05, + 3.573507638066076e-05, + 3.5666766052599996e-05, + 3.5597044188762084e-05, + 3.55294905602932e-05, + 3.546067819115706e-05, + 3.539122917572968e-05, + 3.532325354171917e-05, + 3.5254997783340514e-05, + 3.5185108572477475e-05, + 3.5117507650284097e-05, + 3.505232962197624e-05, + 3.498748628771864e-05, + 3.492256655590609e-05, + 3.485662455204874e-05, + 3.479014412732795e-05, + 3.4724151191767305e-05, + 3.465713598416187e-05, + 3.4591379517223686e-05, + 3.4526357922004536e-05, + 3.4458986192476004e-05, + 3.439163265284151e-05, + 3.432599987718277e-05, + 3.426104740356095e-05, + 3.419528729864396e-05, + 3.412884325371124e-05, + 3.4061748010572046e-05, + 3.39953949151095e-05, + 3.3931719372048974e-05, + 3.386941534699872e-05, + 3.3806652936618775e-05, + 3.3744494430720806e-05, + 3.368333636899479e-05, + 3.362343704793602e-05, + 3.3564567274879664e-05, + 3.350661427248269e-05, + 3.344656215631403e-05, + 3.338597161928192e-05, + 3.3325304684694856e-05, + 3.326536534586921e-05, + 3.320522591820918e-05, + 3.3145501220133156e-05, + 3.3085660106735304e-05, + 3.302472032373771e-05, + 3.296142676845193e-05, + 3.289982851129025e-05, + 3.283868500147946e-05, + 3.277820360381156e-05, + 3.271668902016245e-05, + 3.265397026552819e-05, + 3.259096047258936e-05, + 3.252876558690332e-05, + 3.2468276913277805e-05, + 3.240752994315699e-05, + 3.2347128581022844e-05, + 3.2285908673657104e-05, + 3.2225889299297705e-05, + 3.2166673918254673e-05, + 3.210581780876964e-05, + 3.2045572879724205e-05, + 3.1987616239348426e-05, + 3.1929801480146125e-05, + 3.187210313626565e-05, + 3.181503780069761e-05, + 3.175744859618135e-05, + 3.1700259569333866e-05, + 3.164511508657597e-05, + 3.158983599860221e-05, + 3.1534793379250914e-05, + 3.14787685056217e-05, + 3.142230343655683e-05, + 3.1366122129838914e-05, + 3.1311581551562995e-05, + 3.125813600490801e-05, + 3.120493784081191e-05, + 3.115106301265769e-05, + 3.109916360699572e-05, + 3.104712595813908e-05, + 3.0996805435279384e-05, + 3.094726343988441e-05, + 3.089784149779007e-05, + 3.084870331804268e-05, + 3.0799823434790596e-05, + 3.075284621445462e-05, + 3.070402817684226e-05, + 3.0654846341349185e-05, + 3.060410017496906e-05, + 3.0553197575500235e-05, + 3.0502887966576964e-05, + 3.0450799386017025e-05, + 3.0398930903174914e-05, + 3.0347222491400316e-05, + 3.0296010663732886e-05, + 3.0244260415202007e-05, + 3.0194210921763442e-05, + 3.0144021366140805e-05, + 3.009245847351849e-05, + 3.004002064699307e-05, + 2.9989469112479128e-05, + 2.9939415981061757e-05, + 2.988874439324718e-05, + 2.9837916372343898e-05, + 2.978757765959017e-05, + 2.973752998514101e-05, + 2.9687695132452063e-05, + 2.9638971682288684e-05, + 2.9591688871732913e-05, + 2.9544742574216798e-05, + 2.9498663934646174e-05, + 2.945324195025023e-05, + 2.9408900445559993e-05, + 2.936429336841684e-05, + 2.9317887310753576e-05, + 2.927197601820808e-05, + 2.922672501881607e-05, + 2.9181564968894236e-05, + 2.9136457669665106e-05, + 2.909142494900152e-05, + 2.9047216230537742e-05, + 2.9002796509303153e-05, + 2.8959782866877504e-05, + 2.8917394956806675e-05, + 2.887528717110399e-05, + 2.8831336749135517e-05, + 2.878699524444528e-05, + 2.874343226721976e-05, + 2.87000020762207e-05, + 2.8657461371039972e-05, + 2.861557004507631e-05, + 2.8574224415933713e-05, + 2.8533524528029375e-05, + 2.84930629277369e-05, + 2.8453585400711745e-05, + 2.8414797270670533e-05, + 2.8375929105095565e-05, + 2.83352674159687e-05, + 2.8294261937844567e-05, + 2.825299816322513e-05, + 2.821149246301502e-05, + 2.8170466976007447e-05, + 2.8128641133662313e-05, + 2.808684621413704e-05, + 2.80451204162091e-05, + 2.8004662453895435e-05, + 2.796471926558297e-05, + 2.792476152535528e-05, + 2.7885489544132724e-05, + 2.7846013836096972e-05, + 2.7807920560007915e-05, + 2.776982910290826e-05, + 2.773187225102447e-05, + 2.769353704934474e-05, + 2.7655900339595973e-05, + 2.7618356398306787e-05, + 2.758138180070091e-05, + 2.7545187549549155e-05, + 2.7509327992447652e-05, + 2.7474070520838723e-05, + 2.743882214417681e-05, + 2.7403018975746818e-05, + 2.7367605071049184e-05, + 2.7331532692187466e-05, + 2.7295396648696624e-05, + 2.7259129637968726e-05, + 2.7222369681112468e-05, + 2.7184843929717317e-05, + 2.7145757485413924e-05, + 2.7106880224891938e-05, + 2.7067402697866783e-05, + 2.7029693228541873e-05, + 2.69924130407162e-05, + 2.6955240173265338e-05, + 2.6917266950476915e-05, + 2.687855885596946e-05, + 2.6839754355023615e-05, + 2.6801782951224595e-05, + 2.6764104404719546e-05, + 2.6726511350716464e-05, + 2.668860361154657e-05, + 2.6650370273273438e-05, + 2.6610810891725123e-05, + 2.657238655956462e-05, + 2.6534151402302086e-05, + 2.6497160433791578e-05, + 2.6460080334800296e-05, + 2.642259278218262e-05, + 2.6386043828097172e-05, + 2.634987140481826e-05, + 2.6313728085369803e-05, + 2.627696630952414e-05, + 2.6240708393743262e-05, + 2.6204948881058954e-05, + 2.6168812837568112e-05, + 2.6134162908419967e-05, + 2.6097970476257615e-05, + 2.6060661184601486e-05, + 2.602321546874009e-05, + 2.5985465981648304e-05, + 2.594838952063583e-05, + 2.5911052944138646e-05, + 2.5873674530885182e-05, + 2.583682544354815e-05, + 2.5801744413911365e-05, + 2.5767332772375084e-05, + 2.5734343580552377e-05, + 2.570236028986983e-05, + 2.567116462159902e-05, + 2.564012902439572e-05, + 2.560941720730625e-05, + 2.5578645363566466e-05, + 2.554694401624147e-05, + 2.551593934185803e-05, + 2.548457086959388e-05, + 2.5453737180214375e-05, + 2.5422705220989883e-05, + 2.5392728275619447e-05, + 2.536222746130079e-05, + 2.5331475626444444e-05, + 2.530183883209247e-05, + 2.5270855985581875e-05, + 2.5240604372811504e-05, + 2.52105928666424e-05, + 2.517987013561651e-05, + 2.51488800131483e-05, + 2.5118455596384592e-05, + 2.5088631446124054e-05, + 2.505840348021593e-05, + 2.502943971194327e-05, + 2.5000357709359378e-05, + 2.4970833692350425e-05, + 2.4940245566540398e-05, + 2.4909899366321042e-05, + 2.487926758476533e-05, + 2.4847920940374024e-05, + 2.4816543373162858e-05, + 2.4785404093563557e-05, + 2.4754355763434432e-05, + 2.4723352908040397e-05, + 2.4692706574569456e-05, + 2.4663007934577763e-05, + 2.4634173314552754e-05, + 2.4605189537396654e-05, + 2.45772043854231e-05, + 2.4549735826440156e-05, + 2.4522376406821422e-05, + 2.4495097022736445e-05, + 2.4468055926263332e-05, + 2.444100027787499e-05, + 2.441401557007339e-05, + 2.4386972654610872e-05, + 2.435946043988224e-05, + 2.4332022803719155e-05, + 2.4303752070409246e-05, + 2.4275403120554984e-05, + 2.424726335448213e-05, + 2.4218912585638463e-05, + 2.4190811018343084e-05, + 2.416266579530202e-05, + 2.4135326384566724e-05, + 2.4107785066007636e-05, + 2.4079929062281735e-05, + 2.405224040558096e-05, + 2.4024602680583484e-05, + 2.399732511548791e-05, + 2.3969912945176475e-05, + 2.394262446614448e-05, + 2.3915063138701953e-05, + 2.388770917605143e-05, + 2.386058258707635e-05, + 2.383353785262443e-05, + 2.3806469471310265e-05, + 2.3779100956744514e-05, + 2.375116673647426e-05, + 2.372275230300147e-05, + 2.3694416086073034e-05, + 2.3666392735322006e-05, + 2.3639084247406572e-05, + 2.3611957658431493e-05, + 2.3585234885104e-05, + 2.3559012333862484e-05, + 2.3532595150754787e-05, + 2.3507303922087885e-05, + 2.3482065444113687e-05, + 2.3457343559130095e-05, + 2.3432801754097454e-05, + 2.3408018023474142e-05, + 2.3383150619338267e-05, + 2.3358048565569334e-05, + 2.3333737772190943e-05, + 2.330821553186979e-05, + 2.328271330043208e-05, + 2.325738751096651e-05, + 2.323234366485849e-05, + 2.3207890990306623e-05, + 2.3183536541182548e-05, + 2.315954043297097e-05, + 2.31358553719474e-05, + 2.31129251915263e-05, + 2.3089682144927792e-05, + 2.306625356141012e-05, + 2.304242480022367e-05, + 2.3017977582640015e-05, + 2.2993277525529265e-05, + 2.296845195814967e-05, + 2.2943706426303834e-05, + 2.2918944523553364e-05, + 2.289366784680169e-05, + 2.286881863255985e-05, + 2.2843885744805448e-05, + 2.28196477110032e-05, + 2.279491127410438e-05, + 2.2769858333049342e-05, + 2.274473627039697e-05, + 2.2719863409292884e-05, + 2.269613469252363e-05, + 2.2672300474368967e-05, + 2.264839713461697e-05, + 2.2624879420618527e-05, + 2.260204746562522e-05, + 2.257925552839879e-05, + 2.255645267723594e-05, + 2.253424099762924e-05, + 2.2511732822749764e-05, + 2.2489135517389514e-05, + 2.2467338567366824e-05, + 2.2445505237556063e-05, + 2.2423575501306914e-05, + 2.2401662135962397e-05, + 2.2379670554073527e-05, + 2.235673127870541e-05, + 2.2333324523060583e-05, + 2.230967947980389e-05, + 2.228503035439644e-05, + 2.2260748664848506e-05, + 2.2236366930883378e-05, + 2.2212456315173768e-05, + 2.218885492766276e-05, + 2.2165906557347625e-05, + 2.214309097325895e-05, + 2.2120497305877507e-05, + 2.209853300882969e-05, + 2.2076594177633524e-05, + 2.205430791946128e-05, + 2.2031606931705028e-05, + 2.2008483938407153e-05, + 2.198495712946169e-05, + 2.19619287236128e-05, + 2.1938834834145382e-05, + 2.1915884644840844e-05, + 2.189259248552844e-05, + 2.1869240299565718e-05, + 2.1846128220204264e-05, + 2.1823425413458608e-05, + 2.1800811737193726e-05, + 2.1778296286356635e-05, + 2.1755815396318212e-05, + 2.173351458623074e-05, + 2.171127562178299e-05, + 2.1689129425794818e-05, + 2.1667470718966797e-05, + 2.164581928809639e-05, + 2.1623911379720084e-05, + 2.160204530810006e-05, + 2.1580013708444312e-05, + 2.1557940272032283e-05, + 2.1536405256483704e-05, + 2.1514655600185506e-05, + 2.1492785890586674e-05, + 2.1470861611305736e-05, + 2.1449355699587613e-05, + 2.1427635147119872e-05, + 2.1405961888376623e-05, + 2.138481977453921e-05, + 2.136312468792312e-05, + 2.134140049747657e-05, + 2.1319568986655213e-05, + 2.1297904822858982e-05, + 2.1276338884490542e-05, + 2.1254862076602876e-05, + 2.1233152438071556e-05, + 2.12111681321403e-05, + 2.118914017046336e-05, + 2.116718860634137e-05, + 2.114559174515307e-05, + 2.112404581566807e-05, + 2.110282912326511e-05, + 2.1081639715703204e-05, + 2.106073770846706e-05, + 2.1040272258687764e-05, + 2.1019310224801302e-05, + 2.0997704268665984e-05, + 2.0975901861675084e-05, + 2.0953611965524033e-05, + 2.0931180188199505e-05, + 2.090855014102999e-05, + 2.0885303456452675e-05, + 2.0862771634710953e-05, + 2.0840641809627414e-05, + 2.0818742996198125e-05, + 2.0797519027837552e-05, + 2.077706449199468e-05, + 2.0756107915076427e-05, + 2.073518953693565e-05, + 2.071483504550997e-05, + 2.069472429866437e-05, + 2.0674422557931393e-05, + 2.0654000763897784e-05, + 2.0633480744436383e-05, + 2.061297527689021e-05, + 2.059246617136523e-05, + 2.057324854831677e-05, + 2.0554434740915895e-05, + 2.0534766008495353e-05, + 2.0515064534265548e-05, + 2.0494861018960364e-05, + 2.0474870325415395e-05, + 2.0455026970012113e-05, + 2.04346542886924e-05, + 2.0414172468008474e-05, + 2.0393572413013317e-05, + 2.0373894585645758e-05, + 2.035415127465967e-05, + 2.0334960936452262e-05, + 2.031561416515615e-05, + 2.0296800357755274e-05, + 2.027852133323904e-05, + 2.0259849407011643e-05, + 2.0241381207597442e-05, + 2.0222936655045487e-05, + 2.020443025685381e-05, + 2.0185912944725715e-05, + 2.0166979084024206e-05, + 2.0148203475400805e-05, + 2.0128982214373536e-05, + 2.0110384866711684e-05, + 2.0091636542929336e-05, + 2.0072629922651686e-05, + 2.005376882152632e-05, + 2.003526060434524e-05, + 2.0017267161165364e-05, + 1.9999180949525908e-05, + 1.998098559852224e-05, + 1.9962597434641793e-05, + 1.9943936422350816e-05, + 1.9925710148527287e-05, + 1.9907385649275966e-05, + 1.988853000511881e-05, + 1.9869274183292873e-05, + 1.9850196622428484e-05, + 1.9831288227578625e-05, + 1.9812678146990947e-05, + 1.979401713469997e-05, + 1.9775325199589133e-05, + 1.975706072698813e-05, + 1.973923463083338e-05, + 1.9721368516911753e-05, + 1.970326957234647e-05, + 1.968477590708062e-05, + 1.9665860236273147e-05, + 1.9646995497168973e-05, + 1.9628463633125648e-05, + 1.9609809896792285e-05, + 1.9590905139921233e-05, + 1.9571849406929687e-05, + 1.9553088350221515e-05, + 1.9534143575583585e-05, + 1.9515908206813037e-05, + 1.9497880202834494e-05, + 1.947973942151293e-05, + 1.946129668795038e-05, + 1.9442775737843476e-05, + 1.9424312995397486e-05, + 1.9405715647735633e-05, + 1.9386956410016865e-05, + 1.9368750145076774e-05, + 1.935036198119633e-05, + 1.9332446754560806e-05, + 1.9314431483508088e-05, + 1.929709287651349e-05, + 1.9279814296169207e-05, + 1.9262690329924226e-05, + 1.924545540532563e-05, + 1.9228489691158757e-05, + 1.921134753501974e-05, + 1.9194447304471396e-05, + 1.9177441572537646e-05, + 1.9160783267579973e-05, + 1.9144070392940193e-05, + 1.912732477649115e-05, + 1.9110681023448706e-05, + 1.9093999071628787e-05, + 1.907735349959694e-05, + 1.9060269551118836e-05, + 1.904333294078242e-05, + 1.9026427253265865e-05, + 1.9009847164852545e-05, + 1.8993368939845823e-05, + 1.8977338186232373e-05, + 1.8961256500915624e-05, + 1.8945349438581616e-05, + 1.8929347788798623e-05, + 1.8913462554337457e-05, + 1.889769009721931e-05, + 1.888129008875694e-05, + 1.886440259113442e-05, + 1.884758057713043e-05, + 1.8830407498171553e-05, + 1.8813101632986218e-05, + 1.879587216535583e-05, + 1.8779110178002156e-05, + 1.8762350009637885e-05, + 1.8745922716334462e-05, + 1.8730006559053436e-05, + 1.8714617908699438e-05, + 1.8699212887440808e-05, + 1.8684011592995375e-05, + 1.8668666598387063e-05, + 1.86529887287179e-05, + 1.8637330867932178e-05, + 1.862178760347888e-05, + 1.8606273442856036e-05, + 1.8590415493235923e-05, + 1.857468123489525e-05, + 1.8558861484052613e-05, + 1.8543451005825773e-05, + 1.852821333159227e-05, + 1.8512837414164096e-05, + 1.8497954442864284e-05, + 1.848311148933135e-05, + 1.8468257621861994e-05, + 1.8453292796039023e-05, + 1.8438104234519415e-05, + 1.84229629667243e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9780034422874451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9226834774017334, + 0.961851954460144, + 0.9233897924423218, + 1.0, + 1.0, + 0.9925445914268494, + 1.0, + 1.0, + 0.990831196308136, + 0.9737313985824585, + 0.9773144721984863, + 0.9331870079040527, + 1.0, + 0.943978488445282, + 0.9989339709281921, + 1.0, + 0.981357753276825, + 0.9688171744346619, + 0.9293378591537476, + 0.9757165312767029, + 0.934720516204834, + 0.989524245262146, + 0.9642699360847473, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956697821617126, + 1.0, + 0.9819986820220947, + 1.0, + 0.9875738024711609, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957782030105591, + 1.0, + 0.9977578520774841, + 0.961797833442688, + 0.9830605983734131, + 0.9878194332122803, + 0.9996992945671082, + 0.978640079498291, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9909934997558594, + 0.9957398176193237, + 0.9854536056518555, + 0.9748190641403198, + 1.0, + 0.9748148322105408, + 0.9945288896560669, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9661157131195068, + 0.9264329075813293, + 0.9427515268325806, + 0.9311133623123169, + 0.9407432675361633, + 0.982482373714447, + 1.0, + 0.9992762207984924, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968194961547852, + 1.0, + 0.9550472497940063, + 0.9716488122940063, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9824786186218262, + 1.0, + 0.9972774982452393, + 0.976690411567688, + 0.9746291637420654, + 1.0, + 0.9932194948196411, + 0.9964765906333923, + 1.0, + 0.9881125688552856, + 1.0, + 1.0, + 1.0, + 0.9970065951347351, + 0.9853883385658264, + 0.9939061403274536, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9574089050292969, + 1.0, + 0.9698466658592224, + 1.0, + 0.990920901298523, + 1.0, + 1.0, + 0.9877241849899292, + 1.0, + 0.987736701965332, + 1.0, + 0.9970210790634155, + 1.0, + 1.0, + 1.0, + 0.9752832055091858, + 1.0, + 1.0, + 1.0, + 0.9955682754516602, + 1.0, + 1.0, + 0.972555935382843, + 0.972623884677887, + 1.0, + 0.9927525520324707, + 0.9947037696838379, + 1.0, + 0.9758157134056091, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9845017194747925, + 0.9377690553665161, + 0.9603934288024902, + 0.9132869243621826, + 0.9249401688575745, + 0.8887811303138733, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9743961691856384, + 0.98320472240448, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968734383583069, + 1.0, + 0.9742591381072998, + 0.936203122138977, + 1.0, + 0.9565039277076721, + 1.0, + 1.0, + 0.9845539331436157, + 0.996077835559845, + 1.0, + 1.0, + 0.9894695281982422, + 1.0, + 0.9520565271377563, + 1.0, + 0.9927526712417603, + 0.9452480673789978, + 1.0, + 0.9971316456794739, + 0.9802563190460205, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882444739341736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9577908515930176, + 0.9602553844451904, + 1.0, + 1.0, + 0.9870129823684692, + 0.9538461565971375, + 1.0, + 1.0, + 1.0, + 0.9549371600151062, + 0.9545505046844482, + 0.9900898933410645, + 1.0, + 1.0, + 0.9913461804389954, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9962442517280579, + 1.0, + 1.0, + 1.0, + 0.9754887819290161, + 0.9923276305198669, + 0.9910119771957397, + 0.9787399768829346, + 0.9788761138916016, + 0.9768932461738586, + 0.9819735884666443, + 0.9925721287727356, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844279289245605, + 1.0, + 1.0, + 0.9939764738082886, + 0.9871341586112976, + 0.9693048596382141, + 1.0, + 0.9922809600830078, + 1.0, + 0.9542161226272583, + 1.0, + 1.0, + 1.0, + 0.996451199054718, + 1.0, + 1.0, + 0.9908550381660461, + 1.0, + 1.0, + 0.9867177605628967, + 0.9557322263717651, + 0.9796767234802246, + 1.0, + 0.9896121025085449, + 0.9660053253173828, + 0.9810587167739868, + 1.0, + 0.9720697999000549, + 0.9888147711753845, + 1.0, + 0.9366575479507446, + 0.9655919671058655, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9719791412353516, + 0.9674287438392639, + 0.9897531867027283, + 0.9687302112579346, + 0.9922574162483215, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979032278060913, + 0.9965616464614868, + 1.0, + 0.9794527292251587, + 0.9930393695831299, + 1.0, + 0.9457910060882568, + 0.9937419891357422, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9557937383651733, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985086977481842, + 1.0, + 1.0, + 0.9952954053878784, + 0.9673129916191101, + 0.9729169607162476, + 0.9625436067581177, + 0.9666578769683838, + 0.9408966302871704, + 0.9687864780426025, + 0.9897620677947998, + 0.9792110323905945, + 1.0, + 1.0, + 0.9897326827049255, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9641873836517334, + 1.0, + 0.9897460341453552, + 0.9839664697647095, + 0.9742625951766968, + 1.0, + 1.0, + 0.9951362013816833, + 1.0, + 0.9777109622955322, + 1.0, + 0.997968316078186, + 0.994486391544342, + 0.9479699730873108, + 0.9455641508102417, + 1.0, + 1.0, + 0.9951509237289429, + 1.0, + 0.9711451530456543, + 0.9950788617134094, + 0.9970141649246216, + 1.0, + 0.9772090315818787, + 0.975912868976593, + 0.9988247156143188, + 1.0, + 0.983811616897583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9754317998886108, + 1.0, + 1.0, + 0.9622355699539185, + 0.9756911396980286, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.994779109954834, + 0.9953168630599976, + 0.9513263702392578, + 1.0, + 0.9507150053977966, + 1.0, + 0.9965091943740845, + 1.0, + 1.0, + 0.9906628131866455, + 1.0, + 0.9998378157615662, + 0.990920901298523, + 1.0, + 0.9846153855323792, + 1.0, + 0.9629746675491333, + 0.9806933999061584, + 1.0, + 0.9802915453910828, + 0.9796417355537415, + 0.9622316956520081, + 1.0, + 1.0, + 1.0, + 0.9899623394012451, + 0.9620616436004639, + 0.9954330325126648, + 1.0, + 1.0, + 0.9587392210960388, + 1.0, + 0.9691112637519836, + 0.983061671257019, + 1.0, + 0.990906834602356, + 0.9846483469009399, + 0.945475161075592, + 1.0, + 0.9839670062065125, + 0.9940344095230103, + 0.9870118498802185, + 0.9475451111793518, + 1.0, + 1.0, + 0.996504545211792, + 0.9790454506874084, + 1.0, + 1.0, + 0.9739392995834351, + 1.0, + 0.985765814781189, + 0.9894821047782898, + 1.0, + 0.9893072247505188, + 1.0, + 0.9637338519096375, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999568521976471, + 0.983941912651062, + 1.0, + 1.0, + 1.0, + 0.9869253039360046, + 0.9927432537078857, + 0.9885252714157104, + 0.9830610752105713, + 1.0, + 1.0, + 0.959169864654541, + 1.0, + 1.0, + 0.9736526608467102, + 1.0, + 1.0, + 0.9835830330848694, + 1.0, + 1.0, + 0.9723280668258667, + 0.9687287211418152, + 0.9996481537818909, + 1.0, + 1.0, + 1.0, + 0.9975460767745972, + 1.0, + 0.9860348701477051, + 0.9937616586685181, + 1.0, + 1.0, + 0.9793237447738647, + 0.9944526553153992, + 1.0, + 1.0, + 1.0, + 0.9942030906677246, + 0.9643770456314087, + 0.9831041693687439, + 1.0, + 0.9950886368751526, + 0.9884557127952576, + 0.9839200973510742, + 0.9871838688850403, + 0.9886729717254639, + 1.0, + 1.0, + 1.0, + 0.9926103949546814, + 1.0, + 0.9976763129234314, + 1.0, + 1.0, + 1.0, + 0.9781751036643982, + 0.997468113899231, + 0.9938130378723145, + 1.0, + 1.0, + 1.0, + 0.9920724630355835, + 0.9773211479187012, + 1.0, + 0.9990742802619934, + 1.0, + 0.9850645065307617, + 0.9914568662643433, + 1.0, + 0.9948129057884216, + 0.966598629951477, + 1.0, + 1.0, + 0.9935439229011536, + 1.0, + 0.9976063966751099, + 0.968730628490448, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996168613433838, + 0.9751628637313843, + 0.9843565821647644, + 0.9996007084846497, + 1.0, + 0.9674835801124573, + 1.0, + 0.9709747433662415, + 0.9887901544570923, + 1.0, + 0.9982393383979797, + 0.9987401366233826, + 0.9647632241249084, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9924823641777039, + 1.0, + 1.0, + 1.0, + 0.9947162866592407, + 1.0, + 0.971328854560852, + 1.0, + 1.0, + 1.0, + 0.9682971835136414, + 0.9943785667419434, + 1.0, + 1.0, + 0.9946303963661194, + 0.9985754489898682, + 1.0, + 0.9819082617759705, + 0.9743883609771729, + 0.9969399571418762, + 0.9854399561882019, + 0.9895375967025757, + 0.9799838066101074, + 1.0, + 1.0, + 0.9935181140899658, + 0.9894671440124512, + 1.0, + 1.0, + 1.0, + 0.9854832291603088, + 1.0, + 0.9720612168312073, + 0.9892218708992004, + 0.9970284700393677, + 1.0, + 1.0, + 0.9861902594566345, + 1.0, + 0.9831620454788208, + 0.9884217381477356, + 0.9904823303222656, + 0.9881734251976013, + 0.9976729154586792, + 0.9790069460868835, + 0.9858747720718384, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992155909538269, + 1.0, + 1.0, + 1.0, + 0.9732100963592529, + 0.9908242225646973, + 1.0, + 0.9862837791442871, + 1.0, + 0.9683218598365784, + 1.0, + 0.9999169707298279, + 1.0, + 0.9850977659225464, + 1.0, + 0.9881249666213989, + 0.982267439365387, + 0.9938398003578186, + 0.9863981604576111, + 1.0, + 1.0, + 0.9923129677772522, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981656670570374, + 1.0, + 0.9586777091026306, + 0.9920846819877625, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9821187853813171, + 0.9958101511001587, + 1.0, + 1.0, + 1.0, + 1.0, + 0.975007176399231, + 0.998821496963501, + 0.9708701968193054, + 1.0, + 1.0, + 0.9783433675765991, + 0.9931538105010986, + 1.0, + 1.0, + 0.9898959398269653, + 0.9897172451019287, + 1.0, + 0.9620310068130493, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859703779220581, + 1.0, + 1.0, + 0.9894558191299438, + 0.9554427862167358, + 0.984205424785614, + 0.961743175983429, + 0.9725583791732788, + 0.9783703684806824, + 0.9979221820831299, + 0.992504358291626, + 1.0, + 1.0, + 0.9810878038406372, + 1.0, + 0.9859544038772583, + 1.0, + 0.969002366065979, + 1.0, + 1.0, + 0.9665497541427612, + 1.0, + 0.9793092608451843, + 0.9949852228164673, + 1.0, + 1.0, + 0.984807550907135, + 0.9832808971405029, + 1.0, + 0.9609633684158325, + 1.0, + 1.0, + 1.0, + 0.9950261116027832, + 1.0, + 1.0, + 1.0, + 0.995439350605011, + 1.0, + 1.0, + 0.9915403127670288, + 0.9720983505249023, + 0.973669707775116, + 1.0, + 0.9683446884155273, + 0.9841956496238708, + 0.9987322688102722, + 0.9996615648269653, + 0.9939895868301392, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954577684402466, + 1.0, + 0.9941362738609314, + 1.0, + 0.974208414554596, + 1.0, + 1.0, + 0.9968993067741394, + 1.0, + 0.9896422624588013, + 1.0, + 0.9982426166534424, + 1.0, + 0.9954178929328918, + 0.9943650960922241, + 0.9997605085372925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921129941940308, + 0.9772865176200867, + 0.9961264133453369, + 0.9879452586174011, + 0.9840194582939148, + 1.0, + 0.9598479866981506, + 1.0, + 0.9822709560394287, + 0.9950470924377441, + 1.0, + 1.0, + 1.0, + 0.9708625674247742, + 1.0, + 1.0, + 0.9956035017967224, + 0.9916499257087708, + 0.9790300130844116, + 0.9985114932060242, + 0.9877422451972961, + 0.9894348382949829, + 0.970423698425293, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995232820510864, + 1.0, + 1.0, + 0.985832691192627, + 1.0, + 0.9749414920806885, + 1.0, + 1.0, + 1.0, + 0.9928714632987976, + 0.9564579725265503, + 1.0, + 1.0, + 0.9863680005073547, + 0.9734098315238953, + 1.0, + 1.0, + 0.9765017032623291, + 1.0, + 1.0, + 0.9667606353759766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877332448959351, + 1.0, + 0.9835526347160339, + 0.9895865321159363, + 0.9748827815055847, + 0.9966908693313599, + 0.9927273392677307, + 0.9745978713035583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9813168048858643, + 1.0, + 0.996182918548584, + 1.0, + 1.0, + 0.9923578500747681, + 0.9849754571914673, + 0.9985436201095581, + 0.9981577396392822, + 1.0, + 0.9944688081741333, + 0.9996910095214844, + 0.9983000159263611, + 0.980338990688324, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9780413508415222, + 1.0, + 1.0, + 1.0, + 0.983447790145874, + 1.0, + 1.0, + 0.9777930974960327, + 1.0, + 1.0, + 1.0, + 0.9948057532310486, + 0.9979569315910339, + 0.9984075427055359, + 1.0, + 1.0, + 1.0, + 0.9991915822029114, + 0.9862459897994995, + 1.0, + 0.9872483611106873, + 1.0, + 0.9888361692428589, + 0.9813868403434753, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9719796180725098, + 0.9847217798233032, + 0.9922072887420654, + 0.9717682003974915, + 0.9659967422485352, + 1.0, + 1.0, + 0.9755042195320129, + 0.9903767108917236, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9391821622848511, + 0.981442391872406, + 1.0, + 1.0, + 1.0, + 0.9918098449707031, + 0.9950156807899475, + 1.0, + 1.0, + 1.0, + 0.9576035141944885, + 1.0, + 0.9742429256439209, + 1.0, + 0.9746644496917725, + 0.9736964106559753, + 1.0, + 0.9912300705909729, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9938696026802063, + 1.0, + 0.9697216749191284, + 1.0, + 1.0, + 0.9947819709777832, + 0.9834395051002502, + 0.9744742512702942, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9789985418319702, + 1.0, + 1.0, + 1.0, + 0.9931816458702087, + 0.9934961795806885, + 0.9863979816436768, + 1.0, + 1.0, + 0.9795381426811218, + 0.9780662059783936, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995726346969604, + 0.9846076369285583, + 1.0, + 1.0, + 1.0, + 0.986933171749115, + 1.0, + 0.9648803472518921, + 0.9909367561340332, + 1.0, + 1.0, + 1.0, + 0.9994341731071472, + 1.0, + 1.0, + 0.972751796245575, + 1.0, + 0.9765558838844299, + 1.0, + 0.9646612405776978, + 0.9986651539802551, + 0.9933170080184937, + 1.0, + 0.9865124821662903, + 1.0, + 0.9882012009620667, + 1.0, + 0.9816069006919861, + 1.0, + 1.0, + 0.9960924983024597, + 1.0, + 1.0, + 1.0, + 0.9935007691383362, + 1.0, + 0.9828776717185974, + 0.9958878755569458, + 0.9749249219894409, + 1.0, + 0.9911152124404907, + 1.0, + 0.9947861433029175, + 0.9949129223823547, + 1.0, + 1.0, + 0.9984148144721985, + 1.0, + 1.0, + 0.9979047179222107, + 0.9750139713287354, + 1.0, + 0.9823756217956543, + 0.9709743857383728, + 0.9688298106193542, + 1.0, + 0.9887927174568176, + 1.0, + 1.0, + 1.0, + 0.9946435689926147, + 1.0, + 1.0, + 0.9942988753318787, + 1.0, + 0.9762749671936035, + 0.9906124472618103, + 1.0, + 0.9699145555496216, + 0.999220609664917, + 1.0, + 1.0, + 1.0, + 0.9990149736404419 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..f0efedbb440cccc13aa3f22074f290c4efb2a0a9 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1544.0760498046875, + "strength": 1047.9554443359375, + "max_strength": 1488.199951171875, + "final_strength": 1318.4000244140625, + "sample_efficiency": 2.8684911512755207e-07, + "training_efficiency": 1.842294841480907e-05, + "stability": 0.9917172789573669 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..f0efedbb440cccc13aa3f22074f290c4efb2a0a9 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1544.0760498046875, + "strength": 1047.9554443359375, + "max_strength": 1488.199951171875, + "final_strength": 1318.4000244140625, + "sample_efficiency": 2.8684911512755207e-07, + "training_efficiency": 1.842294841480907e-05, + "stability": 0.9917172789573669 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..b3bf40f83dbc4581bcc49adaf866fc5575c71193 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1544.0760498046875, + "strength": 1047.9554443359375, + "max_strength": 1488.199951171875, + "final_strength": 1318.4000244140625, + "sample_efficiency": 2.8684911512755207e-07, + "training_efficiency": 1.842294841480907e-05, + "stability": 0.9917172789573669 + }, + "local": { + "mean_returns": [ + 211.6666717529297, + 236.84210205078125, + 250.27777099609375, + 260.20001220703125, + 282.65625, + 290.5063171386719, + 298.2608642578125, + 311.20001220703125, + 323.70001220703125, + 351.8999938964844, + 358.1000061035156, + 378.8999938964844, + 395.20001220703125, + 413.3999938964844, + 421.20001220703125, + 431.8999938964844, + 426.70001220703125, + 430.79998779296875, + 441.20001220703125, + 469.70001220703125, + 496.70001220703125, + 518.0999755859375, + 524.5999755859375, + 527.9000244140625, + 502.20001220703125, + 490.5, + 467.8999938964844, + 491.29998779296875, + 504.0, + 501.70001220703125, + 525.2999877929688, + 533.5999755859375, + 530.5, + 521.7000122070312, + 514.2999877929688, + 493.0, + 493.6000061035156, + 476.8999938964844, + 476.6000061035156, + 479.79998779296875, + 474.5, + 465.79998779296875, + 446.70001220703125, + 440.6000061035156, + 424.6000061035156, + 422.20001220703125, + 414.1000061035156, + 423.0, + 429.3999938964844, + 444.3999938964844, + 463.70001220703125, + 480.70001220703125, + 482.20001220703125, + 492.5, + 498.1000061035156, + 509.0, + 518.7999877929688, + 517.4000244140625, + 517.7000122070312, + 511.8999938964844, + 517.4000244140625, + 513.4000244140625, + 516.0999755859375, + 516.7000122070312, + 518.9000244140625, + 543.4000244140625, + 548.2999877929688, + 550.7999877929688, + 549.2999877929688, + 552.2999877929688, + 551.5, + 537.9000244140625, + 532.0999755859375, + 528.0, + 527.9000244140625, + 520.7999877929688, + 523.5, + 529.2000122070312, + 534.5, + 541.2000122070312, + 542.5, + 550.5, + 550.7999877929688, + 547.5999755859375, + 546.0999755859375, + 541.0, + 532.2999877929688, + 533.0, + 524.5, + 522.7000122070312, + 533.0999755859375, + 547.2000122070312, + 547.2999877929688, + 549.5999755859375, + 558.5, + 546.2000122070312, + 520.4000244140625, + 501.79998779296875, + 480.70001220703125, + 463.79998779296875, + 459.1000061035156, + 471.79998779296875, + 471.6000061035156, + 475.3999938964844, + 485.6000061035156, + 495.79998779296875, + 508.6000061035156, + 532.2999877929688, + 561.7999877929688, + 572.7999877929688, + 571.5999755859375, + 575.9000244140625, + 558.7999877929688, + 548.5, + 556.5, + 562.2999877929688, + 562.7999877929688, + 580.0, + 605.2000122070312, + 612.5, + 624.0999755859375, + 659.7000122070312, + 663.5, + 655.2999877929688, + 673.0, + 671.7000122070312, + 660.5999755859375, + 648.7999877929688, + 652.7000122070312, + 649.5999755859375, + 648.0, + 675.0, + 669.2999877929688, + 678.5, + 683.5, + 696.5999755859375, + 695.0999755859375, + 687.7999877929688, + 684.7999877929688, + 693.5999755859375, + 726.0999755859375, + 746.7000122070312, + 754.5999755859375, + 788.7999877929688, + 813.0, + 786.7000122070312, + 802.4000244140625, + 784.0999755859375, + 812.2999877929688, + 806.7000122070312, + 820.9000244140625, + 830.9000244140625, + 823.0999755859375, + 839.7000122070312, + 831.7999877929688, + 833.2999877929688, + 831.4000244140625, + 843.2000122070312, + 857.2999877929688, + 875.2000122070312, + 858.4000244140625, + 871.2999877929688, + 885.2000122070312, + 895.0, + 891.9000244140625, + 908.2000122070312, + 927.9000244140625, + 907.7999877929688, + 888.2999877929688, + 899.2000122070312, + 894.0999755859375, + 890.4000244140625, + 894.2999877929688, + 877.4000244140625, + 908.4000244140625, + 918.9000244140625, + 945.9000244140625, + 967.2000122070312, + 1021.4000244140625, + 1008.5999755859375, + 958.0, + 927.7999877929688, + 864.2999877929688, + 814.0999755859375, + 745.2999877929688, + 767.0999755859375, + 819.7999877929688, + 856.5, + 917.0, + 928.0999755859375, + 937.0, + 953.2000122070312, + 933.7999877929688, + 921.4000244140625, + 922.7999877929688, + 924.2999877929688, + 930.9000244140625, + 941.2000122070312, + 963.0999755859375, + 960.7000122070312, + 991.9000244140625, + 971.4000244140625, + 921.9000244140625, + 928.9000244140625, + 897.0, + 906.0, + 920.5999755859375, + 909.4000244140625, + 906.5999755859375, + 944.9000244140625, + 955.2000122070312, + 947.2000122070312, + 958.9000244140625, + 922.2999877929688, + 940.5999755859375, + 935.2000122070312, + 894.7000122070312, + 962.5, + 960.2999877929688, + 945.2000122070312, + 963.5, + 982.0999755859375, + 1028.800048828125, + 1097.199951171875, + 1086.5999755859375, + 1116.4000244140625, + 1140.0999755859375, + 1189.199951171875, + 1209.5, + 1166.699951171875, + 1128.0999755859375, + 1181.300048828125, + 1196.5, + 1183.5, + 1137.9000244140625, + 1141.0, + 1147.699951171875, + 1158.5999755859375, + 1115.199951171875, + 1073.4000244140625, + 1064.699951171875, + 1111.0999755859375, + 1131.5, + 1123.4000244140625, + 1130.300048828125, + 1168.0, + 1199.5, + 1207.300048828125, + 1203.5, + 1206.199951171875, + 1237.300048828125, + 1264.4000244140625, + 1238.199951171875, + 1230.199951171875, + 1220.9000244140625, + 1199.0999755859375, + 1177.9000244140625, + 1155.199951171875, + 1137.9000244140625, + 1130.9000244140625, + 1137.4000244140625, + 1160.0, + 1217.800048828125, + 1229.4000244140625, + 1213.300048828125, + 1271.5, + 1274.5999755859375, + 1268.0999755859375, + 1254.300048828125, + 1221.800048828125, + 1231.9000244140625, + 1223.9000244140625, + 1230.800048828125, + 1183.4000244140625, + 1184.199951171875, + 1206.0, + 1238.0999755859375, + 1234.4000244140625, + 1258.199951171875, + 1289.0, + 1279.0, + 1310.0, + 1317.300048828125, + 1302.4000244140625, + 1253.4000244140625, + 1231.9000244140625, + 1244.800048828125, + 1233.9000244140625, + 1198.5999755859375, + 1179.5999755859375, + 1198.0, + 1170.0, + 1159.0999755859375, + 1182.199951171875, + 1119.699951171875, + 1087.9000244140625, + 1125.4000244140625, + 1129.9000244140625, + 1133.5, + 1159.800048828125, + 1190.0999755859375, + 1194.5999755859375, + 1209.9000244140625, + 1212.5999755859375, + 1184.0999755859375, + 1151.9000244140625, + 1142.0999755859375, + 1112.5, + 1105.4000244140625, + 1145.9000244140625, + 1173.0999755859375, + 1233.4000244140625, + 1244.699951171875, + 1242.5, + 1238.9000244140625, + 1251.5999755859375, + 1229.9000244140625, + 1222.699951171875, + 1259.9000244140625, + 1202.199951171875, + 1195.9000244140625, + 1232.0999755859375, + 1273.0, + 1293.5999755859375, + 1324.300048828125, + 1274.4000244140625, + 1285.800048828125, + 1329.0, + 1352.5999755859375, + 1360.5, + 1402.5, + 1384.5, + 1409.800048828125, + 1449.5999755859375, + 1443.699951171875, + 1402.9000244140625, + 1370.199951171875, + 1326.199951171875, + 1288.5, + 1223.9000244140625, + 1191.800048828125, + 1181.5999755859375, + 1161.0999755859375, + 1164.699951171875, + 1227.9000244140625, + 1217.300048828125, + 1242.0999755859375, + 1284.199951171875, + 1337.9000244140625, + 1358.199951171875, + 1415.199951171875, + 1429.699951171875, + 1385.5, + 1424.300048828125, + 1411.699951171875, + 1392.199951171875, + 1361.4000244140625, + 1372.0999755859375, + 1388.0, + 1382.199951171875, + 1393.4000244140625, + 1366.699951171875, + 1376.800048828125, + 1374.4000244140625, + 1367.9000244140625, + 1306.9000244140625, + 1246.4000244140625, + 1255.0, + 1288.5, + 1283.199951171875, + 1304.5, + 1272.5, + 1267.199951171875, + 1264.0, + 1266.0999755859375, + 1241.699951171875, + 1216.5, + 1215.300048828125, + 1227.0999755859375, + 1210.4000244140625, + 1250.5, + 1252.9000244140625, + 1265.9000244140625, + 1265.9000244140625, + 1278.199951171875, + 1251.5999755859375, + 1295.9000244140625, + 1315.5999755859375, + 1273.300048828125, + 1247.0999755859375, + 1284.5, + 1350.4000244140625, + 1377.4000244140625, + 1409.5999755859375, + 1409.9000244140625, + 1440.5, + 1434.0, + 1428.199951171875, + 1368.199951171875, + 1370.300048828125, + 1312.4000244140625, + 1312.699951171875, + 1308.800048828125, + 1346.9000244140625, + 1395.0, + 1383.800048828125, + 1429.300048828125, + 1429.0999755859375, + 1417.9000244140625, + 1469.5, + 1449.9000244140625, + 1459.5, + 1412.699951171875, + 1389.199951171875, + 1403.0999755859375, + 1379.300048828125, + 1355.199951171875, + 1311.4000244140625, + 1327.800048828125, + 1350.300048828125, + 1391.0, + 1379.0, + 1334.0999755859375, + 1328.9000244140625, + 1368.800048828125, + 1375.800048828125, + 1327.0999755859375, + 1328.5999755859375, + 1293.5999755859375, + 1275.0, + 1372.199951171875, + 1361.5, + 1343.5999755859375, + 1281.0, + 1336.9000244140625, + 1318.5999755859375, + 1311.9000244140625, + 1297.4000244140625, + 1239.5999755859375, + 1272.0999755859375, + 1282.5999755859375, + 1278.800048828125, + 1256.0999755859375, + 1289.0, + 1319.800048828125, + 1290.5, + 1333.5999755859375, + 1317.4000244140625, + 1305.5999755859375, + 1327.0999755859375, + 1315.0, + 1315.0, + 1274.4000244140625, + 1278.699951171875, + 1295.800048828125, + 1339.9000244140625, + 1354.300048828125, + 1353.800048828125, + 1335.199951171875, + 1356.9000244140625, + 1373.0, + 1396.300048828125, + 1380.5999755859375, + 1372.0, + 1358.5, + 1338.800048828125, + 1368.0999755859375, + 1376.0, + 1327.800048828125, + 1335.199951171875, + 1364.5, + 1333.699951171875, + 1360.5, + 1377.199951171875, + 1357.800048828125, + 1368.300048828125, + 1402.5, + 1369.0999755859375, + 1332.4000244140625, + 1332.0, + 1338.5999755859375, + 1362.0999755859375, + 1377.300048828125, + 1374.4000244140625, + 1398.5, + 1381.699951171875, + 1374.300048828125, + 1423.0, + 1428.800048828125, + 1403.300048828125, + 1396.5999755859375, + 1417.5, + 1436.300048828125, + 1454.800048828125, + 1447.5, + 1402.9000244140625, + 1382.5, + 1396.800048828125, + 1390.9000244140625, + 1377.0999755859375, + 1358.0999755859375, + 1343.199951171875, + 1330.199951171875, + 1376.9000244140625, + 1392.9000244140625, + 1399.9000244140625, + 1391.0, + 1400.5, + 1397.699951171875, + 1405.5999755859375, + 1433.5, + 1487.5999755859375, + 1459.4000244140625, + 1456.199951171875, + 1448.4000244140625, + 1475.9000244140625, + 1507.4000244140625, + 1520.0, + 1509.5, + 1479.699951171875, + 1491.699951171875, + 1490.5, + 1514.5, + 1494.800048828125, + 1483.699951171875, + 1525.699951171875, + 1518.800048828125, + 1474.5999755859375, + 1477.4000244140625, + 1481.0999755859375, + 1472.800048828125, + 1490.5999755859375, + 1487.5, + 1447.0999755859375, + 1455.5999755859375, + 1455.9000244140625, + 1484.199951171875, + 1500.5, + 1500.0, + 1467.5999755859375, + 1447.699951171875, + 1447.199951171875, + 1468.699951171875, + 1427.300048828125, + 1435.800048828125, + 1399.800048828125, + 1386.300048828125, + 1388.199951171875, + 1386.0999755859375, + 1384.5999755859375, + 1342.699951171875, + 1392.300048828125, + 1406.0999755859375, + 1449.699951171875, + 1459.199951171875, + 1449.699951171875, + 1499.5999755859375, + 1499.800048828125, + 1501.4000244140625, + 1494.5, + 1513.9000244140625, + 1476.0999755859375, + 1485.0999755859375, + 1526.4000244140625, + 1555.0, + 1511.9000244140625, + 1504.5, + 1526.4000244140625, + 1536.4000244140625, + 1529.199951171875, + 1527.300048828125, + 1527.5999755859375, + 1503.5, + 1470.0, + 1466.0999755859375, + 1447.5999755859375, + 1434.5, + 1409.699951171875, + 1421.5999755859375, + 1476.0, + 1467.699951171875, + 1454.300048828125, + 1456.699951171875, + 1460.199951171875, + 1463.0, + 1444.5999755859375, + 1455.4000244140625, + 1420.199951171875, + 1407.0, + 1403.4000244140625, + 1460.9000244140625, + 1477.199951171875, + 1459.5, + 1460.5, + 1439.199951171875, + 1424.800048828125, + 1413.0999755859375, + 1398.699951171875, + 1395.9000244140625, + 1370.699951171875, + 1354.0999755859375, + 1360.4000244140625, + 1418.4000244140625, + 1433.0999755859375, + 1445.5, + 1457.5999755859375, + 1447.699951171875, + 1476.800048828125, + 1480.5999755859375, + 1483.300048828125, + 1448.800048828125, + 1437.300048828125, + 1442.199951171875, + 1425.0999755859375, + 1436.0999755859375, + 1396.800048828125, + 1400.800048828125, + 1400.699951171875, + 1416.800048828125, + 1398.5999755859375, + 1399.699951171875, + 1385.4000244140625, + 1364.300048828125, + 1357.0999755859375, + 1341.300048828125, + 1344.5, + 1366.300048828125, + 1357.300048828125, + 1382.699951171875, + 1388.5999755859375, + 1396.800048828125, + 1417.5, + 1447.199951171875, + 1503.9000244140625, + 1501.5, + 1526.5, + 1471.5, + 1461.4000244140625, + 1462.0, + 1493.9000244140625, + 1524.0, + 1532.0999755859375, + 1508.199951171875, + 1502.699951171875, + 1504.300048828125, + 1520.0, + 1536.199951171875, + 1587.9000244140625, + 1553.0999755859375, + 1551.5, + 1512.0, + 1519.800048828125, + 1539.199951171875, + 1510.0999755859375, + 1501.0999755859375, + 1504.5999755859375, + 1531.5999755859375, + 1518.0999755859375, + 1504.5, + 1522.9000244140625, + 1472.5, + 1534.0, + 1580.0999755859375, + 1590.4000244140625, + 1606.800048828125, + 1587.0, + 1601.9000244140625, + 1608.5999755859375, + 1593.699951171875, + 1531.4000244140625, + 1510.300048828125, + 1460.0, + 1425.300048828125, + 1398.699951171875, + 1396.199951171875, + 1387.199951171875, + 1393.0, + 1432.800048828125, + 1409.4000244140625, + 1427.199951171875, + 1409.9000244140625, + 1421.4000244140625, + 1383.4000244140625, + 1407.5999755859375, + 1421.199951171875, + 1380.199951171875, + 1437.5999755859375, + 1411.9000244140625, + 1405.800048828125, + 1438.0, + 1452.699951171875, + 1433.5999755859375, + 1412.9000244140625, + 1432.800048828125, + 1384.5, + 1392.800048828125, + 1414.4000244140625, + 1462.0999755859375, + 1455.800048828125, + 1471.9000244140625, + 1505.5999755859375, + 1511.0999755859375, + 1505.0999755859375, + 1505.5, + 1507.5999755859375, + 1496.5, + 1460.199951171875, + 1426.9000244140625, + 1437.0, + 1397.699951171875, + 1378.699951171875, + 1377.199951171875, + 1376.800048828125, + 1369.699951171875, + 1373.5, + 1373.5, + 1379.4000244140625, + 1403.0999755859375, + 1403.199951171875, + 1443.4000244140625, + 1450.4000244140625, + 1444.699951171875, + 1457.5, + 1450.0999755859375, + 1455.5999755859375, + 1423.0999755859375, + 1435.699951171875, + 1453.300048828125, + 1449.4000244140625, + 1450.5999755859375, + 1437.5999755859375, + 1447.4000244140625, + 1445.199951171875, + 1461.300048828125, + 1455.5, + 1448.4000244140625, + 1448.0999755859375, + 1452.699951171875, + 1470.199951171875, + 1500.199951171875, + 1526.5999755859375, + 1526.800048828125, + 1516.300048828125, + 1486.300048828125, + 1481.300048828125, + 1465.800048828125, + 1445.5, + 1458.199951171875, + 1407.5, + 1408.199951171875, + 1386.699951171875, + 1380.800048828125, + 1395.5999755859375, + 1402.800048828125, + 1417.300048828125, + 1381.699951171875, + 1444.0999755859375, + 1446.5, + 1441.0, + 1430.5999755859375, + 1404.699951171875, + 1402.9000244140625, + 1388.0999755859375, + 1375.5, + 1340.5999755859375, + 1359.0, + 1371.199951171875, + 1394.0999755859375, + 1428.5999755859375, + 1444.5, + 1454.0999755859375, + 1453.5, + 1457.699951171875, + 1487.199951171875, + 1468.9000244140625, + 1476.5, + 1444.4000244140625, + 1473.0999755859375, + 1493.199951171875, + 1500.0999755859375, + 1490.800048828125, + 1434.4000244140625, + 1443.0, + 1449.9000244140625, + 1432.800048828125, + 1399.9000244140625, + 1400.5999755859375, + 1404.0999755859375, + 1375.699951171875, + 1394.0999755859375, + 1401.9000244140625, + 1361.800048828125, + 1366.5, + 1374.5999755859375, + 1376.4000244140625, + 1383.5, + 1437.5999755859375, + 1466.199951171875, + 1482.4000244140625, + 1540.5999755859375, + 1524.0999755859375, + 1533.0999755859375, + 1511.0999755859375, + 1497.4000244140625, + 1464.699951171875, + 1460.5, + 1451.300048828125, + 1419.4000244140625, + 1420.9000244140625, + 1443.0999755859375, + 1469.800048828125, + 1496.800048828125, + 1522.9000244140625, + 1498.0999755859375, + 1505.4000244140625, + 1500.4000244140625, + 1523.4000244140625, + 1530.199951171875, + 1520.0, + 1500.0999755859375, + 1498.199951171875, + 1495.800048828125, + 1497.199951171875, + 1490.0, + 1489.5999755859375, + 1487.4000244140625, + 1462.0, + 1464.9000244140625, + 1483.0, + 1483.800048828125, + 1496.5999755859375, + 1502.5, + 1473.800048828125, + 1489.5999755859375, + 1500.0, + 1506.5, + 1484.800048828125, + 1500.9000244140625, + 1501.4000244140625, + 1472.4000244140625, + 1509.0, + 1514.0, + 1523.9000244140625, + 1517.0, + 1514.300048828125, + 1512.199951171875, + 1529.800048828125, + 1550.0, + 1556.199951171875, + 1555.0999755859375, + 1536.4000244140625, + 1536.5, + 1519.4000244140625, + 1521.199951171875, + 1506.4000244140625, + 1482.0, + 1516.4000244140625, + 1560.4000244140625, + 1576.4000244140625, + 1610.9000244140625, + 1623.5999755859375, + 1640.4000244140625, + 1683.699951171875, + 1642.0, + 1619.9000244140625, + 1608.800048828125, + 1568.9000244140625, + 1522.199951171875, + 1558.0999755859375, + 1559.0, + 1525.5999755859375, + 1512.800048828125, + 1528.5999755859375, + 1539.5999755859375, + 1549.300048828125, + 1551.800048828125, + 1555.300048828125, + 1472.5999755859375, + 1448.9000244140625, + 1508.5999755859375, + 1514.0, + 1550.800048828125, + 1539.699951171875, + 1533.0, + 1571.9000244140625, + 1582.9000244140625, + 1594.199951171875, + 1534.9000244140625, + 1542.699951171875, + 1508.0, + 1521.699951171875, + 1488.0999755859375, + 1454.0999755859375, + 1484.0, + 1472.699951171875, + 1473.9000244140625, + 1481.0999755859375, + 1484.9000244140625, + 1516.800048828125, + 1508.699951171875, + 1543.0, + 1502.199951171875, + 1515.9000244140625, + 1537.0, + 1530.0, + 1507.9000244140625, + 1474.4000244140625, + 1483.699951171875, + 1494.300048828125, + 1510.800048828125, + 1533.5, + 1505.4000244140625, + 1515.300048828125, + 1556.699951171875, + 1588.800048828125, + 1579.300048828125, + 1570.300048828125, + 1551.5999755859375, + 1558.5, + 1563.9000244140625, + 1535.9000244140625, + 1506.5, + 1512.5, + 1532.5, + 1564.699951171875, + 1599.4000244140625, + 1598.800048828125, + 1577.199951171875, + 1589.699951171875, + 1611.5999755859375, + 1626.5999755859375, + 1607.9000244140625, + 1624.9000244140625, + 1574.699951171875, + 1562.199951171875, + 1573.800048828125, + 1599.9000244140625, + 1609.199951171875, + 1608.4000244140625, + 1621.800048828125, + 1637.800048828125, + 1598.5, + 1615.9000244140625, + 1582.5999755859375, + 1593.4000244140625, + 1544.0, + 1542.199951171875, + 1533.199951171875, + 1544.9000244140625, + 1526.699951171875, + 1543.0999755859375, + 1527.199951171875, + 1538.4000244140625, + 1513.699951171875, + 1520.9000244140625, + 1526.300048828125, + 1521.0999755859375, + 1526.800048828125, + 1526.800048828125, + 1564.9000244140625, + 1556.0, + 1556.300048828125, + 1533.0, + 1527.5, + 1494.0999755859375, + 1501.0999755859375, + 1489.5, + 1499.699951171875, + 1492.9000244140625, + 1486.300048828125, + 1540.4000244140625, + 1583.4000244140625, + 1581.199951171875, + 1613.0999755859375, + 1627.300048828125, + 1624.300048828125, + 1588.5999755859375, + 1591.300048828125, + 1566.699951171875, + 1526.9000244140625, + 1485.4000244140625, + 1489.300048828125, + 1474.800048828125, + 1489.199951171875, + 1520.0, + 1521.0, + 1513.9000244140625, + 1514.199951171875, + 1546.0999755859375, + 1538.4000244140625, + 1548.5, + 1516.4000244140625, + 1504.0, + 1518.4000244140625, + 1478.5999755859375, + 1477.5999755859375, + 1480.9000244140625, + 1493.0999755859375, + 1515.199951171875, + 1513.9000244140625 + ], + "strengths": [ + 16.166671752929688, + 41.34210205078125, + 54.77777099609375, + 64.70001220703125, + 87.15625, + 95.00631713867188, + 102.7608642578125, + 115.70001220703125, + 128.20001220703125, + 156.39999389648438, + 162.60000610351562, + 183.39999389648438, + 199.70001220703125, + 217.89999389648438, + 225.70001220703125, + 236.39999389648438, + 231.20001220703125, + 235.29998779296875, + 245.70001220703125, + 274.20001220703125, + 301.20001220703125, + 322.5999755859375, + 329.0999755859375, + 332.4000244140625, + 306.70001220703125, + 295.0, + 272.3999938964844, + 295.79998779296875, + 308.5, + 306.20001220703125, + 329.79998779296875, + 338.0999755859375, + 335.0, + 326.20001220703125, + 318.79998779296875, + 297.5, + 298.1000061035156, + 281.3999938964844, + 281.1000061035156, + 284.29998779296875, + 279.0, + 270.29998779296875, + 251.20001220703125, + 245.10000610351562, + 229.10000610351562, + 226.70001220703125, + 218.60000610351562, + 227.5, + 233.89999389648438, + 248.89999389648438, + 268.20001220703125, + 285.20001220703125, + 286.70001220703125, + 297.0, + 302.6000061035156, + 313.5, + 323.29998779296875, + 321.9000244140625, + 322.20001220703125, + 316.3999938964844, + 321.9000244140625, + 317.9000244140625, + 320.5999755859375, + 321.20001220703125, + 323.4000244140625, + 347.9000244140625, + 352.79998779296875, + 355.29998779296875, + 353.79998779296875, + 356.79998779296875, + 356.0, + 342.4000244140625, + 336.5999755859375, + 332.5, + 332.4000244140625, + 325.29998779296875, + 328.0, + 333.70001220703125, + 339.0, + 345.70001220703125, + 347.0, + 355.0, + 355.29998779296875, + 352.0999755859375, + 350.5999755859375, + 345.5, + 336.79998779296875, + 337.5, + 329.0, + 327.20001220703125, + 337.5999755859375, + 351.70001220703125, + 351.79998779296875, + 354.0999755859375, + 363.0, + 350.70001220703125, + 324.9000244140625, + 306.29998779296875, + 285.20001220703125, + 268.29998779296875, + 263.6000061035156, + 276.29998779296875, + 276.1000061035156, + 279.8999938964844, + 290.1000061035156, + 300.29998779296875, + 313.1000061035156, + 336.79998779296875, + 366.29998779296875, + 377.29998779296875, + 376.0999755859375, + 380.4000244140625, + 363.29998779296875, + 353.0, + 361.0, + 366.79998779296875, + 367.29998779296875, + 384.5, + 409.70001220703125, + 417.0, + 428.5999755859375, + 464.20001220703125, + 468.0, + 459.79998779296875, + 477.5, + 476.20001220703125, + 465.0999755859375, + 453.29998779296875, + 457.20001220703125, + 454.0999755859375, + 452.5, + 479.5, + 473.79998779296875, + 483.0, + 488.0, + 501.0999755859375, + 499.5999755859375, + 492.29998779296875, + 489.29998779296875, + 498.0999755859375, + 530.5999755859375, + 551.2000122070312, + 559.0999755859375, + 593.2999877929688, + 617.5, + 591.2000122070312, + 606.9000244140625, + 588.5999755859375, + 616.7999877929688, + 611.2000122070312, + 625.4000244140625, + 635.4000244140625, + 627.5999755859375, + 644.2000122070312, + 636.2999877929688, + 637.7999877929688, + 635.9000244140625, + 647.7000122070312, + 661.7999877929688, + 679.7000122070312, + 662.9000244140625, + 675.7999877929688, + 689.7000122070312, + 699.5, + 696.4000244140625, + 712.7000122070312, + 732.4000244140625, + 712.2999877929688, + 692.7999877929688, + 703.7000122070312, + 698.5999755859375, + 694.9000244140625, + 698.7999877929688, + 681.9000244140625, + 712.9000244140625, + 723.4000244140625, + 750.4000244140625, + 771.7000122070312, + 825.9000244140625, + 813.0999755859375, + 762.5, + 732.2999877929688, + 668.7999877929688, + 618.5999755859375, + 549.7999877929688, + 571.5999755859375, + 624.2999877929688, + 661.0, + 721.5, + 732.5999755859375, + 741.5, + 757.7000122070312, + 738.2999877929688, + 725.9000244140625, + 727.2999877929688, + 728.7999877929688, + 735.4000244140625, + 745.7000122070312, + 767.5999755859375, + 765.2000122070312, + 796.4000244140625, + 775.9000244140625, + 726.4000244140625, + 733.4000244140625, + 701.5, + 710.5, + 725.0999755859375, + 713.9000244140625, + 711.0999755859375, + 749.4000244140625, + 759.7000122070312, + 751.7000122070312, + 763.4000244140625, + 726.7999877929688, + 745.0999755859375, + 739.7000122070312, + 699.2000122070312, + 767.0, + 764.7999877929688, + 749.7000122070312, + 768.0, + 786.5999755859375, + 833.300048828125, + 901.699951171875, + 891.0999755859375, + 920.9000244140625, + 944.5999755859375, + 993.699951171875, + 1014.0, + 971.199951171875, + 932.5999755859375, + 985.800048828125, + 1001.0, + 988.0, + 942.4000244140625, + 945.5, + 952.199951171875, + 963.0999755859375, + 919.699951171875, + 877.9000244140625, + 869.199951171875, + 915.5999755859375, + 936.0, + 927.9000244140625, + 934.800048828125, + 972.5, + 1004.0, + 1011.800048828125, + 1008.0, + 1010.699951171875, + 1041.800048828125, + 1068.9000244140625, + 1042.699951171875, + 1034.699951171875, + 1025.4000244140625, + 1003.5999755859375, + 982.4000244140625, + 959.699951171875, + 942.4000244140625, + 935.4000244140625, + 941.9000244140625, + 964.5, + 1022.300048828125, + 1033.9000244140625, + 1017.800048828125, + 1076.0, + 1079.0999755859375, + 1072.5999755859375, + 1058.800048828125, + 1026.300048828125, + 1036.4000244140625, + 1028.4000244140625, + 1035.300048828125, + 987.9000244140625, + 988.699951171875, + 1010.5, + 1042.5999755859375, + 1038.9000244140625, + 1062.699951171875, + 1093.5, + 1083.5, + 1114.5, + 1121.800048828125, + 1106.9000244140625, + 1057.9000244140625, + 1036.4000244140625, + 1049.300048828125, + 1038.4000244140625, + 1003.0999755859375, + 984.0999755859375, + 1002.5, + 974.5, + 963.5999755859375, + 986.699951171875, + 924.199951171875, + 892.4000244140625, + 929.9000244140625, + 934.4000244140625, + 938.0, + 964.300048828125, + 994.5999755859375, + 999.0999755859375, + 1014.4000244140625, + 1017.0999755859375, + 988.5999755859375, + 956.4000244140625, + 946.5999755859375, + 917.0, + 909.9000244140625, + 950.4000244140625, + 977.5999755859375, + 1037.9000244140625, + 1049.199951171875, + 1047.0, + 1043.4000244140625, + 1056.0999755859375, + 1034.4000244140625, + 1027.199951171875, + 1064.4000244140625, + 1006.699951171875, + 1000.4000244140625, + 1036.5999755859375, + 1077.5, + 1098.0999755859375, + 1128.800048828125, + 1078.9000244140625, + 1090.300048828125, + 1133.5, + 1157.0999755859375, + 1165.0, + 1207.0, + 1189.0, + 1214.300048828125, + 1254.0999755859375, + 1248.199951171875, + 1207.4000244140625, + 1174.699951171875, + 1130.699951171875, + 1093.0, + 1028.4000244140625, + 996.300048828125, + 986.0999755859375, + 965.5999755859375, + 969.199951171875, + 1032.4000244140625, + 1021.800048828125, + 1046.5999755859375, + 1088.699951171875, + 1142.4000244140625, + 1162.699951171875, + 1219.699951171875, + 1234.199951171875, + 1190.0, + 1228.800048828125, + 1216.199951171875, + 1196.699951171875, + 1165.9000244140625, + 1176.5999755859375, + 1192.5, + 1186.699951171875, + 1197.9000244140625, + 1171.199951171875, + 1181.300048828125, + 1178.9000244140625, + 1172.4000244140625, + 1111.4000244140625, + 1050.9000244140625, + 1059.5, + 1093.0, + 1087.699951171875, + 1109.0, + 1077.0, + 1071.699951171875, + 1068.5, + 1070.5999755859375, + 1046.199951171875, + 1021.0, + 1019.800048828125, + 1031.5999755859375, + 1014.9000244140625, + 1055.0, + 1057.4000244140625, + 1070.4000244140625, + 1070.4000244140625, + 1082.699951171875, + 1056.0999755859375, + 1100.4000244140625, + 1120.0999755859375, + 1077.800048828125, + 1051.5999755859375, + 1089.0, + 1154.9000244140625, + 1181.9000244140625, + 1214.0999755859375, + 1214.4000244140625, + 1245.0, + 1238.5, + 1232.699951171875, + 1172.699951171875, + 1174.800048828125, + 1116.9000244140625, + 1117.199951171875, + 1113.300048828125, + 1151.4000244140625, + 1199.5, + 1188.300048828125, + 1233.800048828125, + 1233.5999755859375, + 1222.4000244140625, + 1274.0, + 1254.4000244140625, + 1264.0, + 1217.199951171875, + 1193.699951171875, + 1207.5999755859375, + 1183.800048828125, + 1159.699951171875, + 1115.9000244140625, + 1132.300048828125, + 1154.800048828125, + 1195.5, + 1183.5, + 1138.5999755859375, + 1133.4000244140625, + 1173.300048828125, + 1180.300048828125, + 1131.5999755859375, + 1133.0999755859375, + 1098.0999755859375, + 1079.5, + 1176.699951171875, + 1166.0, + 1148.0999755859375, + 1085.5, + 1141.4000244140625, + 1123.0999755859375, + 1116.4000244140625, + 1101.9000244140625, + 1044.0999755859375, + 1076.5999755859375, + 1087.0999755859375, + 1083.300048828125, + 1060.5999755859375, + 1093.5, + 1124.300048828125, + 1095.0, + 1138.0999755859375, + 1121.9000244140625, + 1110.0999755859375, + 1131.5999755859375, + 1119.5, + 1119.5, + 1078.9000244140625, + 1083.199951171875, + 1100.300048828125, + 1144.4000244140625, + 1158.800048828125, + 1158.300048828125, + 1139.699951171875, + 1161.4000244140625, + 1177.5, + 1200.800048828125, + 1185.0999755859375, + 1176.5, + 1163.0, + 1143.300048828125, + 1172.5999755859375, + 1180.5, + 1132.300048828125, + 1139.699951171875, + 1169.0, + 1138.199951171875, + 1165.0, + 1181.699951171875, + 1162.300048828125, + 1172.800048828125, + 1207.0, + 1173.5999755859375, + 1136.9000244140625, + 1136.5, + 1143.0999755859375, + 1166.5999755859375, + 1181.800048828125, + 1178.9000244140625, + 1203.0, + 1186.199951171875, + 1178.800048828125, + 1227.5, + 1233.300048828125, + 1207.800048828125, + 1201.0999755859375, + 1222.0, + 1240.800048828125, + 1259.300048828125, + 1252.0, + 1207.4000244140625, + 1187.0, + 1201.300048828125, + 1195.4000244140625, + 1181.5999755859375, + 1162.5999755859375, + 1147.699951171875, + 1134.699951171875, + 1181.4000244140625, + 1197.4000244140625, + 1204.4000244140625, + 1195.5, + 1205.0, + 1202.199951171875, + 1210.0999755859375, + 1238.0, + 1292.0999755859375, + 1263.9000244140625, + 1260.699951171875, + 1252.9000244140625, + 1280.4000244140625, + 1311.9000244140625, + 1324.5, + 1314.0, + 1284.199951171875, + 1296.199951171875, + 1295.0, + 1319.0, + 1299.300048828125, + 1288.199951171875, + 1330.199951171875, + 1323.300048828125, + 1279.0999755859375, + 1281.9000244140625, + 1285.5999755859375, + 1277.300048828125, + 1295.0999755859375, + 1292.0, + 1251.5999755859375, + 1260.0999755859375, + 1260.4000244140625, + 1288.699951171875, + 1305.0, + 1304.5, + 1272.0999755859375, + 1252.199951171875, + 1251.699951171875, + 1273.199951171875, + 1231.800048828125, + 1240.300048828125, + 1204.300048828125, + 1190.800048828125, + 1192.699951171875, + 1190.5999755859375, + 1189.0999755859375, + 1147.199951171875, + 1196.800048828125, + 1210.5999755859375, + 1254.199951171875, + 1263.699951171875, + 1254.199951171875, + 1304.0999755859375, + 1304.300048828125, + 1305.9000244140625, + 1299.0, + 1318.4000244140625, + 1280.5999755859375, + 1289.5999755859375, + 1330.9000244140625, + 1359.5, + 1316.4000244140625, + 1309.0, + 1330.9000244140625, + 1340.9000244140625, + 1333.699951171875, + 1331.800048828125, + 1332.0999755859375, + 1308.0, + 1274.5, + 1270.5999755859375, + 1252.0999755859375, + 1239.0, + 1214.199951171875, + 1226.0999755859375, + 1280.5, + 1272.199951171875, + 1258.800048828125, + 1261.199951171875, + 1264.699951171875, + 1267.5, + 1249.0999755859375, + 1259.9000244140625, + 1224.699951171875, + 1211.5, + 1207.9000244140625, + 1265.4000244140625, + 1281.699951171875, + 1264.0, + 1265.0, + 1243.699951171875, + 1229.300048828125, + 1217.5999755859375, + 1203.199951171875, + 1200.4000244140625, + 1175.199951171875, + 1158.5999755859375, + 1164.9000244140625, + 1222.9000244140625, + 1237.5999755859375, + 1250.0, + 1262.0999755859375, + 1252.199951171875, + 1281.300048828125, + 1285.0999755859375, + 1287.800048828125, + 1253.300048828125, + 1241.800048828125, + 1246.699951171875, + 1229.5999755859375, + 1240.5999755859375, + 1201.300048828125, + 1205.300048828125, + 1205.199951171875, + 1221.300048828125, + 1203.0999755859375, + 1204.199951171875, + 1189.9000244140625, + 1168.800048828125, + 1161.5999755859375, + 1145.800048828125, + 1149.0, + 1170.800048828125, + 1161.800048828125, + 1187.199951171875, + 1193.0999755859375, + 1201.300048828125, + 1222.0, + 1251.699951171875, + 1308.4000244140625, + 1306.0, + 1331.0, + 1276.0, + 1265.9000244140625, + 1266.5, + 1298.4000244140625, + 1328.5, + 1336.5999755859375, + 1312.699951171875, + 1307.199951171875, + 1308.800048828125, + 1324.5, + 1340.699951171875, + 1392.4000244140625, + 1357.5999755859375, + 1356.0, + 1316.5, + 1324.300048828125, + 1343.699951171875, + 1314.5999755859375, + 1305.5999755859375, + 1309.0999755859375, + 1336.0999755859375, + 1322.5999755859375, + 1309.0, + 1327.4000244140625, + 1277.0, + 1338.5, + 1384.5999755859375, + 1394.9000244140625, + 1411.300048828125, + 1391.5, + 1406.4000244140625, + 1413.0999755859375, + 1398.199951171875, + 1335.9000244140625, + 1314.800048828125, + 1264.5, + 1229.800048828125, + 1203.199951171875, + 1200.699951171875, + 1191.699951171875, + 1197.5, + 1237.300048828125, + 1213.9000244140625, + 1231.699951171875, + 1214.4000244140625, + 1225.9000244140625, + 1187.9000244140625, + 1212.0999755859375, + 1225.699951171875, + 1184.699951171875, + 1242.0999755859375, + 1216.4000244140625, + 1210.300048828125, + 1242.5, + 1257.199951171875, + 1238.0999755859375, + 1217.4000244140625, + 1237.300048828125, + 1189.0, + 1197.300048828125, + 1218.9000244140625, + 1266.5999755859375, + 1260.300048828125, + 1276.4000244140625, + 1310.0999755859375, + 1315.5999755859375, + 1309.5999755859375, + 1310.0, + 1312.0999755859375, + 1301.0, + 1264.699951171875, + 1231.4000244140625, + 1241.5, + 1202.199951171875, + 1183.199951171875, + 1181.699951171875, + 1181.300048828125, + 1174.199951171875, + 1178.0, + 1178.0, + 1183.9000244140625, + 1207.5999755859375, + 1207.699951171875, + 1247.9000244140625, + 1254.9000244140625, + 1249.199951171875, + 1262.0, + 1254.5999755859375, + 1260.0999755859375, + 1227.5999755859375, + 1240.199951171875, + 1257.800048828125, + 1253.9000244140625, + 1255.0999755859375, + 1242.0999755859375, + 1251.9000244140625, + 1249.699951171875, + 1265.800048828125, + 1260.0, + 1252.9000244140625, + 1252.5999755859375, + 1257.199951171875, + 1274.699951171875, + 1304.699951171875, + 1331.0999755859375, + 1331.300048828125, + 1320.800048828125, + 1290.800048828125, + 1285.800048828125, + 1270.300048828125, + 1250.0, + 1262.699951171875, + 1212.0, + 1212.699951171875, + 1191.199951171875, + 1185.300048828125, + 1200.0999755859375, + 1207.300048828125, + 1221.800048828125, + 1186.199951171875, + 1248.5999755859375, + 1251.0, + 1245.5, + 1235.0999755859375, + 1209.199951171875, + 1207.4000244140625, + 1192.5999755859375, + 1180.0, + 1145.0999755859375, + 1163.5, + 1175.699951171875, + 1198.5999755859375, + 1233.0999755859375, + 1249.0, + 1258.5999755859375, + 1258.0, + 1262.199951171875, + 1291.699951171875, + 1273.4000244140625, + 1281.0, + 1248.9000244140625, + 1277.5999755859375, + 1297.699951171875, + 1304.5999755859375, + 1295.300048828125, + 1238.9000244140625, + 1247.5, + 1254.4000244140625, + 1237.300048828125, + 1204.4000244140625, + 1205.0999755859375, + 1208.5999755859375, + 1180.199951171875, + 1198.5999755859375, + 1206.4000244140625, + 1166.300048828125, + 1171.0, + 1179.0999755859375, + 1180.9000244140625, + 1188.0, + 1242.0999755859375, + 1270.699951171875, + 1286.9000244140625, + 1345.0999755859375, + 1328.5999755859375, + 1337.5999755859375, + 1315.5999755859375, + 1301.9000244140625, + 1269.199951171875, + 1265.0, + 1255.800048828125, + 1223.9000244140625, + 1225.4000244140625, + 1247.5999755859375, + 1274.300048828125, + 1301.300048828125, + 1327.4000244140625, + 1302.5999755859375, + 1309.9000244140625, + 1304.9000244140625, + 1327.9000244140625, + 1334.699951171875, + 1324.5, + 1304.5999755859375, + 1302.699951171875, + 1300.300048828125, + 1301.699951171875, + 1294.5, + 1294.0999755859375, + 1291.9000244140625, + 1266.5, + 1269.4000244140625, + 1287.5, + 1288.300048828125, + 1301.0999755859375, + 1307.0, + 1278.300048828125, + 1294.0999755859375, + 1304.5, + 1311.0, + 1289.300048828125, + 1305.4000244140625, + 1305.9000244140625, + 1276.9000244140625, + 1313.5, + 1318.5, + 1328.4000244140625, + 1321.5, + 1318.800048828125, + 1316.699951171875, + 1334.300048828125, + 1354.5, + 1360.699951171875, + 1359.5999755859375, + 1340.9000244140625, + 1341.0, + 1323.9000244140625, + 1325.699951171875, + 1310.9000244140625, + 1286.5, + 1320.9000244140625, + 1364.9000244140625, + 1380.9000244140625, + 1415.4000244140625, + 1428.0999755859375, + 1444.9000244140625, + 1488.199951171875, + 1446.5, + 1424.4000244140625, + 1413.300048828125, + 1373.4000244140625, + 1326.699951171875, + 1362.5999755859375, + 1363.5, + 1330.0999755859375, + 1317.300048828125, + 1333.0999755859375, + 1344.0999755859375, + 1353.800048828125, + 1356.300048828125, + 1359.800048828125, + 1277.0999755859375, + 1253.4000244140625, + 1313.0999755859375, + 1318.5, + 1355.300048828125, + 1344.199951171875, + 1337.5, + 1376.4000244140625, + 1387.4000244140625, + 1398.699951171875, + 1339.4000244140625, + 1347.199951171875, + 1312.5, + 1326.199951171875, + 1292.5999755859375, + 1258.5999755859375, + 1288.5, + 1277.199951171875, + 1278.4000244140625, + 1285.5999755859375, + 1289.4000244140625, + 1321.300048828125, + 1313.199951171875, + 1347.5, + 1306.699951171875, + 1320.4000244140625, + 1341.5, + 1334.5, + 1312.4000244140625, + 1278.9000244140625, + 1288.199951171875, + 1298.800048828125, + 1315.300048828125, + 1338.0, + 1309.9000244140625, + 1319.800048828125, + 1361.199951171875, + 1393.300048828125, + 1383.800048828125, + 1374.800048828125, + 1356.0999755859375, + 1363.0, + 1368.4000244140625, + 1340.4000244140625, + 1311.0, + 1317.0, + 1337.0, + 1369.199951171875, + 1403.9000244140625, + 1403.300048828125, + 1381.699951171875, + 1394.199951171875, + 1416.0999755859375, + 1431.0999755859375, + 1412.4000244140625, + 1429.4000244140625, + 1379.199951171875, + 1366.699951171875, + 1378.300048828125, + 1404.4000244140625, + 1413.699951171875, + 1412.9000244140625, + 1426.300048828125, + 1442.300048828125, + 1403.0, + 1420.4000244140625, + 1387.0999755859375, + 1397.9000244140625, + 1348.5, + 1346.699951171875, + 1337.699951171875, + 1349.4000244140625, + 1331.199951171875, + 1347.5999755859375, + 1331.699951171875, + 1342.9000244140625, + 1318.199951171875, + 1325.4000244140625, + 1330.800048828125, + 1325.5999755859375, + 1331.300048828125, + 1331.300048828125, + 1369.4000244140625, + 1360.5, + 1360.800048828125, + 1337.5, + 1332.0, + 1298.5999755859375, + 1305.5999755859375, + 1294.0, + 1304.199951171875, + 1297.4000244140625, + 1290.800048828125, + 1344.9000244140625, + 1387.9000244140625, + 1385.699951171875, + 1417.5999755859375, + 1431.800048828125, + 1428.800048828125, + 1393.0999755859375, + 1395.800048828125, + 1371.199951171875, + 1331.4000244140625, + 1289.9000244140625, + 1293.800048828125, + 1279.300048828125, + 1293.699951171875, + 1324.5, + 1325.5, + 1318.4000244140625, + 1318.699951171875, + 1350.5999755859375, + 1342.9000244140625, + 1353.0, + 1320.9000244140625, + 1308.5, + 1322.9000244140625, + 1283.0999755859375, + 1282.0999755859375, + 1285.4000244140625, + 1297.5999755859375, + 1319.699951171875, + 1318.4000244140625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 6.405583553714678e-05, + 4.9068192311096936e-05, + 4.026971510029398e-05, + 3.3581542083993554e-05, + 2.9107020964147523e-05, + 2.580973341537174e-05, + 2.314368430234026e-05, + 2.095814488711767e-05, + 1.897040056064725e-05, + 1.7402886442141607e-05, + 1.6026175217120908e-05, + 1.4844086763332598e-05, + 1.381192578264745e-05, + 1.294091453019064e-05, + 1.2183348189864773e-05, + 1.1555181117728353e-05, + 1.1002523933711927e-05, + 1.0498914889467414e-05, + 1.0008462595578749e-05, + 9.540307473798748e-06, + 9.104587661568075e-06, + 8.715868716535624e-06, + 8.36901381262578e-06, + 8.081853593466803e-06, + 7.82999904913595e-06, + 7.615236881974852e-06, + 7.398914931400213e-06, + 7.190149972302606e-06, + 6.997942818998126e-06, + 6.805782504670788e-06, + 6.623097306146519e-06, + 6.454695721913595e-06, + 6.30133490631124e-06, + 6.160422344692051e-06, + 6.036023478372954e-06, + 5.91755679124617e-06, + 5.810893526358996e-06, + 5.708921889890917e-06, + 5.610129392152885e-06, + 5.517131285159849e-06, + 5.430487362900749e-06, + 5.352764219423989e-06, + 5.279329798213439e-06, + 5.212684754951624e-06, + 5.1485180847521406e-06, + 5.08823632117128e-06, + 5.027100542065455e-06, + 4.965914740751032e-06, + 4.902628916170215e-06, + 4.836509106098674e-06, + 4.768503458763007e-06, + 4.7024341256474145e-06, + 4.636301582650049e-06, + 4.5712276914855465e-06, + 4.50614652436343e-06, + 4.441404144017724e-06, + 4.379207439342281e-06, + 4.3190852920815814e-06, + 4.262001766619505e-06, + 4.205808181723114e-06, + 4.1520793274685275e-06, + 4.099579200556036e-06, + 4.048594746564049e-06, + 3.998813099315157e-06, + 3.946931883547222e-06, + 3.896018824889325e-06, + 3.846386334771523e-06, + 3.798515990638407e-06, + 3.751729309442453e-06, + 3.7064644402562408e-06, + 3.6641913538915105e-06, + 3.623776137828827e-06, + 3.584910473364289e-06, + 3.5470602597342804e-06, + 3.510946498863632e-06, + 3.475423454801785e-06, + 3.440167347434908e-06, + 3.4052325190714328e-06, + 3.370489821463707e-06, + 3.3364788123435574e-06, + 3.302545337646734e-06, + 3.269423132223892e-06, + 3.237394594179932e-06, + 3.206256678822683e-06, + 3.1762776870891685e-06, + 3.1476999993174104e-06, + 3.1196780128084356e-06, + 3.0929322747397237e-06, + 3.0668702493130695e-06, + 3.0405251436604885e-06, + 3.01365548693866e-06, + 2.987348807437229e-06, + 2.9614272989419987e-06, + 2.93541688733967e-06, + 2.9108100534358528e-06, + 2.888449444071739e-06, + 2.8677341106231324e-06, + 2.8487493182183243e-06, + 2.8311442292761058e-06, + 2.8140793801867403e-06, + 2.79643495559867e-06, + 2.779048600132228e-06, + 2.761668611128698e-06, + 2.7439127734396607e-06, + 2.7258056434220634e-06, + 2.707218754949281e-06, + 2.6875557068706257e-06, + 2.6665563837013906e-06, + 2.645340373419458e-06, + 2.6245984372508246e-06, + 2.6040193006338086e-06, + 2.5847282358881785e-06, + 2.5663105134299258e-06, + 2.547798430896364e-06, + 2.5293161343142856e-06, + 2.511130333004985e-06, + 2.4924299850681564e-06, + 2.47287675847474e-06, + 2.453361503285123e-06, + 2.4336984552064678e-06, + 2.4128437416948145e-06, + 2.3922711989143863e-06, + 2.3724862785456935e-06, + 2.352372803215985e-06, + 2.3327404505835148e-06, + 2.313960976607632e-06, + 2.296020284120459e-06, + 2.278274905620492e-06, + 2.2609867755818414e-06, + 2.2440826796810143e-06, + 2.2265135157795157e-06, + 2.209490503446432e-06, + 2.1924713564658305e-06, + 2.1756093246949604e-06, + 2.1586331513390178e-06, + 2.1420391931314953e-06, + 2.126000936186756e-06, + 2.110357854689937e-06, + 2.094729552482022e-06, + 2.0784018488484435e-06, + 2.0617826521629468e-06, + 2.04527123059961e-06, + 2.0281202068872517e-06, + 2.010663820328773e-06, + 1.9943140614486765e-06, + 1.9778860860242276e-06, + 1.9622859781520674e-06, + 1.946278416653513e-06, + 1.9307485672470648e-06, + 1.915189159262809e-06, + 1.899713538477954e-06, + 1.8847457567972015e-06, + 1.8696997585720965e-06, + 1.855143977991247e-06, + 1.840848199208267e-06, + 1.8268790427100612e-06, + 1.8129329646399128e-06, + 1.7989688103625667e-06, + 1.7849185951490654e-06, + 1.7714912701194407e-06, + 1.7580731537236716e-06, + 1.7446526499043102e-06, + 1.7313151374764857e-06, + 1.7183017462230055e-06, + 1.705249246697349e-06, + 1.6921073893172434e-06, + 1.6795814872239134e-06, + 1.6676310679031303e-06, + 1.6557202116018743e-06, + 1.6441155139546026e-06, + 1.6327829825968365e-06, + 1.6215924460993847e-06, + 1.6108648424051353e-06, + 1.5998474509615335e-06, + 1.5888693951637833e-06, + 1.5776907957842923e-06, + 1.5664112424929044e-06, + 1.5545770111202728e-06, + 1.54315898726054e-06, + 1.5326536413340364e-06, + 1.5227415133267641e-06, + 1.5138344906517887e-06, + 1.50571452195436e-06, + 1.4985893130869954e-06, + 1.4912701544744777e-06, + 1.4833788100077072e-06, + 1.4751394701306708e-06, + 1.4662809917354025e-06, + 1.457428311368858e-06, + 1.4486101918009808e-06, + 1.4397436416402343e-06, + 1.4312407756733592e-06, + 1.4230083706934238e-06, + 1.4148836271488108e-06, + 1.4068631344343885e-06, + 1.3988899354444584e-06, + 1.3909251492805197e-06, + 1.3828504279445042e-06, + 1.3749231584370136e-06, + 1.3667994380739401e-06, + 1.3590060916612856e-06, + 1.3518149444280425e-06, + 1.3446547200146597e-06, + 1.3378974017541623e-06, + 1.331142470917257e-06, + 1.3243393368611578e-06, + 1.3177289019949967e-06, + 1.3112287433614256e-06, + 1.3044681281826342e-06, + 1.297707058256492e-06, + 1.2911068552057259e-06, + 1.2844931234212709e-06, + 1.2782780913767056e-06, + 1.2719870028377045e-06, + 1.265820628759684e-06, + 1.2600623904290842e-06, + 1.2538233704617596e-06, + 1.2476822348617134e-06, + 1.2417378911777632e-06, + 1.2357244258964784e-06, + 1.2296437716941e-06, + 1.2232876542839222e-06, + 1.2165077123427182e-06, + 1.2099058039893862e-06, + 1.203183501274907e-06, + 1.1963921906499309e-06, + 1.1893590681211208e-06, + 1.182297637569718e-06, + 1.1756404774132534e-06, + 1.1693426813508268e-06, + 1.1627840876826667e-06, + 1.1562260624486953e-06, + 1.1498510730234557e-06, + 1.1438584124334739e-06, + 1.137929871219967e-06, + 1.1320424846417154e-06, + 1.1261709005339071e-06, + 1.1206396948182373e-06, + 1.115427266995539e-06, + 1.1103292081315885e-06, + 1.1050256034650374e-06, + 1.0996734545187792e-06, + 1.0944359019049443e-06, + 1.0892264299400267e-06, + 1.0838772368515492e-06, + 1.078428681466903e-06, + 1.0730124131441698e-06, + 1.067689481715206e-06, + 1.0624236210787785e-06, + 1.0570691983957659e-06, + 1.0516514521441422e-06, + 1.0464391380082816e-06, + 1.0413357358629582e-06, + 1.0363445426264661e-06, + 1.0315218332834775e-06, + 1.026859081321163e-06, + 1.022358333102602e-06, + 1.0179896889894735e-06, + 1.0137024446521536e-06, + 1.0094336175825447e-06, + 1.0051118124465575e-06, + 1.0005851436289959e-06, + 9.9606268122443e-07, + 9.91664364846656e-07, + 9.870714166027028e-07, + 9.825231472859741e-07, + 9.780584377949708e-07, + 9.737049140312592e-07, + 9.695347671367927e-07, + 9.653722372604534e-07, + 9.612890607968438e-07, + 9.572254384693224e-07, + 9.53390497215878e-07, + 9.495932999925571e-07, + 9.457540386392793e-07, + 9.418363333679736e-07, + 9.379756988892041e-07, + 9.340705560134666e-07, + 9.300979968429601e-07, + 9.262067806048435e-07, + 9.222500807481993e-07, + 9.183138445223449e-07, + 9.144744126388105e-07, + 9.10845301405061e-07, + 9.073273190551845e-07, + 9.038026291818824e-07, + 9.003503578242089e-07, + 8.970488352133543e-07, + 8.938409337133635e-07, + 8.906041557565914e-07, + 8.874873174136155e-07, + 8.844335184221563e-07, + 8.813350973468914e-07, + 8.784585361354402e-07, + 8.757039609008643e-07, + 8.728574130145716e-07, + 8.700211537870928e-07, + 8.671980822327896e-07, + 8.643207252134744e-07, + 8.613791919742653e-07, + 8.584507327213942e-07, + 8.555042541047442e-07, + 8.525768180334126e-07, + 8.497565886500524e-07, + 8.470513535030477e-07, + 8.443957995041274e-07, + 8.418438142143714e-07, + 8.393310508836294e-07, + 8.367271107090346e-07, + 8.340705903719936e-07, + 8.312743489113927e-07, + 8.284728778562567e-07, + 8.257022159341432e-07, + 8.22965319002833e-07, + 8.202196113415994e-07, + 8.175536549970275e-07, + 8.149288532877108e-07, + 8.122324288706295e-07, + 8.097037493826065e-07, + 8.072113359958166e-07, + 8.046498578551109e-07, + 8.02010049483215e-07, + 7.993435247044545e-07, + 7.966269208736776e-07, + 7.940534487715922e-07, + 7.914751449789037e-07, + 7.888182267379307e-07, + 7.861306698941917e-07, + 7.834495363567839e-07, + 7.806977464497322e-07, + 7.780125201861665e-07, + 7.752959163553896e-07, + 7.725172395112168e-07, + 7.69778523590503e-07, + 7.671542334719561e-07, + 7.646241897418804e-07, + 7.62209992899443e-07, + 7.598953857268498e-07, + 7.577344263154373e-07, + 7.556561172350484e-07, + 7.53613562665123e-07, + 7.516271693930321e-07, + 7.496468583667593e-07, + 7.475521215383196e-07, + 7.454938781847886e-07, + 7.434010171891714e-07, + 7.412401714645966e-07, + 7.389905931631802e-07, + 7.367197554231097e-07, + 7.3435757030893e-07, + 7.319881092371361e-07, + 7.297228989955329e-07, + 7.274035738191742e-07, + 7.251275633279874e-07, + 7.229066341096768e-07, + 7.207603403003304e-07, + 7.186114885371353e-07, + 7.164510407164926e-07, + 7.143183324842539e-07, + 7.121826115508156e-07, + 7.101108963070146e-07, + 7.080375894474855e-07, + 7.059845188450709e-07, + 7.039584488666151e-07, + 7.020519205980236e-07, + 7.002615802775836e-07, + 6.984685114730382e-07, + 6.966312753320381e-07, + 6.948153554731107e-07, + 6.929766414032201e-07, + 6.912030698913441e-07, + 6.894499620102579e-07, + 6.877135660943168e-07, + 6.859850145701785e-07, + 6.84306769471732e-07, + 6.826790581726527e-07, + 6.810630566178588e-07, + 6.794383011765603e-07, + 6.778495276194008e-07, + 6.762080602129572e-07, + 6.745731297996826e-07, + 6.72928422318364e-07, + 6.712940603392781e-07, + 6.696513992210384e-07, + 6.680590445284906e-07, + 6.664103011644329e-07, + 6.6474285631557e-07, + 6.631486257901997e-07, + 6.616025984840235e-07, + 6.60011323816434e-07, + 6.583346703337156e-07, + 6.56630334106012e-07, + 6.548917212967353e-07, + 6.531648750751629e-07, + 6.514071060337301e-07, + 6.496709943348833e-07, + 6.479551757365698e-07, + 6.463339445872407e-07, + 6.447205009862955e-07, + 6.43196244709543e-07, + 6.416809696929704e-07, + 6.401801329047885e-07, + 6.386375162037439e-07, + 6.370408414113626e-07, + 6.354693482535367e-07, + 6.338485150081397e-07, + 6.32238936759677e-07, + 6.306545401457697e-07, + 6.290144938247977e-07, + 6.274107136050588e-07, + 6.258056828301051e-07, + 6.242702852432558e-07, + 6.227742233022582e-07, + 6.212702601260389e-07, + 6.198051210049016e-07, + 6.183785217217519e-07, + 6.170138249217416e-07, + 6.156369636300951e-07, + 6.142409461062925e-07, + 6.128044560682611e-07, + 6.113910444582871e-07, + 6.100391942709393e-07, + 6.087011570343748e-07, + 6.07324011525634e-07, + 6.059468091734743e-07, + 6.046340672583028e-07, + 6.033269528415985e-07, + 6.020670753059676e-07, + 6.008349942021596e-07, + 5.994994580760249e-07, + 5.98183589772816e-07, + 5.96895176840917e-07, + 5.956836162113177e-07, + 5.944163490312349e-07, + 5.931762530053675e-07, + 5.919500267737021e-07, + 5.907460831622302e-07, + 5.896109769309987e-07, + 5.884463121219596e-07, + 5.872762471881288e-07, + 5.861160730091797e-07, + 5.849857984685514e-07, + 5.838262495672097e-07, + 5.826400979458413e-07, + 5.814907808598946e-07, + 5.803022986583528e-07, + 5.791368948848685e-07, + 5.77989567318582e-07, + 5.768259825345012e-07, + 5.756807013312937e-07, + 5.745412181568099e-07, + 5.734484602726297e-07, + 5.723566118831513e-07, + 5.712529400625499e-07, + 5.701107284039608e-07, + 5.689601039193803e-07, + 5.678159027411311e-07, + 5.666958600158978e-07, + 5.655602990373154e-07, + 5.644149041472701e-07, + 5.632530246657552e-07, + 5.621124046228942e-07, + 5.609859385913296e-07, + 5.598780603577325e-07, + 5.587944542639889e-07, + 5.576886223934707e-07, + 5.565810283769679e-07, + 5.555238544729946e-07, + 5.544650321098743e-07, + 5.533842681870738e-07, + 5.523371555682388e-07, + 5.512706593435723e-07, + 5.501942155206052e-07, + 5.491406227520201e-07, + 5.480828235704394e-07, + 5.469996153806278e-07, + 5.459516501105099e-07, + 5.449413151836779e-07, + 5.439360393211246e-07, + 5.429297402770317e-07, + 5.419076387624955e-07, + 5.408771244219679e-07, + 5.398542270995677e-07, + 5.388154704633052e-07, + 5.377963248065498e-07, + 5.367883204598911e-07, + 5.357438794817426e-07, + 5.346997227206884e-07, + 5.336822823664988e-07, + 5.326753580447985e-07, + 5.316559850143676e-07, + 5.306259822646098e-07, + 5.295859750731324e-07, + 5.285572228785895e-07, + 5.27569966379815e-07, + 5.266039693196944e-07, + 5.256309236756351e-07, + 5.246673140391067e-07, + 5.237191658125084e-07, + 5.227905717219983e-07, + 5.21877950632188e-07, + 5.209795972405118e-07, + 5.200484451961529e-07, + 5.191089371692215e-07, + 5.181683491173317e-07, + 5.172390160623763e-07, + 5.163066134628025e-07, + 5.153806341695599e-07, + 5.144528358869138e-07, + 5.135080414220283e-07, + 5.125268103256531e-07, + 5.115716703585349e-07, + 5.106235221319366e-07, + 5.096856625641522e-07, + 5.087318299956678e-07, + 5.077593527857971e-07, + 5.067824417892552e-07, + 5.058180931882816e-07, + 5.048802336204972e-07, + 5.03938167639717e-07, + 5.030015586271475e-07, + 5.020521598453342e-07, + 5.011215193917451e-07, + 5.002032708034676e-07, + 4.992596132069593e-07, + 4.983254484614008e-07, + 4.974267540092114e-07, + 4.965302764503576e-07, + 4.956354473506508e-07, + 4.947505090058257e-07, + 4.938573852086847e-07, + 4.929705141876184e-07, + 4.921153049508575e-07, + 4.912581061944366e-07, + 4.904045454168227e-07, + 4.895358074463729e-07, + 4.886600208919845e-07, + 4.877886681242671e-07, + 4.869428380516183e-07, + 4.861138904743711e-07, + 4.852888650930254e-07, + 4.844533236791904e-07, + 4.836484208681213e-07, + 4.828414148505544e-07, + 4.820611252398521e-07, + 4.812926590602729e-07, + 4.805261255569349e-07, + 4.79764025840268e-07, + 4.790058483195025e-07, + 4.782772862199636e-07, + 4.775201318807376e-07, + 4.76757321621335e-07, + 4.759703244872071e-07, + 4.751807125558116e-07, + 4.744003092582716e-07, + 4.735923653242935e-07, + 4.727877751520282e-07, + 4.7198577135532105e-07, + 4.7119146984186955e-07, + 4.703888123458455e-07, + 4.696125301961729e-07, + 4.68834116418293e-07, + 4.680342158280837e-07, + 4.672207865041855e-07, + 4.6643660311929125e-07, + 4.656602072827809e-07, + 4.648742049084831e-07, + 4.6408578668888367e-07, + 4.633049854874116e-07, + 4.6252867491602956e-07, + 4.6175557599781314e-07, + 4.609996722138021e-07, + 4.6026616473682225e-07, + 4.5953785843266814e-07, + 4.5882302401878405e-07, + 4.581184214202949e-07, + 4.574305876303697e-07, + 4.567386326925771e-07, + 4.5601879605783324e-07, + 4.553065195977979e-07, + 4.546044749531575e-07, + 4.53903879815698e-07, + 4.532040804861026e-07, + 4.5250544644659385e-07, + 4.5181965901974763e-07, + 4.5113054625289806e-07, + 4.5046328978060046e-07, + 4.498056114243809e-07, + 4.491522815897042e-07, + 4.484704163587594e-07, + 4.4778244046028703e-07, + 4.4710657221003203e-07, + 4.4643277874456544e-07, + 4.4577279822988203e-07, + 4.45122879000337e-07, + 4.444814578619116e-07, + 4.438499559000775e-07, + 4.432221487604693e-07, + 4.426096040788252e-07, + 4.420077743816364e-07, + 4.414047225509421e-07, + 4.4077387428842485e-07, + 4.401376827445347e-07, + 4.394974553179054e-07, + 4.3885341938221245e-07, + 4.3821680151268083e-07, + 4.3756779177783756e-07, + 4.3691929363376403e-07, + 4.3627187551464885e-07, + 4.356441252184595e-07, + 4.3502436142262013e-07, + 4.3440439867481473e-07, + 4.337950656463363e-07, + 4.3318246412127337e-07, + 4.325913209868304e-07, + 4.320002346958063e-07, + 4.314112231895706e-07, + 4.3081635681119224e-07, + 4.302323475258163e-07, + 4.296497877476213e-07, + 4.2907606712105917e-07, + 4.2851434045587666e-07, + 4.279578718069388e-07, + 4.274107254786941e-07, + 4.2686374968070595e-07, + 4.263081621047604e-07, + 4.257585715095047e-07, + 4.251988059422729e-07, + 4.2463807403692044e-07, + 4.2407532419019844e-07, + 4.235047867950925e-07, + 4.229223975471541e-07, + 4.2231576458107156e-07, + 4.2171242853328295e-07, + 4.210997985865106e-07, + 4.2051459558933857e-07, + 4.199360716938827e-07, + 4.1935925310099265e-07, + 4.187699857993721e-07, + 4.181692077054322e-07, + 4.1756695168260194e-07, + 4.169776275375625e-07, + 4.163928792877414e-07, + 4.1580943843655405e-07, + 4.152211090513447e-07, + 4.1462777744527557e-07, + 4.140138400998694e-07, + 4.1341746737089125e-07, + 4.12823993656275e-07, + 4.122498751257808e-07, + 4.11674392353234e-07, + 4.1109254311777477e-07, + 4.1052530264096276e-07, + 4.099639170362934e-07, + 4.094029293355561e-07, + 4.088324203621596e-07, + 4.0826961367201875e-07, + 4.077145661085524e-07, + 4.0715366367294337e-07, + 4.0661586808710126e-07, + 4.0605411300020933e-07, + 4.054750490922743e-07, + 4.0489385355613194e-07, + 4.043079684379336e-07, + 4.037324288219679e-07, + 4.031528533232631e-07, + 4.0257265254695085e-07, + 4.020006940663734e-07, + 4.014561625353963e-07, + 4.009220333500707e-07, + 4.00410016254682e-07, + 3.999135742560611e-07, + 3.9942938201420475e-07, + 3.9894760561764997e-07, + 3.9847085986366437e-07, + 3.9799317619326757e-07, + 3.9750108271618956e-07, + 3.9701981791040453e-07, + 3.965329256061523e-07, + 3.960543324410537e-07, + 3.955726413096272e-07, + 3.9510723581770435e-07, + 3.946337301385938e-07, + 3.941563306852913e-07, + 3.9369626847474137e-07, + 3.9321528788605065e-07, + 3.9274573282455094e-07, + 3.9227981574185833e-07, + 3.91802956301035e-07, + 3.913219188689254e-07, + 3.908495500581921e-07, + 3.9038656041157083e-07, + 3.899172895671654e-07, + 3.8946765812397643e-07, + 3.8901615084796504e-07, + 3.885578792051092e-07, + 3.8808303770565544e-07, + 3.8761200471526536e-07, + 3.8713636740794755e-07, + 3.8664970247737074e-07, + 3.8616249753431475e-07, + 3.8567910110032244e-07, + 3.851970689083828e-07, + 3.8471571883746947e-07, + 3.8423996784331393e-07, + 3.837788824512245e-07, + 3.8333126894940506e-07, + 3.8288126802399347e-07, + 3.824467853519309e-07, + 3.8202031760192767e-07, + 3.8159552673278085e-07, + 3.81171986418849e-07, + 3.807521693488525e-07, + 3.803320964834711e-07, + 3.799131889081764e-07, + 3.7949325815134216e-07, + 3.790660798586032e-07, + 3.7864003843424143e-07, + 3.782011219755077e-07, + 3.7776095496155904e-07, + 3.7732405644419487e-07, + 3.7688394627366506e-07, + 3.7644767303390836e-07, + 3.760106892514159e-07, + 3.755862110210728e-07, + 3.7515857798098295e-07, + 3.7472605640687107e-07, + 3.7429612120831735e-07, + 3.738669818176277e-07, + 3.734434699254052e-07, + 3.730178548266849e-07, + 3.725941724042059e-07, + 3.721662267253123e-07, + 3.717414358561655e-07, + 3.713202545441163e-07, + 3.709002953655727e-07, + 3.7047999512651586e-07, + 3.700550621488219e-07, + 3.696213468629139e-07, + 3.691801850891352e-07, + 3.6874021702715254e-07, + 3.683050522340636e-07, + 3.678810287510714e-07, + 3.674597905956034e-07, + 3.670448336379195e-07, + 3.666376358069101e-07, + 3.6622739685299166e-07, + 3.658347225155012e-07, + 3.654428439858748e-07, + 3.6505889511317946e-07, + 3.646778168331366e-07, + 3.6429293004403007e-07, + 3.6390676427799917e-07, + 3.6351693211145175e-07, + 3.6313946338850656e-07, + 3.6274312265049957e-07, + 3.6234712297300575e-07, + 3.619539086230361e-07, + 3.6156498595119047e-07, + 3.6118524349149084e-07, + 3.6080703580410045e-07, + 3.60434370350049e-07, + 3.600665365866007e-07, + 3.597104694108566e-07, + 3.5934957054450933e-07, + 3.589857158203813e-07, + 3.586157220070163e-07, + 3.582360079690261e-07, + 3.5785242857855337e-07, + 3.5746691651183937e-07, + 3.5708259815692145e-07, + 3.5669802400661865e-07, + 3.5630552019938477e-07, + 3.5591961022873875e-07, + 3.5553242128116835e-07, + 3.551559473180532e-07, + 3.547717994933919e-07, + 3.5438270629128965e-07, + 3.539925614859385e-07, + 3.5360625361136044e-07, + 3.532377377268858e-07, + 3.528676302266831e-07, + 3.524964142798126e-07, + 3.521311953136319e-07, + 3.517766060667782e-07, + 3.514226136758225e-07, + 3.5106845075461024e-07, + 3.50723468045544e-07, + 3.5037390944125946e-07, + 3.5002298659492226e-07, + 3.4968448403560615e-07, + 3.4934541304210143e-07, + 3.4900477885457803e-07, + 3.486644573058584e-07, + 3.483228852019238e-07, + 3.4796659065250424e-07, + 3.476030201454705e-07, + 3.4723578323792026e-07, + 3.468529428118927e-07, + 3.464758435711701e-07, + 3.460972095581383e-07, + 3.457257662375923e-07, + 3.453592114510684e-07, + 3.450027463713923e-07, + 3.4464835607650457e-07, + 3.442974616518768e-07, + 3.4395631587358366e-07, + 3.43615596420932e-07, + 3.432694768434885e-07, + 3.4291682027287607e-07, + 3.425576267090946e-07, + 3.421921803692385e-07, + 3.418345215777663e-07, + 3.414757827613357e-07, + 3.41119346103369e-07, + 3.407575661640294e-07, + 3.4039490515169746e-07, + 3.400358821181726e-07, + 3.396831971258507e-07, + 3.3933193321900035e-07, + 3.3898220408445923e-07, + 3.3863298654068785e-07, + 3.3828655432444066e-07, + 3.3794111686802353e-07, + 3.3759712891878735e-07, + 3.372607579876785e-07, + 3.369244154782791e-07, + 3.3658409392955946e-07, + 3.362444260801567e-07, + 3.3590222869861464e-07, + 3.3555934919604624e-07, + 3.3522479725434096e-07, + 3.348869768160512e-07, + 3.34547280544939e-07, + 3.342067316225439e-07, + 3.338726628498989e-07, + 3.3353524031554116e-07, + 3.331985567456286e-07, + 3.328701723148697e-07, + 3.32533147684444e-07, + 3.321956967283768e-07, + 3.3185659731316264e-07, + 3.315200558517972e-07, + 3.3118504916274105e-07, + 3.3085140671573754e-07, + 3.3051415471163637e-07, + 3.3017266787283006e-07, + 3.2983049891299743e-07, + 3.29489466821542e-07, + 3.291539769634255e-07, + 3.288193113348825e-07, + 3.2848973319232755e-07, + 3.281605529537046e-07, + 3.2783583492346224e-07, + 3.275178812600643e-07, + 3.271922537351202e-07, + 3.2685662176845653e-07, + 3.26517891835465e-07, + 3.2617163014947437e-07, + 3.258231799918576e-07, + 3.2547154660278466e-07, + 3.2511042036276194e-07, + 3.2476035016770766e-07, + 3.244165611704375e-07, + 3.2407635330855555e-07, + 3.237465762140346e-07, + 3.234288499243121e-07, + 3.231032508210774e-07, + 3.2277830541715957e-07, + 3.2246205705632747e-07, + 3.2214961720455904e-07, + 3.218341930733004e-07, + 3.215169215309288e-07, + 3.211981436379574e-07, + 3.20879564696952e-07, + 3.2056095733423717e-07, + 3.202624156983802e-07, + 3.199700984168885e-07, + 3.196645081970928e-07, + 3.1935840638652735e-07, + 3.1904448860586854e-07, + 3.187339245869225e-07, + 3.184256058830215e-07, + 3.1810913014851394e-07, + 3.177908922680217e-07, + 3.1747086381983536e-07, + 3.171651314914925e-07, + 3.1685837598161015e-07, + 3.165602038279758e-07, + 3.162595874073304e-07, + 3.159672701258387e-07, + 3.156832804052101e-07, + 3.1539318001705396e-07, + 3.1510626286035404e-07, + 3.148197151858767e-07, + 3.145321727515693e-07, + 3.142444313652959e-07, + 3.139502666726912e-07, + 3.1365854624709755e-07, + 3.1335989092440286e-07, + 3.130709558263334e-07, + 3.1277963330467173e-07, + 3.1248433174368984e-07, + 3.1219127549775294e-07, + 3.1190373306344554e-07, + 3.1162412028606923e-07, + 3.113430864232214e-07, + 3.1106034725780773e-07, + 3.1077468065632274e-07, + 3.104847507984232e-07, + 3.102015284639492e-07, + 3.0991679977887543e-07, + 3.096238287980668e-07, + 3.0932463346289296e-07, + 3.0902819503353385e-07, + 3.0873439982315176e-07, + 3.0844523735140683e-07, + 3.081553074935073e-07, + 3.078648944665474e-07, + 3.075810752761754e-07, + 3.073040772960667e-07, + 3.070264540383505e-07, + 3.067451928018272e-07, + 3.0645784931948583e-07, + 3.061639120005566e-07, + 3.058707704894914e-07, + 3.055828585729614e-07, + 3.0529301398019015e-07, + 3.0499927561322693e-07, + 3.0470314982267155e-07, + 3.0441159992733446e-07, + 3.041172647044732e-07, + 3.038339286831615e-07, + 3.0355380431501544e-07, + 3.032719178008847e-07, + 3.0298534170469793e-07, + 3.026975718967151e-07, + 3.0241065474001516e-07, + 3.021216627985268e-07, + 3.0183014132489916e-07, + 3.0154726005093835e-07, + 3.0126150818432507e-07, + 3.0098308911874483e-07, + 3.007031637025648e-07, + 3.0043372589716455e-07, + 3.0016525442988495e-07, + 2.998991419644881e-07, + 2.9963129577481595e-07, + 2.993676275764301e-07, + 2.991012877373578e-07, + 2.9883867114222085e-07, + 2.985743776662275e-07, + 2.983155127367354e-07, + 2.9805579515596037e-07, + 2.977955659844156e-07, + 2.975369000068895e-07, + 2.9727766559517477e-07, + 2.9701897119593923e-07, + 2.967534555864404e-07, + 2.964902421354054e-07, + 2.962275402751402e-07, + 2.9596986905744416e-07, + 2.9571381787718565e-07, + 2.9546470159402816e-07, + 2.9521473265958775e-07, + 2.949675206309621e-07, + 2.947188590951555e-07, + 2.9447201654875244e-07, + 2.9422690772662463e-07, + 2.9397207867987163e-07, + 2.937096326149913e-07, + 2.93448181309941e-07, + 2.9318132988009893e-07, + 2.92912375243759e-07, + 2.926446143192152e-07, + 2.923841009305761e-07, + 2.921236728070653e-07, + 2.918683890129614e-07, + 2.9162106329749804e-07, + 2.913818946126412e-07, + 2.9114247013239947e-07, + 2.909062004619045e-07, + 2.9066777074149286e-07, + 2.90424111426546e-07, + 2.901807647504029e-07, + 2.899392370636633e-07, + 2.896981357025652e-07, + 2.8945169106009416e-07, + 2.892071790938644e-07, + 2.8896130288558197e-07, + 2.8872176471850253e-07, + 2.884849550355284e-07, + 2.88246013724347e-07, + 2.8801471785300237e-07, + 2.877840188375558e-07, + 2.8755317771356204e-07, + 2.8732063128700247e-07, + 2.8708456056847353e-07, + 2.868492288143898e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0046923463232815266, + 0.0034921627957373857, + 0.0028168093413114548, + 0.0023170120548456907, + 0.0019891445990651846, + 0.0017510963371023536, + 0.0015608408721163869, + 0.0014093394856899977, + 0.0012717886129394174, + 0.0011635537957772613, + 0.0010687182657420635, + 0.0009874876122921705, + 0.0009167316602542996, + 0.0008571650250814855, + 0.0008054759236983955, + 0.0007627104641869664, + 0.0007255405653268099, + 0.0006916821002960205, + 0.0006587246316485107, + 0.000627283938229084, + 0.0005980407586321235, + 0.000571970478631556, + 0.0005487250746227801, + 0.0005294949514791369, + 0.0005127581534907222, + 0.0004984863917343318, + 0.00048411200987175107, + 0.00047024164814502, + 0.00045747373951599, + 0.0004447117098607123, + 0.000432582019129768, + 0.00042140381992794573, + 0.00041122708353213966, + 0.00040192328742705286, + 0.00039370940066874027, + 0.0003858870768453926, + 0.0003788442409131676, + 0.00037211153539828956, + 0.00036558922147378325, + 0.0003594499721657485, + 0.0003537308075465262, + 0.00034861895255744457, + 0.0003437887644395232, + 0.0003394049417693168, + 0.00033518392592668533, + 0.0003312183835078031, + 0.00032719672890380025, + 0.0003231717855669558, + 0.00031900883186608553, + 0.00031465967185795307, + 0.0003101979964412749, + 0.0003058630973100662, + 0.0003015238035004586, + 0.000297253776807338, + 0.00029298316803760827, + 0.0002887347072828561, + 0.0002846532443072647, + 0.0002807079581543803, + 0.00027697000768966973, + 0.0002732900029513985, + 0.00026977123343385756, + 0.0002663327322807163, + 0.0002629933587741107, + 0.0002597326529212296, + 0.00025633437326177955, + 0.00025299942353740335, + 0.00024974835105240345, + 0.0002466182049829513, + 0.00024355870846193284, + 0.00024059857241809368, + 0.00023783395590726286, + 0.0002351907460251823, + 0.0002326487738173455, + 0.00023017315834295005, + 0.00022781104780733585, + 0.00022549110872205347, + 0.00022318845731206238, + 0.00022090664424467832, + 0.0002186372730648145, + 0.00021641560306306928, + 0.00021419889526441693, + 0.00021203512733336538, + 0.00020994273654650897, + 0.00020790846610907465, + 0.00020595248497556895, + 0.00020408783166203648, + 0.0002022593398578465, + 0.0002005140413530171, + 0.00019881328626070172, + 0.00019709400658030063, + 0.00019534041348379105, + 0.00019362352031748742, + 0.00019193373736925423, + 0.00019023804634343833, + 0.00018863378500100225, + 0.00018717590137384832, + 0.00018582522170618176, + 0.00018458733393345028, + 0.00018343934789299965, + 0.00018232656293548644, + 0.0001811759575502947, + 0.00018004335288424045, + 0.00017891109746415168, + 0.00017775430751498789, + 0.00017657456919550896, + 0.00017536354425828904, + 0.00017408232088200748, + 0.00017271400429308414, + 0.00017133151413872838, + 0.00016998114006128162, + 0.00016864131612237543, + 0.0001673852966632694, + 0.00016618608788121492, + 0.00016498069453518838, + 0.0001637771783862263, + 0.00016259295807685703, + 0.00016137518105097115, + 0.00016010183026082814, + 0.00015883198648225516, + 0.00015755246568005532, + 0.00015619536861777306, + 0.00015485657786484808, + 0.0001535689807496965, + 0.0001522599923191592, + 0.000150982232298702, + 0.00014975997328292578, + 0.0001485922548454255, + 0.00014743815700057894, + 0.00014631374506279826, + 0.000145214275107719, + 0.0001440714841010049, + 0.00014296418521553278, + 0.00014185710460878909, + 0.00014076021034270525, + 0.0001396558654960245, + 0.00013857717567589134, + 0.00013753454550169408, + 0.00013651757035404444, + 0.00013550149742513895, + 0.00013443994976114482, + 0.00013335941184777766, + 0.00013228582974988967, + 0.00013117064372636378, + 0.00013003555068280548, + 0.0001289731590077281, + 0.00012790564505849034, + 0.00012689187133219093, + 0.00012585159856826067, + 0.00012484233593568206, + 0.00012383112334646285, + 0.00012282530951779336, + 0.00012185247760498896, + 0.00012087521463399753, + 0.00011992974032182246, + 0.00011900113167939708, + 0.00011809371062554419, + 0.00011718774476321414, + 0.00011628057836787775, + 0.00011536780948517844, + 0.00011449546582298353, + 0.00011362368968548253, + 0.00011275232100160792, + 0.00011188630014657974, + 0.00011104130680905655, + 0.00011019373778253794, + 0.00010934033343801275, + 0.00010852689592866227, + 0.00010775081318570301, + 0.0001069772697519511, + 0.00010622408444760367, + 0.00010548852878855541, + 0.00010476215538801625, + 0.00010406581714050844, + 0.00010335064143873751, + 0.00010263799777021632, + 0.00010191230830969289, + 0.00010118004138348624, + 0.00010041173663921654, + 9.9670905910898e-05, + 9.898927237372845e-05, + 9.834609227254987e-05, + 9.776811202755198e-05, + 9.724118717713282e-05, + 9.677880007075146e-05, + 9.630381100578234e-05, + 9.579167090123519e-05, + 9.525725909043103e-05, + 9.468266944168136e-05, + 9.410842903889716e-05, + 9.353640780318528e-05, + 9.296122880186886e-05, + 9.240963117918e-05, + 9.18755613383837e-05, + 9.134845458902419e-05, + 9.082809992833063e-05, + 9.03110922081396e-05, + 8.97946156328544e-05, + 8.927098679123446e-05, + 8.875689673004672e-05, + 8.823005919111893e-05, + 8.772463479544967e-05, + 8.725825318833813e-05, + 8.679384336574003e-05, + 8.635581616545096e-05, + 8.591791993239895e-05, + 8.547689503757283e-05, + 8.504834113409743e-05, + 8.462692494504154e-05, + 8.41886067064479e-05, + 8.375024481210858e-05, + 8.332229481311515e-05, + 8.289345714729279e-05, + 8.249068196164444e-05, + 8.208295912481844e-05, + 8.168330532498658e-05, + 8.131009963108227e-05, + 8.09057237347588e-05, + 8.050766336964443e-05, + 8.012235048227012e-05, + 7.973254832904786e-05, + 7.933858432807028e-05, + 7.892675785114989e-05, + 7.848746463423595e-05, + 7.805968198226765e-05, + 7.762409222777933e-05, + 7.718401320744306e-05, + 7.672825449844822e-05, + 7.6270654972177e-05, + 7.583924161735922e-05, + 7.54313005018048e-05, + 7.500646461267024e-05, + 7.458164327545092e-05, + 7.416866719722748e-05, + 7.378043665084988e-05, + 7.339636067626998e-05, + 7.301494042621925e-05, + 7.263452425831929e-05, + 7.227632886497304e-05, + 7.1938760811463e-05, + 7.16085996828042e-05, + 7.126510899979621e-05, + 7.09184751030989e-05, + 7.057924085529521e-05, + 7.024182559689507e-05, + 6.989533721935004e-05, + 6.954240961931646e-05, + 6.919174484210089e-05, + 6.884709728183225e-05, + 6.850613135611638e-05, + 6.815943197580054e-05, + 6.780861440347508e-05, + 6.747109000571072e-05, + 6.71406087349169e-05, + 6.68173743179068e-05, + 6.650505383731797e-05, + 6.62032252876088e-05, + 6.591187411686406e-05, + 6.562907219631597e-05, + 6.535152351716533e-05, + 6.50751608191058e-05, + 6.479536386905238e-05, + 6.450227374443784e-05, + 6.420946738217026e-05, + 6.392481736838818e-05, + 6.362757267197594e-05, + 6.33331947028637e-05, + 6.30442300462164e-05, + 6.27624467597343e-05, + 6.249252328416333e-05, + 6.222308002179489e-05, + 6.195877358550206e-05, + 6.169571861391887e-05, + 6.144757935544476e-05, + 6.12018775427714e-05, + 6.09534363320563e-05, + 6.06999165029265e-05, + 6.045008558430709e-05, + 6.019736611051485e-05, + 5.9940273786196485e-05, + 5.9688441979233176e-05, + 5.943248106632382e-05, + 5.917782982578501e-05, + 5.8929432270815596e-05, + 5.86946371186059e-05, + 5.846701969858259e-05, + 5.8238962083123624e-05, + 5.8015593822347e-05, + 5.780196806881577e-05, + 5.759438863606192e-05, + 5.738503023167141e-05, + 5.718343163607642e-05, + 5.698590030078776e-05, + 5.678546949638985e-05, + 5.6599394156364724e-05, + 5.6421202316414565e-05, + 5.623704782919958e-05, + 5.6053562730085105e-05, + 5.587099803960882e-05, + 5.568491542362608e-05, + 5.549467823584564e-05, + 5.530528869712725e-05, + 5.5114724091254175e-05, + 5.4925374570302665e-05, + 5.474296631291509e-05, + 5.456798317027278e-05, + 5.4396219638874754e-05, + 5.423120819614269e-05, + 5.406873970059678e-05, + 5.390035948948935e-05, + 5.372857776819728e-05, + 5.3547759307548404e-05, + 5.3366591600934044e-05, + 5.318741386872716e-05, + 5.301041528582573e-05, + 5.283291102387011e-05, + 5.266056177788414e-05, + 5.249086461844854e-05, + 5.2316532674012706e-05, + 5.215304554440081e-05, + 5.199189035920426e-05, + 5.182627501199022e-05, + 5.165558468434028e-05, + 5.148315540282056e-05, + 5.130756471771747e-05, + 5.1141210860805586e-05, + 5.097454413771629e-05, + 5.0802795158233494e-05, + 5.062905984232202e-05, + 5.0455731980036944e-05, + 5.027783481637016e-05, + 5.010423046769574e-05, + 4.992865797248669e-05, + 4.9749072786653414e-05, + 4.957206328981556e-05, + 4.9402446165913716e-05, + 4.9238919018534943e-05, + 4.9082867917604744e-05, + 4.8933259677141905e-05, + 4.879357584286481e-05, + 4.865922892349772e-05, + 4.852723941439763e-05, + 4.83988769701682e-05, + 4.827090015169233e-05, + 4.813553096028045e-05, + 4.8002515541156754e-05, + 4.7867255489109084e-05, + 4.772760075866245e-05, + 4.758220529765822e-05, + 4.7435481974389404e-05, + 4.728286148747429e-05, + 4.7129760787356645e-05, + 4.6983393986010924e-05, + 4.683352744905278e-05, + 4.668645124183968e-05, + 4.654293297789991e-05, + 4.640423503587954e-05, + 4.626537338481285e-05, + 4.612580596585758e-05, + 4.5988024794496596e-05, + 4.585004353430122e-05, + 4.571619865600951e-05, + 4.5582244638353586e-05, + 4.54495930171106e-05, + 4.531868398771621e-05, + 4.519549838732928e-05, + 4.507985431700945e-05, + 4.496403198572807e-05, + 4.484535020310432e-05, + 4.472805085242726e-05, + 4.4609270844375715e-05, + 4.449469633982517e-05, + 4.438143878360279e-05, + 4.42692544311285e-05, + 4.415758667164482e-05, + 4.404918945510872e-05, + 4.394406278152019e-05, + 4.383968553156592e-05, + 4.373474803287536e-05, + 4.363212428870611e-05, + 4.352609539637342e-05, + 4.342048487160355e-05, + 4.331424497650005e-05, + 4.320867083151825e-05, + 4.310258736950345e-05, + 4.29997562605422e-05, + 4.289327625883743e-05, + 4.278558844816871e-05, + 4.268262273399159e-05, + 4.258277112967335e-05, + 4.2479998228373006e-05, + 4.237169923726469e-05, + 4.2261654016328976e-05, + 4.214938962832093e-05, + 4.2037881939904764e-05, + 4.1924373363144696e-05, + 4.181225813226774e-05, + 4.170145621174015e-05, + 4.159675881965086e-05, + 4.149255619267933e-05, + 4.1394116124138236e-05, + 4.129628723603673e-05, + 4.119938239455223e-05, + 4.1099781810771674e-05, + 4.0996681491378695e-05, + 4.08952146244701e-05, + 4.079055361216888e-05, + 4.068661291967146e-05, + 4.058430204167962e-05, + 4.047842958243564e-05, + 4.0374896343564615e-05, + 4.0271272155223414e-05, + 4.0172148146666586e-05, + 4.0075556171359494e-05, + 3.99784512410406e-05, + 3.9883852878119797e-05, + 3.9791750168660656e-05, + 3.970363468397409e-05, + 3.961475886171684e-05, + 3.9524646126665175e-05, + 3.943191404687241e-05, + 3.934066990041174e-05, + 3.9253402064787224e-05, + 3.916702189599164e-05, + 3.907811696990393e-05, + 3.89892011298798e-05, + 3.8904472603462636e-05, + 3.882010423694737e-05, + 3.873878449667245e-05, + 3.865925827994943e-05, + 3.8573049096157774e-05, + 3.84881095669698e-05, + 3.840494173346087e-05, + 3.832672882708721e-05, + 3.8244925235630944e-05, + 3.816488970187493e-05, + 3.808575274888426e-05, + 3.800804915954359e-05, + 3.7934787542326376e-05, + 3.785961962421425e-05, + 3.778409518417902e-05, + 3.770920739043504e-05, + 3.763625500141643e-05, + 3.756142541533336e-05, + 3.748488234123215e-05, + 3.741071486729197e-05, + 3.7334018998080865e-05, + 3.725880378624424e-05, + 3.7184760003583506e-05, + 3.710966484504752e-05, + 3.703574839164503e-05, + 3.696220665005967e-05, + 3.689169534482062e-05, + 3.682124224724248e-05, + 3.6750021536136046e-05, + 3.667631608550437e-05, + 3.6602064938051626e-05, + 3.652822852018289e-05, + 3.6455949157243595e-05, + 3.638266207417473e-05, + 3.6308767448645085e-05, + 3.623380325734615e-05, + 3.6160210584057495e-05, + 3.608752740547061e-05, + 3.6016044759890065e-05, + 3.594612280721776e-05, + 3.5874767490895465e-05, + 3.580329575925134e-05, + 3.573507638066076e-05, + 3.5666766052599996e-05, + 3.5597044188762084e-05, + 3.55294905602932e-05, + 3.546067819115706e-05, + 3.539122917572968e-05, + 3.532325354171917e-05, + 3.5254997783340514e-05, + 3.5185108572477475e-05, + 3.5117507650284097e-05, + 3.505232962197624e-05, + 3.498748628771864e-05, + 3.492256655590609e-05, + 3.485662455204874e-05, + 3.479014412732795e-05, + 3.4724151191767305e-05, + 3.465713598416187e-05, + 3.4591379517223686e-05, + 3.4526357922004536e-05, + 3.4458986192476004e-05, + 3.439163265284151e-05, + 3.432599987718277e-05, + 3.426104740356095e-05, + 3.419528729864396e-05, + 3.412884325371124e-05, + 3.4061748010572046e-05, + 3.39953949151095e-05, + 3.3931719372048974e-05, + 3.386941534699872e-05, + 3.3806652936618775e-05, + 3.3744494430720806e-05, + 3.368333636899479e-05, + 3.362343704793602e-05, + 3.3564567274879664e-05, + 3.350661427248269e-05, + 3.344656215631403e-05, + 3.338597161928192e-05, + 3.3325304684694856e-05, + 3.326536534586921e-05, + 3.320522591820918e-05, + 3.3145501220133156e-05, + 3.3085660106735304e-05, + 3.302472032373771e-05, + 3.296142676845193e-05, + 3.289982851129025e-05, + 3.283868500147946e-05, + 3.277820360381156e-05, + 3.271668902016245e-05, + 3.265397026552819e-05, + 3.259096047258936e-05, + 3.252876558690332e-05, + 3.2468276913277805e-05, + 3.240752994315699e-05, + 3.2347128581022844e-05, + 3.2285908673657104e-05, + 3.2225889299297705e-05, + 3.2166673918254673e-05, + 3.210581780876964e-05, + 3.2045572879724205e-05, + 3.1987616239348426e-05, + 3.1929801480146125e-05, + 3.187210313626565e-05, + 3.181503780069761e-05, + 3.175744859618135e-05, + 3.1700259569333866e-05, + 3.164511508657597e-05, + 3.158983599860221e-05, + 3.1534793379250914e-05, + 3.14787685056217e-05, + 3.142230343655683e-05, + 3.1366122129838914e-05, + 3.1311581551562995e-05, + 3.125813600490801e-05, + 3.120493784081191e-05, + 3.115106301265769e-05, + 3.109916360699572e-05, + 3.104712595813908e-05, + 3.0996805435279384e-05, + 3.094726343988441e-05, + 3.089784149779007e-05, + 3.084870331804268e-05, + 3.0799823434790596e-05, + 3.075284621445462e-05, + 3.070402817684226e-05, + 3.0654846341349185e-05, + 3.060410017496906e-05, + 3.0553197575500235e-05, + 3.0502887966576964e-05, + 3.0450799386017025e-05, + 3.0398930903174914e-05, + 3.0347222491400316e-05, + 3.0296010663732886e-05, + 3.0244260415202007e-05, + 3.0194210921763442e-05, + 3.0144021366140805e-05, + 3.009245847351849e-05, + 3.004002064699307e-05, + 2.9989469112479128e-05, + 2.9939415981061757e-05, + 2.988874439324718e-05, + 2.9837916372343898e-05, + 2.978757765959017e-05, + 2.973752998514101e-05, + 2.9687695132452063e-05, + 2.9638971682288684e-05, + 2.9591688871732913e-05, + 2.9544742574216798e-05, + 2.9498663934646174e-05, + 2.945324195025023e-05, + 2.9408900445559993e-05, + 2.936429336841684e-05, + 2.9317887310753576e-05, + 2.927197601820808e-05, + 2.922672501881607e-05, + 2.9181564968894236e-05, + 2.9136457669665106e-05, + 2.909142494900152e-05, + 2.9047216230537742e-05, + 2.9002796509303153e-05, + 2.8959782866877504e-05, + 2.8917394956806675e-05, + 2.887528717110399e-05, + 2.8831336749135517e-05, + 2.878699524444528e-05, + 2.874343226721976e-05, + 2.87000020762207e-05, + 2.8657461371039972e-05, + 2.861557004507631e-05, + 2.8574224415933713e-05, + 2.8533524528029375e-05, + 2.84930629277369e-05, + 2.8453585400711745e-05, + 2.8414797270670533e-05, + 2.8375929105095565e-05, + 2.83352674159687e-05, + 2.8294261937844567e-05, + 2.825299816322513e-05, + 2.821149246301502e-05, + 2.8170466976007447e-05, + 2.8128641133662313e-05, + 2.808684621413704e-05, + 2.80451204162091e-05, + 2.8004662453895435e-05, + 2.796471926558297e-05, + 2.792476152535528e-05, + 2.7885489544132724e-05, + 2.7846013836096972e-05, + 2.7807920560007915e-05, + 2.776982910290826e-05, + 2.773187225102447e-05, + 2.769353704934474e-05, + 2.7655900339595973e-05, + 2.7618356398306787e-05, + 2.758138180070091e-05, + 2.7545187549549155e-05, + 2.7509327992447652e-05, + 2.7474070520838723e-05, + 2.743882214417681e-05, + 2.7403018975746818e-05, + 2.7367605071049184e-05, + 2.7331532692187466e-05, + 2.7295396648696624e-05, + 2.7259129637968726e-05, + 2.7222369681112468e-05, + 2.7184843929717317e-05, + 2.7145757485413924e-05, + 2.7106880224891938e-05, + 2.7067402697866783e-05, + 2.7029693228541873e-05, + 2.69924130407162e-05, + 2.6955240173265338e-05, + 2.6917266950476915e-05, + 2.687855885596946e-05, + 2.6839754355023615e-05, + 2.6801782951224595e-05, + 2.6764104404719546e-05, + 2.6726511350716464e-05, + 2.668860361154657e-05, + 2.6650370273273438e-05, + 2.6610810891725123e-05, + 2.657238655956462e-05, + 2.6534151402302086e-05, + 2.6497160433791578e-05, + 2.6460080334800296e-05, + 2.642259278218262e-05, + 2.6386043828097172e-05, + 2.634987140481826e-05, + 2.6313728085369803e-05, + 2.627696630952414e-05, + 2.6240708393743262e-05, + 2.6204948881058954e-05, + 2.6168812837568112e-05, + 2.6134162908419967e-05, + 2.6097970476257615e-05, + 2.6060661184601486e-05, + 2.602321546874009e-05, + 2.5985465981648304e-05, + 2.594838952063583e-05, + 2.5911052944138646e-05, + 2.5873674530885182e-05, + 2.583682544354815e-05, + 2.5801744413911365e-05, + 2.5767332772375084e-05, + 2.5734343580552377e-05, + 2.570236028986983e-05, + 2.567116462159902e-05, + 2.564012902439572e-05, + 2.560941720730625e-05, + 2.5578645363566466e-05, + 2.554694401624147e-05, + 2.551593934185803e-05, + 2.548457086959388e-05, + 2.5453737180214375e-05, + 2.5422705220989883e-05, + 2.5392728275619447e-05, + 2.536222746130079e-05, + 2.5331475626444444e-05, + 2.530183883209247e-05, + 2.5270855985581875e-05, + 2.5240604372811504e-05, + 2.52105928666424e-05, + 2.517987013561651e-05, + 2.51488800131483e-05, + 2.5118455596384592e-05, + 2.5088631446124054e-05, + 2.505840348021593e-05, + 2.502943971194327e-05, + 2.5000357709359378e-05, + 2.4970833692350425e-05, + 2.4940245566540398e-05, + 2.4909899366321042e-05, + 2.487926758476533e-05, + 2.4847920940374024e-05, + 2.4816543373162858e-05, + 2.4785404093563557e-05, + 2.4754355763434432e-05, + 2.4723352908040397e-05, + 2.4692706574569456e-05, + 2.4663007934577763e-05, + 2.4634173314552754e-05, + 2.4605189537396654e-05, + 2.45772043854231e-05, + 2.4549735826440156e-05, + 2.4522376406821422e-05, + 2.4495097022736445e-05, + 2.4468055926263332e-05, + 2.444100027787499e-05, + 2.441401557007339e-05, + 2.4386972654610872e-05, + 2.435946043988224e-05, + 2.4332022803719155e-05, + 2.4303752070409246e-05, + 2.4275403120554984e-05, + 2.424726335448213e-05, + 2.4218912585638463e-05, + 2.4190811018343084e-05, + 2.416266579530202e-05, + 2.4135326384566724e-05, + 2.4107785066007636e-05, + 2.4079929062281735e-05, + 2.405224040558096e-05, + 2.4024602680583484e-05, + 2.399732511548791e-05, + 2.3969912945176475e-05, + 2.394262446614448e-05, + 2.3915063138701953e-05, + 2.388770917605143e-05, + 2.386058258707635e-05, + 2.383353785262443e-05, + 2.3806469471310265e-05, + 2.3779100956744514e-05, + 2.375116673647426e-05, + 2.372275230300147e-05, + 2.3694416086073034e-05, + 2.3666392735322006e-05, + 2.3639084247406572e-05, + 2.3611957658431493e-05, + 2.3585234885104e-05, + 2.3559012333862484e-05, + 2.3532595150754787e-05, + 2.3507303922087885e-05, + 2.3482065444113687e-05, + 2.3457343559130095e-05, + 2.3432801754097454e-05, + 2.3408018023474142e-05, + 2.3383150619338267e-05, + 2.3358048565569334e-05, + 2.3333737772190943e-05, + 2.330821553186979e-05, + 2.328271330043208e-05, + 2.325738751096651e-05, + 2.323234366485849e-05, + 2.3207890990306623e-05, + 2.3183536541182548e-05, + 2.315954043297097e-05, + 2.31358553719474e-05, + 2.31129251915263e-05, + 2.3089682144927792e-05, + 2.306625356141012e-05, + 2.304242480022367e-05, + 2.3017977582640015e-05, + 2.2993277525529265e-05, + 2.296845195814967e-05, + 2.2943706426303834e-05, + 2.2918944523553364e-05, + 2.289366784680169e-05, + 2.286881863255985e-05, + 2.2843885744805448e-05, + 2.28196477110032e-05, + 2.279491127410438e-05, + 2.2769858333049342e-05, + 2.274473627039697e-05, + 2.2719863409292884e-05, + 2.269613469252363e-05, + 2.2672300474368967e-05, + 2.264839713461697e-05, + 2.2624879420618527e-05, + 2.260204746562522e-05, + 2.257925552839879e-05, + 2.255645267723594e-05, + 2.253424099762924e-05, + 2.2511732822749764e-05, + 2.2489135517389514e-05, + 2.2467338567366824e-05, + 2.2445505237556063e-05, + 2.2423575501306914e-05, + 2.2401662135962397e-05, + 2.2379670554073527e-05, + 2.235673127870541e-05, + 2.2333324523060583e-05, + 2.230967947980389e-05, + 2.228503035439644e-05, + 2.2260748664848506e-05, + 2.2236366930883378e-05, + 2.2212456315173768e-05, + 2.218885492766276e-05, + 2.2165906557347625e-05, + 2.214309097325895e-05, + 2.2120497305877507e-05, + 2.209853300882969e-05, + 2.2076594177633524e-05, + 2.205430791946128e-05, + 2.2031606931705028e-05, + 2.2008483938407153e-05, + 2.198495712946169e-05, + 2.19619287236128e-05, + 2.1938834834145382e-05, + 2.1915884644840844e-05, + 2.189259248552844e-05, + 2.1869240299565718e-05, + 2.1846128220204264e-05, + 2.1823425413458608e-05, + 2.1800811737193726e-05, + 2.1778296286356635e-05, + 2.1755815396318212e-05, + 2.173351458623074e-05, + 2.171127562178299e-05, + 2.1689129425794818e-05, + 2.1667470718966797e-05, + 2.164581928809639e-05, + 2.1623911379720084e-05, + 2.160204530810006e-05, + 2.1580013708444312e-05, + 2.1557940272032283e-05, + 2.1536405256483704e-05, + 2.1514655600185506e-05, + 2.1492785890586674e-05, + 2.1470861611305736e-05, + 2.1449355699587613e-05, + 2.1427635147119872e-05, + 2.1405961888376623e-05, + 2.138481977453921e-05, + 2.136312468792312e-05, + 2.134140049747657e-05, + 2.1319568986655213e-05, + 2.1297904822858982e-05, + 2.1276338884490542e-05, + 2.1254862076602876e-05, + 2.1233152438071556e-05, + 2.12111681321403e-05, + 2.118914017046336e-05, + 2.116718860634137e-05, + 2.114559174515307e-05, + 2.112404581566807e-05, + 2.110282912326511e-05, + 2.1081639715703204e-05, + 2.106073770846706e-05, + 2.1040272258687764e-05, + 2.1019310224801302e-05, + 2.0997704268665984e-05, + 2.0975901861675084e-05, + 2.0953611965524033e-05, + 2.0931180188199505e-05, + 2.090855014102999e-05, + 2.0885303456452675e-05, + 2.0862771634710953e-05, + 2.0840641809627414e-05, + 2.0818742996198125e-05, + 2.0797519027837552e-05, + 2.077706449199468e-05, + 2.0756107915076427e-05, + 2.073518953693565e-05, + 2.071483504550997e-05, + 2.069472429866437e-05, + 2.0674422557931393e-05, + 2.0654000763897784e-05, + 2.0633480744436383e-05, + 2.061297527689021e-05, + 2.059246617136523e-05, + 2.057324854831677e-05, + 2.0554434740915895e-05, + 2.0534766008495353e-05, + 2.0515064534265548e-05, + 2.0494861018960364e-05, + 2.0474870325415395e-05, + 2.0455026970012113e-05, + 2.04346542886924e-05, + 2.0414172468008474e-05, + 2.0393572413013317e-05, + 2.0373894585645758e-05, + 2.035415127465967e-05, + 2.0334960936452262e-05, + 2.031561416515615e-05, + 2.0296800357755274e-05, + 2.027852133323904e-05, + 2.0259849407011643e-05, + 2.0241381207597442e-05, + 2.0222936655045487e-05, + 2.020443025685381e-05, + 2.0185912944725715e-05, + 2.0166979084024206e-05, + 2.0148203475400805e-05, + 2.0128982214373536e-05, + 2.0110384866711684e-05, + 2.0091636542929336e-05, + 2.0072629922651686e-05, + 2.005376882152632e-05, + 2.003526060434524e-05, + 2.0017267161165364e-05, + 1.9999180949525908e-05, + 1.998098559852224e-05, + 1.9962597434641793e-05, + 1.9943936422350816e-05, + 1.9925710148527287e-05, + 1.9907385649275966e-05, + 1.988853000511881e-05, + 1.9869274183292873e-05, + 1.9850196622428484e-05, + 1.9831288227578625e-05, + 1.9812678146990947e-05, + 1.979401713469997e-05, + 1.9775325199589133e-05, + 1.975706072698813e-05, + 1.973923463083338e-05, + 1.9721368516911753e-05, + 1.970326957234647e-05, + 1.968477590708062e-05, + 1.9665860236273147e-05, + 1.9646995497168973e-05, + 1.9628463633125648e-05, + 1.9609809896792285e-05, + 1.9590905139921233e-05, + 1.9571849406929687e-05, + 1.9553088350221515e-05, + 1.9534143575583585e-05, + 1.9515908206813037e-05, + 1.9497880202834494e-05, + 1.947973942151293e-05, + 1.946129668795038e-05, + 1.9442775737843476e-05, + 1.9424312995397486e-05, + 1.9405715647735633e-05, + 1.9386956410016865e-05, + 1.9368750145076774e-05, + 1.935036198119633e-05, + 1.9332446754560806e-05, + 1.9314431483508088e-05, + 1.929709287651349e-05, + 1.9279814296169207e-05, + 1.9262690329924226e-05, + 1.924545540532563e-05, + 1.9228489691158757e-05, + 1.921134753501974e-05, + 1.9194447304471396e-05, + 1.9177441572537646e-05, + 1.9160783267579973e-05, + 1.9144070392940193e-05, + 1.912732477649115e-05, + 1.9110681023448706e-05, + 1.9093999071628787e-05, + 1.907735349959694e-05, + 1.9060269551118836e-05, + 1.904333294078242e-05, + 1.9026427253265865e-05, + 1.9009847164852545e-05, + 1.8993368939845823e-05, + 1.8977338186232373e-05, + 1.8961256500915624e-05, + 1.8945349438581616e-05, + 1.8929347788798623e-05, + 1.8913462554337457e-05, + 1.889769009721931e-05, + 1.888129008875694e-05, + 1.886440259113442e-05, + 1.884758057713043e-05, + 1.8830407498171553e-05, + 1.8813101632986218e-05, + 1.879587216535583e-05, + 1.8779110178002156e-05, + 1.8762350009637885e-05, + 1.8745922716334462e-05, + 1.8730006559053436e-05, + 1.8714617908699438e-05, + 1.8699212887440808e-05, + 1.8684011592995375e-05, + 1.8668666598387063e-05, + 1.86529887287179e-05, + 1.8637330867932178e-05, + 1.862178760347888e-05, + 1.8606273442856036e-05, + 1.8590415493235923e-05, + 1.857468123489525e-05, + 1.8558861484052613e-05, + 1.8543451005825773e-05, + 1.852821333159227e-05, + 1.8512837414164096e-05, + 1.8497954442864284e-05, + 1.848311148933135e-05, + 1.8468257621861994e-05, + 1.8453292796039023e-05, + 1.8438104234519415e-05, + 1.84229629667243e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9780034422874451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9226834774017334, + 0.961851954460144, + 0.9233897924423218, + 1.0, + 1.0, + 0.9925445914268494, + 1.0, + 1.0, + 0.990831196308136, + 0.9737313985824585, + 0.9773144721984863, + 0.9331870079040527, + 1.0, + 0.943978488445282, + 0.9989339709281921, + 1.0, + 0.981357753276825, + 0.9688171744346619, + 0.9293378591537476, + 0.9757165312767029, + 0.934720516204834, + 0.989524245262146, + 0.9642699360847473, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956697821617126, + 1.0, + 0.9819986820220947, + 1.0, + 0.9875738024711609, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957782030105591, + 1.0, + 0.9977578520774841, + 0.961797833442688, + 0.9830605983734131, + 0.9878194332122803, + 0.9996992945671082, + 0.978640079498291, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9909934997558594, + 0.9957398176193237, + 0.9854536056518555, + 0.9748190641403198, + 1.0, + 0.9748148322105408, + 0.9945288896560669, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9661157131195068, + 0.9264329075813293, + 0.9427515268325806, + 0.9311133623123169, + 0.9407432675361633, + 0.982482373714447, + 1.0, + 0.9992762207984924, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968194961547852, + 1.0, + 0.9550472497940063, + 0.9716488122940063, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9824786186218262, + 1.0, + 0.9972774982452393, + 0.976690411567688, + 0.9746291637420654, + 1.0, + 0.9932194948196411, + 0.9964765906333923, + 1.0, + 0.9881125688552856, + 1.0, + 1.0, + 1.0, + 0.9970065951347351, + 0.9853883385658264, + 0.9939061403274536, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9574089050292969, + 1.0, + 0.9698466658592224, + 1.0, + 0.990920901298523, + 1.0, + 1.0, + 0.9877241849899292, + 1.0, + 0.987736701965332, + 1.0, + 0.9970210790634155, + 1.0, + 1.0, + 1.0, + 0.9752832055091858, + 1.0, + 1.0, + 1.0, + 0.9955682754516602, + 1.0, + 1.0, + 0.972555935382843, + 0.972623884677887, + 1.0, + 0.9927525520324707, + 0.9947037696838379, + 1.0, + 0.9758157134056091, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9845017194747925, + 0.9377690553665161, + 0.9603934288024902, + 0.9132869243621826, + 0.9249401688575745, + 0.8887811303138733, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9743961691856384, + 0.98320472240448, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968734383583069, + 1.0, + 0.9742591381072998, + 0.936203122138977, + 1.0, + 0.9565039277076721, + 1.0, + 1.0, + 0.9845539331436157, + 0.996077835559845, + 1.0, + 1.0, + 0.9894695281982422, + 1.0, + 0.9520565271377563, + 1.0, + 0.9927526712417603, + 0.9452480673789978, + 1.0, + 0.9971316456794739, + 0.9802563190460205, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882444739341736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9577908515930176, + 0.9602553844451904, + 1.0, + 1.0, + 0.9870129823684692, + 0.9538461565971375, + 1.0, + 1.0, + 1.0, + 0.9549371600151062, + 0.9545505046844482, + 0.9900898933410645, + 1.0, + 1.0, + 0.9913461804389954, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9962442517280579, + 1.0, + 1.0, + 1.0, + 0.9754887819290161, + 0.9923276305198669, + 0.9910119771957397, + 0.9787399768829346, + 0.9788761138916016, + 0.9768932461738586, + 0.9819735884666443, + 0.9925721287727356, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844279289245605, + 1.0, + 1.0, + 0.9939764738082886, + 0.9871341586112976, + 0.9693048596382141, + 1.0, + 0.9922809600830078, + 1.0, + 0.9542161226272583, + 1.0, + 1.0, + 1.0, + 0.996451199054718, + 1.0, + 1.0, + 0.9908550381660461, + 1.0, + 1.0, + 0.9867177605628967, + 0.9557322263717651, + 0.9796767234802246, + 1.0, + 0.9896121025085449, + 0.9660053253173828, + 0.9810587167739868, + 1.0, + 0.9720697999000549, + 0.9888147711753845, + 1.0, + 0.9366575479507446, + 0.9655919671058655, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9719791412353516, + 0.9674287438392639, + 0.9897531867027283, + 0.9687302112579346, + 0.9922574162483215, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979032278060913, + 0.9965616464614868, + 1.0, + 0.9794527292251587, + 0.9930393695831299, + 1.0, + 0.9457910060882568, + 0.9937419891357422, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9557937383651733, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985086977481842, + 1.0, + 1.0, + 0.9952954053878784, + 0.9673129916191101, + 0.9729169607162476, + 0.9625436067581177, + 0.9666578769683838, + 0.9408966302871704, + 0.9687864780426025, + 0.9897620677947998, + 0.9792110323905945, + 1.0, + 1.0, + 0.9897326827049255, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9641873836517334, + 1.0, + 0.9897460341453552, + 0.9839664697647095, + 0.9742625951766968, + 1.0, + 1.0, + 0.9951362013816833, + 1.0, + 0.9777109622955322, + 1.0, + 0.997968316078186, + 0.994486391544342, + 0.9479699730873108, + 0.9455641508102417, + 1.0, + 1.0, + 0.9951509237289429, + 1.0, + 0.9711451530456543, + 0.9950788617134094, + 0.9970141649246216, + 1.0, + 0.9772090315818787, + 0.975912868976593, + 0.9988247156143188, + 1.0, + 0.983811616897583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9754317998886108, + 1.0, + 1.0, + 0.9622355699539185, + 0.9756911396980286, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.994779109954834, + 0.9953168630599976, + 0.9513263702392578, + 1.0, + 0.9507150053977966, + 1.0, + 0.9965091943740845, + 1.0, + 1.0, + 0.9906628131866455, + 1.0, + 0.9998378157615662, + 0.990920901298523, + 1.0, + 0.9846153855323792, + 1.0, + 0.9629746675491333, + 0.9806933999061584, + 1.0, + 0.9802915453910828, + 0.9796417355537415, + 0.9622316956520081, + 1.0, + 1.0, + 1.0, + 0.9899623394012451, + 0.9620616436004639, + 0.9954330325126648, + 1.0, + 1.0, + 0.9587392210960388, + 1.0, + 0.9691112637519836, + 0.983061671257019, + 1.0, + 0.990906834602356, + 0.9846483469009399, + 0.945475161075592, + 1.0, + 0.9839670062065125, + 0.9940344095230103, + 0.9870118498802185, + 0.9475451111793518, + 1.0, + 1.0, + 0.996504545211792, + 0.9790454506874084, + 1.0, + 1.0, + 0.9739392995834351, + 1.0, + 0.985765814781189, + 0.9894821047782898, + 1.0, + 0.9893072247505188, + 1.0, + 0.9637338519096375, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999568521976471, + 0.983941912651062, + 1.0, + 1.0, + 1.0, + 0.9869253039360046, + 0.9927432537078857, + 0.9885252714157104, + 0.9830610752105713, + 1.0, + 1.0, + 0.959169864654541, + 1.0, + 1.0, + 0.9736526608467102, + 1.0, + 1.0, + 0.9835830330848694, + 1.0, + 1.0, + 0.9723280668258667, + 0.9687287211418152, + 0.9996481537818909, + 1.0, + 1.0, + 1.0, + 0.9975460767745972, + 1.0, + 0.9860348701477051, + 0.9937616586685181, + 1.0, + 1.0, + 0.9793237447738647, + 0.9944526553153992, + 1.0, + 1.0, + 1.0, + 0.9942030906677246, + 0.9643770456314087, + 0.9831041693687439, + 1.0, + 0.9950886368751526, + 0.9884557127952576, + 0.9839200973510742, + 0.9871838688850403, + 0.9886729717254639, + 1.0, + 1.0, + 1.0, + 0.9926103949546814, + 1.0, + 0.9976763129234314, + 1.0, + 1.0, + 1.0, + 0.9781751036643982, + 0.997468113899231, + 0.9938130378723145, + 1.0, + 1.0, + 1.0, + 0.9920724630355835, + 0.9773211479187012, + 1.0, + 0.9990742802619934, + 1.0, + 0.9850645065307617, + 0.9914568662643433, + 1.0, + 0.9948129057884216, + 0.966598629951477, + 1.0, + 1.0, + 0.9935439229011536, + 1.0, + 0.9976063966751099, + 0.968730628490448, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996168613433838, + 0.9751628637313843, + 0.9843565821647644, + 0.9996007084846497, + 1.0, + 0.9674835801124573, + 1.0, + 0.9709747433662415, + 0.9887901544570923, + 1.0, + 0.9982393383979797, + 0.9987401366233826, + 0.9647632241249084, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9924823641777039, + 1.0, + 1.0, + 1.0, + 0.9947162866592407, + 1.0, + 0.971328854560852, + 1.0, + 1.0, + 1.0, + 0.9682971835136414, + 0.9943785667419434, + 1.0, + 1.0, + 0.9946303963661194, + 0.9985754489898682, + 1.0, + 0.9819082617759705, + 0.9743883609771729, + 0.9969399571418762, + 0.9854399561882019, + 0.9895375967025757, + 0.9799838066101074, + 1.0, + 1.0, + 0.9935181140899658, + 0.9894671440124512, + 1.0, + 1.0, + 1.0, + 0.9854832291603088, + 1.0, + 0.9720612168312073, + 0.9892218708992004, + 0.9970284700393677, + 1.0, + 1.0, + 0.9861902594566345, + 1.0, + 0.9831620454788208, + 0.9884217381477356, + 0.9904823303222656, + 0.9881734251976013, + 0.9976729154586792, + 0.9790069460868835, + 0.9858747720718384, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992155909538269, + 1.0, + 1.0, + 1.0, + 0.9732100963592529, + 0.9908242225646973, + 1.0, + 0.9862837791442871, + 1.0, + 0.9683218598365784, + 1.0, + 0.9999169707298279, + 1.0, + 0.9850977659225464, + 1.0, + 0.9881249666213989, + 0.982267439365387, + 0.9938398003578186, + 0.9863981604576111, + 1.0, + 1.0, + 0.9923129677772522, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981656670570374, + 1.0, + 0.9586777091026306, + 0.9920846819877625, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9821187853813171, + 0.9958101511001587, + 1.0, + 1.0, + 1.0, + 1.0, + 0.975007176399231, + 0.998821496963501, + 0.9708701968193054, + 1.0, + 1.0, + 0.9783433675765991, + 0.9931538105010986, + 1.0, + 1.0, + 0.9898959398269653, + 0.9897172451019287, + 1.0, + 0.9620310068130493, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859703779220581, + 1.0, + 1.0, + 0.9894558191299438, + 0.9554427862167358, + 0.984205424785614, + 0.961743175983429, + 0.9725583791732788, + 0.9783703684806824, + 0.9979221820831299, + 0.992504358291626, + 1.0, + 1.0, + 0.9810878038406372, + 1.0, + 0.9859544038772583, + 1.0, + 0.969002366065979, + 1.0, + 1.0, + 0.9665497541427612, + 1.0, + 0.9793092608451843, + 0.9949852228164673, + 1.0, + 1.0, + 0.984807550907135, + 0.9832808971405029, + 1.0, + 0.9609633684158325, + 1.0, + 1.0, + 1.0, + 0.9950261116027832, + 1.0, + 1.0, + 1.0, + 0.995439350605011, + 1.0, + 1.0, + 0.9915403127670288, + 0.9720983505249023, + 0.973669707775116, + 1.0, + 0.9683446884155273, + 0.9841956496238708, + 0.9987322688102722, + 0.9996615648269653, + 0.9939895868301392, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954577684402466, + 1.0, + 0.9941362738609314, + 1.0, + 0.974208414554596, + 1.0, + 1.0, + 0.9968993067741394, + 1.0, + 0.9896422624588013, + 1.0, + 0.9982426166534424, + 1.0, + 0.9954178929328918, + 0.9943650960922241, + 0.9997605085372925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921129941940308, + 0.9772865176200867, + 0.9961264133453369, + 0.9879452586174011, + 0.9840194582939148, + 1.0, + 0.9598479866981506, + 1.0, + 0.9822709560394287, + 0.9950470924377441, + 1.0, + 1.0, + 1.0, + 0.9708625674247742, + 1.0, + 1.0, + 0.9956035017967224, + 0.9916499257087708, + 0.9790300130844116, + 0.9985114932060242, + 0.9877422451972961, + 0.9894348382949829, + 0.970423698425293, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995232820510864, + 1.0, + 1.0, + 0.985832691192627, + 1.0, + 0.9749414920806885, + 1.0, + 1.0, + 1.0, + 0.9928714632987976, + 0.9564579725265503, + 1.0, + 1.0, + 0.9863680005073547, + 0.9734098315238953, + 1.0, + 1.0, + 0.9765017032623291, + 1.0, + 1.0, + 0.9667606353759766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877332448959351, + 1.0, + 0.9835526347160339, + 0.9895865321159363, + 0.9748827815055847, + 0.9966908693313599, + 0.9927273392677307, + 0.9745978713035583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9813168048858643, + 1.0, + 0.996182918548584, + 1.0, + 1.0, + 0.9923578500747681, + 0.9849754571914673, + 0.9985436201095581, + 0.9981577396392822, + 1.0, + 0.9944688081741333, + 0.9996910095214844, + 0.9983000159263611, + 0.980338990688324, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9780413508415222, + 1.0, + 1.0, + 1.0, + 0.983447790145874, + 1.0, + 1.0, + 0.9777930974960327, + 1.0, + 1.0, + 1.0, + 0.9948057532310486, + 0.9979569315910339, + 0.9984075427055359, + 1.0, + 1.0, + 1.0, + 0.9991915822029114, + 0.9862459897994995, + 1.0, + 0.9872483611106873, + 1.0, + 0.9888361692428589, + 0.9813868403434753, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9719796180725098, + 0.9847217798233032, + 0.9922072887420654, + 0.9717682003974915, + 0.9659967422485352, + 1.0, + 1.0, + 0.9755042195320129, + 0.9903767108917236, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9391821622848511, + 0.981442391872406, + 1.0, + 1.0, + 1.0, + 0.9918098449707031, + 0.9950156807899475, + 1.0, + 1.0, + 1.0, + 0.9576035141944885, + 1.0, + 0.9742429256439209, + 1.0, + 0.9746644496917725, + 0.9736964106559753, + 1.0, + 0.9912300705909729, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9938696026802063, + 1.0, + 0.9697216749191284, + 1.0, + 1.0, + 0.9947819709777832, + 0.9834395051002502, + 0.9744742512702942, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9789985418319702, + 1.0, + 1.0, + 1.0, + 0.9931816458702087, + 0.9934961795806885, + 0.9863979816436768, + 1.0, + 1.0, + 0.9795381426811218, + 0.9780662059783936, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995726346969604, + 0.9846076369285583, + 1.0, + 1.0, + 1.0, + 0.986933171749115, + 1.0, + 0.9648803472518921, + 0.9909367561340332, + 1.0, + 1.0, + 1.0, + 0.9994341731071472, + 1.0, + 1.0, + 0.972751796245575, + 1.0, + 0.9765558838844299, + 1.0, + 0.9646612405776978, + 0.9986651539802551, + 0.9933170080184937, + 1.0, + 0.9865124821662903, + 1.0, + 0.9882012009620667, + 1.0, + 0.9816069006919861, + 1.0, + 1.0, + 0.9960924983024597, + 1.0, + 1.0, + 1.0, + 0.9935007691383362, + 1.0, + 0.9828776717185974, + 0.9958878755569458, + 0.9749249219894409, + 1.0, + 0.9911152124404907, + 1.0, + 0.9947861433029175, + 0.9949129223823547, + 1.0, + 1.0, + 0.9984148144721985, + 1.0, + 1.0, + 0.9979047179222107, + 0.9750139713287354, + 1.0, + 0.9823756217956543, + 0.9709743857383728, + 0.9688298106193542, + 1.0, + 0.9887927174568176, + 1.0, + 1.0, + 1.0, + 0.9946435689926147, + 1.0, + 1.0, + 0.9942988753318787, + 1.0, + 0.9762749671936035, + 0.9906124472618103, + 1.0, + 0.9699145555496216, + 0.999220609664917, + 1.0, + 1.0, + 1.0, + 0.9990149736404419 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_df_eval.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..2fe33ee7fcf31fa20390f9a6568ba226b96aa6ea --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +151.42857,151.42857,-0.023150673,294.11765,10000.0,34.0,625.0,,128.0,0.0002497952,0.1,2.8434997 +177.61905,164.5238,-0.021016058,465.11627,20000.0,43.0,1250.0,,288.0,0.0002495392,0.1,2.834319 +205.88235,178.30998,-0.021624355,612.2449,30000.0,49.0,1875.0,,448.0,0.0002492832,0.1,2.7925467 +225.71428,190.16106,-0.023053976,701.7544,40000.0,57.0,2500.0,,608.0,0.0002490272,0.1,2.7530234 +237.53847,199.63654,-0.02239923,757.57574,50000.0,66.0,3125.0,,768.0,0.0002487712,0.1,2.739303 +247.5,207.61377,-0.00976703,800.0,60000.0,75.0,3750.0,,928.0,0.0002485152,0.1,2.6729705 +271.36365,216.7209,-0.012103915,823.5294,70000.0,85.0,4375.0,,1088.0,0.0002482592,0.1,2.6206388 +305.5,227.8183,-0.014004741,851.06384,80000.0,94.0,5000.0,,1248.0,0.0002480032,0.1,2.5579622 +326.7,238.80515,-0.0163015,882.35297,90000.0,102.0,5625.0,,1376.0,0.0002477984,0.1,2.4884408 +364.2,251.34464,-0.00494257,900.9009,100000.0,111.0,6250.0,,1536.0,0.0002475424,0.1,2.4410632 +375.5,262.63147,-0.008352723,909.0909,110000.0,121.0,6875.0,,1696.0,0.0002472864,0.1,2.3962526 +390.3,273.27054,0.00019296142,923.0769,120000.0,130.0,7500.0,,1856.0,0.0002470304,0.1,2.3736935 +409.8,283.7728,0.00022116769,935.2518,130000.0,139.0,8125.0,,2016.0,0.0002467744,0.1,2.3243546 +405.4,292.46045,0.0073976615,945.9459,140000.0,148.0,8750.0,,2176.0,0.0002465184,0.1,2.265839 +401.5,299.72977,-0.015231555,955.414,150000.0,157.0,9375.0,,2336.0,0.0002462624,0.1,2.3360782 +439.8,308.48413,0.0109405555,963.8554,160000.0,166.0,10000.0,,2496.0,0.0002460064,0.1,2.2559228 +434.6,315.9027,0.017885532,965.9091,170000.0,176.0,10625.0,,2656.0,0.0002457504,0.1,2.1407647 +452.2,323.4748,0.012832109,978.26086,180000.0,184.0,11250.0,,2784.0,0.0002455456,0.1,2.1823719 +455.3,330.41296,0.015956119,979.3815,190000.0,194.0,11875.0,,2944.0,0.0002452896,0.1,2.1726315 +476.1,337.69733,0.03693231,980.39215,200000.0,204.0,12500.0,,3104.0,0.0002450336,0.1,2.0043502 +476.2,344.2927,0.013176807,985.91547,210000.0,213.0,13125.0,,3264.0,0.0002447776,0.1,2.0971582 +455.3,349.33847,0.03381828,990.99097,220000.0,222.0,13750.0,,3424.0,0.0002445216,0.1,2.103415 +450.3,353.7281,0.036775734,995.671,230000.0,231.0,14375.0,,3584.0,0.0002442656,0.1,2.1211815 +442.1,357.41025,0.028712515,1000.0,240000.0,240.0,15000.0,,3744.0,0.0002440096,0.1,2.1722236 +437.6,360.6178,0.029273728,1000.0,250000.0,250.0,15625.0,,3904.0,0.0002437536,0.1,2.0794432 +457.0,364.32483,0.040133156,1007.75195,260000.0,258.0,16250.0,,4032.0,0.0002435488,0.1,2.1165087 +472.3,368.32388,0.055284034,1015.0376,270000.0,266.0,16875.0,,4192.0,0.0002432928,0.1,2.0809522 +473.7,372.08734,0.034923237,1021.8978,280000.0,274.0,17500.0,,4352.0,0.0002430368,0.1,2.1586037 +494.3,376.30154,0.0074771224,1024.735,290000.0,283.0,18125.0,,4512.0,0.0002427808,0.1,2.1747167 +517.9,381.0215,0.024717165,1023.8908,300000.0,293.0,18750.0,,4672.0,0.0002425248,0.1,2.009677 +530.0,385.82727,0.039720833,1023.1023,310000.0,303.0,19375.0,,4832.0,0.0002422688,0.1,1.9800899 +540.6,390.66394,0.04059654,1022.3642,320000.0,313.0,20000.0,,4992.0,0.0002420128,0.1,2.0334332 +503.8,394.0923,0.04324584,1021.6718,330000.0,323.0,20625.0,,5152.0,0.0002417568,0.1,1.9814703 +510.9,397.52783,0.04371874,1024.0964,340000.0,332.0,21250.0,,5312.0,0.0002415008,0.1,2.0346704 +518.7,400.9899,0.059210382,1029.4117,350000.0,340.0,21875.0,,5440.0,0.000241296,0.1,1.8286136 +504.2,403.85684,0.08949767,1031.5187,360000.0,349.0,22500.0,,5600.0,0.00024104,0.1,1.709485 +501.5,406.49585,0.09644424,1033.5195,370000.0,358.0,23125.0,,5760.0,0.000240784,0.1,1.8543798 +504.0,409.06177,0.12529035,1032.6086,380000.0,368.0,23750.0,,5920.0,0.000240528,0.1,1.781258 +503.1,411.473,0.08267453,1037.234,390000.0,376.0,24375.0,,6080.0,0.000240272,0.1,1.864304 +534.0,414.53613,0.044922095,1036.2694,400000.0,386.0,25000.0,,6240.0,0.000240016,0.1,1.8355987 +525.7,417.24744,0.07346784,1035.3535,410000.0,396.0,25625.0,,6400.0,0.00023976,0.1,1.8245873 +570.1,420.88678,0.10850559,1034.4828,420000.0,406.0,26250.0,,6560.0,0.000239504,0.1,1.6728868 +586.7,424.74286,0.062060677,1038.6473,430000.0,414.0,26875.0,,6688.0,0.0002392992,0.1,1.7408383 +587.9,428.451,0.09567254,1040.1891,440000.0,423.0,27500.0,,6848.0,0.0002390432,0.1,1.7161007 +622.4,432.761,0.1024367,1041.6666,450000.0,432.0,28125.0,,7008.0,0.0002387872,0.1,1.6612628 +632.4,437.10098,0.11291707,1043.0839,460000.0,441.0,28750.0,,7168.0,0.0002385312,0.1,1.6975641 +667.8,442.00946,0.10060311,1044.4445,470000.0,450.0,29375.0,,7328.0,0.0002382752,0.1,1.5457201 +630.1,445.92807,0.12295,1045.7516,480000.0,459.0,30000.0,,7488.0,0.0002380192,0.1,1.6402636 +663.1,450.36014,0.09224939,1047.0085,490000.0,468.0,30625.0,,7648.0,0.0002377632,0.1,1.7978489 +682.4,455.00095,0.1268704,1048.218,500000.0,477.0,31250.0,,7808.0,0.0002375072,0.1,1.8570824 +682.0,459.4519,0.07237153,1051.5464,510000.0,485.0,31875.0,,7968.0,0.0002372512,0.1,1.8062514 +658.4,463.27783,0.08970559,1052.6316,520000.0,494.0,32500.0,,8096.0,0.0002370464,0.1,1.8291786 +622.6,466.2839,0.08782588,1053.678,530000.0,503.0,33125.0,,8256.0,0.0002367904,0.1,1.5547311 +633.2,469.37494,0.0840353,1052.6316,540000.0,513.0,33750.0,,8416.0,0.0002365344,0.1,1.703414 +622.1,472.15173,0.10940732,1049.6183,550000.0,524.0,34375.0,,8576.0,0.0002362784,0.1,1.7799013 +610.8,474.6276,0.09130449,1048.6891,560000.0,534.0,35000.0,,8736.0,0.0002360224,0.1,1.7661712 +613.5,477.06393,0.018483346,1051.6605,570000.0,542.0,35625.0,,8896.0,0.0002357664,0.1,1.7881517 +629.6,479.69388,0.0804662,1050.7246,580000.0,552.0,36250.0,,9056.0,0.0002355104,0.1,1.6284132 +649.7,482.57532,0.09868843,1049.822,590000.0,562.0,36875.0,,9216.0,0.0002352544,0.1,1.6639674 +646.1,485.30072,0.02439306,1052.6316,600000.0,570.0,37500.0,,9344.0,0.0002350496,0.1,1.7886058 +651.3,488.02203,0.10216023,1055.3633,610000.0,578.0,38125.0,,9504.0,0.0002347936,0.1,1.6996095 +633.7,490.37167,0.097642764,1054.4218,620000.0,588.0,38750.0,,9664.0,0.0002345376,0.1,1.7117186 +621.0,492.44513,0.11982502,1057.047,630000.0,596.0,39375.0,,9824.0,0.0002342816,0.1,1.5910163 +596.5,494.071,0.058083255,1056.1056,640000.0,606.0,40000.0,,9984.0,0.0002340256,0.1,1.6836348 +591.2,495.5653,0.07790335,1056.9105,650000.0,615.0,40625.0,,10144.0,0.0002337696,0.1,1.7205868 +579.7,496.8401,0.12042346,1057.6923,660000.0,624.0,41250.0,,10304.0,0.0002335136,0.1,1.6317875 +582.2,498.1141,0.10725907,1058.4518,670000.0,633.0,41875.0,,10464.0,0.0002332576,0.1,1.6254416 +580.0,499.3183,0.07269181,1057.5427,680000.0,643.0,42500.0,,10624.0,0.0002330016,0.1,1.5613319 +586.8,500.58615,0.069605865,1059.9078,690000.0,651.0,43125.0,,10752.0,0.0002327968,0.1,1.6271601 +590.9,501.87634,0.08585478,1060.6061,700000.0,660.0,43750.0,,10912.0,0.0002325408,0.1,1.4908407 +587.3,503.0795,0.07739619,1062.8743,710000.0,668.0,44375.0,,11072.0,0.0002322848,0.1,1.5928714 +591.0,504.30063,0.114604846,1063.5155,720000.0,677.0,45000.0,,11232.0,0.0002320288,0.1,1.5191374 +604.1,505.66776,0.08704613,1062.591,730000.0,687.0,45625.0,,11392.0,0.0002317728,0.1,1.5793263 +615.3,507.1493,0.07586307,1064.7482,740000.0,695.0,46250.0,,11552.0,0.0002315168,0.1,1.6417854 +630.9,508.7993,0.12507406,1065.341,750000.0,704.0,46875.0,,11712.0,0.0002312608,0.1,1.5350754 +638.8,510.50983,0.104038775,1065.9187,760000.0,713.0,47500.0,,11872.0,0.0002310048,0.1,1.4805064 +637.7,512.1616,0.17503478,1066.4819,770000.0,722.0,48125.0,,12000.0,0.0002308,0.1,1.4024279 +643.7,513.848,0.105991356,1067.0315,780000.0,731.0,48750.0,,12160.0,0.000230544,0.1,1.4026366 +642.6,515.4778,0.16552332,1067.5676,790000.0,740.0,49375.0,,12320.0,0.000230288,0.1,1.6364747 +647.8,517.13184,0.09132968,1069.5187,800000.0,748.0,50000.0,,12480.0,0.000230032,0.1,1.6511474 +657.7,518.86725,0.14078754,1070.0132,810000.0,757.0,50625.0,,12640.0,0.000229776,0.1,1.5022758 +659.2,520.5786,0.15089639,1069.1003,820000.0,767.0,51250.0,,12800.0,0.00022952,0.1,1.4731774 +648.2,522.1162,0.117397666,1069.5876,830000.0,776.0,51875.0,,12960.0,0.000229264,0.1,1.3724332 +653.6,523.6815,0.06577772,1070.0637,840000.0,785.0,52500.0,,13120.0,0.000229008,0.1,1.4033974 +658.9,525.2723,0.1330662,1070.5289,850000.0,794.0,53125.0,,13280.0,0.000228752,0.1,1.6013203 +667.6,526.9273,0.101258755,1069.6517,860000.0,804.0,53750.0,,13408.0,0.0002285472,0.1,1.5246242 +666.2,528.52814,0.11330698,1070.1107,870000.0,813.0,54375.0,,13568.0,0.0002282912,0.1,1.4086287 +674.3,530.18463,0.11910645,1070.5596,880000.0,822.0,55000.0,,13728.0,0.0002280352,0.1,1.5034473 +679.5,531.8623,0.12199295,1070.9988,890000.0,831.0,55625.0,,13888.0,0.0002277792,0.1,1.3293831 +669.7,533.39386,0.17325193,1071.4286,900000.0,840.0,56250.0,,14048.0,0.0002275232,0.1,1.447603 +659.9,534.784,0.131585,1070.5883,910000.0,850.0,56875.0,,14208.0,0.0002272672,0.1,1.409754 +657.5,536.11786,0.16278423,1071.0128,920000.0,859.0,57500.0,,14368.0,0.0002270112,0.1,1.3098452 +655.6,537.40265,0.101087615,1071.4286,930000.0,868.0,58125.0,,14528.0,0.0002267552,0.1,1.4732919 +662.0,538.72815,0.13794824,1071.8358,940000.0,877.0,58750.0,,14656.0,0.0002265504,0.1,1.5667249 +667.6,540.0847,0.18940517,1072.2347,950000.0,886.0,59375.0,,14816.0,0.0002262944,0.1,1.4869936 +672.0,541.4588,0.1465043,1071.4286,960000.0,896.0,60000.0,,14976.0,0.0002260384,0.1,1.3465854 +659.7,542.6778,0.11132923,1071.8232,970000.0,905.0,60625.0,,15136.0,0.0002257824,0.1,1.5305758 +672.1,543.9985,0.14247468,1073.3844,980000.0,913.0,61250.0,,15296.0,0.0002255264,0.1,1.4157276 +678.6,545.3581,0.15890864,1072.5894,990000.0,923.0,61875.0,,15456.0,0.0002252704,0.1,1.4981632 +678.7,546.69147,0.089170665,1072.9614,1000000.0,932.0,62500.0,,15616.0,0.0002250144,0.1,1.5550956 +683.2,552.0092,0.1829122,1073.3263,1010000.0,941.0,63125.0,,15776.0,0.0002247584,0.1,1.2554057 +691.8,557.151,0.1748067,1073.6842,1020000.0,950.0,63750.0,,15936.0,0.0002245024,0.1,1.2597964 +692.9,562.0212,0.10985407,1075.1566,1030000.0,958.0,64375.0,,16064.0,0.0002242976,0.1,1.4727416 +690.9,566.67303,0.1788955,1075.4912,1040000.0,967.0,65000.0,,16224.0,0.0002240416,0.1,1.2553837 +685.4,571.1516,0.07182257,1075.8197,1050000.0,976.0,65625.0,,16384.0,0.0002237856,0.1,1.3023651 +687.4,575.5506,0.09028804,1076.1421,1060000.0,985.0,66250.0,,16544.0,0.0002235296,0.1,1.4030125 +689.3,579.73,0.10855742,1075.3768,1070000.0,995.0,66875.0,,16704.0,0.0002232736,0.1,1.4647882 +689.0,583.565,0.12573206,1074.6268,1080000.0,1005.0,67500.0,,16864.0,0.0002230176,0.1,1.415415 +691.4,587.212,0.13448691,1074.9507,1090000.0,1014.0,68125.0,,17024.0,0.0002227616,0.1,1.4516537 +686.6,590.43604,0.15945886,1075.2688,1100000.0,1023.0,68750.0,,17184.0,0.0002225056,0.1,1.3952022 +695.0,593.63104,0.14003499,1076.6246,1110000.0,1031.0,69375.0,,17312.0,0.0002223008,0.1,1.524344 +697.4,596.70197,0.12688497,1076.9231,1120000.0,1040.0,70000.0,,17472.0,0.0002220448,0.1,1.5699167 +698.5,599.589,0.16190852,1075.1665,1130000.0,1051.0,70625.0,,17632.0,0.0002217888,0.1,1.4480991 +694.4,602.479,0.055320445,1075.4717,1140000.0,1060.0,71250.0,,17792.0,0.0002215328,0.1,1.5159603 +705.7,605.521,0.1838405,1074.7664,1150000.0,1070.0,71875.0,,17952.0,0.0002212768,0.1,1.3208662 +703.2,608.15497,0.09084273,1075.0695,1160000.0,1079.0,72500.0,,18112.0,0.0002210208,0.1,1.3160582 +714.1,610.95,0.116000384,1075.3677,1170000.0,1088.0,73125.0,,18272.0,0.0002207648,0.1,1.5090854 +713.3,613.56104,0.10494679,1075.6609,1180000.0,1097.0,73750.0,,18432.0,0.0002205088,0.1,1.5931616 +726.0,616.26807,0.14617838,1076.9231,1190000.0,1105.0,74375.0,,18592.0,0.0002202528,0.1,1.4596767 +720.0,618.70703,0.17324932,1076.2332,1200000.0,1115.0,75000.0,,18720.0,0.000220048,0.1,1.3392634 +717.6,621.12103,0.10659804,1076.5125,1210000.0,1124.0,75625.0,,18880.0,0.000219792,0.1,1.411849 +708.0,623.6481,0.13956782,1076.7872,1220000.0,1133.0,76250.0,,19040.0,0.000219536,0.1,1.511234 +709.4,626.239,0.12516683,1078.0017,1230000.0,1141.0,76875.0,,19200.0,0.00021928,0.1,1.491913 +703.7,628.85504,0.20253645,1078.2609,1240000.0,1150.0,77500.0,,19360.0,0.000219024,0.1,1.3815359 +711.1,631.58997,0.10024322,1079.4473,1250000.0,1158.0,78125.0,,19520.0,0.000218768,0.1,1.6033843 +727.5,634.29504,0.144362,1079.6915,1260000.0,1167.0,78750.0,,19680.0,0.000218512,0.1,1.4297756 +728.8,636.86005,0.09404173,1079.932,1270000.0,1176.0,79375.0,,19840.0,0.000218256,0.1,1.6551583 +736.3,639.486,0.11034743,1080.1688,1280000.0,1185.0,80000.0,,20000.0,0.000218,0.1,1.336533 +741.3,641.956,0.091093615,1081.3076,1290000.0,1193.0,80625.0,,20128.0,0.0002177952,0.1,1.6016172 +745.3,644.2301,0.06929349,1081.5308,1300000.0,1202.0,81250.0,,20288.0,0.0002175392,0.1,1.3268287 +739.1,646.32104,0.097669035,1082.6447,1310000.0,1210.0,81875.0,,20448.0,0.0002172832,0.1,1.4010136 +732.7,648.242,0.15306905,1082.8549,1320000.0,1219.0,82500.0,,20608.0,0.0002170272,0.1,1.4685218 +734.6,650.55005,0.07277076,1083.0619,1330000.0,1228.0,83125.0,,20768.0,0.0002167712,0.1,1.2483475 +739.1,652.8321,0.12671334,1083.266,1340000.0,1237.0,83750.0,,20928.0,0.0002165152,0.1,1.43681 +749.5,655.14,0.09522679,1083.467,1350000.0,1246.0,84375.0,,21088.0,0.0002162592,0.1,1.5379883 +744.8,657.546,0.098400034,1083.6653,1360000.0,1255.0,85000.0,,21248.0,0.0002160032,0.1,1.511042 +746.7,659.99805,0.07277816,1084.7189,1370000.0,1263.0,85625.0,,21376.0,0.0002157984,0.1,1.7378333 +744.6,662.404,0.08506537,1085.7593,1380000.0,1271.0,86250.0,,21536.0,0.0002155424,0.1,1.3760896 +744.0,664.81305,0.12915774,1085.9375,1390000.0,1280.0,86875.0,,21696.0,0.0002152864,0.1,1.4216404 +750.2,666.975,0.14946595,1086.9565,1400000.0,1288.0,87500.0,,21856.0,0.0002150304,0.1,1.2935477 +743.2,669.1501,0.08930764,1087.1241,1410000.0,1297.0,88125.0,,22016.0,0.0002147744,0.1,1.4174674 +744.3,670.892,0.10005626,1086.4575,1420000.0,1307.0,88750.0,,22176.0,0.0002145184,0.1,1.5044026 +744.1,672.46594,0.06325801,1085.801,1430000.0,1317.0,89375.0,,22336.0,0.0002142624,0.1,1.2713989 +747.8,674.065,0.10886817,1085.9729,1440000.0,1326.0,90000.0,,22496.0,0.0002140064,0.1,1.3034718 +743.5,675.27594,0.14443362,1086.1423,1450000.0,1335.0,90625.0,,22656.0,0.0002137504,0.1,1.2090728 +744.1,676.39307,0.21249862,1085.5018,1460000.0,1345.0,91250.0,,22784.0,0.0002135456,0.1,1.3746415 +751.5,677.23,0.18162426,1085.6721,1470000.0,1354.0,91875.0,,22944.0,0.0002132896,0.1,1.3403078 +750.3,678.43195,0.092424,1085.8401,1480000.0,1363.0,92500.0,,23104.0,0.0002130336,0.1,1.3514981 +756.3,679.3639,0.11691248,1086.0059,1490000.0,1372.0,93125.0,,23264.0,0.0002127776,0.1,1.3659773 +752.2,680.06195,0.15461503,1086.1694,1500000.0,1381.0,93750.0,,23424.0,0.0002125216,0.1,1.23856 +751.3,680.75494,0.15673266,1087.113,1510000.0,1389.0,94375.0,,23584.0,0.0002122656,0.1,1.5068057 +753.5,681.70593,0.046216436,1087.2676,1520000.0,1398.0,95000.0,,23744.0,0.0002120096,0.1,1.3487601 +747.7,682.95703,0.091860145,1087.42,1530000.0,1407.0,95625.0,,23904.0,0.0002117536,0.1,1.3836899 +753.2,684.15704,0.11263646,1088.3392,1540000.0,1415.0,96250.0,,24032.0,0.0002115488,0.1,1.3656467 +750.3,685.4391,0.089446515,1087.7192,1550000.0,1425.0,96875.0,,24192.0,0.0002112928,0.1,1.3336537 +753.1,686.86206,0.069132306,1087.108,1560000.0,1435.0,97500.0,,24352.0,0.0002110368,0.1,1.4764795 +771.7,688.4441,0.17054613,1085.7538,1570000.0,1446.0,98125.0,,24512.0,0.0002107808,0.1,1.4400884 +774.4,689.892,0.120890714,1085.1648,1580000.0,1456.0,98750.0,,24672.0,0.0002105248,0.1,1.2569551 +785.2,691.247,0.06787834,1085.3242,1590000.0,1465.0,99375.0,,24832.0,0.0002102688,0.1,1.4465929 +785.9,692.645,0.11933557,1086.2186,1600000.0,1473.0,100000.0,,24992.0,0.0002100128,0.1,1.4985329 +788.3,694.015,0.09180038,1086.3698,1610000.0,1482.0,100625.0,,25152.0,0.0002097568,0.1,1.4280115 +802.5,695.70294,0.09895837,1086.5192,1620000.0,1491.0,101250.0,,25312.0,0.0002095008,0.1,1.3547726 +782.2,697.31494,0.1221368,1087.3916,1630000.0,1499.0,101875.0,,25440.0,0.000209296,0.1,1.3739796 +781.2,699.16205,0.08795536,1087.5332,1640000.0,1508.0,102500.0,,25600.0,0.00020904,0.1,1.5864525 +772.7,700.97705,0.1510279,1088.3905,1650000.0,1516.0,103125.0,,25760.0,0.000208784,0.1,1.4312962 +769.3,702.87305,0.12455679,1088.5245,1660000.0,1525.0,103750.0,,25920.0,0.000208528,0.1,1.465278 +765.1,704.70197,0.14091459,1087.9479,1670000.0,1535.0,104375.0,,26080.0,0.000208272,0.1,1.3278685 +752.6,706.428,0.11259169,1087.3787,1680000.0,1545.0,105000.0,,26240.0,0.000208016,0.1,1.5023936 +746.1,708.021,0.1573843,1086.8168,1690000.0,1555.0,105625.0,,26400.0,0.00020776,0.1,1.5449433 +744.3,709.555,0.11977724,1087.652,1700000.0,1563.0,106250.0,,26560.0,0.000207504,0.1,1.3798633 +743.7,711.1191,0.15050285,1087.0947,1710000.0,1573.0,106875.0,,26688.0,0.0002072992,0.1,1.2988067 +736.6,712.575,0.11415706,1087.2313,1720000.0,1582.0,107500.0,,26848.0,0.0002070432,0.1,1.4863828 +744.6,713.98,0.1770769,1088.0503,1730000.0,1590.0,108125.0,,27008.0,0.0002067872,0.1,1.4897821 +747.7,715.3041,0.17264828,1088.18,1740000.0,1599.0,108750.0,,27168.0,0.0002065312,0.1,1.2753948 +767.2,716.6671,0.12418899,1088.3085,1750000.0,1608.0,109375.0,,27328.0,0.0002062752,0.1,1.5251358 +765.7,717.9361,0.08731466,1089.1089,1760000.0,1616.0,110000.0,,27488.0,0.0002060192,0.1,1.5021422 +766.1,719.2201,0.10131094,1089.2307,1770000.0,1625.0,110625.0,,27648.0,0.0002057632,0.1,1.7062343 +769.2,720.4751,0.14850393,1088.685,1780000.0,1635.0,111250.0,,27808.0,0.0002055072,0.1,1.5701787 +764.6,721.69507,0.1240436,1087.4849,1790000.0,1646.0,111875.0,,27968.0,0.0002052512,0.1,1.3614645 +756.3,722.78,0.08161373,1087.6133,1800000.0,1655.0,112500.0,,28096.0,0.0002050464,0.1,1.546562 +730.3,723.5059,0.07836055,1086.4346,1810000.0,1666.0,113125.0,,28256.0,0.0002047904,0.1,1.4478073 +752.5,724.4389,0.073521435,1086.5671,1820000.0,1675.0,113750.0,,28416.0,0.0002045344,0.1,1.2694638 +774.7,725.7039,0.09888432,1085.4093,1830000.0,1686.0,114375.0,,28576.0,0.0002042784,0.1,1.5524826 +775.2,726.92,0.122802645,1084.9056,1840000.0,1696.0,115000.0,,28736.0,0.0002040224,0.1,1.5692166 +784.8,728.17896,0.14143854,1085.6808,1850000.0,1704.0,115625.0,,28896.0,0.0002037664,0.1,1.6229857 +791.0,729.41296,0.067975,1085.8143,1860000.0,1713.0,116250.0,,29056.0,0.0002035104,0.1,1.6140081 +795.6,730.707,0.09205296,1085.3163,1870000.0,1723.0,116875.0,,29216.0,0.0002032544,0.1,1.2546985 +793.7,731.901,0.07224732,1086.0774,1880000.0,1731.0,117500.0,,29344.0,0.0002030496,0.1,1.5260738 +777.4,732.88,0.09511523,1086.8315,1890000.0,1739.0,118125.0,,29504.0,0.0002027936,0.1,1.6236459 +773.4,733.91705,0.12711933,1086.9565,1900000.0,1748.0,118750.0,,29664.0,0.0002025376,0.1,1.5153939 +784.8,735.16595,0.088143304,1087.0802,1910000.0,1757.0,119375.0,,29824.0,0.0002022816,0.1,1.4215977 +793.9,736.5299,0.057103038,1087.2028,1920000.0,1766.0,120000.0,,29984.0,0.0002020256,0.1,1.4836289 +794.2,737.91595,0.1376672,1086.7117,1930000.0,1776.0,120625.0,,30144.0,0.0002017696,0.1,1.3225803 +799.1,739.28705,0.05878257,1086.2262,1940000.0,1786.0,121250.0,,30304.0,0.0002015136,0.1,1.5318599 +788.4,740.495,0.06706143,1086.351,1950000.0,1795.0,121875.0,,30464.0,0.0002012576,0.1,1.4909778 +802.0,741.795,0.029377216,1086.4745,1960000.0,1804.0,122500.0,,30624.0,0.0002010016,0.1,1.5345929 +772.9,742.92694,0.11697191,1087.1964,1970000.0,1812.0,123125.0,,30752.0,0.0002007968,0.1,1.4341092 +770.4,743.9099,0.13597584,1087.3147,1980000.0,1821.0,123750.0,,30912.0,0.0002005408,0.1,1.3916839 +769.6,744.82,0.1418299,1087.4316,1990000.0,1830.0,124375.0,,31072.0,0.0002002848,0.1,1.7089901 +764.2,745.67505,0.11055839,1087.5476,2000000.0,1839.0,125000.0,,31232.0,0.0002000288,0.1,1.33341 +757.3,746.416,0.08943458,1087.6624,2010000.0,1848.0,125625.0,,31392.0,0.0001997728,0.1,1.3537412 +762.4,747.122,0.12723829,1087.776,2020000.0,1857.0,126250.0,,31552.0,0.0001995168,0.1,1.3845935 +784.3,748.036,0.09730314,1087.8885,2030000.0,1866.0,126875.0,,31712.0,0.0001992608,0.1,1.3691202 +778.4,748.91095,0.11881855,1088.0,2040000.0,1875.0,127500.0,,31872.0,0.0001990048,0.1,1.566617 +787.2,749.92896,0.208405,1088.6882,2050000.0,1883.0,128125.0,,32000.0,0.0001988,0.1,1.4268024 +805.4,751.109,0.16462499,1088.2197,2060000.0,1893.0,128750.0,,32160.0,0.000198544,0.1,1.453962 +791.1,752.12714,0.048220802,1088.9006,2070000.0,1901.0,129375.0,,32320.0,0.000198288,0.1,1.6862755 +787.8,753.115,0.06172937,1089.0052,2080000.0,1910.0,130000.0,,32480.0,0.000198032,0.1,1.3574547 +784.3,754.0439,0.13635893,1089.6768,2090000.0,1918.0,130625.0,,32640.0,0.000197776,0.1,1.4446652 +792.2,755.1001,0.18555395,1089.7769,2100000.0,1927.0,131250.0,,32800.0,0.00019752,0.1,1.4423982 +790.6,756.056,0.09446954,1089.876,2110000.0,1936.0,131875.0,,32960.0,0.000197264,0.1,1.5513027 +788.4,756.966,0.08390764,1090.535,2120000.0,1944.0,132500.0,,33120.0,0.000197008,0.1,1.5027757 +789.6,757.87714,0.10523695,1089.514,2130000.0,1955.0,133125.0,,33280.0,0.000196752,0.1,1.3657697 +810.2,759.0351,0.10536701,1089.613,2140000.0,1964.0,133750.0,,33408.0,0.0001965472,0.1,1.5443525 +807.4,760.052,0.13036914,1089.159,2150000.0,1974.0,134375.0,,33568.0,0.0001962912,0.1,1.4542338 +812.3,761.14307,0.14364594,1089.2587,2160000.0,1983.0,135000.0,,33728.0,0.0001960352,0.1,1.5745336 +818.4,762.1859,0.10012392,1089.9045,2170000.0,1991.0,135625.0,,33888.0,0.0001957792,0.1,1.6308647 +827.2,763.325,0.09291188,1090.0,2180000.0,2000.0,136250.0,,34048.0,0.0001955232,0.1,1.5993117 +817.9,764.24396,0.16441871,1090.0946,2190000.0,2009.0,136875.0,,34208.0,0.0001952672,0.1,1.3607788 +815.8,765.202,0.08273308,1090.1884,2200000.0,2018.0,137500.0,,34368.0,0.0001950112,0.1,1.6302598 +802.0,766.046,0.1547664,1089.7435,2210000.0,2028.0,138125.0,,34528.0,0.0001947552,0.1,1.4825006 +797.0,766.93604,0.09861389,1089.838,2220000.0,2037.0,138750.0,,34656.0,0.0001945504,0.1,1.3645754 +819.1,768.03296,0.13409443,1090.4646,2230000.0,2045.0,139375.0,,34816.0,0.0001942944,0.1,1.4534569 +809.1,769.08704,0.09379958,1091.0862,2240000.0,2053.0,140000.0,,34976.0,0.0001940384,0.1,1.4624784 +824.6,770.22205,0.11745302,1091.1736,2250000.0,2062.0,140625.0,,35136.0,0.0001937824,0.1,1.3481209 +821.6,771.163,0.11274089,1091.7875,2260000.0,2070.0,141250.0,,35296.0,0.0001935264,0.1,1.4154387 +824.9,772.1241,0.1660288,1091.8711,2270000.0,2079.0,141875.0,,35456.0,0.0001932704,0.1,1.2247496 +813.3,772.894,0.13258505,1091.954,2280000.0,2088.0,142500.0,,35616.0,0.0001930144,0.1,1.2293664 +796.6,773.44696,0.15048449,1092.0363,2290000.0,2097.0,143125.0,,35776.0,0.0001927584,0.1,1.5127208 +783.0,773.8239,0.066104785,1091.5995,2300000.0,2107.0,143750.0,,35936.0,0.0001925024,0.1,1.3287891 +783.6,774.2689,0.09101719,1092.1986,2310000.0,2115.0,144375.0,,36064.0,0.0001922976,0.1,1.3840477 +786.7,774.8091,0.10446583,1092.7932,2320000.0,2123.0,145000.0,,36224.0,0.0001920416,0.1,1.3927302 +802.7,775.49005,0.14622658,1093.3834,2330000.0,2131.0,145625.0,,36384.0,0.0001917856,0.1,1.4735086 +803.7,776.1361,0.08322463,1093.4579,2340000.0,2140.0,146250.0,,36544.0,0.0001915296,0.1,1.3982887 +832.8,776.96906,0.2042484,1093.0233,2350000.0,2150.0,146875.0,,36704.0,0.0001912736,0.1,1.4287672 +822.4,777.745,0.12728082,1092.087,2360000.0,2161.0,147500.0,,36864.0,0.0001910176,0.1,1.40349 +841.0,778.688,0.07875889,1091.6628,2370000.0,2171.0,148125.0,,37024.0,0.0001907616,0.1,1.35931 +845.1,779.693,0.044498105,1091.7432,2380000.0,2180.0,148750.0,,37184.0,0.0001905056,0.1,1.483012 +840.6,780.659,0.11745534,1092.3218,2390000.0,2188.0,149375.0,,37312.0,0.0001903008,0.1,1.3132366 +822.0,781.377,0.13707295,1092.3987,2400000.0,2197.0,150000.0,,37472.0,0.0001900448,0.1,1.3256804 +794.4,781.889,0.091182455,1092.9706,2410000.0,2205.0,150625.0,,37632.0,0.0001897888,0.1,1.4398679 +801.7,782.46295,0.17900264,1093.0443,2420000.0,2214.0,151250.0,,37792.0,0.0001895328,0.1,1.5801163 +806.4,783.086,0.09303493,1093.1174,2430000.0,2223.0,151875.0,,37952.0,0.0001892768,0.1,1.3448367 +805.3,783.66095,0.091965854,1093.19,2440000.0,2232.0,152500.0,,38112.0,0.0001890208,0.1,1.2699075 +821.6,784.442,0.12740636,1092.7743,2450000.0,2242.0,153125.0,,38272.0,0.0001887648,0.1,1.6924303 +820.3,785.2039,0.09224197,1093.3334,2460000.0,2250.0,153750.0,,38432.0,0.0001885088,0.1,1.3695259 +822.3,785.9119,0.1219384,1093.4042,2470000.0,2259.0,154375.0,,38592.0,0.0001882528,0.1,1.4079555 +831.0,786.71893,0.10599059,1093.9568,2480000.0,2267.0,155000.0,,38720.0,0.000188048,0.1,1.4234862 +813.1,787.2869,0.082174316,1094.0247,2490000.0,2276.0,155625.0,,38880.0,0.000187792,0.1,1.2945403 +812.0,787.88495,0.09567683,1093.1351,2500000.0,2287.0,156250.0,,39040.0,0.000187536,0.1,1.3894627 +798.8,788.3599,0.07771254,1092.7296,2510000.0,2297.0,156875.0,,39200.0,0.00018728,0.1,1.6387084 +794.7,788.772,0.031206135,1092.8014,2520000.0,2306.0,157500.0,,39360.0,0.000187024,0.1,1.6514819 +788.6,789.181,0.18876863,1092.8726,2530000.0,2315.0,158125.0,,39520.0,0.000186768,0.1,1.1750193 +786.5,789.514,0.12899539,1092.9432,2540000.0,2324.0,158750.0,,39680.0,0.000186512,0.1,1.59384 +775.9,789.77,0.18134135,1092.545,2550000.0,2334.0,159375.0,,39840.0,0.000186256,0.1,1.2089376 +770.3,789.94196,0.1344251,1092.6163,2560000.0,2343.0,160000.0,,40000.0,0.000186,0.1,1.3419542 +793.6,790.16095,0.10053296,1093.1519,2570000.0,2351.0,160625.0,,40128.0,0.0001857952,0.1,1.4820125 +790.0,790.317,0.16024525,1093.2203,2580000.0,2360.0,161250.0,,40288.0,0.0001855392,0.1,1.3412955 +807.2,790.5369,0.121418625,1093.75,2590000.0,2368.0,161875.0,,40448.0,0.0001852832,0.1,1.5964835 +811.2,790.7901,0.04235642,1093.8157,2600000.0,2377.0,162500.0,,40608.0,0.0001850272,0.1,1.7393091 +825.6,791.163,0.15788327,1093.881,2610000.0,2386.0,163125.0,,40768.0,0.0001847712,0.1,1.4588518 +828.5,791.42303,0.17006668,1093.4891,2620000.0,2396.0,163750.0,,40928.0,0.0001845152,0.1,1.3823084 +833.1,791.932,0.10692041,1093.1006,2630000.0,2406.0,164375.0,,41088.0,0.0001842592,0.1,1.3604844 +840.3,792.52295,0.16161624,1093.1677,2640000.0,2415.0,165000.0,,41248.0,0.0001840032,0.1,1.3217798 +846.6,793.262,0.14716825,1093.6855,2650000.0,2423.0,165625.0,,41376.0,0.0001837984,0.1,1.4434781 +846.9,794.0379,0.06082108,1093.75,2660000.0,2432.0,166250.0,,41536.0,0.0001835424,0.1,1.1327319 +852.5,794.9119,0.079037145,1093.814,2670000.0,2441.0,166875.0,,41696.0,0.0001832864,0.1,1.5153515 +852.0,795.90594,0.07388602,1093.8776,2680000.0,2450.0,167500.0,,41856.0,0.0001830304,0.1,1.3795514 +848.8,796.933,0.12168126,1093.9407,2690000.0,2459.0,168125.0,,42016.0,0.0001827744,0.1,1.546105 +848.6,797.97595,0.059964295,1093.5602,2700000.0,2469.0,168750.0,,42176.0,0.0001825184,0.1,1.3449845 +850.4,799.04297,0.15685596,1093.1827,2710000.0,2479.0,169375.0,,42336.0,0.0001822624,0.1,1.2377138 +844.2,800.1189,0.13283807,1093.2476,2720000.0,2488.0,170000.0,,42496.0,0.0001820064,0.1,1.3886528 +836.2,801.035,0.06373592,1093.312,2730000.0,2497.0,170625.0,,42656.0,0.0001817504,0.1,1.4472611 +826.7,801.8251,0.12263362,1093.8124,2740000.0,2505.0,171250.0,,42784.0,0.0001815456,0.1,1.2762542 +823.5,802.3881,0.08472357,1093.8743,2750000.0,2514.0,171875.0,,42944.0,0.0001812896,0.1,1.2627547 +831.1,803.0421,0.104861714,1093.0693,2760000.0,2525.0,172500.0,,43104.0,0.0001810336,0.1,1.4708506 +822.0,803.601,0.03581682,1093.1334,2770000.0,2534.0,173125.0,,43264.0,0.0001807776,0.1,1.3198888 +809.8,804.007,0.16129039,1093.197,2780000.0,2543.0,173750.0,,43424.0,0.0001805216,0.1,1.3158034 +804.5,804.406,0.06910172,1092.8319,2790000.0,2553.0,174375.0,,43584.0,0.0001802656,0.1,1.3797526 +826.7,805.11,0.23236561,1092.4697,2800000.0,2563.0,175000.0,,43744.0,0.0001800096,0.1,1.4391476 +828.0,806.08704,0.28887364,1092.96,2810000.0,2571.0,175625.0,,43904.0,0.0001797536,0.1,1.2392325 +821.7,806.77905,0.084733285,1093.447,2820000.0,2579.0,176250.0,,44032.0,0.0001795488,0.1,1.4457706 +806.2,807.0941,0.13595696,1093.5085,2830000.0,2588.0,176875.0,,44192.0,0.0001792928,0.1,1.3365972 +837.5,807.71704,0.1518521,1093.5695,2840000.0,2597.0,177500.0,,44352.0,0.0001790368,0.1,1.4805253 +887.5,808.7441,0.18510062,1093.6301,2850000.0,2606.0,178125.0,,44512.0,0.0001787808,0.1,1.4035537 +870.8,809.54205,0.13040155,1093.6903,2860000.0,2615.0,178750.0,,44672.0,0.0001785248,0.1,1.4363463 +878.1,810.367,0.1623223,1094.167,2870000.0,2623.0,179375.0,,44832.0,0.0001782688,0.1,1.5337348 +883.7,811.267,0.11831612,1094.225,2880000.0,2632.0,180000.0,,44992.0,0.0001780128,0.1,1.2410386 +881.0,812.30304,0.1511692,1093.8683,2890000.0,2642.0,180625.0,,45152.0,0.0001777568,0.1,1.3904887 +857.8,813.14703,0.18728003,1094.3396,2900000.0,2650.0,181250.0,,45312.0,0.0001775008,0.1,1.2311777 +816.7,813.466,0.09749542,1094.3964,2910000.0,2659.0,181875.0,,45440.0,0.000177296,0.1,1.1250322 +828.6,813.81305,0.0778204,1094.0427,2920000.0,2669.0,182500.0,,45600.0,0.00017704,0.1,1.2169359 +827.3,814.144,0.11529266,1094.1001,2930000.0,2678.0,183125.0,,45760.0,0.000176784,0.1,1.3480389 +829.9,814.452,0.19030726,1094.5645,2940000.0,2686.0,183750.0,,45920.0,0.000176528,0.1,1.2793274 +840.2,814.97,0.13599853,1094.6196,2950000.0,2695.0,184375.0,,46080.0,0.000176272,0.1,1.3922182 +835.8,815.308,0.12819678,1095.0796,2960000.0,2703.0,185000.0,,46240.0,0.000176016,0.1,1.3326712 +856.4,816.14294,0.112076916,1094.7291,2970000.0,2713.0,185625.0,,46400.0,0.00017576,0.1,1.3719172 +862.8,817.06696,0.08536019,1094.3812,2980000.0,2723.0,186250.0,,46560.0,0.000175504,0.1,1.432425 +859.4,817.96484,0.10054561,1094.4363,2990000.0,2732.0,186875.0,,46688.0,0.0001752992,0.1,1.2919086 +856.8,818.8909,0.13587719,1094.8905,3000000.0,2740.0,187500.0,,46848.0,0.0001750432,0.1,1.3351631 +868.6,820.0039,0.12908585,1094.9436,3010000.0,2749.0,188125.0,,47008.0,0.0001747872,0.1,1.1006244 +862.6,821.00604,0.07049193,1094.9963,3020000.0,2758.0,188750.0,,47168.0,0.0001745312,0.1,1.5627773 +861.2,821.775,0.13555886,1095.4447,3030000.0,2766.0,189375.0,,47328.0,0.0001742752,0.1,1.2549367 +821.2,822.2031,0.123742364,1095.4955,3040000.0,2775.0,190000.0,,47488.0,0.0001740192,0.1,1.328891 +817.3,822.5041,0.20771779,1095.546,3050000.0,2784.0,190625.0,,47648.0,0.0001737632,0.1,1.4115509 +827.2,822.72205,0.16087343,1095.5962,3060000.0,2793.0,191250.0,,47808.0,0.0001735072,0.1,1.4315456 +811.3,822.924,0.059710052,1095.646,3070000.0,2802.0,191875.0,,47968.0,0.0001732512,0.1,1.3760774 +823.4,823.2799,0.12023234,1096.4756,3080000.0,2809.0,192500.0,,48096.0,0.0001730464,0.1,1.5325192 +834.4,823.78094,0.10687399,1096.1334,3090000.0,2819.0,193125.0,,48256.0,0.0001727904,0.1,1.218122 +841.8,824.27686,0.10529975,1095.7936,3100000.0,2829.0,193750.0,,48416.0,0.0001725344,0.1,1.527848 +845.4,824.82495,0.101537496,1095.8422,3110000.0,2838.0,194375.0,,48576.0,0.0001722784,0.1,1.3234947 +847.6,825.41693,0.121171474,1095.8904,3120000.0,2847.0,195000.0,,48736.0,0.0001720224,0.1,1.3159504 +841.9,825.94,0.09270991,1095.5548,3130000.0,2857.0,195625.0,,48896.0,0.0001717664,0.1,1.3354771 +838.3,826.221,0.16094095,1095.6036,3140000.0,2866.0,196250.0,,49056.0,0.0001715104,0.1,1.2650733 +839.4,826.541,0.1253345,1095.6522,3150000.0,2875.0,196875.0,,49216.0,0.0001712544,0.1,1.7022254 +844.4,826.86194,0.08637702,1096.0804,3160000.0,2883.0,197500.0,,49344.0,0.0001710496,0.1,1.5333011 +859.6,827.274,0.06545784,1096.5063,3170000.0,2891.0,198125.0,,49504.0,0.0001707936,0.1,1.2561061 +859.1,827.593,0.11844588,1096.1737,3180000.0,2901.0,198750.0,,49664.0,0.0001705376,0.1,1.3741045 +867.6,828.0901,0.11827094,1096.5968,3190000.0,2909.0,199375.0,,49824.0,0.0001702816,0.1,1.3457376 +878.0,828.71204,0.086527884,1097.0175,3200000.0,2917.0,200000.0,,49984.0,0.0001700256,0.1,1.3266957 +866.3,829.355,0.114330634,1097.0608,3210000.0,2926.0,200625.0,,50144.0,0.0001697696,0.1,1.1725106 +866.3,830.048,0.08811681,1096.7302,3220000.0,2936.0,201250.0,,50304.0,0.0001695136,0.1,1.2739066 +847.0,830.32697,0.21147743,1096.0299,3230000.0,2947.0,201875.0,,50464.0,0.0001692576,0.1,1.5241487 +834.6,830.582,0.22345325,1095.7051,3240000.0,2957.0,202500.0,,50624.0,0.0001690016,0.1,1.2752221 +827.5,830.611,0.05088929,1095.7518,3250000.0,2966.0,203125.0,,50752.0,0.0001687968,0.1,1.3681626 +822.1,830.616,0.13080364,1095.7983,3260000.0,2975.0,203750.0,,50912.0,0.0001685408,0.1,1.4658349 +830.5,830.67206,0.23983707,1096.2119,3270000.0,2983.0,204375.0,,51072.0,0.0001682848,0.1,1.2139201 +840.4,830.94305,0.17548968,1096.2567,3280000.0,2992.0,205000.0,,51232.0,0.0001680288,0.1,1.3376938 +822.9,831.206,0.08935305,1096.6666,3290000.0,3000.0,205625.0,,51392.0,0.0001677728,0.1,1.3013535 +822.8,831.6039,0.1434984,1096.7098,3300000.0,3009.0,206250.0,,51552.0,0.0001675168,0.1,1.3143806 +824.2,832.01,0.1157078,1096.3895,3310000.0,3019.0,206875.0,,51712.0,0.0001672608,0.1,1.3208885 +852.4,832.66705,0.0624245,1096.7955,3320000.0,3027.0,207500.0,,51872.0,0.0001670048,0.1,1.3418972 +858.3,833.22296,0.09064185,1097.1993,3330000.0,3035.0,208125.0,,52000.0,0.0001668,0.1,1.246689 +872.0,833.90594,0.08062441,1096.8801,3340000.0,3045.0,208750.0,,52160.0,0.000166544,0.1,1.4250591 +886.4,834.44196,0.18892345,1096.9221,3350000.0,3054.0,209375.0,,52320.0,0.000166288,0.1,0.9864931 +895.1,835.1689,0.078409806,1096.9637,3360000.0,3063.0,210000.0,,52480.0,0.000166032,0.1,1.3487252 +906.2,835.8211,0.08094879,1097.0052,3370000.0,3072.0,210625.0,,52640.0,0.000165776,0.1,1.343425 +893.1,836.301,0.13574846,1097.0464,3380000.0,3081.0,211250.0,,52800.0,0.00016552,0.1,1.4039762 +881.3,836.70807,0.12290658,1097.0874,3390000.0,3090.0,211875.0,,52960.0,0.000165264,0.1,1.3676412 +865.8,837.146,0.07369028,1097.4823,3400000.0,3098.0,212500.0,,53120.0,0.000165008,0.1,1.4633182 +869.7,837.899,0.12020867,1097.5217,3410000.0,3107.0,213125.0,,53280.0,0.000164752,0.1,1.4494705 +863.1,838.51294,0.11429179,1097.9133,3420000.0,3115.0,213750.0,,53408.0,0.0001645472,0.1,1.4689058 +864.6,839.095,0.11049267,1098.3029,3430000.0,3123.0,214375.0,,53568.0,0.0001642912,0.1,1.5997127 +885.4,839.896,0.16156134,1098.3397,3440000.0,3132.0,215000.0,,53728.0,0.0001640352,0.1,1.3541379 +894.0,840.62,0.08312117,1098.0267,3450000.0,3142.0,215625.0,,53888.0,0.0001637792,0.1,1.3055159 +907.9,841.49603,0.18633431,1098.4127,3460000.0,3150.0,216250.0,,54048.0,0.0001635232,0.1,1.3047118 +913.2,842.405,0.10477917,1098.4489,3470000.0,3159.0,216875.0,,54208.0,0.0001632672,0.1,1.2528415 +902.6,843.12103,0.068016365,1098.4849,3480000.0,3168.0,217500.0,,54368.0,0.0001630112,0.1,1.6176363 +948.2,844.47205,0.06470849,1098.8665,3490000.0,3176.0,218125.0,,54528.0,0.0001627552,0.1,1.5524657 +953.5,845.8871,0.13399991,1099.2462,3500000.0,3184.0,218750.0,,54656.0,0.0001625504,0.1,1.3044994 +957.4,847.473,0.120792225,1099.2797,3510000.0,3193.0,219375.0,,54816.0,0.0001622944,0.1,1.2089701 +951.6,849.04205,0.1355935,1099.313,3520000.0,3202.0,220000.0,,54976.0,0.0001620384,0.1,1.5047721 +961.8,850.7739,0.09189393,1099.346,3530000.0,3211.0,220625.0,,55136.0,0.0001617824,0.1,1.432395 +954.0,852.449,0.077433735,1098.6964,3540000.0,3222.0,221250.0,,55296.0,0.0001615264,0.1,1.2396002 +960.2,854.29193,0.1141477,1098.7311,3550000.0,3231.0,221875.0,,55456.0,0.0001612704,0.1,1.4156764 +915.0,855.739,0.14416394,1098.7654,3560000.0,3240.0,222500.0,,55616.0,0.0001610144,0.1,1.5413027 +925.8,857.0609,0.041490402,1099.138,3570000.0,3248.0,223125.0,,55776.0,0.0001607584,0.1,1.4665191 +919.2,858.353,0.03327874,1099.171,3580000.0,3257.0,223750.0,,55936.0,0.0001605024,0.1,1.2266366 +909.1,859.37195,0.17678124,1099.5405,3590000.0,3265.0,224375.0,,56064.0,0.0001602976,0.1,1.238384 +892.8,860.18805,0.10703356,1099.5724,3600000.0,3274.0,225000.0,,56224.0,0.0001600416,0.1,1.4920357 +908.1,861.01294,0.09142935,1099.604,3610000.0,3283.0,225625.0,,56384.0,0.0001597856,0.1,1.5019412 +891.0,861.63794,0.062958926,1099.6355,3620000.0,3292.0,226250.0,,56544.0,0.0001595296,0.1,1.5279441 +901.6,862.323,0.061375692,1099.3337,3630000.0,3302.0,226875.0,,56704.0,0.0001592736,0.1,1.1519309 +918.7,863.10706,0.11863532,1099.3657,3640000.0,3311.0,227500.0,,56864.0,0.0001590176,0.1,1.420721 +917.9,863.82,0.06927617,1099.7289,3650000.0,3319.0,228125.0,,57024.0,0.0001587616,0.1,1.3293597 +938.6,864.73694,0.027586687,1099.7596,3660000.0,3328.0,228750.0,,57184.0,0.0001585056,0.1,1.4201317 +962.3,865.8349,0.13634787,1099.7903,3670000.0,3337.0,229375.0,,57312.0,0.0001583008,0.1,1.4506891 +969.2,867.00696,0.1205213,1099.4921,3680000.0,3347.0,230000.0,,57472.0,0.0001580448,0.1,1.4158113 +1014.2,868.661,0.14931685,1099.5232,3690000.0,3356.0,230625.0,,57632.0,0.0001577888,0.1,1.3412108 +1001.8,870.193,0.1342798,1099.5542,3700000.0,3365.0,231250.0,,57792.0,0.0001575328,0.1,1.3341546 +981.3,871.50195,0.07845835,1099.911,3710000.0,3373.0,231875.0,,57952.0,0.0001572768,0.1,1.2569675 +988.6,872.94604,0.14772682,1099.2908,3720000.0,3384.0,232500.0,,58112.0,0.0001570208,0.1,1.4872701 +968.6,874.2699,0.16049439,1099.3221,3730000.0,3393.0,233125.0,,58272.0,0.0001567648,0.1,1.2443811 +959.8,875.60095,0.16389959,1099.3533,3740000.0,3402.0,233750.0,,58432.0,0.0001565088,0.1,1.6701069 +955.3,876.919,0.03528018,1099.0621,3750000.0,3412.0,234375.0,,58592.0,0.0001562528,0.1,1.5471845 +973.4,878.342,0.24779737,1099.4152,3760000.0,3420.0,235000.0,,58720.0,0.000156048,0.1,1.6752324 +940.2,879.524,0.14159186,1099.1254,3770000.0,3430.0,235625.0,,58880.0,0.000155792,0.1,1.468029 +946.1,880.887,0.105685934,1099.1567,3780000.0,3439.0,236250.0,,59040.0,0.000155536,0.1,1.6573359 +940.5,882.247,0.2783729,1099.5068,3790000.0,3447.0,236875.0,,59200.0,0.00015528,0.1,1.4844389 +951.9,883.4991,0.1371524,1099.537,3800000.0,3456.0,237500.0,,59360.0,0.000155024,0.1,1.2391934 +941.4,884.633,0.18963437,1099.5671,3810000.0,3465.0,238125.0,,59520.0,0.000154768,0.1,1.4009271 +931.1,885.7269,0.11776682,1099.9136,3820000.0,3473.0,238750.0,,59680.0,0.000154512,0.1,1.4059632 +870.2,886.36694,0.11889641,1099.9425,3830000.0,3482.0,239375.0,,59840.0,0.000154256,0.1,1.2916231 +885.7,886.84906,0.04964904,1100.2865,3840000.0,3490.0,240000.0,,60000.0,0.000154,0.1,1.4833143 +901.3,886.98694,0.041957777,1100.6289,3850000.0,3498.0,240625.0,,60128.0,0.0001537952,0.1,1.4221295 +914.6,887.42505,0.095149,1100.6559,3860000.0,3507.0,241250.0,,60288.0,0.0001535392,0.1,1.6001707 +925.3,887.897,0.089976504,1100.6826,3870000.0,3516.0,241875.0,,60448.0,0.0001532832,0.1,1.403726 +955.6,888.61597,0.14259353,1100.3971,3880000.0,3526.0,242500.0,,60608.0,0.0001530272,0.1,1.3643886 +958.8,889.3939,0.13162062,1100.7357,3890000.0,3534.0,243125.0,,60768.0,0.0001527712,0.1,1.3959152 +992.5,890.74097,0.0950548,1101.0729,3900000.0,3542.0,243750.0,,60928.0,0.0001525152,0.1,1.4145083 +987.1,892.445,0.22099842,1101.0983,3910000.0,3551.0,244375.0,,61088.0,0.0001522592,0.1,1.514107 +980.2,893.961,0.20285448,1100.8143,3920000.0,3561.0,245000.0,,61248.0,0.0001520032,0.1,1.5828085 +969.7,895.3851,0.023104098,1101.1488,3930000.0,3569.0,245625.0,,61376.0,0.0001517984,0.1,1.6965477 +957.2,896.658,0.052932803,1100.8662,3940000.0,3579.0,246250.0,,61536.0,0.0001515424,0.1,1.631955 +917.2,897.4281,0.04054833,1100.8918,3950000.0,3588.0,246875.0,,61696.0,0.0001512864,0.1,1.4549987 +907.5,898.1451,0.088302486,1100.9175,3960000.0,3597.0,247500.0,,61856.0,0.0001510304,0.1,1.4311624 +900.7,898.58813,0.11680922,1100.9429,3970000.0,3606.0,248125.0,,62016.0,0.0001507744,0.1,1.246028 +901.0,898.97,0.12460245,1100.9681,3980000.0,3615.0,248750.0,,62176.0,0.0001505184,0.1,1.2514521 +909.1,899.4671,0.09535992,1100.9934,3990000.0,3624.0,249375.0,,62336.0,0.0001502624,0.1,1.42119 +915.0,900.049,0.104347534,1101.3215,4000000.0,3632.0,250000.0,,62496.0,0.0001500064,0.1,1.1883016 +910.8,900.471,0.1264245,1101.0433,4010000.0,3642.0,250625.0,,62656.0,0.0001497504,0.1,1.2584808 +917.9,901.0239,0.09613395,1101.0682,4020000.0,3651.0,251250.0,,62784.0,0.0001495456,0.1,1.3085601 +926.2,901.674,0.1223205,1101.3938,4030000.0,3659.0,251875.0,,62944.0,0.0001492896,0.1,1.5121262 +920.9,902.67096,0.07054082,1101.4177,4040000.0,3668.0,252500.0,,63104.0,0.0001490336,0.1,1.3234411 +932.3,903.82104,0.08697598,1101.741,4050000.0,3676.0,253125.0,,63264.0,0.0001487776,0.1,1.6509327 +932.0,904.86896,0.07531058,1101.7639,4060000.0,3685.0,253750.0,,63424.0,0.0001485216,0.1,1.3943299 +905.4,905.81,0.09797232,1102.0851,4070000.0,3693.0,254375.0,,63584.0,0.0001482656,0.1,1.2509863 +901.3,906.5889,0.1146745,1101.8093,4080000.0,3703.0,255000.0,,63744.0,0.0001480096,0.1,1.363684 +925.1,907.49603,0.15805641,1101.8319,4090000.0,3712.0,255625.0,,63904.0,0.0001477536,0.1,1.2811131 +907.2,908.15,0.18560654,1101.8544,4100000.0,3721.0,256250.0,,64032.0,0.0001475488,0.1,1.2395451 +900.2,908.69806,0.18805254,1101.8767,4110000.0,3730.0,256875.0,,64192.0,0.0001472928,0.1,1.159471 +894.2,909.1641,0.11495208,1101.8989,4120000.0,3739.0,257500.0,,64352.0,0.0001470368,0.1,1.4532616 +894.1,909.68616,0.13045159,1102.2151,4130000.0,3747.0,258125.0,,64512.0,0.0001467808,0.1,1.5367773 +891.5,910.21814,0.1543657,1102.5299,4140000.0,3755.0,258750.0,,64672.0,0.0001465248,0.1,1.1223569 +907.6,910.9001,0.13022943,1101.965,4150000.0,3766.0,259375.0,,64832.0,0.0001462688,0.1,1.4292579 +889.1,911.34705,0.07074537,1101.4032,4160000.0,3777.0,260000.0,,64992.0,0.0001460128,0.1,1.1909566 +900.0,911.7511,0.19398212,1101.1355,4170000.0,3787.0,260625.0,,65152.0,0.0001457568,0.1,0.976691 +928.4,912.444,-0.0005757276,1101.159,4180000.0,3796.0,261250.0,,65312.0,0.0001455008,0.1,1.4478927 +946.8,913.23596,0.12942845,1101.1826,4190000.0,3805.0,261875.0,,65440.0,0.000145296,0.1,1.4673573 +979.8,914.2539,0.058848094,1101.4949,4200000.0,3813.0,262500.0,,65600.0,0.00014504,0.1,1.4285872 +999.7,915.58795,0.10697808,1101.2294,4210000.0,3823.0,263125.0,,65760.0,0.000144784,0.1,1.3721584 +998.0,916.905,0.19181038,1101.54,4220000.0,3831.0,263750.0,,65920.0,0.000144528,0.1,1.491619 +1006.4,918.49896,0.17917505,1101.5625,4230000.0,3840.0,264375.0,,66080.0,0.000144272,0.1,1.315345 +1008.6,920.2391,0.15153472,1101.8711,4240000.0,3848.0,265000.0,,66240.0,0.000144016,0.1,1.448978 +1013.9,922.10297,0.15153398,1102.1785,4250000.0,3856.0,265625.0,,66400.0,0.00014376,0.1,1.3476274 +1014.1,924.02295,0.09906023,1102.4845,4260000.0,3864.0,266250.0,,66560.0,0.000143504,0.1,1.4891524 +960.6,925.32404,0.115927525,1102.5045,4270000.0,3873.0,266875.0,,66688.0,0.0001432992,0.1,1.1951518 +967.4,926.59406,0.24327481,1102.5244,4280000.0,3882.0,267500.0,,66848.0,0.0001430432,0.1,1.7262678 +962.2,927.98706,0.08065199,1102.8278,4290000.0,3890.0,268125.0,,67008.0,0.0001427872,0.1,1.4628583 +959.4,929.353,0.052980233,1102.8469,4300000.0,3899.0,268750.0,,67168.0,0.0001425312,0.1,1.4682992 +946.0,930.5709,0.13070539,1103.1482,4310000.0,3907.0,269375.0,,67328.0,0.0001422752,0.1,1.487316 +955.5,931.60205,0.16319136,1103.1665,4320000.0,3916.0,270000.0,,67488.0,0.0001420192,0.1,1.2835398 +977.8,932.79694,0.070208706,1103.1847,4330000.0,3925.0,270625.0,,67648.0,0.0001417632,0.1,1.4614556 +994.2,934.01904,0.1775684,1103.4834,4340000.0,3933.0,271250.0,,67808.0,0.0001415072,0.1,1.3359166 +995.9,935.114,0.17961559,1102.9412,4350000.0,3944.0,271875.0,,67968.0,0.0001412512,0.1,1.3181626 +1000.8,936.171,0.105970606,1103.2389,4360000.0,3952.0,272500.0,,68096.0,0.0001410464,0.1,1.4038674 +998.2,937.091,0.11707135,1102.9783,4370000.0,3962.0,273125.0,,68256.0,0.0001407904,0.1,1.387 +989.3,938.053,0.17116736,1102.9967,4380000.0,3971.0,273750.0,,68416.0,0.0001405344,0.1,1.7836858 +986.3,939.10297,0.1467995,1103.2922,4390000.0,3979.0,274375.0,,68576.0,0.0001402784,0.1,1.4059647 +976.4,940.209,0.17785823,1103.0333,4400000.0,3989.0,275000.0,,68736.0,0.0001400224,0.1,1.349865 +966.7,941.17896,0.118036754,1103.0515,4410000.0,3998.0,275625.0,,68896.0,0.0001397664,0.1,1.2028815 +956.7,942.11505,0.118097946,1103.345,4420000.0,4006.0,276250.0,,69056.0,0.0001395104,0.1,1.3254663 +947.3,942.942,0.1833027,1103.3624,4430000.0,4015.0,276875.0,,69216.0,0.0001392544,0.1,1.3992517 +935.2,943.44006,0.113257825,1103.6539,4440000.0,4023.0,277500.0,,69344.0,0.0001390496,0.1,1.3367203 +958.5,944.085,0.06444586,1103.6707,4450000.0,4032.0,278125.0,,69504.0,0.0001387936,0.1,1.2640036 +947.9,944.485,0.11682291,1103.9604,4460000.0,4040.0,278750.0,,69664.0,0.0001385376,0.1,1.1303258 +939.0,944.74304,0.1416622,1103.7037,4470000.0,4050.0,279375.0,,69824.0,0.0001382816,0.1,1.0333219 +922.3,944.93994,0.08540881,1103.7201,4480000.0,4059.0,280000.0,,69984.0,0.0001380256,0.1,1.3816633 +947.7,944.935,0.12064716,1103.4652,4490000.0,4069.0,280625.0,,70144.0,0.0001377696,0.1,1.7290709 +939.8,944.798,0.0590879,1103.7528,4500000.0,4077.0,281250.0,,70304.0,0.0001375136,0.1,1.2367795 +954.8,944.772,0.10372043,1103.4989,4510000.0,4087.0,281875.0,,70464.0,0.0001372576,0.1,1.5746537 +970.7,944.96295,0.088342644,1103.7852,4520000.0,4095.0,282500.0,,70624.0,0.0001370016,0.1,1.2491095 +995.5,945.3,0.20125861,1104.0702,4530000.0,4103.0,283125.0,,70752.0,0.0001367968,0.1,1.4514341 +985.0,945.61,0.12109806,1104.3541,4540000.0,4111.0,283750.0,,70912.0,0.0001365408,0.1,1.1536146 +1000.1,946.00903,0.050508935,1104.3689,4550000.0,4120.0,284375.0,,71072.0,0.0001362848,0.1,1.312033 +1023.2,947.091,0.10392338,1104.3837,4560000.0,4129.0,285000.0,,71232.0,0.0001360288,0.1,1.1929808 +1057.0,948.4031,0.11639439,1104.6652,4570000.0,4137.0,285625.0,,71392.0,0.0001357728,0.1,1.1488979 +1054.1,949.752,0.145522,1104.9457,4580000.0,4145.0,286250.0,,71552.0,0.0001355168,0.1,1.4289677 +1018.3,950.844,0.16247061,1104.9591,4590000.0,4154.0,286875.0,,71712.0,0.0001352608,0.1,1.4050803 +991.8,951.834,0.16320269,1105.2379,4600000.0,4162.0,287500.0,,71872.0,0.0001350048,0.1,1.4474804 +1006.6,952.819,0.08842776,1105.2505,4610000.0,4171.0,288125.0,,72000.0,0.0001348,0.1,1.2761623 +1033.0,954.239,0.068966955,1105.5276,4620000.0,4179.0,288750.0,,72160.0,0.000134544,0.1,1.5089846 +991.6,955.13904,0.10967421,1105.5397,4630000.0,4188.0,289375.0,,72320.0,0.000134288,0.1,1.4171664 +968.5,955.637,0.19051716,1105.5516,4640000.0,4197.0,290000.0,,72480.0,0.000134032,0.1,1.2996595 +975.6,956.21405,0.06250253,1105.5635,4650000.0,4206.0,290625.0,,72640.0,0.000133776,0.1,1.4211571 +998.7,956.815,0.05581335,1105.5753,4660000.0,4215.0,291250.0,,72800.0,0.00013352,0.1,1.546582 +1008.0,957.2721,0.13536692,1105.5872,4670000.0,4224.0,291875.0,,72960.0,0.000133264,0.1,1.387068 +1008.7,957.6671,0.07910566,1105.8601,4680000.0,4232.0,292500.0,,73120.0,0.000133008,0.1,1.482569 +981.2,957.3371,0.03659409,1105.8712,4690000.0,4241.0,293125.0,,73280.0,0.000132752,0.1,1.3171167 +996.6,957.2851,0.07839792,1106.1426,4700000.0,4249.0,293750.0,,73408.0,0.0001325472,0.1,1.5432698 +1005.2,957.5242,0.07885612,1106.413,4710000.0,4257.0,294375.0,,73568.0,0.0001322912,0.1,1.8829391 +999.5,957.63306,0.114838585,1106.6823,4720000.0,4265.0,295000.0,,73728.0,0.0001320352,0.1,1.1546617 +990.3,957.85,0.18759643,1106.174,4730000.0,4276.0,295625.0,,73888.0,0.0001317792,0.1,1.0156834 +1011.7,958.3691,0.037525233,1106.1843,4740000.0,4285.0,296250.0,,74048.0,0.0001315232,0.1,1.2444298 +1004.4,958.86,0.09215735,1106.1947,4750000.0,4294.0,296875.0,,74208.0,0.0001312672,0.1,1.1472476 +1000.8,959.1339,0.19934773,1106.4622,4760000.0,4302.0,297500.0,,74368.0,0.0001310112,0.1,1.2935581 +998.5,959.717,0.06256603,1106.4718,4770000.0,4311.0,298125.0,,74528.0,0.0001307552,0.1,1.4197739 +977.0,960.02594,0.104346015,1106.4814,4780000.0,4320.0,298750.0,,74656.0,0.0001305504,0.1,1.3220696 +977.8,960.3989,0.13077888,1106.7468,4790000.0,4328.0,299375.0,,74816.0,0.0001302944,0.1,1.288637 +989.9,960.77893,0.11778282,1106.7559,4800000.0,4337.0,300000.0,,74976.0,0.0001300384,0.1,1.3413978 +989.6,961.2609,0.11837439,1106.5103,4810000.0,4347.0,300625.0,,75136.0,0.0001297824,0.1,1.5092415 +983.8,961.7879,0.115696795,1106.5198,4820000.0,4356.0,301250.0,,75296.0,0.0001295264,0.1,1.2413896 +998.5,963.0709,0.07452577,1106.5292,4830000.0,4365.0,301875.0,,75456.0,0.0001292704,0.1,1.6230539 +1012.8,964.342,0.012154801,1106.5387,4840000.0,4374.0,302500.0,,75616.0,0.0001290144,0.1,1.4849833 +1036.7,965.6959,0.156213,1106.8005,4850000.0,4382.0,303125.0,,75776.0,0.0001287584,0.1,1.3794403 +1025.7,966.807,0.15851188,1106.8093,4860000.0,4391.0,303750.0,,75936.0,0.0001285024,0.1,1.4569366 +1014.9,967.70306,0.038699273,1107.0698,4870000.0,4399.0,304375.0,,76064.0,0.0001282976,0.1,1.7083445 +1034.2,968.48914,0.056685757,1107.078,4880000.0,4408.0,305000.0,,76224.0,0.0001280416,0.1,1.1520321 +1044.9,969.35,0.1574942,1107.0863,4890000.0,4417.0,305625.0,,76384.0,0.0001277856,0.1,1.43801 +1056.8,969.993,0.13103051,1107.0945,4900000.0,4426.0,306250.0,,76544.0,0.0001275296,0.1,1.4309528 +1046.8,970.5899,0.22648479,1107.1025,4910000.0,4435.0,306875.0,,76704.0,0.0001272736,0.1,1.302228 +1053.5,971.3229,0.15924482,1107.1107,4920000.0,4444.0,307500.0,,76864.0,0.0001270176,0.1,1.3552914 +1054.2,972.16797,0.15490834,1106.8702,4930000.0,4454.0,308125.0,,77024.0,0.0001267616,0.1,1.5155475 +1072.5,973.32104,0.07209659,1106.8788,4940000.0,4463.0,308750.0,,77184.0,0.0001265056,0.1,1.3334074 +1051.8,974.66705,0.08587397,1107.1349,4950000.0,4471.0,309375.0,,77312.0,0.0001263008,0.1,1.0991207 +1064.2,976.2341,0.19524035,1106.8958,4960000.0,4481.0,310000.0,,77472.0,0.0001260448,0.1,1.5162385 +1072.9,977.956,0.19035846,1107.1508,4970000.0,4489.0,310625.0,,77632.0,0.0001257888,0.1,1.3145782 +1068.3,979.62897,0.18441714,1107.1587,4980000.0,4498.0,311250.0,,77792.0,0.0001255328,0.1,1.2727423 +1046.8,981.00604,0.10890798,1107.4124,4990000.0,4506.0,311875.0,,77952.0,0.0001252768,0.1,1.3540571 +1063.5,982.49084,0.13763891,1107.4197,5000000.0,4515.0,312500.0,,78112.0,0.0001250208,0.1,1.4242957 +1061.0,983.993,0.16919057,1107.427,5010000.0,4524.0,313125.0,,78272.0,0.0001247648,0.1,1.0641806 +1070.3,985.51697,0.15708913,1107.6787,5020000.0,4532.0,313750.0,,78432.0,0.0001245088,0.1,1.3217218 +1024.1,986.49603,0.15388216,1107.4417,5030000.0,4542.0,314375.0,,78592.0,0.0001242528,0.1,1.1381631 +1017.7,987.464,0.22914685,1107.4489,5040000.0,4551.0,315000.0,,78720.0,0.000124048,0.1,1.3460026 +1003.5,988.176,0.005730574,1107.2134,5050000.0,4561.0,315625.0,,78880.0,0.000123792,0.1,1.3284827 +1010.7,988.96313,0.16131735,1107.221,5060000.0,4570.0,316250.0,,79040.0,0.000123536,0.1,1.3212659 +987.6,989.7851,0.12072895,1107.2286,5070000.0,4579.0,316875.0,,79200.0,0.00012328,0.1,1.2997293 +981.5,990.58704,0.13319807,1107.4777,5080000.0,4587.0,317500.0,,79360.0,0.000123024,0.1,1.1544453 +992.5,991.261,0.20773491,1107.4847,5090000.0,4596.0,318125.0,,79520.0,0.000122768,0.1,1.3094568 +1012.2,992.3111,0.1120948,1107.4918,5100000.0,4605.0,318750.0,,79680.0,0.000122512,0.1,1.200294 +1003.4,993.343,0.08726831,1107.4989,5110000.0,4614.0,319375.0,,79840.0,0.000122256,0.1,1.29649 +1021.1,994.61206,0.16349304,1107.506,5120000.0,4623.0,320000.0,,80000.0,0.000122,0.1,1.2647724 +987.4,995.545,0.13207029,1107.7521,5130000.0,4631.0,320625.0,,80128.0,0.0001217952,0.1,1.4269956 +981.3,996.443,0.13119644,1107.7587,5140000.0,4640.0,321250.0,,80288.0,0.0001215392,0.1,1.3133593 +996.9,997.33594,0.14297377,1108.0034,5150000.0,4648.0,321875.0,,80448.0,0.0001212832,0.1,1.3702188 +988.3,998.3279,0.10414023,1107.7716,5160000.0,4658.0,322500.0,,80608.0,0.0001210272,0.1,1.2134385 +950.7,998.8349,0.053640224,1107.7781,5170000.0,4667.0,323125.0,,80768.0,0.0001207712,0.1,1.219444 +934.5,998.896,0.05711779,1107.7844,5180000.0,4676.0,323750.0,,80928.0,0.0001205152,0.1,1.1301985 +946.4,998.89197,0.14200115,1107.5544,5190000.0,4686.0,324375.0,,81088.0,0.0001202592,0.1,1.257707 +961.7,998.711,0.108019575,1107.7972,5200000.0,4694.0,325000.0,,81248.0,0.0001200032,0.1,1.2884668 +963.2,998.346,0.09969911,1108.0392,5210000.0,4702.0,325625.0,,81376.0,0.0001197984,0.1,1.4405502 +930.2,997.668,0.10984597,1107.8098,5220000.0,4712.0,326250.0,,81536.0,0.0001195424,0.1,1.3502775 +944.7,997.0511,0.120315835,1108.0509,5230000.0,4720.0,326875.0,,81696.0,0.0001192864,0.1,1.487742 +947.7,996.44214,0.11631279,1108.291,5240000.0,4728.0,327500.0,,81856.0,0.0001190304,0.1,1.2652738 +967.0,995.97314,0.10193196,1108.0625,5250000.0,4738.0,328125.0,,82016.0,0.0001187744,0.1,1.3477378 +943.4,995.2661,0.12765291,1108.0682,5260000.0,4747.0,328750.0,,82176.0,0.0001185184,0.1,1.2885312 +953.9,995.19904,0.109546095,1108.307,5270000.0,4755.0,329375.0,,82336.0,0.0001182624,0.1,1.5087318 +976.9,995.294,0.11811135,1108.0797,5280000.0,4765.0,330000.0,,82496.0,0.0001180064,0.1,1.373008 +997.6,995.64795,0.08728195,1108.3176,5290000.0,4773.0,330625.0,,82656.0,0.0001177504,0.1,1.2290835 +1033.7,996.391,0.14421202,1108.5547,5300000.0,4781.0,331250.0,,82784.0,0.0001175456,0.1,1.501859 +1027.9,997.2101,0.08021697,1108.5594,5310000.0,4790.0,331875.0,,82944.0,0.0001172896,0.1,1.2283092 +1055.8,998.2131,0.09712453,1108.3334,5320000.0,4800.0,332500.0,,83104.0,0.0001170336,0.1,1.4733609 +1053.8,998.973,0.11404616,1108.3385,5330000.0,4809.0,333125.0,,83264.0,0.0001167776,0.1,1.2323774 +1099.9,1000.0299,0.12297994,1108.5739,5340000.0,4817.0,333750.0,,83424.0,0.0001165216,0.1,1.193645 +1097.6,1001.04706,0.2778922,1108.5785,5350000.0,4826.0,334375.0,,83584.0,0.0001162656,0.1,1.3282722 +1084.4,1001.883,0.16858758,1108.5833,5360000.0,4835.0,335000.0,,83744.0,0.0001160096,0.1,1.3097718 +1089.9,1002.8,0.07915168,1108.8169,5370000.0,4843.0,335625.0,,83904.0,0.0001157536,0.1,1.3167536 +1071.3,1003.61993,0.1856698,1109.0497,5380000.0,4851.0,336250.0,,84032.0,0.0001155488,0.1,1.2036004 +1059.8,1004.3549,0.1211616,1109.0535,5390000.0,4860.0,336875.0,,84192.0,0.0001152928,0.1,1.3824492 +1052.5,1005.11597,0.11910164,1109.2852,5400000.0,4868.0,337500.0,,84352.0,0.0001150368,0.1,1.2598478 +1040.5,1005.8539,0.18126859,1109.2885,5410000.0,4877.0,338125.0,,84512.0,0.0001147808,0.1,1.1778371 +1027.2,1006.55896,0.16556188,1109.2919,5420000.0,4886.0,338750.0,,84672.0,0.0001145248,0.1,1.0369475 +1009.2,1007.17804,0.1321667,1109.2952,5430000.0,4895.0,339375.0,,84832.0,0.0001142688,0.1,1.4298234 +995.6,1007.7821,0.11990388,1109.5248,5440000.0,4903.0,340000.0,,84992.0,0.0001140128,0.1,1.2286314 +971.7,1007.9141,0.18953952,1109.5277,5450000.0,4912.0,340625.0,,85152.0,0.0001137568,0.1,1.1487945 +984.5,1008.2801,0.092133455,1109.3052,5460000.0,4922.0,341250.0,,85312.0,0.0001135008,0.1,1.4977083 +1005.3,1008.94305,0.08861049,1109.5334,5470000.0,4930.0,341875.0,,85440.0,0.000113296,0.1,1.3212725 +1012.2,1009.84204,0.098295145,1109.3118,5480000.0,4940.0,342500.0,,85600.0,0.00011304,0.1,1.3951602 +1027.3,1010.63794,0.01228282,1109.3151,5490000.0,4949.0,343125.0,,85760.0,0.000112784,0.1,1.4447906 +1060.9,1011.849,0.018622126,1109.3182,5500000.0,4958.0,343750.0,,85920.0,0.000112528,0.1,1.2210498 +1080.4,1013.105,0.22512965,1109.3215,5510000.0,4967.0,344375.0,,86080.0,0.000112272,0.1,1.2600998 +1086.3,1014.2609,0.031282045,1109.3247,5520000.0,4976.0,345000.0,,86240.0,0.000112016,0.1,1.7914847 +1132.4,1015.62994,0.06479719,1109.1055,5530000.0,4986.0,345625.0,,86400.0,0.00011176,0.1,1.2437868 +1146.5,1017.245,0.16160226,1109.1091,5540000.0,4995.0,346250.0,,86560.0,0.000111504,0.1,1.2163453 +1173.6,1018.98,0.18360685,1109.3344,5550000.0,5003.0,346875.0,,86688.0,0.0001112992,0.1,1.3050977 +1178.8,1020.53595,0.102236204,1109.559,5560000.0,5011.0,347500.0,,86848.0,0.0001110432,0.1,1.4397547 +1165.0,1021.616,0.101584226,1109.5618,5570000.0,5020.0,348125.0,,87008.0,0.0001107872,0.1,0.9312827 +1164.2,1022.71704,0.20809428,1109.344,5580000.0,5030.0,348750.0,,87168.0,0.0001105312,0.1,1.3401289 +1169.5,1024.229,0.15509786,1109.347,5590000.0,5039.0,349375.0,,87328.0,0.0001102752,0.1,1.502703 +1133.6,1025.647,0.1329798,1109.3502,5600000.0,5048.0,350000.0,,87488.0,0.0001100192,0.1,1.3028548 +1144.0,1027.021,0.057789102,1109.3534,5610000.0,5057.0,350625.0,,87648.0,0.0001097632,0.1,1.3955708 +1108.8,1027.7789,0.06607876,1109.1376,5620000.0,5067.0,351250.0,,87808.0,0.0001095072,0.1,1.3225317 +1094.6,1028.8091,0.12899052,1109.1411,5630000.0,5076.0,351875.0,,87968.0,0.0001092512,0.1,1.3057867 +1078.1,1029.905,0.10900325,1109.3627,5640000.0,5084.0,352500.0,,88096.0,0.0001090464,0.1,1.3316143 +1084.7,1030.9961,0.122540586,1109.3658,5650000.0,5093.0,353125.0,,88256.0,0.0001087904,0.1,1.3947008 +1071.2,1031.7211,0.073370874,1109.3689,5660000.0,5102.0,353750.0,,88416.0,0.0001085344,0.1,1.5287313 +1065.2,1032.2931,0.071286574,1109.372,5670000.0,5111.0,354375.0,,88576.0,0.0001082784,0.1,1.4212683 +1064.4,1032.8501,0.087512046,1109.5917,5680000.0,5119.0,355000.0,,88736.0,0.0001080224,0.1,1.2243378 +1080.4,1033.842,0.20220618,1109.5944,5690000.0,5128.0,355625.0,,88896.0,0.0001077664,0.1,1.374501 +1093.8,1034.814,0.17322436,1109.597,5700000.0,5137.0,356250.0,,89056.0,0.0001075104,0.1,1.4924581 +1065.0,1035.412,0.07167267,1109.5997,5710000.0,5146.0,356875.0,,89216.0,0.0001072544,0.1,1.3153698 +1104.9,1036.466,0.18421882,1110.033,5720000.0,5153.0,357500.0,,89344.0,0.0001070496,0.1,1.3850045 +1107.6,1037.639,0.062124047,1110.0349,5730000.0,5162.0,358125.0,,89504.0,0.0001067936,0.1,1.2607412 +1127.8,1038.8,0.13182323,1110.0367,5740000.0,5171.0,358750.0,,89664.0,0.0001065376,0.1,1.3835969 +1128.9,1040.0449,0.16187932,1109.8243,5750000.0,5181.0,359375.0,,89824.0,0.0001062816,0.1,1.2050369 +1122.4,1041.261,0.12745744,1110.0405,5760000.0,5189.0,360000.0,,89984.0,0.0001060256,0.1,1.5490491 +1148.6,1042.762,0.046125386,1110.0424,5770000.0,5198.0,360625.0,,90144.0,0.0001057696,0.1,1.2961863 +1135.2,1044.344,0.23784517,1110.2574,5780000.0,5206.0,361250.0,,90304.0,0.0001055136,0.1,1.3990058 +1136.2,1045.9281,0.0075792917,1110.2589,5790000.0,5215.0,361875.0,,90464.0,0.0001052576,0.1,1.4524384 +1158.5,1047.614,0.075763814,1110.2604,5800000.0,5224.0,362500.0,,90624.0,0.0001050016,0.1,1.2568454 +1158.3,1049.301,0.16563763,1110.2618,5810000.0,5233.0,363125.0,,90752.0,0.0001047968,0.1,1.2671316 +1117.7,1050.64,0.10828692,1110.4751,5820000.0,5241.0,363750.0,,90912.0,0.0001045408,0.1,1.3784856 +1121.4,1051.869,0.09650012,1110.6877,5830000.0,5249.0,364375.0,,91072.0,0.0001042848,0.1,1.210731 +1120.7,1052.948,0.08720443,1110.6885,5840000.0,5258.0,365000.0,,91232.0,0.0001040288,0.1,1.1456666 +1118.8,1053.769,0.083026834,1110.9001,5850000.0,5266.0,365625.0,,91392.0,0.0001037728,0.1,1.3796616 +1093.6,1054.448,0.092053525,1111.1111,5860000.0,5274.0,366250.0,,91552.0,0.0001035168,0.1,1.45054 +1076.0,1055.059,0.10955808,1111.1111,5870000.0,5283.0,366875.0,,91712.0,0.0001032608,0.1,1.3773148 +1056.1,1055.2781,0.04756951,1111.3212,5880000.0,5291.0,367500.0,,91872.0,0.0001030048,0.1,1.2601571 +1073.3,1055.562,0.15215005,1111.5305,5890000.0,5299.0,368125.0,,92000.0,0.0001028,0.1,1.2930756 +1070.4,1055.698,0.09267652,1111.5298,5900000.0,5308.0,368750.0,,92160.0,0.000102544,0.1,1.0396106 +1088.6,1056.116,0.0564171,1111.7382,5910000.0,5316.0,369375.0,,92320.0,0.000102288,0.1,1.1148865 +1078.4,1056.3649,0.27649045,1111.737,5920000.0,5325.0,370000.0,,92480.0,0.000102032,0.1,1.206816 +1083.0,1056.653,0.039644543,1111.7361,5930000.0,5334.0,370625.0,,92640.0,0.000101776,0.1,1.2707859 +1065.0,1056.578,0.13676813,1111.9431,5940000.0,5342.0,371250.0,,92800.0,0.00010152,0.1,1.2309813 +1064.9,1056.7089,0.16777693,1111.9417,5950000.0,5351.0,371875.0,,92960.0,0.000101264,0.1,1.1410667 +1071.2,1056.7789,0.08350276,1111.9403,5960000.0,5360.0,372500.0,,93120.0,0.000101008,0.1,1.2591187 +1054.9,1056.599,0.100585625,1111.7318,5970000.0,5370.0,373125.0,,93280.0,0.000100752,0.1,1.1493723 +1054.0,1056.4559,0.13385983,1112.1443,5980000.0,5377.0,373750.0,,93408.0,0.0001005472,0.1,1.1853788 +1051.1,1056.499,0.065922536,1112.1426,5990000.0,5386.0,374375.0,,93568.0,0.0001002912,0.1,1.119868 +1028.8,1056.152,0.18863605,1112.347,6000000.0,5394.0,375000.0,,93728.0,0.0001000352,0.1,1.2077664 +1018.5,1055.7269,0.092930354,1112.1392,6010000.0,5404.0,375625.0,,93888.0,9.97792e-05,0.1,1.3850031 +1065.9,1055.683,0.21166934,1112.1375,6020000.0,5413.0,376250.0,,94048.0,9.95232e-05,0.1,1.0979012 +1057.8,1056.0199,0.11387755,1112.341,6030000.0,5421.0,376875.0,,94208.0,9.92672e-05,0.1,1.0316652 +1031.9,1056.162,0.111204654,1112.5437,6040000.0,5429.0,377500.0,,94368.0,9.90112e-05,0.1,1.3641045 +1021.9,1056.346,0.18587796,1112.5414,6050000.0,5438.0,378125.0,,94528.0,9.87552e-05,0.1,1.2098316 +1036.6,1056.605,0.13822414,1112.7433,6060000.0,5446.0,378750.0,,94656.0,9.85504e-05,0.1,1.4583218 +1044.6,1057.175,0.06671403,1112.7406,6070000.0,5455.0,379375.0,,94816.0,9.82944e-05,0.1,1.0486002 +1069.3,1058.0531,0.08004636,1112.9417,6080000.0,5463.0,380000.0,,94976.0,9.80384e-05,0.1,1.191762 +1067.4,1058.802,0.1861126,1112.7352,6090000.0,5473.0,380625.0,,95136.0,9.77824e-05,0.1,1.1935883 +1053.3,1059.213,0.0036268113,1112.7325,6100000.0,5482.0,381250.0,,95296.0,9.75264e-05,0.1,1.2259496 +1086.2,1060.041,0.15067151,1112.73,6110000.0,5491.0,381875.0,,95456.0,9.72704e-05,0.1,1.0953169 +1083.4,1060.664,0.043219835,1112.7273,6120000.0,5500.0,382500.0,,95616.0,9.70144e-05,0.1,1.1910033 +1090.2,1061.692,0.094414644,1112.7246,6130000.0,5509.0,383125.0,,95776.0,9.67584e-05,0.1,1.0814452 +1100.4,1062.883,0.08745964,1112.722,6140000.0,5518.0,383750.0,,95936.0,9.65024e-05,0.1,1.3048052 +1097.9,1063.8931,0.018220643,1112.9208,6150000.0,5526.0,384375.0,,96064.0,9.62976e-05,0.1,1.2477186 +1080.4,1064.814,0.061009746,1113.1189,6160000.0,5534.0,385000.0,,96224.0,9.60416e-05,0.1,1.2291236 +1074.0,1066.047,0.061041445,1112.9149,6170000.0,5544.0,385625.0,,96384.0,9.57856e-05,0.1,1.1536808 +1055.9,1067.261,0.17703214,1113.1124,6180000.0,5552.0,386250.0,,96544.0,9.55296e-05,0.1,1.0565432 +1027.2,1068.0691,0.14614415,1113.1091,6190000.0,5561.0,386875.0,,96704.0,9.52736e-05,0.1,1.2697229 +1034.6,1068.7981,0.048647117,1113.3058,6200000.0,5569.0,387500.0,,96864.0,9.50176e-05,0.1,1.2599337 +1034.5,1069.5111,0.112022266,1113.5018,6210000.0,5577.0,388125.0,,97024.0,9.47616e-05,0.1,1.1919249 +1023.8,1070.4471,0.02311071,1113.498,6220000.0,5586.0,388750.0,,97184.0,9.45056e-05,0.1,1.2377845 +1012.3,1071.1229,0.12775151,1113.6932,6230000.0,5594.0,389375.0,,97312.0,9.43008e-05,0.1,1.2236469 +1015.1,1071.797,0.20843843,1113.6891,6240000.0,5603.0,390000.0,,97472.0,9.40448e-05,0.1,1.2380586 +1016.3,1072.2899,0.15630662,1113.8834,6250000.0,5611.0,390625.0,,97632.0,9.37888e-05,0.1,1.2123239 +1010.0,1072.956,0.03834551,1114.0773,6260000.0,5619.0,391250.0,,97792.0,9.35328e-05,0.1,1.1876651 +1020.2,1073.619,0.033120267,1114.2705,6270000.0,5627.0,391875.0,,97952.0,9.32768e-05,0.1,1.4285007 +1019.4,1074.044,0.054610047,1114.4631,6280000.0,5635.0,392500.0,,98112.0,9.30208e-05,0.1,1.4393632 +1021.8,1074.286,0.09644721,1114.6553,6290000.0,5643.0,393125.0,,98272.0,9.27648e-05,0.1,1.1798291 +1027.7,1074.2261,0.119875036,1114.6497,6300000.0,5652.0,393750.0,,98432.0,9.25088e-05,0.1,1.3992226 +1027.5,1074.2219,0.19283305,1114.841,6310000.0,5660.0,394375.0,,98592.0,9.22528e-05,0.1,1.2850618 +1019.6,1073.8601,0.11964459,1115.2285,6320000.0,5667.0,395000.0,,98720.0,9.2048e-05,0.1,1.2009155 +1026.3,1073.5851,0.10615341,1115.222,6330000.0,5676.0,395625.0,,98880.0,9.1792e-05,0.1,1.204412 +1033.5,1072.921,0.13731886,1115.2155,6340000.0,5685.0,396250.0,,99040.0,9.1536e-05,0.1,1.4473586 +1039.6,1072.3411,0.1726084,1115.209,6350000.0,5694.0,396875.0,,99200.0,9.128e-05,0.1,1.3358524 +1020.8,1071.705,0.16027108,1115.2025,6360000.0,5703.0,397500.0,,99360.0,9.1024e-05,0.1,1.1559758 +1042.2,1071.228,0.099565506,1115.196,6370000.0,5712.0,398125.0,,99520.0,9.0768e-05,0.1,1.1766326 +1028.8,1070.8031,0.21916562,1115.1897,6380000.0,5721.0,398750.0,,99680.0,9.0512e-05,0.1,1.4025269 +1038.4,1070.589,0.07459927,1115.1832,6390000.0,5730.0,399375.0,,99840.0,9.0256e-05,0.1,1.208091 +1031.8,1070.382,0.055632394,1114.9825,6400000.0,5740.0,400000.0,,100000.0,9e-05,0.1,1.2836483 +1069.3,1070.6699,0.1347888,1115.1705,6410000.0,5748.0,400625.0,,100128.0,8.97952e-05,0.1,1.2617881 +1077.9,1071.1769,0.13176745,1115.1642,6420000.0,5757.0,401250.0,,100288.0,8.95392e-05,0.1,1.3468096 +1062.8,1071.7129,0.03928484,1115.1578,6430000.0,5766.0,401875.0,,100448.0,8.92832e-05,0.1,1.2443883 +1064.2,1072.3989,0.13939023,1115.3446,6440000.0,5774.0,402500.0,,100608.0,8.90272e-05,0.1,1.0877577 +1032.2,1073.004,0.046206106,1115.531,6450000.0,5782.0,403125.0,,100768.0,8.87712e-05,0.1,0.94522583 +1047.9,1073.6381,0.20679972,1115.524,6460000.0,5791.0,403750.0,,100928.0,8.85152e-05,0.1,1.082043 +1026.0,1073.8451,0.15421027,1115.325,6470000.0,5801.0,404375.0,,101088.0,8.82592e-05,0.1,1.313112 +1042.5,1074.148,0.10406185,1115.1265,6480000.0,5811.0,405000.0,,101248.0,8.80032e-05,0.1,1.1618446 +1032.6,1074.201,0.046137773,1114.9287,6490000.0,5821.0,405625.0,,101376.0,8.77984e-05,0.1,1.1335696 +1019.2,1073.784,0.13851859,1114.9229,6500000.0,5830.0,406250.0,,101536.0,8.75424e-05,0.1,1.1599636 +1004.8,1073.028,0.11444356,1115.1079,6510000.0,5838.0,406875.0,,101696.0,8.72864e-05,0.1,1.1693642 +1020.1,1072.366,0.04534332,1115.2925,6520000.0,5846.0,407500.0,,101856.0,8.70304e-05,0.1,1.2614794 +1037.9,1071.4209,0.12397408,1115.0956,6530000.0,5856.0,408125.0,,102016.0,8.67744e-05,0.1,1.2378514 +1023.9,1070.195,0.069870986,1115.0895,6540000.0,5865.0,408750.0,,102176.0,8.65184e-05,0.1,1.2059286 +1034.5,1068.804,0.06408763,1115.2733,6550000.0,5873.0,409375.0,,102336.0,8.62624e-05,0.1,1.1254001 +1014.6,1067.162,0.049120553,1115.267,6560000.0,5882.0,410000.0,,102496.0,8.60064e-05,0.1,1.246953 +1040.5,1065.917,0.11980578,1115.45,6570000.0,5890.0,410625.0,,102656.0,8.57504e-05,0.1,1.0406878 +1038.2,1064.657,0.11452584,1115.8217,6580000.0,5897.0,411250.0,,102784.0,8.55456e-05,0.1,1.1649987 +1062.5,1063.587,0.2087986,1115.8145,6590000.0,5906.0,411875.0,,102944.0,8.52896e-05,0.1,1.2697685 +1059.7,1062.848,0.12675023,1115.8073,6600000.0,5915.0,412500.0,,103104.0,8.50336e-05,0.1,1.3882408 +1050.1,1061.9092,0.13002452,1115.9885,6610000.0,5923.0,413125.0,,103264.0,8.47776e-05,0.1,0.95909166 +1059.8,1061.419,0.08668814,1115.9811,6620000.0,5932.0,413750.0,,103424.0,8.45216e-05,0.1,1.3076411 +1060.1,1061.0741,0.14534959,1116.1616,6630000.0,5940.0,414375.0,,103584.0,8.42656e-05,0.1,1.1380262 +1058.2,1060.875,0.034694128,1115.9664,6640000.0,5950.0,415000.0,,103744.0,8.40096e-05,0.1,0.8966413 +1039.3,1060.421,0.1245838,1115.9591,6650000.0,5959.0,415625.0,,103904.0,8.37536e-05,0.1,1.0562036 +1048.8,1060.1969,0.093784735,1116.1388,6660000.0,5967.0,416250.0,,104032.0,8.35488e-05,0.1,1.4256985 +1050.3,1060.0479,0.16281137,1116.1312,6670000.0,5976.0,416875.0,,104192.0,8.32928e-05,0.1,1.3264935 +1042.7,1059.8309,0.061640188,1115.9371,6680000.0,5986.0,417500.0,,104352.0,8.30368e-05,0.1,1.1278567 +1036.5,1059.392,0.14439513,1115.9299,6690000.0,5995.0,418125.0,,104512.0,8.27808e-05,0.1,1.0438831 +1033.0,1058.7839,0.16365851,1115.9227,6700000.0,6004.0,418750.0,,104672.0,8.25248e-05,0.1,1.2796948 +1018.6,1058.32,0.19420159,1116.1011,6710000.0,6012.0,419375.0,,104832.0,8.22688e-05,0.1,1.3355652 +1017.1,1057.442,0.0373771,1116.0936,6720000.0,6021.0,420000.0,,104992.0,8.20128e-05,0.1,1.3913546 +1011.4,1056.48,0.13196304,1116.0862,6730000.0,6030.0,420625.0,,105152.0,8.17568e-05,0.1,0.9780468 +1001.2,1055.214,0.07922794,1116.2637,6740000.0,6038.0,421250.0,,105312.0,8.15008e-05,0.1,1.0543592 +972.8,1053.653,0.12005992,1116.256,6750000.0,6047.0,421875.0,,105440.0,8.1296e-05,0.1,1.0844374 +965.1,1052.08,0.038345963,1116.2483,6760000.0,6056.0,422500.0,,105600.0,8.104e-05,0.1,1.1040661 +982.6,1050.42,0.13557301,1116.0568,6770000.0,6066.0,423125.0,,105760.0,8.0784e-05,0.1,1.2742486 +1006.1,1049.129,0.0089346925,1116.0494,6780000.0,6075.0,423750.0,,105920.0,8.0528e-05,0.1,1.2844739 +1029.4,1048.061,0.13401797,1116.0421,6790000.0,6084.0,424375.0,,106080.0,8.0272e-05,0.1,1.1847897 +1009.9,1046.575,0.12862109,1116.0348,6800000.0,6093.0,425000.0,,106240.0,8.0016e-05,0.1,1.1276737 +1028.1,1045.273,0.06106666,1116.0276,6810000.0,6102.0,425625.0,,106400.0,7.976e-05,0.1,1.3980132 +1034.5,1044.4409,0.18226188,1116.203,6820000.0,6110.0,426250.0,,106560.0,7.9504e-05,0.1,1.3001027 +1051.3,1043.7399,0.17260155,1116.3779,6830000.0,6118.0,426875.0,,106688.0,7.92992e-05,0.1,1.1843722 +1072.2,1043.2549,0.16294025,1116.0059,6840000.0,6129.0,427500.0,,106848.0,7.90432e-05,0.1,1.3260664 +1064.5,1042.7119,0.20133187,1115.9987,6850000.0,6138.0,428125.0,,107008.0,7.87872e-05,0.1,1.2689528 +1040.6,1042.182,0.048634734,1115.9916,6860000.0,6147.0,428750.0,,107168.0,7.85312e-05,0.1,1.019412 +1024.3,1041.6649,0.10956699,1116.1658,6870000.0,6155.0,429375.0,,107328.0,7.82752e-05,0.1,1.2141716 +1032.4,1041.428,0.16573757,1115.9773,6880000.0,6165.0,430000.0,,107488.0,7.80192e-05,0.1,1.0510461 +1028.1,1040.976,0.12856428,1115.7894,6890000.0,6175.0,430625.0,,107648.0,7.77632e-05,0.1,1.371728 +1022.3,1040.4949,0.12012175,1115.6023,6900000.0,6185.0,431250.0,,107808.0,7.75072e-05,0.1,1.2563981 +1014.1,1039.7499,0.13361615,1115.4156,6910000.0,6195.0,431875.0,,107968.0,7.72512e-05,0.1,1.1666688 +1016.5,1039.131,0.16433597,1115.7692,6920000.0,6202.0,432500.0,,108096.0,7.70464e-05,0.1,1.1081803 +1009.9,1038.3999,0.16323847,1115.7623,6930000.0,6211.0,433125.0,,108256.0,7.67904e-05,0.1,1.2604375 +1018.2,1037.932,0.14537288,1115.7556,6940000.0,6220.0,433750.0,,108416.0,7.65344e-05,0.1,1.0735335 +1015.8,1037.4409,0.090159014,1115.7489,6950000.0,6229.0,434375.0,,108576.0,7.62784e-05,0.1,1.2432802 +1030.2,1037.031,0.16810691,1116.1001,6960000.0,6236.0,435000.0,,108736.0,7.60224e-05,0.1,1.4708323 +1024.2,1036.724,0.02122315,1116.0929,6970000.0,6245.0,435625.0,,108896.0,7.57664e-05,0.1,1.3551333 +1020.2,1036.386,0.09879057,1116.2642,6980000.0,6253.0,436250.0,,109056.0,7.55104e-05,0.1,1.1892256 +1013.0,1036.005,0.14912179,1116.435,6990000.0,6261.0,436875.0,,109216.0,7.52544e-05,0.1,1.215133 +988.5,1035.602,0.19880956,1116.4275,7000000.0,6270.0,437500.0,,109344.0,7.50496e-05,0.1,1.1705345 +1018.1,1035.598,0.17461029,1116.7755,7010000.0,6277.0,438125.0,,109504.0,7.47936e-05,0.1,1.2502253 +1015.6,1035.095,0.14704913,1116.9451,7020000.0,6285.0,438750.0,,109664.0,7.45376e-05,0.1,1.008965 +1004.8,1034.565,0.2332807,1117.2917,7030000.0,6292.0,439375.0,,109824.0,7.42816e-05,0.1,1.1773932 +985.1,1034.0969,0.117504194,1117.6377,7040000.0,6299.0,440000.0,,109984.0,7.40256e-05,0.1,1.2521995 +986.1,1033.739,0.08953455,1117.9829,7050000.0,6306.0,440625.0,,110144.0,7.37696e-05,0.1,1.2108519 +992.3,1033.2959,0.07112622,1118.1501,7060000.0,6314.0,441250.0,,110304.0,7.35136e-05,0.1,1.1932808 +987.8,1032.728,0.16398181,1118.317,7070000.0,6322.0,441875.0,,110464.0,7.32576e-05,0.1,1.1287522 +1000.3,1032.0378,0.20981559,1118.6602,7080000.0,6329.0,442500.0,,110624.0,7.30016e-05,0.1,1.1831359 +974.8,1031.1118,0.12571256,1119.0026,7090000.0,6336.0,443125.0,,110752.0,7.27968e-05,0.1,1.2984407 +993.6,1030.5149,0.12178767,1119.3441,7100000.0,6343.0,443750.0,,110912.0,7.25408e-05,0.1,0.9794146 +999.4,1029.6469,0.11881178,1119.5088,7110000.0,6351.0,444375.0,,111072.0,7.22848e-05,0.1,1.2588956 +1006.8,1028.8809,0.08187744,1119.849,7120000.0,6358.0,445000.0,,111232.0,7.20288e-05,0.1,1.2862304 +1025.6,1028.2349,0.13099857,1120.1885,7130000.0,6365.0,445625.0,,111392.0,7.17728e-05,0.1,1.2823049 +1042.2,1027.653,0.05428473,1120.3514,7140000.0,6373.0,446250.0,,111552.0,7.15168e-05,0.1,1.0745814 +1057.3,1027.247,0.08167378,1120.514,7150000.0,6381.0,446875.0,,111712.0,7.12608e-05,0.1,1.0980556 +1068.6,1027.129,0.19838825,1120.5007,7160000.0,6390.0,447500.0,,111872.0,7.10048e-05,0.1,1.1229677 +1054.7,1026.936,0.046670493,1120.8379,7170000.0,6397.0,448125.0,,112000.0,7.08e-05,0.1,0.9051289 +1048.7,1026.864,0.12636878,1120.9993,7180000.0,6405.0,448750.0,,112160.0,7.0544e-05,0.1,0.9474716 +1072.2,1027.3141,0.17640865,1121.335,7190000.0,6412.0,449375.0,,112320.0,7.0288e-05,0.1,1.2028675 +1070.9,1027.677,0.2582349,1121.4954,7200000.0,6420.0,450000.0,,112480.0,7.0032e-05,0.1,1.2169998 +1047.2,1027.804,0.13961844,1121.8298,7210000.0,6427.0,450625.0,,112640.0,6.9776e-05,0.1,1.1778921 +1031.3,1027.879,0.13064823,1121.9891,7220000.0,6435.0,451250.0,,112800.0,6.952e-05,0.1,1.0644121 +1039.3,1028.1489,0.10684289,1122.1481,7230000.0,6443.0,451875.0,,112960.0,6.9264e-05,0.1,1.2611552 +1026.3,1028.261,0.101551,1122.4806,7240000.0,6450.0,452500.0,,113120.0,6.9008e-05,0.1,1.1928324 +1042.1,1028.5189,0.17088753,1122.6385,7250000.0,6458.0,453125.0,,113280.0,6.8752e-05,0.1,1.2176986 +1052.3,1028.9419,0.08180442,1122.9698,7260000.0,6465.0,453750.0,,113408.0,6.85472e-05,0.1,1.1565931 +1047.2,1029.2119,0.18607944,1123.3004,7270000.0,6472.0,454375.0,,113568.0,6.82912e-05,0.1,1.3427689 +1033.2,1029.3501,0.042776827,1123.4568,7280000.0,6480.0,455000.0,,113728.0,6.80352e-05,0.1,1.238624 +1046.5,1029.597,0.036184207,1123.6128,7290000.0,6488.0,455625.0,,113888.0,6.77792e-05,0.1,1.3768929 +1064.8,1029.968,0.1258611,1123.9415,7300000.0,6495.0,456250.0,,114048.0,6.75232e-05,0.1,1.1029518 +1067.4,1030.367,0.13874091,1124.0966,7310000.0,6503.0,456875.0,,114208.0,6.72672e-05,0.1,1.182899 +1075.8,1030.929,0.1006738,1124.424,7320000.0,6510.0,457500.0,,114368.0,6.70112e-05,0.1,1.2250773 +1053.8,1031.2039,0.051874798,1124.5781,7330000.0,6518.0,458125.0,,114528.0,6.67552e-05,0.1,1.0662146 +1051.1,1031.3799,0.055937383,1124.9042,7340000.0,6525.0,458750.0,,114656.0,6.65504e-05,0.1,1.0828938 +1053.2,1031.516,0.14139959,1125.2296,7350000.0,6532.0,459375.0,,114816.0,6.62944e-05,0.1,1.2518268 +1080.8,1032.116,0.08418113,1125.3822,7360000.0,6540.0,460000.0,,114976.0,6.60384e-05,0.1,1.0080937 +1079.2,1032.486,0.16904648,1125.5345,7370000.0,6548.0,460625.0,,115136.0,6.57824e-05,0.1,1.2853234 +1091.2,1033.11,0.035359327,1125.6864,7380000.0,6556.0,461250.0,,115296.0,6.55264e-05,0.1,1.1674249 +1083.8,1033.564,0.07714267,1125.8379,7390000.0,6564.0,461875.0,,115456.0,6.52704e-05,0.1,1.1778425 +1110.0,1034.3461,0.07426053,1125.989,7400000.0,6572.0,462500.0,,115616.0,6.50144e-05,0.1,1.1452653 +1115.2,1034.805,0.044131424,1126.311,7410000.0,6579.0,463125.0,,115776.0,6.47584e-05,0.1,1.3602434 +1148.0,1035.506,0.05317532,1126.6322,7420000.0,6586.0,463750.0,,115936.0,6.45024e-05,0.1,1.0811257 +1128.2,1036.16,0.084091,1126.9529,7430000.0,6593.0,464375.0,,116064.0,6.42976e-05,0.1,1.1091461 +1111.7,1036.6351,0.18655066,1127.1019,7440000.0,6601.0,465000.0,,116224.0,6.40416e-05,0.1,1.0995613 +1100.3,1037.316,0.053328555,1127.5919,7450000.0,6607.0,465625.0,,116384.0,6.37856e-05,0.1,1.2508905 +1095.2,1037.7891,0.101009645,1127.74,7460000.0,6615.0,466250.0,,116544.0,6.35296e-05,0.1,1.1737623 +1087.4,1038.4031,0.15950522,1127.8877,7470000.0,6623.0,466875.0,,116704.0,6.32736e-05,0.1,1.1456071 +1083.5,1038.813,0.080482945,1128.2051,7480000.0,6630.0,467500.0,,116864.0,6.30176e-05,0.1,1.1263447 +1077.1,1039.2579,0.18318804,1128.3519,7490000.0,6638.0,468125.0,,117024.0,6.27616e-05,0.1,1.1488078 +1046.6,1039.532,0.055118628,1128.6682,7500000.0,6645.0,468750.0,,117184.0,6.25056e-05,0.1,1.2668984 +1052.9,1040.0131,0.17718837,1128.9838,7510000.0,6652.0,469375.0,,117312.0,6.23008e-05,0.1,1.0591002 +1088.6,1040.698,0.03294976,1129.2987,7520000.0,6659.0,470000.0,,117472.0,6.20448e-05,0.1,1.3006694 +1096.3,1041.282,0.08536717,1129.4435,7530000.0,6667.0,470625.0,,117632.0,6.17888e-05,0.1,1.0460615 +1093.0,1041.973,0.09666845,1129.7573,7540000.0,6674.0,471250.0,,117792.0,6.15328e-05,0.1,1.1831453 +1079.8,1042.4259,0.051798914,1129.9012,7550000.0,6682.0,471875.0,,117952.0,6.12768e-05,0.1,1.0099307 +1067.3,1042.9529,0.053216953,1130.0448,7560000.0,6690.0,472500.0,,118112.0,6.10208e-05,0.1,1.2102653 +1068.6,1043.2339,0.10434479,1130.3569,7570000.0,6697.0,473125.0,,118272.0,6.07648e-05,0.1,1.2480628 +1077.2,1043.624,0.16953683,1130.4996,7580000.0,6705.0,473750.0,,118432.0,6.05088e-05,0.1,1.3486127 +1094.2,1043.941,0.20759676,1130.8105,7590000.0,6712.0,474375.0,,118592.0,6.02528e-05,0.1,1.112601 +1065.1,1043.9951,0.083447926,1131.1207,7600000.0,6719.0,475000.0,,118720.0,6.0048e-05,0.1,1.176837 +1051.9,1044.0131,0.122985825,1131.4303,7610000.0,6726.0,475625.0,,118880.0,5.9792e-05,0.1,1.0680288 +1048.0,1043.895,0.08426944,1131.5712,7620000.0,6734.0,476250.0,,119040.0,5.9536e-05,0.1,1.1141015 +1072.8,1044.022,0.15514582,1131.7117,7630000.0,6742.0,476875.0,,119200.0,5.928e-05,0.1,1.1226296 +1091.7,1044.3569,0.18763337,1131.8518,7640000.0,6750.0,477500.0,,119360.0,5.9024e-05,0.1,1.2662023 +1087.5,1044.839,0.1742013,1131.9917,7650000.0,6758.0,478125.0,,119520.0,5.8768e-05,0.1,1.2602383 +1082.7,1045.1781,0.008239747,1132.2986,7660000.0,6765.0,478750.0,,119680.0,5.8512e-05,0.1,1.130717 +1091.7,1045.592,0.07416925,1132.6049,7670000.0,6772.0,479375.0,,119840.0,5.8256e-05,0.1,1.367693 +1083.5,1046.0001,0.1091153,1132.5763,7680000.0,6781.0,480000.0,,120000.0,5.8e-05,0.1,1.3321042 +1085.5,1046.49,0.17338108,1132.8816,7690000.0,6788.0,480625.0,,120128.0,5.77952e-05,0.1,1.2659934 +1095.6,1047.116,0.13952114,1133.0194,7700000.0,6796.0,481250.0,,120288.0,5.75392e-05,0.1,1.133745 +1094.5,1047.875,0.06958578,1133.157,7710000.0,6804.0,481875.0,,120448.0,5.72832e-05,0.1,1.0721458 +1076.5,1048.469,0.15322673,1133.2942,7720000.0,6812.0,482500.0,,120608.0,5.70272e-05,0.1,1.4861424 +1089.0,1049.245,0.15136036,1133.5973,7730000.0,6819.0,483125.0,,120768.0,5.67712e-05,0.1,1.4181316 +1082.3,1050.0559,0.04273794,1133.7338,7740000.0,6827.0,483750.0,,120928.0,5.65152e-05,0.1,1.1355857 +1060.3,1050.9309,0.1418325,1133.8698,7750000.0,6835.0,484375.0,,121088.0,5.62592e-05,0.1,1.0365063 +1053.9,1051.8188,0.19948709,1134.0055,7760000.0,6843.0,485000.0,,121248.0,5.60032e-05,0.1,1.1190524 +1054.1,1052.5339,0.050652567,1134.3065,7770000.0,6850.0,485625.0,,121376.0,5.57984e-05,0.1,1.1019298 +1055.0,1053.023,0.032477673,1134.4415,7780000.0,6858.0,486250.0,,121536.0,5.55424e-05,0.1,1.108389 +1083.4,1053.563,0.045351304,1134.5762,7790000.0,6866.0,486875.0,,121696.0,5.52864e-05,0.1,1.1343192 +1087.2,1054.336,0.07743118,1134.7104,7800000.0,6874.0,487500.0,,121856.0,5.50304e-05,0.1,1.2285287 +1087.1,1054.9261,0.13352123,1134.8445,7810000.0,6882.0,488125.0,,122016.0,5.47744e-05,0.1,1.2366619 +1083.8,1055.419,0.13374443,1134.8135,7820000.0,6891.0,488750.0,,122176.0,5.45184e-05,0.1,1.2266914 +1113.8,1056.044,0.105699316,1135.1116,7830000.0,6898.0,489375.0,,122336.0,5.42624e-05,0.1,1.1785016 +1159.7,1056.919,0.08235757,1135.2448,7840000.0,6906.0,490000.0,,122496.0,5.40064e-05,0.1,1.2273902 +1152.9,1057.8029,0.06685526,1135.5417,7850000.0,6913.0,490625.0,,122656.0,5.37504e-05,0.1,1.0818481 +1144.3,1058.84,0.11996795,1135.8381,7860000.0,6920.0,491250.0,,122784.0,5.35456e-05,0.1,1.4161615 +1122.7,1059.824,0.1044848,1136.1339,7870000.0,6927.0,491875.0,,122944.0,5.32896e-05,0.1,1.435527 +1115.9,1060.6589,0.04937446,1136.2654,7880000.0,6935.0,492500.0,,123104.0,5.30336e-05,0.1,1.2335411 +1118.5,1061.563,0.14228588,1136.3964,7890000.0,6943.0,493125.0,,123264.0,5.27776e-05,0.1,0.977973 +1126.9,1062.609,0.065850385,1136.5271,7900000.0,6951.0,493750.0,,123424.0,5.25216e-05,0.1,1.4613144 +1121.4,1063.682,0.054043725,1136.6576,7910000.0,6959.0,494375.0,,123584.0,5.22656e-05,0.1,1.2245257 +1095.6,1064.473,0.17952265,1136.7877,7920000.0,6967.0,495000.0,,123744.0,5.20096e-05,0.1,0.98134315 +1088.0,1065.254,0.13936445,1136.9176,7930000.0,6975.0,495625.0,,123904.0,5.17536e-05,0.1,1.2652967 +1097.2,1066.0441,0.064714044,1137.21,7940000.0,6982.0,496250.0,,124032.0,5.15488e-05,0.1,1.2105649 +1091.6,1066.8021,0.11323828,1137.5018,7950000.0,6989.0,496875.0,,124192.0,5.12928e-05,0.1,1.0853283 +1061.8,1067.118,0.05586314,1137.6304,7960000.0,6997.0,497500.0,,124352.0,5.10368e-05,0.1,1.4507818 +1045.3,1067.329,0.07339142,1137.9211,7970000.0,7004.0,498125.0,,124512.0,5.07808e-05,0.1,1.2872319 +1047.6,1067.603,0.13674591,1138.0491,7980000.0,7012.0,498750.0,,124672.0,5.05248e-05,0.1,1.3210881 +1040.0,1067.8729,0.058589205,1138.1766,7990000.0,7020.0,499375.0,,124832.0,5.02688e-05,0.1,1.272252 +1021.6,1068.204,0.08922213,1138.466,8000000.0,7027.0,500000.0,,124992.0,5.00128e-05,0.1,1.3157911 +1048.2,1068.5051,0.12945475,1138.5928,8010000.0,7035.0,500625.0,,125152.0,4.97568e-05,0.1,1.102621 +1037.1,1068.7201,0.12746128,1138.7192,8020000.0,7043.0,501250.0,,125312.0,4.95008e-05,0.1,1.3549435 +1047.4,1069.146,0.19307083,1138.8456,8030000.0,7051.0,501875.0,,125440.0,4.9296e-05,0.1,1.1189368 +1065.2,1069.947,0.07858493,1138.9716,8040000.0,7059.0,502500.0,,125600.0,4.904e-05,0.1,1.2900512 +1098.9,1071.0751,0.11549952,1139.2584,8050000.0,7066.0,503125.0,,125760.0,4.8784e-05,0.1,1.184802 +1091.6,1072.068,0.09705265,1139.3837,8060000.0,7074.0,503750.0,,125920.0,4.8528e-05,0.1,1.2177429 +1141.8,1073.608,0.041800346,1139.5087,8070000.0,7082.0,504375.0,,126080.0,4.8272e-05,0.1,0.97704273 +1130.0,1074.905,0.2297158,1139.7941,8080000.0,7089.0,505000.0,,126240.0,4.8016e-05,0.1,1.1384896 +1140.9,1076.566,0.047323857,1140.0789,8090000.0,7096.0,505625.0,,126400.0,4.776e-05,0.1,1.3013896 +1136.2,1077.992,0.030640595,1140.2028,8100000.0,7104.0,506250.0,,126560.0,4.7504e-05,0.1,1.0226961 +1117.6,1079.1741,0.095061034,1140.4866,8110000.0,7111.0,506875.0,,126688.0,4.72992e-05,0.1,1.1447451 +1128.5,1080.3911,0.101951316,1140.7699,8120000.0,7118.0,507500.0,,126848.0,4.70432e-05,0.1,0.91797656 +1087.6,1081.0111,0.15199508,1141.0526,8130000.0,7125.0,508125.0,,127008.0,4.67872e-05,0.1,1.2874985 +1102.4,1081.613,0.13221622,1141.1748,8140000.0,7133.0,508750.0,,127168.0,4.65312e-05,0.1,1.0469044 +1047.6,1081.516,0.05202395,1141.4565,8150000.0,7140.0,509375.0,,127328.0,4.62752e-05,0.1,0.89990264 +1057.4,1081.404,0.30881527,1141.578,8160000.0,7148.0,510000.0,,127488.0,4.60192e-05,0.1,1.1099666 +1065.8,1081.5149,0.21483478,1141.6992,8170000.0,7156.0,510625.0,,127648.0,4.57632e-05,0.1,1.1577408 +1055.3,1081.5809,0.14509572,1141.9796,8180000.0,7163.0,511250.0,,127808.0,4.55072e-05,0.1,1.3534427 +1067.9,1081.538,0.09229977,1142.1001,8190000.0,7171.0,511875.0,,127968.0,4.52512e-05,0.1,1.1415381 +1051.5,1081.344,0.18210228,1142.3795,8200000.0,7178.0,512500.0,,128096.0,4.50464e-05,0.1,1.1735723 +1063.1,1081.5029,0.20550063,1142.4993,8210000.0,7186.0,513125.0,,128256.0,4.47904e-05,0.1,1.2932744 +1053.4,1081.724,0.099523656,1142.6189,8220000.0,7194.0,513750.0,,128416.0,4.45344e-05,0.1,1.0917766 +1096.5,1082.296,0.14172992,1142.5795,8230000.0,7203.0,514375.0,,128576.0,4.42784e-05,0.1,1.1690602 +1102.8,1083.0609,0.11968948,1142.8572,8240000.0,7210.0,515000.0,,128736.0,4.40224e-05,0.1,1.258507 +1111.0,1083.7499,0.09620204,1142.976,8250000.0,7218.0,515625.0,,128896.0,4.37664e-05,0.1,1.2312485 +1113.7,1084.364,0.091831334,1143.2526,8260000.0,7225.0,516250.0,,129056.0,4.35104e-05,0.1,1.0203232 +1125.2,1085.144,0.12320326,1143.5288,8270000.0,7232.0,516875.0,,129216.0,4.32544e-05,0.1,1.2829477 +1118.4,1085.996,0.13670596,1143.8044,8280000.0,7239.0,517500.0,,129344.0,4.30496e-05,0.1,1.152499 +1142.1,1086.952,0.09332161,1143.9216,8290000.0,7247.0,518125.0,,129504.0,4.27936e-05,0.1,1.0986514 +1154.8,1087.852,0.021157395,1144.1963,8300000.0,7254.0,518750.0,,129664.0,4.25376e-05,0.1,1.3077888 +1129.4,1088.4719,0.09826732,1144.3129,8310000.0,7262.0,519375.0,,129824.0,4.22816e-05,0.1,1.0828367 +1138.6,1089.1,0.13243365,1144.5865,8320000.0,7269.0,520000.0,,129984.0,4.20256e-05,0.1,1.2610928 +1147.6,1090.038,0.077540554,1144.8599,8330000.0,7276.0,520625.0,,130144.0,4.17696e-05,0.1,1.2582324 +1178.8,1091.315,0.16937788,1144.9753,8340000.0,7284.0,521250.0,,130304.0,4.15136e-05,0.1,1.1517572 +1218.2,1092.9651,0.2512883,1145.2476,8350000.0,7291.0,521875.0,,130464.0,4.12576e-05,0.1,1.0502234 +1206.6,1094.223,0.047076188,1145.5193,8360000.0,7298.0,522500.0,,130624.0,4.10016e-05,0.1,1.1204149 +1220.2,1095.633,0.12473529,1145.6337,8370000.0,7306.0,523125.0,,130752.0,4.07968e-05,0.1,1.2179356 +1208.2,1096.8031,0.099626705,1145.9045,8380000.0,7313.0,523750.0,,130912.0,4.05408e-05,0.1,1.0553559 +1200.8,1097.973,0.05139485,1145.8618,8390000.0,7322.0,524375.0,,131072.0,4.02848e-05,0.1,1.0547822 +1227.0,1099.1431,0.16391417,1145.9755,8400000.0,7330.0,525000.0,,131232.0,4.00288e-05,0.1,0.95778763 +1202.1,1100.0121,0.0221271,1146.0889,8410000.0,7338.0,525625.0,,131392.0,3.97728e-05,0.1,1.0357563 +1202.8,1100.5599,0.08078967,1146.358,8420000.0,7345.0,526250.0,,131552.0,3.95168e-05,0.1,0.99925685 +1182.1,1101.099,0.18402457,1146.6267,8430000.0,7352.0,526875.0,,131712.0,3.92608e-05,0.1,1.018851 +1179.1,1101.7731,0.09979004,1146.895,8440000.0,7359.0,527500.0,,131872.0,3.90048e-05,0.1,1.0134339 +1199.0,1102.76,0.071147054,1147.1626,8450000.0,7366.0,528125.0,,132000.0,3.88e-05,0.1,1.0067728 +1194.2,1103.7501,0.088360235,1147.4298,8460000.0,7373.0,528750.0,,132160.0,3.8544e-05,0.1,1.0106182 +1199.2,1104.868,0.16784303,1147.6965,8470000.0,7380.0,529375.0,,132320.0,3.8288e-05,0.1,1.1592748 +1191.2,1105.9452,0.070206895,1147.9626,8480000.0,7387.0,530000.0,,132480.0,3.8032e-05,0.1,1.1426566 +1214.2,1107.316,0.07932392,1148.073,8490000.0,7395.0,530625.0,,132640.0,3.7776e-05,0.1,1.0835257 +1208.5,1108.935,0.09402271,1148.1832,8500000.0,7403.0,531250.0,,132800.0,3.752e-05,0.1,1.0898825 +1176.4,1110.17,0.0709057,1148.2931,8510000.0,7411.0,531875.0,,132960.0,3.7264e-05,0.1,1.2103232 +1141.7,1110.701,0.07845527,1148.5576,8520000.0,7418.0,532500.0,,133120.0,3.7008e-05,0.1,1.1437795 +1133.5,1111.073,0.11606821,1148.8215,8530000.0,7425.0,533125.0,,133280.0,3.6752e-05,0.1,1.1787138 +1147.7,1111.6201,0.10724462,1149.0851,8540000.0,7432.0,533750.0,,133408.0,3.65472e-05,0.1,1.0267072 +1170.9,1112.531,0.19333105,1149.1936,8550000.0,7440.0,534375.0,,133568.0,3.62912e-05,0.1,1.00285 +1156.3,1113.421,0.07341208,1149.4562,8560000.0,7447.0,535000.0,,133728.0,3.60352e-05,0.1,0.93538207 +1171.6,1114.4509,0.07210417,1149.7183,8570000.0,7454.0,535625.0,,133888.0,3.57792e-05,0.1,1.193785 +1188.2,1115.561,0.031132301,1149.9799,8580000.0,7461.0,536250.0,,134048.0,3.55232e-05,0.1,1.1207719 +1201.5,1116.634,0.09999052,1150.087,8590000.0,7469.0,536875.0,,134208.0,3.52672e-05,0.1,0.9914663 +1239.9,1118.3821,0.17295927,1150.3478,8600000.0,7476.0,537500.0,,134368.0,3.50112e-05,0.1,1.0844976 +1266.5,1120.5281,0.1484597,1150.608,8610000.0,7483.0,538125.0,,134528.0,3.47552e-05,0.1,1.2510178 +1254.4,1122.592,0.1007093,1150.8678,8620000.0,7490.0,538750.0,,134656.0,3.45504e-05,0.1,1.3264167 +1269.3,1124.5569,0.12723663,1150.9736,8630000.0,7498.0,539375.0,,134816.0,3.42944e-05,0.1,1.1149082 +1252.3,1126.1628,0.14808933,1151.0791,8640000.0,7506.0,540000.0,,134976.0,3.40384e-05,0.1,1.0522001 +1246.6,1127.7539,0.13535401,1151.1844,8650000.0,7514.0,540625.0,,135136.0,3.37824e-05,0.1,1.2110115 +1221.9,1129.146,0.13342008,1151.4426,8660000.0,7521.0,541250.0,,135296.0,3.35264e-05,0.1,1.0075958 +1218.5,1130.414,0.13554046,1151.7003,8670000.0,7528.0,541875.0,,135456.0,3.32704e-05,0.1,0.99654806 +1242.7,1132.006,0.013746863,1151.9575,8680000.0,7535.0,542500.0,,135616.0,3.30144e-05,0.1,1.1336505 +1215.1,1133.302,0.13762465,1152.2142,8690000.0,7542.0,543125.0,,135776.0,3.27584e-05,0.1,1.189481 +1221.2,1134.5581,0.1675193,1152.3179,8700000.0,7550.0,543750.0,,135936.0,3.25024e-05,0.1,1.0137959 +1198.6,1135.5991,0.038101666,1152.5737,8710000.0,7557.0,544375.0,,136064.0,3.22976e-05,0.1,0.96942616 +1201.7,1136.8511,0.13376553,1152.8292,8720000.0,7564.0,545000.0,,136224.0,3.20416e-05,0.1,1.1053691 +1215.1,1138.112,0.09543644,1153.0841,8730000.0,7571.0,545625.0,,136384.0,3.17856e-05,0.1,1.1802378 +1214.4,1139.4331,0.04388291,1153.1864,8740000.0,7579.0,546250.0,,136544.0,3.15296e-05,0.1,1.0678489 +1238.6,1141.2161,0.09541187,1153.4406,8750000.0,7586.0,546875.0,,136704.0,3.12736e-05,0.1,0.9684621 +1226.8,1142.945,0.17103669,1153.5422,8760000.0,7594.0,547500.0,,136864.0,3.10176e-05,0.1,1.1944497 +1218.8,1144.5919,0.064364135,1153.6438,8770000.0,7602.0,548125.0,,137024.0,3.07616e-05,0.1,1.2498693 +1227.3,1146.315,0.19584599,1153.8967,8780000.0,7609.0,548750.0,,137184.0,3.05056e-05,0.1,1.0045676 +1214.3,1147.6238,0.22994153,1154.1492,8790000.0,7616.0,549375.0,,137312.0,3.03008e-05,0.1,0.94227254 +1210.3,1148.8549,0.035082743,1154.4011,8800000.0,7623.0,550000.0,,137472.0,3.00448e-05,0.1,1.1135938 +1206.6,1150.0499,0.101196304,1154.5013,8810000.0,7631.0,550625.0,,137632.0,2.97888e-05,0.1,1.1531919 +1192.7,1151.139,0.06134026,1154.7526,8820000.0,7638.0,551250.0,,137792.0,2.95328e-05,0.1,0.9699677 +1179.4,1151.795,0.13240935,1154.8522,8830000.0,7646.0,551875.0,,137952.0,2.92768e-05,0.1,0.9461839 +1170.0,1151.898,0.28037333,1154.9517,8840000.0,7654.0,552500.0,,138112.0,2.90208e-05,0.1,1.276414 +1147.0,1151.839,0.09297337,1155.0509,8850000.0,7662.0,553125.0,,138272.0,2.87648e-05,0.1,1.1258492 +1125.6,1151.652,0.05916206,1155.1499,8860000.0,7670.0,553750.0,,138432.0,2.85088e-05,0.1,1.0826378 +1135.9,1151.784,0.21548386,1155.3993,8870000.0,7677.0,554375.0,,138592.0,2.82528e-05,0.1,1.1466115 +1153.9,1152.164,0.17904966,1155.6481,8880000.0,7684.0,555000.0,,138720.0,2.8048e-05,0.1,0.96075094 +1157.0,1152.549,0.109915115,1155.7462,8890000.0,7692.0,555625.0,,138880.0,2.7792e-05,0.1,1.0531243 +1161.9,1152.8989,0.16005445,1155.9943,8900000.0,7699.0,556250.0,,139040.0,2.7536e-05,0.1,1.1125176 +1160.1,1153.286,0.13857901,1156.242,8910000.0,7706.0,556875.0,,139200.0,2.728e-05,0.1,1.1221302 +1196.9,1154.299,0.0769607,1156.3391,8920000.0,7714.0,557500.0,,139360.0,2.7024e-05,0.1,0.99534595 +1190.4,1155.323,0.109301865,1156.5859,8930000.0,7721.0,558125.0,,139520.0,2.6768e-05,0.1,1.1717556 +1196.6,1156.317,0.08034013,1156.6826,8940000.0,7729.0,558750.0,,139680.0,2.6512e-05,0.1,0.9389516 +1221.5,1157.616,0.09258102,1156.9286,8950000.0,7736.0,559375.0,,139840.0,2.6256e-05,0.1,1.1127834 +1235.8,1159.356,0.053529616,1157.0248,8960000.0,7744.0,560000.0,,140000.0,2.6e-05,0.1,1.0448062 +1222.8,1161.131,0.11961694,1157.27,8970000.0,7751.0,560625.0,,140128.0,2.57952e-05,0.1,1.149834 +1241.3,1163.0679,0.11561567,1157.5148,8980000.0,7758.0,561250.0,,140288.0,2.55392e-05,0.1,1.0123198 +1252.2,1165.19,0.08358471,1157.7592,8990000.0,7765.0,561875.0,,140448.0,2.52832e-05,0.1,1.0759863 +1289.0,1167.864,0.07158093,1157.8541,9000000.0,7773.0,562500.0,,140608.0,2.50272e-05,0.1,0.936407 +1281.9,1170.2009,0.08637889,1158.0977,9010000.0,7780.0,563125.0,,140768.0,2.47712e-05,0.1,1.0975484 +1307.3,1172.9031,0.0015544803,1158.3408,9020000.0,7787.0,563750.0,,140928.0,2.45152e-05,0.1,0.98401433 +1328.5,1175.714,0.090411715,1158.4349,9030000.0,7795.0,564375.0,,141088.0,2.42592e-05,0.1,0.99047434 +1306.4,1178.126,0.039862446,1158.6772,9040000.0,7802.0,565000.0,,141248.0,2.40032e-05,0.1,1.1880494 +1285.0,1179.9869,0.052857075,1158.7708,9050000.0,7810.0,565625.0,,141376.0,2.37984e-05,0.1,1.1374485 +1301.9,1182.09,0.12972285,1158.8641,9060000.0,7818.0,566250.0,,141536.0,2.35424e-05,0.1,1.2722782 +1269.6,1183.3679,0.13288996,1158.9573,9070000.0,7826.0,566875.0,,141696.0,2.32864e-05,0.1,1.1709923 +1230.8,1184.376,0.1338559,1159.0503,9080000.0,7834.0,567500.0,,141856.0,2.30304e-05,0.1,1.1333072 +1198.6,1184.953,0.03975161,1159.2909,9090000.0,7841.0,568125.0,,142016.0,2.27744e-05,0.1,1.0445457 +1197.6,1185.567,0.1889914,1159.3833,9100000.0,7849.0,568750.0,,142176.0,2.25184e-05,0.1,1.1953495 +1155.4,1185.945,0.049966875,1159.6232,9110000.0,7856.0,569375.0,,142336.0,2.22624e-05,0.1,1.0111735 +1143.6,1186.0961,0.22828704,1159.7152,9120000.0,7864.0,570000.0,,142496.0,2.20064e-05,0.1,1.1520262 +1143.8,1186.6578,0.09782868,1159.9542,9130000.0,7871.0,570625.0,,142656.0,2.17504e-05,0.1,1.1486046 +1149.3,1187.1268,0.14925705,1160.193,9140000.0,7878.0,571250.0,,142784.0,2.15456e-05,0.1,1.0454103 +1120.8,1187.8589,0.04763418,1160.137,9150000.0,7887.0,571875.0,,142944.0,2.12896e-05,0.1,1.2512164 +1140.6,1188.6909,0.071648374,1160.228,9160000.0,7895.0,572500.0,,143104.0,2.10336e-05,0.1,1.06687 +1143.9,1189.4719,0.26857805,1160.3188,9170000.0,7903.0,573125.0,,143264.0,2.07776e-05,0.1,1.2739033 +1147.7,1190.396,0.15065482,1160.4095,9180000.0,7911.0,573750.0,,143424.0,2.05216e-05,0.1,1.1709187 +1197.3,1191.69,0.039866507,1160.5001,9190000.0,7919.0,574375.0,,143584.0,2.02656e-05,0.1,1.1592274 +1209.9,1193.2739,0.17510246,1160.7368,9200000.0,7926.0,575000.0,,143744.0,2.00096e-05,0.1,1.1438311 +1223.0,1194.8729,0.20938243,1160.9731,9210000.0,7933.0,575625.0,,143904.0,1.97536e-05,0.1,1.023176 +1223.1,1196.57,0.21050574,1161.0629,9220000.0,7941.0,576250.0,,144032.0,1.95488e-05,0.1,1.0601735 +1224.5,1197.85,0.08758504,1161.1523,9230000.0,7949.0,576875.0,,144192.0,1.92928e-05,0.1,1.0680906 +1258.8,1199.41,0.15639426,1161.2417,9240000.0,7957.0,577500.0,,144352.0,1.90368e-05,0.1,1.1947154 +1255.2,1200.852,0.17217878,1161.3308,9250000.0,7965.0,578125.0,,144512.0,1.87808e-05,0.1,1.2319143 +1271.0,1202.425,0.15981403,1161.2742,9260000.0,7974.0,578750.0,,144672.0,1.85248e-05,0.1,1.269032 +1266.0,1203.833,0.056268636,1161.363,9270000.0,7982.0,579375.0,,144832.0,1.82688e-05,0.1,1.1138257 +1248.9,1205.1381,0.17024548,1161.4518,9280000.0,7990.0,580000.0,,144992.0,1.80128e-05,0.1,1.1446602 +1252.7,1206.244,0.20483638,1161.6857,9290000.0,7997.0,580625.0,,145152.0,1.77568e-05,0.1,1.0728186 +1240.6,1207.102,0.08664463,1161.9191,9300000.0,8004.0,581250.0,,145312.0,1.75008e-05,0.1,1.3028585 +1234.7,1208.155,0.104778886,1162.1521,9310000.0,8011.0,581875.0,,145440.0,1.7296e-05,0.1,0.97644806 +1222.0,1208.9891,0.16584918,1162.3846,9320000.0,8018.0,582500.0,,145600.0,1.704e-05,0.1,1.1695821 +1208.5,1209.598,0.039264984,1162.4719,9330000.0,8026.0,583125.0,,145760.0,1.6784e-05,0.1,0.9415268 +1242.7,1210.237,0.16428252,1162.7039,9340000.0,8033.0,583750.0,,145920.0,1.6528e-05,0.1,1.0721564 +1245.1,1210.506,0.10952223,1162.7906,9350000.0,8041.0,584375.0,,146080.0,1.6272e-05,0.1,1.1283712 +1238.4,1210.8241,0.17501779,1163.0219,9360000.0,8048.0,585000.0,,146240.0,1.6016e-05,0.1,1.2420725 +1240.0,1211.022,0.09136152,1163.1083,9370000.0,8056.0,585625.0,,146400.0,1.576e-05,0.1,1.2785124 +1256.0,1211.5,0.09242391,1163.3387,9380000.0,8063.0,586250.0,,146560.0,1.5504e-05,0.1,1.0633249 +1243.0,1211.922,0.079325356,1163.5687,9390000.0,8070.0,586875.0,,146688.0,1.52992e-05,0.1,0.9629713 +1238.1,1212.033,0.012791687,1163.7985,9400000.0,8077.0,587500.0,,146848.0,1.50432e-05,0.1,1.3182108 +1233.1,1212.343,0.12037506,1164.0277,9410000.0,8084.0,588125.0,,147008.0,1.47872e-05,0.1,1.1135571 +1232.1,1212.636,0.081120476,1164.1127,9420000.0,8092.0,588750.0,,147168.0,1.45312e-05,0.1,0.91615105 +1191.5,1212.7301,0.08673429,1164.3413,9430000.0,8099.0,589375.0,,147328.0,1.42752e-05,0.1,1.2640564 +1179.8,1212.7369,0.13091199,1164.5695,9440000.0,8106.0,590000.0,,147488.0,1.40192e-05,0.1,1.0853885 +1158.8,1212.335,0.16280738,1164.6537,9450000.0,8114.0,590625.0,,147648.0,1.37632e-05,0.1,1.2276053 +1156.7,1211.96,0.16757245,1164.8812,9460000.0,8121.0,591250.0,,147808.0,1.35072e-05,0.1,1.1720574 +1143.6,1211.4039,0.07392406,1164.965,9470000.0,8129.0,591875.0,,147968.0,1.32512e-05,0.1,0.94347584 +1148.3,1210.975,0.07243741,1165.335,9480000.0,8135.0,592500.0,,148096.0,1.30464e-05,0.1,0.96917415 +1146.7,1210.3,0.12969433,1165.4181,9490000.0,8143.0,593125.0,,148256.0,1.27904e-05,0.1,1.1879988 +1134.8,1209.563,0.15141064,1165.6442,9500000.0,8150.0,593750.0,,148416.0,1.25344e-05,0.1,1.2001711 +1154.5,1209.3439,0.0150029445,1165.7269,9510000.0,8158.0,594375.0,,148576.0,1.22784e-05,0.1,1.0303819 +1158.0,1209.5071,0.13803639,1165.9523,9520000.0,8165.0,595000.0,,148736.0,1.20224e-05,0.1,1.120591 +1189.6,1210.068,0.0472545,1166.1772,9530000.0,8172.0,595625.0,,148896.0,1.17664e-05,0.1,1.0701809 +1176.2,1210.353,0.086813375,1166.4017,9540000.0,8179.0,596250.0,,149056.0,1.15104e-05,0.1,1.0496737 +1195.4,1210.598,0.11483202,1166.626,9550000.0,8186.0,596875.0,,149216.0,1.12544e-05,0.1,1.0767145 +1194.8,1210.9829,0.09899561,1166.8497,9560000.0,8193.0,597500.0,,149344.0,1.10496e-05,0.1,1.0653727 +1200.5,1211.272,0.085984126,1166.9309,9570000.0,8201.0,598125.0,,149504.0,1.07936e-05,0.1,0.8405769 +1218.2,1211.5719,0.120625705,1167.0118,9580000.0,8209.0,598750.0,,149664.0,1.05376e-05,0.1,1.3197615 +1256.1,1212.1179,0.119475074,1167.0927,9590000.0,8217.0,599375.0,,149824.0,1.02816e-05,0.1,1.035578 +1257.2,1212.291,0.068821855,1167.1732,9600000.0,8225.0,600000.0,,149984.0,1.00256e-05,0.1,0.97988147 +1276.1,1212.3871,0.08823897,1167.3955,9610000.0,8232.0,600625.0,,150144.0,9.7696e-06,0.1,1.127331 +1277.2,1212.6151,0.14497907,1167.4757,9620000.0,8240.0,601250.0,,150304.0,9.5136e-06,0.1,1.1469493 +1279.6,1212.718,0.09875357,1167.6974,9630000.0,8247.0,601875.0,,150464.0,9.2576e-06,0.1,1.0154102 +1316.0,1213.3551,0.116129346,1167.7771,9640000.0,8255.0,602500.0,,150624.0,9.0016e-06,0.1,1.0957698 +1289.4,1213.783,0.035103202,1168.1394,9650000.0,8261.0,603125.0,,150752.0,8.7968e-06,0.1,1.0080466 +1305.6,1214.62,0.12753339,1168.0774,9660000.0,8270.0,603750.0,,150912.0,8.5408e-06,0.1,1.242073 +1325.6,1215.691,0.19377714,1168.1566,9670000.0,8278.0,604375.0,,151072.0,8.2848e-06,0.1,1.0377021 +1298.1,1216.245,0.16276799,1168.2356,9680000.0,8286.0,605000.0,,151232.0,8.0288e-06,0.1,1.0831009 +1304.0,1217.134,0.056321453,1168.3145,9690000.0,8294.0,605625.0,,151392.0,7.7728e-06,0.1,0.8861142 +1287.1,1217.7931,0.0579268,1168.3932,9700000.0,8302.0,606250.0,,151552.0,7.5168e-06,0.1,1.0598363 +1310.8,1218.915,0.12566131,1168.4717,9710000.0,8310.0,606875.0,,151712.0,7.2608e-06,0.1,1.1110578 +1306.1,1219.959,0.120093144,1168.6907,9720000.0,8317.0,607500.0,,151872.0,7.0048e-06,0.1,1.0730205 +1287.2,1220.68,0.13574538,1168.9092,9730000.0,8324.0,608125.0,,152000.0,6.8e-06,0.1,1.1810553 +1272.6,1221.2621,0.12014855,1169.1273,9740000.0,8331.0,608750.0,,152160.0,6.544e-06,0.1,1.1048946 +1297.7,1221.853,0.089871235,1169.3452,9750000.0,8338.0,609375.0,,152320.0,6.288e-06,0.1,1.1785924 +1283.9,1222.4241,0.22802846,1169.5626,9760000.0,8345.0,610000.0,,152480.0,6.032e-06,0.1,1.0649614 +1278.8,1223.0239,0.22647166,1169.6396,9770000.0,8353.0,610625.0,,152640.0,5.776e-06,0.1,1.2894597 +1262.2,1223.3729,0.10455659,1169.8564,9780000.0,8360.0,611250.0,,152800.0,5.52e-06,0.1,1.1679635 +1290.7,1224.137,0.09440854,1170.0729,9790000.0,8367.0,611875.0,,152960.0,5.264e-06,0.1,1.0624874 +1276.6,1224.8,0.27329493,1170.289,9800000.0,8374.0,612500.0,,153120.0,5.008e-06,0.1,1.2432642 +1291.3,1225.647,0.14001253,1170.3651,9810000.0,8382.0,613125.0,,153280.0,4.752e-06,0.1,1.0358971 +1301.1,1226.731,0.041257847,1170.5806,9820000.0,8389.0,613750.0,,153408.0,4.5472e-06,0.1,1.0406929 +1322.6,1228.1631,0.047495008,1170.6561,9830000.0,8397.0,614375.0,,153568.0,4.2912e-06,0.1,1.0066962 +1303.1,1229.494,0.09104726,1170.871,9840000.0,8404.0,615000.0,,153728.0,4.0352e-06,0.1,1.1334298 +1326.3,1231.287,0.12895808,1170.8071,9850000.0,8413.0,615625.0,,153888.0,3.7792e-06,0.1,1.1586459 +1333.1,1233.362,0.092717096,1171.0214,9860000.0,8420.0,616250.0,,154048.0,3.5232e-06,0.1,0.9006034 +1332.6,1235.329,0.22444104,1171.0963,9870000.0,8428.0,616875.0,,154208.0,3.2672e-06,0.1,1.104421 +1298.3,1236.773,0.08009939,1171.31,9880000.0,8435.0,617500.0,,154368.0,3.0112e-06,0.1,1.2178366 +1281.7,1238.02,0.08757719,1171.5233,9890000.0,8442.0,618125.0,,154528.0,2.7552e-06,0.1,1.1015823 +1348.6,1239.8871,0.11681718,1171.7363,9900000.0,8449.0,618750.0,,154656.0,2.5504e-06,0.1,1.0601196 +1321.8,1241.5039,0.12368601,1171.9489,9910000.0,8456.0,619375.0,,154816.0,2.2944e-06,0.1,1.0144609 +1304.4,1242.5789,0.063376255,1172.0227,9920000.0,8464.0,620000.0,,154976.0,2.0384e-06,0.1,0.9218434 +1319.7,1243.8718,0.10524255,1172.2347,9930000.0,8471.0,620625.0,,155136.0,1.7824e-06,0.1,1.1437055 +1280.6,1244.7119,0.2030978,1172.3081,9940000.0,8479.0,621250.0,,155296.0,1.5264e-06,0.1,1.0772779 +1269.1,1245.188,0.113112025,1172.5194,9950000.0,8486.0,621875.0,,155456.0,1.2704e-06,0.1,1.2760763 +1323.3,1246.063,0.028474705,1172.4543,9960000.0,8495.0,622500.0,,155616.0,1.0144e-06,0.1,1.1443135 +1347.5,1247.31,0.03376991,1172.6653,9970000.0,8502.0,623125.0,,155776.0,7.584e-07,0.1,0.98571205 +1320.4,1248.101,0.052410387,1173.0137,9980000.0,8508.0,623750.0,,155936.0,5.024e-07,0.1,1.1917326 +1267.8,1248.2568,0.124238595,1173.2238,9990000.0,8515.0,624375.0,,156064.0,2.976e-07,0.1,1.0325019 +1282.2,1248.189,0.049318332,1173.4335,10000000.0,8522.0,625000.0,,156224.0,4.16e-08,0.1,1.0771716 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_df_train.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..2fe33ee7fcf31fa20390f9a6568ba226b96aa6ea --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +151.42857,151.42857,-0.023150673,294.11765,10000.0,34.0,625.0,,128.0,0.0002497952,0.1,2.8434997 +177.61905,164.5238,-0.021016058,465.11627,20000.0,43.0,1250.0,,288.0,0.0002495392,0.1,2.834319 +205.88235,178.30998,-0.021624355,612.2449,30000.0,49.0,1875.0,,448.0,0.0002492832,0.1,2.7925467 +225.71428,190.16106,-0.023053976,701.7544,40000.0,57.0,2500.0,,608.0,0.0002490272,0.1,2.7530234 +237.53847,199.63654,-0.02239923,757.57574,50000.0,66.0,3125.0,,768.0,0.0002487712,0.1,2.739303 +247.5,207.61377,-0.00976703,800.0,60000.0,75.0,3750.0,,928.0,0.0002485152,0.1,2.6729705 +271.36365,216.7209,-0.012103915,823.5294,70000.0,85.0,4375.0,,1088.0,0.0002482592,0.1,2.6206388 +305.5,227.8183,-0.014004741,851.06384,80000.0,94.0,5000.0,,1248.0,0.0002480032,0.1,2.5579622 +326.7,238.80515,-0.0163015,882.35297,90000.0,102.0,5625.0,,1376.0,0.0002477984,0.1,2.4884408 +364.2,251.34464,-0.00494257,900.9009,100000.0,111.0,6250.0,,1536.0,0.0002475424,0.1,2.4410632 +375.5,262.63147,-0.008352723,909.0909,110000.0,121.0,6875.0,,1696.0,0.0002472864,0.1,2.3962526 +390.3,273.27054,0.00019296142,923.0769,120000.0,130.0,7500.0,,1856.0,0.0002470304,0.1,2.3736935 +409.8,283.7728,0.00022116769,935.2518,130000.0,139.0,8125.0,,2016.0,0.0002467744,0.1,2.3243546 +405.4,292.46045,0.0073976615,945.9459,140000.0,148.0,8750.0,,2176.0,0.0002465184,0.1,2.265839 +401.5,299.72977,-0.015231555,955.414,150000.0,157.0,9375.0,,2336.0,0.0002462624,0.1,2.3360782 +439.8,308.48413,0.0109405555,963.8554,160000.0,166.0,10000.0,,2496.0,0.0002460064,0.1,2.2559228 +434.6,315.9027,0.017885532,965.9091,170000.0,176.0,10625.0,,2656.0,0.0002457504,0.1,2.1407647 +452.2,323.4748,0.012832109,978.26086,180000.0,184.0,11250.0,,2784.0,0.0002455456,0.1,2.1823719 +455.3,330.41296,0.015956119,979.3815,190000.0,194.0,11875.0,,2944.0,0.0002452896,0.1,2.1726315 +476.1,337.69733,0.03693231,980.39215,200000.0,204.0,12500.0,,3104.0,0.0002450336,0.1,2.0043502 +476.2,344.2927,0.013176807,985.91547,210000.0,213.0,13125.0,,3264.0,0.0002447776,0.1,2.0971582 +455.3,349.33847,0.03381828,990.99097,220000.0,222.0,13750.0,,3424.0,0.0002445216,0.1,2.103415 +450.3,353.7281,0.036775734,995.671,230000.0,231.0,14375.0,,3584.0,0.0002442656,0.1,2.1211815 +442.1,357.41025,0.028712515,1000.0,240000.0,240.0,15000.0,,3744.0,0.0002440096,0.1,2.1722236 +437.6,360.6178,0.029273728,1000.0,250000.0,250.0,15625.0,,3904.0,0.0002437536,0.1,2.0794432 +457.0,364.32483,0.040133156,1007.75195,260000.0,258.0,16250.0,,4032.0,0.0002435488,0.1,2.1165087 +472.3,368.32388,0.055284034,1015.0376,270000.0,266.0,16875.0,,4192.0,0.0002432928,0.1,2.0809522 +473.7,372.08734,0.034923237,1021.8978,280000.0,274.0,17500.0,,4352.0,0.0002430368,0.1,2.1586037 +494.3,376.30154,0.0074771224,1024.735,290000.0,283.0,18125.0,,4512.0,0.0002427808,0.1,2.1747167 +517.9,381.0215,0.024717165,1023.8908,300000.0,293.0,18750.0,,4672.0,0.0002425248,0.1,2.009677 +530.0,385.82727,0.039720833,1023.1023,310000.0,303.0,19375.0,,4832.0,0.0002422688,0.1,1.9800899 +540.6,390.66394,0.04059654,1022.3642,320000.0,313.0,20000.0,,4992.0,0.0002420128,0.1,2.0334332 +503.8,394.0923,0.04324584,1021.6718,330000.0,323.0,20625.0,,5152.0,0.0002417568,0.1,1.9814703 +510.9,397.52783,0.04371874,1024.0964,340000.0,332.0,21250.0,,5312.0,0.0002415008,0.1,2.0346704 +518.7,400.9899,0.059210382,1029.4117,350000.0,340.0,21875.0,,5440.0,0.000241296,0.1,1.8286136 +504.2,403.85684,0.08949767,1031.5187,360000.0,349.0,22500.0,,5600.0,0.00024104,0.1,1.709485 +501.5,406.49585,0.09644424,1033.5195,370000.0,358.0,23125.0,,5760.0,0.000240784,0.1,1.8543798 +504.0,409.06177,0.12529035,1032.6086,380000.0,368.0,23750.0,,5920.0,0.000240528,0.1,1.781258 +503.1,411.473,0.08267453,1037.234,390000.0,376.0,24375.0,,6080.0,0.000240272,0.1,1.864304 +534.0,414.53613,0.044922095,1036.2694,400000.0,386.0,25000.0,,6240.0,0.000240016,0.1,1.8355987 +525.7,417.24744,0.07346784,1035.3535,410000.0,396.0,25625.0,,6400.0,0.00023976,0.1,1.8245873 +570.1,420.88678,0.10850559,1034.4828,420000.0,406.0,26250.0,,6560.0,0.000239504,0.1,1.6728868 +586.7,424.74286,0.062060677,1038.6473,430000.0,414.0,26875.0,,6688.0,0.0002392992,0.1,1.7408383 +587.9,428.451,0.09567254,1040.1891,440000.0,423.0,27500.0,,6848.0,0.0002390432,0.1,1.7161007 +622.4,432.761,0.1024367,1041.6666,450000.0,432.0,28125.0,,7008.0,0.0002387872,0.1,1.6612628 +632.4,437.10098,0.11291707,1043.0839,460000.0,441.0,28750.0,,7168.0,0.0002385312,0.1,1.6975641 +667.8,442.00946,0.10060311,1044.4445,470000.0,450.0,29375.0,,7328.0,0.0002382752,0.1,1.5457201 +630.1,445.92807,0.12295,1045.7516,480000.0,459.0,30000.0,,7488.0,0.0002380192,0.1,1.6402636 +663.1,450.36014,0.09224939,1047.0085,490000.0,468.0,30625.0,,7648.0,0.0002377632,0.1,1.7978489 +682.4,455.00095,0.1268704,1048.218,500000.0,477.0,31250.0,,7808.0,0.0002375072,0.1,1.8570824 +682.0,459.4519,0.07237153,1051.5464,510000.0,485.0,31875.0,,7968.0,0.0002372512,0.1,1.8062514 +658.4,463.27783,0.08970559,1052.6316,520000.0,494.0,32500.0,,8096.0,0.0002370464,0.1,1.8291786 +622.6,466.2839,0.08782588,1053.678,530000.0,503.0,33125.0,,8256.0,0.0002367904,0.1,1.5547311 +633.2,469.37494,0.0840353,1052.6316,540000.0,513.0,33750.0,,8416.0,0.0002365344,0.1,1.703414 +622.1,472.15173,0.10940732,1049.6183,550000.0,524.0,34375.0,,8576.0,0.0002362784,0.1,1.7799013 +610.8,474.6276,0.09130449,1048.6891,560000.0,534.0,35000.0,,8736.0,0.0002360224,0.1,1.7661712 +613.5,477.06393,0.018483346,1051.6605,570000.0,542.0,35625.0,,8896.0,0.0002357664,0.1,1.7881517 +629.6,479.69388,0.0804662,1050.7246,580000.0,552.0,36250.0,,9056.0,0.0002355104,0.1,1.6284132 +649.7,482.57532,0.09868843,1049.822,590000.0,562.0,36875.0,,9216.0,0.0002352544,0.1,1.6639674 +646.1,485.30072,0.02439306,1052.6316,600000.0,570.0,37500.0,,9344.0,0.0002350496,0.1,1.7886058 +651.3,488.02203,0.10216023,1055.3633,610000.0,578.0,38125.0,,9504.0,0.0002347936,0.1,1.6996095 +633.7,490.37167,0.097642764,1054.4218,620000.0,588.0,38750.0,,9664.0,0.0002345376,0.1,1.7117186 +621.0,492.44513,0.11982502,1057.047,630000.0,596.0,39375.0,,9824.0,0.0002342816,0.1,1.5910163 +596.5,494.071,0.058083255,1056.1056,640000.0,606.0,40000.0,,9984.0,0.0002340256,0.1,1.6836348 +591.2,495.5653,0.07790335,1056.9105,650000.0,615.0,40625.0,,10144.0,0.0002337696,0.1,1.7205868 +579.7,496.8401,0.12042346,1057.6923,660000.0,624.0,41250.0,,10304.0,0.0002335136,0.1,1.6317875 +582.2,498.1141,0.10725907,1058.4518,670000.0,633.0,41875.0,,10464.0,0.0002332576,0.1,1.6254416 +580.0,499.3183,0.07269181,1057.5427,680000.0,643.0,42500.0,,10624.0,0.0002330016,0.1,1.5613319 +586.8,500.58615,0.069605865,1059.9078,690000.0,651.0,43125.0,,10752.0,0.0002327968,0.1,1.6271601 +590.9,501.87634,0.08585478,1060.6061,700000.0,660.0,43750.0,,10912.0,0.0002325408,0.1,1.4908407 +587.3,503.0795,0.07739619,1062.8743,710000.0,668.0,44375.0,,11072.0,0.0002322848,0.1,1.5928714 +591.0,504.30063,0.114604846,1063.5155,720000.0,677.0,45000.0,,11232.0,0.0002320288,0.1,1.5191374 +604.1,505.66776,0.08704613,1062.591,730000.0,687.0,45625.0,,11392.0,0.0002317728,0.1,1.5793263 +615.3,507.1493,0.07586307,1064.7482,740000.0,695.0,46250.0,,11552.0,0.0002315168,0.1,1.6417854 +630.9,508.7993,0.12507406,1065.341,750000.0,704.0,46875.0,,11712.0,0.0002312608,0.1,1.5350754 +638.8,510.50983,0.104038775,1065.9187,760000.0,713.0,47500.0,,11872.0,0.0002310048,0.1,1.4805064 +637.7,512.1616,0.17503478,1066.4819,770000.0,722.0,48125.0,,12000.0,0.0002308,0.1,1.4024279 +643.7,513.848,0.105991356,1067.0315,780000.0,731.0,48750.0,,12160.0,0.000230544,0.1,1.4026366 +642.6,515.4778,0.16552332,1067.5676,790000.0,740.0,49375.0,,12320.0,0.000230288,0.1,1.6364747 +647.8,517.13184,0.09132968,1069.5187,800000.0,748.0,50000.0,,12480.0,0.000230032,0.1,1.6511474 +657.7,518.86725,0.14078754,1070.0132,810000.0,757.0,50625.0,,12640.0,0.000229776,0.1,1.5022758 +659.2,520.5786,0.15089639,1069.1003,820000.0,767.0,51250.0,,12800.0,0.00022952,0.1,1.4731774 +648.2,522.1162,0.117397666,1069.5876,830000.0,776.0,51875.0,,12960.0,0.000229264,0.1,1.3724332 +653.6,523.6815,0.06577772,1070.0637,840000.0,785.0,52500.0,,13120.0,0.000229008,0.1,1.4033974 +658.9,525.2723,0.1330662,1070.5289,850000.0,794.0,53125.0,,13280.0,0.000228752,0.1,1.6013203 +667.6,526.9273,0.101258755,1069.6517,860000.0,804.0,53750.0,,13408.0,0.0002285472,0.1,1.5246242 +666.2,528.52814,0.11330698,1070.1107,870000.0,813.0,54375.0,,13568.0,0.0002282912,0.1,1.4086287 +674.3,530.18463,0.11910645,1070.5596,880000.0,822.0,55000.0,,13728.0,0.0002280352,0.1,1.5034473 +679.5,531.8623,0.12199295,1070.9988,890000.0,831.0,55625.0,,13888.0,0.0002277792,0.1,1.3293831 +669.7,533.39386,0.17325193,1071.4286,900000.0,840.0,56250.0,,14048.0,0.0002275232,0.1,1.447603 +659.9,534.784,0.131585,1070.5883,910000.0,850.0,56875.0,,14208.0,0.0002272672,0.1,1.409754 +657.5,536.11786,0.16278423,1071.0128,920000.0,859.0,57500.0,,14368.0,0.0002270112,0.1,1.3098452 +655.6,537.40265,0.101087615,1071.4286,930000.0,868.0,58125.0,,14528.0,0.0002267552,0.1,1.4732919 +662.0,538.72815,0.13794824,1071.8358,940000.0,877.0,58750.0,,14656.0,0.0002265504,0.1,1.5667249 +667.6,540.0847,0.18940517,1072.2347,950000.0,886.0,59375.0,,14816.0,0.0002262944,0.1,1.4869936 +672.0,541.4588,0.1465043,1071.4286,960000.0,896.0,60000.0,,14976.0,0.0002260384,0.1,1.3465854 +659.7,542.6778,0.11132923,1071.8232,970000.0,905.0,60625.0,,15136.0,0.0002257824,0.1,1.5305758 +672.1,543.9985,0.14247468,1073.3844,980000.0,913.0,61250.0,,15296.0,0.0002255264,0.1,1.4157276 +678.6,545.3581,0.15890864,1072.5894,990000.0,923.0,61875.0,,15456.0,0.0002252704,0.1,1.4981632 +678.7,546.69147,0.089170665,1072.9614,1000000.0,932.0,62500.0,,15616.0,0.0002250144,0.1,1.5550956 +683.2,552.0092,0.1829122,1073.3263,1010000.0,941.0,63125.0,,15776.0,0.0002247584,0.1,1.2554057 +691.8,557.151,0.1748067,1073.6842,1020000.0,950.0,63750.0,,15936.0,0.0002245024,0.1,1.2597964 +692.9,562.0212,0.10985407,1075.1566,1030000.0,958.0,64375.0,,16064.0,0.0002242976,0.1,1.4727416 +690.9,566.67303,0.1788955,1075.4912,1040000.0,967.0,65000.0,,16224.0,0.0002240416,0.1,1.2553837 +685.4,571.1516,0.07182257,1075.8197,1050000.0,976.0,65625.0,,16384.0,0.0002237856,0.1,1.3023651 +687.4,575.5506,0.09028804,1076.1421,1060000.0,985.0,66250.0,,16544.0,0.0002235296,0.1,1.4030125 +689.3,579.73,0.10855742,1075.3768,1070000.0,995.0,66875.0,,16704.0,0.0002232736,0.1,1.4647882 +689.0,583.565,0.12573206,1074.6268,1080000.0,1005.0,67500.0,,16864.0,0.0002230176,0.1,1.415415 +691.4,587.212,0.13448691,1074.9507,1090000.0,1014.0,68125.0,,17024.0,0.0002227616,0.1,1.4516537 +686.6,590.43604,0.15945886,1075.2688,1100000.0,1023.0,68750.0,,17184.0,0.0002225056,0.1,1.3952022 +695.0,593.63104,0.14003499,1076.6246,1110000.0,1031.0,69375.0,,17312.0,0.0002223008,0.1,1.524344 +697.4,596.70197,0.12688497,1076.9231,1120000.0,1040.0,70000.0,,17472.0,0.0002220448,0.1,1.5699167 +698.5,599.589,0.16190852,1075.1665,1130000.0,1051.0,70625.0,,17632.0,0.0002217888,0.1,1.4480991 +694.4,602.479,0.055320445,1075.4717,1140000.0,1060.0,71250.0,,17792.0,0.0002215328,0.1,1.5159603 +705.7,605.521,0.1838405,1074.7664,1150000.0,1070.0,71875.0,,17952.0,0.0002212768,0.1,1.3208662 +703.2,608.15497,0.09084273,1075.0695,1160000.0,1079.0,72500.0,,18112.0,0.0002210208,0.1,1.3160582 +714.1,610.95,0.116000384,1075.3677,1170000.0,1088.0,73125.0,,18272.0,0.0002207648,0.1,1.5090854 +713.3,613.56104,0.10494679,1075.6609,1180000.0,1097.0,73750.0,,18432.0,0.0002205088,0.1,1.5931616 +726.0,616.26807,0.14617838,1076.9231,1190000.0,1105.0,74375.0,,18592.0,0.0002202528,0.1,1.4596767 +720.0,618.70703,0.17324932,1076.2332,1200000.0,1115.0,75000.0,,18720.0,0.000220048,0.1,1.3392634 +717.6,621.12103,0.10659804,1076.5125,1210000.0,1124.0,75625.0,,18880.0,0.000219792,0.1,1.411849 +708.0,623.6481,0.13956782,1076.7872,1220000.0,1133.0,76250.0,,19040.0,0.000219536,0.1,1.511234 +709.4,626.239,0.12516683,1078.0017,1230000.0,1141.0,76875.0,,19200.0,0.00021928,0.1,1.491913 +703.7,628.85504,0.20253645,1078.2609,1240000.0,1150.0,77500.0,,19360.0,0.000219024,0.1,1.3815359 +711.1,631.58997,0.10024322,1079.4473,1250000.0,1158.0,78125.0,,19520.0,0.000218768,0.1,1.6033843 +727.5,634.29504,0.144362,1079.6915,1260000.0,1167.0,78750.0,,19680.0,0.000218512,0.1,1.4297756 +728.8,636.86005,0.09404173,1079.932,1270000.0,1176.0,79375.0,,19840.0,0.000218256,0.1,1.6551583 +736.3,639.486,0.11034743,1080.1688,1280000.0,1185.0,80000.0,,20000.0,0.000218,0.1,1.336533 +741.3,641.956,0.091093615,1081.3076,1290000.0,1193.0,80625.0,,20128.0,0.0002177952,0.1,1.6016172 +745.3,644.2301,0.06929349,1081.5308,1300000.0,1202.0,81250.0,,20288.0,0.0002175392,0.1,1.3268287 +739.1,646.32104,0.097669035,1082.6447,1310000.0,1210.0,81875.0,,20448.0,0.0002172832,0.1,1.4010136 +732.7,648.242,0.15306905,1082.8549,1320000.0,1219.0,82500.0,,20608.0,0.0002170272,0.1,1.4685218 +734.6,650.55005,0.07277076,1083.0619,1330000.0,1228.0,83125.0,,20768.0,0.0002167712,0.1,1.2483475 +739.1,652.8321,0.12671334,1083.266,1340000.0,1237.0,83750.0,,20928.0,0.0002165152,0.1,1.43681 +749.5,655.14,0.09522679,1083.467,1350000.0,1246.0,84375.0,,21088.0,0.0002162592,0.1,1.5379883 +744.8,657.546,0.098400034,1083.6653,1360000.0,1255.0,85000.0,,21248.0,0.0002160032,0.1,1.511042 +746.7,659.99805,0.07277816,1084.7189,1370000.0,1263.0,85625.0,,21376.0,0.0002157984,0.1,1.7378333 +744.6,662.404,0.08506537,1085.7593,1380000.0,1271.0,86250.0,,21536.0,0.0002155424,0.1,1.3760896 +744.0,664.81305,0.12915774,1085.9375,1390000.0,1280.0,86875.0,,21696.0,0.0002152864,0.1,1.4216404 +750.2,666.975,0.14946595,1086.9565,1400000.0,1288.0,87500.0,,21856.0,0.0002150304,0.1,1.2935477 +743.2,669.1501,0.08930764,1087.1241,1410000.0,1297.0,88125.0,,22016.0,0.0002147744,0.1,1.4174674 +744.3,670.892,0.10005626,1086.4575,1420000.0,1307.0,88750.0,,22176.0,0.0002145184,0.1,1.5044026 +744.1,672.46594,0.06325801,1085.801,1430000.0,1317.0,89375.0,,22336.0,0.0002142624,0.1,1.2713989 +747.8,674.065,0.10886817,1085.9729,1440000.0,1326.0,90000.0,,22496.0,0.0002140064,0.1,1.3034718 +743.5,675.27594,0.14443362,1086.1423,1450000.0,1335.0,90625.0,,22656.0,0.0002137504,0.1,1.2090728 +744.1,676.39307,0.21249862,1085.5018,1460000.0,1345.0,91250.0,,22784.0,0.0002135456,0.1,1.3746415 +751.5,677.23,0.18162426,1085.6721,1470000.0,1354.0,91875.0,,22944.0,0.0002132896,0.1,1.3403078 +750.3,678.43195,0.092424,1085.8401,1480000.0,1363.0,92500.0,,23104.0,0.0002130336,0.1,1.3514981 +756.3,679.3639,0.11691248,1086.0059,1490000.0,1372.0,93125.0,,23264.0,0.0002127776,0.1,1.3659773 +752.2,680.06195,0.15461503,1086.1694,1500000.0,1381.0,93750.0,,23424.0,0.0002125216,0.1,1.23856 +751.3,680.75494,0.15673266,1087.113,1510000.0,1389.0,94375.0,,23584.0,0.0002122656,0.1,1.5068057 +753.5,681.70593,0.046216436,1087.2676,1520000.0,1398.0,95000.0,,23744.0,0.0002120096,0.1,1.3487601 +747.7,682.95703,0.091860145,1087.42,1530000.0,1407.0,95625.0,,23904.0,0.0002117536,0.1,1.3836899 +753.2,684.15704,0.11263646,1088.3392,1540000.0,1415.0,96250.0,,24032.0,0.0002115488,0.1,1.3656467 +750.3,685.4391,0.089446515,1087.7192,1550000.0,1425.0,96875.0,,24192.0,0.0002112928,0.1,1.3336537 +753.1,686.86206,0.069132306,1087.108,1560000.0,1435.0,97500.0,,24352.0,0.0002110368,0.1,1.4764795 +771.7,688.4441,0.17054613,1085.7538,1570000.0,1446.0,98125.0,,24512.0,0.0002107808,0.1,1.4400884 +774.4,689.892,0.120890714,1085.1648,1580000.0,1456.0,98750.0,,24672.0,0.0002105248,0.1,1.2569551 +785.2,691.247,0.06787834,1085.3242,1590000.0,1465.0,99375.0,,24832.0,0.0002102688,0.1,1.4465929 +785.9,692.645,0.11933557,1086.2186,1600000.0,1473.0,100000.0,,24992.0,0.0002100128,0.1,1.4985329 +788.3,694.015,0.09180038,1086.3698,1610000.0,1482.0,100625.0,,25152.0,0.0002097568,0.1,1.4280115 +802.5,695.70294,0.09895837,1086.5192,1620000.0,1491.0,101250.0,,25312.0,0.0002095008,0.1,1.3547726 +782.2,697.31494,0.1221368,1087.3916,1630000.0,1499.0,101875.0,,25440.0,0.000209296,0.1,1.3739796 +781.2,699.16205,0.08795536,1087.5332,1640000.0,1508.0,102500.0,,25600.0,0.00020904,0.1,1.5864525 +772.7,700.97705,0.1510279,1088.3905,1650000.0,1516.0,103125.0,,25760.0,0.000208784,0.1,1.4312962 +769.3,702.87305,0.12455679,1088.5245,1660000.0,1525.0,103750.0,,25920.0,0.000208528,0.1,1.465278 +765.1,704.70197,0.14091459,1087.9479,1670000.0,1535.0,104375.0,,26080.0,0.000208272,0.1,1.3278685 +752.6,706.428,0.11259169,1087.3787,1680000.0,1545.0,105000.0,,26240.0,0.000208016,0.1,1.5023936 +746.1,708.021,0.1573843,1086.8168,1690000.0,1555.0,105625.0,,26400.0,0.00020776,0.1,1.5449433 +744.3,709.555,0.11977724,1087.652,1700000.0,1563.0,106250.0,,26560.0,0.000207504,0.1,1.3798633 +743.7,711.1191,0.15050285,1087.0947,1710000.0,1573.0,106875.0,,26688.0,0.0002072992,0.1,1.2988067 +736.6,712.575,0.11415706,1087.2313,1720000.0,1582.0,107500.0,,26848.0,0.0002070432,0.1,1.4863828 +744.6,713.98,0.1770769,1088.0503,1730000.0,1590.0,108125.0,,27008.0,0.0002067872,0.1,1.4897821 +747.7,715.3041,0.17264828,1088.18,1740000.0,1599.0,108750.0,,27168.0,0.0002065312,0.1,1.2753948 +767.2,716.6671,0.12418899,1088.3085,1750000.0,1608.0,109375.0,,27328.0,0.0002062752,0.1,1.5251358 +765.7,717.9361,0.08731466,1089.1089,1760000.0,1616.0,110000.0,,27488.0,0.0002060192,0.1,1.5021422 +766.1,719.2201,0.10131094,1089.2307,1770000.0,1625.0,110625.0,,27648.0,0.0002057632,0.1,1.7062343 +769.2,720.4751,0.14850393,1088.685,1780000.0,1635.0,111250.0,,27808.0,0.0002055072,0.1,1.5701787 +764.6,721.69507,0.1240436,1087.4849,1790000.0,1646.0,111875.0,,27968.0,0.0002052512,0.1,1.3614645 +756.3,722.78,0.08161373,1087.6133,1800000.0,1655.0,112500.0,,28096.0,0.0002050464,0.1,1.546562 +730.3,723.5059,0.07836055,1086.4346,1810000.0,1666.0,113125.0,,28256.0,0.0002047904,0.1,1.4478073 +752.5,724.4389,0.073521435,1086.5671,1820000.0,1675.0,113750.0,,28416.0,0.0002045344,0.1,1.2694638 +774.7,725.7039,0.09888432,1085.4093,1830000.0,1686.0,114375.0,,28576.0,0.0002042784,0.1,1.5524826 +775.2,726.92,0.122802645,1084.9056,1840000.0,1696.0,115000.0,,28736.0,0.0002040224,0.1,1.5692166 +784.8,728.17896,0.14143854,1085.6808,1850000.0,1704.0,115625.0,,28896.0,0.0002037664,0.1,1.6229857 +791.0,729.41296,0.067975,1085.8143,1860000.0,1713.0,116250.0,,29056.0,0.0002035104,0.1,1.6140081 +795.6,730.707,0.09205296,1085.3163,1870000.0,1723.0,116875.0,,29216.0,0.0002032544,0.1,1.2546985 +793.7,731.901,0.07224732,1086.0774,1880000.0,1731.0,117500.0,,29344.0,0.0002030496,0.1,1.5260738 +777.4,732.88,0.09511523,1086.8315,1890000.0,1739.0,118125.0,,29504.0,0.0002027936,0.1,1.6236459 +773.4,733.91705,0.12711933,1086.9565,1900000.0,1748.0,118750.0,,29664.0,0.0002025376,0.1,1.5153939 +784.8,735.16595,0.088143304,1087.0802,1910000.0,1757.0,119375.0,,29824.0,0.0002022816,0.1,1.4215977 +793.9,736.5299,0.057103038,1087.2028,1920000.0,1766.0,120000.0,,29984.0,0.0002020256,0.1,1.4836289 +794.2,737.91595,0.1376672,1086.7117,1930000.0,1776.0,120625.0,,30144.0,0.0002017696,0.1,1.3225803 +799.1,739.28705,0.05878257,1086.2262,1940000.0,1786.0,121250.0,,30304.0,0.0002015136,0.1,1.5318599 +788.4,740.495,0.06706143,1086.351,1950000.0,1795.0,121875.0,,30464.0,0.0002012576,0.1,1.4909778 +802.0,741.795,0.029377216,1086.4745,1960000.0,1804.0,122500.0,,30624.0,0.0002010016,0.1,1.5345929 +772.9,742.92694,0.11697191,1087.1964,1970000.0,1812.0,123125.0,,30752.0,0.0002007968,0.1,1.4341092 +770.4,743.9099,0.13597584,1087.3147,1980000.0,1821.0,123750.0,,30912.0,0.0002005408,0.1,1.3916839 +769.6,744.82,0.1418299,1087.4316,1990000.0,1830.0,124375.0,,31072.0,0.0002002848,0.1,1.7089901 +764.2,745.67505,0.11055839,1087.5476,2000000.0,1839.0,125000.0,,31232.0,0.0002000288,0.1,1.33341 +757.3,746.416,0.08943458,1087.6624,2010000.0,1848.0,125625.0,,31392.0,0.0001997728,0.1,1.3537412 +762.4,747.122,0.12723829,1087.776,2020000.0,1857.0,126250.0,,31552.0,0.0001995168,0.1,1.3845935 +784.3,748.036,0.09730314,1087.8885,2030000.0,1866.0,126875.0,,31712.0,0.0001992608,0.1,1.3691202 +778.4,748.91095,0.11881855,1088.0,2040000.0,1875.0,127500.0,,31872.0,0.0001990048,0.1,1.566617 +787.2,749.92896,0.208405,1088.6882,2050000.0,1883.0,128125.0,,32000.0,0.0001988,0.1,1.4268024 +805.4,751.109,0.16462499,1088.2197,2060000.0,1893.0,128750.0,,32160.0,0.000198544,0.1,1.453962 +791.1,752.12714,0.048220802,1088.9006,2070000.0,1901.0,129375.0,,32320.0,0.000198288,0.1,1.6862755 +787.8,753.115,0.06172937,1089.0052,2080000.0,1910.0,130000.0,,32480.0,0.000198032,0.1,1.3574547 +784.3,754.0439,0.13635893,1089.6768,2090000.0,1918.0,130625.0,,32640.0,0.000197776,0.1,1.4446652 +792.2,755.1001,0.18555395,1089.7769,2100000.0,1927.0,131250.0,,32800.0,0.00019752,0.1,1.4423982 +790.6,756.056,0.09446954,1089.876,2110000.0,1936.0,131875.0,,32960.0,0.000197264,0.1,1.5513027 +788.4,756.966,0.08390764,1090.535,2120000.0,1944.0,132500.0,,33120.0,0.000197008,0.1,1.5027757 +789.6,757.87714,0.10523695,1089.514,2130000.0,1955.0,133125.0,,33280.0,0.000196752,0.1,1.3657697 +810.2,759.0351,0.10536701,1089.613,2140000.0,1964.0,133750.0,,33408.0,0.0001965472,0.1,1.5443525 +807.4,760.052,0.13036914,1089.159,2150000.0,1974.0,134375.0,,33568.0,0.0001962912,0.1,1.4542338 +812.3,761.14307,0.14364594,1089.2587,2160000.0,1983.0,135000.0,,33728.0,0.0001960352,0.1,1.5745336 +818.4,762.1859,0.10012392,1089.9045,2170000.0,1991.0,135625.0,,33888.0,0.0001957792,0.1,1.6308647 +827.2,763.325,0.09291188,1090.0,2180000.0,2000.0,136250.0,,34048.0,0.0001955232,0.1,1.5993117 +817.9,764.24396,0.16441871,1090.0946,2190000.0,2009.0,136875.0,,34208.0,0.0001952672,0.1,1.3607788 +815.8,765.202,0.08273308,1090.1884,2200000.0,2018.0,137500.0,,34368.0,0.0001950112,0.1,1.6302598 +802.0,766.046,0.1547664,1089.7435,2210000.0,2028.0,138125.0,,34528.0,0.0001947552,0.1,1.4825006 +797.0,766.93604,0.09861389,1089.838,2220000.0,2037.0,138750.0,,34656.0,0.0001945504,0.1,1.3645754 +819.1,768.03296,0.13409443,1090.4646,2230000.0,2045.0,139375.0,,34816.0,0.0001942944,0.1,1.4534569 +809.1,769.08704,0.09379958,1091.0862,2240000.0,2053.0,140000.0,,34976.0,0.0001940384,0.1,1.4624784 +824.6,770.22205,0.11745302,1091.1736,2250000.0,2062.0,140625.0,,35136.0,0.0001937824,0.1,1.3481209 +821.6,771.163,0.11274089,1091.7875,2260000.0,2070.0,141250.0,,35296.0,0.0001935264,0.1,1.4154387 +824.9,772.1241,0.1660288,1091.8711,2270000.0,2079.0,141875.0,,35456.0,0.0001932704,0.1,1.2247496 +813.3,772.894,0.13258505,1091.954,2280000.0,2088.0,142500.0,,35616.0,0.0001930144,0.1,1.2293664 +796.6,773.44696,0.15048449,1092.0363,2290000.0,2097.0,143125.0,,35776.0,0.0001927584,0.1,1.5127208 +783.0,773.8239,0.066104785,1091.5995,2300000.0,2107.0,143750.0,,35936.0,0.0001925024,0.1,1.3287891 +783.6,774.2689,0.09101719,1092.1986,2310000.0,2115.0,144375.0,,36064.0,0.0001922976,0.1,1.3840477 +786.7,774.8091,0.10446583,1092.7932,2320000.0,2123.0,145000.0,,36224.0,0.0001920416,0.1,1.3927302 +802.7,775.49005,0.14622658,1093.3834,2330000.0,2131.0,145625.0,,36384.0,0.0001917856,0.1,1.4735086 +803.7,776.1361,0.08322463,1093.4579,2340000.0,2140.0,146250.0,,36544.0,0.0001915296,0.1,1.3982887 +832.8,776.96906,0.2042484,1093.0233,2350000.0,2150.0,146875.0,,36704.0,0.0001912736,0.1,1.4287672 +822.4,777.745,0.12728082,1092.087,2360000.0,2161.0,147500.0,,36864.0,0.0001910176,0.1,1.40349 +841.0,778.688,0.07875889,1091.6628,2370000.0,2171.0,148125.0,,37024.0,0.0001907616,0.1,1.35931 +845.1,779.693,0.044498105,1091.7432,2380000.0,2180.0,148750.0,,37184.0,0.0001905056,0.1,1.483012 +840.6,780.659,0.11745534,1092.3218,2390000.0,2188.0,149375.0,,37312.0,0.0001903008,0.1,1.3132366 +822.0,781.377,0.13707295,1092.3987,2400000.0,2197.0,150000.0,,37472.0,0.0001900448,0.1,1.3256804 +794.4,781.889,0.091182455,1092.9706,2410000.0,2205.0,150625.0,,37632.0,0.0001897888,0.1,1.4398679 +801.7,782.46295,0.17900264,1093.0443,2420000.0,2214.0,151250.0,,37792.0,0.0001895328,0.1,1.5801163 +806.4,783.086,0.09303493,1093.1174,2430000.0,2223.0,151875.0,,37952.0,0.0001892768,0.1,1.3448367 +805.3,783.66095,0.091965854,1093.19,2440000.0,2232.0,152500.0,,38112.0,0.0001890208,0.1,1.2699075 +821.6,784.442,0.12740636,1092.7743,2450000.0,2242.0,153125.0,,38272.0,0.0001887648,0.1,1.6924303 +820.3,785.2039,0.09224197,1093.3334,2460000.0,2250.0,153750.0,,38432.0,0.0001885088,0.1,1.3695259 +822.3,785.9119,0.1219384,1093.4042,2470000.0,2259.0,154375.0,,38592.0,0.0001882528,0.1,1.4079555 +831.0,786.71893,0.10599059,1093.9568,2480000.0,2267.0,155000.0,,38720.0,0.000188048,0.1,1.4234862 +813.1,787.2869,0.082174316,1094.0247,2490000.0,2276.0,155625.0,,38880.0,0.000187792,0.1,1.2945403 +812.0,787.88495,0.09567683,1093.1351,2500000.0,2287.0,156250.0,,39040.0,0.000187536,0.1,1.3894627 +798.8,788.3599,0.07771254,1092.7296,2510000.0,2297.0,156875.0,,39200.0,0.00018728,0.1,1.6387084 +794.7,788.772,0.031206135,1092.8014,2520000.0,2306.0,157500.0,,39360.0,0.000187024,0.1,1.6514819 +788.6,789.181,0.18876863,1092.8726,2530000.0,2315.0,158125.0,,39520.0,0.000186768,0.1,1.1750193 +786.5,789.514,0.12899539,1092.9432,2540000.0,2324.0,158750.0,,39680.0,0.000186512,0.1,1.59384 +775.9,789.77,0.18134135,1092.545,2550000.0,2334.0,159375.0,,39840.0,0.000186256,0.1,1.2089376 +770.3,789.94196,0.1344251,1092.6163,2560000.0,2343.0,160000.0,,40000.0,0.000186,0.1,1.3419542 +793.6,790.16095,0.10053296,1093.1519,2570000.0,2351.0,160625.0,,40128.0,0.0001857952,0.1,1.4820125 +790.0,790.317,0.16024525,1093.2203,2580000.0,2360.0,161250.0,,40288.0,0.0001855392,0.1,1.3412955 +807.2,790.5369,0.121418625,1093.75,2590000.0,2368.0,161875.0,,40448.0,0.0001852832,0.1,1.5964835 +811.2,790.7901,0.04235642,1093.8157,2600000.0,2377.0,162500.0,,40608.0,0.0001850272,0.1,1.7393091 +825.6,791.163,0.15788327,1093.881,2610000.0,2386.0,163125.0,,40768.0,0.0001847712,0.1,1.4588518 +828.5,791.42303,0.17006668,1093.4891,2620000.0,2396.0,163750.0,,40928.0,0.0001845152,0.1,1.3823084 +833.1,791.932,0.10692041,1093.1006,2630000.0,2406.0,164375.0,,41088.0,0.0001842592,0.1,1.3604844 +840.3,792.52295,0.16161624,1093.1677,2640000.0,2415.0,165000.0,,41248.0,0.0001840032,0.1,1.3217798 +846.6,793.262,0.14716825,1093.6855,2650000.0,2423.0,165625.0,,41376.0,0.0001837984,0.1,1.4434781 +846.9,794.0379,0.06082108,1093.75,2660000.0,2432.0,166250.0,,41536.0,0.0001835424,0.1,1.1327319 +852.5,794.9119,0.079037145,1093.814,2670000.0,2441.0,166875.0,,41696.0,0.0001832864,0.1,1.5153515 +852.0,795.90594,0.07388602,1093.8776,2680000.0,2450.0,167500.0,,41856.0,0.0001830304,0.1,1.3795514 +848.8,796.933,0.12168126,1093.9407,2690000.0,2459.0,168125.0,,42016.0,0.0001827744,0.1,1.546105 +848.6,797.97595,0.059964295,1093.5602,2700000.0,2469.0,168750.0,,42176.0,0.0001825184,0.1,1.3449845 +850.4,799.04297,0.15685596,1093.1827,2710000.0,2479.0,169375.0,,42336.0,0.0001822624,0.1,1.2377138 +844.2,800.1189,0.13283807,1093.2476,2720000.0,2488.0,170000.0,,42496.0,0.0001820064,0.1,1.3886528 +836.2,801.035,0.06373592,1093.312,2730000.0,2497.0,170625.0,,42656.0,0.0001817504,0.1,1.4472611 +826.7,801.8251,0.12263362,1093.8124,2740000.0,2505.0,171250.0,,42784.0,0.0001815456,0.1,1.2762542 +823.5,802.3881,0.08472357,1093.8743,2750000.0,2514.0,171875.0,,42944.0,0.0001812896,0.1,1.2627547 +831.1,803.0421,0.104861714,1093.0693,2760000.0,2525.0,172500.0,,43104.0,0.0001810336,0.1,1.4708506 +822.0,803.601,0.03581682,1093.1334,2770000.0,2534.0,173125.0,,43264.0,0.0001807776,0.1,1.3198888 +809.8,804.007,0.16129039,1093.197,2780000.0,2543.0,173750.0,,43424.0,0.0001805216,0.1,1.3158034 +804.5,804.406,0.06910172,1092.8319,2790000.0,2553.0,174375.0,,43584.0,0.0001802656,0.1,1.3797526 +826.7,805.11,0.23236561,1092.4697,2800000.0,2563.0,175000.0,,43744.0,0.0001800096,0.1,1.4391476 +828.0,806.08704,0.28887364,1092.96,2810000.0,2571.0,175625.0,,43904.0,0.0001797536,0.1,1.2392325 +821.7,806.77905,0.084733285,1093.447,2820000.0,2579.0,176250.0,,44032.0,0.0001795488,0.1,1.4457706 +806.2,807.0941,0.13595696,1093.5085,2830000.0,2588.0,176875.0,,44192.0,0.0001792928,0.1,1.3365972 +837.5,807.71704,0.1518521,1093.5695,2840000.0,2597.0,177500.0,,44352.0,0.0001790368,0.1,1.4805253 +887.5,808.7441,0.18510062,1093.6301,2850000.0,2606.0,178125.0,,44512.0,0.0001787808,0.1,1.4035537 +870.8,809.54205,0.13040155,1093.6903,2860000.0,2615.0,178750.0,,44672.0,0.0001785248,0.1,1.4363463 +878.1,810.367,0.1623223,1094.167,2870000.0,2623.0,179375.0,,44832.0,0.0001782688,0.1,1.5337348 +883.7,811.267,0.11831612,1094.225,2880000.0,2632.0,180000.0,,44992.0,0.0001780128,0.1,1.2410386 +881.0,812.30304,0.1511692,1093.8683,2890000.0,2642.0,180625.0,,45152.0,0.0001777568,0.1,1.3904887 +857.8,813.14703,0.18728003,1094.3396,2900000.0,2650.0,181250.0,,45312.0,0.0001775008,0.1,1.2311777 +816.7,813.466,0.09749542,1094.3964,2910000.0,2659.0,181875.0,,45440.0,0.000177296,0.1,1.1250322 +828.6,813.81305,0.0778204,1094.0427,2920000.0,2669.0,182500.0,,45600.0,0.00017704,0.1,1.2169359 +827.3,814.144,0.11529266,1094.1001,2930000.0,2678.0,183125.0,,45760.0,0.000176784,0.1,1.3480389 +829.9,814.452,0.19030726,1094.5645,2940000.0,2686.0,183750.0,,45920.0,0.000176528,0.1,1.2793274 +840.2,814.97,0.13599853,1094.6196,2950000.0,2695.0,184375.0,,46080.0,0.000176272,0.1,1.3922182 +835.8,815.308,0.12819678,1095.0796,2960000.0,2703.0,185000.0,,46240.0,0.000176016,0.1,1.3326712 +856.4,816.14294,0.112076916,1094.7291,2970000.0,2713.0,185625.0,,46400.0,0.00017576,0.1,1.3719172 +862.8,817.06696,0.08536019,1094.3812,2980000.0,2723.0,186250.0,,46560.0,0.000175504,0.1,1.432425 +859.4,817.96484,0.10054561,1094.4363,2990000.0,2732.0,186875.0,,46688.0,0.0001752992,0.1,1.2919086 +856.8,818.8909,0.13587719,1094.8905,3000000.0,2740.0,187500.0,,46848.0,0.0001750432,0.1,1.3351631 +868.6,820.0039,0.12908585,1094.9436,3010000.0,2749.0,188125.0,,47008.0,0.0001747872,0.1,1.1006244 +862.6,821.00604,0.07049193,1094.9963,3020000.0,2758.0,188750.0,,47168.0,0.0001745312,0.1,1.5627773 +861.2,821.775,0.13555886,1095.4447,3030000.0,2766.0,189375.0,,47328.0,0.0001742752,0.1,1.2549367 +821.2,822.2031,0.123742364,1095.4955,3040000.0,2775.0,190000.0,,47488.0,0.0001740192,0.1,1.328891 +817.3,822.5041,0.20771779,1095.546,3050000.0,2784.0,190625.0,,47648.0,0.0001737632,0.1,1.4115509 +827.2,822.72205,0.16087343,1095.5962,3060000.0,2793.0,191250.0,,47808.0,0.0001735072,0.1,1.4315456 +811.3,822.924,0.059710052,1095.646,3070000.0,2802.0,191875.0,,47968.0,0.0001732512,0.1,1.3760774 +823.4,823.2799,0.12023234,1096.4756,3080000.0,2809.0,192500.0,,48096.0,0.0001730464,0.1,1.5325192 +834.4,823.78094,0.10687399,1096.1334,3090000.0,2819.0,193125.0,,48256.0,0.0001727904,0.1,1.218122 +841.8,824.27686,0.10529975,1095.7936,3100000.0,2829.0,193750.0,,48416.0,0.0001725344,0.1,1.527848 +845.4,824.82495,0.101537496,1095.8422,3110000.0,2838.0,194375.0,,48576.0,0.0001722784,0.1,1.3234947 +847.6,825.41693,0.121171474,1095.8904,3120000.0,2847.0,195000.0,,48736.0,0.0001720224,0.1,1.3159504 +841.9,825.94,0.09270991,1095.5548,3130000.0,2857.0,195625.0,,48896.0,0.0001717664,0.1,1.3354771 +838.3,826.221,0.16094095,1095.6036,3140000.0,2866.0,196250.0,,49056.0,0.0001715104,0.1,1.2650733 +839.4,826.541,0.1253345,1095.6522,3150000.0,2875.0,196875.0,,49216.0,0.0001712544,0.1,1.7022254 +844.4,826.86194,0.08637702,1096.0804,3160000.0,2883.0,197500.0,,49344.0,0.0001710496,0.1,1.5333011 +859.6,827.274,0.06545784,1096.5063,3170000.0,2891.0,198125.0,,49504.0,0.0001707936,0.1,1.2561061 +859.1,827.593,0.11844588,1096.1737,3180000.0,2901.0,198750.0,,49664.0,0.0001705376,0.1,1.3741045 +867.6,828.0901,0.11827094,1096.5968,3190000.0,2909.0,199375.0,,49824.0,0.0001702816,0.1,1.3457376 +878.0,828.71204,0.086527884,1097.0175,3200000.0,2917.0,200000.0,,49984.0,0.0001700256,0.1,1.3266957 +866.3,829.355,0.114330634,1097.0608,3210000.0,2926.0,200625.0,,50144.0,0.0001697696,0.1,1.1725106 +866.3,830.048,0.08811681,1096.7302,3220000.0,2936.0,201250.0,,50304.0,0.0001695136,0.1,1.2739066 +847.0,830.32697,0.21147743,1096.0299,3230000.0,2947.0,201875.0,,50464.0,0.0001692576,0.1,1.5241487 +834.6,830.582,0.22345325,1095.7051,3240000.0,2957.0,202500.0,,50624.0,0.0001690016,0.1,1.2752221 +827.5,830.611,0.05088929,1095.7518,3250000.0,2966.0,203125.0,,50752.0,0.0001687968,0.1,1.3681626 +822.1,830.616,0.13080364,1095.7983,3260000.0,2975.0,203750.0,,50912.0,0.0001685408,0.1,1.4658349 +830.5,830.67206,0.23983707,1096.2119,3270000.0,2983.0,204375.0,,51072.0,0.0001682848,0.1,1.2139201 +840.4,830.94305,0.17548968,1096.2567,3280000.0,2992.0,205000.0,,51232.0,0.0001680288,0.1,1.3376938 +822.9,831.206,0.08935305,1096.6666,3290000.0,3000.0,205625.0,,51392.0,0.0001677728,0.1,1.3013535 +822.8,831.6039,0.1434984,1096.7098,3300000.0,3009.0,206250.0,,51552.0,0.0001675168,0.1,1.3143806 +824.2,832.01,0.1157078,1096.3895,3310000.0,3019.0,206875.0,,51712.0,0.0001672608,0.1,1.3208885 +852.4,832.66705,0.0624245,1096.7955,3320000.0,3027.0,207500.0,,51872.0,0.0001670048,0.1,1.3418972 +858.3,833.22296,0.09064185,1097.1993,3330000.0,3035.0,208125.0,,52000.0,0.0001668,0.1,1.246689 +872.0,833.90594,0.08062441,1096.8801,3340000.0,3045.0,208750.0,,52160.0,0.000166544,0.1,1.4250591 +886.4,834.44196,0.18892345,1096.9221,3350000.0,3054.0,209375.0,,52320.0,0.000166288,0.1,0.9864931 +895.1,835.1689,0.078409806,1096.9637,3360000.0,3063.0,210000.0,,52480.0,0.000166032,0.1,1.3487252 +906.2,835.8211,0.08094879,1097.0052,3370000.0,3072.0,210625.0,,52640.0,0.000165776,0.1,1.343425 +893.1,836.301,0.13574846,1097.0464,3380000.0,3081.0,211250.0,,52800.0,0.00016552,0.1,1.4039762 +881.3,836.70807,0.12290658,1097.0874,3390000.0,3090.0,211875.0,,52960.0,0.000165264,0.1,1.3676412 +865.8,837.146,0.07369028,1097.4823,3400000.0,3098.0,212500.0,,53120.0,0.000165008,0.1,1.4633182 +869.7,837.899,0.12020867,1097.5217,3410000.0,3107.0,213125.0,,53280.0,0.000164752,0.1,1.4494705 +863.1,838.51294,0.11429179,1097.9133,3420000.0,3115.0,213750.0,,53408.0,0.0001645472,0.1,1.4689058 +864.6,839.095,0.11049267,1098.3029,3430000.0,3123.0,214375.0,,53568.0,0.0001642912,0.1,1.5997127 +885.4,839.896,0.16156134,1098.3397,3440000.0,3132.0,215000.0,,53728.0,0.0001640352,0.1,1.3541379 +894.0,840.62,0.08312117,1098.0267,3450000.0,3142.0,215625.0,,53888.0,0.0001637792,0.1,1.3055159 +907.9,841.49603,0.18633431,1098.4127,3460000.0,3150.0,216250.0,,54048.0,0.0001635232,0.1,1.3047118 +913.2,842.405,0.10477917,1098.4489,3470000.0,3159.0,216875.0,,54208.0,0.0001632672,0.1,1.2528415 +902.6,843.12103,0.068016365,1098.4849,3480000.0,3168.0,217500.0,,54368.0,0.0001630112,0.1,1.6176363 +948.2,844.47205,0.06470849,1098.8665,3490000.0,3176.0,218125.0,,54528.0,0.0001627552,0.1,1.5524657 +953.5,845.8871,0.13399991,1099.2462,3500000.0,3184.0,218750.0,,54656.0,0.0001625504,0.1,1.3044994 +957.4,847.473,0.120792225,1099.2797,3510000.0,3193.0,219375.0,,54816.0,0.0001622944,0.1,1.2089701 +951.6,849.04205,0.1355935,1099.313,3520000.0,3202.0,220000.0,,54976.0,0.0001620384,0.1,1.5047721 +961.8,850.7739,0.09189393,1099.346,3530000.0,3211.0,220625.0,,55136.0,0.0001617824,0.1,1.432395 +954.0,852.449,0.077433735,1098.6964,3540000.0,3222.0,221250.0,,55296.0,0.0001615264,0.1,1.2396002 +960.2,854.29193,0.1141477,1098.7311,3550000.0,3231.0,221875.0,,55456.0,0.0001612704,0.1,1.4156764 +915.0,855.739,0.14416394,1098.7654,3560000.0,3240.0,222500.0,,55616.0,0.0001610144,0.1,1.5413027 +925.8,857.0609,0.041490402,1099.138,3570000.0,3248.0,223125.0,,55776.0,0.0001607584,0.1,1.4665191 +919.2,858.353,0.03327874,1099.171,3580000.0,3257.0,223750.0,,55936.0,0.0001605024,0.1,1.2266366 +909.1,859.37195,0.17678124,1099.5405,3590000.0,3265.0,224375.0,,56064.0,0.0001602976,0.1,1.238384 +892.8,860.18805,0.10703356,1099.5724,3600000.0,3274.0,225000.0,,56224.0,0.0001600416,0.1,1.4920357 +908.1,861.01294,0.09142935,1099.604,3610000.0,3283.0,225625.0,,56384.0,0.0001597856,0.1,1.5019412 +891.0,861.63794,0.062958926,1099.6355,3620000.0,3292.0,226250.0,,56544.0,0.0001595296,0.1,1.5279441 +901.6,862.323,0.061375692,1099.3337,3630000.0,3302.0,226875.0,,56704.0,0.0001592736,0.1,1.1519309 +918.7,863.10706,0.11863532,1099.3657,3640000.0,3311.0,227500.0,,56864.0,0.0001590176,0.1,1.420721 +917.9,863.82,0.06927617,1099.7289,3650000.0,3319.0,228125.0,,57024.0,0.0001587616,0.1,1.3293597 +938.6,864.73694,0.027586687,1099.7596,3660000.0,3328.0,228750.0,,57184.0,0.0001585056,0.1,1.4201317 +962.3,865.8349,0.13634787,1099.7903,3670000.0,3337.0,229375.0,,57312.0,0.0001583008,0.1,1.4506891 +969.2,867.00696,0.1205213,1099.4921,3680000.0,3347.0,230000.0,,57472.0,0.0001580448,0.1,1.4158113 +1014.2,868.661,0.14931685,1099.5232,3690000.0,3356.0,230625.0,,57632.0,0.0001577888,0.1,1.3412108 +1001.8,870.193,0.1342798,1099.5542,3700000.0,3365.0,231250.0,,57792.0,0.0001575328,0.1,1.3341546 +981.3,871.50195,0.07845835,1099.911,3710000.0,3373.0,231875.0,,57952.0,0.0001572768,0.1,1.2569675 +988.6,872.94604,0.14772682,1099.2908,3720000.0,3384.0,232500.0,,58112.0,0.0001570208,0.1,1.4872701 +968.6,874.2699,0.16049439,1099.3221,3730000.0,3393.0,233125.0,,58272.0,0.0001567648,0.1,1.2443811 +959.8,875.60095,0.16389959,1099.3533,3740000.0,3402.0,233750.0,,58432.0,0.0001565088,0.1,1.6701069 +955.3,876.919,0.03528018,1099.0621,3750000.0,3412.0,234375.0,,58592.0,0.0001562528,0.1,1.5471845 +973.4,878.342,0.24779737,1099.4152,3760000.0,3420.0,235000.0,,58720.0,0.000156048,0.1,1.6752324 +940.2,879.524,0.14159186,1099.1254,3770000.0,3430.0,235625.0,,58880.0,0.000155792,0.1,1.468029 +946.1,880.887,0.105685934,1099.1567,3780000.0,3439.0,236250.0,,59040.0,0.000155536,0.1,1.6573359 +940.5,882.247,0.2783729,1099.5068,3790000.0,3447.0,236875.0,,59200.0,0.00015528,0.1,1.4844389 +951.9,883.4991,0.1371524,1099.537,3800000.0,3456.0,237500.0,,59360.0,0.000155024,0.1,1.2391934 +941.4,884.633,0.18963437,1099.5671,3810000.0,3465.0,238125.0,,59520.0,0.000154768,0.1,1.4009271 +931.1,885.7269,0.11776682,1099.9136,3820000.0,3473.0,238750.0,,59680.0,0.000154512,0.1,1.4059632 +870.2,886.36694,0.11889641,1099.9425,3830000.0,3482.0,239375.0,,59840.0,0.000154256,0.1,1.2916231 +885.7,886.84906,0.04964904,1100.2865,3840000.0,3490.0,240000.0,,60000.0,0.000154,0.1,1.4833143 +901.3,886.98694,0.041957777,1100.6289,3850000.0,3498.0,240625.0,,60128.0,0.0001537952,0.1,1.4221295 +914.6,887.42505,0.095149,1100.6559,3860000.0,3507.0,241250.0,,60288.0,0.0001535392,0.1,1.6001707 +925.3,887.897,0.089976504,1100.6826,3870000.0,3516.0,241875.0,,60448.0,0.0001532832,0.1,1.403726 +955.6,888.61597,0.14259353,1100.3971,3880000.0,3526.0,242500.0,,60608.0,0.0001530272,0.1,1.3643886 +958.8,889.3939,0.13162062,1100.7357,3890000.0,3534.0,243125.0,,60768.0,0.0001527712,0.1,1.3959152 +992.5,890.74097,0.0950548,1101.0729,3900000.0,3542.0,243750.0,,60928.0,0.0001525152,0.1,1.4145083 +987.1,892.445,0.22099842,1101.0983,3910000.0,3551.0,244375.0,,61088.0,0.0001522592,0.1,1.514107 +980.2,893.961,0.20285448,1100.8143,3920000.0,3561.0,245000.0,,61248.0,0.0001520032,0.1,1.5828085 +969.7,895.3851,0.023104098,1101.1488,3930000.0,3569.0,245625.0,,61376.0,0.0001517984,0.1,1.6965477 +957.2,896.658,0.052932803,1100.8662,3940000.0,3579.0,246250.0,,61536.0,0.0001515424,0.1,1.631955 +917.2,897.4281,0.04054833,1100.8918,3950000.0,3588.0,246875.0,,61696.0,0.0001512864,0.1,1.4549987 +907.5,898.1451,0.088302486,1100.9175,3960000.0,3597.0,247500.0,,61856.0,0.0001510304,0.1,1.4311624 +900.7,898.58813,0.11680922,1100.9429,3970000.0,3606.0,248125.0,,62016.0,0.0001507744,0.1,1.246028 +901.0,898.97,0.12460245,1100.9681,3980000.0,3615.0,248750.0,,62176.0,0.0001505184,0.1,1.2514521 +909.1,899.4671,0.09535992,1100.9934,3990000.0,3624.0,249375.0,,62336.0,0.0001502624,0.1,1.42119 +915.0,900.049,0.104347534,1101.3215,4000000.0,3632.0,250000.0,,62496.0,0.0001500064,0.1,1.1883016 +910.8,900.471,0.1264245,1101.0433,4010000.0,3642.0,250625.0,,62656.0,0.0001497504,0.1,1.2584808 +917.9,901.0239,0.09613395,1101.0682,4020000.0,3651.0,251250.0,,62784.0,0.0001495456,0.1,1.3085601 +926.2,901.674,0.1223205,1101.3938,4030000.0,3659.0,251875.0,,62944.0,0.0001492896,0.1,1.5121262 +920.9,902.67096,0.07054082,1101.4177,4040000.0,3668.0,252500.0,,63104.0,0.0001490336,0.1,1.3234411 +932.3,903.82104,0.08697598,1101.741,4050000.0,3676.0,253125.0,,63264.0,0.0001487776,0.1,1.6509327 +932.0,904.86896,0.07531058,1101.7639,4060000.0,3685.0,253750.0,,63424.0,0.0001485216,0.1,1.3943299 +905.4,905.81,0.09797232,1102.0851,4070000.0,3693.0,254375.0,,63584.0,0.0001482656,0.1,1.2509863 +901.3,906.5889,0.1146745,1101.8093,4080000.0,3703.0,255000.0,,63744.0,0.0001480096,0.1,1.363684 +925.1,907.49603,0.15805641,1101.8319,4090000.0,3712.0,255625.0,,63904.0,0.0001477536,0.1,1.2811131 +907.2,908.15,0.18560654,1101.8544,4100000.0,3721.0,256250.0,,64032.0,0.0001475488,0.1,1.2395451 +900.2,908.69806,0.18805254,1101.8767,4110000.0,3730.0,256875.0,,64192.0,0.0001472928,0.1,1.159471 +894.2,909.1641,0.11495208,1101.8989,4120000.0,3739.0,257500.0,,64352.0,0.0001470368,0.1,1.4532616 +894.1,909.68616,0.13045159,1102.2151,4130000.0,3747.0,258125.0,,64512.0,0.0001467808,0.1,1.5367773 +891.5,910.21814,0.1543657,1102.5299,4140000.0,3755.0,258750.0,,64672.0,0.0001465248,0.1,1.1223569 +907.6,910.9001,0.13022943,1101.965,4150000.0,3766.0,259375.0,,64832.0,0.0001462688,0.1,1.4292579 +889.1,911.34705,0.07074537,1101.4032,4160000.0,3777.0,260000.0,,64992.0,0.0001460128,0.1,1.1909566 +900.0,911.7511,0.19398212,1101.1355,4170000.0,3787.0,260625.0,,65152.0,0.0001457568,0.1,0.976691 +928.4,912.444,-0.0005757276,1101.159,4180000.0,3796.0,261250.0,,65312.0,0.0001455008,0.1,1.4478927 +946.8,913.23596,0.12942845,1101.1826,4190000.0,3805.0,261875.0,,65440.0,0.000145296,0.1,1.4673573 +979.8,914.2539,0.058848094,1101.4949,4200000.0,3813.0,262500.0,,65600.0,0.00014504,0.1,1.4285872 +999.7,915.58795,0.10697808,1101.2294,4210000.0,3823.0,263125.0,,65760.0,0.000144784,0.1,1.3721584 +998.0,916.905,0.19181038,1101.54,4220000.0,3831.0,263750.0,,65920.0,0.000144528,0.1,1.491619 +1006.4,918.49896,0.17917505,1101.5625,4230000.0,3840.0,264375.0,,66080.0,0.000144272,0.1,1.315345 +1008.6,920.2391,0.15153472,1101.8711,4240000.0,3848.0,265000.0,,66240.0,0.000144016,0.1,1.448978 +1013.9,922.10297,0.15153398,1102.1785,4250000.0,3856.0,265625.0,,66400.0,0.00014376,0.1,1.3476274 +1014.1,924.02295,0.09906023,1102.4845,4260000.0,3864.0,266250.0,,66560.0,0.000143504,0.1,1.4891524 +960.6,925.32404,0.115927525,1102.5045,4270000.0,3873.0,266875.0,,66688.0,0.0001432992,0.1,1.1951518 +967.4,926.59406,0.24327481,1102.5244,4280000.0,3882.0,267500.0,,66848.0,0.0001430432,0.1,1.7262678 +962.2,927.98706,0.08065199,1102.8278,4290000.0,3890.0,268125.0,,67008.0,0.0001427872,0.1,1.4628583 +959.4,929.353,0.052980233,1102.8469,4300000.0,3899.0,268750.0,,67168.0,0.0001425312,0.1,1.4682992 +946.0,930.5709,0.13070539,1103.1482,4310000.0,3907.0,269375.0,,67328.0,0.0001422752,0.1,1.487316 +955.5,931.60205,0.16319136,1103.1665,4320000.0,3916.0,270000.0,,67488.0,0.0001420192,0.1,1.2835398 +977.8,932.79694,0.070208706,1103.1847,4330000.0,3925.0,270625.0,,67648.0,0.0001417632,0.1,1.4614556 +994.2,934.01904,0.1775684,1103.4834,4340000.0,3933.0,271250.0,,67808.0,0.0001415072,0.1,1.3359166 +995.9,935.114,0.17961559,1102.9412,4350000.0,3944.0,271875.0,,67968.0,0.0001412512,0.1,1.3181626 +1000.8,936.171,0.105970606,1103.2389,4360000.0,3952.0,272500.0,,68096.0,0.0001410464,0.1,1.4038674 +998.2,937.091,0.11707135,1102.9783,4370000.0,3962.0,273125.0,,68256.0,0.0001407904,0.1,1.387 +989.3,938.053,0.17116736,1102.9967,4380000.0,3971.0,273750.0,,68416.0,0.0001405344,0.1,1.7836858 +986.3,939.10297,0.1467995,1103.2922,4390000.0,3979.0,274375.0,,68576.0,0.0001402784,0.1,1.4059647 +976.4,940.209,0.17785823,1103.0333,4400000.0,3989.0,275000.0,,68736.0,0.0001400224,0.1,1.349865 +966.7,941.17896,0.118036754,1103.0515,4410000.0,3998.0,275625.0,,68896.0,0.0001397664,0.1,1.2028815 +956.7,942.11505,0.118097946,1103.345,4420000.0,4006.0,276250.0,,69056.0,0.0001395104,0.1,1.3254663 +947.3,942.942,0.1833027,1103.3624,4430000.0,4015.0,276875.0,,69216.0,0.0001392544,0.1,1.3992517 +935.2,943.44006,0.113257825,1103.6539,4440000.0,4023.0,277500.0,,69344.0,0.0001390496,0.1,1.3367203 +958.5,944.085,0.06444586,1103.6707,4450000.0,4032.0,278125.0,,69504.0,0.0001387936,0.1,1.2640036 +947.9,944.485,0.11682291,1103.9604,4460000.0,4040.0,278750.0,,69664.0,0.0001385376,0.1,1.1303258 +939.0,944.74304,0.1416622,1103.7037,4470000.0,4050.0,279375.0,,69824.0,0.0001382816,0.1,1.0333219 +922.3,944.93994,0.08540881,1103.7201,4480000.0,4059.0,280000.0,,69984.0,0.0001380256,0.1,1.3816633 +947.7,944.935,0.12064716,1103.4652,4490000.0,4069.0,280625.0,,70144.0,0.0001377696,0.1,1.7290709 +939.8,944.798,0.0590879,1103.7528,4500000.0,4077.0,281250.0,,70304.0,0.0001375136,0.1,1.2367795 +954.8,944.772,0.10372043,1103.4989,4510000.0,4087.0,281875.0,,70464.0,0.0001372576,0.1,1.5746537 +970.7,944.96295,0.088342644,1103.7852,4520000.0,4095.0,282500.0,,70624.0,0.0001370016,0.1,1.2491095 +995.5,945.3,0.20125861,1104.0702,4530000.0,4103.0,283125.0,,70752.0,0.0001367968,0.1,1.4514341 +985.0,945.61,0.12109806,1104.3541,4540000.0,4111.0,283750.0,,70912.0,0.0001365408,0.1,1.1536146 +1000.1,946.00903,0.050508935,1104.3689,4550000.0,4120.0,284375.0,,71072.0,0.0001362848,0.1,1.312033 +1023.2,947.091,0.10392338,1104.3837,4560000.0,4129.0,285000.0,,71232.0,0.0001360288,0.1,1.1929808 +1057.0,948.4031,0.11639439,1104.6652,4570000.0,4137.0,285625.0,,71392.0,0.0001357728,0.1,1.1488979 +1054.1,949.752,0.145522,1104.9457,4580000.0,4145.0,286250.0,,71552.0,0.0001355168,0.1,1.4289677 +1018.3,950.844,0.16247061,1104.9591,4590000.0,4154.0,286875.0,,71712.0,0.0001352608,0.1,1.4050803 +991.8,951.834,0.16320269,1105.2379,4600000.0,4162.0,287500.0,,71872.0,0.0001350048,0.1,1.4474804 +1006.6,952.819,0.08842776,1105.2505,4610000.0,4171.0,288125.0,,72000.0,0.0001348,0.1,1.2761623 +1033.0,954.239,0.068966955,1105.5276,4620000.0,4179.0,288750.0,,72160.0,0.000134544,0.1,1.5089846 +991.6,955.13904,0.10967421,1105.5397,4630000.0,4188.0,289375.0,,72320.0,0.000134288,0.1,1.4171664 +968.5,955.637,0.19051716,1105.5516,4640000.0,4197.0,290000.0,,72480.0,0.000134032,0.1,1.2996595 +975.6,956.21405,0.06250253,1105.5635,4650000.0,4206.0,290625.0,,72640.0,0.000133776,0.1,1.4211571 +998.7,956.815,0.05581335,1105.5753,4660000.0,4215.0,291250.0,,72800.0,0.00013352,0.1,1.546582 +1008.0,957.2721,0.13536692,1105.5872,4670000.0,4224.0,291875.0,,72960.0,0.000133264,0.1,1.387068 +1008.7,957.6671,0.07910566,1105.8601,4680000.0,4232.0,292500.0,,73120.0,0.000133008,0.1,1.482569 +981.2,957.3371,0.03659409,1105.8712,4690000.0,4241.0,293125.0,,73280.0,0.000132752,0.1,1.3171167 +996.6,957.2851,0.07839792,1106.1426,4700000.0,4249.0,293750.0,,73408.0,0.0001325472,0.1,1.5432698 +1005.2,957.5242,0.07885612,1106.413,4710000.0,4257.0,294375.0,,73568.0,0.0001322912,0.1,1.8829391 +999.5,957.63306,0.114838585,1106.6823,4720000.0,4265.0,295000.0,,73728.0,0.0001320352,0.1,1.1546617 +990.3,957.85,0.18759643,1106.174,4730000.0,4276.0,295625.0,,73888.0,0.0001317792,0.1,1.0156834 +1011.7,958.3691,0.037525233,1106.1843,4740000.0,4285.0,296250.0,,74048.0,0.0001315232,0.1,1.2444298 +1004.4,958.86,0.09215735,1106.1947,4750000.0,4294.0,296875.0,,74208.0,0.0001312672,0.1,1.1472476 +1000.8,959.1339,0.19934773,1106.4622,4760000.0,4302.0,297500.0,,74368.0,0.0001310112,0.1,1.2935581 +998.5,959.717,0.06256603,1106.4718,4770000.0,4311.0,298125.0,,74528.0,0.0001307552,0.1,1.4197739 +977.0,960.02594,0.104346015,1106.4814,4780000.0,4320.0,298750.0,,74656.0,0.0001305504,0.1,1.3220696 +977.8,960.3989,0.13077888,1106.7468,4790000.0,4328.0,299375.0,,74816.0,0.0001302944,0.1,1.288637 +989.9,960.77893,0.11778282,1106.7559,4800000.0,4337.0,300000.0,,74976.0,0.0001300384,0.1,1.3413978 +989.6,961.2609,0.11837439,1106.5103,4810000.0,4347.0,300625.0,,75136.0,0.0001297824,0.1,1.5092415 +983.8,961.7879,0.115696795,1106.5198,4820000.0,4356.0,301250.0,,75296.0,0.0001295264,0.1,1.2413896 +998.5,963.0709,0.07452577,1106.5292,4830000.0,4365.0,301875.0,,75456.0,0.0001292704,0.1,1.6230539 +1012.8,964.342,0.012154801,1106.5387,4840000.0,4374.0,302500.0,,75616.0,0.0001290144,0.1,1.4849833 +1036.7,965.6959,0.156213,1106.8005,4850000.0,4382.0,303125.0,,75776.0,0.0001287584,0.1,1.3794403 +1025.7,966.807,0.15851188,1106.8093,4860000.0,4391.0,303750.0,,75936.0,0.0001285024,0.1,1.4569366 +1014.9,967.70306,0.038699273,1107.0698,4870000.0,4399.0,304375.0,,76064.0,0.0001282976,0.1,1.7083445 +1034.2,968.48914,0.056685757,1107.078,4880000.0,4408.0,305000.0,,76224.0,0.0001280416,0.1,1.1520321 +1044.9,969.35,0.1574942,1107.0863,4890000.0,4417.0,305625.0,,76384.0,0.0001277856,0.1,1.43801 +1056.8,969.993,0.13103051,1107.0945,4900000.0,4426.0,306250.0,,76544.0,0.0001275296,0.1,1.4309528 +1046.8,970.5899,0.22648479,1107.1025,4910000.0,4435.0,306875.0,,76704.0,0.0001272736,0.1,1.302228 +1053.5,971.3229,0.15924482,1107.1107,4920000.0,4444.0,307500.0,,76864.0,0.0001270176,0.1,1.3552914 +1054.2,972.16797,0.15490834,1106.8702,4930000.0,4454.0,308125.0,,77024.0,0.0001267616,0.1,1.5155475 +1072.5,973.32104,0.07209659,1106.8788,4940000.0,4463.0,308750.0,,77184.0,0.0001265056,0.1,1.3334074 +1051.8,974.66705,0.08587397,1107.1349,4950000.0,4471.0,309375.0,,77312.0,0.0001263008,0.1,1.0991207 +1064.2,976.2341,0.19524035,1106.8958,4960000.0,4481.0,310000.0,,77472.0,0.0001260448,0.1,1.5162385 +1072.9,977.956,0.19035846,1107.1508,4970000.0,4489.0,310625.0,,77632.0,0.0001257888,0.1,1.3145782 +1068.3,979.62897,0.18441714,1107.1587,4980000.0,4498.0,311250.0,,77792.0,0.0001255328,0.1,1.2727423 +1046.8,981.00604,0.10890798,1107.4124,4990000.0,4506.0,311875.0,,77952.0,0.0001252768,0.1,1.3540571 +1063.5,982.49084,0.13763891,1107.4197,5000000.0,4515.0,312500.0,,78112.0,0.0001250208,0.1,1.4242957 +1061.0,983.993,0.16919057,1107.427,5010000.0,4524.0,313125.0,,78272.0,0.0001247648,0.1,1.0641806 +1070.3,985.51697,0.15708913,1107.6787,5020000.0,4532.0,313750.0,,78432.0,0.0001245088,0.1,1.3217218 +1024.1,986.49603,0.15388216,1107.4417,5030000.0,4542.0,314375.0,,78592.0,0.0001242528,0.1,1.1381631 +1017.7,987.464,0.22914685,1107.4489,5040000.0,4551.0,315000.0,,78720.0,0.000124048,0.1,1.3460026 +1003.5,988.176,0.005730574,1107.2134,5050000.0,4561.0,315625.0,,78880.0,0.000123792,0.1,1.3284827 +1010.7,988.96313,0.16131735,1107.221,5060000.0,4570.0,316250.0,,79040.0,0.000123536,0.1,1.3212659 +987.6,989.7851,0.12072895,1107.2286,5070000.0,4579.0,316875.0,,79200.0,0.00012328,0.1,1.2997293 +981.5,990.58704,0.13319807,1107.4777,5080000.0,4587.0,317500.0,,79360.0,0.000123024,0.1,1.1544453 +992.5,991.261,0.20773491,1107.4847,5090000.0,4596.0,318125.0,,79520.0,0.000122768,0.1,1.3094568 +1012.2,992.3111,0.1120948,1107.4918,5100000.0,4605.0,318750.0,,79680.0,0.000122512,0.1,1.200294 +1003.4,993.343,0.08726831,1107.4989,5110000.0,4614.0,319375.0,,79840.0,0.000122256,0.1,1.29649 +1021.1,994.61206,0.16349304,1107.506,5120000.0,4623.0,320000.0,,80000.0,0.000122,0.1,1.2647724 +987.4,995.545,0.13207029,1107.7521,5130000.0,4631.0,320625.0,,80128.0,0.0001217952,0.1,1.4269956 +981.3,996.443,0.13119644,1107.7587,5140000.0,4640.0,321250.0,,80288.0,0.0001215392,0.1,1.3133593 +996.9,997.33594,0.14297377,1108.0034,5150000.0,4648.0,321875.0,,80448.0,0.0001212832,0.1,1.3702188 +988.3,998.3279,0.10414023,1107.7716,5160000.0,4658.0,322500.0,,80608.0,0.0001210272,0.1,1.2134385 +950.7,998.8349,0.053640224,1107.7781,5170000.0,4667.0,323125.0,,80768.0,0.0001207712,0.1,1.219444 +934.5,998.896,0.05711779,1107.7844,5180000.0,4676.0,323750.0,,80928.0,0.0001205152,0.1,1.1301985 +946.4,998.89197,0.14200115,1107.5544,5190000.0,4686.0,324375.0,,81088.0,0.0001202592,0.1,1.257707 +961.7,998.711,0.108019575,1107.7972,5200000.0,4694.0,325000.0,,81248.0,0.0001200032,0.1,1.2884668 +963.2,998.346,0.09969911,1108.0392,5210000.0,4702.0,325625.0,,81376.0,0.0001197984,0.1,1.4405502 +930.2,997.668,0.10984597,1107.8098,5220000.0,4712.0,326250.0,,81536.0,0.0001195424,0.1,1.3502775 +944.7,997.0511,0.120315835,1108.0509,5230000.0,4720.0,326875.0,,81696.0,0.0001192864,0.1,1.487742 +947.7,996.44214,0.11631279,1108.291,5240000.0,4728.0,327500.0,,81856.0,0.0001190304,0.1,1.2652738 +967.0,995.97314,0.10193196,1108.0625,5250000.0,4738.0,328125.0,,82016.0,0.0001187744,0.1,1.3477378 +943.4,995.2661,0.12765291,1108.0682,5260000.0,4747.0,328750.0,,82176.0,0.0001185184,0.1,1.2885312 +953.9,995.19904,0.109546095,1108.307,5270000.0,4755.0,329375.0,,82336.0,0.0001182624,0.1,1.5087318 +976.9,995.294,0.11811135,1108.0797,5280000.0,4765.0,330000.0,,82496.0,0.0001180064,0.1,1.373008 +997.6,995.64795,0.08728195,1108.3176,5290000.0,4773.0,330625.0,,82656.0,0.0001177504,0.1,1.2290835 +1033.7,996.391,0.14421202,1108.5547,5300000.0,4781.0,331250.0,,82784.0,0.0001175456,0.1,1.501859 +1027.9,997.2101,0.08021697,1108.5594,5310000.0,4790.0,331875.0,,82944.0,0.0001172896,0.1,1.2283092 +1055.8,998.2131,0.09712453,1108.3334,5320000.0,4800.0,332500.0,,83104.0,0.0001170336,0.1,1.4733609 +1053.8,998.973,0.11404616,1108.3385,5330000.0,4809.0,333125.0,,83264.0,0.0001167776,0.1,1.2323774 +1099.9,1000.0299,0.12297994,1108.5739,5340000.0,4817.0,333750.0,,83424.0,0.0001165216,0.1,1.193645 +1097.6,1001.04706,0.2778922,1108.5785,5350000.0,4826.0,334375.0,,83584.0,0.0001162656,0.1,1.3282722 +1084.4,1001.883,0.16858758,1108.5833,5360000.0,4835.0,335000.0,,83744.0,0.0001160096,0.1,1.3097718 +1089.9,1002.8,0.07915168,1108.8169,5370000.0,4843.0,335625.0,,83904.0,0.0001157536,0.1,1.3167536 +1071.3,1003.61993,0.1856698,1109.0497,5380000.0,4851.0,336250.0,,84032.0,0.0001155488,0.1,1.2036004 +1059.8,1004.3549,0.1211616,1109.0535,5390000.0,4860.0,336875.0,,84192.0,0.0001152928,0.1,1.3824492 +1052.5,1005.11597,0.11910164,1109.2852,5400000.0,4868.0,337500.0,,84352.0,0.0001150368,0.1,1.2598478 +1040.5,1005.8539,0.18126859,1109.2885,5410000.0,4877.0,338125.0,,84512.0,0.0001147808,0.1,1.1778371 +1027.2,1006.55896,0.16556188,1109.2919,5420000.0,4886.0,338750.0,,84672.0,0.0001145248,0.1,1.0369475 +1009.2,1007.17804,0.1321667,1109.2952,5430000.0,4895.0,339375.0,,84832.0,0.0001142688,0.1,1.4298234 +995.6,1007.7821,0.11990388,1109.5248,5440000.0,4903.0,340000.0,,84992.0,0.0001140128,0.1,1.2286314 +971.7,1007.9141,0.18953952,1109.5277,5450000.0,4912.0,340625.0,,85152.0,0.0001137568,0.1,1.1487945 +984.5,1008.2801,0.092133455,1109.3052,5460000.0,4922.0,341250.0,,85312.0,0.0001135008,0.1,1.4977083 +1005.3,1008.94305,0.08861049,1109.5334,5470000.0,4930.0,341875.0,,85440.0,0.000113296,0.1,1.3212725 +1012.2,1009.84204,0.098295145,1109.3118,5480000.0,4940.0,342500.0,,85600.0,0.00011304,0.1,1.3951602 +1027.3,1010.63794,0.01228282,1109.3151,5490000.0,4949.0,343125.0,,85760.0,0.000112784,0.1,1.4447906 +1060.9,1011.849,0.018622126,1109.3182,5500000.0,4958.0,343750.0,,85920.0,0.000112528,0.1,1.2210498 +1080.4,1013.105,0.22512965,1109.3215,5510000.0,4967.0,344375.0,,86080.0,0.000112272,0.1,1.2600998 +1086.3,1014.2609,0.031282045,1109.3247,5520000.0,4976.0,345000.0,,86240.0,0.000112016,0.1,1.7914847 +1132.4,1015.62994,0.06479719,1109.1055,5530000.0,4986.0,345625.0,,86400.0,0.00011176,0.1,1.2437868 +1146.5,1017.245,0.16160226,1109.1091,5540000.0,4995.0,346250.0,,86560.0,0.000111504,0.1,1.2163453 +1173.6,1018.98,0.18360685,1109.3344,5550000.0,5003.0,346875.0,,86688.0,0.0001112992,0.1,1.3050977 +1178.8,1020.53595,0.102236204,1109.559,5560000.0,5011.0,347500.0,,86848.0,0.0001110432,0.1,1.4397547 +1165.0,1021.616,0.101584226,1109.5618,5570000.0,5020.0,348125.0,,87008.0,0.0001107872,0.1,0.9312827 +1164.2,1022.71704,0.20809428,1109.344,5580000.0,5030.0,348750.0,,87168.0,0.0001105312,0.1,1.3401289 +1169.5,1024.229,0.15509786,1109.347,5590000.0,5039.0,349375.0,,87328.0,0.0001102752,0.1,1.502703 +1133.6,1025.647,0.1329798,1109.3502,5600000.0,5048.0,350000.0,,87488.0,0.0001100192,0.1,1.3028548 +1144.0,1027.021,0.057789102,1109.3534,5610000.0,5057.0,350625.0,,87648.0,0.0001097632,0.1,1.3955708 +1108.8,1027.7789,0.06607876,1109.1376,5620000.0,5067.0,351250.0,,87808.0,0.0001095072,0.1,1.3225317 +1094.6,1028.8091,0.12899052,1109.1411,5630000.0,5076.0,351875.0,,87968.0,0.0001092512,0.1,1.3057867 +1078.1,1029.905,0.10900325,1109.3627,5640000.0,5084.0,352500.0,,88096.0,0.0001090464,0.1,1.3316143 +1084.7,1030.9961,0.122540586,1109.3658,5650000.0,5093.0,353125.0,,88256.0,0.0001087904,0.1,1.3947008 +1071.2,1031.7211,0.073370874,1109.3689,5660000.0,5102.0,353750.0,,88416.0,0.0001085344,0.1,1.5287313 +1065.2,1032.2931,0.071286574,1109.372,5670000.0,5111.0,354375.0,,88576.0,0.0001082784,0.1,1.4212683 +1064.4,1032.8501,0.087512046,1109.5917,5680000.0,5119.0,355000.0,,88736.0,0.0001080224,0.1,1.2243378 +1080.4,1033.842,0.20220618,1109.5944,5690000.0,5128.0,355625.0,,88896.0,0.0001077664,0.1,1.374501 +1093.8,1034.814,0.17322436,1109.597,5700000.0,5137.0,356250.0,,89056.0,0.0001075104,0.1,1.4924581 +1065.0,1035.412,0.07167267,1109.5997,5710000.0,5146.0,356875.0,,89216.0,0.0001072544,0.1,1.3153698 +1104.9,1036.466,0.18421882,1110.033,5720000.0,5153.0,357500.0,,89344.0,0.0001070496,0.1,1.3850045 +1107.6,1037.639,0.062124047,1110.0349,5730000.0,5162.0,358125.0,,89504.0,0.0001067936,0.1,1.2607412 +1127.8,1038.8,0.13182323,1110.0367,5740000.0,5171.0,358750.0,,89664.0,0.0001065376,0.1,1.3835969 +1128.9,1040.0449,0.16187932,1109.8243,5750000.0,5181.0,359375.0,,89824.0,0.0001062816,0.1,1.2050369 +1122.4,1041.261,0.12745744,1110.0405,5760000.0,5189.0,360000.0,,89984.0,0.0001060256,0.1,1.5490491 +1148.6,1042.762,0.046125386,1110.0424,5770000.0,5198.0,360625.0,,90144.0,0.0001057696,0.1,1.2961863 +1135.2,1044.344,0.23784517,1110.2574,5780000.0,5206.0,361250.0,,90304.0,0.0001055136,0.1,1.3990058 +1136.2,1045.9281,0.0075792917,1110.2589,5790000.0,5215.0,361875.0,,90464.0,0.0001052576,0.1,1.4524384 +1158.5,1047.614,0.075763814,1110.2604,5800000.0,5224.0,362500.0,,90624.0,0.0001050016,0.1,1.2568454 +1158.3,1049.301,0.16563763,1110.2618,5810000.0,5233.0,363125.0,,90752.0,0.0001047968,0.1,1.2671316 +1117.7,1050.64,0.10828692,1110.4751,5820000.0,5241.0,363750.0,,90912.0,0.0001045408,0.1,1.3784856 +1121.4,1051.869,0.09650012,1110.6877,5830000.0,5249.0,364375.0,,91072.0,0.0001042848,0.1,1.210731 +1120.7,1052.948,0.08720443,1110.6885,5840000.0,5258.0,365000.0,,91232.0,0.0001040288,0.1,1.1456666 +1118.8,1053.769,0.083026834,1110.9001,5850000.0,5266.0,365625.0,,91392.0,0.0001037728,0.1,1.3796616 +1093.6,1054.448,0.092053525,1111.1111,5860000.0,5274.0,366250.0,,91552.0,0.0001035168,0.1,1.45054 +1076.0,1055.059,0.10955808,1111.1111,5870000.0,5283.0,366875.0,,91712.0,0.0001032608,0.1,1.3773148 +1056.1,1055.2781,0.04756951,1111.3212,5880000.0,5291.0,367500.0,,91872.0,0.0001030048,0.1,1.2601571 +1073.3,1055.562,0.15215005,1111.5305,5890000.0,5299.0,368125.0,,92000.0,0.0001028,0.1,1.2930756 +1070.4,1055.698,0.09267652,1111.5298,5900000.0,5308.0,368750.0,,92160.0,0.000102544,0.1,1.0396106 +1088.6,1056.116,0.0564171,1111.7382,5910000.0,5316.0,369375.0,,92320.0,0.000102288,0.1,1.1148865 +1078.4,1056.3649,0.27649045,1111.737,5920000.0,5325.0,370000.0,,92480.0,0.000102032,0.1,1.206816 +1083.0,1056.653,0.039644543,1111.7361,5930000.0,5334.0,370625.0,,92640.0,0.000101776,0.1,1.2707859 +1065.0,1056.578,0.13676813,1111.9431,5940000.0,5342.0,371250.0,,92800.0,0.00010152,0.1,1.2309813 +1064.9,1056.7089,0.16777693,1111.9417,5950000.0,5351.0,371875.0,,92960.0,0.000101264,0.1,1.1410667 +1071.2,1056.7789,0.08350276,1111.9403,5960000.0,5360.0,372500.0,,93120.0,0.000101008,0.1,1.2591187 +1054.9,1056.599,0.100585625,1111.7318,5970000.0,5370.0,373125.0,,93280.0,0.000100752,0.1,1.1493723 +1054.0,1056.4559,0.13385983,1112.1443,5980000.0,5377.0,373750.0,,93408.0,0.0001005472,0.1,1.1853788 +1051.1,1056.499,0.065922536,1112.1426,5990000.0,5386.0,374375.0,,93568.0,0.0001002912,0.1,1.119868 +1028.8,1056.152,0.18863605,1112.347,6000000.0,5394.0,375000.0,,93728.0,0.0001000352,0.1,1.2077664 +1018.5,1055.7269,0.092930354,1112.1392,6010000.0,5404.0,375625.0,,93888.0,9.97792e-05,0.1,1.3850031 +1065.9,1055.683,0.21166934,1112.1375,6020000.0,5413.0,376250.0,,94048.0,9.95232e-05,0.1,1.0979012 +1057.8,1056.0199,0.11387755,1112.341,6030000.0,5421.0,376875.0,,94208.0,9.92672e-05,0.1,1.0316652 +1031.9,1056.162,0.111204654,1112.5437,6040000.0,5429.0,377500.0,,94368.0,9.90112e-05,0.1,1.3641045 +1021.9,1056.346,0.18587796,1112.5414,6050000.0,5438.0,378125.0,,94528.0,9.87552e-05,0.1,1.2098316 +1036.6,1056.605,0.13822414,1112.7433,6060000.0,5446.0,378750.0,,94656.0,9.85504e-05,0.1,1.4583218 +1044.6,1057.175,0.06671403,1112.7406,6070000.0,5455.0,379375.0,,94816.0,9.82944e-05,0.1,1.0486002 +1069.3,1058.0531,0.08004636,1112.9417,6080000.0,5463.0,380000.0,,94976.0,9.80384e-05,0.1,1.191762 +1067.4,1058.802,0.1861126,1112.7352,6090000.0,5473.0,380625.0,,95136.0,9.77824e-05,0.1,1.1935883 +1053.3,1059.213,0.0036268113,1112.7325,6100000.0,5482.0,381250.0,,95296.0,9.75264e-05,0.1,1.2259496 +1086.2,1060.041,0.15067151,1112.73,6110000.0,5491.0,381875.0,,95456.0,9.72704e-05,0.1,1.0953169 +1083.4,1060.664,0.043219835,1112.7273,6120000.0,5500.0,382500.0,,95616.0,9.70144e-05,0.1,1.1910033 +1090.2,1061.692,0.094414644,1112.7246,6130000.0,5509.0,383125.0,,95776.0,9.67584e-05,0.1,1.0814452 +1100.4,1062.883,0.08745964,1112.722,6140000.0,5518.0,383750.0,,95936.0,9.65024e-05,0.1,1.3048052 +1097.9,1063.8931,0.018220643,1112.9208,6150000.0,5526.0,384375.0,,96064.0,9.62976e-05,0.1,1.2477186 +1080.4,1064.814,0.061009746,1113.1189,6160000.0,5534.0,385000.0,,96224.0,9.60416e-05,0.1,1.2291236 +1074.0,1066.047,0.061041445,1112.9149,6170000.0,5544.0,385625.0,,96384.0,9.57856e-05,0.1,1.1536808 +1055.9,1067.261,0.17703214,1113.1124,6180000.0,5552.0,386250.0,,96544.0,9.55296e-05,0.1,1.0565432 +1027.2,1068.0691,0.14614415,1113.1091,6190000.0,5561.0,386875.0,,96704.0,9.52736e-05,0.1,1.2697229 +1034.6,1068.7981,0.048647117,1113.3058,6200000.0,5569.0,387500.0,,96864.0,9.50176e-05,0.1,1.2599337 +1034.5,1069.5111,0.112022266,1113.5018,6210000.0,5577.0,388125.0,,97024.0,9.47616e-05,0.1,1.1919249 +1023.8,1070.4471,0.02311071,1113.498,6220000.0,5586.0,388750.0,,97184.0,9.45056e-05,0.1,1.2377845 +1012.3,1071.1229,0.12775151,1113.6932,6230000.0,5594.0,389375.0,,97312.0,9.43008e-05,0.1,1.2236469 +1015.1,1071.797,0.20843843,1113.6891,6240000.0,5603.0,390000.0,,97472.0,9.40448e-05,0.1,1.2380586 +1016.3,1072.2899,0.15630662,1113.8834,6250000.0,5611.0,390625.0,,97632.0,9.37888e-05,0.1,1.2123239 +1010.0,1072.956,0.03834551,1114.0773,6260000.0,5619.0,391250.0,,97792.0,9.35328e-05,0.1,1.1876651 +1020.2,1073.619,0.033120267,1114.2705,6270000.0,5627.0,391875.0,,97952.0,9.32768e-05,0.1,1.4285007 +1019.4,1074.044,0.054610047,1114.4631,6280000.0,5635.0,392500.0,,98112.0,9.30208e-05,0.1,1.4393632 +1021.8,1074.286,0.09644721,1114.6553,6290000.0,5643.0,393125.0,,98272.0,9.27648e-05,0.1,1.1798291 +1027.7,1074.2261,0.119875036,1114.6497,6300000.0,5652.0,393750.0,,98432.0,9.25088e-05,0.1,1.3992226 +1027.5,1074.2219,0.19283305,1114.841,6310000.0,5660.0,394375.0,,98592.0,9.22528e-05,0.1,1.2850618 +1019.6,1073.8601,0.11964459,1115.2285,6320000.0,5667.0,395000.0,,98720.0,9.2048e-05,0.1,1.2009155 +1026.3,1073.5851,0.10615341,1115.222,6330000.0,5676.0,395625.0,,98880.0,9.1792e-05,0.1,1.204412 +1033.5,1072.921,0.13731886,1115.2155,6340000.0,5685.0,396250.0,,99040.0,9.1536e-05,0.1,1.4473586 +1039.6,1072.3411,0.1726084,1115.209,6350000.0,5694.0,396875.0,,99200.0,9.128e-05,0.1,1.3358524 +1020.8,1071.705,0.16027108,1115.2025,6360000.0,5703.0,397500.0,,99360.0,9.1024e-05,0.1,1.1559758 +1042.2,1071.228,0.099565506,1115.196,6370000.0,5712.0,398125.0,,99520.0,9.0768e-05,0.1,1.1766326 +1028.8,1070.8031,0.21916562,1115.1897,6380000.0,5721.0,398750.0,,99680.0,9.0512e-05,0.1,1.4025269 +1038.4,1070.589,0.07459927,1115.1832,6390000.0,5730.0,399375.0,,99840.0,9.0256e-05,0.1,1.208091 +1031.8,1070.382,0.055632394,1114.9825,6400000.0,5740.0,400000.0,,100000.0,9e-05,0.1,1.2836483 +1069.3,1070.6699,0.1347888,1115.1705,6410000.0,5748.0,400625.0,,100128.0,8.97952e-05,0.1,1.2617881 +1077.9,1071.1769,0.13176745,1115.1642,6420000.0,5757.0,401250.0,,100288.0,8.95392e-05,0.1,1.3468096 +1062.8,1071.7129,0.03928484,1115.1578,6430000.0,5766.0,401875.0,,100448.0,8.92832e-05,0.1,1.2443883 +1064.2,1072.3989,0.13939023,1115.3446,6440000.0,5774.0,402500.0,,100608.0,8.90272e-05,0.1,1.0877577 +1032.2,1073.004,0.046206106,1115.531,6450000.0,5782.0,403125.0,,100768.0,8.87712e-05,0.1,0.94522583 +1047.9,1073.6381,0.20679972,1115.524,6460000.0,5791.0,403750.0,,100928.0,8.85152e-05,0.1,1.082043 +1026.0,1073.8451,0.15421027,1115.325,6470000.0,5801.0,404375.0,,101088.0,8.82592e-05,0.1,1.313112 +1042.5,1074.148,0.10406185,1115.1265,6480000.0,5811.0,405000.0,,101248.0,8.80032e-05,0.1,1.1618446 +1032.6,1074.201,0.046137773,1114.9287,6490000.0,5821.0,405625.0,,101376.0,8.77984e-05,0.1,1.1335696 +1019.2,1073.784,0.13851859,1114.9229,6500000.0,5830.0,406250.0,,101536.0,8.75424e-05,0.1,1.1599636 +1004.8,1073.028,0.11444356,1115.1079,6510000.0,5838.0,406875.0,,101696.0,8.72864e-05,0.1,1.1693642 +1020.1,1072.366,0.04534332,1115.2925,6520000.0,5846.0,407500.0,,101856.0,8.70304e-05,0.1,1.2614794 +1037.9,1071.4209,0.12397408,1115.0956,6530000.0,5856.0,408125.0,,102016.0,8.67744e-05,0.1,1.2378514 +1023.9,1070.195,0.069870986,1115.0895,6540000.0,5865.0,408750.0,,102176.0,8.65184e-05,0.1,1.2059286 +1034.5,1068.804,0.06408763,1115.2733,6550000.0,5873.0,409375.0,,102336.0,8.62624e-05,0.1,1.1254001 +1014.6,1067.162,0.049120553,1115.267,6560000.0,5882.0,410000.0,,102496.0,8.60064e-05,0.1,1.246953 +1040.5,1065.917,0.11980578,1115.45,6570000.0,5890.0,410625.0,,102656.0,8.57504e-05,0.1,1.0406878 +1038.2,1064.657,0.11452584,1115.8217,6580000.0,5897.0,411250.0,,102784.0,8.55456e-05,0.1,1.1649987 +1062.5,1063.587,0.2087986,1115.8145,6590000.0,5906.0,411875.0,,102944.0,8.52896e-05,0.1,1.2697685 +1059.7,1062.848,0.12675023,1115.8073,6600000.0,5915.0,412500.0,,103104.0,8.50336e-05,0.1,1.3882408 +1050.1,1061.9092,0.13002452,1115.9885,6610000.0,5923.0,413125.0,,103264.0,8.47776e-05,0.1,0.95909166 +1059.8,1061.419,0.08668814,1115.9811,6620000.0,5932.0,413750.0,,103424.0,8.45216e-05,0.1,1.3076411 +1060.1,1061.0741,0.14534959,1116.1616,6630000.0,5940.0,414375.0,,103584.0,8.42656e-05,0.1,1.1380262 +1058.2,1060.875,0.034694128,1115.9664,6640000.0,5950.0,415000.0,,103744.0,8.40096e-05,0.1,0.8966413 +1039.3,1060.421,0.1245838,1115.9591,6650000.0,5959.0,415625.0,,103904.0,8.37536e-05,0.1,1.0562036 +1048.8,1060.1969,0.093784735,1116.1388,6660000.0,5967.0,416250.0,,104032.0,8.35488e-05,0.1,1.4256985 +1050.3,1060.0479,0.16281137,1116.1312,6670000.0,5976.0,416875.0,,104192.0,8.32928e-05,0.1,1.3264935 +1042.7,1059.8309,0.061640188,1115.9371,6680000.0,5986.0,417500.0,,104352.0,8.30368e-05,0.1,1.1278567 +1036.5,1059.392,0.14439513,1115.9299,6690000.0,5995.0,418125.0,,104512.0,8.27808e-05,0.1,1.0438831 +1033.0,1058.7839,0.16365851,1115.9227,6700000.0,6004.0,418750.0,,104672.0,8.25248e-05,0.1,1.2796948 +1018.6,1058.32,0.19420159,1116.1011,6710000.0,6012.0,419375.0,,104832.0,8.22688e-05,0.1,1.3355652 +1017.1,1057.442,0.0373771,1116.0936,6720000.0,6021.0,420000.0,,104992.0,8.20128e-05,0.1,1.3913546 +1011.4,1056.48,0.13196304,1116.0862,6730000.0,6030.0,420625.0,,105152.0,8.17568e-05,0.1,0.9780468 +1001.2,1055.214,0.07922794,1116.2637,6740000.0,6038.0,421250.0,,105312.0,8.15008e-05,0.1,1.0543592 +972.8,1053.653,0.12005992,1116.256,6750000.0,6047.0,421875.0,,105440.0,8.1296e-05,0.1,1.0844374 +965.1,1052.08,0.038345963,1116.2483,6760000.0,6056.0,422500.0,,105600.0,8.104e-05,0.1,1.1040661 +982.6,1050.42,0.13557301,1116.0568,6770000.0,6066.0,423125.0,,105760.0,8.0784e-05,0.1,1.2742486 +1006.1,1049.129,0.0089346925,1116.0494,6780000.0,6075.0,423750.0,,105920.0,8.0528e-05,0.1,1.2844739 +1029.4,1048.061,0.13401797,1116.0421,6790000.0,6084.0,424375.0,,106080.0,8.0272e-05,0.1,1.1847897 +1009.9,1046.575,0.12862109,1116.0348,6800000.0,6093.0,425000.0,,106240.0,8.0016e-05,0.1,1.1276737 +1028.1,1045.273,0.06106666,1116.0276,6810000.0,6102.0,425625.0,,106400.0,7.976e-05,0.1,1.3980132 +1034.5,1044.4409,0.18226188,1116.203,6820000.0,6110.0,426250.0,,106560.0,7.9504e-05,0.1,1.3001027 +1051.3,1043.7399,0.17260155,1116.3779,6830000.0,6118.0,426875.0,,106688.0,7.92992e-05,0.1,1.1843722 +1072.2,1043.2549,0.16294025,1116.0059,6840000.0,6129.0,427500.0,,106848.0,7.90432e-05,0.1,1.3260664 +1064.5,1042.7119,0.20133187,1115.9987,6850000.0,6138.0,428125.0,,107008.0,7.87872e-05,0.1,1.2689528 +1040.6,1042.182,0.048634734,1115.9916,6860000.0,6147.0,428750.0,,107168.0,7.85312e-05,0.1,1.019412 +1024.3,1041.6649,0.10956699,1116.1658,6870000.0,6155.0,429375.0,,107328.0,7.82752e-05,0.1,1.2141716 +1032.4,1041.428,0.16573757,1115.9773,6880000.0,6165.0,430000.0,,107488.0,7.80192e-05,0.1,1.0510461 +1028.1,1040.976,0.12856428,1115.7894,6890000.0,6175.0,430625.0,,107648.0,7.77632e-05,0.1,1.371728 +1022.3,1040.4949,0.12012175,1115.6023,6900000.0,6185.0,431250.0,,107808.0,7.75072e-05,0.1,1.2563981 +1014.1,1039.7499,0.13361615,1115.4156,6910000.0,6195.0,431875.0,,107968.0,7.72512e-05,0.1,1.1666688 +1016.5,1039.131,0.16433597,1115.7692,6920000.0,6202.0,432500.0,,108096.0,7.70464e-05,0.1,1.1081803 +1009.9,1038.3999,0.16323847,1115.7623,6930000.0,6211.0,433125.0,,108256.0,7.67904e-05,0.1,1.2604375 +1018.2,1037.932,0.14537288,1115.7556,6940000.0,6220.0,433750.0,,108416.0,7.65344e-05,0.1,1.0735335 +1015.8,1037.4409,0.090159014,1115.7489,6950000.0,6229.0,434375.0,,108576.0,7.62784e-05,0.1,1.2432802 +1030.2,1037.031,0.16810691,1116.1001,6960000.0,6236.0,435000.0,,108736.0,7.60224e-05,0.1,1.4708323 +1024.2,1036.724,0.02122315,1116.0929,6970000.0,6245.0,435625.0,,108896.0,7.57664e-05,0.1,1.3551333 +1020.2,1036.386,0.09879057,1116.2642,6980000.0,6253.0,436250.0,,109056.0,7.55104e-05,0.1,1.1892256 +1013.0,1036.005,0.14912179,1116.435,6990000.0,6261.0,436875.0,,109216.0,7.52544e-05,0.1,1.215133 +988.5,1035.602,0.19880956,1116.4275,7000000.0,6270.0,437500.0,,109344.0,7.50496e-05,0.1,1.1705345 +1018.1,1035.598,0.17461029,1116.7755,7010000.0,6277.0,438125.0,,109504.0,7.47936e-05,0.1,1.2502253 +1015.6,1035.095,0.14704913,1116.9451,7020000.0,6285.0,438750.0,,109664.0,7.45376e-05,0.1,1.008965 +1004.8,1034.565,0.2332807,1117.2917,7030000.0,6292.0,439375.0,,109824.0,7.42816e-05,0.1,1.1773932 +985.1,1034.0969,0.117504194,1117.6377,7040000.0,6299.0,440000.0,,109984.0,7.40256e-05,0.1,1.2521995 +986.1,1033.739,0.08953455,1117.9829,7050000.0,6306.0,440625.0,,110144.0,7.37696e-05,0.1,1.2108519 +992.3,1033.2959,0.07112622,1118.1501,7060000.0,6314.0,441250.0,,110304.0,7.35136e-05,0.1,1.1932808 +987.8,1032.728,0.16398181,1118.317,7070000.0,6322.0,441875.0,,110464.0,7.32576e-05,0.1,1.1287522 +1000.3,1032.0378,0.20981559,1118.6602,7080000.0,6329.0,442500.0,,110624.0,7.30016e-05,0.1,1.1831359 +974.8,1031.1118,0.12571256,1119.0026,7090000.0,6336.0,443125.0,,110752.0,7.27968e-05,0.1,1.2984407 +993.6,1030.5149,0.12178767,1119.3441,7100000.0,6343.0,443750.0,,110912.0,7.25408e-05,0.1,0.9794146 +999.4,1029.6469,0.11881178,1119.5088,7110000.0,6351.0,444375.0,,111072.0,7.22848e-05,0.1,1.2588956 +1006.8,1028.8809,0.08187744,1119.849,7120000.0,6358.0,445000.0,,111232.0,7.20288e-05,0.1,1.2862304 +1025.6,1028.2349,0.13099857,1120.1885,7130000.0,6365.0,445625.0,,111392.0,7.17728e-05,0.1,1.2823049 +1042.2,1027.653,0.05428473,1120.3514,7140000.0,6373.0,446250.0,,111552.0,7.15168e-05,0.1,1.0745814 +1057.3,1027.247,0.08167378,1120.514,7150000.0,6381.0,446875.0,,111712.0,7.12608e-05,0.1,1.0980556 +1068.6,1027.129,0.19838825,1120.5007,7160000.0,6390.0,447500.0,,111872.0,7.10048e-05,0.1,1.1229677 +1054.7,1026.936,0.046670493,1120.8379,7170000.0,6397.0,448125.0,,112000.0,7.08e-05,0.1,0.9051289 +1048.7,1026.864,0.12636878,1120.9993,7180000.0,6405.0,448750.0,,112160.0,7.0544e-05,0.1,0.9474716 +1072.2,1027.3141,0.17640865,1121.335,7190000.0,6412.0,449375.0,,112320.0,7.0288e-05,0.1,1.2028675 +1070.9,1027.677,0.2582349,1121.4954,7200000.0,6420.0,450000.0,,112480.0,7.0032e-05,0.1,1.2169998 +1047.2,1027.804,0.13961844,1121.8298,7210000.0,6427.0,450625.0,,112640.0,6.9776e-05,0.1,1.1778921 +1031.3,1027.879,0.13064823,1121.9891,7220000.0,6435.0,451250.0,,112800.0,6.952e-05,0.1,1.0644121 +1039.3,1028.1489,0.10684289,1122.1481,7230000.0,6443.0,451875.0,,112960.0,6.9264e-05,0.1,1.2611552 +1026.3,1028.261,0.101551,1122.4806,7240000.0,6450.0,452500.0,,113120.0,6.9008e-05,0.1,1.1928324 +1042.1,1028.5189,0.17088753,1122.6385,7250000.0,6458.0,453125.0,,113280.0,6.8752e-05,0.1,1.2176986 +1052.3,1028.9419,0.08180442,1122.9698,7260000.0,6465.0,453750.0,,113408.0,6.85472e-05,0.1,1.1565931 +1047.2,1029.2119,0.18607944,1123.3004,7270000.0,6472.0,454375.0,,113568.0,6.82912e-05,0.1,1.3427689 +1033.2,1029.3501,0.042776827,1123.4568,7280000.0,6480.0,455000.0,,113728.0,6.80352e-05,0.1,1.238624 +1046.5,1029.597,0.036184207,1123.6128,7290000.0,6488.0,455625.0,,113888.0,6.77792e-05,0.1,1.3768929 +1064.8,1029.968,0.1258611,1123.9415,7300000.0,6495.0,456250.0,,114048.0,6.75232e-05,0.1,1.1029518 +1067.4,1030.367,0.13874091,1124.0966,7310000.0,6503.0,456875.0,,114208.0,6.72672e-05,0.1,1.182899 +1075.8,1030.929,0.1006738,1124.424,7320000.0,6510.0,457500.0,,114368.0,6.70112e-05,0.1,1.2250773 +1053.8,1031.2039,0.051874798,1124.5781,7330000.0,6518.0,458125.0,,114528.0,6.67552e-05,0.1,1.0662146 +1051.1,1031.3799,0.055937383,1124.9042,7340000.0,6525.0,458750.0,,114656.0,6.65504e-05,0.1,1.0828938 +1053.2,1031.516,0.14139959,1125.2296,7350000.0,6532.0,459375.0,,114816.0,6.62944e-05,0.1,1.2518268 +1080.8,1032.116,0.08418113,1125.3822,7360000.0,6540.0,460000.0,,114976.0,6.60384e-05,0.1,1.0080937 +1079.2,1032.486,0.16904648,1125.5345,7370000.0,6548.0,460625.0,,115136.0,6.57824e-05,0.1,1.2853234 +1091.2,1033.11,0.035359327,1125.6864,7380000.0,6556.0,461250.0,,115296.0,6.55264e-05,0.1,1.1674249 +1083.8,1033.564,0.07714267,1125.8379,7390000.0,6564.0,461875.0,,115456.0,6.52704e-05,0.1,1.1778425 +1110.0,1034.3461,0.07426053,1125.989,7400000.0,6572.0,462500.0,,115616.0,6.50144e-05,0.1,1.1452653 +1115.2,1034.805,0.044131424,1126.311,7410000.0,6579.0,463125.0,,115776.0,6.47584e-05,0.1,1.3602434 +1148.0,1035.506,0.05317532,1126.6322,7420000.0,6586.0,463750.0,,115936.0,6.45024e-05,0.1,1.0811257 +1128.2,1036.16,0.084091,1126.9529,7430000.0,6593.0,464375.0,,116064.0,6.42976e-05,0.1,1.1091461 +1111.7,1036.6351,0.18655066,1127.1019,7440000.0,6601.0,465000.0,,116224.0,6.40416e-05,0.1,1.0995613 +1100.3,1037.316,0.053328555,1127.5919,7450000.0,6607.0,465625.0,,116384.0,6.37856e-05,0.1,1.2508905 +1095.2,1037.7891,0.101009645,1127.74,7460000.0,6615.0,466250.0,,116544.0,6.35296e-05,0.1,1.1737623 +1087.4,1038.4031,0.15950522,1127.8877,7470000.0,6623.0,466875.0,,116704.0,6.32736e-05,0.1,1.1456071 +1083.5,1038.813,0.080482945,1128.2051,7480000.0,6630.0,467500.0,,116864.0,6.30176e-05,0.1,1.1263447 +1077.1,1039.2579,0.18318804,1128.3519,7490000.0,6638.0,468125.0,,117024.0,6.27616e-05,0.1,1.1488078 +1046.6,1039.532,0.055118628,1128.6682,7500000.0,6645.0,468750.0,,117184.0,6.25056e-05,0.1,1.2668984 +1052.9,1040.0131,0.17718837,1128.9838,7510000.0,6652.0,469375.0,,117312.0,6.23008e-05,0.1,1.0591002 +1088.6,1040.698,0.03294976,1129.2987,7520000.0,6659.0,470000.0,,117472.0,6.20448e-05,0.1,1.3006694 +1096.3,1041.282,0.08536717,1129.4435,7530000.0,6667.0,470625.0,,117632.0,6.17888e-05,0.1,1.0460615 +1093.0,1041.973,0.09666845,1129.7573,7540000.0,6674.0,471250.0,,117792.0,6.15328e-05,0.1,1.1831453 +1079.8,1042.4259,0.051798914,1129.9012,7550000.0,6682.0,471875.0,,117952.0,6.12768e-05,0.1,1.0099307 +1067.3,1042.9529,0.053216953,1130.0448,7560000.0,6690.0,472500.0,,118112.0,6.10208e-05,0.1,1.2102653 +1068.6,1043.2339,0.10434479,1130.3569,7570000.0,6697.0,473125.0,,118272.0,6.07648e-05,0.1,1.2480628 +1077.2,1043.624,0.16953683,1130.4996,7580000.0,6705.0,473750.0,,118432.0,6.05088e-05,0.1,1.3486127 +1094.2,1043.941,0.20759676,1130.8105,7590000.0,6712.0,474375.0,,118592.0,6.02528e-05,0.1,1.112601 +1065.1,1043.9951,0.083447926,1131.1207,7600000.0,6719.0,475000.0,,118720.0,6.0048e-05,0.1,1.176837 +1051.9,1044.0131,0.122985825,1131.4303,7610000.0,6726.0,475625.0,,118880.0,5.9792e-05,0.1,1.0680288 +1048.0,1043.895,0.08426944,1131.5712,7620000.0,6734.0,476250.0,,119040.0,5.9536e-05,0.1,1.1141015 +1072.8,1044.022,0.15514582,1131.7117,7630000.0,6742.0,476875.0,,119200.0,5.928e-05,0.1,1.1226296 +1091.7,1044.3569,0.18763337,1131.8518,7640000.0,6750.0,477500.0,,119360.0,5.9024e-05,0.1,1.2662023 +1087.5,1044.839,0.1742013,1131.9917,7650000.0,6758.0,478125.0,,119520.0,5.8768e-05,0.1,1.2602383 +1082.7,1045.1781,0.008239747,1132.2986,7660000.0,6765.0,478750.0,,119680.0,5.8512e-05,0.1,1.130717 +1091.7,1045.592,0.07416925,1132.6049,7670000.0,6772.0,479375.0,,119840.0,5.8256e-05,0.1,1.367693 +1083.5,1046.0001,0.1091153,1132.5763,7680000.0,6781.0,480000.0,,120000.0,5.8e-05,0.1,1.3321042 +1085.5,1046.49,0.17338108,1132.8816,7690000.0,6788.0,480625.0,,120128.0,5.77952e-05,0.1,1.2659934 +1095.6,1047.116,0.13952114,1133.0194,7700000.0,6796.0,481250.0,,120288.0,5.75392e-05,0.1,1.133745 +1094.5,1047.875,0.06958578,1133.157,7710000.0,6804.0,481875.0,,120448.0,5.72832e-05,0.1,1.0721458 +1076.5,1048.469,0.15322673,1133.2942,7720000.0,6812.0,482500.0,,120608.0,5.70272e-05,0.1,1.4861424 +1089.0,1049.245,0.15136036,1133.5973,7730000.0,6819.0,483125.0,,120768.0,5.67712e-05,0.1,1.4181316 +1082.3,1050.0559,0.04273794,1133.7338,7740000.0,6827.0,483750.0,,120928.0,5.65152e-05,0.1,1.1355857 +1060.3,1050.9309,0.1418325,1133.8698,7750000.0,6835.0,484375.0,,121088.0,5.62592e-05,0.1,1.0365063 +1053.9,1051.8188,0.19948709,1134.0055,7760000.0,6843.0,485000.0,,121248.0,5.60032e-05,0.1,1.1190524 +1054.1,1052.5339,0.050652567,1134.3065,7770000.0,6850.0,485625.0,,121376.0,5.57984e-05,0.1,1.1019298 +1055.0,1053.023,0.032477673,1134.4415,7780000.0,6858.0,486250.0,,121536.0,5.55424e-05,0.1,1.108389 +1083.4,1053.563,0.045351304,1134.5762,7790000.0,6866.0,486875.0,,121696.0,5.52864e-05,0.1,1.1343192 +1087.2,1054.336,0.07743118,1134.7104,7800000.0,6874.0,487500.0,,121856.0,5.50304e-05,0.1,1.2285287 +1087.1,1054.9261,0.13352123,1134.8445,7810000.0,6882.0,488125.0,,122016.0,5.47744e-05,0.1,1.2366619 +1083.8,1055.419,0.13374443,1134.8135,7820000.0,6891.0,488750.0,,122176.0,5.45184e-05,0.1,1.2266914 +1113.8,1056.044,0.105699316,1135.1116,7830000.0,6898.0,489375.0,,122336.0,5.42624e-05,0.1,1.1785016 +1159.7,1056.919,0.08235757,1135.2448,7840000.0,6906.0,490000.0,,122496.0,5.40064e-05,0.1,1.2273902 +1152.9,1057.8029,0.06685526,1135.5417,7850000.0,6913.0,490625.0,,122656.0,5.37504e-05,0.1,1.0818481 +1144.3,1058.84,0.11996795,1135.8381,7860000.0,6920.0,491250.0,,122784.0,5.35456e-05,0.1,1.4161615 +1122.7,1059.824,0.1044848,1136.1339,7870000.0,6927.0,491875.0,,122944.0,5.32896e-05,0.1,1.435527 +1115.9,1060.6589,0.04937446,1136.2654,7880000.0,6935.0,492500.0,,123104.0,5.30336e-05,0.1,1.2335411 +1118.5,1061.563,0.14228588,1136.3964,7890000.0,6943.0,493125.0,,123264.0,5.27776e-05,0.1,0.977973 +1126.9,1062.609,0.065850385,1136.5271,7900000.0,6951.0,493750.0,,123424.0,5.25216e-05,0.1,1.4613144 +1121.4,1063.682,0.054043725,1136.6576,7910000.0,6959.0,494375.0,,123584.0,5.22656e-05,0.1,1.2245257 +1095.6,1064.473,0.17952265,1136.7877,7920000.0,6967.0,495000.0,,123744.0,5.20096e-05,0.1,0.98134315 +1088.0,1065.254,0.13936445,1136.9176,7930000.0,6975.0,495625.0,,123904.0,5.17536e-05,0.1,1.2652967 +1097.2,1066.0441,0.064714044,1137.21,7940000.0,6982.0,496250.0,,124032.0,5.15488e-05,0.1,1.2105649 +1091.6,1066.8021,0.11323828,1137.5018,7950000.0,6989.0,496875.0,,124192.0,5.12928e-05,0.1,1.0853283 +1061.8,1067.118,0.05586314,1137.6304,7960000.0,6997.0,497500.0,,124352.0,5.10368e-05,0.1,1.4507818 +1045.3,1067.329,0.07339142,1137.9211,7970000.0,7004.0,498125.0,,124512.0,5.07808e-05,0.1,1.2872319 +1047.6,1067.603,0.13674591,1138.0491,7980000.0,7012.0,498750.0,,124672.0,5.05248e-05,0.1,1.3210881 +1040.0,1067.8729,0.058589205,1138.1766,7990000.0,7020.0,499375.0,,124832.0,5.02688e-05,0.1,1.272252 +1021.6,1068.204,0.08922213,1138.466,8000000.0,7027.0,500000.0,,124992.0,5.00128e-05,0.1,1.3157911 +1048.2,1068.5051,0.12945475,1138.5928,8010000.0,7035.0,500625.0,,125152.0,4.97568e-05,0.1,1.102621 +1037.1,1068.7201,0.12746128,1138.7192,8020000.0,7043.0,501250.0,,125312.0,4.95008e-05,0.1,1.3549435 +1047.4,1069.146,0.19307083,1138.8456,8030000.0,7051.0,501875.0,,125440.0,4.9296e-05,0.1,1.1189368 +1065.2,1069.947,0.07858493,1138.9716,8040000.0,7059.0,502500.0,,125600.0,4.904e-05,0.1,1.2900512 +1098.9,1071.0751,0.11549952,1139.2584,8050000.0,7066.0,503125.0,,125760.0,4.8784e-05,0.1,1.184802 +1091.6,1072.068,0.09705265,1139.3837,8060000.0,7074.0,503750.0,,125920.0,4.8528e-05,0.1,1.2177429 +1141.8,1073.608,0.041800346,1139.5087,8070000.0,7082.0,504375.0,,126080.0,4.8272e-05,0.1,0.97704273 +1130.0,1074.905,0.2297158,1139.7941,8080000.0,7089.0,505000.0,,126240.0,4.8016e-05,0.1,1.1384896 +1140.9,1076.566,0.047323857,1140.0789,8090000.0,7096.0,505625.0,,126400.0,4.776e-05,0.1,1.3013896 +1136.2,1077.992,0.030640595,1140.2028,8100000.0,7104.0,506250.0,,126560.0,4.7504e-05,0.1,1.0226961 +1117.6,1079.1741,0.095061034,1140.4866,8110000.0,7111.0,506875.0,,126688.0,4.72992e-05,0.1,1.1447451 +1128.5,1080.3911,0.101951316,1140.7699,8120000.0,7118.0,507500.0,,126848.0,4.70432e-05,0.1,0.91797656 +1087.6,1081.0111,0.15199508,1141.0526,8130000.0,7125.0,508125.0,,127008.0,4.67872e-05,0.1,1.2874985 +1102.4,1081.613,0.13221622,1141.1748,8140000.0,7133.0,508750.0,,127168.0,4.65312e-05,0.1,1.0469044 +1047.6,1081.516,0.05202395,1141.4565,8150000.0,7140.0,509375.0,,127328.0,4.62752e-05,0.1,0.89990264 +1057.4,1081.404,0.30881527,1141.578,8160000.0,7148.0,510000.0,,127488.0,4.60192e-05,0.1,1.1099666 +1065.8,1081.5149,0.21483478,1141.6992,8170000.0,7156.0,510625.0,,127648.0,4.57632e-05,0.1,1.1577408 +1055.3,1081.5809,0.14509572,1141.9796,8180000.0,7163.0,511250.0,,127808.0,4.55072e-05,0.1,1.3534427 +1067.9,1081.538,0.09229977,1142.1001,8190000.0,7171.0,511875.0,,127968.0,4.52512e-05,0.1,1.1415381 +1051.5,1081.344,0.18210228,1142.3795,8200000.0,7178.0,512500.0,,128096.0,4.50464e-05,0.1,1.1735723 +1063.1,1081.5029,0.20550063,1142.4993,8210000.0,7186.0,513125.0,,128256.0,4.47904e-05,0.1,1.2932744 +1053.4,1081.724,0.099523656,1142.6189,8220000.0,7194.0,513750.0,,128416.0,4.45344e-05,0.1,1.0917766 +1096.5,1082.296,0.14172992,1142.5795,8230000.0,7203.0,514375.0,,128576.0,4.42784e-05,0.1,1.1690602 +1102.8,1083.0609,0.11968948,1142.8572,8240000.0,7210.0,515000.0,,128736.0,4.40224e-05,0.1,1.258507 +1111.0,1083.7499,0.09620204,1142.976,8250000.0,7218.0,515625.0,,128896.0,4.37664e-05,0.1,1.2312485 +1113.7,1084.364,0.091831334,1143.2526,8260000.0,7225.0,516250.0,,129056.0,4.35104e-05,0.1,1.0203232 +1125.2,1085.144,0.12320326,1143.5288,8270000.0,7232.0,516875.0,,129216.0,4.32544e-05,0.1,1.2829477 +1118.4,1085.996,0.13670596,1143.8044,8280000.0,7239.0,517500.0,,129344.0,4.30496e-05,0.1,1.152499 +1142.1,1086.952,0.09332161,1143.9216,8290000.0,7247.0,518125.0,,129504.0,4.27936e-05,0.1,1.0986514 +1154.8,1087.852,0.021157395,1144.1963,8300000.0,7254.0,518750.0,,129664.0,4.25376e-05,0.1,1.3077888 +1129.4,1088.4719,0.09826732,1144.3129,8310000.0,7262.0,519375.0,,129824.0,4.22816e-05,0.1,1.0828367 +1138.6,1089.1,0.13243365,1144.5865,8320000.0,7269.0,520000.0,,129984.0,4.20256e-05,0.1,1.2610928 +1147.6,1090.038,0.077540554,1144.8599,8330000.0,7276.0,520625.0,,130144.0,4.17696e-05,0.1,1.2582324 +1178.8,1091.315,0.16937788,1144.9753,8340000.0,7284.0,521250.0,,130304.0,4.15136e-05,0.1,1.1517572 +1218.2,1092.9651,0.2512883,1145.2476,8350000.0,7291.0,521875.0,,130464.0,4.12576e-05,0.1,1.0502234 +1206.6,1094.223,0.047076188,1145.5193,8360000.0,7298.0,522500.0,,130624.0,4.10016e-05,0.1,1.1204149 +1220.2,1095.633,0.12473529,1145.6337,8370000.0,7306.0,523125.0,,130752.0,4.07968e-05,0.1,1.2179356 +1208.2,1096.8031,0.099626705,1145.9045,8380000.0,7313.0,523750.0,,130912.0,4.05408e-05,0.1,1.0553559 +1200.8,1097.973,0.05139485,1145.8618,8390000.0,7322.0,524375.0,,131072.0,4.02848e-05,0.1,1.0547822 +1227.0,1099.1431,0.16391417,1145.9755,8400000.0,7330.0,525000.0,,131232.0,4.00288e-05,0.1,0.95778763 +1202.1,1100.0121,0.0221271,1146.0889,8410000.0,7338.0,525625.0,,131392.0,3.97728e-05,0.1,1.0357563 +1202.8,1100.5599,0.08078967,1146.358,8420000.0,7345.0,526250.0,,131552.0,3.95168e-05,0.1,0.99925685 +1182.1,1101.099,0.18402457,1146.6267,8430000.0,7352.0,526875.0,,131712.0,3.92608e-05,0.1,1.018851 +1179.1,1101.7731,0.09979004,1146.895,8440000.0,7359.0,527500.0,,131872.0,3.90048e-05,0.1,1.0134339 +1199.0,1102.76,0.071147054,1147.1626,8450000.0,7366.0,528125.0,,132000.0,3.88e-05,0.1,1.0067728 +1194.2,1103.7501,0.088360235,1147.4298,8460000.0,7373.0,528750.0,,132160.0,3.8544e-05,0.1,1.0106182 +1199.2,1104.868,0.16784303,1147.6965,8470000.0,7380.0,529375.0,,132320.0,3.8288e-05,0.1,1.1592748 +1191.2,1105.9452,0.070206895,1147.9626,8480000.0,7387.0,530000.0,,132480.0,3.8032e-05,0.1,1.1426566 +1214.2,1107.316,0.07932392,1148.073,8490000.0,7395.0,530625.0,,132640.0,3.7776e-05,0.1,1.0835257 +1208.5,1108.935,0.09402271,1148.1832,8500000.0,7403.0,531250.0,,132800.0,3.752e-05,0.1,1.0898825 +1176.4,1110.17,0.0709057,1148.2931,8510000.0,7411.0,531875.0,,132960.0,3.7264e-05,0.1,1.2103232 +1141.7,1110.701,0.07845527,1148.5576,8520000.0,7418.0,532500.0,,133120.0,3.7008e-05,0.1,1.1437795 +1133.5,1111.073,0.11606821,1148.8215,8530000.0,7425.0,533125.0,,133280.0,3.6752e-05,0.1,1.1787138 +1147.7,1111.6201,0.10724462,1149.0851,8540000.0,7432.0,533750.0,,133408.0,3.65472e-05,0.1,1.0267072 +1170.9,1112.531,0.19333105,1149.1936,8550000.0,7440.0,534375.0,,133568.0,3.62912e-05,0.1,1.00285 +1156.3,1113.421,0.07341208,1149.4562,8560000.0,7447.0,535000.0,,133728.0,3.60352e-05,0.1,0.93538207 +1171.6,1114.4509,0.07210417,1149.7183,8570000.0,7454.0,535625.0,,133888.0,3.57792e-05,0.1,1.193785 +1188.2,1115.561,0.031132301,1149.9799,8580000.0,7461.0,536250.0,,134048.0,3.55232e-05,0.1,1.1207719 +1201.5,1116.634,0.09999052,1150.087,8590000.0,7469.0,536875.0,,134208.0,3.52672e-05,0.1,0.9914663 +1239.9,1118.3821,0.17295927,1150.3478,8600000.0,7476.0,537500.0,,134368.0,3.50112e-05,0.1,1.0844976 +1266.5,1120.5281,0.1484597,1150.608,8610000.0,7483.0,538125.0,,134528.0,3.47552e-05,0.1,1.2510178 +1254.4,1122.592,0.1007093,1150.8678,8620000.0,7490.0,538750.0,,134656.0,3.45504e-05,0.1,1.3264167 +1269.3,1124.5569,0.12723663,1150.9736,8630000.0,7498.0,539375.0,,134816.0,3.42944e-05,0.1,1.1149082 +1252.3,1126.1628,0.14808933,1151.0791,8640000.0,7506.0,540000.0,,134976.0,3.40384e-05,0.1,1.0522001 +1246.6,1127.7539,0.13535401,1151.1844,8650000.0,7514.0,540625.0,,135136.0,3.37824e-05,0.1,1.2110115 +1221.9,1129.146,0.13342008,1151.4426,8660000.0,7521.0,541250.0,,135296.0,3.35264e-05,0.1,1.0075958 +1218.5,1130.414,0.13554046,1151.7003,8670000.0,7528.0,541875.0,,135456.0,3.32704e-05,0.1,0.99654806 +1242.7,1132.006,0.013746863,1151.9575,8680000.0,7535.0,542500.0,,135616.0,3.30144e-05,0.1,1.1336505 +1215.1,1133.302,0.13762465,1152.2142,8690000.0,7542.0,543125.0,,135776.0,3.27584e-05,0.1,1.189481 +1221.2,1134.5581,0.1675193,1152.3179,8700000.0,7550.0,543750.0,,135936.0,3.25024e-05,0.1,1.0137959 +1198.6,1135.5991,0.038101666,1152.5737,8710000.0,7557.0,544375.0,,136064.0,3.22976e-05,0.1,0.96942616 +1201.7,1136.8511,0.13376553,1152.8292,8720000.0,7564.0,545000.0,,136224.0,3.20416e-05,0.1,1.1053691 +1215.1,1138.112,0.09543644,1153.0841,8730000.0,7571.0,545625.0,,136384.0,3.17856e-05,0.1,1.1802378 +1214.4,1139.4331,0.04388291,1153.1864,8740000.0,7579.0,546250.0,,136544.0,3.15296e-05,0.1,1.0678489 +1238.6,1141.2161,0.09541187,1153.4406,8750000.0,7586.0,546875.0,,136704.0,3.12736e-05,0.1,0.9684621 +1226.8,1142.945,0.17103669,1153.5422,8760000.0,7594.0,547500.0,,136864.0,3.10176e-05,0.1,1.1944497 +1218.8,1144.5919,0.064364135,1153.6438,8770000.0,7602.0,548125.0,,137024.0,3.07616e-05,0.1,1.2498693 +1227.3,1146.315,0.19584599,1153.8967,8780000.0,7609.0,548750.0,,137184.0,3.05056e-05,0.1,1.0045676 +1214.3,1147.6238,0.22994153,1154.1492,8790000.0,7616.0,549375.0,,137312.0,3.03008e-05,0.1,0.94227254 +1210.3,1148.8549,0.035082743,1154.4011,8800000.0,7623.0,550000.0,,137472.0,3.00448e-05,0.1,1.1135938 +1206.6,1150.0499,0.101196304,1154.5013,8810000.0,7631.0,550625.0,,137632.0,2.97888e-05,0.1,1.1531919 +1192.7,1151.139,0.06134026,1154.7526,8820000.0,7638.0,551250.0,,137792.0,2.95328e-05,0.1,0.9699677 +1179.4,1151.795,0.13240935,1154.8522,8830000.0,7646.0,551875.0,,137952.0,2.92768e-05,0.1,0.9461839 +1170.0,1151.898,0.28037333,1154.9517,8840000.0,7654.0,552500.0,,138112.0,2.90208e-05,0.1,1.276414 +1147.0,1151.839,0.09297337,1155.0509,8850000.0,7662.0,553125.0,,138272.0,2.87648e-05,0.1,1.1258492 +1125.6,1151.652,0.05916206,1155.1499,8860000.0,7670.0,553750.0,,138432.0,2.85088e-05,0.1,1.0826378 +1135.9,1151.784,0.21548386,1155.3993,8870000.0,7677.0,554375.0,,138592.0,2.82528e-05,0.1,1.1466115 +1153.9,1152.164,0.17904966,1155.6481,8880000.0,7684.0,555000.0,,138720.0,2.8048e-05,0.1,0.96075094 +1157.0,1152.549,0.109915115,1155.7462,8890000.0,7692.0,555625.0,,138880.0,2.7792e-05,0.1,1.0531243 +1161.9,1152.8989,0.16005445,1155.9943,8900000.0,7699.0,556250.0,,139040.0,2.7536e-05,0.1,1.1125176 +1160.1,1153.286,0.13857901,1156.242,8910000.0,7706.0,556875.0,,139200.0,2.728e-05,0.1,1.1221302 +1196.9,1154.299,0.0769607,1156.3391,8920000.0,7714.0,557500.0,,139360.0,2.7024e-05,0.1,0.99534595 +1190.4,1155.323,0.109301865,1156.5859,8930000.0,7721.0,558125.0,,139520.0,2.6768e-05,0.1,1.1717556 +1196.6,1156.317,0.08034013,1156.6826,8940000.0,7729.0,558750.0,,139680.0,2.6512e-05,0.1,0.9389516 +1221.5,1157.616,0.09258102,1156.9286,8950000.0,7736.0,559375.0,,139840.0,2.6256e-05,0.1,1.1127834 +1235.8,1159.356,0.053529616,1157.0248,8960000.0,7744.0,560000.0,,140000.0,2.6e-05,0.1,1.0448062 +1222.8,1161.131,0.11961694,1157.27,8970000.0,7751.0,560625.0,,140128.0,2.57952e-05,0.1,1.149834 +1241.3,1163.0679,0.11561567,1157.5148,8980000.0,7758.0,561250.0,,140288.0,2.55392e-05,0.1,1.0123198 +1252.2,1165.19,0.08358471,1157.7592,8990000.0,7765.0,561875.0,,140448.0,2.52832e-05,0.1,1.0759863 +1289.0,1167.864,0.07158093,1157.8541,9000000.0,7773.0,562500.0,,140608.0,2.50272e-05,0.1,0.936407 +1281.9,1170.2009,0.08637889,1158.0977,9010000.0,7780.0,563125.0,,140768.0,2.47712e-05,0.1,1.0975484 +1307.3,1172.9031,0.0015544803,1158.3408,9020000.0,7787.0,563750.0,,140928.0,2.45152e-05,0.1,0.98401433 +1328.5,1175.714,0.090411715,1158.4349,9030000.0,7795.0,564375.0,,141088.0,2.42592e-05,0.1,0.99047434 +1306.4,1178.126,0.039862446,1158.6772,9040000.0,7802.0,565000.0,,141248.0,2.40032e-05,0.1,1.1880494 +1285.0,1179.9869,0.052857075,1158.7708,9050000.0,7810.0,565625.0,,141376.0,2.37984e-05,0.1,1.1374485 +1301.9,1182.09,0.12972285,1158.8641,9060000.0,7818.0,566250.0,,141536.0,2.35424e-05,0.1,1.2722782 +1269.6,1183.3679,0.13288996,1158.9573,9070000.0,7826.0,566875.0,,141696.0,2.32864e-05,0.1,1.1709923 +1230.8,1184.376,0.1338559,1159.0503,9080000.0,7834.0,567500.0,,141856.0,2.30304e-05,0.1,1.1333072 +1198.6,1184.953,0.03975161,1159.2909,9090000.0,7841.0,568125.0,,142016.0,2.27744e-05,0.1,1.0445457 +1197.6,1185.567,0.1889914,1159.3833,9100000.0,7849.0,568750.0,,142176.0,2.25184e-05,0.1,1.1953495 +1155.4,1185.945,0.049966875,1159.6232,9110000.0,7856.0,569375.0,,142336.0,2.22624e-05,0.1,1.0111735 +1143.6,1186.0961,0.22828704,1159.7152,9120000.0,7864.0,570000.0,,142496.0,2.20064e-05,0.1,1.1520262 +1143.8,1186.6578,0.09782868,1159.9542,9130000.0,7871.0,570625.0,,142656.0,2.17504e-05,0.1,1.1486046 +1149.3,1187.1268,0.14925705,1160.193,9140000.0,7878.0,571250.0,,142784.0,2.15456e-05,0.1,1.0454103 +1120.8,1187.8589,0.04763418,1160.137,9150000.0,7887.0,571875.0,,142944.0,2.12896e-05,0.1,1.2512164 +1140.6,1188.6909,0.071648374,1160.228,9160000.0,7895.0,572500.0,,143104.0,2.10336e-05,0.1,1.06687 +1143.9,1189.4719,0.26857805,1160.3188,9170000.0,7903.0,573125.0,,143264.0,2.07776e-05,0.1,1.2739033 +1147.7,1190.396,0.15065482,1160.4095,9180000.0,7911.0,573750.0,,143424.0,2.05216e-05,0.1,1.1709187 +1197.3,1191.69,0.039866507,1160.5001,9190000.0,7919.0,574375.0,,143584.0,2.02656e-05,0.1,1.1592274 +1209.9,1193.2739,0.17510246,1160.7368,9200000.0,7926.0,575000.0,,143744.0,2.00096e-05,0.1,1.1438311 +1223.0,1194.8729,0.20938243,1160.9731,9210000.0,7933.0,575625.0,,143904.0,1.97536e-05,0.1,1.023176 +1223.1,1196.57,0.21050574,1161.0629,9220000.0,7941.0,576250.0,,144032.0,1.95488e-05,0.1,1.0601735 +1224.5,1197.85,0.08758504,1161.1523,9230000.0,7949.0,576875.0,,144192.0,1.92928e-05,0.1,1.0680906 +1258.8,1199.41,0.15639426,1161.2417,9240000.0,7957.0,577500.0,,144352.0,1.90368e-05,0.1,1.1947154 +1255.2,1200.852,0.17217878,1161.3308,9250000.0,7965.0,578125.0,,144512.0,1.87808e-05,0.1,1.2319143 +1271.0,1202.425,0.15981403,1161.2742,9260000.0,7974.0,578750.0,,144672.0,1.85248e-05,0.1,1.269032 +1266.0,1203.833,0.056268636,1161.363,9270000.0,7982.0,579375.0,,144832.0,1.82688e-05,0.1,1.1138257 +1248.9,1205.1381,0.17024548,1161.4518,9280000.0,7990.0,580000.0,,144992.0,1.80128e-05,0.1,1.1446602 +1252.7,1206.244,0.20483638,1161.6857,9290000.0,7997.0,580625.0,,145152.0,1.77568e-05,0.1,1.0728186 +1240.6,1207.102,0.08664463,1161.9191,9300000.0,8004.0,581250.0,,145312.0,1.75008e-05,0.1,1.3028585 +1234.7,1208.155,0.104778886,1162.1521,9310000.0,8011.0,581875.0,,145440.0,1.7296e-05,0.1,0.97644806 +1222.0,1208.9891,0.16584918,1162.3846,9320000.0,8018.0,582500.0,,145600.0,1.704e-05,0.1,1.1695821 +1208.5,1209.598,0.039264984,1162.4719,9330000.0,8026.0,583125.0,,145760.0,1.6784e-05,0.1,0.9415268 +1242.7,1210.237,0.16428252,1162.7039,9340000.0,8033.0,583750.0,,145920.0,1.6528e-05,0.1,1.0721564 +1245.1,1210.506,0.10952223,1162.7906,9350000.0,8041.0,584375.0,,146080.0,1.6272e-05,0.1,1.1283712 +1238.4,1210.8241,0.17501779,1163.0219,9360000.0,8048.0,585000.0,,146240.0,1.6016e-05,0.1,1.2420725 +1240.0,1211.022,0.09136152,1163.1083,9370000.0,8056.0,585625.0,,146400.0,1.576e-05,0.1,1.2785124 +1256.0,1211.5,0.09242391,1163.3387,9380000.0,8063.0,586250.0,,146560.0,1.5504e-05,0.1,1.0633249 +1243.0,1211.922,0.079325356,1163.5687,9390000.0,8070.0,586875.0,,146688.0,1.52992e-05,0.1,0.9629713 +1238.1,1212.033,0.012791687,1163.7985,9400000.0,8077.0,587500.0,,146848.0,1.50432e-05,0.1,1.3182108 +1233.1,1212.343,0.12037506,1164.0277,9410000.0,8084.0,588125.0,,147008.0,1.47872e-05,0.1,1.1135571 +1232.1,1212.636,0.081120476,1164.1127,9420000.0,8092.0,588750.0,,147168.0,1.45312e-05,0.1,0.91615105 +1191.5,1212.7301,0.08673429,1164.3413,9430000.0,8099.0,589375.0,,147328.0,1.42752e-05,0.1,1.2640564 +1179.8,1212.7369,0.13091199,1164.5695,9440000.0,8106.0,590000.0,,147488.0,1.40192e-05,0.1,1.0853885 +1158.8,1212.335,0.16280738,1164.6537,9450000.0,8114.0,590625.0,,147648.0,1.37632e-05,0.1,1.2276053 +1156.7,1211.96,0.16757245,1164.8812,9460000.0,8121.0,591250.0,,147808.0,1.35072e-05,0.1,1.1720574 +1143.6,1211.4039,0.07392406,1164.965,9470000.0,8129.0,591875.0,,147968.0,1.32512e-05,0.1,0.94347584 +1148.3,1210.975,0.07243741,1165.335,9480000.0,8135.0,592500.0,,148096.0,1.30464e-05,0.1,0.96917415 +1146.7,1210.3,0.12969433,1165.4181,9490000.0,8143.0,593125.0,,148256.0,1.27904e-05,0.1,1.1879988 +1134.8,1209.563,0.15141064,1165.6442,9500000.0,8150.0,593750.0,,148416.0,1.25344e-05,0.1,1.2001711 +1154.5,1209.3439,0.0150029445,1165.7269,9510000.0,8158.0,594375.0,,148576.0,1.22784e-05,0.1,1.0303819 +1158.0,1209.5071,0.13803639,1165.9523,9520000.0,8165.0,595000.0,,148736.0,1.20224e-05,0.1,1.120591 +1189.6,1210.068,0.0472545,1166.1772,9530000.0,8172.0,595625.0,,148896.0,1.17664e-05,0.1,1.0701809 +1176.2,1210.353,0.086813375,1166.4017,9540000.0,8179.0,596250.0,,149056.0,1.15104e-05,0.1,1.0496737 +1195.4,1210.598,0.11483202,1166.626,9550000.0,8186.0,596875.0,,149216.0,1.12544e-05,0.1,1.0767145 +1194.8,1210.9829,0.09899561,1166.8497,9560000.0,8193.0,597500.0,,149344.0,1.10496e-05,0.1,1.0653727 +1200.5,1211.272,0.085984126,1166.9309,9570000.0,8201.0,598125.0,,149504.0,1.07936e-05,0.1,0.8405769 +1218.2,1211.5719,0.120625705,1167.0118,9580000.0,8209.0,598750.0,,149664.0,1.05376e-05,0.1,1.3197615 +1256.1,1212.1179,0.119475074,1167.0927,9590000.0,8217.0,599375.0,,149824.0,1.02816e-05,0.1,1.035578 +1257.2,1212.291,0.068821855,1167.1732,9600000.0,8225.0,600000.0,,149984.0,1.00256e-05,0.1,0.97988147 +1276.1,1212.3871,0.08823897,1167.3955,9610000.0,8232.0,600625.0,,150144.0,9.7696e-06,0.1,1.127331 +1277.2,1212.6151,0.14497907,1167.4757,9620000.0,8240.0,601250.0,,150304.0,9.5136e-06,0.1,1.1469493 +1279.6,1212.718,0.09875357,1167.6974,9630000.0,8247.0,601875.0,,150464.0,9.2576e-06,0.1,1.0154102 +1316.0,1213.3551,0.116129346,1167.7771,9640000.0,8255.0,602500.0,,150624.0,9.0016e-06,0.1,1.0957698 +1289.4,1213.783,0.035103202,1168.1394,9650000.0,8261.0,603125.0,,150752.0,8.7968e-06,0.1,1.0080466 +1305.6,1214.62,0.12753339,1168.0774,9660000.0,8270.0,603750.0,,150912.0,8.5408e-06,0.1,1.242073 +1325.6,1215.691,0.19377714,1168.1566,9670000.0,8278.0,604375.0,,151072.0,8.2848e-06,0.1,1.0377021 +1298.1,1216.245,0.16276799,1168.2356,9680000.0,8286.0,605000.0,,151232.0,8.0288e-06,0.1,1.0831009 +1304.0,1217.134,0.056321453,1168.3145,9690000.0,8294.0,605625.0,,151392.0,7.7728e-06,0.1,0.8861142 +1287.1,1217.7931,0.0579268,1168.3932,9700000.0,8302.0,606250.0,,151552.0,7.5168e-06,0.1,1.0598363 +1310.8,1218.915,0.12566131,1168.4717,9710000.0,8310.0,606875.0,,151712.0,7.2608e-06,0.1,1.1110578 +1306.1,1219.959,0.120093144,1168.6907,9720000.0,8317.0,607500.0,,151872.0,7.0048e-06,0.1,1.0730205 +1287.2,1220.68,0.13574538,1168.9092,9730000.0,8324.0,608125.0,,152000.0,6.8e-06,0.1,1.1810553 +1272.6,1221.2621,0.12014855,1169.1273,9740000.0,8331.0,608750.0,,152160.0,6.544e-06,0.1,1.1048946 +1297.7,1221.853,0.089871235,1169.3452,9750000.0,8338.0,609375.0,,152320.0,6.288e-06,0.1,1.1785924 +1283.9,1222.4241,0.22802846,1169.5626,9760000.0,8345.0,610000.0,,152480.0,6.032e-06,0.1,1.0649614 +1278.8,1223.0239,0.22647166,1169.6396,9770000.0,8353.0,610625.0,,152640.0,5.776e-06,0.1,1.2894597 +1262.2,1223.3729,0.10455659,1169.8564,9780000.0,8360.0,611250.0,,152800.0,5.52e-06,0.1,1.1679635 +1290.7,1224.137,0.09440854,1170.0729,9790000.0,8367.0,611875.0,,152960.0,5.264e-06,0.1,1.0624874 +1276.6,1224.8,0.27329493,1170.289,9800000.0,8374.0,612500.0,,153120.0,5.008e-06,0.1,1.2432642 +1291.3,1225.647,0.14001253,1170.3651,9810000.0,8382.0,613125.0,,153280.0,4.752e-06,0.1,1.0358971 +1301.1,1226.731,0.041257847,1170.5806,9820000.0,8389.0,613750.0,,153408.0,4.5472e-06,0.1,1.0406929 +1322.6,1228.1631,0.047495008,1170.6561,9830000.0,8397.0,614375.0,,153568.0,4.2912e-06,0.1,1.0066962 +1303.1,1229.494,0.09104726,1170.871,9840000.0,8404.0,615000.0,,153728.0,4.0352e-06,0.1,1.1334298 +1326.3,1231.287,0.12895808,1170.8071,9850000.0,8413.0,615625.0,,153888.0,3.7792e-06,0.1,1.1586459 +1333.1,1233.362,0.092717096,1171.0214,9860000.0,8420.0,616250.0,,154048.0,3.5232e-06,0.1,0.9006034 +1332.6,1235.329,0.22444104,1171.0963,9870000.0,8428.0,616875.0,,154208.0,3.2672e-06,0.1,1.104421 +1298.3,1236.773,0.08009939,1171.31,9880000.0,8435.0,617500.0,,154368.0,3.0112e-06,0.1,1.2178366 +1281.7,1238.02,0.08757719,1171.5233,9890000.0,8442.0,618125.0,,154528.0,2.7552e-06,0.1,1.1015823 +1348.6,1239.8871,0.11681718,1171.7363,9900000.0,8449.0,618750.0,,154656.0,2.5504e-06,0.1,1.0601196 +1321.8,1241.5039,0.12368601,1171.9489,9910000.0,8456.0,619375.0,,154816.0,2.2944e-06,0.1,1.0144609 +1304.4,1242.5789,0.063376255,1172.0227,9920000.0,8464.0,620000.0,,154976.0,2.0384e-06,0.1,0.9218434 +1319.7,1243.8718,0.10524255,1172.2347,9930000.0,8471.0,620625.0,,155136.0,1.7824e-06,0.1,1.1437055 +1280.6,1244.7119,0.2030978,1172.3081,9940000.0,8479.0,621250.0,,155296.0,1.5264e-06,0.1,1.0772779 +1269.1,1245.188,0.113112025,1172.5194,9950000.0,8486.0,621875.0,,155456.0,1.2704e-06,0.1,1.2760763 +1323.3,1246.063,0.028474705,1172.4543,9960000.0,8495.0,622500.0,,155616.0,1.0144e-06,0.1,1.1443135 +1347.5,1247.31,0.03376991,1172.6653,9970000.0,8502.0,623125.0,,155776.0,7.584e-07,0.1,0.98571205 +1320.4,1248.101,0.052410387,1173.0137,9980000.0,8508.0,623750.0,,155936.0,5.024e-07,0.1,1.1917326 +1267.8,1248.2568,0.124238595,1173.2238,9990000.0,8515.0,624375.0,,156064.0,2.976e-07,0.1,1.0325019 +1282.2,1248.189,0.049318332,1173.4335,10000000.0,8522.0,625000.0,,156224.0,4.16e-08,0.1,1.0771716 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_eval.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..9b4f7b3aeeb1c1c15909563e052c7d1e94c0bdb1 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1248.18896484375, + "strength": 761.4808959960938, + "max_strength": 1153.0999755859375, + "final_strength": 1086.699951171875, + "sample_efficiency": 3.157748835747043e-07, + "training_efficiency": 2.0156723621767014e-05, + "stability": 0.9924324750900269 + }, + "local": { + "mean_returns": [ + 151.42857360839844, + 177.61904907226562, + 205.88235473632812, + 225.7142791748047, + 237.53846740722656, + 247.5, + 271.3636474609375, + 305.5, + 326.70001220703125, + 364.20001220703125, + 375.5, + 390.29998779296875, + 409.79998779296875, + 405.3999938964844, + 401.5, + 439.79998779296875, + 434.6000061035156, + 452.20001220703125, + 455.29998779296875, + 476.1000061035156, + 476.20001220703125, + 455.29998779296875, + 450.29998779296875, + 442.1000061035156, + 437.6000061035156, + 457.0, + 472.29998779296875, + 473.70001220703125, + 494.29998779296875, + 517.9000244140625, + 530.0, + 540.5999755859375, + 503.79998779296875, + 510.8999938964844, + 518.7000122070312, + 504.20001220703125, + 501.5, + 504.0, + 503.1000061035156, + 534.0, + 525.7000122070312, + 570.0999755859375, + 586.7000122070312, + 587.9000244140625, + 622.4000244140625, + 632.4000244140625, + 667.7999877929688, + 630.0999755859375, + 663.0999755859375, + 682.4000244140625, + 682.0, + 658.4000244140625, + 622.5999755859375, + 633.2000122070312, + 622.0999755859375, + 610.7999877929688, + 613.5, + 629.5999755859375, + 649.7000122070312, + 646.0999755859375, + 651.2999877929688, + 633.7000122070312, + 621.0, + 596.5, + 591.2000122070312, + 579.7000122070312, + 582.2000122070312, + 580.0, + 586.7999877929688, + 590.9000244140625, + 587.2999877929688, + 591.0, + 604.0999755859375, + 615.2999877929688, + 630.9000244140625, + 638.7999877929688, + 637.7000122070312, + 643.7000122070312, + 642.5999755859375, + 647.7999877929688, + 657.7000122070312, + 659.2000122070312, + 648.2000122070312, + 653.5999755859375, + 658.9000244140625, + 667.5999755859375, + 666.2000122070312, + 674.2999877929688, + 679.5, + 669.7000122070312, + 659.9000244140625, + 657.5, + 655.5999755859375, + 662.0, + 667.5999755859375, + 672.0, + 659.7000122070312, + 672.0999755859375, + 678.5999755859375, + 678.7000122070312, + 683.2000122070312, + 691.7999877929688, + 692.9000244140625, + 690.9000244140625, + 685.4000244140625, + 687.4000244140625, + 689.2999877929688, + 689.0, + 691.4000244140625, + 686.5999755859375, + 695.0, + 697.4000244140625, + 698.5, + 694.4000244140625, + 705.7000122070312, + 703.2000122070312, + 714.0999755859375, + 713.2999877929688, + 726.0, + 720.0, + 717.5999755859375, + 708.0, + 709.4000244140625, + 703.7000122070312, + 711.0999755859375, + 727.5, + 728.7999877929688, + 736.2999877929688, + 741.2999877929688, + 745.2999877929688, + 739.0999755859375, + 732.7000122070312, + 734.5999755859375, + 739.0999755859375, + 749.5, + 744.7999877929688, + 746.7000122070312, + 744.5999755859375, + 744.0, + 750.2000122070312, + 743.2000122070312, + 744.2999877929688, + 744.0999755859375, + 747.7999877929688, + 743.5, + 744.0999755859375, + 751.5, + 750.2999877929688, + 756.2999877929688, + 752.2000122070312, + 751.2999877929688, + 753.5, + 747.7000122070312, + 753.2000122070312, + 750.2999877929688, + 753.0999755859375, + 771.7000122070312, + 774.4000244140625, + 785.2000122070312, + 785.9000244140625, + 788.2999877929688, + 802.5, + 782.2000122070312, + 781.2000122070312, + 772.7000122070312, + 769.2999877929688, + 765.0999755859375, + 752.5999755859375, + 746.0999755859375, + 744.2999877929688, + 743.7000122070312, + 736.5999755859375, + 744.5999755859375, + 747.7000122070312, + 767.2000122070312, + 765.7000122070312, + 766.0999755859375, + 769.2000122070312, + 764.5999755859375, + 756.2999877929688, + 730.2999877929688, + 752.5, + 774.7000122070312, + 775.2000122070312, + 784.7999877929688, + 791.0, + 795.5999755859375, + 793.7000122070312, + 777.4000244140625, + 773.4000244140625, + 784.7999877929688, + 793.9000244140625, + 794.2000122070312, + 799.0999755859375, + 788.4000244140625, + 802.0, + 772.9000244140625, + 770.4000244140625, + 769.5999755859375, + 764.2000122070312, + 757.2999877929688, + 762.4000244140625, + 784.2999877929688, + 778.4000244140625, + 787.2000122070312, + 805.4000244140625, + 791.0999755859375, + 787.7999877929688, + 784.2999877929688, + 792.2000122070312, + 790.5999755859375, + 788.4000244140625, + 789.5999755859375, + 810.2000122070312, + 807.4000244140625, + 812.2999877929688, + 818.4000244140625, + 827.2000122070312, + 817.9000244140625, + 815.7999877929688, + 802.0, + 797.0, + 819.0999755859375, + 809.0999755859375, + 824.5999755859375, + 821.5999755859375, + 824.9000244140625, + 813.2999877929688, + 796.5999755859375, + 783.0, + 783.5999755859375, + 786.7000122070312, + 802.7000122070312, + 803.7000122070312, + 832.7999877929688, + 822.4000244140625, + 841.0, + 845.0999755859375, + 840.5999755859375, + 822.0, + 794.4000244140625, + 801.7000122070312, + 806.4000244140625, + 805.2999877929688, + 821.5999755859375, + 820.2999877929688, + 822.2999877929688, + 831.0, + 813.0999755859375, + 812.0, + 798.7999877929688, + 794.7000122070312, + 788.5999755859375, + 786.5, + 775.9000244140625, + 770.2999877929688, + 793.5999755859375, + 790.0, + 807.2000122070312, + 811.2000122070312, + 825.5999755859375, + 828.5, + 833.0999755859375, + 840.2999877929688, + 846.5999755859375, + 846.9000244140625, + 852.5, + 852.0, + 848.7999877929688, + 848.5999755859375, + 850.4000244140625, + 844.2000122070312, + 836.2000122070312, + 826.7000122070312, + 823.5, + 831.0999755859375, + 822.0, + 809.7999877929688, + 804.5, + 826.7000122070312, + 828.0, + 821.7000122070312, + 806.2000122070312, + 837.5, + 887.5, + 870.7999877929688, + 878.0999755859375, + 883.7000122070312, + 881.0, + 857.7999877929688, + 816.7000122070312, + 828.5999755859375, + 827.2999877929688, + 829.9000244140625, + 840.2000122070312, + 835.7999877929688, + 856.4000244140625, + 862.7999877929688, + 859.4000244140625, + 856.7999877929688, + 868.5999755859375, + 862.5999755859375, + 861.2000122070312, + 821.2000122070312, + 817.2999877929688, + 827.2000122070312, + 811.2999877929688, + 823.4000244140625, + 834.4000244140625, + 841.7999877929688, + 845.4000244140625, + 847.5999755859375, + 841.9000244140625, + 838.2999877929688, + 839.4000244140625, + 844.4000244140625, + 859.5999755859375, + 859.0999755859375, + 867.5999755859375, + 878.0, + 866.2999877929688, + 866.2999877929688, + 847.0, + 834.5999755859375, + 827.5, + 822.0999755859375, + 830.5, + 840.4000244140625, + 822.9000244140625, + 822.7999877929688, + 824.2000122070312, + 852.4000244140625, + 858.2999877929688, + 872.0, + 886.4000244140625, + 895.0999755859375, + 906.2000122070312, + 893.0999755859375, + 881.2999877929688, + 865.7999877929688, + 869.7000122070312, + 863.0999755859375, + 864.5999755859375, + 885.4000244140625, + 894.0, + 907.9000244140625, + 913.2000122070312, + 902.5999755859375, + 948.2000122070312, + 953.5, + 957.4000244140625, + 951.5999755859375, + 961.7999877929688, + 954.0, + 960.2000122070312, + 915.0, + 925.7999877929688, + 919.2000122070312, + 909.0999755859375, + 892.7999877929688, + 908.0999755859375, + 891.0, + 901.5999755859375, + 918.7000122070312, + 917.9000244140625, + 938.5999755859375, + 962.2999877929688, + 969.2000122070312, + 1014.2000122070312, + 1001.7999877929688, + 981.2999877929688, + 988.5999755859375, + 968.5999755859375, + 959.7999877929688, + 955.2999877929688, + 973.4000244140625, + 940.2000122070312, + 946.0999755859375, + 940.5, + 951.9000244140625, + 941.4000244140625, + 931.0999755859375, + 870.2000122070312, + 885.7000122070312, + 901.2999877929688, + 914.5999755859375, + 925.2999877929688, + 955.5999755859375, + 958.7999877929688, + 992.5, + 987.0999755859375, + 980.2000122070312, + 969.7000122070312, + 957.2000122070312, + 917.2000122070312, + 907.5, + 900.7000122070312, + 901.0, + 909.0999755859375, + 915.0, + 910.7999877929688, + 917.9000244140625, + 926.2000122070312, + 920.9000244140625, + 932.2999877929688, + 932.0, + 905.4000244140625, + 901.2999877929688, + 925.0999755859375, + 907.2000122070312, + 900.2000122070312, + 894.2000122070312, + 894.0999755859375, + 891.5, + 907.5999755859375, + 889.0999755859375, + 900.0, + 928.4000244140625, + 946.7999877929688, + 979.7999877929688, + 999.7000122070312, + 998.0, + 1006.4000244140625, + 1008.5999755859375, + 1013.9000244140625, + 1014.0999755859375, + 960.5999755859375, + 967.4000244140625, + 962.2000122070312, + 959.4000244140625, + 946.0, + 955.5, + 977.7999877929688, + 994.2000122070312, + 995.9000244140625, + 1000.7999877929688, + 998.2000122070312, + 989.2999877929688, + 986.2999877929688, + 976.4000244140625, + 966.7000122070312, + 956.7000122070312, + 947.2999877929688, + 935.2000122070312, + 958.5, + 947.9000244140625, + 939.0, + 922.2999877929688, + 947.7000122070312, + 939.7999877929688, + 954.7999877929688, + 970.7000122070312, + 995.5, + 985.0, + 1000.0999755859375, + 1023.2000122070312, + 1057.0, + 1054.0999755859375, + 1018.2999877929688, + 991.7999877929688, + 1006.5999755859375, + 1033.0, + 991.5999755859375, + 968.5, + 975.5999755859375, + 998.7000122070312, + 1008.0, + 1008.7000122070312, + 981.2000122070312, + 996.5999755859375, + 1005.2000122070312, + 999.5, + 990.2999877929688, + 1011.7000122070312, + 1004.4000244140625, + 1000.7999877929688, + 998.5, + 977.0, + 977.7999877929688, + 989.9000244140625, + 989.5999755859375, + 983.7999877929688, + 998.5, + 1012.7999877929688, + 1036.699951171875, + 1025.699951171875, + 1014.9000244140625, + 1034.199951171875, + 1044.9000244140625, + 1056.800048828125, + 1046.800048828125, + 1053.5, + 1054.199951171875, + 1072.5, + 1051.800048828125, + 1064.199951171875, + 1072.9000244140625, + 1068.300048828125, + 1046.800048828125, + 1063.5, + 1061.0, + 1070.300048828125, + 1024.0999755859375, + 1017.7000122070312, + 1003.5, + 1010.7000122070312, + 987.5999755859375, + 981.5, + 992.5, + 1012.2000122070312, + 1003.4000244140625, + 1021.0999755859375, + 987.4000244140625, + 981.2999877929688, + 996.9000244140625, + 988.2999877929688, + 950.7000122070312, + 934.5, + 946.4000244140625, + 961.7000122070312, + 963.2000122070312, + 930.2000122070312, + 944.7000122070312, + 947.7000122070312, + 967.0, + 943.4000244140625, + 953.9000244140625, + 976.9000244140625, + 997.5999755859375, + 1033.699951171875, + 1027.9000244140625, + 1055.800048828125, + 1053.800048828125, + 1099.9000244140625, + 1097.5999755859375, + 1084.4000244140625, + 1089.9000244140625, + 1071.300048828125, + 1059.800048828125, + 1052.5, + 1040.5, + 1027.199951171875, + 1009.2000122070312, + 995.5999755859375, + 971.7000122070312, + 984.5, + 1005.2999877929688, + 1012.2000122070312, + 1027.300048828125, + 1060.9000244140625, + 1080.4000244140625, + 1086.300048828125, + 1132.4000244140625, + 1146.5, + 1173.5999755859375, + 1178.800048828125, + 1165.0, + 1164.199951171875, + 1169.5, + 1133.5999755859375, + 1144.0, + 1108.800048828125, + 1094.5999755859375, + 1078.0999755859375, + 1084.699951171875, + 1071.199951171875, + 1065.199951171875, + 1064.4000244140625, + 1080.4000244140625, + 1093.800048828125, + 1065.0, + 1104.9000244140625, + 1107.5999755859375, + 1127.800048828125, + 1128.9000244140625, + 1122.4000244140625, + 1148.5999755859375, + 1135.199951171875, + 1136.199951171875, + 1158.5, + 1158.300048828125, + 1117.699951171875, + 1121.4000244140625, + 1120.699951171875, + 1118.800048828125, + 1093.5999755859375, + 1076.0, + 1056.0999755859375, + 1073.300048828125, + 1070.4000244140625, + 1088.5999755859375, + 1078.4000244140625, + 1083.0, + 1065.0, + 1064.9000244140625, + 1071.199951171875, + 1054.9000244140625, + 1054.0, + 1051.0999755859375, + 1028.800048828125, + 1018.5, + 1065.9000244140625, + 1057.800048828125, + 1031.9000244140625, + 1021.9000244140625, + 1036.5999755859375, + 1044.5999755859375, + 1069.300048828125, + 1067.4000244140625, + 1053.300048828125, + 1086.199951171875, + 1083.4000244140625, + 1090.199951171875, + 1100.4000244140625, + 1097.9000244140625, + 1080.4000244140625, + 1074.0, + 1055.9000244140625, + 1027.199951171875, + 1034.5999755859375, + 1034.5, + 1023.7999877929688, + 1012.2999877929688, + 1015.0999755859375, + 1016.2999877929688, + 1010.0, + 1020.2000122070312, + 1019.4000244140625, + 1021.7999877929688, + 1027.699951171875, + 1027.5, + 1019.5999755859375, + 1026.300048828125, + 1033.5, + 1039.5999755859375, + 1020.7999877929688, + 1042.199951171875, + 1028.800048828125, + 1038.4000244140625, + 1031.800048828125, + 1069.300048828125, + 1077.9000244140625, + 1062.800048828125, + 1064.199951171875, + 1032.199951171875, + 1047.9000244140625, + 1026.0, + 1042.5, + 1032.5999755859375, + 1019.2000122070312, + 1004.7999877929688, + 1020.0999755859375, + 1037.9000244140625, + 1023.9000244140625, + 1034.5, + 1014.5999755859375, + 1040.5, + 1038.199951171875, + 1062.5, + 1059.699951171875, + 1050.0999755859375, + 1059.800048828125, + 1060.0999755859375, + 1058.199951171875, + 1039.300048828125, + 1048.800048828125, + 1050.300048828125, + 1042.699951171875, + 1036.5, + 1033.0, + 1018.5999755859375, + 1017.0999755859375, + 1011.4000244140625, + 1001.2000122070312, + 972.7999877929688, + 965.0999755859375, + 982.5999755859375, + 1006.0999755859375, + 1029.4000244140625, + 1009.9000244140625, + 1028.0999755859375, + 1034.5, + 1051.300048828125, + 1072.199951171875, + 1064.5, + 1040.5999755859375, + 1024.300048828125, + 1032.4000244140625, + 1028.0999755859375, + 1022.2999877929688, + 1014.0999755859375, + 1016.5, + 1009.9000244140625, + 1018.2000122070312, + 1015.7999877929688, + 1030.199951171875, + 1024.199951171875, + 1020.2000122070312, + 1013.0, + 988.5, + 1018.0999755859375, + 1015.5999755859375, + 1004.7999877929688, + 985.0999755859375, + 986.0999755859375, + 992.2999877929688, + 987.7999877929688, + 1000.2999877929688, + 974.7999877929688, + 993.5999755859375, + 999.4000244140625, + 1006.7999877929688, + 1025.5999755859375, + 1042.199951171875, + 1057.300048828125, + 1068.5999755859375, + 1054.699951171875, + 1048.699951171875, + 1072.199951171875, + 1070.9000244140625, + 1047.199951171875, + 1031.300048828125, + 1039.300048828125, + 1026.300048828125, + 1042.0999755859375, + 1052.300048828125, + 1047.199951171875, + 1033.199951171875, + 1046.5, + 1064.800048828125, + 1067.4000244140625, + 1075.800048828125, + 1053.800048828125, + 1051.0999755859375, + 1053.199951171875, + 1080.800048828125, + 1079.199951171875, + 1091.199951171875, + 1083.800048828125, + 1110.0, + 1115.199951171875, + 1148.0, + 1128.199951171875, + 1111.699951171875, + 1100.300048828125, + 1095.199951171875, + 1087.4000244140625, + 1083.5, + 1077.0999755859375, + 1046.5999755859375, + 1052.9000244140625, + 1088.5999755859375, + 1096.300048828125, + 1093.0, + 1079.800048828125, + 1067.300048828125, + 1068.5999755859375, + 1077.199951171875, + 1094.199951171875, + 1065.0999755859375, + 1051.9000244140625, + 1048.0, + 1072.800048828125, + 1091.699951171875, + 1087.5, + 1082.699951171875, + 1091.699951171875, + 1083.5, + 1085.5, + 1095.5999755859375, + 1094.5, + 1076.5, + 1089.0, + 1082.300048828125, + 1060.300048828125, + 1053.9000244140625, + 1054.0999755859375, + 1055.0, + 1083.4000244140625, + 1087.199951171875, + 1087.0999755859375, + 1083.800048828125, + 1113.800048828125, + 1159.699951171875, + 1152.9000244140625, + 1144.300048828125, + 1122.699951171875, + 1115.9000244140625, + 1118.5, + 1126.9000244140625, + 1121.4000244140625, + 1095.5999755859375, + 1088.0, + 1097.199951171875, + 1091.5999755859375, + 1061.800048828125, + 1045.300048828125, + 1047.5999755859375, + 1040.0, + 1021.5999755859375, + 1048.199951171875, + 1037.0999755859375, + 1047.4000244140625, + 1065.199951171875, + 1098.9000244140625, + 1091.5999755859375, + 1141.800048828125, + 1130.0, + 1140.9000244140625, + 1136.199951171875, + 1117.5999755859375, + 1128.5, + 1087.5999755859375, + 1102.4000244140625, + 1047.5999755859375, + 1057.4000244140625, + 1065.800048828125, + 1055.300048828125, + 1067.9000244140625, + 1051.5, + 1063.0999755859375, + 1053.4000244140625, + 1096.5, + 1102.800048828125, + 1111.0, + 1113.699951171875, + 1125.199951171875, + 1118.4000244140625, + 1142.0999755859375, + 1154.800048828125, + 1129.4000244140625, + 1138.5999755859375, + 1147.5999755859375, + 1178.800048828125, + 1218.199951171875, + 1206.5999755859375, + 1220.199951171875, + 1208.199951171875, + 1200.800048828125, + 1227.0, + 1202.0999755859375, + 1202.800048828125, + 1182.0999755859375, + 1179.0999755859375, + 1199.0, + 1194.199951171875, + 1199.199951171875, + 1191.199951171875, + 1214.199951171875, + 1208.5, + 1176.4000244140625, + 1141.699951171875, + 1133.5, + 1147.699951171875, + 1170.9000244140625, + 1156.300048828125, + 1171.5999755859375, + 1188.199951171875, + 1201.5, + 1239.9000244140625, + 1266.5, + 1254.4000244140625, + 1269.300048828125, + 1252.300048828125, + 1246.5999755859375, + 1221.9000244140625, + 1218.5, + 1242.699951171875, + 1215.0999755859375, + 1221.199951171875, + 1198.5999755859375, + 1201.699951171875, + 1215.0999755859375, + 1214.4000244140625, + 1238.5999755859375, + 1226.800048828125, + 1218.800048828125, + 1227.300048828125, + 1214.300048828125, + 1210.300048828125, + 1206.5999755859375, + 1192.699951171875, + 1179.4000244140625, + 1170.0, + 1147.0, + 1125.5999755859375, + 1135.9000244140625, + 1153.9000244140625, + 1157.0, + 1161.9000244140625, + 1160.0999755859375, + 1196.9000244140625, + 1190.4000244140625, + 1196.5999755859375, + 1221.5, + 1235.800048828125, + 1222.800048828125, + 1241.300048828125, + 1252.199951171875, + 1289.0, + 1281.9000244140625, + 1307.300048828125, + 1328.5, + 1306.4000244140625, + 1285.0, + 1301.9000244140625, + 1269.5999755859375, + 1230.800048828125, + 1198.5999755859375, + 1197.5999755859375, + 1155.4000244140625, + 1143.5999755859375, + 1143.800048828125, + 1149.300048828125, + 1120.800048828125, + 1140.5999755859375, + 1143.9000244140625, + 1147.699951171875, + 1197.300048828125, + 1209.9000244140625, + 1223.0, + 1223.0999755859375, + 1224.5, + 1258.800048828125, + 1255.199951171875, + 1271.0, + 1266.0, + 1248.9000244140625, + 1252.699951171875, + 1240.5999755859375, + 1234.699951171875, + 1222.0, + 1208.5, + 1242.699951171875, + 1245.0999755859375, + 1238.4000244140625, + 1240.0, + 1256.0, + 1243.0, + 1238.0999755859375, + 1233.0999755859375, + 1232.0999755859375, + 1191.5, + 1179.800048828125, + 1158.800048828125, + 1156.699951171875, + 1143.5999755859375, + 1148.300048828125, + 1146.699951171875, + 1134.800048828125, + 1154.5, + 1158.0, + 1189.5999755859375, + 1176.199951171875, + 1195.4000244140625, + 1194.800048828125, + 1200.5, + 1218.199951171875, + 1256.0999755859375, + 1257.199951171875, + 1276.0999755859375, + 1277.199951171875, + 1279.5999755859375, + 1316.0, + 1289.4000244140625, + 1305.5999755859375, + 1325.5999755859375, + 1298.0999755859375, + 1304.0, + 1287.0999755859375, + 1310.800048828125, + 1306.0999755859375, + 1287.199951171875, + 1272.5999755859375, + 1297.699951171875, + 1283.9000244140625, + 1278.800048828125, + 1262.199951171875, + 1290.699951171875, + 1276.5999755859375, + 1291.300048828125, + 1301.0999755859375, + 1322.5999755859375, + 1303.0999755859375, + 1326.300048828125, + 1333.0999755859375, + 1332.5999755859375, + 1298.300048828125, + 1281.699951171875, + 1348.5999755859375, + 1321.800048828125, + 1304.4000244140625, + 1319.699951171875, + 1280.5999755859375, + 1269.0999755859375, + 1323.300048828125, + 1347.5, + 1320.4000244140625, + 1267.800048828125, + 1282.199951171875 + ], + "strengths": [ + -44.07142639160156, + -17.880950927734375, + 10.382354736328125, + 30.214279174804688, + 42.03846740722656, + 52.0, + 75.8636474609375, + 110.0, + 131.20001220703125, + 168.70001220703125, + 180.0, + 194.79998779296875, + 214.29998779296875, + 209.89999389648438, + 206.0, + 244.29998779296875, + 239.10000610351562, + 256.70001220703125, + 259.79998779296875, + 280.6000061035156, + 280.70001220703125, + 259.79998779296875, + 254.79998779296875, + 246.60000610351562, + 242.10000610351562, + 261.5, + 276.79998779296875, + 278.20001220703125, + 298.79998779296875, + 322.4000244140625, + 334.5, + 345.0999755859375, + 308.29998779296875, + 315.3999938964844, + 323.20001220703125, + 308.70001220703125, + 306.0, + 308.5, + 307.6000061035156, + 338.5, + 330.20001220703125, + 374.5999755859375, + 391.20001220703125, + 392.4000244140625, + 426.9000244140625, + 436.9000244140625, + 472.29998779296875, + 434.5999755859375, + 467.5999755859375, + 486.9000244140625, + 486.5, + 462.9000244140625, + 427.0999755859375, + 437.70001220703125, + 426.5999755859375, + 415.29998779296875, + 418.0, + 434.0999755859375, + 454.20001220703125, + 450.5999755859375, + 455.79998779296875, + 438.20001220703125, + 425.5, + 401.0, + 395.70001220703125, + 384.20001220703125, + 386.70001220703125, + 384.5, + 391.29998779296875, + 395.4000244140625, + 391.79998779296875, + 395.5, + 408.5999755859375, + 419.79998779296875, + 435.4000244140625, + 443.29998779296875, + 442.20001220703125, + 448.20001220703125, + 447.0999755859375, + 452.29998779296875, + 462.20001220703125, + 463.70001220703125, + 452.70001220703125, + 458.0999755859375, + 463.4000244140625, + 472.0999755859375, + 470.70001220703125, + 478.79998779296875, + 484.0, + 474.20001220703125, + 464.4000244140625, + 462.0, + 460.0999755859375, + 466.5, + 472.0999755859375, + 476.5, + 464.20001220703125, + 476.5999755859375, + 483.0999755859375, + 483.20001220703125, + 487.70001220703125, + 496.29998779296875, + 497.4000244140625, + 495.4000244140625, + 489.9000244140625, + 491.9000244140625, + 493.79998779296875, + 493.5, + 495.9000244140625, + 491.0999755859375, + 499.5, + 501.9000244140625, + 503.0, + 498.9000244140625, + 510.20001220703125, + 507.70001220703125, + 518.5999755859375, + 517.7999877929688, + 530.5, + 524.5, + 522.0999755859375, + 512.5, + 513.9000244140625, + 508.20001220703125, + 515.5999755859375, + 532.0, + 533.2999877929688, + 540.7999877929688, + 545.7999877929688, + 549.7999877929688, + 543.5999755859375, + 537.2000122070312, + 539.0999755859375, + 543.5999755859375, + 554.0, + 549.2999877929688, + 551.2000122070312, + 549.0999755859375, + 548.5, + 554.7000122070312, + 547.7000122070312, + 548.7999877929688, + 548.5999755859375, + 552.2999877929688, + 548.0, + 548.5999755859375, + 556.0, + 554.7999877929688, + 560.7999877929688, + 556.7000122070312, + 555.7999877929688, + 558.0, + 552.2000122070312, + 557.7000122070312, + 554.7999877929688, + 557.5999755859375, + 576.2000122070312, + 578.9000244140625, + 589.7000122070312, + 590.4000244140625, + 592.7999877929688, + 607.0, + 586.7000122070312, + 585.7000122070312, + 577.2000122070312, + 573.7999877929688, + 569.5999755859375, + 557.0999755859375, + 550.5999755859375, + 548.7999877929688, + 548.2000122070312, + 541.0999755859375, + 549.0999755859375, + 552.2000122070312, + 571.7000122070312, + 570.2000122070312, + 570.5999755859375, + 573.7000122070312, + 569.0999755859375, + 560.7999877929688, + 534.7999877929688, + 557.0, + 579.2000122070312, + 579.7000122070312, + 589.2999877929688, + 595.5, + 600.0999755859375, + 598.2000122070312, + 581.9000244140625, + 577.9000244140625, + 589.2999877929688, + 598.4000244140625, + 598.7000122070312, + 603.5999755859375, + 592.9000244140625, + 606.5, + 577.4000244140625, + 574.9000244140625, + 574.0999755859375, + 568.7000122070312, + 561.7999877929688, + 566.9000244140625, + 588.7999877929688, + 582.9000244140625, + 591.7000122070312, + 609.9000244140625, + 595.5999755859375, + 592.2999877929688, + 588.7999877929688, + 596.7000122070312, + 595.0999755859375, + 592.9000244140625, + 594.0999755859375, + 614.7000122070312, + 611.9000244140625, + 616.7999877929688, + 622.9000244140625, + 631.7000122070312, + 622.4000244140625, + 620.2999877929688, + 606.5, + 601.5, + 623.5999755859375, + 613.5999755859375, + 629.0999755859375, + 626.0999755859375, + 629.4000244140625, + 617.7999877929688, + 601.0999755859375, + 587.5, + 588.0999755859375, + 591.2000122070312, + 607.2000122070312, + 608.2000122070312, + 637.2999877929688, + 626.9000244140625, + 645.5, + 649.5999755859375, + 645.0999755859375, + 626.5, + 598.9000244140625, + 606.2000122070312, + 610.9000244140625, + 609.7999877929688, + 626.0999755859375, + 624.7999877929688, + 626.7999877929688, + 635.5, + 617.5999755859375, + 616.5, + 603.2999877929688, + 599.2000122070312, + 593.0999755859375, + 591.0, + 580.4000244140625, + 574.7999877929688, + 598.0999755859375, + 594.5, + 611.7000122070312, + 615.7000122070312, + 630.0999755859375, + 633.0, + 637.5999755859375, + 644.7999877929688, + 651.0999755859375, + 651.4000244140625, + 657.0, + 656.5, + 653.2999877929688, + 653.0999755859375, + 654.9000244140625, + 648.7000122070312, + 640.7000122070312, + 631.2000122070312, + 628.0, + 635.5999755859375, + 626.5, + 614.2999877929688, + 609.0, + 631.2000122070312, + 632.5, + 626.2000122070312, + 610.7000122070312, + 642.0, + 692.0, + 675.2999877929688, + 682.5999755859375, + 688.2000122070312, + 685.5, + 662.2999877929688, + 621.2000122070312, + 633.0999755859375, + 631.7999877929688, + 634.4000244140625, + 644.7000122070312, + 640.2999877929688, + 660.9000244140625, + 667.2999877929688, + 663.9000244140625, + 661.2999877929688, + 673.0999755859375, + 667.0999755859375, + 665.7000122070312, + 625.7000122070312, + 621.7999877929688, + 631.7000122070312, + 615.7999877929688, + 627.9000244140625, + 638.9000244140625, + 646.2999877929688, + 649.9000244140625, + 652.0999755859375, + 646.4000244140625, + 642.7999877929688, + 643.9000244140625, + 648.9000244140625, + 664.0999755859375, + 663.5999755859375, + 672.0999755859375, + 682.5, + 670.7999877929688, + 670.7999877929688, + 651.5, + 639.0999755859375, + 632.0, + 626.5999755859375, + 635.0, + 644.9000244140625, + 627.4000244140625, + 627.2999877929688, + 628.7000122070312, + 656.9000244140625, + 662.7999877929688, + 676.5, + 690.9000244140625, + 699.5999755859375, + 710.7000122070312, + 697.5999755859375, + 685.7999877929688, + 670.2999877929688, + 674.2000122070312, + 667.5999755859375, + 669.0999755859375, + 689.9000244140625, + 698.5, + 712.4000244140625, + 717.7000122070312, + 707.0999755859375, + 752.7000122070312, + 758.0, + 761.9000244140625, + 756.0999755859375, + 766.2999877929688, + 758.5, + 764.7000122070312, + 719.5, + 730.2999877929688, + 723.7000122070312, + 713.5999755859375, + 697.2999877929688, + 712.5999755859375, + 695.5, + 706.0999755859375, + 723.2000122070312, + 722.4000244140625, + 743.0999755859375, + 766.7999877929688, + 773.7000122070312, + 818.7000122070312, + 806.2999877929688, + 785.7999877929688, + 793.0999755859375, + 773.0999755859375, + 764.2999877929688, + 759.7999877929688, + 777.9000244140625, + 744.7000122070312, + 750.5999755859375, + 745.0, + 756.4000244140625, + 745.9000244140625, + 735.5999755859375, + 674.7000122070312, + 690.2000122070312, + 705.7999877929688, + 719.0999755859375, + 729.7999877929688, + 760.0999755859375, + 763.2999877929688, + 797.0, + 791.5999755859375, + 784.7000122070312, + 774.2000122070312, + 761.7000122070312, + 721.7000122070312, + 712.0, + 705.2000122070312, + 705.5, + 713.5999755859375, + 719.5, + 715.2999877929688, + 722.4000244140625, + 730.7000122070312, + 725.4000244140625, + 736.7999877929688, + 736.5, + 709.9000244140625, + 705.7999877929688, + 729.5999755859375, + 711.7000122070312, + 704.7000122070312, + 698.7000122070312, + 698.5999755859375, + 696.0, + 712.0999755859375, + 693.5999755859375, + 704.5, + 732.9000244140625, + 751.2999877929688, + 784.2999877929688, + 804.2000122070312, + 802.5, + 810.9000244140625, + 813.0999755859375, + 818.4000244140625, + 818.5999755859375, + 765.0999755859375, + 771.9000244140625, + 766.7000122070312, + 763.9000244140625, + 750.5, + 760.0, + 782.2999877929688, + 798.7000122070312, + 800.4000244140625, + 805.2999877929688, + 802.7000122070312, + 793.7999877929688, + 790.7999877929688, + 780.9000244140625, + 771.2000122070312, + 761.2000122070312, + 751.7999877929688, + 739.7000122070312, + 763.0, + 752.4000244140625, + 743.5, + 726.7999877929688, + 752.2000122070312, + 744.2999877929688, + 759.2999877929688, + 775.2000122070312, + 800.0, + 789.5, + 804.5999755859375, + 827.7000122070312, + 861.5, + 858.5999755859375, + 822.7999877929688, + 796.2999877929688, + 811.0999755859375, + 837.5, + 796.0999755859375, + 773.0, + 780.0999755859375, + 803.2000122070312, + 812.5, + 813.2000122070312, + 785.7000122070312, + 801.0999755859375, + 809.7000122070312, + 804.0, + 794.7999877929688, + 816.2000122070312, + 808.9000244140625, + 805.2999877929688, + 803.0, + 781.5, + 782.2999877929688, + 794.4000244140625, + 794.0999755859375, + 788.2999877929688, + 803.0, + 817.2999877929688, + 841.199951171875, + 830.199951171875, + 819.4000244140625, + 838.699951171875, + 849.4000244140625, + 861.300048828125, + 851.300048828125, + 858.0, + 858.699951171875, + 877.0, + 856.300048828125, + 868.699951171875, + 877.4000244140625, + 872.800048828125, + 851.300048828125, + 868.0, + 865.5, + 874.800048828125, + 828.5999755859375, + 822.2000122070312, + 808.0, + 815.2000122070312, + 792.0999755859375, + 786.0, + 797.0, + 816.7000122070312, + 807.9000244140625, + 825.5999755859375, + 791.9000244140625, + 785.7999877929688, + 801.4000244140625, + 792.7999877929688, + 755.2000122070312, + 739.0, + 750.9000244140625, + 766.2000122070312, + 767.7000122070312, + 734.7000122070312, + 749.2000122070312, + 752.2000122070312, + 771.5, + 747.9000244140625, + 758.4000244140625, + 781.4000244140625, + 802.0999755859375, + 838.199951171875, + 832.4000244140625, + 860.300048828125, + 858.300048828125, + 904.4000244140625, + 902.0999755859375, + 888.9000244140625, + 894.4000244140625, + 875.800048828125, + 864.300048828125, + 857.0, + 845.0, + 831.699951171875, + 813.7000122070312, + 800.0999755859375, + 776.2000122070312, + 789.0, + 809.7999877929688, + 816.7000122070312, + 831.800048828125, + 865.4000244140625, + 884.9000244140625, + 890.800048828125, + 936.9000244140625, + 951.0, + 978.0999755859375, + 983.300048828125, + 969.5, + 968.699951171875, + 974.0, + 938.0999755859375, + 948.5, + 913.300048828125, + 899.0999755859375, + 882.5999755859375, + 889.199951171875, + 875.699951171875, + 869.699951171875, + 868.9000244140625, + 884.9000244140625, + 898.300048828125, + 869.5, + 909.4000244140625, + 912.0999755859375, + 932.300048828125, + 933.4000244140625, + 926.9000244140625, + 953.0999755859375, + 939.699951171875, + 940.699951171875, + 963.0, + 962.800048828125, + 922.199951171875, + 925.9000244140625, + 925.199951171875, + 923.300048828125, + 898.0999755859375, + 880.5, + 860.5999755859375, + 877.800048828125, + 874.9000244140625, + 893.0999755859375, + 882.9000244140625, + 887.5, + 869.5, + 869.4000244140625, + 875.699951171875, + 859.4000244140625, + 858.5, + 855.5999755859375, + 833.300048828125, + 823.0, + 870.4000244140625, + 862.300048828125, + 836.4000244140625, + 826.4000244140625, + 841.0999755859375, + 849.0999755859375, + 873.800048828125, + 871.9000244140625, + 857.800048828125, + 890.699951171875, + 887.9000244140625, + 894.699951171875, + 904.9000244140625, + 902.4000244140625, + 884.9000244140625, + 878.5, + 860.4000244140625, + 831.699951171875, + 839.0999755859375, + 839.0, + 828.2999877929688, + 816.7999877929688, + 819.5999755859375, + 820.7999877929688, + 814.5, + 824.7000122070312, + 823.9000244140625, + 826.2999877929688, + 832.199951171875, + 832.0, + 824.0999755859375, + 830.800048828125, + 838.0, + 844.0999755859375, + 825.2999877929688, + 846.699951171875, + 833.300048828125, + 842.9000244140625, + 836.300048828125, + 873.800048828125, + 882.4000244140625, + 867.300048828125, + 868.699951171875, + 836.699951171875, + 852.4000244140625, + 830.5, + 847.0, + 837.0999755859375, + 823.7000122070312, + 809.2999877929688, + 824.5999755859375, + 842.4000244140625, + 828.4000244140625, + 839.0, + 819.0999755859375, + 845.0, + 842.699951171875, + 867.0, + 864.199951171875, + 854.5999755859375, + 864.300048828125, + 864.5999755859375, + 862.699951171875, + 843.800048828125, + 853.300048828125, + 854.800048828125, + 847.199951171875, + 841.0, + 837.5, + 823.0999755859375, + 821.5999755859375, + 815.9000244140625, + 805.7000122070312, + 777.2999877929688, + 769.5999755859375, + 787.0999755859375, + 810.5999755859375, + 833.9000244140625, + 814.4000244140625, + 832.5999755859375, + 839.0, + 855.800048828125, + 876.699951171875, + 869.0, + 845.0999755859375, + 828.800048828125, + 836.9000244140625, + 832.5999755859375, + 826.7999877929688, + 818.5999755859375, + 821.0, + 814.4000244140625, + 822.7000122070312, + 820.2999877929688, + 834.699951171875, + 828.699951171875, + 824.7000122070312, + 817.5, + 793.0, + 822.5999755859375, + 820.0999755859375, + 809.2999877929688, + 789.5999755859375, + 790.5999755859375, + 796.7999877929688, + 792.2999877929688, + 804.7999877929688, + 779.2999877929688, + 798.0999755859375, + 803.9000244140625, + 811.2999877929688, + 830.0999755859375, + 846.699951171875, + 861.800048828125, + 873.0999755859375, + 859.199951171875, + 853.199951171875, + 876.699951171875, + 875.4000244140625, + 851.699951171875, + 835.800048828125, + 843.800048828125, + 830.800048828125, + 846.5999755859375, + 856.800048828125, + 851.699951171875, + 837.699951171875, + 851.0, + 869.300048828125, + 871.9000244140625, + 880.300048828125, + 858.300048828125, + 855.5999755859375, + 857.699951171875, + 885.300048828125, + 883.699951171875, + 895.699951171875, + 888.300048828125, + 914.5, + 919.699951171875, + 952.5, + 932.699951171875, + 916.199951171875, + 904.800048828125, + 899.699951171875, + 891.9000244140625, + 888.0, + 881.5999755859375, + 851.0999755859375, + 857.4000244140625, + 893.0999755859375, + 900.800048828125, + 897.5, + 884.300048828125, + 871.800048828125, + 873.0999755859375, + 881.699951171875, + 898.699951171875, + 869.5999755859375, + 856.4000244140625, + 852.5, + 877.300048828125, + 896.199951171875, + 892.0, + 887.199951171875, + 896.199951171875, + 888.0, + 890.0, + 900.0999755859375, + 899.0, + 881.0, + 893.5, + 886.800048828125, + 864.800048828125, + 858.4000244140625, + 858.5999755859375, + 859.5, + 887.9000244140625, + 891.699951171875, + 891.5999755859375, + 888.300048828125, + 918.300048828125, + 964.199951171875, + 957.4000244140625, + 948.800048828125, + 927.199951171875, + 920.4000244140625, + 923.0, + 931.4000244140625, + 925.9000244140625, + 900.0999755859375, + 892.5, + 901.699951171875, + 896.0999755859375, + 866.300048828125, + 849.800048828125, + 852.0999755859375, + 844.5, + 826.0999755859375, + 852.699951171875, + 841.5999755859375, + 851.9000244140625, + 869.699951171875, + 903.4000244140625, + 896.0999755859375, + 946.300048828125, + 934.5, + 945.4000244140625, + 940.699951171875, + 922.0999755859375, + 933.0, + 892.0999755859375, + 906.9000244140625, + 852.0999755859375, + 861.9000244140625, + 870.300048828125, + 859.800048828125, + 872.4000244140625, + 856.0, + 867.5999755859375, + 857.9000244140625, + 901.0, + 907.300048828125, + 915.5, + 918.199951171875, + 929.699951171875, + 922.9000244140625, + 946.5999755859375, + 959.300048828125, + 933.9000244140625, + 943.0999755859375, + 952.0999755859375, + 983.300048828125, + 1022.699951171875, + 1011.0999755859375, + 1024.699951171875, + 1012.699951171875, + 1005.300048828125, + 1031.5, + 1006.5999755859375, + 1007.300048828125, + 986.5999755859375, + 983.5999755859375, + 1003.5, + 998.699951171875, + 1003.699951171875, + 995.699951171875, + 1018.699951171875, + 1013.0, + 980.9000244140625, + 946.199951171875, + 938.0, + 952.199951171875, + 975.4000244140625, + 960.800048828125, + 976.0999755859375, + 992.699951171875, + 1006.0, + 1044.4000244140625, + 1071.0, + 1058.9000244140625, + 1073.800048828125, + 1056.800048828125, + 1051.0999755859375, + 1026.4000244140625, + 1023.0, + 1047.199951171875, + 1019.5999755859375, + 1025.699951171875, + 1003.0999755859375, + 1006.199951171875, + 1019.5999755859375, + 1018.9000244140625, + 1043.0999755859375, + 1031.300048828125, + 1023.300048828125, + 1031.800048828125, + 1018.800048828125, + 1014.800048828125, + 1011.0999755859375, + 997.199951171875, + 983.9000244140625, + 974.5, + 951.5, + 930.0999755859375, + 940.4000244140625, + 958.4000244140625, + 961.5, + 966.4000244140625, + 964.5999755859375, + 1001.4000244140625, + 994.9000244140625, + 1001.0999755859375, + 1026.0, + 1040.300048828125, + 1027.300048828125, + 1045.800048828125, + 1056.699951171875, + 1093.5, + 1086.4000244140625, + 1111.800048828125, + 1133.0, + 1110.9000244140625, + 1089.5, + 1106.4000244140625, + 1074.0999755859375, + 1035.300048828125, + 1003.0999755859375, + 1002.0999755859375, + 959.9000244140625, + 948.0999755859375, + 948.300048828125, + 953.800048828125, + 925.300048828125, + 945.0999755859375, + 948.4000244140625, + 952.199951171875, + 1001.800048828125, + 1014.4000244140625, + 1027.5, + 1027.5999755859375, + 1029.0, + 1063.300048828125, + 1059.699951171875, + 1075.5, + 1070.5, + 1053.4000244140625, + 1057.199951171875, + 1045.0999755859375, + 1039.199951171875, + 1026.5, + 1013.0, + 1047.199951171875, + 1049.5999755859375, + 1042.9000244140625, + 1044.5, + 1060.5, + 1047.5, + 1042.5999755859375, + 1037.5999755859375, + 1036.5999755859375, + 996.0, + 984.300048828125, + 963.300048828125, + 961.199951171875, + 948.0999755859375, + 952.800048828125, + 951.199951171875, + 939.300048828125, + 959.0, + 962.5, + 994.0999755859375, + 980.699951171875, + 999.9000244140625, + 999.300048828125, + 1005.0, + 1022.699951171875, + 1060.5999755859375, + 1061.699951171875, + 1080.5999755859375, + 1081.699951171875, + 1084.0999755859375, + 1120.5, + 1093.9000244140625, + 1110.0999755859375, + 1130.0999755859375, + 1102.5999755859375, + 1108.5, + 1091.5999755859375, + 1115.300048828125, + 1110.5999755859375, + 1091.699951171875, + 1077.0999755859375, + 1102.199951171875, + 1088.4000244140625, + 1083.300048828125, + 1066.699951171875, + 1095.199951171875, + 1081.0999755859375, + 1095.800048828125, + 1105.5999755859375, + 1127.0999755859375, + 1107.5999755859375, + 1130.800048828125, + 1137.5999755859375, + 1137.0999755859375, + 1102.800048828125, + 1086.199951171875, + 1153.0999755859375, + 1126.300048828125, + 1108.9000244140625, + 1124.199951171875, + 1085.0999755859375, + 1073.5999755859375, + 1127.800048828125, + 1152.0, + 1124.9000244140625, + 1072.300048828125, + 1086.699951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.556879765819758e-05, + 9.608512482373044e-05, + 0.0001966569252545014, + -0.00016240536933764815, + -3.4290387702640146e-05, + -9.482240784564056e-06, + -1.29773710000336e-07, + 3.6542362522595795e-06, + 5.5712157518428285e-06, + 6.429158474929864e-06, + 6.826624485256616e-06, + 6.988287623244105e-06, + 7.012188234511996e-06, + 6.96666256772005e-06, + 6.869812750665005e-06, + 6.754463811375899e-06, + 6.62086085867486e-06, + 6.483255219791317e-06, + 6.336908882076386e-06, + 6.1954201555636246e-06, + 6.068763923394727e-06, + 5.948273155809147e-06, + 5.835210686200298e-06, + 5.727577445213683e-06, + 5.615491772914538e-06, + 5.502085514308419e-06, + 5.393456831370713e-06, + 5.282605798129225e-06, + 5.1696906666620634e-06, + 5.059484919911483e-06, + 4.952589279128006e-06, + 4.862158675678074e-06, + 4.7739531510160305e-06, + 4.687815817305818e-06, + 4.609206825989531e-06, + 4.53447864856571e-06, + 4.462141077965498e-06, + 4.392826213006629e-06, + 4.319696472521173e-06, + 4.251392056175973e-06, + 4.177375103608938e-06, + 4.10388520322158e-06, + 4.0337822611036245e-06, + 3.961348284065025e-06, + 3.8910807234060485e-06, + 3.819194716925267e-06, + 3.756435489776777e-06, + 3.692196742122178e-06, + 3.6286953672970412e-06, + 3.5684170143213123e-06, + 3.5137195482093375e-06, + 3.4653023703867802e-06, + 3.4175509426859207e-06, + 3.37271012540441e-06, + 3.330545951030217e-06, + 3.2894947707973188e-06, + 3.248269877076382e-06, + 3.2066147923615063e-06, + 3.166708211210789e-06, + 3.127693162241485e-06, + 3.0913854516256833e-06, + 3.0571752631658455e-06, + 3.0258090646384517e-06, + 2.9956338494230295e-06, + 2.9670345611521043e-06, + 2.9389120754785836e-06, + 2.911584715548088e-06, + 2.8844028747698758e-06, + 2.8575620945048286e-06, + 2.8315632789599476e-06, + 2.805900521707372e-06, + 2.779985834422405e-06, + 2.7539801976672607e-06, + 2.7276560103928205e-06, + 2.7015130399377085e-06, + 2.6760721993923653e-06, + 2.6509105737204663e-06, + 2.6264121970598353e-06, + 2.60221690950857e-06, + 2.5780834675970254e-06, + 2.5544504751451313e-06, + 2.5319127416878473e-06, + 2.5096214812947437e-06, + 2.4875816961866803e-06, + 2.465638772264356e-06, + 2.4442556423309725e-06, + 2.422993475192925e-06, + 2.4019852844503475e-06, + 2.381856347710709e-06, + 2.362558689128491e-06, + 2.3437526124325814e-06, + 2.3253978724824265e-06, + 2.3071565919963177e-06, + 2.2890642412676243e-06, + 2.271167886647163e-06, + 2.2540723421116127e-06, + 2.236856516901753e-06, + 2.2197459657036234e-06, + 2.2029635147191584e-06, + 2.1863513666176004e-06, + 2.169773324567359e-06, + 2.153480181732448e-06, + 2.1375624328356935e-06, + 2.1221146653260803e-06, + 2.1068876776553225e-06, + 2.0918796508340165e-06, + 2.077150384138804e-06, + 2.062613248199341e-06, + 2.048469241344719e-06, + 2.0343338746897643e-06, + 2.020378815359436e-06, + 2.0066356682946207e-06, + 1.9932372197217774e-06, + 1.9797687400568975e-06, + 1.966594481928041e-06, + 1.9533665636117803e-06, + 1.940384208864998e-06, + 1.9273113593953894e-06, + 1.914606855279999e-06, + 1.9021714479094953e-06, + 1.8901629346146365e-06, + 1.878313128145237e-06, + 1.8667776657821378e-06, + 1.855255504779052e-06, + 1.843554969127581e-06, + 1.8320135950489203e-06, + 1.8204972320745583e-06, + 1.8090612456944655e-06, + 1.7977266679736204e-06, + 1.786697680472571e-06, + 1.7759668935468653e-06, + 1.7653618442636798e-06, + 1.7548302366776625e-06, + 1.7442613398088724e-06, + 1.7339415308015305e-06, + 1.7237416614079848e-06, + 1.7137316490334342e-06, + 1.703879092929128e-06, + 1.6940608702498139e-06, + 1.6845066284076893e-06, + 1.6750692566347425e-06, + 1.6657683090670616e-06, + 1.656535914662527e-06, + 1.647502472224005e-06, + 1.6385828303100425e-06, + 1.6296665990012116e-06, + 1.6208913393711555e-06, + 1.6121417729664245e-06, + 1.6035737644415349e-06, + 1.5951335399222444e-06, + 1.5867718730078195e-06, + 1.5786050653332495e-06, + 1.5704636098234914e-06, + 1.5624685829607188e-06, + 1.5545355154245044e-06, + 1.5464443094970193e-06, + 1.5384219977931934e-06, + 1.5303584177672747e-06, + 1.5223926084217965e-06, + 1.5145003544603242e-06, + 1.506526814409881e-06, + 1.4989211649663048e-06, + 1.4914251096342923e-06, + 1.4841300526313717e-06, + 1.476966531299695e-06, + 1.4699407984153368e-06, + 1.4631493741035229e-06, + 1.4565132460120367e-06, + 1.449972501177399e-06, + 1.4435107686949777e-06, + 1.4372018313224544e-06, + 1.4308684512798209e-06, + 1.4245683814806398e-06, + 1.4181180176819908e-06, + 1.41175655699044e-06, + 1.4054614894121187e-06, + 1.3992023468745174e-06, + 1.3930614386481466e-06, + 1.3870752582079149e-06, + 1.3814249086863128e-06, + 1.3755995951214572e-06, + 1.369606252410449e-06, + 1.363672481602407e-06, + 1.3577059689851012e-06, + 1.3517427532860893e-06, + 1.345799660157354e-06, + 1.339940240541182e-06, + 1.3343013733901898e-06, + 1.3287592537380988e-06, + 1.3231664297563839e-06, + 1.3175471167414798e-06, + 1.3119843060849234e-06, + 1.306435365222569e-06, + 1.301041493206867e-06, + 1.2955811143910978e-06, + 1.2904355344289797e-06, + 1.2853620319219772e-06, + 1.2803442359654582e-06, + 1.2754208000842482e-06, + 1.2706022971542552e-06, + 1.2657849310926395e-06, + 1.2608287534021656e-06, + 1.2559693232105928e-06, + 1.251083403985831e-06, + 1.24609664453601e-06, + 1.241274048879859e-06, + 1.2365238717393368e-06, + 1.2318459994276054e-06, + 1.2271497098481632e-06, + 1.2225098089402309e-06, + 1.2179300483694533e-06, + 1.213383256981615e-06, + 1.208722778756055e-06, + 1.204127670462185e-06, + 1.1995396107522538e-06, + 1.1949501868002699e-06, + 1.1903404129043338e-06, + 1.1858419384225272e-06, + 1.1814005347332568e-06, + 1.1770976016123313e-06, + 1.1728682238754118e-06, + 1.168522999250854e-06, + 1.1642862318694824e-06, + 1.1599819345065043e-06, + 1.15573732273333e-06, + 1.1515090818647877e-06, + 1.1473960057628574e-06, + 1.1434287898737239e-06, + 1.1395835599614657e-06, + 1.1357657285770983e-06, + 1.1319590385028278e-06, + 1.1280816352154943e-06, + 1.1242304935876746e-06, + 1.1202299674550886e-06, + 1.1163290309923468e-06, + 1.1123473768748227e-06, + 1.1083761819463689e-06, + 1.1044674010918243e-06, + 1.100703912015888e-06, + 1.0971355095534818e-06, + 1.0935521004284965e-06, + 1.089969941858726e-06, + 1.0864229125218117e-06, + 1.0828102858795319e-06, + 1.0792346074595116e-06, + 1.0756765504993382e-06, + 1.0720985983425635e-06, + 1.0686493396860897e-06, + 1.0652331638993928e-06, + 1.0619158956615138e-06, + 1.058645921148127e-06, + 1.0554330174272764e-06, + 1.0522550155656063e-06, + 1.049156367116666e-06, + 1.046108991431538e-06, + 1.0429605481476756e-06, + 1.0398537142464193e-06, + 1.036680259858258e-06, + 1.0335098750147154e-06, + 1.0302896953362506e-06, + 1.0270795200995053e-06, + 1.0238707091048127e-06, + 1.0206507568000234e-06, + 1.0174245517191594e-06, + 1.0142221071873792e-06, + 1.0110172752320068e-06, + 1.0078397281176876e-06, + 1.0047021987702465e-06, + 1.001589680527104e-06, + 9.984922826333786e-07, + 9.954475217455183e-07, + 9.924625601342996e-07, + 9.89543309515284e-07, + 9.866595291896374e-07, + 9.837616516961134e-07, + 9.809255061554722e-07, + 9.78163711806701e-07, + 9.754443226484e-07, + 9.726450116431806e-07, + 9.698594567453256e-07, + 9.671208545114496e-07, + 9.64467858466378e-07, + 9.616979923521285e-07, + 9.587344038664014e-07, + 9.55864038587606e-07, + 9.529842941446987e-07, + 9.5010261702555e-07, + 9.47253738559084e-07, + 9.44521275414445e-07, + 9.419757702744391e-07, + 9.393986033501278e-07, + 9.368437190460099e-07, + 9.342951443613856e-07, + 9.317224112237454e-07, + 9.291843525716104e-07, + 9.265821745430003e-07, + 9.239729479304515e-07, + 9.213948715114384e-07, + 9.188444209939917e-07, + 9.162662308881409e-07, + 9.137285132965189e-07, + 9.112131920119282e-07, + 9.088644219445996e-07, + 9.065445851774712e-07, + 9.042023521033116e-07, + 9.019331059789693e-07, + 8.996332780952798e-07, + 8.973076432994276e-07, + 8.94969900855358e-07, + 8.926339774006919e-07, + 8.903050456865458e-07, + 8.880109021447424e-07, + 8.85743759226898e-07, + 8.834867344376107e-07, + 8.81226242199773e-07, + 8.789273806542042e-07, + 8.766448331698484e-07, + 8.743477337702643e-07, + 8.720301138964714e-07, + 8.697668931745284e-07, + 8.675179401507194e-07, + 8.653472036712628e-07, + 8.632305252831429e-07, + 8.611495445620676e-07, + 8.590982929490565e-07, + 8.570313525524398e-07, + 8.549444601158029e-07, + 8.529258366252179e-07, + 8.509189797223371e-07, + 8.489189440297196e-07, + 8.468411465401005e-07, + 8.447572099612444e-07, + 8.426430895269732e-07, + 8.404971936215588e-07, + 8.383380531995499e-07, + 8.361585628335888e-07, + 8.340327894984512e-07, + 8.31955844660115e-07, + 8.29938016977394e-07, + 8.279203598249296e-07, + 8.259341939265141e-07, + 8.239551902988751e-07, + 8.219266760534083e-07, + 8.198852583518601e-07, + 8.17816044218489e-07, + 8.157444426615257e-07, + 8.137160989463155e-07, + 8.115706009448331e-07, + 8.094242502920679e-07, + 8.072810828707588e-07, + 8.051682129917026e-07, + 8.030409048842557e-07, + 8.00949067070178e-07, + 7.988538186509686e-07, + 7.968948239067686e-07, + 7.949185487632349e-07, + 7.929719458843465e-07, + 7.910641102171212e-07, + 7.892106168583268e-07, + 7.873273943914683e-07, + 7.854998784750933e-07, + 7.836551958462223e-07, + 7.817766913831292e-07, + 7.799113177497929e-07, + 7.780039936733374e-07, + 7.760479547869181e-07, + 7.740866294625448e-07, + 7.720247481302067e-07, + 7.700076594119309e-07, + 7.680545763832924e-07, + 7.660959226996056e-07, + 7.641986030648695e-07, + 7.623343662999105e-07, + 7.604922984683071e-07, + 7.586177162011154e-07, + 7.568338560304255e-07, + 7.550464147243474e-07, + 7.532825634370965e-07, + 7.515020001847006e-07, + 7.49756395634904e-07, + 7.480446697627485e-07, + 7.464829536729667e-07, + 7.448934411513619e-07, + 7.432765869452851e-07, + 7.416379617097846e-07, + 7.399839319077728e-07, + 7.382708986369835e-07, + 7.365604801634618e-07, + 7.347850328187633e-07, + 7.330322091547714e-07, + 7.31304908185848e-07, + 7.296105763998639e-07, + 7.279530223058828e-07, + 7.263910219990066e-07, + 7.248580686791684e-07, + 7.233473979795235e-07, + 7.218437758638174e-07, + 7.20330490366905e-07, + 7.18812543709646e-07, + 7.173111384872755e-07, + 7.158025141507096e-07, + 7.142844538066129e-07, + 7.127850949473213e-07, + 7.112700473044242e-07, + 7.097634693309374e-07, + 7.083185664669145e-07, + 7.068890681694029e-07, + 7.054187562971492e-07, + 7.039915885798109e-07, + 7.025853392406134e-07, + 7.011977345428022e-07, + 6.998169510552543e-07, + 6.98447763625154e-07, + 6.97053565090755e-07, + 6.957019991205016e-07, + 6.943357107047632e-07, + 6.92921162226412e-07, + 6.914784194123058e-07, + 6.899801405779726e-07, + 6.884521326355753e-07, + 6.869358344374632e-07, + 6.854119760646427e-07, + 6.838924377916555e-07, + 6.823714784331969e-07, + 6.808585908402165e-07, + 6.794520572839247e-07, + 6.780401804462599e-07, + 6.766450155737402e-07, + 6.752618446626002e-07, + 6.739097102581582e-07, + 6.725471166646457e-07, + 6.711516675750318e-07, + 6.697342769257375e-07, + 6.683213200631144e-07, + 6.669071126452764e-07, + 6.655048423453991e-07, + 6.641252525696473e-07, + 6.627579409723694e-07, + 6.614144467675942e-07, + 6.600942583645519e-07, + 6.587974326066615e-07, + 6.575227757821267e-07, + 6.562743806171056e-07, + 6.549927888954699e-07, + 6.53734900879499e-07, + 6.524976470245747e-07, + 6.512936465696839e-07, + 6.500532094833034e-07, + 6.488315307251469e-07, + 6.475908662650909e-07, + 6.463301929215959e-07, + 6.450355272136221e-07, + 6.437640536205436e-07, + 6.424746743505239e-07, + 6.411548838514136e-07, + 6.397883680619998e-07, + 6.384337325471279e-07, + 6.371421932271915e-07, + 6.358984023790981e-07, + 6.346376153487654e-07, + 6.333422675197653e-07, + 6.321170644696394e-07, + 6.309329023679311e-07, + 6.29743340141431e-07, + 6.285243330239609e-07, + 6.272970836107561e-07, + 6.260747227315733e-07, + 6.248992576729506e-07, + 6.237062279979e-07, + 6.225061497389106e-07, + 6.21320054960961e-07, + 6.201530027283297e-07, + 6.189601435835357e-07, + 6.17783484813117e-07, + 6.166175126054441e-07, + 6.154602374408569e-07, + 6.143390010038274e-07, + 6.132216299192805e-07, + 6.120920374996786e-07, + 6.109680157351249e-07, + 6.098571248003282e-07, + 6.087306019253447e-07, + 6.075891860746196e-07, + 6.064200306354905e-07, + 6.052715662008268e-07, + 6.041432243364397e-07, + 6.029937935636553e-07, + 6.018350973135966e-07, + 6.00665771344211e-07, + 5.995156016069814e-07, + 5.983618507343635e-07, + 5.972127610220923e-07, + 5.960447992947593e-07, + 5.949098635937844e-07, + 5.937640139563882e-07, + 5.926121957600117e-07, + 5.914719736210827e-07, + 5.903650048821873e-07, + 5.892416652386601e-07, + 5.88126795264543e-07, + 5.870052746104193e-07, + 5.859479301761894e-07, + 5.849033186677843e-07, + 5.838811603098293e-07, + 5.828543407915276e-07, + 5.818608315166784e-07, + 5.808790319861146e-07, + 5.798875690743444e-07, + 5.788759267488786e-07, + 5.778793479294109e-07, + 5.768653181803529e-07, + 5.758966494795459e-07, + 5.749394063059299e-07, + 5.739671564697346e-07, + 5.730092311750923e-07, + 5.721003617509268e-07, + 5.712142865377245e-07, + 5.70317297388101e-07, + 5.694055289495736e-07, + 5.684954658136121e-07, + 5.676278078681207e-07, + 5.667462232850085e-07, + 5.658644113282207e-07, + 5.649634431392769e-07, + 5.640932272399368e-07, + 5.632141437672544e-07, + 5.62311811336258e-07, + 5.613891858047282e-07, + 5.604289867733314e-07, + 5.594793606178428e-07, + 5.585021085607877e-07, + 5.57531279810064e-07, + 5.565128731177538e-07, + 5.555016855396389e-07, + 5.545097110370989e-07, + 5.535159743885743e-07, + 5.525472488443484e-07, + 5.515952921086864e-07, + 5.50655386177823e-07, + 5.497325332726177e-07, + 5.48827870261448e-07, + 5.479462856783357e-07, + 5.470827773024212e-07, + 5.462482022267068e-07, + 5.454029974316654e-07, + 5.445388069347246e-07, + 5.436705805550446e-07, + 5.427897917797964e-07, + 5.418770570031484e-07, + 5.40947723948193e-07, + 5.400161739999021e-07, + 5.390407409322506e-07, + 5.380550760492042e-07, + 5.370461053644249e-07, + 5.360365094020381e-07, + 5.35045785454713e-07, + 5.340605184755987e-07, + 5.330743988452014e-07, + 5.321289791027084e-07, + 5.311772497407219e-07, + 5.302649128680059e-07, + 5.2937053851565e-07, + 5.284962298901519e-07, + 5.27618965406873e-07, + 5.26758526575577e-07, + 5.259074100649741e-07, + 5.250603862805292e-07, + 5.24201254847867e-07, + 5.233326305642549e-07, + 5.224952133175975e-07, + 5.216228942117596e-07, + 5.207515982874611e-07, + 5.198647841098136e-07, + 5.189806415728526e-07, + 5.181063329473545e-07, + 5.172112196305534e-07, + 5.163324203749653e-07, + 5.154564064469014e-07, + 5.14563453180017e-07, + 5.136745357958716e-07, + 5.128267730469815e-07, + 5.119790102980915e-07, + 5.111354539621971e-07, + 5.102969566905813e-07, + 5.094846642350603e-07, + 5.0869130063802e-07, + 5.079188554191205e-07, + 5.071338478046528e-07, + 5.063544676886522e-07, + 5.055618430560571e-07, + 5.047813260716794e-07, + 5.039996722189244e-07, + 5.032367766943935e-07, + 5.024767233408056e-07, + 5.017140551899502e-07, + 5.009683263779152e-07, + 5.002260650144308e-07, + 4.994889764020627e-07, + 4.987736019756994e-07, + 4.980694825462706e-07, + 4.973275053998805e-07, + 4.965950211044401e-07, + 4.958870363225287e-07, + 4.951899654770386e-07, + 4.944828333464102e-07, + 4.937715516462049e-07, + 4.93042136895383e-07, + 4.923169285575568e-07, + 4.916059310744458e-07, + 4.90870377234387e-07, + 4.90139768771769e-07, + 4.89406318138208e-07, + 4.886671831627609e-07, + 4.879328230344981e-07, + 4.87215345401637e-07, + 4.86505598473741e-07, + 4.858129045715032e-07, + 4.851456196774961e-07, + 4.844745831178443e-07, + 4.838058771383658e-07, + 4.831479145650519e-07, + 4.825011501452536e-07, + 4.818542151951988e-07, + 4.8120847395694e-07, + 4.805697244592011e-07, + 4.799251200893195e-07, + 4.792831305167056e-07, + 4.786413114743482e-07, + 4.779970481649798e-07, + 4.773550585923658e-07, + 4.7672119762864895e-07, + 4.760841818551853e-07, + 4.7544369863317115e-07, + 4.748007143007271e-07, + 4.741740156077867e-07, + 4.7353316290354996e-07, + 4.7290447469094943e-07, + 4.7227058530552313e-07, + 4.716436592389073e-07, + 4.7099078415158147e-07, + 4.703337310729694e-07, + 4.69690064619499e-07, + 4.690475350344059e-07, + 4.6843064183121896e-07, + 4.6780419893366343e-07, + 4.671958038215962e-07, + 4.665772621592623e-07, + 4.6596790070907446e-07, + 4.6537016373804363e-07, + 4.647846481020679e-07, + 4.641898385671084e-07, + 4.635840866740182e-07, + 4.629902434771793e-07, + 4.6239068751674495e-07, + 4.618071329787199e-07, + 4.612069801623875e-07, + 4.6061035163802444e-07, + 4.5999843223398784e-07, + 4.5939043502585264e-07, + 4.587911064390937e-07, + 4.5818688931831275e-07, + 4.5758440592180705e-07, + 4.56985134178467e-07, + 4.564008122542873e-07, + 4.558117154829233e-07, + 4.552234429411328e-07, + 4.5464221898328105e-07, + 4.540669920061191e-07, + 4.53495914598534e-07, + 4.529363195615588e-07, + 4.5237939616527e-07, + 4.518279297371919e-07, + 4.51284932978524e-07, + 4.507625419591932e-07, + 4.502467163547408e-07, + 4.4972057366976514e-07, + 4.4918027697349316e-07, + 4.4862602521789086e-07, + 4.480863253775169e-07, + 4.47536194769782e-07, + 4.469834493647795e-07, + 4.4642129637395556e-07, + 4.4584723468688026e-07, + 4.452799657883588e-07, + 4.447299204457522e-07, + 4.4419206801649125e-07, + 4.4365054918671376e-07, + 4.431133788784791e-07, + 4.425814665864891e-07, + 4.4205634708305297e-07, + 4.4153117073619796e-07, + 4.4101167873122904e-07, + 4.4048837821719644e-07, + 4.399680335609446e-07, + 4.3944010030827485e-07, + 4.3891745349355915e-07, + 4.383987857181637e-07, + 4.378861149234581e-07, + 4.3739009925047867e-07, + 4.36877030551841e-07, + 4.363669177109841e-07, + 4.358649050573149e-07, + 4.35376449559044e-07, + 4.3488864776008995e-07, + 4.343983164289966e-07, + 4.3391204940235184e-07, + 4.334193874910852e-07, + 4.3294360807522025e-07, + 4.324576536873792e-07, + 4.3196945398449316e-07, + 4.314780710501509e-07, + 4.309767120957986e-07, + 4.304667129417794e-07, + 4.299491251913423e-07, + 4.294262510029512e-07, + 4.289132391477324e-07, + 4.2840525793508277e-07, + 4.278847711702838e-07, + 4.2736655814223923e-07, + 4.2686383494583424e-07, + 4.2637185515559395e-07, + 4.2587652160364087e-07, + 4.253901977335772e-07, + 4.248959442065825e-07, + 4.243971432060789e-07, + 4.239027191488276e-07, + 4.2341778794252605e-07, + 4.2292646185160265e-07, + 4.2242598397024267e-07, + 4.219254208237544e-07, + 4.2142150391555333e-07, + 4.20931570488392e-07, + 4.2044456449730205e-07, + 4.1995770061475923e-07, + 4.194565406123729e-07, + 4.189577964552882e-07, + 4.1845370901683054e-07, + 4.179552490768401e-07, + 4.174435446202551e-07, + 4.1693047592161747e-07, + 4.164007521012536e-07, + 4.158836190981674e-07, + 4.153771442361176e-07, + 4.148784285007423e-07, + 4.14384004443491e-07, + 4.1389523630641634e-07, + 4.1340999246131105e-07, + 4.1292960872851836e-07, + 4.124671022509574e-07, + 4.120024357234797e-07, + 4.1151972141051374e-07, + 4.11034250191733e-07, + 4.105519053609896e-07, + 4.1007800177794707e-07, + 4.0961208469525445e-07, + 4.0914673604675045e-07, + 4.086780904799525e-07, + 4.082017710516084e-07, + 4.077421351666999e-07, + 4.072906563123979e-07, + 4.0684244595468044e-07, + 4.063823837441305e-07, + 4.0591373817733256e-07, + 4.0544856005908514e-07, + 4.049871904499014e-07, + 4.04522410235586e-07, + 4.0406311541119067e-07, + 4.036040479604708e-07, + 4.031410583138495e-07, + 4.026799160783412e-07, + 4.0222920461019385e-07, + 4.0177337723434903e-07, + 4.0132218259714136e-07, + 4.008833229818265e-07, + 4.0044886873147334e-07, + 4.0001540924095025e-07, + 3.995826318714535e-07, + 3.9913678051561874e-07, + 3.9869016177362937e-07, + 3.9824479358685494e-07, + 3.9780226757102355e-07, + 3.973460422912467e-07, + 3.9686838704255933e-07, + 3.963955350627657e-07, + 3.95928225316311e-07, + 3.9547285268781707e-07, + 3.9502208437625086e-07, + 3.945712876429752e-07, + 3.9411764873875654e-07, + 3.9366793203043926e-07, + 3.9323194300777686e-07, + 3.928007572540082e-07, + 3.9236630300365505e-07, + 3.9193565726236557e-07, + 3.9152041608758736e-07, + 3.911140993295703e-07, + 3.9070769730642496e-07, + 3.9030589960020734e-07, + 3.899137936969055e-07, + 3.895100633144466e-07, + 3.8911252886464354e-07, + 3.8871115748406737e-07, + 3.8830236803732987e-07, + 3.878788561451074e-07, + 3.87459834882975e-07, + 3.870185310006491e-07, + 3.865839346417488e-07, + 3.8614550135207537e-07, + 3.8571042182411475e-07, + 3.852850625207793e-07, + 3.848558662866708e-07, + 3.844465084057447e-07, + 3.840314946046419e-07, + 3.83642486667668e-07, + 3.832499828604341e-07, + 3.8285460846054775e-07, + 3.8246497524596634e-07, + 3.8207059560591006e-07, + 3.816845435267169e-07, + 3.8129422819110914e-07, + 3.8090919929345546e-07, + 3.8050583839321916e-07, + 3.801006585035793e-07, + 3.796928638166719e-07, + 3.7928495544292673e-07, + 3.7887301118644245e-07, + 3.784651312344067e-07, + 3.7804787211825897e-07, + 3.7762615079373063e-07, + 3.7721673606938566e-07, + 3.7680430864384107e-07, + 3.7638906746906287e-07, + 3.759614060072636e-07, + 3.755178568098927e-07, + 3.750805888103059e-07, + 3.7463874491550087e-07, + 3.742033527487365e-07, + 3.73772309103515e-07, + 3.733313462817023e-07, + 3.7290223531272204e-07, + 3.7247400541673414e-07, + 3.7205577996246575e-07, + 3.716399419317895e-07, + 3.7121688478691794e-07, + 3.707970108735026e-07, + 3.70376199043676e-07, + 3.6995993468735833e-07, + 3.6953520066163037e-07, + 3.6911404777129064e-07, + 3.68707361531051e-07, + 3.683160798573226e-07, + 3.6792917512684653e-07, + 3.6753743870576727e-07, + 3.671372041935683e-07, + 3.6674396142188925e-07, + 3.663455174773844e-07, + 3.659413607692841e-07, + 3.6553291238305974e-07, + 3.651100541901542e-07, + 3.646777031462989e-07, + 3.642514627699711e-07, + 3.6382047596816847e-07, + 3.633975040884252e-07, + 3.629780565006513e-07, + 3.6256960811442696e-07, + 3.6216363241692306e-07, + 3.6174921547171834e-07, + 3.613468209096027e-07, + 3.6094314737056266e-07, + 3.6054939300811384e-07, + 3.601555249588273e-07, + 3.5975745049654506e-07, + 3.593607402763155e-07, + 3.589557024952228e-07, + 3.585563774777256e-07, + 3.5816117360809585e-07, + 3.5776378126683994e-07, + 3.5737247117140214e-07, + 3.569837474515225e-07, + 3.5659743957694445e-07, + 3.562174697435694e-07, + 3.5584352531259356e-07, + 3.5547409993341716e-07, + 3.5511428109202825e-07, + 3.547633866674005e-07, + 3.544094795415731e-07, + 3.540496607001842e-07, + 3.5368955764170096e-07, + 3.5332851666680654e-07, + 3.5296901046422136e-07, + 3.5259677133581135e-07, + 3.5222788596911414e-07, + 3.5185763636036427e-07, + 3.514791444558796e-07, + 3.5109641771668976e-07, + 3.507194605845143e-07, + 3.503367338453245e-07, + 3.499510512483539e-07, + 3.4955306205119996e-07, + 3.491587960979814e-07, + 3.4875640153586573e-07, + 3.4834752682399994e-07, + 3.479477754808613e-07, + 3.475568348676461e-07, + 3.4716094887699e-07, + 3.46777682125321e-07, + 3.4640922308426525e-07, + 3.4605315590852115e-07, + 3.4569831086628255e-07, + 3.4535926829448726e-07, + 3.4502514267842344e-07, + 3.4469172760509537e-07, + 3.4435714724168065e-07, + 3.4403333870614006e-07, + 3.437033058162342e-07, + 3.433729602875246e-07, + 3.43042017902917e-07, + 3.4269467619196803e-07, + 3.423438386107591e-07, + 3.419893630507431e-07, + 3.4163574014201004e-07, + 3.41282515137209e-07, + 3.4091848988282436e-07, + 3.4055662467835646e-07, + 3.401903256872174e-07, + 3.398266983367648e-07, + 3.3946980693144724e-07, + 3.391125744656165e-07, + 3.3876028737722663e-07, + 3.384108993031987e-07, + 3.380666271368682e-07, + 3.3772772667362005e-07, + 3.3737828175617324e-07, + 3.3702886526043585e-07, + 3.3668260357444524e-07, + 3.363366829489678e-07, + 3.359863285368192e-07, + 3.3564114687578694e-07, + 3.3529843790347513e-07, + 3.349582300415932e-07, + 3.346191874697979e-07, + 3.3429421364417067e-07, + 3.339737872920523e-07, + 3.336609211146424e-07, + 3.3334947602270404e-07, + 3.330429194647877e-07, + 3.327355386772979e-07, + 3.3242935160160414e-07, + 3.3212762673429097e-07, + 3.318202743685106e-07, + 3.3151249567708874e-07, + 3.3119530939984543e-07, + 3.308831537651713e-07, + 3.305655980057054e-07, + 3.3024895174094127e-07, + 3.299312538729282e-07, + 3.29608724314312e-07, + 3.2927505344559904e-07, + 3.289418657459464e-07, + 3.2860359056030575e-07, + 3.282658269654348e-07, + 3.279281486356922e-07, + 3.2758006796029804e-07, + 3.2724111065363104e-07, + 3.268980037773872e-07, + 3.2654963888489874e-07, + 3.262106247348129e-07, + 3.2587070109002525e-07, + 3.2553677442592743e-07, + 3.251964812989172e-07, + 3.2485849033037084e-07, + 3.2452712162012176e-07, + 3.2420095408269844e-07, + 3.238680506001401e-07, + 3.2354014933844155e-07, + 3.232145786569163e-07, + 3.228948060041148e-07, + 3.225672458029294e-07, + 3.2224471624431317e-07, + 3.219186055503087e-07, + 3.2159042007151584e-07, + 3.2125669235938403e-07, + 3.209295584838401e-07, + 3.205964276276063e-07, + 3.2026215990299534e-07, + 3.199288869382144e-07, + 3.1960649948814535e-07, + 3.192897395365435e-07, + 3.1895430652184587e-07, + 3.186275137068151e-07, + 3.183066041856364e-07, + 3.179820566856506e-07, + 3.176695599904633e-07, + 3.1736112759972457e-07, + 3.17037915920082e-07, + 3.167085935729119e-07, + 3.163878545819898e-07, + 3.160828327963827e-07, + 3.1577448567077226e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0065597910434007645, + 0.007431056350469589, + 0.01561758853495121, + -0.013479250483214855, + -0.003064732998609543, + -0.001030153245665133, + -0.0002509588375687599, + 7.816452853148803e-05, + 0.00025122391525655985, + 0.0003337102825753391, + 0.00037651797174476087, + 0.0003988367097917944, + 0.0004082261002622545, + 0.0004108423599973321, + 0.0004094637406524271, + 0.00040561382775194943, + 0.0004004410875495523, + 0.00039428219315595925, + 0.0003871666849590838, + 0.00037990862620063126, + 0.0003731647739186883, + 0.00036657313467003405, + 0.00036026007728651166, + 0.0003541539772413671, + 0.0003478308208286762, + 0.00034134832094423473, + 0.0003350708575453609, + 0.00032860622741281986, + 0.00032196982647292316, + 0.0003154491714667529, + 0.0003090873942710459, + 0.00030367798171937466, + 0.00029837802867405117, + 0.00029323017224669456, + 0.00028851136448793113, + 0.0002840076631400734, + 0.0002796326298266649, + 0.0002754271263256669, + 0.0002709774998947978, + 0.00026681070448830724, + 0.0002622847678139806, + 0.00025780967553146183, + 0.0002535303065087646, + 0.00024909860803745687, + 0.00024479039711877704, + 0.0002403744583716616, + 0.00023651213268749416, + 0.00023255214910022914, + 0.0002286314993398264, + 0.00022490439005196095, + 0.0002215339191025123, + 0.00021854574151802808, + 0.0002155943075194955, + 0.0002128189807990566, + 0.00021020595158915967, + 0.00020765884255524725, + 0.00020509808382485062, + 0.00020250787201803178, + 0.0002000333770411089, + 0.00019761145813390613, + 0.00019535516912583262, + 0.00019322708249092102, + 0.00019127404084429145, + 0.0001893934968393296, + 0.0001876096212072298, + 0.0001858541218098253, + 0.00018414696387480944, + 0.00018245280080009252, + 0.000180778544745408, + 0.00017915558419190347, + 0.00017755241424310952, + 0.00017593240772839636, + 0.000174305634573102, + 0.00017265792121179402, + 0.00017102058336604387, + 0.00016943032096605748, + 0.00016785648767836392, + 0.00016632323968224227, + 0.0001648080797167495, + 0.00016329590289387852, + 0.0001618143287487328, + 0.00016040069749578834, + 0.0001590018073329702, + 0.0001576180657139048, + 0.00015624272054992616, + 0.00015490177611354738, + 0.00015356777294073254, + 0.00015224907838273793, + 0.00015098502626642585, + 0.0001497726480010897, + 0.00014859063958283514, + 0.00014743655628990382, + 0.00014629132056143135, + 0.00014515494694933295, + 0.0001440303894924, + 0.00014295574510470033, + 0.00014187312626745552, + 0.00014079672109801322, + 0.00013974058674648404, + 0.00013869479880668223, + 0.0001376508007524535, + 0.00013662612764164805, + 0.0001356246939394623, + 0.00013465248048305511, + 0.000133693843963556, + 0.00013274869706947356, + 0.00013182080874685198, + 0.00013090473657939583, + 0.00013001318438909948, + 0.00012912323290947825, + 0.00012824436998926103, + 0.0001273785746889189, + 0.00012653425801545382, + 0.00012568528472911566, + 0.0001248546177521348, + 0.00012402035645209253, + 0.00012320136011112481, + 0.00012237644114065915, + 0.00012157562741776928, + 0.00012079157022526488, + 0.00012003422307316214, + 0.00011928669118788093, + 0.00011855881166411564, + 0.00011783159425249323, + 0.00011709293903550133, + 0.0001163641718449071, + 0.00011563681619009003, + 0.00011491524492157623, + 0.00011419990187278017, + 0.0001135036873165518, + 0.00011282615014351904, + 0.00011215639096917585, + 0.00011149114288855344, + 0.00011082338460255414, + 0.00011017124052159488, + 0.00010952726006507874, + 0.00010889512486755848, + 0.00010827280493685976, + 0.000107652522274293, + 0.00010704881424317136, + 0.00010645236034179106, + 0.00010586441203486174, + 0.00010528069105930626, + 0.00010470944835105911, + 0.0001041458745021373, + 0.0001035824025166221, + 0.00010302772716386244, + 0.00010247459431411698, + 0.00010193282651016489, + 0.00010139904043171555, + 0.00010087013652082533, + 0.00010035348532255739, + 9.983882773667574e-05, + 9.933333058143035e-05, + 9.883168240776286e-05, + 9.831992065301165e-05, + 9.781245171325281e-05, + 9.73022761172615e-05, + 9.679821960162371e-05, + 9.629873238736764e-05, + 9.579402103554457e-05, + 9.531295654596761e-05, + 9.483873873250559e-05, + 9.437716653337702e-05, + 9.392384527018294e-05, + 9.347917512059212e-05, + 9.304927516495809e-05, + 9.26291395444423e-05, + 9.221498476108536e-05, + 9.180611232295632e-05, + 9.140684414887801e-05, + 9.100597526412457e-05, + 9.060715092346072e-05, + 9.01987514225766e-05, + 8.979593985714018e-05, + 8.939726831158623e-05, + 8.900082320906222e-05, + 8.861182141117752e-05, + 8.823285315884277e-05, + 8.78751088748686e-05, + 8.750622509978712e-05, + 8.71266529429704e-05, + 8.675080607645214e-05, + 8.637284190626815e-05, + 8.599503053119406e-05, + 8.561845606891438e-05, + 8.524740405846387e-05, + 8.48902782308869e-05, + 8.45392351038754e-05, + 8.418493234785274e-05, + 8.382890518987551e-05, + 8.34764214232564e-05, + 8.312475983984768e-05, + 8.278289897134528e-05, + 8.243678894359618e-05, + 8.211080421460792e-05, + 8.17893524072133e-05, + 8.147139305947348e-05, + 8.115937816910446e-05, + 8.085398440016434e-05, + 8.054862701101229e-05, + 8.023443660931662e-05, + 7.992633618414402e-05, + 7.961672963574529e-05, + 7.930069114081562e-05, + 7.899503543740138e-05, + 7.869393448345363e-05, + 7.839738100301474e-05, + 7.809962698956951e-05, + 7.780543091939762e-05, + 7.751500379526988e-05, + 7.722664304310456e-05, + 7.693122461205348e-05, + 7.663991709705442e-05, + 7.634902431163937e-05, + 7.605801511090249e-05, + 7.576569623779505e-05, + 7.548039866378531e-05, + 7.519869541283697e-05, + 7.49257524148561e-05, + 7.465760427294299e-05, + 7.438207831000909e-05, + 7.411340629914775e-05, + 7.384042692137882e-05, + 7.35712019377388e-05, + 7.330300286412239e-05, + 7.304207974812016e-05, + 7.279038254637271e-05, + 7.25463978596963e-05, + 7.230427581816912e-05, + 7.206283771665767e-05, + 7.181688852142543e-05, + 7.157258369261399e-05, + 7.131877646315843e-05, + 7.107127021299675e-05, + 7.081861986080185e-05, + 7.056660979287699e-05, + 7.031866698525846e-05, + 7.007991371210665e-05, + 6.985352956689894e-05, + 6.962618499528617e-05, + 6.939888407941908e-05, + 6.917378777870908e-05, + 6.894451507832855e-05, + 6.871757068438455e-05, + 6.84917249600403e-05, + 6.826471508247778e-05, + 6.804583972552791e-05, + 6.782906712032855e-05, + 6.761854456271976e-05, + 6.741099787177518e-05, + 6.720707460772246e-05, + 6.700534140691161e-05, + 6.680862134089693e-05, + 6.66151536279358e-05, + 6.64153485558927e-05, + 6.621816282859072e-05, + 6.601674249395728e-05, + 6.581548950634897e-05, + 6.56110787531361e-05, + 6.540726462844759e-05, + 6.520353781525046e-05, + 6.499909068224952e-05, + 6.479432340711355e-05, + 6.459104042733088e-05, + 6.43875973764807e-05, + 6.418587872758508e-05, + 6.398667756002396e-05, + 6.37890407233499e-05, + 6.359236431308091e-05, + 6.339900573948398e-05, + 6.320944521576166e-05, + 6.302411202341318e-05, + 6.284102710196748e-05, + 6.265703268582001e-05, + 6.247694545891136e-05, + 6.23015730525367e-05, + 6.212887819856405e-05, + 6.195109017426148e-05, + 6.1774167988915e-05, + 6.160028715385124e-05, + 6.143183418316767e-05, + 6.12559451838024e-05, + 6.106773798819631e-05, + 6.088544978410937e-05, + 6.070254312362522e-05, + 6.051950913388282e-05, + 6.033854515408166e-05, + 6.0164962633280084e-05, + 6.000331632094458e-05, + 5.983964365441352e-05, + 5.9677375247702e-05, + 5.951549610472284e-05, + 5.935208173468709e-05, + 5.91908537899144e-05, + 5.902554403292015e-05, + 5.885977589059621e-05, + 5.869604501640424e-05, + 5.853405673406087e-05, + 5.837028948008083e-05, + 5.820908700115979e-05, + 5.8049299695994705e-05, + 5.790007708128542e-05, + 5.775269528385252e-05, + 5.760387648479082e-05, + 5.745968155679293e-05, + 5.731359124183655e-05, + 5.716585656045936e-05, + 5.7017343351617455e-05, + 5.6868935644160956e-05, + 5.672096449416131e-05, + 5.657519432133995e-05, + 5.643113763653673e-05, + 5.628771032206714e-05, + 5.6144104746636e-05, + 5.5998058087425306e-05, + 5.585303733823821e-05, + 5.5707088904455304e-05, + 5.555982352234423e-05, + 5.541600694414228e-05, + 5.527309258468449e-05, + 5.5135136790340766e-05, + 5.5000615247990936e-05, + 5.48684001842048e-05, + 5.473805867950432e-05, + 5.460671673063189e-05, + 5.447409421321936e-05, + 5.4345808166544884e-05, + 5.421826062956825e-05, + 5.409114237409085e-05, + 5.395907646743581e-05, + 5.382666131481528e-05, + 5.3692318033427e-05, + 5.3555952035821974e-05, + 5.341873111319728e-05, + 5.328021143213846e-05, + 5.314510053722188e-05, + 5.301308192429133e-05, + 5.28848213434685e-05, + 5.2756564400624484e-05, + 5.263034472591244e-05, + 5.2504568884614855e-05, + 5.2375638915691525e-05, + 5.22458904015366e-05, + 5.2114362915745005e-05, + 5.1982678996864706e-05, + 5.1853738114004955e-05, + 5.1717339374590665e-05, + 5.158092608326115e-05, + 5.1444705604808405e-05, + 5.131040597916581e-05, + 5.117518230690621e-05, + 5.104220690554939e-05, + 5.090900958748534e-05, + 5.0784467021003366e-05, + 5.065881850896403e-05, + 5.0535050831967965e-05, + 5.041378244641237e-05, + 5.02959628647659e-05, + 5.017624789616093e-05, + 5.0060072680935264e-05, + 4.994279152015224e-05, + 4.982336031389423e-05, + 4.970476220478304e-05, + 4.958348290529102e-05, + 4.945914042764343e-05, + 4.933445597998798e-05, + 4.9203379603568465e-05, + 4.9075137212639675e-05, + 4.895096208201721e-05, + 4.882642315351404e-05, + 4.870578777627088e-05, + 4.85872442368418e-05, + 4.847010859521106e-05, + 4.835093204746954e-05, + 4.823751805815846e-05, + 4.812386760022491e-05, + 4.801171598955989e-05, + 4.7898502089083195e-05, + 4.778750007972121e-05, + 4.7678644477855414e-05, + 4.757932765642181e-05, + 4.747823913930915e-05, + 4.737542985822074e-05, + 4.7271238145185634e-05, + 4.716606781585142e-05, + 4.7057132178451866e-05, + 4.694836388807744e-05, + 4.683545193984173e-05, + 4.672397335525602e-05, + 4.6614113671239465e-05, + 4.650637856684625e-05, + 4.640097540686838e-05, + 4.630164767149836e-05, + 4.620416075340472e-05, + 4.6108089009067044e-05, + 4.6012457460165024e-05, + 4.5916211092844605e-05, + 4.58196627732832e-05, + 4.5724162191618234e-05, + 4.562822505249642e-05, + 4.5531684008892626e-05, + 4.5436328946379945e-05, + 4.5339969801716506e-05, + 4.524414543993771e-05, + 4.515224281931296e-05, + 4.506131517700851e-05, + 4.4967790017835796e-05, + 4.487702972255647e-05, + 4.478759365156293e-05, + 4.469933992368169e-05, + 4.461151547729969e-05, + 4.452442954061553e-05, + 4.4435746531235054e-05, + 4.4349770178087056e-05, + 4.426285158842802e-05, + 4.41728625446558e-05, + 4.408109816722572e-05, + 4.398580495035276e-05, + 4.3888612708542496e-05, + 4.379215897643007e-05, + 4.3695225031115115e-05, + 4.359856029623188e-05, + 4.350180097389966e-05, + 4.340555096860044e-05, + 4.331608579377644e-05, + 4.322628228692338e-05, + 4.313753015594557e-05, + 4.3049545638496056e-05, + 4.296352562960237e-05, + 4.28768435085658e-05, + 4.278806227375753e-05, + 4.269788769306615e-05, + 4.26079859607853e-05, + 4.2518026020843536e-05, + 4.242882278049365e-05, + 4.2341060179751366e-05, + 4.2254072468494996e-05, + 4.2168601794401184e-05, + 4.208460450172424e-05, + 4.20020951423794e-05, + 4.19209900428541e-05, + 4.1841576603474095e-05, + 4.1760042222449556e-05, + 4.168001760262996e-05, + 4.1601302655180916e-05, + 4.152470137341879e-05, + 4.144578269915655e-05, + 4.136804273002781e-05, + 4.128910222789273e-05, + 4.120888843317516e-05, + 4.11265209550038e-05, + 4.1045630496228114e-05, + 4.0963594074128196e-05, + 4.0879622247302905e-05, + 4.0792670915834606e-05, + 4.070647628395818e-05, + 4.062429070472717e-05, + 4.0545142837800086e-05, + 4.046492904308252e-05, + 4.038251790916547e-05, + 4.0304559661308303e-05, + 4.022921348223463e-05, + 4.0153525333153084e-05, + 4.0075956349028274e-05, + 3.999785985797644e-05, + 3.99200725951232e-05, + 3.9845264836912975e-05, + 3.9769358409103006e-05, + 3.969299723394215e-05, + 3.9617527363589033e-05, + 3.954326166422106e-05, + 3.946735159843229e-05, + 3.939247108064592e-05, + 3.9318270864896476e-05, + 3.9244619983946905e-05, + 3.917328285751864e-05, + 3.9102178561734036e-05, + 3.903029937646352e-05, + 3.895876579917967e-05, + 3.888807259500027e-05, + 3.881637894664891e-05, + 3.874374306178652e-05, + 3.8669328205287457e-05, + 3.859623393509537e-05, + 3.852443478535861e-05, + 3.8451285945484415e-05, + 3.837754775304347e-05, + 3.830313653452322e-05, + 3.8229936762945727e-05, + 3.815650779870339e-05, + 3.808337351074442e-05, + 3.8009031413821504e-05, + 3.793681025854312e-05, + 3.7863886973354965e-05, + 3.7790585338370875e-05, + 3.7718018575105816e-05, + 3.764756547752768e-05, + 3.7576068280031905e-05, + 3.750510950339958e-05, + 3.743372508324683e-05, + 3.736641883733682e-05, + 3.729993841261603e-05, + 3.7234884075587615e-05, + 3.716953506227583e-05, + 3.710629971465096e-05, + 3.704380651470274e-05, + 3.698069849633612e-05, + 3.6916306271450594e-05, + 3.6852870834991336e-05, + 3.67883185390383e-05, + 3.672667298815213e-05, + 3.666574411909096e-05, + 3.660386209958233e-05, + 3.654288957477547e-05, + 3.648503479780629e-05, + 3.642863157438114e-05, + 3.637152985902503e-05, + 3.631348954513669e-05, + 3.6255565646570176e-05, + 3.6200337490299717e-05, + 3.6144225305179134e-05, + 3.608809856814332e-05, + 3.603074583224952e-05, + 3.597535032895394e-05, + 3.5919387300964445e-05, + 3.586193997762166e-05, + 3.5803204809781164e-05, + 3.574208676582202e-05, + 3.5681641747942194e-05, + 3.561943594831973e-05, + 3.555763396434486e-05, + 3.5492805182002485e-05, + 3.5428431147011e-05, + 3.536527947289869e-05, + 3.5302018659422174e-05, + 3.524035128066316e-05, + 3.5179753467673436e-05, + 3.51199196302332e-05, + 3.5061169910477474e-05, + 3.500358070596121e-05, + 3.494745760690421e-05, + 3.4892484109150246e-05, + 3.4839347790693864e-05, + 3.478553844615817e-05, + 3.473052129265852e-05, + 3.4675253118621185e-05, + 3.4619177313288674e-05, + 3.4561071515781805e-05, + 3.4501903428463265e-05, + 3.444259345997125e-05, + 3.438048588577658e-05, + 3.431773075135425e-05, + 3.4253498597536236e-05, + 3.418922642595135e-05, + 3.41261547873728e-05, + 3.406342875678092e-05, + 3.4000644518528134e-05, + 3.3940450521185994e-05, + 3.3879856346175075e-05, + 3.3821765100583434e-05, + 3.376481618033722e-05, + 3.370915510458872e-05, + 3.3653304853942245e-05, + 3.359852053108625e-05, + 3.354433283675462e-05, + 3.349040343891829e-05, + 3.3435699151596054e-05, + 3.338039095979184e-05, + 3.3327069104416296e-05, + 3.327153535792604e-05, + 3.3216063457075506e-05, + 3.315960202598944e-05, + 3.3103307941928506e-05, + 3.304763959022239e-05, + 3.299064701423049e-05, + 3.2934687624219805e-05, + 3.2878910133149475e-05, + 3.282204852439463e-05, + 3.2765452488092706e-05, + 3.2711475796531886e-05, + 3.2657499104971066e-05, + 3.260378434788436e-05, + 3.255039337091148e-05, + 3.249866495025344e-05, + 3.2448147976538166e-05, + 3.239895886508748e-05, + 3.2348980312235653e-05, + 3.229935100534931e-05, + 3.224888496333733e-05, + 3.2199182896874845e-05, + 3.214941170881502e-05, + 3.210083013982512e-05, + 3.205243410775438e-05, + 3.2003867090679705e-05, + 3.195637691533193e-05, + 3.1909112294670194e-05, + 3.1862178730079904e-05, + 3.18166239594575e-05, + 3.1771789508638903e-05, + 3.172453580191359e-05, + 3.1677893275627866e-05, + 3.163280780427158e-05, + 3.158840991090983e-05, + 3.154338992317207e-05, + 3.149809344904497e-05, + 3.1451643735636026e-05, + 3.1405463232658803e-05, + 3.136018858640455e-05, + 3.1313345971284434e-05, + 3.126681622234173e-05, + 3.1220104574458674e-05, + 3.1173032766673714e-05, + 3.112627018708736e-05, + 3.108058081124909e-05, + 3.1035382562549785e-05, + 3.09912720695138e-05, + 3.094877320108935e-05, + 3.0906037864042446e-05, + 3.086345168412663e-05, + 3.082154580624774e-05, + 3.078035661019385e-05, + 3.073916377616115e-05, + 3.0698040063725784e-05, + 3.0657360184704885e-05, + 3.0616305593866855e-05, + 3.057541835005395e-05, + 3.053454202017747e-05, + 3.049350925721228e-05, + 3.045261837542057e-05, + 3.0412249543587677e-05, + 3.0371680622920394e-05, + 3.0330893423524685e-05, + 3.0289940696093254e-05, + 3.025002843060065e-05, + 3.0209212127374485e-05, + 3.016917071363423e-05, + 3.0128796424833126e-05, + 3.0088865969446488e-05, + 3.0047287509660237e-05, + 3.000543983944226e-05, + 2.996444709424395e-05, + 2.992352528963238e-05, + 2.9884236937505193e-05, + 2.9844337404938415e-05, + 2.9805585654685274e-05, + 2.9766188163193874e-05, + 2.972737820527982e-05, + 2.968930857605301e-05, + 2.965201565530151e-05, + 2.9614133381983265e-05, + 2.9575552616734058e-05, + 2.9537728551076725e-05, + 2.949953886854928e-05, + 2.9462369639077224e-05, + 2.94241399387829e-05, + 2.9386141250142828e-05, + 2.934716576419305e-05, + 2.9308443117770366e-05, + 2.9270269806147553e-05, + 2.923178362834733e-05, + 2.919340658991132e-05, + 2.915523509727791e-05, + 2.911801311711315e-05, + 2.9080494641675614e-05, + 2.9043027097941376e-05, + 2.9006005206611007e-05, + 2.8969367122044787e-05, + 2.8932990971952677e-05, + 2.8897346055600792e-05, + 2.8861868486274034e-05, + 2.8826740162912756e-05, + 2.8792150260414928e-05, + 2.8758875487255864e-05, + 2.8726019081659615e-05, + 2.869250783987809e-05, + 2.8658092560363002e-05, + 2.862278779502958e-05, + 2.8588408895302564e-05, + 2.8553362426464446e-05, + 2.8518150429590605e-05, + 2.8482343623181805e-05, + 2.8445776479202323e-05, + 2.840964043571148e-05, + 2.8374604880809784e-05, + 2.8340342396404594e-05, + 2.8305845262366347e-05, + 2.8271626433706842e-05, + 2.8237740480108187e-05, + 2.8204287445987575e-05, + 2.8170834411866963e-05, + 2.8137741537648253e-05, + 2.8104406737838872e-05, + 2.807126111292746e-05, + 2.8037627998855896e-05, + 2.8004333216813393e-05, + 2.7971293093287386e-05, + 2.7938631319557317e-05, + 2.790703729260713e-05, + 2.7874353691004217e-05, + 2.7841861083288677e-05, + 2.7809879611595534e-05, + 2.7778762159869075e-05, + 2.7747686544898897e-05, + 2.7716450858861208e-05, + 2.7685469831340015e-05, + 2.765408316918183e-05, + 2.762377516773995e-05, + 2.7592817787081003e-05, + 2.7561714887269773e-05, + 2.7530411898624152e-05, + 2.7498470444697887e-05, + 2.7465981474961154e-05, + 2.7433003197074868e-05, + 2.7399693863117136e-05, + 2.7367012080503628e-05, + 2.7334650440025143e-05, + 2.730149390117731e-05, + 2.7268481062492356e-05, + 2.7236454116064124e-05, + 2.7205111109651625e-05, + 2.717355528147891e-05, + 2.7142568796989508e-05, + 2.7111080271424726e-05, + 2.7079304345534183e-05, + 2.7047806725022383e-05, + 2.701691300899256e-05, + 2.6985611839336343e-05, + 2.6953724955092184e-05, + 2.6921834432869218e-05, + 2.6889729269896634e-05, + 2.685851177375298e-05, + 2.6827487090486102e-05, + 2.6796469683176838e-05, + 2.67645427811658e-05, + 2.673276685527526e-05, + 2.6700650778366253e-05, + 2.6668891223380342e-05, + 2.663628947630059e-05, + 2.660360223671887e-05, + 2.6569849069346674e-05, + 2.6536901714280248e-05, + 2.650463648024015e-05, + 2.6472862373339012e-05, + 2.6441361114848405e-05, + 2.64102200162597e-05, + 2.637930265336763e-05, + 2.634869269968476e-05, + 2.6319223252357915e-05, + 2.6289619199815206e-05, + 2.6258865545969456e-05, + 2.622793363116216e-05, + 2.6197201805189252e-05, + 2.616700658109039e-05, + 2.6137320674024522e-05, + 2.6107671146746725e-05, + 2.6077810616698116e-05, + 2.6047457140521146e-05, + 2.601817323011346e-05, + 2.598940955067519e-05, + 2.596085141703952e-05, + 2.593153840280138e-05, + 2.590167787275277e-05, + 2.587203744042199e-05, + 2.5842638933681883e-05, + 2.581302214821335e-05, + 2.57837564276997e-05, + 2.5754508897080086e-05, + 2.5725006707943976e-05, + 2.5695622753119096e-05, + 2.5666906367405318e-05, + 2.5637860744609497e-05, + 2.560910979809705e-05, + 2.558114647399634e-05, + 2.555346509325318e-05, + 2.5525847377139144e-05, + 2.5498273316770792e-05, + 2.546986252127681e-05, + 2.5441406251047738e-05, + 2.5413026378373615e-05, + 2.5384828404639848e-05, + 2.5355757315992378e-05, + 2.5325320166302845e-05, + 2.5295186787843704e-05, + 2.5265411750297062e-05, + 2.52363952313317e-05, + 2.520767338864971e-05, + 2.5178949726978317e-05, + 2.5150042347377166e-05, + 2.5121385988313705e-05, + 2.5093600925174542e-05, + 2.506612509023398e-05, + 2.5038441890501417e-05, + 2.5011002435348928e-05, + 2.498454341548495e-05, + 2.4958651920314878e-05, + 2.4932754968176596e-05, + 2.4907150873332284e-05, + 2.4882163415895775e-05, + 2.4856435629772022e-05, + 2.4831100745359436e-05, + 2.4805523935356177e-05, + 2.4779477826086804e-05, + 2.4752489480306394e-05, + 2.4725788534851745e-05, + 2.4697665139683522e-05, + 2.4669971026014537e-05, + 2.464202952978667e-05, + 2.4614304493297823e-05, + 2.4587199732195586e-05, + 2.455984940752387e-05, + 2.4533765099477023e-05, + 2.450731881253887e-05, + 2.4482527805957943e-05, + 2.4457514882669784e-05, + 2.4432318241451867e-05, + 2.4407487217104062e-05, + 2.4382352421525866e-05, + 2.435775240883231e-05, + 2.4332877728738822e-05, + 2.4308341380674392e-05, + 2.4282635422423482e-05, + 2.425681486784015e-05, + 2.4230828785221092e-05, + 2.4204831788665615e-05, + 2.4178578314604238e-05, + 2.415258677501697e-05, + 2.4125996787915938e-05, + 2.409912303846795e-05, + 2.4073029635474086e-05, + 2.4046748876571655e-05, + 2.4020284399739467e-05, + 2.399303048150614e-05, + 2.3964763386175036e-05, + 2.3936896468512714e-05, + 2.3908740331535228e-05, + 2.388099346717354e-05, + 2.3853524908190593e-05, + 2.382542152190581e-05, + 2.3798073016223498e-05, + 2.3770784537191503e-05, + 2.3744127247482538e-05, + 2.3717624571872875e-05, + 2.3690665329922922e-05, + 2.3663907995796762e-05, + 2.363709245400969e-05, + 2.3610562493558973e-05, + 2.3583494112244807e-05, + 2.3556653104606085e-05, + 2.3530732505605556e-05, + 2.3505795979872346e-05, + 2.3481135940528475e-05, + 2.3456170310964808e-05, + 2.343066080356948e-05, + 2.340560058655683e-05, + 2.3380205675493926e-05, + 2.3354448785539716e-05, + 2.3328417228185572e-05, + 2.3301467081182636e-05, + 2.3273909391718917e-05, + 2.3246744603966363e-05, + 2.321927786397282e-05, + 2.3192322260001674e-05, + 2.316558857273776e-05, + 2.313955883437302e-05, + 2.311368371010758e-05, + 2.308727016497869e-05, + 2.3061622414388694e-05, + 2.3035892809275538e-05, + 2.3010799850453623e-05, + 2.2985695977695286e-05, + 2.296032471349463e-05, + 2.2935042579774745e-05, + 2.2909227482159622e-05, + 2.2883774363435805e-05, + 2.2858586817164905e-05, + 2.2833259208709933e-05, + 2.2808319044997916e-05, + 2.2783542590332218e-05, + 2.2758922568755224e-05, + 2.2734704543836415e-05, + 2.2710872144671157e-05, + 2.268732714583166e-05, + 2.2664393327431753e-05, + 2.2642027033725753e-05, + 2.2619467927142978e-05, + 2.2596535927732475e-05, + 2.2573585738427937e-05, + 2.255057370348368e-05, + 2.252765989396721e-05, + 2.2503934815176763e-05, + 2.2480420739157125e-05, + 2.245682117063552e-05, + 2.2432695914176293e-05, + 2.2408299628295936e-05, + 2.23842725972645e-05, + 2.235987994936295e-05, + 2.233529812656343e-05, + 2.230993050034158e-05, + 2.228479934274219e-05, + 2.225914977316279e-05, + 2.2233089111978188e-05, + 2.2207608708413318e-05, + 2.2182692191563547e-05, + 2.215745917055756e-05, + 2.2133030142867938e-05, + 2.210954698966816e-05, + 2.2086847820901312e-05, + 2.2064230506657623e-05, + 2.2042619093554094e-05, + 2.2021320546627976e-05, + 2.2000067474436946e-05, + 2.1978743461659178e-05, + 2.1958103388897143e-05, + 2.193706859543454e-05, + 2.1916011974099092e-05, + 2.1894918972975574e-05, + 2.187277641496621e-05, + 2.1850413759239018e-05, + 2.1827816453878768e-05, + 2.180527735617943e-05, + 2.1782763724331744e-05, + 2.175955887651071e-05, + 2.1736492271884345e-05, + 2.171314372390043e-05, + 2.1689964341931045e-05, + 2.1667214241460897e-05, + 2.1644440494128503e-05, + 2.162198506994173e-05, + 2.1599713363684714e-05, + 2.157777089450974e-05, + 2.155616857635323e-05, + 2.1533893232117407e-05, + 2.151162152586039e-05, + 2.1489549908437766e-05, + 2.146749829989858e-05, + 2.144516292901244e-05, + 2.1423162252176553e-05, + 2.140131800842937e-05, + 2.1379632016760297e-05, + 2.1358018784667365e-05, + 2.1337304133339785e-05, + 2.1316880520316772e-05, + 2.1296935301506892e-05, + 2.127708103216719e-05, + 2.1257537810015492e-05, + 2.12379454751499e-05, + 2.1218427718849853e-05, + 2.1199195543886162e-05, + 2.117960320902057e-05, + 2.1159983589313924e-05, + 2.113976370310411e-05, + 2.1119863959029317e-05, + 2.109962224494666e-05, + 2.1079438738524914e-05, + 2.1059186110505834e-05, + 2.103862789226696e-05, + 2.1017356630181894e-05, + 2.0996118109906092e-05, + 2.0974552171537653e-05, + 2.095302079396788e-05, + 2.093149487336632e-05, + 2.090930320264306e-05, + 2.088769724650774e-05, + 2.0865825717919506e-05, + 2.0843617676291615e-05, + 2.0822006263188086e-05, + 2.0800336642423645e-05, + 2.077905082842335e-05, + 2.0757357560796663e-05, + 2.073580981232226e-05, + 2.071468588837888e-05, + 2.0693894839496352e-05, + 2.0672674509114586e-05, + 2.0651770682889037e-05, + 2.063101601379458e-05, + 2.0610628780559637e-05, + 2.0589748601196334e-05, + 2.056918674497865e-05, + 2.0548397515085526e-05, + 2.052747549896594e-05, + 2.050620059890207e-05, + 2.0485345885390416e-05, + 2.0464109184104018e-05, + 2.0442797904252075e-05, + 2.042155210801866e-05, + 2.040099752775859e-05, + 2.038080492638983e-05, + 2.0359422705951147e-05, + 2.0338589820312336e-05, + 2.0318131646490656e-05, + 2.0297442461014725e-05, + 2.027752088906709e-05, + 2.025785761361476e-05, + 2.023725028266199e-05, + 2.0216255506966263e-05, + 2.01958064280916e-05, + 2.01763632503571e-05, + 2.015670543187298e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.979468047618866, + 0.9814197421073914, + 1.0, + 0.9787147641181946, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9255431890487671, + 0.9807544350624084, + 0.9678179621696472, + 0.9817517995834351, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8933642506599426, + 1.0, + 1.0, + 0.9551361203193665, + 0.9912536144256592, + 1.0, + 0.9970826506614685, + 1.0, + 0.9754800796508789, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9201778173446655, + 1.0, + 1.0, + 0.999178409576416, + 0.9514902830123901, + 0.9226613640785217, + 1.0, + 0.9746400713920593, + 0.9735115170478821, + 1.0, + 1.0, + 1.0, + 0.9920738935470581, + 1.0, + 0.9613866209983826, + 0.9710177779197693, + 0.9424206614494324, + 0.9867830872535706, + 0.9709376096725464, + 1.0, + 0.9943107962608337, + 1.0, + 1.0, + 0.9908952116966248, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975186586380005, + 1.0, + 0.9975456595420837, + 1.0, + 1.0, + 1.0, + 0.976277768611908, + 1.0, + 1.0, + 1.0, + 0.9970346093177795, + 1.0, + 1.0, + 0.9797520637512207, + 0.9793336391448975, + 0.9948319792747498, + 0.9958873987197876, + 1.0, + 1.0, + 1.0, + 0.9741867780685425, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9959790706634521, + 0.9888978600502014, + 1.0, + 1.0, + 0.9993925094604492, + 1.0, + 0.9903205037117004, + 1.0, + 1.0, + 1.0, + 0.9918489456176758, + 1.0, + 0.9950999617576599, + 1.0, + 0.9984574317932129, + 1.0, + 0.9886898994445801, + 0.9954241514205933, + 0.9816127419471741, + 1.0, + 0.9889083504676819, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887231588363647, + 0.9882267117500305, + 1.0, + 1.0, + 1.0, + 0.9915162324905396, + 1.0, + 0.996190071105957, + 0.9989073276519775, + 1.0, + 0.9873805642127991, + 1.0, + 0.9996355175971985, + 1.0, + 0.9922143816947937, + 1.0, + 1.0, + 0.9978417158126831, + 1.0, + 0.9926890730857849, + 0.9983832836151123, + 1.0, + 0.9896057844161987, + 1.0, + 0.9948000311851501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9665568470954895, + 0.9982955455780029, + 0.9854874610900879, + 0.9941094517707825, + 0.9926803708076477, + 0.9780547618865967, + 0.9883324503898621, + 0.9967308640480042, + 0.9989067316055298, + 0.9870484471321106, + 1.0, + 1.0, + 1.0, + 0.9973762631416321, + 1.0, + 1.0, + 0.9919818043708801, + 0.9854155778884888, + 0.9536376595497131, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968339204788208, + 0.9727516174316406, + 0.9931259751319885, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9822731018066406, + 1.0, + 0.9520198106765747, + 0.9956702589988708, + 0.9986083507537842, + 0.9905940294265747, + 0.987866997718811, + 1.0, + 1.0, + 0.9899796843528748, + 1.0, + 1.0, + 0.9765534400939941, + 0.9944593906402588, + 0.9940908551216125, + 1.0, + 0.9973185062408447, + 0.9963032007217407, + 1.0, + 1.0, + 0.9954449534416199, + 1.0, + 1.0, + 1.0, + 0.9852778315544128, + 0.9966259002685547, + 0.9777527451515198, + 0.9917559623718262, + 1.0, + 0.9839640855789185, + 1.0, + 0.9952312707901001, + 1.0, + 0.9815697073936462, + 0.972968578338623, + 0.9773748517036438, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9836812019348145, + 1.0, + 1.0, + 0.9930726885795593, + 0.9711673259735107, + 0.9559457898139954, + 1.0, + 1.0, + 0.9981993436813354, + 1.0, + 0.9979236721992493, + 1.0, + 1.0, + 0.9718331694602966, + 0.9982189536094666, + 0.9785887598991394, + 0.9932040572166443, + 0.9898197054862976, + 0.9964593052864075, + 0.9820643663406372, + 0.9903514385223389, + 1.0, + 0.9939810037612915, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992389678955078, + 0.9951256513595581, + 0.9996938705444336, + 1.0, + 0.9905328750610352, + 0.9876676201820374, + 0.98517245054245, + 0.9949302673339844, + 1.0, + 0.9856828451156616, + 0.9805266857147217, + 0.991372287273407, + 1.0, + 1.0, + 0.9900395274162292, + 0.9752475023269653, + 1.0, + 1.0, + 0.9758670330047607, + 1.0, + 1.0, + 0.9960767030715942, + 0.9661560654640198, + 0.9379435777664185, + 1.0, + 0.9979466199874878, + 1.0, + 1.0, + 0.9931750893592834, + 1.0, + 1.0, + 0.9949048757553101, + 0.996083676815033, + 1.0, + 0.9910860061645508, + 0.997901439666748, + 0.9399128556251526, + 0.9937669634819031, + 1.0, + 0.9748297929763794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912590980529785, + 0.994430661201477, + 1.0, + 1.0, + 1.0, + 0.9992470741271973, + 1.0, + 1.0, + 0.9828571081161499, + 1.0, + 0.9712284207344055, + 0.9809669852256775, + 0.9888906478881836, + 0.9914556741714478, + 1.0, + 1.0, + 0.972864031791687, + 0.9998405575752258, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815674424171448, + 0.9830848574638367, + 0.9773986339569092, + 1.0, + 0.9902105927467346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985230565071106, + 1.0, + 1.0, + 1.0, + 0.9923874139785767, + 1.0, + 0.9898212552070618, + 1.0, + 0.9408918619155884, + 1.0, + 0.9909626245498657, + 0.9860438704490662, + 0.9771580696105957, + 1.0, + 0.9760034084320068, + 1.0, + 1.0, + 0.9988937973976135, + 1.0, + 1.0, + 1.0, + 1.0, + 0.984853982925415, + 0.9745752215385437, + 1.0, + 0.9747825264930725, + 0.9886172413825989, + 0.9941122531890869, + 1.0, + 0.9573209881782532, + 1.0, + 0.9925393462181091, + 1.0, + 0.9861184358596802, + 0.9861910939216614, + 0.9172104597091675, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993224561214447, + 0.9912835359573364, + 0.9866191148757935, + 0.9838542938232422, + 0.9474858641624451, + 0.9865595102310181, + 0.9904494285583496, + 1.0, + 1.0, + 1.0, + 0.9941626191139221, + 1.0, + 1.0, + 0.9927467107772827, + 1.0, + 0.9995928406715393, + 0.9638832807540894, + 0.994224488735199, + 1.0, + 0.9754660725593567, + 0.9901643991470337, + 0.9914857149124146, + 0.9998568296432495, + 0.9962782859802246, + 1.0, + 0.9740204811096191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997886061668396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9346445202827454, + 1.0, + 0.9932633638381958, + 0.9963480234146118, + 0.9824584126472473, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967713952064514, + 0.9889124035835266, + 0.9962207078933716, + 0.9874810576438904, + 0.9875783920288086, + 0.9870331883430481, + 0.9876510500907898, + 0.9839053153991699, + 1.0, + 0.9861075282096863, + 0.9881711602210999, + 0.9775386452674866, + 1.0, + 0.9894974231719971, + 1.0, + 1.0, + 1.0, + 0.9868749976158142, + 1.0, + 1.0, + 1.0, + 0.996633768081665, + 0.958304226398468, + 0.9677929282188416, + 1.0, + 1.0, + 0.9505671262741089, + 0.9709835648536682, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9661830067634583, + 1.0, + 1.0, + 0.9929603338241577, + 0.9885572195053101, + 1.0, + 0.9910561442375183, + 0.9955494403839111, + 0.9971439242362976, + 0.9732254147529602, + 1.0, + 1.0, + 0.9996222853660583, + 0.9926961660385132, + 1.0, + 1.0, + 1.0, + 0.9869234561920166, + 0.9869911670684814, + 1.0, + 1.0, + 1.0, + 0.9883896708488464, + 1.0, + 1.0, + 1.0, + 0.9763968586921692, + 1.0, + 1.0, + 0.9947572946548462, + 0.9753666520118713, + 1.0, + 0.9971198439598083, + 1.0, + 0.9471878409385681, + 0.9922761917114258, + 0.9827292561531067, + 1.0, + 0.9716633558273315, + 0.99229896068573, + 1.0, + 1.0, + 0.9892249703407288, + 1.0, + 0.9591812491416931, + 0.9922969341278076, + 1.0, + 0.9892687201499939, + 0.9525731801986694, + 0.9785487055778503, + 1.0, + 1.0, + 1.0, + 0.9570144414901733, + 1.0, + 1.0, + 1.0, + 0.9694103002548218, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930804967880249, + 1.0, + 0.9976752400398254, + 1.0, + 0.9974568486213684, + 0.9853675365447998, + 1.0, + 0.9792039394378662, + 0.9868691563606262, + 0.991553783416748, + 0.9859976768493652, + 0.9842603206634521, + 0.9783576726913452, + 0.9832862019538879, + 0.9701287746429443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859655499458313, + 0.9991747736930847, + 1.0, + 0.963141679763794, + 1.0, + 0.9628888368606567, + 0.9844518899917603, + 0.981648325920105, + 1.0, + 0.9848178029060364, + 0.9931483268737793, + 0.999080240726471, + 1.0, + 1.0, + 0.9679393768310547, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930362105369568, + 1.0, + 0.9859405755996704, + 1.0, + 1.0, + 0.9997923374176025, + 0.9578312039375305, + 1.0, + 0.9992439150810242, + 0.9979465007781982, + 0.9727064967155457, + 0.9804031252861023, + 0.9773991703987122, + 1.0, + 0.9966962337493896, + 1.0, + 0.9885791540145874, + 1.0, + 0.9797183275222778, + 0.9998850226402283, + 1.0, + 0.9813864231109619, + 0.9989527463912964, + 0.9966219663619995, + 0.9739364981651306, + 0.9876394271850586, + 1.0, + 0.990693986415863, + 0.9699640274047852, + 0.988044023513794, + 1.0, + 1.0, + 1.0, + 0.997825562953949, + 0.9838284254074097, + 1.0, + 0.9968565106391907, + 1.0, + 1.0, + 0.9972372651100159, + 0.980607271194458, + 0.9927675127983093, + 0.9793967008590698, + 0.9666433334350586, + 1.0, + 0.999880850315094, + 0.9872466921806335, + 0.9861161708831787, + 1.0, + 1.0, + 0.9923245906829834, + 1.0, + 0.9990299940109253, + 1.0, + 1.0, + 0.9997597336769104, + 0.990504801273346, + 1.0, + 1.0, + 1.0, + 0.9777277708053589, + 1.0, + 0.9841739535331726, + 1.0, + 0.9921699166297913, + 1.0, + 1.0, + 0.9828876256942749, + 1.0, + 0.9631633758544922, + 1.0, + 0.9743078351020813, + 1.0, + 0.9883116483688354, + 0.9839923977851868, + 0.9825178980827332, + 1.0, + 1.0, + 0.9833807945251465, + 1.0, + 0.9762812852859497, + 1.0, + 0.9972780346870422, + 1.0, + 0.996770441532135, + 0.9888914823532104, + 1.0, + 1.0, + 0.9978024363517761, + 0.9780921339988708, + 1.0, + 1.0, + 0.9911088943481445, + 0.9926818609237671, + 0.9958382844924927, + 0.9828059673309326, + 0.9981776475906372, + 0.9930623769760132, + 0.9874984622001648, + 0.964751124382019, + 0.9900938868522644, + 1.0, + 1.0, + 1.0, + 0.9766159057617188, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912171363830566, + 0.9724971055984497, + 0.9807124137878418, + 1.0, + 0.9948619604110718, + 0.9930338859558105, + 0.9900822043418884, + 1.0, + 0.9919610619544983, + 1.0, + 0.9970827698707581, + 1.0, + 0.9928117990493774, + 0.9951732158660889, + 0.9912695288658142, + 0.9700306057929993, + 1.0, + 0.9969608783721924, + 0.9868308901786804, + 0.9756579399108887, + 1.0, + 1.0, + 0.994352400302887, + 1.0, + 0.9683151245117188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840796589851379, + 0.99301677942276, + 1.0, + 0.9985172748565674, + 0.9729265570640564, + 0.9813315868377686, + 1.0, + 0.9845935106277466, + 1.0, + 1.0, + 0.9940475225448608, + 0.9835622906684875, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9750085473060608, + 0.9968541860580444, + 1.0, + 1.0, + 0.9981926083564758, + 1.0, + 0.9917384386062622, + 1.0, + 1.0, + 1.0, + 0.9792125225067139, + 0.9823094010353088, + 0.9875574111938477, + 0.9943633079528809, + 0.9913305044174194, + 0.9956272840499878, + 0.9927927851676941, + 0.9654037952423096, + 1.0, + 1.0, + 1.0, + 0.9963365197181702, + 0.9852925539016724, + 0.985864520072937, + 1.0, + 1.0, + 1.0, + 0.9676198959350586, + 0.9848206639289856, + 0.9954460263252258, + 1.0, + 1.0, + 0.9953135848045349, + 0.9946187734603882, + 1.0, + 0.9908503293991089, + 1.0, + 1.0, + 0.9987779259681702, + 0.9799777269363403, + 1.0, + 0.992501437664032, + 0.9751917123794556, + 0.9925994277000427, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998878836631775, + 0.9962988495826721, + 1.0, + 1.0, + 0.9929475784301758, + 0.9910173416137695, + 0.9772343039512634, + 0.9926661849021912, + 1.0, + 1.0, + 0.9940949082374573, + 0.9721351861953735, + 0.9915565252304077, + 1.0, + 0.993789553642273, + 0.9667448401451111, + 0.9809534549713135, + 1.0, + 0.9910808801651001, + 0.9782119393348694, + 1.0, + 0.9869825839996338, + 1.0, + 1.0, + 1.0, + 0.9919193387031555, + 1.0, + 0.9875303506851196, + 1.0, + 0.9950284957885742, + 0.980227530002594, + 1.0, + 0.9561628699302673, + 1.0, + 0.9395743012428284, + 1.0, + 1.0, + 0.9879351854324341, + 1.0, + 0.9812012314796448, + 1.0, + 0.9888197779655457, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926859140396118, + 1.0, + 1.0, + 0.9735223054885864, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886574745178223, + 1.0, + 0.9882892370223999, + 0.9926928877830505, + 1.0, + 0.9758603572845459, + 1.0, + 0.9794499278068542, + 0.9969592690467834, + 1.0, + 0.9952166676521301, + 1.0, + 0.9920294880867004, + 1.0, + 0.994404673576355, + 0.9683119654655457, + 0.9646242260932922, + 0.9913337826728821, + 1.0, + 1.0, + 0.98503178358078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887021780014038, + 1.0, + 0.9841683506965637, + 0.9946063160896301, + 0.9765008687973022, + 0.9966874122619629, + 1.0, + 0.9736440181732178, + 1.0, + 0.97796630859375, + 1.0, + 1.0, + 0.9993135333061218, + 1.0, + 0.9886876344680786, + 0.9922428131103516, + 1.0, + 0.9874006509780884, + 0.996073842048645, + 0.9963538646697998, + 0.9862525463104248, + 0.986662745475769, + 0.990446150302887, + 0.9763981699943542, + 0.9775091409683228, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998137354850769, + 1.0, + 0.9935091137886047, + 1.0, + 1.0, + 1.0, + 0.9875035881996155, + 1.0, + 1.0, + 1.0, + 0.9935070872306824, + 1.0, + 1.0, + 0.9804942607879639, + 0.9807363152503967, + 1.0, + 0.9708061814308167, + 0.9638767838478088, + 0.968897819519043, + 0.9990031123161316, + 0.9578884840011597, + 0.9877070188522339, + 1.0, + 1.0, + 0.9701195359230042, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966142177581787, + 1.0, + 0.9953510165214539, + 0.9840261936187744, + 1.0, + 0.9885547161102295, + 0.9943546056747437, + 0.9877790808677673, + 0.9868485331535339, + 1.0, + 1.0, + 0.9936166405677795, + 1.0, + 1.0, + 0.9877416491508484, + 0.9953221678733826, + 0.9952042698860168, + 0.9990362524986267, + 0.9608334898948669, + 0.9882530570030212, + 0.9786650538444519, + 0.9978199005126953, + 0.9863712191581726, + 1.0, + 0.9983206391334534, + 0.9874895811080933, + 1.0, + 1.0, + 1.0, + 0.9865204691886902, + 1.0, + 0.9993999600410461, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9762606024742126, + 1.0, + 1.0, + 0.9756658673286438, + 1.0, + 0.9847541451454163, + 1.0, + 0.9957858324050903, + 0.9829821586608887, + 0.986626386642456, + 1.0, + 0.9874796271324158, + 0.9953142404556274, + 0.9846763610839844, + 1.0, + 0.9871256351470947, + 1.0, + 1.0, + 1.0, + 0.9826989769935608, + 1.0, + 1.0, + 0.9995604753494263, + 0.969835638999939, + 0.9849473237991333, + 1.0, + 0.9767583608627319, + 0.984551191329956, + 1.0, + 0.9652197360992432, + 0.9894018769264221, + 1.0, + 1.0, + 0.976475715637207, + 0.9532403349876404, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..a79aca8748a3c661850fba69f28ef9f90ffcc61d --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1248.18896484375, + "strength": 761.4808959960938, + "max_strength": 1153.0999755859375, + "final_strength": 1086.699951171875, + "sample_efficiency": 3.157748835747043e-07, + "training_efficiency": 2.0156723621767014e-05, + "stability": 0.9924324750900269 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..a79aca8748a3c661850fba69f28ef9f90ffcc61d --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1248.18896484375, + "strength": 761.4808959960938, + "max_strength": 1153.0999755859375, + "final_strength": 1086.699951171875, + "sample_efficiency": 3.157748835747043e-07, + "training_efficiency": 2.0156723621767014e-05, + "stability": 0.9924324750900269 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..9b4f7b3aeeb1c1c15909563e052c7d1e94c0bdb1 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1248.18896484375, + "strength": 761.4808959960938, + "max_strength": 1153.0999755859375, + "final_strength": 1086.699951171875, + "sample_efficiency": 3.157748835747043e-07, + "training_efficiency": 2.0156723621767014e-05, + "stability": 0.9924324750900269 + }, + "local": { + "mean_returns": [ + 151.42857360839844, + 177.61904907226562, + 205.88235473632812, + 225.7142791748047, + 237.53846740722656, + 247.5, + 271.3636474609375, + 305.5, + 326.70001220703125, + 364.20001220703125, + 375.5, + 390.29998779296875, + 409.79998779296875, + 405.3999938964844, + 401.5, + 439.79998779296875, + 434.6000061035156, + 452.20001220703125, + 455.29998779296875, + 476.1000061035156, + 476.20001220703125, + 455.29998779296875, + 450.29998779296875, + 442.1000061035156, + 437.6000061035156, + 457.0, + 472.29998779296875, + 473.70001220703125, + 494.29998779296875, + 517.9000244140625, + 530.0, + 540.5999755859375, + 503.79998779296875, + 510.8999938964844, + 518.7000122070312, + 504.20001220703125, + 501.5, + 504.0, + 503.1000061035156, + 534.0, + 525.7000122070312, + 570.0999755859375, + 586.7000122070312, + 587.9000244140625, + 622.4000244140625, + 632.4000244140625, + 667.7999877929688, + 630.0999755859375, + 663.0999755859375, + 682.4000244140625, + 682.0, + 658.4000244140625, + 622.5999755859375, + 633.2000122070312, + 622.0999755859375, + 610.7999877929688, + 613.5, + 629.5999755859375, + 649.7000122070312, + 646.0999755859375, + 651.2999877929688, + 633.7000122070312, + 621.0, + 596.5, + 591.2000122070312, + 579.7000122070312, + 582.2000122070312, + 580.0, + 586.7999877929688, + 590.9000244140625, + 587.2999877929688, + 591.0, + 604.0999755859375, + 615.2999877929688, + 630.9000244140625, + 638.7999877929688, + 637.7000122070312, + 643.7000122070312, + 642.5999755859375, + 647.7999877929688, + 657.7000122070312, + 659.2000122070312, + 648.2000122070312, + 653.5999755859375, + 658.9000244140625, + 667.5999755859375, + 666.2000122070312, + 674.2999877929688, + 679.5, + 669.7000122070312, + 659.9000244140625, + 657.5, + 655.5999755859375, + 662.0, + 667.5999755859375, + 672.0, + 659.7000122070312, + 672.0999755859375, + 678.5999755859375, + 678.7000122070312, + 683.2000122070312, + 691.7999877929688, + 692.9000244140625, + 690.9000244140625, + 685.4000244140625, + 687.4000244140625, + 689.2999877929688, + 689.0, + 691.4000244140625, + 686.5999755859375, + 695.0, + 697.4000244140625, + 698.5, + 694.4000244140625, + 705.7000122070312, + 703.2000122070312, + 714.0999755859375, + 713.2999877929688, + 726.0, + 720.0, + 717.5999755859375, + 708.0, + 709.4000244140625, + 703.7000122070312, + 711.0999755859375, + 727.5, + 728.7999877929688, + 736.2999877929688, + 741.2999877929688, + 745.2999877929688, + 739.0999755859375, + 732.7000122070312, + 734.5999755859375, + 739.0999755859375, + 749.5, + 744.7999877929688, + 746.7000122070312, + 744.5999755859375, + 744.0, + 750.2000122070312, + 743.2000122070312, + 744.2999877929688, + 744.0999755859375, + 747.7999877929688, + 743.5, + 744.0999755859375, + 751.5, + 750.2999877929688, + 756.2999877929688, + 752.2000122070312, + 751.2999877929688, + 753.5, + 747.7000122070312, + 753.2000122070312, + 750.2999877929688, + 753.0999755859375, + 771.7000122070312, + 774.4000244140625, + 785.2000122070312, + 785.9000244140625, + 788.2999877929688, + 802.5, + 782.2000122070312, + 781.2000122070312, + 772.7000122070312, + 769.2999877929688, + 765.0999755859375, + 752.5999755859375, + 746.0999755859375, + 744.2999877929688, + 743.7000122070312, + 736.5999755859375, + 744.5999755859375, + 747.7000122070312, + 767.2000122070312, + 765.7000122070312, + 766.0999755859375, + 769.2000122070312, + 764.5999755859375, + 756.2999877929688, + 730.2999877929688, + 752.5, + 774.7000122070312, + 775.2000122070312, + 784.7999877929688, + 791.0, + 795.5999755859375, + 793.7000122070312, + 777.4000244140625, + 773.4000244140625, + 784.7999877929688, + 793.9000244140625, + 794.2000122070312, + 799.0999755859375, + 788.4000244140625, + 802.0, + 772.9000244140625, + 770.4000244140625, + 769.5999755859375, + 764.2000122070312, + 757.2999877929688, + 762.4000244140625, + 784.2999877929688, + 778.4000244140625, + 787.2000122070312, + 805.4000244140625, + 791.0999755859375, + 787.7999877929688, + 784.2999877929688, + 792.2000122070312, + 790.5999755859375, + 788.4000244140625, + 789.5999755859375, + 810.2000122070312, + 807.4000244140625, + 812.2999877929688, + 818.4000244140625, + 827.2000122070312, + 817.9000244140625, + 815.7999877929688, + 802.0, + 797.0, + 819.0999755859375, + 809.0999755859375, + 824.5999755859375, + 821.5999755859375, + 824.9000244140625, + 813.2999877929688, + 796.5999755859375, + 783.0, + 783.5999755859375, + 786.7000122070312, + 802.7000122070312, + 803.7000122070312, + 832.7999877929688, + 822.4000244140625, + 841.0, + 845.0999755859375, + 840.5999755859375, + 822.0, + 794.4000244140625, + 801.7000122070312, + 806.4000244140625, + 805.2999877929688, + 821.5999755859375, + 820.2999877929688, + 822.2999877929688, + 831.0, + 813.0999755859375, + 812.0, + 798.7999877929688, + 794.7000122070312, + 788.5999755859375, + 786.5, + 775.9000244140625, + 770.2999877929688, + 793.5999755859375, + 790.0, + 807.2000122070312, + 811.2000122070312, + 825.5999755859375, + 828.5, + 833.0999755859375, + 840.2999877929688, + 846.5999755859375, + 846.9000244140625, + 852.5, + 852.0, + 848.7999877929688, + 848.5999755859375, + 850.4000244140625, + 844.2000122070312, + 836.2000122070312, + 826.7000122070312, + 823.5, + 831.0999755859375, + 822.0, + 809.7999877929688, + 804.5, + 826.7000122070312, + 828.0, + 821.7000122070312, + 806.2000122070312, + 837.5, + 887.5, + 870.7999877929688, + 878.0999755859375, + 883.7000122070312, + 881.0, + 857.7999877929688, + 816.7000122070312, + 828.5999755859375, + 827.2999877929688, + 829.9000244140625, + 840.2000122070312, + 835.7999877929688, + 856.4000244140625, + 862.7999877929688, + 859.4000244140625, + 856.7999877929688, + 868.5999755859375, + 862.5999755859375, + 861.2000122070312, + 821.2000122070312, + 817.2999877929688, + 827.2000122070312, + 811.2999877929688, + 823.4000244140625, + 834.4000244140625, + 841.7999877929688, + 845.4000244140625, + 847.5999755859375, + 841.9000244140625, + 838.2999877929688, + 839.4000244140625, + 844.4000244140625, + 859.5999755859375, + 859.0999755859375, + 867.5999755859375, + 878.0, + 866.2999877929688, + 866.2999877929688, + 847.0, + 834.5999755859375, + 827.5, + 822.0999755859375, + 830.5, + 840.4000244140625, + 822.9000244140625, + 822.7999877929688, + 824.2000122070312, + 852.4000244140625, + 858.2999877929688, + 872.0, + 886.4000244140625, + 895.0999755859375, + 906.2000122070312, + 893.0999755859375, + 881.2999877929688, + 865.7999877929688, + 869.7000122070312, + 863.0999755859375, + 864.5999755859375, + 885.4000244140625, + 894.0, + 907.9000244140625, + 913.2000122070312, + 902.5999755859375, + 948.2000122070312, + 953.5, + 957.4000244140625, + 951.5999755859375, + 961.7999877929688, + 954.0, + 960.2000122070312, + 915.0, + 925.7999877929688, + 919.2000122070312, + 909.0999755859375, + 892.7999877929688, + 908.0999755859375, + 891.0, + 901.5999755859375, + 918.7000122070312, + 917.9000244140625, + 938.5999755859375, + 962.2999877929688, + 969.2000122070312, + 1014.2000122070312, + 1001.7999877929688, + 981.2999877929688, + 988.5999755859375, + 968.5999755859375, + 959.7999877929688, + 955.2999877929688, + 973.4000244140625, + 940.2000122070312, + 946.0999755859375, + 940.5, + 951.9000244140625, + 941.4000244140625, + 931.0999755859375, + 870.2000122070312, + 885.7000122070312, + 901.2999877929688, + 914.5999755859375, + 925.2999877929688, + 955.5999755859375, + 958.7999877929688, + 992.5, + 987.0999755859375, + 980.2000122070312, + 969.7000122070312, + 957.2000122070312, + 917.2000122070312, + 907.5, + 900.7000122070312, + 901.0, + 909.0999755859375, + 915.0, + 910.7999877929688, + 917.9000244140625, + 926.2000122070312, + 920.9000244140625, + 932.2999877929688, + 932.0, + 905.4000244140625, + 901.2999877929688, + 925.0999755859375, + 907.2000122070312, + 900.2000122070312, + 894.2000122070312, + 894.0999755859375, + 891.5, + 907.5999755859375, + 889.0999755859375, + 900.0, + 928.4000244140625, + 946.7999877929688, + 979.7999877929688, + 999.7000122070312, + 998.0, + 1006.4000244140625, + 1008.5999755859375, + 1013.9000244140625, + 1014.0999755859375, + 960.5999755859375, + 967.4000244140625, + 962.2000122070312, + 959.4000244140625, + 946.0, + 955.5, + 977.7999877929688, + 994.2000122070312, + 995.9000244140625, + 1000.7999877929688, + 998.2000122070312, + 989.2999877929688, + 986.2999877929688, + 976.4000244140625, + 966.7000122070312, + 956.7000122070312, + 947.2999877929688, + 935.2000122070312, + 958.5, + 947.9000244140625, + 939.0, + 922.2999877929688, + 947.7000122070312, + 939.7999877929688, + 954.7999877929688, + 970.7000122070312, + 995.5, + 985.0, + 1000.0999755859375, + 1023.2000122070312, + 1057.0, + 1054.0999755859375, + 1018.2999877929688, + 991.7999877929688, + 1006.5999755859375, + 1033.0, + 991.5999755859375, + 968.5, + 975.5999755859375, + 998.7000122070312, + 1008.0, + 1008.7000122070312, + 981.2000122070312, + 996.5999755859375, + 1005.2000122070312, + 999.5, + 990.2999877929688, + 1011.7000122070312, + 1004.4000244140625, + 1000.7999877929688, + 998.5, + 977.0, + 977.7999877929688, + 989.9000244140625, + 989.5999755859375, + 983.7999877929688, + 998.5, + 1012.7999877929688, + 1036.699951171875, + 1025.699951171875, + 1014.9000244140625, + 1034.199951171875, + 1044.9000244140625, + 1056.800048828125, + 1046.800048828125, + 1053.5, + 1054.199951171875, + 1072.5, + 1051.800048828125, + 1064.199951171875, + 1072.9000244140625, + 1068.300048828125, + 1046.800048828125, + 1063.5, + 1061.0, + 1070.300048828125, + 1024.0999755859375, + 1017.7000122070312, + 1003.5, + 1010.7000122070312, + 987.5999755859375, + 981.5, + 992.5, + 1012.2000122070312, + 1003.4000244140625, + 1021.0999755859375, + 987.4000244140625, + 981.2999877929688, + 996.9000244140625, + 988.2999877929688, + 950.7000122070312, + 934.5, + 946.4000244140625, + 961.7000122070312, + 963.2000122070312, + 930.2000122070312, + 944.7000122070312, + 947.7000122070312, + 967.0, + 943.4000244140625, + 953.9000244140625, + 976.9000244140625, + 997.5999755859375, + 1033.699951171875, + 1027.9000244140625, + 1055.800048828125, + 1053.800048828125, + 1099.9000244140625, + 1097.5999755859375, + 1084.4000244140625, + 1089.9000244140625, + 1071.300048828125, + 1059.800048828125, + 1052.5, + 1040.5, + 1027.199951171875, + 1009.2000122070312, + 995.5999755859375, + 971.7000122070312, + 984.5, + 1005.2999877929688, + 1012.2000122070312, + 1027.300048828125, + 1060.9000244140625, + 1080.4000244140625, + 1086.300048828125, + 1132.4000244140625, + 1146.5, + 1173.5999755859375, + 1178.800048828125, + 1165.0, + 1164.199951171875, + 1169.5, + 1133.5999755859375, + 1144.0, + 1108.800048828125, + 1094.5999755859375, + 1078.0999755859375, + 1084.699951171875, + 1071.199951171875, + 1065.199951171875, + 1064.4000244140625, + 1080.4000244140625, + 1093.800048828125, + 1065.0, + 1104.9000244140625, + 1107.5999755859375, + 1127.800048828125, + 1128.9000244140625, + 1122.4000244140625, + 1148.5999755859375, + 1135.199951171875, + 1136.199951171875, + 1158.5, + 1158.300048828125, + 1117.699951171875, + 1121.4000244140625, + 1120.699951171875, + 1118.800048828125, + 1093.5999755859375, + 1076.0, + 1056.0999755859375, + 1073.300048828125, + 1070.4000244140625, + 1088.5999755859375, + 1078.4000244140625, + 1083.0, + 1065.0, + 1064.9000244140625, + 1071.199951171875, + 1054.9000244140625, + 1054.0, + 1051.0999755859375, + 1028.800048828125, + 1018.5, + 1065.9000244140625, + 1057.800048828125, + 1031.9000244140625, + 1021.9000244140625, + 1036.5999755859375, + 1044.5999755859375, + 1069.300048828125, + 1067.4000244140625, + 1053.300048828125, + 1086.199951171875, + 1083.4000244140625, + 1090.199951171875, + 1100.4000244140625, + 1097.9000244140625, + 1080.4000244140625, + 1074.0, + 1055.9000244140625, + 1027.199951171875, + 1034.5999755859375, + 1034.5, + 1023.7999877929688, + 1012.2999877929688, + 1015.0999755859375, + 1016.2999877929688, + 1010.0, + 1020.2000122070312, + 1019.4000244140625, + 1021.7999877929688, + 1027.699951171875, + 1027.5, + 1019.5999755859375, + 1026.300048828125, + 1033.5, + 1039.5999755859375, + 1020.7999877929688, + 1042.199951171875, + 1028.800048828125, + 1038.4000244140625, + 1031.800048828125, + 1069.300048828125, + 1077.9000244140625, + 1062.800048828125, + 1064.199951171875, + 1032.199951171875, + 1047.9000244140625, + 1026.0, + 1042.5, + 1032.5999755859375, + 1019.2000122070312, + 1004.7999877929688, + 1020.0999755859375, + 1037.9000244140625, + 1023.9000244140625, + 1034.5, + 1014.5999755859375, + 1040.5, + 1038.199951171875, + 1062.5, + 1059.699951171875, + 1050.0999755859375, + 1059.800048828125, + 1060.0999755859375, + 1058.199951171875, + 1039.300048828125, + 1048.800048828125, + 1050.300048828125, + 1042.699951171875, + 1036.5, + 1033.0, + 1018.5999755859375, + 1017.0999755859375, + 1011.4000244140625, + 1001.2000122070312, + 972.7999877929688, + 965.0999755859375, + 982.5999755859375, + 1006.0999755859375, + 1029.4000244140625, + 1009.9000244140625, + 1028.0999755859375, + 1034.5, + 1051.300048828125, + 1072.199951171875, + 1064.5, + 1040.5999755859375, + 1024.300048828125, + 1032.4000244140625, + 1028.0999755859375, + 1022.2999877929688, + 1014.0999755859375, + 1016.5, + 1009.9000244140625, + 1018.2000122070312, + 1015.7999877929688, + 1030.199951171875, + 1024.199951171875, + 1020.2000122070312, + 1013.0, + 988.5, + 1018.0999755859375, + 1015.5999755859375, + 1004.7999877929688, + 985.0999755859375, + 986.0999755859375, + 992.2999877929688, + 987.7999877929688, + 1000.2999877929688, + 974.7999877929688, + 993.5999755859375, + 999.4000244140625, + 1006.7999877929688, + 1025.5999755859375, + 1042.199951171875, + 1057.300048828125, + 1068.5999755859375, + 1054.699951171875, + 1048.699951171875, + 1072.199951171875, + 1070.9000244140625, + 1047.199951171875, + 1031.300048828125, + 1039.300048828125, + 1026.300048828125, + 1042.0999755859375, + 1052.300048828125, + 1047.199951171875, + 1033.199951171875, + 1046.5, + 1064.800048828125, + 1067.4000244140625, + 1075.800048828125, + 1053.800048828125, + 1051.0999755859375, + 1053.199951171875, + 1080.800048828125, + 1079.199951171875, + 1091.199951171875, + 1083.800048828125, + 1110.0, + 1115.199951171875, + 1148.0, + 1128.199951171875, + 1111.699951171875, + 1100.300048828125, + 1095.199951171875, + 1087.4000244140625, + 1083.5, + 1077.0999755859375, + 1046.5999755859375, + 1052.9000244140625, + 1088.5999755859375, + 1096.300048828125, + 1093.0, + 1079.800048828125, + 1067.300048828125, + 1068.5999755859375, + 1077.199951171875, + 1094.199951171875, + 1065.0999755859375, + 1051.9000244140625, + 1048.0, + 1072.800048828125, + 1091.699951171875, + 1087.5, + 1082.699951171875, + 1091.699951171875, + 1083.5, + 1085.5, + 1095.5999755859375, + 1094.5, + 1076.5, + 1089.0, + 1082.300048828125, + 1060.300048828125, + 1053.9000244140625, + 1054.0999755859375, + 1055.0, + 1083.4000244140625, + 1087.199951171875, + 1087.0999755859375, + 1083.800048828125, + 1113.800048828125, + 1159.699951171875, + 1152.9000244140625, + 1144.300048828125, + 1122.699951171875, + 1115.9000244140625, + 1118.5, + 1126.9000244140625, + 1121.4000244140625, + 1095.5999755859375, + 1088.0, + 1097.199951171875, + 1091.5999755859375, + 1061.800048828125, + 1045.300048828125, + 1047.5999755859375, + 1040.0, + 1021.5999755859375, + 1048.199951171875, + 1037.0999755859375, + 1047.4000244140625, + 1065.199951171875, + 1098.9000244140625, + 1091.5999755859375, + 1141.800048828125, + 1130.0, + 1140.9000244140625, + 1136.199951171875, + 1117.5999755859375, + 1128.5, + 1087.5999755859375, + 1102.4000244140625, + 1047.5999755859375, + 1057.4000244140625, + 1065.800048828125, + 1055.300048828125, + 1067.9000244140625, + 1051.5, + 1063.0999755859375, + 1053.4000244140625, + 1096.5, + 1102.800048828125, + 1111.0, + 1113.699951171875, + 1125.199951171875, + 1118.4000244140625, + 1142.0999755859375, + 1154.800048828125, + 1129.4000244140625, + 1138.5999755859375, + 1147.5999755859375, + 1178.800048828125, + 1218.199951171875, + 1206.5999755859375, + 1220.199951171875, + 1208.199951171875, + 1200.800048828125, + 1227.0, + 1202.0999755859375, + 1202.800048828125, + 1182.0999755859375, + 1179.0999755859375, + 1199.0, + 1194.199951171875, + 1199.199951171875, + 1191.199951171875, + 1214.199951171875, + 1208.5, + 1176.4000244140625, + 1141.699951171875, + 1133.5, + 1147.699951171875, + 1170.9000244140625, + 1156.300048828125, + 1171.5999755859375, + 1188.199951171875, + 1201.5, + 1239.9000244140625, + 1266.5, + 1254.4000244140625, + 1269.300048828125, + 1252.300048828125, + 1246.5999755859375, + 1221.9000244140625, + 1218.5, + 1242.699951171875, + 1215.0999755859375, + 1221.199951171875, + 1198.5999755859375, + 1201.699951171875, + 1215.0999755859375, + 1214.4000244140625, + 1238.5999755859375, + 1226.800048828125, + 1218.800048828125, + 1227.300048828125, + 1214.300048828125, + 1210.300048828125, + 1206.5999755859375, + 1192.699951171875, + 1179.4000244140625, + 1170.0, + 1147.0, + 1125.5999755859375, + 1135.9000244140625, + 1153.9000244140625, + 1157.0, + 1161.9000244140625, + 1160.0999755859375, + 1196.9000244140625, + 1190.4000244140625, + 1196.5999755859375, + 1221.5, + 1235.800048828125, + 1222.800048828125, + 1241.300048828125, + 1252.199951171875, + 1289.0, + 1281.9000244140625, + 1307.300048828125, + 1328.5, + 1306.4000244140625, + 1285.0, + 1301.9000244140625, + 1269.5999755859375, + 1230.800048828125, + 1198.5999755859375, + 1197.5999755859375, + 1155.4000244140625, + 1143.5999755859375, + 1143.800048828125, + 1149.300048828125, + 1120.800048828125, + 1140.5999755859375, + 1143.9000244140625, + 1147.699951171875, + 1197.300048828125, + 1209.9000244140625, + 1223.0, + 1223.0999755859375, + 1224.5, + 1258.800048828125, + 1255.199951171875, + 1271.0, + 1266.0, + 1248.9000244140625, + 1252.699951171875, + 1240.5999755859375, + 1234.699951171875, + 1222.0, + 1208.5, + 1242.699951171875, + 1245.0999755859375, + 1238.4000244140625, + 1240.0, + 1256.0, + 1243.0, + 1238.0999755859375, + 1233.0999755859375, + 1232.0999755859375, + 1191.5, + 1179.800048828125, + 1158.800048828125, + 1156.699951171875, + 1143.5999755859375, + 1148.300048828125, + 1146.699951171875, + 1134.800048828125, + 1154.5, + 1158.0, + 1189.5999755859375, + 1176.199951171875, + 1195.4000244140625, + 1194.800048828125, + 1200.5, + 1218.199951171875, + 1256.0999755859375, + 1257.199951171875, + 1276.0999755859375, + 1277.199951171875, + 1279.5999755859375, + 1316.0, + 1289.4000244140625, + 1305.5999755859375, + 1325.5999755859375, + 1298.0999755859375, + 1304.0, + 1287.0999755859375, + 1310.800048828125, + 1306.0999755859375, + 1287.199951171875, + 1272.5999755859375, + 1297.699951171875, + 1283.9000244140625, + 1278.800048828125, + 1262.199951171875, + 1290.699951171875, + 1276.5999755859375, + 1291.300048828125, + 1301.0999755859375, + 1322.5999755859375, + 1303.0999755859375, + 1326.300048828125, + 1333.0999755859375, + 1332.5999755859375, + 1298.300048828125, + 1281.699951171875, + 1348.5999755859375, + 1321.800048828125, + 1304.4000244140625, + 1319.699951171875, + 1280.5999755859375, + 1269.0999755859375, + 1323.300048828125, + 1347.5, + 1320.4000244140625, + 1267.800048828125, + 1282.199951171875 + ], + "strengths": [ + -44.07142639160156, + -17.880950927734375, + 10.382354736328125, + 30.214279174804688, + 42.03846740722656, + 52.0, + 75.8636474609375, + 110.0, + 131.20001220703125, + 168.70001220703125, + 180.0, + 194.79998779296875, + 214.29998779296875, + 209.89999389648438, + 206.0, + 244.29998779296875, + 239.10000610351562, + 256.70001220703125, + 259.79998779296875, + 280.6000061035156, + 280.70001220703125, + 259.79998779296875, + 254.79998779296875, + 246.60000610351562, + 242.10000610351562, + 261.5, + 276.79998779296875, + 278.20001220703125, + 298.79998779296875, + 322.4000244140625, + 334.5, + 345.0999755859375, + 308.29998779296875, + 315.3999938964844, + 323.20001220703125, + 308.70001220703125, + 306.0, + 308.5, + 307.6000061035156, + 338.5, + 330.20001220703125, + 374.5999755859375, + 391.20001220703125, + 392.4000244140625, + 426.9000244140625, + 436.9000244140625, + 472.29998779296875, + 434.5999755859375, + 467.5999755859375, + 486.9000244140625, + 486.5, + 462.9000244140625, + 427.0999755859375, + 437.70001220703125, + 426.5999755859375, + 415.29998779296875, + 418.0, + 434.0999755859375, + 454.20001220703125, + 450.5999755859375, + 455.79998779296875, + 438.20001220703125, + 425.5, + 401.0, + 395.70001220703125, + 384.20001220703125, + 386.70001220703125, + 384.5, + 391.29998779296875, + 395.4000244140625, + 391.79998779296875, + 395.5, + 408.5999755859375, + 419.79998779296875, + 435.4000244140625, + 443.29998779296875, + 442.20001220703125, + 448.20001220703125, + 447.0999755859375, + 452.29998779296875, + 462.20001220703125, + 463.70001220703125, + 452.70001220703125, + 458.0999755859375, + 463.4000244140625, + 472.0999755859375, + 470.70001220703125, + 478.79998779296875, + 484.0, + 474.20001220703125, + 464.4000244140625, + 462.0, + 460.0999755859375, + 466.5, + 472.0999755859375, + 476.5, + 464.20001220703125, + 476.5999755859375, + 483.0999755859375, + 483.20001220703125, + 487.70001220703125, + 496.29998779296875, + 497.4000244140625, + 495.4000244140625, + 489.9000244140625, + 491.9000244140625, + 493.79998779296875, + 493.5, + 495.9000244140625, + 491.0999755859375, + 499.5, + 501.9000244140625, + 503.0, + 498.9000244140625, + 510.20001220703125, + 507.70001220703125, + 518.5999755859375, + 517.7999877929688, + 530.5, + 524.5, + 522.0999755859375, + 512.5, + 513.9000244140625, + 508.20001220703125, + 515.5999755859375, + 532.0, + 533.2999877929688, + 540.7999877929688, + 545.7999877929688, + 549.7999877929688, + 543.5999755859375, + 537.2000122070312, + 539.0999755859375, + 543.5999755859375, + 554.0, + 549.2999877929688, + 551.2000122070312, + 549.0999755859375, + 548.5, + 554.7000122070312, + 547.7000122070312, + 548.7999877929688, + 548.5999755859375, + 552.2999877929688, + 548.0, + 548.5999755859375, + 556.0, + 554.7999877929688, + 560.7999877929688, + 556.7000122070312, + 555.7999877929688, + 558.0, + 552.2000122070312, + 557.7000122070312, + 554.7999877929688, + 557.5999755859375, + 576.2000122070312, + 578.9000244140625, + 589.7000122070312, + 590.4000244140625, + 592.7999877929688, + 607.0, + 586.7000122070312, + 585.7000122070312, + 577.2000122070312, + 573.7999877929688, + 569.5999755859375, + 557.0999755859375, + 550.5999755859375, + 548.7999877929688, + 548.2000122070312, + 541.0999755859375, + 549.0999755859375, + 552.2000122070312, + 571.7000122070312, + 570.2000122070312, + 570.5999755859375, + 573.7000122070312, + 569.0999755859375, + 560.7999877929688, + 534.7999877929688, + 557.0, + 579.2000122070312, + 579.7000122070312, + 589.2999877929688, + 595.5, + 600.0999755859375, + 598.2000122070312, + 581.9000244140625, + 577.9000244140625, + 589.2999877929688, + 598.4000244140625, + 598.7000122070312, + 603.5999755859375, + 592.9000244140625, + 606.5, + 577.4000244140625, + 574.9000244140625, + 574.0999755859375, + 568.7000122070312, + 561.7999877929688, + 566.9000244140625, + 588.7999877929688, + 582.9000244140625, + 591.7000122070312, + 609.9000244140625, + 595.5999755859375, + 592.2999877929688, + 588.7999877929688, + 596.7000122070312, + 595.0999755859375, + 592.9000244140625, + 594.0999755859375, + 614.7000122070312, + 611.9000244140625, + 616.7999877929688, + 622.9000244140625, + 631.7000122070312, + 622.4000244140625, + 620.2999877929688, + 606.5, + 601.5, + 623.5999755859375, + 613.5999755859375, + 629.0999755859375, + 626.0999755859375, + 629.4000244140625, + 617.7999877929688, + 601.0999755859375, + 587.5, + 588.0999755859375, + 591.2000122070312, + 607.2000122070312, + 608.2000122070312, + 637.2999877929688, + 626.9000244140625, + 645.5, + 649.5999755859375, + 645.0999755859375, + 626.5, + 598.9000244140625, + 606.2000122070312, + 610.9000244140625, + 609.7999877929688, + 626.0999755859375, + 624.7999877929688, + 626.7999877929688, + 635.5, + 617.5999755859375, + 616.5, + 603.2999877929688, + 599.2000122070312, + 593.0999755859375, + 591.0, + 580.4000244140625, + 574.7999877929688, + 598.0999755859375, + 594.5, + 611.7000122070312, + 615.7000122070312, + 630.0999755859375, + 633.0, + 637.5999755859375, + 644.7999877929688, + 651.0999755859375, + 651.4000244140625, + 657.0, + 656.5, + 653.2999877929688, + 653.0999755859375, + 654.9000244140625, + 648.7000122070312, + 640.7000122070312, + 631.2000122070312, + 628.0, + 635.5999755859375, + 626.5, + 614.2999877929688, + 609.0, + 631.2000122070312, + 632.5, + 626.2000122070312, + 610.7000122070312, + 642.0, + 692.0, + 675.2999877929688, + 682.5999755859375, + 688.2000122070312, + 685.5, + 662.2999877929688, + 621.2000122070312, + 633.0999755859375, + 631.7999877929688, + 634.4000244140625, + 644.7000122070312, + 640.2999877929688, + 660.9000244140625, + 667.2999877929688, + 663.9000244140625, + 661.2999877929688, + 673.0999755859375, + 667.0999755859375, + 665.7000122070312, + 625.7000122070312, + 621.7999877929688, + 631.7000122070312, + 615.7999877929688, + 627.9000244140625, + 638.9000244140625, + 646.2999877929688, + 649.9000244140625, + 652.0999755859375, + 646.4000244140625, + 642.7999877929688, + 643.9000244140625, + 648.9000244140625, + 664.0999755859375, + 663.5999755859375, + 672.0999755859375, + 682.5, + 670.7999877929688, + 670.7999877929688, + 651.5, + 639.0999755859375, + 632.0, + 626.5999755859375, + 635.0, + 644.9000244140625, + 627.4000244140625, + 627.2999877929688, + 628.7000122070312, + 656.9000244140625, + 662.7999877929688, + 676.5, + 690.9000244140625, + 699.5999755859375, + 710.7000122070312, + 697.5999755859375, + 685.7999877929688, + 670.2999877929688, + 674.2000122070312, + 667.5999755859375, + 669.0999755859375, + 689.9000244140625, + 698.5, + 712.4000244140625, + 717.7000122070312, + 707.0999755859375, + 752.7000122070312, + 758.0, + 761.9000244140625, + 756.0999755859375, + 766.2999877929688, + 758.5, + 764.7000122070312, + 719.5, + 730.2999877929688, + 723.7000122070312, + 713.5999755859375, + 697.2999877929688, + 712.5999755859375, + 695.5, + 706.0999755859375, + 723.2000122070312, + 722.4000244140625, + 743.0999755859375, + 766.7999877929688, + 773.7000122070312, + 818.7000122070312, + 806.2999877929688, + 785.7999877929688, + 793.0999755859375, + 773.0999755859375, + 764.2999877929688, + 759.7999877929688, + 777.9000244140625, + 744.7000122070312, + 750.5999755859375, + 745.0, + 756.4000244140625, + 745.9000244140625, + 735.5999755859375, + 674.7000122070312, + 690.2000122070312, + 705.7999877929688, + 719.0999755859375, + 729.7999877929688, + 760.0999755859375, + 763.2999877929688, + 797.0, + 791.5999755859375, + 784.7000122070312, + 774.2000122070312, + 761.7000122070312, + 721.7000122070312, + 712.0, + 705.2000122070312, + 705.5, + 713.5999755859375, + 719.5, + 715.2999877929688, + 722.4000244140625, + 730.7000122070312, + 725.4000244140625, + 736.7999877929688, + 736.5, + 709.9000244140625, + 705.7999877929688, + 729.5999755859375, + 711.7000122070312, + 704.7000122070312, + 698.7000122070312, + 698.5999755859375, + 696.0, + 712.0999755859375, + 693.5999755859375, + 704.5, + 732.9000244140625, + 751.2999877929688, + 784.2999877929688, + 804.2000122070312, + 802.5, + 810.9000244140625, + 813.0999755859375, + 818.4000244140625, + 818.5999755859375, + 765.0999755859375, + 771.9000244140625, + 766.7000122070312, + 763.9000244140625, + 750.5, + 760.0, + 782.2999877929688, + 798.7000122070312, + 800.4000244140625, + 805.2999877929688, + 802.7000122070312, + 793.7999877929688, + 790.7999877929688, + 780.9000244140625, + 771.2000122070312, + 761.2000122070312, + 751.7999877929688, + 739.7000122070312, + 763.0, + 752.4000244140625, + 743.5, + 726.7999877929688, + 752.2000122070312, + 744.2999877929688, + 759.2999877929688, + 775.2000122070312, + 800.0, + 789.5, + 804.5999755859375, + 827.7000122070312, + 861.5, + 858.5999755859375, + 822.7999877929688, + 796.2999877929688, + 811.0999755859375, + 837.5, + 796.0999755859375, + 773.0, + 780.0999755859375, + 803.2000122070312, + 812.5, + 813.2000122070312, + 785.7000122070312, + 801.0999755859375, + 809.7000122070312, + 804.0, + 794.7999877929688, + 816.2000122070312, + 808.9000244140625, + 805.2999877929688, + 803.0, + 781.5, + 782.2999877929688, + 794.4000244140625, + 794.0999755859375, + 788.2999877929688, + 803.0, + 817.2999877929688, + 841.199951171875, + 830.199951171875, + 819.4000244140625, + 838.699951171875, + 849.4000244140625, + 861.300048828125, + 851.300048828125, + 858.0, + 858.699951171875, + 877.0, + 856.300048828125, + 868.699951171875, + 877.4000244140625, + 872.800048828125, + 851.300048828125, + 868.0, + 865.5, + 874.800048828125, + 828.5999755859375, + 822.2000122070312, + 808.0, + 815.2000122070312, + 792.0999755859375, + 786.0, + 797.0, + 816.7000122070312, + 807.9000244140625, + 825.5999755859375, + 791.9000244140625, + 785.7999877929688, + 801.4000244140625, + 792.7999877929688, + 755.2000122070312, + 739.0, + 750.9000244140625, + 766.2000122070312, + 767.7000122070312, + 734.7000122070312, + 749.2000122070312, + 752.2000122070312, + 771.5, + 747.9000244140625, + 758.4000244140625, + 781.4000244140625, + 802.0999755859375, + 838.199951171875, + 832.4000244140625, + 860.300048828125, + 858.300048828125, + 904.4000244140625, + 902.0999755859375, + 888.9000244140625, + 894.4000244140625, + 875.800048828125, + 864.300048828125, + 857.0, + 845.0, + 831.699951171875, + 813.7000122070312, + 800.0999755859375, + 776.2000122070312, + 789.0, + 809.7999877929688, + 816.7000122070312, + 831.800048828125, + 865.4000244140625, + 884.9000244140625, + 890.800048828125, + 936.9000244140625, + 951.0, + 978.0999755859375, + 983.300048828125, + 969.5, + 968.699951171875, + 974.0, + 938.0999755859375, + 948.5, + 913.300048828125, + 899.0999755859375, + 882.5999755859375, + 889.199951171875, + 875.699951171875, + 869.699951171875, + 868.9000244140625, + 884.9000244140625, + 898.300048828125, + 869.5, + 909.4000244140625, + 912.0999755859375, + 932.300048828125, + 933.4000244140625, + 926.9000244140625, + 953.0999755859375, + 939.699951171875, + 940.699951171875, + 963.0, + 962.800048828125, + 922.199951171875, + 925.9000244140625, + 925.199951171875, + 923.300048828125, + 898.0999755859375, + 880.5, + 860.5999755859375, + 877.800048828125, + 874.9000244140625, + 893.0999755859375, + 882.9000244140625, + 887.5, + 869.5, + 869.4000244140625, + 875.699951171875, + 859.4000244140625, + 858.5, + 855.5999755859375, + 833.300048828125, + 823.0, + 870.4000244140625, + 862.300048828125, + 836.4000244140625, + 826.4000244140625, + 841.0999755859375, + 849.0999755859375, + 873.800048828125, + 871.9000244140625, + 857.800048828125, + 890.699951171875, + 887.9000244140625, + 894.699951171875, + 904.9000244140625, + 902.4000244140625, + 884.9000244140625, + 878.5, + 860.4000244140625, + 831.699951171875, + 839.0999755859375, + 839.0, + 828.2999877929688, + 816.7999877929688, + 819.5999755859375, + 820.7999877929688, + 814.5, + 824.7000122070312, + 823.9000244140625, + 826.2999877929688, + 832.199951171875, + 832.0, + 824.0999755859375, + 830.800048828125, + 838.0, + 844.0999755859375, + 825.2999877929688, + 846.699951171875, + 833.300048828125, + 842.9000244140625, + 836.300048828125, + 873.800048828125, + 882.4000244140625, + 867.300048828125, + 868.699951171875, + 836.699951171875, + 852.4000244140625, + 830.5, + 847.0, + 837.0999755859375, + 823.7000122070312, + 809.2999877929688, + 824.5999755859375, + 842.4000244140625, + 828.4000244140625, + 839.0, + 819.0999755859375, + 845.0, + 842.699951171875, + 867.0, + 864.199951171875, + 854.5999755859375, + 864.300048828125, + 864.5999755859375, + 862.699951171875, + 843.800048828125, + 853.300048828125, + 854.800048828125, + 847.199951171875, + 841.0, + 837.5, + 823.0999755859375, + 821.5999755859375, + 815.9000244140625, + 805.7000122070312, + 777.2999877929688, + 769.5999755859375, + 787.0999755859375, + 810.5999755859375, + 833.9000244140625, + 814.4000244140625, + 832.5999755859375, + 839.0, + 855.800048828125, + 876.699951171875, + 869.0, + 845.0999755859375, + 828.800048828125, + 836.9000244140625, + 832.5999755859375, + 826.7999877929688, + 818.5999755859375, + 821.0, + 814.4000244140625, + 822.7000122070312, + 820.2999877929688, + 834.699951171875, + 828.699951171875, + 824.7000122070312, + 817.5, + 793.0, + 822.5999755859375, + 820.0999755859375, + 809.2999877929688, + 789.5999755859375, + 790.5999755859375, + 796.7999877929688, + 792.2999877929688, + 804.7999877929688, + 779.2999877929688, + 798.0999755859375, + 803.9000244140625, + 811.2999877929688, + 830.0999755859375, + 846.699951171875, + 861.800048828125, + 873.0999755859375, + 859.199951171875, + 853.199951171875, + 876.699951171875, + 875.4000244140625, + 851.699951171875, + 835.800048828125, + 843.800048828125, + 830.800048828125, + 846.5999755859375, + 856.800048828125, + 851.699951171875, + 837.699951171875, + 851.0, + 869.300048828125, + 871.9000244140625, + 880.300048828125, + 858.300048828125, + 855.5999755859375, + 857.699951171875, + 885.300048828125, + 883.699951171875, + 895.699951171875, + 888.300048828125, + 914.5, + 919.699951171875, + 952.5, + 932.699951171875, + 916.199951171875, + 904.800048828125, + 899.699951171875, + 891.9000244140625, + 888.0, + 881.5999755859375, + 851.0999755859375, + 857.4000244140625, + 893.0999755859375, + 900.800048828125, + 897.5, + 884.300048828125, + 871.800048828125, + 873.0999755859375, + 881.699951171875, + 898.699951171875, + 869.5999755859375, + 856.4000244140625, + 852.5, + 877.300048828125, + 896.199951171875, + 892.0, + 887.199951171875, + 896.199951171875, + 888.0, + 890.0, + 900.0999755859375, + 899.0, + 881.0, + 893.5, + 886.800048828125, + 864.800048828125, + 858.4000244140625, + 858.5999755859375, + 859.5, + 887.9000244140625, + 891.699951171875, + 891.5999755859375, + 888.300048828125, + 918.300048828125, + 964.199951171875, + 957.4000244140625, + 948.800048828125, + 927.199951171875, + 920.4000244140625, + 923.0, + 931.4000244140625, + 925.9000244140625, + 900.0999755859375, + 892.5, + 901.699951171875, + 896.0999755859375, + 866.300048828125, + 849.800048828125, + 852.0999755859375, + 844.5, + 826.0999755859375, + 852.699951171875, + 841.5999755859375, + 851.9000244140625, + 869.699951171875, + 903.4000244140625, + 896.0999755859375, + 946.300048828125, + 934.5, + 945.4000244140625, + 940.699951171875, + 922.0999755859375, + 933.0, + 892.0999755859375, + 906.9000244140625, + 852.0999755859375, + 861.9000244140625, + 870.300048828125, + 859.800048828125, + 872.4000244140625, + 856.0, + 867.5999755859375, + 857.9000244140625, + 901.0, + 907.300048828125, + 915.5, + 918.199951171875, + 929.699951171875, + 922.9000244140625, + 946.5999755859375, + 959.300048828125, + 933.9000244140625, + 943.0999755859375, + 952.0999755859375, + 983.300048828125, + 1022.699951171875, + 1011.0999755859375, + 1024.699951171875, + 1012.699951171875, + 1005.300048828125, + 1031.5, + 1006.5999755859375, + 1007.300048828125, + 986.5999755859375, + 983.5999755859375, + 1003.5, + 998.699951171875, + 1003.699951171875, + 995.699951171875, + 1018.699951171875, + 1013.0, + 980.9000244140625, + 946.199951171875, + 938.0, + 952.199951171875, + 975.4000244140625, + 960.800048828125, + 976.0999755859375, + 992.699951171875, + 1006.0, + 1044.4000244140625, + 1071.0, + 1058.9000244140625, + 1073.800048828125, + 1056.800048828125, + 1051.0999755859375, + 1026.4000244140625, + 1023.0, + 1047.199951171875, + 1019.5999755859375, + 1025.699951171875, + 1003.0999755859375, + 1006.199951171875, + 1019.5999755859375, + 1018.9000244140625, + 1043.0999755859375, + 1031.300048828125, + 1023.300048828125, + 1031.800048828125, + 1018.800048828125, + 1014.800048828125, + 1011.0999755859375, + 997.199951171875, + 983.9000244140625, + 974.5, + 951.5, + 930.0999755859375, + 940.4000244140625, + 958.4000244140625, + 961.5, + 966.4000244140625, + 964.5999755859375, + 1001.4000244140625, + 994.9000244140625, + 1001.0999755859375, + 1026.0, + 1040.300048828125, + 1027.300048828125, + 1045.800048828125, + 1056.699951171875, + 1093.5, + 1086.4000244140625, + 1111.800048828125, + 1133.0, + 1110.9000244140625, + 1089.5, + 1106.4000244140625, + 1074.0999755859375, + 1035.300048828125, + 1003.0999755859375, + 1002.0999755859375, + 959.9000244140625, + 948.0999755859375, + 948.300048828125, + 953.800048828125, + 925.300048828125, + 945.0999755859375, + 948.4000244140625, + 952.199951171875, + 1001.800048828125, + 1014.4000244140625, + 1027.5, + 1027.5999755859375, + 1029.0, + 1063.300048828125, + 1059.699951171875, + 1075.5, + 1070.5, + 1053.4000244140625, + 1057.199951171875, + 1045.0999755859375, + 1039.199951171875, + 1026.5, + 1013.0, + 1047.199951171875, + 1049.5999755859375, + 1042.9000244140625, + 1044.5, + 1060.5, + 1047.5, + 1042.5999755859375, + 1037.5999755859375, + 1036.5999755859375, + 996.0, + 984.300048828125, + 963.300048828125, + 961.199951171875, + 948.0999755859375, + 952.800048828125, + 951.199951171875, + 939.300048828125, + 959.0, + 962.5, + 994.0999755859375, + 980.699951171875, + 999.9000244140625, + 999.300048828125, + 1005.0, + 1022.699951171875, + 1060.5999755859375, + 1061.699951171875, + 1080.5999755859375, + 1081.699951171875, + 1084.0999755859375, + 1120.5, + 1093.9000244140625, + 1110.0999755859375, + 1130.0999755859375, + 1102.5999755859375, + 1108.5, + 1091.5999755859375, + 1115.300048828125, + 1110.5999755859375, + 1091.699951171875, + 1077.0999755859375, + 1102.199951171875, + 1088.4000244140625, + 1083.300048828125, + 1066.699951171875, + 1095.199951171875, + 1081.0999755859375, + 1095.800048828125, + 1105.5999755859375, + 1127.0999755859375, + 1107.5999755859375, + 1130.800048828125, + 1137.5999755859375, + 1137.0999755859375, + 1102.800048828125, + 1086.199951171875, + 1153.0999755859375, + 1126.300048828125, + 1108.9000244140625, + 1124.199951171875, + 1085.0999755859375, + 1073.5999755859375, + 1127.800048828125, + 1152.0, + 1124.9000244140625, + 1072.300048828125, + 1086.699951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.556879765819758e-05, + 9.608512482373044e-05, + 0.0001966569252545014, + -0.00016240536933764815, + -3.4290387702640146e-05, + -9.482240784564056e-06, + -1.29773710000336e-07, + 3.6542362522595795e-06, + 5.5712157518428285e-06, + 6.429158474929864e-06, + 6.826624485256616e-06, + 6.988287623244105e-06, + 7.012188234511996e-06, + 6.96666256772005e-06, + 6.869812750665005e-06, + 6.754463811375899e-06, + 6.62086085867486e-06, + 6.483255219791317e-06, + 6.336908882076386e-06, + 6.1954201555636246e-06, + 6.068763923394727e-06, + 5.948273155809147e-06, + 5.835210686200298e-06, + 5.727577445213683e-06, + 5.615491772914538e-06, + 5.502085514308419e-06, + 5.393456831370713e-06, + 5.282605798129225e-06, + 5.1696906666620634e-06, + 5.059484919911483e-06, + 4.952589279128006e-06, + 4.862158675678074e-06, + 4.7739531510160305e-06, + 4.687815817305818e-06, + 4.609206825989531e-06, + 4.53447864856571e-06, + 4.462141077965498e-06, + 4.392826213006629e-06, + 4.319696472521173e-06, + 4.251392056175973e-06, + 4.177375103608938e-06, + 4.10388520322158e-06, + 4.0337822611036245e-06, + 3.961348284065025e-06, + 3.8910807234060485e-06, + 3.819194716925267e-06, + 3.756435489776777e-06, + 3.692196742122178e-06, + 3.6286953672970412e-06, + 3.5684170143213123e-06, + 3.5137195482093375e-06, + 3.4653023703867802e-06, + 3.4175509426859207e-06, + 3.37271012540441e-06, + 3.330545951030217e-06, + 3.2894947707973188e-06, + 3.248269877076382e-06, + 3.2066147923615063e-06, + 3.166708211210789e-06, + 3.127693162241485e-06, + 3.0913854516256833e-06, + 3.0571752631658455e-06, + 3.0258090646384517e-06, + 2.9956338494230295e-06, + 2.9670345611521043e-06, + 2.9389120754785836e-06, + 2.911584715548088e-06, + 2.8844028747698758e-06, + 2.8575620945048286e-06, + 2.8315632789599476e-06, + 2.805900521707372e-06, + 2.779985834422405e-06, + 2.7539801976672607e-06, + 2.7276560103928205e-06, + 2.7015130399377085e-06, + 2.6760721993923653e-06, + 2.6509105737204663e-06, + 2.6264121970598353e-06, + 2.60221690950857e-06, + 2.5780834675970254e-06, + 2.5544504751451313e-06, + 2.5319127416878473e-06, + 2.5096214812947437e-06, + 2.4875816961866803e-06, + 2.465638772264356e-06, + 2.4442556423309725e-06, + 2.422993475192925e-06, + 2.4019852844503475e-06, + 2.381856347710709e-06, + 2.362558689128491e-06, + 2.3437526124325814e-06, + 2.3253978724824265e-06, + 2.3071565919963177e-06, + 2.2890642412676243e-06, + 2.271167886647163e-06, + 2.2540723421116127e-06, + 2.236856516901753e-06, + 2.2197459657036234e-06, + 2.2029635147191584e-06, + 2.1863513666176004e-06, + 2.169773324567359e-06, + 2.153480181732448e-06, + 2.1375624328356935e-06, + 2.1221146653260803e-06, + 2.1068876776553225e-06, + 2.0918796508340165e-06, + 2.077150384138804e-06, + 2.062613248199341e-06, + 2.048469241344719e-06, + 2.0343338746897643e-06, + 2.020378815359436e-06, + 2.0066356682946207e-06, + 1.9932372197217774e-06, + 1.9797687400568975e-06, + 1.966594481928041e-06, + 1.9533665636117803e-06, + 1.940384208864998e-06, + 1.9273113593953894e-06, + 1.914606855279999e-06, + 1.9021714479094953e-06, + 1.8901629346146365e-06, + 1.878313128145237e-06, + 1.8667776657821378e-06, + 1.855255504779052e-06, + 1.843554969127581e-06, + 1.8320135950489203e-06, + 1.8204972320745583e-06, + 1.8090612456944655e-06, + 1.7977266679736204e-06, + 1.786697680472571e-06, + 1.7759668935468653e-06, + 1.7653618442636798e-06, + 1.7548302366776625e-06, + 1.7442613398088724e-06, + 1.7339415308015305e-06, + 1.7237416614079848e-06, + 1.7137316490334342e-06, + 1.703879092929128e-06, + 1.6940608702498139e-06, + 1.6845066284076893e-06, + 1.6750692566347425e-06, + 1.6657683090670616e-06, + 1.656535914662527e-06, + 1.647502472224005e-06, + 1.6385828303100425e-06, + 1.6296665990012116e-06, + 1.6208913393711555e-06, + 1.6121417729664245e-06, + 1.6035737644415349e-06, + 1.5951335399222444e-06, + 1.5867718730078195e-06, + 1.5786050653332495e-06, + 1.5704636098234914e-06, + 1.5624685829607188e-06, + 1.5545355154245044e-06, + 1.5464443094970193e-06, + 1.5384219977931934e-06, + 1.5303584177672747e-06, + 1.5223926084217965e-06, + 1.5145003544603242e-06, + 1.506526814409881e-06, + 1.4989211649663048e-06, + 1.4914251096342923e-06, + 1.4841300526313717e-06, + 1.476966531299695e-06, + 1.4699407984153368e-06, + 1.4631493741035229e-06, + 1.4565132460120367e-06, + 1.449972501177399e-06, + 1.4435107686949777e-06, + 1.4372018313224544e-06, + 1.4308684512798209e-06, + 1.4245683814806398e-06, + 1.4181180176819908e-06, + 1.41175655699044e-06, + 1.4054614894121187e-06, + 1.3992023468745174e-06, + 1.3930614386481466e-06, + 1.3870752582079149e-06, + 1.3814249086863128e-06, + 1.3755995951214572e-06, + 1.369606252410449e-06, + 1.363672481602407e-06, + 1.3577059689851012e-06, + 1.3517427532860893e-06, + 1.345799660157354e-06, + 1.339940240541182e-06, + 1.3343013733901898e-06, + 1.3287592537380988e-06, + 1.3231664297563839e-06, + 1.3175471167414798e-06, + 1.3119843060849234e-06, + 1.306435365222569e-06, + 1.301041493206867e-06, + 1.2955811143910978e-06, + 1.2904355344289797e-06, + 1.2853620319219772e-06, + 1.2803442359654582e-06, + 1.2754208000842482e-06, + 1.2706022971542552e-06, + 1.2657849310926395e-06, + 1.2608287534021656e-06, + 1.2559693232105928e-06, + 1.251083403985831e-06, + 1.24609664453601e-06, + 1.241274048879859e-06, + 1.2365238717393368e-06, + 1.2318459994276054e-06, + 1.2271497098481632e-06, + 1.2225098089402309e-06, + 1.2179300483694533e-06, + 1.213383256981615e-06, + 1.208722778756055e-06, + 1.204127670462185e-06, + 1.1995396107522538e-06, + 1.1949501868002699e-06, + 1.1903404129043338e-06, + 1.1858419384225272e-06, + 1.1814005347332568e-06, + 1.1770976016123313e-06, + 1.1728682238754118e-06, + 1.168522999250854e-06, + 1.1642862318694824e-06, + 1.1599819345065043e-06, + 1.15573732273333e-06, + 1.1515090818647877e-06, + 1.1473960057628574e-06, + 1.1434287898737239e-06, + 1.1395835599614657e-06, + 1.1357657285770983e-06, + 1.1319590385028278e-06, + 1.1280816352154943e-06, + 1.1242304935876746e-06, + 1.1202299674550886e-06, + 1.1163290309923468e-06, + 1.1123473768748227e-06, + 1.1083761819463689e-06, + 1.1044674010918243e-06, + 1.100703912015888e-06, + 1.0971355095534818e-06, + 1.0935521004284965e-06, + 1.089969941858726e-06, + 1.0864229125218117e-06, + 1.0828102858795319e-06, + 1.0792346074595116e-06, + 1.0756765504993382e-06, + 1.0720985983425635e-06, + 1.0686493396860897e-06, + 1.0652331638993928e-06, + 1.0619158956615138e-06, + 1.058645921148127e-06, + 1.0554330174272764e-06, + 1.0522550155656063e-06, + 1.049156367116666e-06, + 1.046108991431538e-06, + 1.0429605481476756e-06, + 1.0398537142464193e-06, + 1.036680259858258e-06, + 1.0335098750147154e-06, + 1.0302896953362506e-06, + 1.0270795200995053e-06, + 1.0238707091048127e-06, + 1.0206507568000234e-06, + 1.0174245517191594e-06, + 1.0142221071873792e-06, + 1.0110172752320068e-06, + 1.0078397281176876e-06, + 1.0047021987702465e-06, + 1.001589680527104e-06, + 9.984922826333786e-07, + 9.954475217455183e-07, + 9.924625601342996e-07, + 9.89543309515284e-07, + 9.866595291896374e-07, + 9.837616516961134e-07, + 9.809255061554722e-07, + 9.78163711806701e-07, + 9.754443226484e-07, + 9.726450116431806e-07, + 9.698594567453256e-07, + 9.671208545114496e-07, + 9.64467858466378e-07, + 9.616979923521285e-07, + 9.587344038664014e-07, + 9.55864038587606e-07, + 9.529842941446987e-07, + 9.5010261702555e-07, + 9.47253738559084e-07, + 9.44521275414445e-07, + 9.419757702744391e-07, + 9.393986033501278e-07, + 9.368437190460099e-07, + 9.342951443613856e-07, + 9.317224112237454e-07, + 9.291843525716104e-07, + 9.265821745430003e-07, + 9.239729479304515e-07, + 9.213948715114384e-07, + 9.188444209939917e-07, + 9.162662308881409e-07, + 9.137285132965189e-07, + 9.112131920119282e-07, + 9.088644219445996e-07, + 9.065445851774712e-07, + 9.042023521033116e-07, + 9.019331059789693e-07, + 8.996332780952798e-07, + 8.973076432994276e-07, + 8.94969900855358e-07, + 8.926339774006919e-07, + 8.903050456865458e-07, + 8.880109021447424e-07, + 8.85743759226898e-07, + 8.834867344376107e-07, + 8.81226242199773e-07, + 8.789273806542042e-07, + 8.766448331698484e-07, + 8.743477337702643e-07, + 8.720301138964714e-07, + 8.697668931745284e-07, + 8.675179401507194e-07, + 8.653472036712628e-07, + 8.632305252831429e-07, + 8.611495445620676e-07, + 8.590982929490565e-07, + 8.570313525524398e-07, + 8.549444601158029e-07, + 8.529258366252179e-07, + 8.509189797223371e-07, + 8.489189440297196e-07, + 8.468411465401005e-07, + 8.447572099612444e-07, + 8.426430895269732e-07, + 8.404971936215588e-07, + 8.383380531995499e-07, + 8.361585628335888e-07, + 8.340327894984512e-07, + 8.31955844660115e-07, + 8.29938016977394e-07, + 8.279203598249296e-07, + 8.259341939265141e-07, + 8.239551902988751e-07, + 8.219266760534083e-07, + 8.198852583518601e-07, + 8.17816044218489e-07, + 8.157444426615257e-07, + 8.137160989463155e-07, + 8.115706009448331e-07, + 8.094242502920679e-07, + 8.072810828707588e-07, + 8.051682129917026e-07, + 8.030409048842557e-07, + 8.00949067070178e-07, + 7.988538186509686e-07, + 7.968948239067686e-07, + 7.949185487632349e-07, + 7.929719458843465e-07, + 7.910641102171212e-07, + 7.892106168583268e-07, + 7.873273943914683e-07, + 7.854998784750933e-07, + 7.836551958462223e-07, + 7.817766913831292e-07, + 7.799113177497929e-07, + 7.780039936733374e-07, + 7.760479547869181e-07, + 7.740866294625448e-07, + 7.720247481302067e-07, + 7.700076594119309e-07, + 7.680545763832924e-07, + 7.660959226996056e-07, + 7.641986030648695e-07, + 7.623343662999105e-07, + 7.604922984683071e-07, + 7.586177162011154e-07, + 7.568338560304255e-07, + 7.550464147243474e-07, + 7.532825634370965e-07, + 7.515020001847006e-07, + 7.49756395634904e-07, + 7.480446697627485e-07, + 7.464829536729667e-07, + 7.448934411513619e-07, + 7.432765869452851e-07, + 7.416379617097846e-07, + 7.399839319077728e-07, + 7.382708986369835e-07, + 7.365604801634618e-07, + 7.347850328187633e-07, + 7.330322091547714e-07, + 7.31304908185848e-07, + 7.296105763998639e-07, + 7.279530223058828e-07, + 7.263910219990066e-07, + 7.248580686791684e-07, + 7.233473979795235e-07, + 7.218437758638174e-07, + 7.20330490366905e-07, + 7.18812543709646e-07, + 7.173111384872755e-07, + 7.158025141507096e-07, + 7.142844538066129e-07, + 7.127850949473213e-07, + 7.112700473044242e-07, + 7.097634693309374e-07, + 7.083185664669145e-07, + 7.068890681694029e-07, + 7.054187562971492e-07, + 7.039915885798109e-07, + 7.025853392406134e-07, + 7.011977345428022e-07, + 6.998169510552543e-07, + 6.98447763625154e-07, + 6.97053565090755e-07, + 6.957019991205016e-07, + 6.943357107047632e-07, + 6.92921162226412e-07, + 6.914784194123058e-07, + 6.899801405779726e-07, + 6.884521326355753e-07, + 6.869358344374632e-07, + 6.854119760646427e-07, + 6.838924377916555e-07, + 6.823714784331969e-07, + 6.808585908402165e-07, + 6.794520572839247e-07, + 6.780401804462599e-07, + 6.766450155737402e-07, + 6.752618446626002e-07, + 6.739097102581582e-07, + 6.725471166646457e-07, + 6.711516675750318e-07, + 6.697342769257375e-07, + 6.683213200631144e-07, + 6.669071126452764e-07, + 6.655048423453991e-07, + 6.641252525696473e-07, + 6.627579409723694e-07, + 6.614144467675942e-07, + 6.600942583645519e-07, + 6.587974326066615e-07, + 6.575227757821267e-07, + 6.562743806171056e-07, + 6.549927888954699e-07, + 6.53734900879499e-07, + 6.524976470245747e-07, + 6.512936465696839e-07, + 6.500532094833034e-07, + 6.488315307251469e-07, + 6.475908662650909e-07, + 6.463301929215959e-07, + 6.450355272136221e-07, + 6.437640536205436e-07, + 6.424746743505239e-07, + 6.411548838514136e-07, + 6.397883680619998e-07, + 6.384337325471279e-07, + 6.371421932271915e-07, + 6.358984023790981e-07, + 6.346376153487654e-07, + 6.333422675197653e-07, + 6.321170644696394e-07, + 6.309329023679311e-07, + 6.29743340141431e-07, + 6.285243330239609e-07, + 6.272970836107561e-07, + 6.260747227315733e-07, + 6.248992576729506e-07, + 6.237062279979e-07, + 6.225061497389106e-07, + 6.21320054960961e-07, + 6.201530027283297e-07, + 6.189601435835357e-07, + 6.17783484813117e-07, + 6.166175126054441e-07, + 6.154602374408569e-07, + 6.143390010038274e-07, + 6.132216299192805e-07, + 6.120920374996786e-07, + 6.109680157351249e-07, + 6.098571248003282e-07, + 6.087306019253447e-07, + 6.075891860746196e-07, + 6.064200306354905e-07, + 6.052715662008268e-07, + 6.041432243364397e-07, + 6.029937935636553e-07, + 6.018350973135966e-07, + 6.00665771344211e-07, + 5.995156016069814e-07, + 5.983618507343635e-07, + 5.972127610220923e-07, + 5.960447992947593e-07, + 5.949098635937844e-07, + 5.937640139563882e-07, + 5.926121957600117e-07, + 5.914719736210827e-07, + 5.903650048821873e-07, + 5.892416652386601e-07, + 5.88126795264543e-07, + 5.870052746104193e-07, + 5.859479301761894e-07, + 5.849033186677843e-07, + 5.838811603098293e-07, + 5.828543407915276e-07, + 5.818608315166784e-07, + 5.808790319861146e-07, + 5.798875690743444e-07, + 5.788759267488786e-07, + 5.778793479294109e-07, + 5.768653181803529e-07, + 5.758966494795459e-07, + 5.749394063059299e-07, + 5.739671564697346e-07, + 5.730092311750923e-07, + 5.721003617509268e-07, + 5.712142865377245e-07, + 5.70317297388101e-07, + 5.694055289495736e-07, + 5.684954658136121e-07, + 5.676278078681207e-07, + 5.667462232850085e-07, + 5.658644113282207e-07, + 5.649634431392769e-07, + 5.640932272399368e-07, + 5.632141437672544e-07, + 5.62311811336258e-07, + 5.613891858047282e-07, + 5.604289867733314e-07, + 5.594793606178428e-07, + 5.585021085607877e-07, + 5.57531279810064e-07, + 5.565128731177538e-07, + 5.555016855396389e-07, + 5.545097110370989e-07, + 5.535159743885743e-07, + 5.525472488443484e-07, + 5.515952921086864e-07, + 5.50655386177823e-07, + 5.497325332726177e-07, + 5.48827870261448e-07, + 5.479462856783357e-07, + 5.470827773024212e-07, + 5.462482022267068e-07, + 5.454029974316654e-07, + 5.445388069347246e-07, + 5.436705805550446e-07, + 5.427897917797964e-07, + 5.418770570031484e-07, + 5.40947723948193e-07, + 5.400161739999021e-07, + 5.390407409322506e-07, + 5.380550760492042e-07, + 5.370461053644249e-07, + 5.360365094020381e-07, + 5.35045785454713e-07, + 5.340605184755987e-07, + 5.330743988452014e-07, + 5.321289791027084e-07, + 5.311772497407219e-07, + 5.302649128680059e-07, + 5.2937053851565e-07, + 5.284962298901519e-07, + 5.27618965406873e-07, + 5.26758526575577e-07, + 5.259074100649741e-07, + 5.250603862805292e-07, + 5.24201254847867e-07, + 5.233326305642549e-07, + 5.224952133175975e-07, + 5.216228942117596e-07, + 5.207515982874611e-07, + 5.198647841098136e-07, + 5.189806415728526e-07, + 5.181063329473545e-07, + 5.172112196305534e-07, + 5.163324203749653e-07, + 5.154564064469014e-07, + 5.14563453180017e-07, + 5.136745357958716e-07, + 5.128267730469815e-07, + 5.119790102980915e-07, + 5.111354539621971e-07, + 5.102969566905813e-07, + 5.094846642350603e-07, + 5.0869130063802e-07, + 5.079188554191205e-07, + 5.071338478046528e-07, + 5.063544676886522e-07, + 5.055618430560571e-07, + 5.047813260716794e-07, + 5.039996722189244e-07, + 5.032367766943935e-07, + 5.024767233408056e-07, + 5.017140551899502e-07, + 5.009683263779152e-07, + 5.002260650144308e-07, + 4.994889764020627e-07, + 4.987736019756994e-07, + 4.980694825462706e-07, + 4.973275053998805e-07, + 4.965950211044401e-07, + 4.958870363225287e-07, + 4.951899654770386e-07, + 4.944828333464102e-07, + 4.937715516462049e-07, + 4.93042136895383e-07, + 4.923169285575568e-07, + 4.916059310744458e-07, + 4.90870377234387e-07, + 4.90139768771769e-07, + 4.89406318138208e-07, + 4.886671831627609e-07, + 4.879328230344981e-07, + 4.87215345401637e-07, + 4.86505598473741e-07, + 4.858129045715032e-07, + 4.851456196774961e-07, + 4.844745831178443e-07, + 4.838058771383658e-07, + 4.831479145650519e-07, + 4.825011501452536e-07, + 4.818542151951988e-07, + 4.8120847395694e-07, + 4.805697244592011e-07, + 4.799251200893195e-07, + 4.792831305167056e-07, + 4.786413114743482e-07, + 4.779970481649798e-07, + 4.773550585923658e-07, + 4.7672119762864895e-07, + 4.760841818551853e-07, + 4.7544369863317115e-07, + 4.748007143007271e-07, + 4.741740156077867e-07, + 4.7353316290354996e-07, + 4.7290447469094943e-07, + 4.7227058530552313e-07, + 4.716436592389073e-07, + 4.7099078415158147e-07, + 4.703337310729694e-07, + 4.69690064619499e-07, + 4.690475350344059e-07, + 4.6843064183121896e-07, + 4.6780419893366343e-07, + 4.671958038215962e-07, + 4.665772621592623e-07, + 4.6596790070907446e-07, + 4.6537016373804363e-07, + 4.647846481020679e-07, + 4.641898385671084e-07, + 4.635840866740182e-07, + 4.629902434771793e-07, + 4.6239068751674495e-07, + 4.618071329787199e-07, + 4.612069801623875e-07, + 4.6061035163802444e-07, + 4.5999843223398784e-07, + 4.5939043502585264e-07, + 4.587911064390937e-07, + 4.5818688931831275e-07, + 4.5758440592180705e-07, + 4.56985134178467e-07, + 4.564008122542873e-07, + 4.558117154829233e-07, + 4.552234429411328e-07, + 4.5464221898328105e-07, + 4.540669920061191e-07, + 4.53495914598534e-07, + 4.529363195615588e-07, + 4.5237939616527e-07, + 4.518279297371919e-07, + 4.51284932978524e-07, + 4.507625419591932e-07, + 4.502467163547408e-07, + 4.4972057366976514e-07, + 4.4918027697349316e-07, + 4.4862602521789086e-07, + 4.480863253775169e-07, + 4.47536194769782e-07, + 4.469834493647795e-07, + 4.4642129637395556e-07, + 4.4584723468688026e-07, + 4.452799657883588e-07, + 4.447299204457522e-07, + 4.4419206801649125e-07, + 4.4365054918671376e-07, + 4.431133788784791e-07, + 4.425814665864891e-07, + 4.4205634708305297e-07, + 4.4153117073619796e-07, + 4.4101167873122904e-07, + 4.4048837821719644e-07, + 4.399680335609446e-07, + 4.3944010030827485e-07, + 4.3891745349355915e-07, + 4.383987857181637e-07, + 4.378861149234581e-07, + 4.3739009925047867e-07, + 4.36877030551841e-07, + 4.363669177109841e-07, + 4.358649050573149e-07, + 4.35376449559044e-07, + 4.3488864776008995e-07, + 4.343983164289966e-07, + 4.3391204940235184e-07, + 4.334193874910852e-07, + 4.3294360807522025e-07, + 4.324576536873792e-07, + 4.3196945398449316e-07, + 4.314780710501509e-07, + 4.309767120957986e-07, + 4.304667129417794e-07, + 4.299491251913423e-07, + 4.294262510029512e-07, + 4.289132391477324e-07, + 4.2840525793508277e-07, + 4.278847711702838e-07, + 4.2736655814223923e-07, + 4.2686383494583424e-07, + 4.2637185515559395e-07, + 4.2587652160364087e-07, + 4.253901977335772e-07, + 4.248959442065825e-07, + 4.243971432060789e-07, + 4.239027191488276e-07, + 4.2341778794252605e-07, + 4.2292646185160265e-07, + 4.2242598397024267e-07, + 4.219254208237544e-07, + 4.2142150391555333e-07, + 4.20931570488392e-07, + 4.2044456449730205e-07, + 4.1995770061475923e-07, + 4.194565406123729e-07, + 4.189577964552882e-07, + 4.1845370901683054e-07, + 4.179552490768401e-07, + 4.174435446202551e-07, + 4.1693047592161747e-07, + 4.164007521012536e-07, + 4.158836190981674e-07, + 4.153771442361176e-07, + 4.148784285007423e-07, + 4.14384004443491e-07, + 4.1389523630641634e-07, + 4.1340999246131105e-07, + 4.1292960872851836e-07, + 4.124671022509574e-07, + 4.120024357234797e-07, + 4.1151972141051374e-07, + 4.11034250191733e-07, + 4.105519053609896e-07, + 4.1007800177794707e-07, + 4.0961208469525445e-07, + 4.0914673604675045e-07, + 4.086780904799525e-07, + 4.082017710516084e-07, + 4.077421351666999e-07, + 4.072906563123979e-07, + 4.0684244595468044e-07, + 4.063823837441305e-07, + 4.0591373817733256e-07, + 4.0544856005908514e-07, + 4.049871904499014e-07, + 4.04522410235586e-07, + 4.0406311541119067e-07, + 4.036040479604708e-07, + 4.031410583138495e-07, + 4.026799160783412e-07, + 4.0222920461019385e-07, + 4.0177337723434903e-07, + 4.0132218259714136e-07, + 4.008833229818265e-07, + 4.0044886873147334e-07, + 4.0001540924095025e-07, + 3.995826318714535e-07, + 3.9913678051561874e-07, + 3.9869016177362937e-07, + 3.9824479358685494e-07, + 3.9780226757102355e-07, + 3.973460422912467e-07, + 3.9686838704255933e-07, + 3.963955350627657e-07, + 3.95928225316311e-07, + 3.9547285268781707e-07, + 3.9502208437625086e-07, + 3.945712876429752e-07, + 3.9411764873875654e-07, + 3.9366793203043926e-07, + 3.9323194300777686e-07, + 3.928007572540082e-07, + 3.9236630300365505e-07, + 3.9193565726236557e-07, + 3.9152041608758736e-07, + 3.911140993295703e-07, + 3.9070769730642496e-07, + 3.9030589960020734e-07, + 3.899137936969055e-07, + 3.895100633144466e-07, + 3.8911252886464354e-07, + 3.8871115748406737e-07, + 3.8830236803732987e-07, + 3.878788561451074e-07, + 3.87459834882975e-07, + 3.870185310006491e-07, + 3.865839346417488e-07, + 3.8614550135207537e-07, + 3.8571042182411475e-07, + 3.852850625207793e-07, + 3.848558662866708e-07, + 3.844465084057447e-07, + 3.840314946046419e-07, + 3.83642486667668e-07, + 3.832499828604341e-07, + 3.8285460846054775e-07, + 3.8246497524596634e-07, + 3.8207059560591006e-07, + 3.816845435267169e-07, + 3.8129422819110914e-07, + 3.8090919929345546e-07, + 3.8050583839321916e-07, + 3.801006585035793e-07, + 3.796928638166719e-07, + 3.7928495544292673e-07, + 3.7887301118644245e-07, + 3.784651312344067e-07, + 3.7804787211825897e-07, + 3.7762615079373063e-07, + 3.7721673606938566e-07, + 3.7680430864384107e-07, + 3.7638906746906287e-07, + 3.759614060072636e-07, + 3.755178568098927e-07, + 3.750805888103059e-07, + 3.7463874491550087e-07, + 3.742033527487365e-07, + 3.73772309103515e-07, + 3.733313462817023e-07, + 3.7290223531272204e-07, + 3.7247400541673414e-07, + 3.7205577996246575e-07, + 3.716399419317895e-07, + 3.7121688478691794e-07, + 3.707970108735026e-07, + 3.70376199043676e-07, + 3.6995993468735833e-07, + 3.6953520066163037e-07, + 3.6911404777129064e-07, + 3.68707361531051e-07, + 3.683160798573226e-07, + 3.6792917512684653e-07, + 3.6753743870576727e-07, + 3.671372041935683e-07, + 3.6674396142188925e-07, + 3.663455174773844e-07, + 3.659413607692841e-07, + 3.6553291238305974e-07, + 3.651100541901542e-07, + 3.646777031462989e-07, + 3.642514627699711e-07, + 3.6382047596816847e-07, + 3.633975040884252e-07, + 3.629780565006513e-07, + 3.6256960811442696e-07, + 3.6216363241692306e-07, + 3.6174921547171834e-07, + 3.613468209096027e-07, + 3.6094314737056266e-07, + 3.6054939300811384e-07, + 3.601555249588273e-07, + 3.5975745049654506e-07, + 3.593607402763155e-07, + 3.589557024952228e-07, + 3.585563774777256e-07, + 3.5816117360809585e-07, + 3.5776378126683994e-07, + 3.5737247117140214e-07, + 3.569837474515225e-07, + 3.5659743957694445e-07, + 3.562174697435694e-07, + 3.5584352531259356e-07, + 3.5547409993341716e-07, + 3.5511428109202825e-07, + 3.547633866674005e-07, + 3.544094795415731e-07, + 3.540496607001842e-07, + 3.5368955764170096e-07, + 3.5332851666680654e-07, + 3.5296901046422136e-07, + 3.5259677133581135e-07, + 3.5222788596911414e-07, + 3.5185763636036427e-07, + 3.514791444558796e-07, + 3.5109641771668976e-07, + 3.507194605845143e-07, + 3.503367338453245e-07, + 3.499510512483539e-07, + 3.4955306205119996e-07, + 3.491587960979814e-07, + 3.4875640153586573e-07, + 3.4834752682399994e-07, + 3.479477754808613e-07, + 3.475568348676461e-07, + 3.4716094887699e-07, + 3.46777682125321e-07, + 3.4640922308426525e-07, + 3.4605315590852115e-07, + 3.4569831086628255e-07, + 3.4535926829448726e-07, + 3.4502514267842344e-07, + 3.4469172760509537e-07, + 3.4435714724168065e-07, + 3.4403333870614006e-07, + 3.437033058162342e-07, + 3.433729602875246e-07, + 3.43042017902917e-07, + 3.4269467619196803e-07, + 3.423438386107591e-07, + 3.419893630507431e-07, + 3.4163574014201004e-07, + 3.41282515137209e-07, + 3.4091848988282436e-07, + 3.4055662467835646e-07, + 3.401903256872174e-07, + 3.398266983367648e-07, + 3.3946980693144724e-07, + 3.391125744656165e-07, + 3.3876028737722663e-07, + 3.384108993031987e-07, + 3.380666271368682e-07, + 3.3772772667362005e-07, + 3.3737828175617324e-07, + 3.3702886526043585e-07, + 3.3668260357444524e-07, + 3.363366829489678e-07, + 3.359863285368192e-07, + 3.3564114687578694e-07, + 3.3529843790347513e-07, + 3.349582300415932e-07, + 3.346191874697979e-07, + 3.3429421364417067e-07, + 3.339737872920523e-07, + 3.336609211146424e-07, + 3.3334947602270404e-07, + 3.330429194647877e-07, + 3.327355386772979e-07, + 3.3242935160160414e-07, + 3.3212762673429097e-07, + 3.318202743685106e-07, + 3.3151249567708874e-07, + 3.3119530939984543e-07, + 3.308831537651713e-07, + 3.305655980057054e-07, + 3.3024895174094127e-07, + 3.299312538729282e-07, + 3.29608724314312e-07, + 3.2927505344559904e-07, + 3.289418657459464e-07, + 3.2860359056030575e-07, + 3.282658269654348e-07, + 3.279281486356922e-07, + 3.2758006796029804e-07, + 3.2724111065363104e-07, + 3.268980037773872e-07, + 3.2654963888489874e-07, + 3.262106247348129e-07, + 3.2587070109002525e-07, + 3.2553677442592743e-07, + 3.251964812989172e-07, + 3.2485849033037084e-07, + 3.2452712162012176e-07, + 3.2420095408269844e-07, + 3.238680506001401e-07, + 3.2354014933844155e-07, + 3.232145786569163e-07, + 3.228948060041148e-07, + 3.225672458029294e-07, + 3.2224471624431317e-07, + 3.219186055503087e-07, + 3.2159042007151584e-07, + 3.2125669235938403e-07, + 3.209295584838401e-07, + 3.205964276276063e-07, + 3.2026215990299534e-07, + 3.199288869382144e-07, + 3.1960649948814535e-07, + 3.192897395365435e-07, + 3.1895430652184587e-07, + 3.186275137068151e-07, + 3.183066041856364e-07, + 3.179820566856506e-07, + 3.176695599904633e-07, + 3.1736112759972457e-07, + 3.17037915920082e-07, + 3.167085935729119e-07, + 3.163878545819898e-07, + 3.160828327963827e-07, + 3.1577448567077226e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0065597910434007645, + 0.007431056350469589, + 0.01561758853495121, + -0.013479250483214855, + -0.003064732998609543, + -0.001030153245665133, + -0.0002509588375687599, + 7.816452853148803e-05, + 0.00025122391525655985, + 0.0003337102825753391, + 0.00037651797174476087, + 0.0003988367097917944, + 0.0004082261002622545, + 0.0004108423599973321, + 0.0004094637406524271, + 0.00040561382775194943, + 0.0004004410875495523, + 0.00039428219315595925, + 0.0003871666849590838, + 0.00037990862620063126, + 0.0003731647739186883, + 0.00036657313467003405, + 0.00036026007728651166, + 0.0003541539772413671, + 0.0003478308208286762, + 0.00034134832094423473, + 0.0003350708575453609, + 0.00032860622741281986, + 0.00032196982647292316, + 0.0003154491714667529, + 0.0003090873942710459, + 0.00030367798171937466, + 0.00029837802867405117, + 0.00029323017224669456, + 0.00028851136448793113, + 0.0002840076631400734, + 0.0002796326298266649, + 0.0002754271263256669, + 0.0002709774998947978, + 0.00026681070448830724, + 0.0002622847678139806, + 0.00025780967553146183, + 0.0002535303065087646, + 0.00024909860803745687, + 0.00024479039711877704, + 0.0002403744583716616, + 0.00023651213268749416, + 0.00023255214910022914, + 0.0002286314993398264, + 0.00022490439005196095, + 0.0002215339191025123, + 0.00021854574151802808, + 0.0002155943075194955, + 0.0002128189807990566, + 0.00021020595158915967, + 0.00020765884255524725, + 0.00020509808382485062, + 0.00020250787201803178, + 0.0002000333770411089, + 0.00019761145813390613, + 0.00019535516912583262, + 0.00019322708249092102, + 0.00019127404084429145, + 0.0001893934968393296, + 0.0001876096212072298, + 0.0001858541218098253, + 0.00018414696387480944, + 0.00018245280080009252, + 0.000180778544745408, + 0.00017915558419190347, + 0.00017755241424310952, + 0.00017593240772839636, + 0.000174305634573102, + 0.00017265792121179402, + 0.00017102058336604387, + 0.00016943032096605748, + 0.00016785648767836392, + 0.00016632323968224227, + 0.0001648080797167495, + 0.00016329590289387852, + 0.0001618143287487328, + 0.00016040069749578834, + 0.0001590018073329702, + 0.0001576180657139048, + 0.00015624272054992616, + 0.00015490177611354738, + 0.00015356777294073254, + 0.00015224907838273793, + 0.00015098502626642585, + 0.0001497726480010897, + 0.00014859063958283514, + 0.00014743655628990382, + 0.00014629132056143135, + 0.00014515494694933295, + 0.0001440303894924, + 0.00014295574510470033, + 0.00014187312626745552, + 0.00014079672109801322, + 0.00013974058674648404, + 0.00013869479880668223, + 0.0001376508007524535, + 0.00013662612764164805, + 0.0001356246939394623, + 0.00013465248048305511, + 0.000133693843963556, + 0.00013274869706947356, + 0.00013182080874685198, + 0.00013090473657939583, + 0.00013001318438909948, + 0.00012912323290947825, + 0.00012824436998926103, + 0.0001273785746889189, + 0.00012653425801545382, + 0.00012568528472911566, + 0.0001248546177521348, + 0.00012402035645209253, + 0.00012320136011112481, + 0.00012237644114065915, + 0.00012157562741776928, + 0.00012079157022526488, + 0.00012003422307316214, + 0.00011928669118788093, + 0.00011855881166411564, + 0.00011783159425249323, + 0.00011709293903550133, + 0.0001163641718449071, + 0.00011563681619009003, + 0.00011491524492157623, + 0.00011419990187278017, + 0.0001135036873165518, + 0.00011282615014351904, + 0.00011215639096917585, + 0.00011149114288855344, + 0.00011082338460255414, + 0.00011017124052159488, + 0.00010952726006507874, + 0.00010889512486755848, + 0.00010827280493685976, + 0.000107652522274293, + 0.00010704881424317136, + 0.00010645236034179106, + 0.00010586441203486174, + 0.00010528069105930626, + 0.00010470944835105911, + 0.0001041458745021373, + 0.0001035824025166221, + 0.00010302772716386244, + 0.00010247459431411698, + 0.00010193282651016489, + 0.00010139904043171555, + 0.00010087013652082533, + 0.00010035348532255739, + 9.983882773667574e-05, + 9.933333058143035e-05, + 9.883168240776286e-05, + 9.831992065301165e-05, + 9.781245171325281e-05, + 9.73022761172615e-05, + 9.679821960162371e-05, + 9.629873238736764e-05, + 9.579402103554457e-05, + 9.531295654596761e-05, + 9.483873873250559e-05, + 9.437716653337702e-05, + 9.392384527018294e-05, + 9.347917512059212e-05, + 9.304927516495809e-05, + 9.26291395444423e-05, + 9.221498476108536e-05, + 9.180611232295632e-05, + 9.140684414887801e-05, + 9.100597526412457e-05, + 9.060715092346072e-05, + 9.01987514225766e-05, + 8.979593985714018e-05, + 8.939726831158623e-05, + 8.900082320906222e-05, + 8.861182141117752e-05, + 8.823285315884277e-05, + 8.78751088748686e-05, + 8.750622509978712e-05, + 8.71266529429704e-05, + 8.675080607645214e-05, + 8.637284190626815e-05, + 8.599503053119406e-05, + 8.561845606891438e-05, + 8.524740405846387e-05, + 8.48902782308869e-05, + 8.45392351038754e-05, + 8.418493234785274e-05, + 8.382890518987551e-05, + 8.34764214232564e-05, + 8.312475983984768e-05, + 8.278289897134528e-05, + 8.243678894359618e-05, + 8.211080421460792e-05, + 8.17893524072133e-05, + 8.147139305947348e-05, + 8.115937816910446e-05, + 8.085398440016434e-05, + 8.054862701101229e-05, + 8.023443660931662e-05, + 7.992633618414402e-05, + 7.961672963574529e-05, + 7.930069114081562e-05, + 7.899503543740138e-05, + 7.869393448345363e-05, + 7.839738100301474e-05, + 7.809962698956951e-05, + 7.780543091939762e-05, + 7.751500379526988e-05, + 7.722664304310456e-05, + 7.693122461205348e-05, + 7.663991709705442e-05, + 7.634902431163937e-05, + 7.605801511090249e-05, + 7.576569623779505e-05, + 7.548039866378531e-05, + 7.519869541283697e-05, + 7.49257524148561e-05, + 7.465760427294299e-05, + 7.438207831000909e-05, + 7.411340629914775e-05, + 7.384042692137882e-05, + 7.35712019377388e-05, + 7.330300286412239e-05, + 7.304207974812016e-05, + 7.279038254637271e-05, + 7.25463978596963e-05, + 7.230427581816912e-05, + 7.206283771665767e-05, + 7.181688852142543e-05, + 7.157258369261399e-05, + 7.131877646315843e-05, + 7.107127021299675e-05, + 7.081861986080185e-05, + 7.056660979287699e-05, + 7.031866698525846e-05, + 7.007991371210665e-05, + 6.985352956689894e-05, + 6.962618499528617e-05, + 6.939888407941908e-05, + 6.917378777870908e-05, + 6.894451507832855e-05, + 6.871757068438455e-05, + 6.84917249600403e-05, + 6.826471508247778e-05, + 6.804583972552791e-05, + 6.782906712032855e-05, + 6.761854456271976e-05, + 6.741099787177518e-05, + 6.720707460772246e-05, + 6.700534140691161e-05, + 6.680862134089693e-05, + 6.66151536279358e-05, + 6.64153485558927e-05, + 6.621816282859072e-05, + 6.601674249395728e-05, + 6.581548950634897e-05, + 6.56110787531361e-05, + 6.540726462844759e-05, + 6.520353781525046e-05, + 6.499909068224952e-05, + 6.479432340711355e-05, + 6.459104042733088e-05, + 6.43875973764807e-05, + 6.418587872758508e-05, + 6.398667756002396e-05, + 6.37890407233499e-05, + 6.359236431308091e-05, + 6.339900573948398e-05, + 6.320944521576166e-05, + 6.302411202341318e-05, + 6.284102710196748e-05, + 6.265703268582001e-05, + 6.247694545891136e-05, + 6.23015730525367e-05, + 6.212887819856405e-05, + 6.195109017426148e-05, + 6.1774167988915e-05, + 6.160028715385124e-05, + 6.143183418316767e-05, + 6.12559451838024e-05, + 6.106773798819631e-05, + 6.088544978410937e-05, + 6.070254312362522e-05, + 6.051950913388282e-05, + 6.033854515408166e-05, + 6.0164962633280084e-05, + 6.000331632094458e-05, + 5.983964365441352e-05, + 5.9677375247702e-05, + 5.951549610472284e-05, + 5.935208173468709e-05, + 5.91908537899144e-05, + 5.902554403292015e-05, + 5.885977589059621e-05, + 5.869604501640424e-05, + 5.853405673406087e-05, + 5.837028948008083e-05, + 5.820908700115979e-05, + 5.8049299695994705e-05, + 5.790007708128542e-05, + 5.775269528385252e-05, + 5.760387648479082e-05, + 5.745968155679293e-05, + 5.731359124183655e-05, + 5.716585656045936e-05, + 5.7017343351617455e-05, + 5.6868935644160956e-05, + 5.672096449416131e-05, + 5.657519432133995e-05, + 5.643113763653673e-05, + 5.628771032206714e-05, + 5.6144104746636e-05, + 5.5998058087425306e-05, + 5.585303733823821e-05, + 5.5707088904455304e-05, + 5.555982352234423e-05, + 5.541600694414228e-05, + 5.527309258468449e-05, + 5.5135136790340766e-05, + 5.5000615247990936e-05, + 5.48684001842048e-05, + 5.473805867950432e-05, + 5.460671673063189e-05, + 5.447409421321936e-05, + 5.4345808166544884e-05, + 5.421826062956825e-05, + 5.409114237409085e-05, + 5.395907646743581e-05, + 5.382666131481528e-05, + 5.3692318033427e-05, + 5.3555952035821974e-05, + 5.341873111319728e-05, + 5.328021143213846e-05, + 5.314510053722188e-05, + 5.301308192429133e-05, + 5.28848213434685e-05, + 5.2756564400624484e-05, + 5.263034472591244e-05, + 5.2504568884614855e-05, + 5.2375638915691525e-05, + 5.22458904015366e-05, + 5.2114362915745005e-05, + 5.1982678996864706e-05, + 5.1853738114004955e-05, + 5.1717339374590665e-05, + 5.158092608326115e-05, + 5.1444705604808405e-05, + 5.131040597916581e-05, + 5.117518230690621e-05, + 5.104220690554939e-05, + 5.090900958748534e-05, + 5.0784467021003366e-05, + 5.065881850896403e-05, + 5.0535050831967965e-05, + 5.041378244641237e-05, + 5.02959628647659e-05, + 5.017624789616093e-05, + 5.0060072680935264e-05, + 4.994279152015224e-05, + 4.982336031389423e-05, + 4.970476220478304e-05, + 4.958348290529102e-05, + 4.945914042764343e-05, + 4.933445597998798e-05, + 4.9203379603568465e-05, + 4.9075137212639675e-05, + 4.895096208201721e-05, + 4.882642315351404e-05, + 4.870578777627088e-05, + 4.85872442368418e-05, + 4.847010859521106e-05, + 4.835093204746954e-05, + 4.823751805815846e-05, + 4.812386760022491e-05, + 4.801171598955989e-05, + 4.7898502089083195e-05, + 4.778750007972121e-05, + 4.7678644477855414e-05, + 4.757932765642181e-05, + 4.747823913930915e-05, + 4.737542985822074e-05, + 4.7271238145185634e-05, + 4.716606781585142e-05, + 4.7057132178451866e-05, + 4.694836388807744e-05, + 4.683545193984173e-05, + 4.672397335525602e-05, + 4.6614113671239465e-05, + 4.650637856684625e-05, + 4.640097540686838e-05, + 4.630164767149836e-05, + 4.620416075340472e-05, + 4.6108089009067044e-05, + 4.6012457460165024e-05, + 4.5916211092844605e-05, + 4.58196627732832e-05, + 4.5724162191618234e-05, + 4.562822505249642e-05, + 4.5531684008892626e-05, + 4.5436328946379945e-05, + 4.5339969801716506e-05, + 4.524414543993771e-05, + 4.515224281931296e-05, + 4.506131517700851e-05, + 4.4967790017835796e-05, + 4.487702972255647e-05, + 4.478759365156293e-05, + 4.469933992368169e-05, + 4.461151547729969e-05, + 4.452442954061553e-05, + 4.4435746531235054e-05, + 4.4349770178087056e-05, + 4.426285158842802e-05, + 4.41728625446558e-05, + 4.408109816722572e-05, + 4.398580495035276e-05, + 4.3888612708542496e-05, + 4.379215897643007e-05, + 4.3695225031115115e-05, + 4.359856029623188e-05, + 4.350180097389966e-05, + 4.340555096860044e-05, + 4.331608579377644e-05, + 4.322628228692338e-05, + 4.313753015594557e-05, + 4.3049545638496056e-05, + 4.296352562960237e-05, + 4.28768435085658e-05, + 4.278806227375753e-05, + 4.269788769306615e-05, + 4.26079859607853e-05, + 4.2518026020843536e-05, + 4.242882278049365e-05, + 4.2341060179751366e-05, + 4.2254072468494996e-05, + 4.2168601794401184e-05, + 4.208460450172424e-05, + 4.20020951423794e-05, + 4.19209900428541e-05, + 4.1841576603474095e-05, + 4.1760042222449556e-05, + 4.168001760262996e-05, + 4.1601302655180916e-05, + 4.152470137341879e-05, + 4.144578269915655e-05, + 4.136804273002781e-05, + 4.128910222789273e-05, + 4.120888843317516e-05, + 4.11265209550038e-05, + 4.1045630496228114e-05, + 4.0963594074128196e-05, + 4.0879622247302905e-05, + 4.0792670915834606e-05, + 4.070647628395818e-05, + 4.062429070472717e-05, + 4.0545142837800086e-05, + 4.046492904308252e-05, + 4.038251790916547e-05, + 4.0304559661308303e-05, + 4.022921348223463e-05, + 4.0153525333153084e-05, + 4.0075956349028274e-05, + 3.999785985797644e-05, + 3.99200725951232e-05, + 3.9845264836912975e-05, + 3.9769358409103006e-05, + 3.969299723394215e-05, + 3.9617527363589033e-05, + 3.954326166422106e-05, + 3.946735159843229e-05, + 3.939247108064592e-05, + 3.9318270864896476e-05, + 3.9244619983946905e-05, + 3.917328285751864e-05, + 3.9102178561734036e-05, + 3.903029937646352e-05, + 3.895876579917967e-05, + 3.888807259500027e-05, + 3.881637894664891e-05, + 3.874374306178652e-05, + 3.8669328205287457e-05, + 3.859623393509537e-05, + 3.852443478535861e-05, + 3.8451285945484415e-05, + 3.837754775304347e-05, + 3.830313653452322e-05, + 3.8229936762945727e-05, + 3.815650779870339e-05, + 3.808337351074442e-05, + 3.8009031413821504e-05, + 3.793681025854312e-05, + 3.7863886973354965e-05, + 3.7790585338370875e-05, + 3.7718018575105816e-05, + 3.764756547752768e-05, + 3.7576068280031905e-05, + 3.750510950339958e-05, + 3.743372508324683e-05, + 3.736641883733682e-05, + 3.729993841261603e-05, + 3.7234884075587615e-05, + 3.716953506227583e-05, + 3.710629971465096e-05, + 3.704380651470274e-05, + 3.698069849633612e-05, + 3.6916306271450594e-05, + 3.6852870834991336e-05, + 3.67883185390383e-05, + 3.672667298815213e-05, + 3.666574411909096e-05, + 3.660386209958233e-05, + 3.654288957477547e-05, + 3.648503479780629e-05, + 3.642863157438114e-05, + 3.637152985902503e-05, + 3.631348954513669e-05, + 3.6255565646570176e-05, + 3.6200337490299717e-05, + 3.6144225305179134e-05, + 3.608809856814332e-05, + 3.603074583224952e-05, + 3.597535032895394e-05, + 3.5919387300964445e-05, + 3.586193997762166e-05, + 3.5803204809781164e-05, + 3.574208676582202e-05, + 3.5681641747942194e-05, + 3.561943594831973e-05, + 3.555763396434486e-05, + 3.5492805182002485e-05, + 3.5428431147011e-05, + 3.536527947289869e-05, + 3.5302018659422174e-05, + 3.524035128066316e-05, + 3.5179753467673436e-05, + 3.51199196302332e-05, + 3.5061169910477474e-05, + 3.500358070596121e-05, + 3.494745760690421e-05, + 3.4892484109150246e-05, + 3.4839347790693864e-05, + 3.478553844615817e-05, + 3.473052129265852e-05, + 3.4675253118621185e-05, + 3.4619177313288674e-05, + 3.4561071515781805e-05, + 3.4501903428463265e-05, + 3.444259345997125e-05, + 3.438048588577658e-05, + 3.431773075135425e-05, + 3.4253498597536236e-05, + 3.418922642595135e-05, + 3.41261547873728e-05, + 3.406342875678092e-05, + 3.4000644518528134e-05, + 3.3940450521185994e-05, + 3.3879856346175075e-05, + 3.3821765100583434e-05, + 3.376481618033722e-05, + 3.370915510458872e-05, + 3.3653304853942245e-05, + 3.359852053108625e-05, + 3.354433283675462e-05, + 3.349040343891829e-05, + 3.3435699151596054e-05, + 3.338039095979184e-05, + 3.3327069104416296e-05, + 3.327153535792604e-05, + 3.3216063457075506e-05, + 3.315960202598944e-05, + 3.3103307941928506e-05, + 3.304763959022239e-05, + 3.299064701423049e-05, + 3.2934687624219805e-05, + 3.2878910133149475e-05, + 3.282204852439463e-05, + 3.2765452488092706e-05, + 3.2711475796531886e-05, + 3.2657499104971066e-05, + 3.260378434788436e-05, + 3.255039337091148e-05, + 3.249866495025344e-05, + 3.2448147976538166e-05, + 3.239895886508748e-05, + 3.2348980312235653e-05, + 3.229935100534931e-05, + 3.224888496333733e-05, + 3.2199182896874845e-05, + 3.214941170881502e-05, + 3.210083013982512e-05, + 3.205243410775438e-05, + 3.2003867090679705e-05, + 3.195637691533193e-05, + 3.1909112294670194e-05, + 3.1862178730079904e-05, + 3.18166239594575e-05, + 3.1771789508638903e-05, + 3.172453580191359e-05, + 3.1677893275627866e-05, + 3.163280780427158e-05, + 3.158840991090983e-05, + 3.154338992317207e-05, + 3.149809344904497e-05, + 3.1451643735636026e-05, + 3.1405463232658803e-05, + 3.136018858640455e-05, + 3.1313345971284434e-05, + 3.126681622234173e-05, + 3.1220104574458674e-05, + 3.1173032766673714e-05, + 3.112627018708736e-05, + 3.108058081124909e-05, + 3.1035382562549785e-05, + 3.09912720695138e-05, + 3.094877320108935e-05, + 3.0906037864042446e-05, + 3.086345168412663e-05, + 3.082154580624774e-05, + 3.078035661019385e-05, + 3.073916377616115e-05, + 3.0698040063725784e-05, + 3.0657360184704885e-05, + 3.0616305593866855e-05, + 3.057541835005395e-05, + 3.053454202017747e-05, + 3.049350925721228e-05, + 3.045261837542057e-05, + 3.0412249543587677e-05, + 3.0371680622920394e-05, + 3.0330893423524685e-05, + 3.0289940696093254e-05, + 3.025002843060065e-05, + 3.0209212127374485e-05, + 3.016917071363423e-05, + 3.0128796424833126e-05, + 3.0088865969446488e-05, + 3.0047287509660237e-05, + 3.000543983944226e-05, + 2.996444709424395e-05, + 2.992352528963238e-05, + 2.9884236937505193e-05, + 2.9844337404938415e-05, + 2.9805585654685274e-05, + 2.9766188163193874e-05, + 2.972737820527982e-05, + 2.968930857605301e-05, + 2.965201565530151e-05, + 2.9614133381983265e-05, + 2.9575552616734058e-05, + 2.9537728551076725e-05, + 2.949953886854928e-05, + 2.9462369639077224e-05, + 2.94241399387829e-05, + 2.9386141250142828e-05, + 2.934716576419305e-05, + 2.9308443117770366e-05, + 2.9270269806147553e-05, + 2.923178362834733e-05, + 2.919340658991132e-05, + 2.915523509727791e-05, + 2.911801311711315e-05, + 2.9080494641675614e-05, + 2.9043027097941376e-05, + 2.9006005206611007e-05, + 2.8969367122044787e-05, + 2.8932990971952677e-05, + 2.8897346055600792e-05, + 2.8861868486274034e-05, + 2.8826740162912756e-05, + 2.8792150260414928e-05, + 2.8758875487255864e-05, + 2.8726019081659615e-05, + 2.869250783987809e-05, + 2.8658092560363002e-05, + 2.862278779502958e-05, + 2.8588408895302564e-05, + 2.8553362426464446e-05, + 2.8518150429590605e-05, + 2.8482343623181805e-05, + 2.8445776479202323e-05, + 2.840964043571148e-05, + 2.8374604880809784e-05, + 2.8340342396404594e-05, + 2.8305845262366347e-05, + 2.8271626433706842e-05, + 2.8237740480108187e-05, + 2.8204287445987575e-05, + 2.8170834411866963e-05, + 2.8137741537648253e-05, + 2.8104406737838872e-05, + 2.807126111292746e-05, + 2.8037627998855896e-05, + 2.8004333216813393e-05, + 2.7971293093287386e-05, + 2.7938631319557317e-05, + 2.790703729260713e-05, + 2.7874353691004217e-05, + 2.7841861083288677e-05, + 2.7809879611595534e-05, + 2.7778762159869075e-05, + 2.7747686544898897e-05, + 2.7716450858861208e-05, + 2.7685469831340015e-05, + 2.765408316918183e-05, + 2.762377516773995e-05, + 2.7592817787081003e-05, + 2.7561714887269773e-05, + 2.7530411898624152e-05, + 2.7498470444697887e-05, + 2.7465981474961154e-05, + 2.7433003197074868e-05, + 2.7399693863117136e-05, + 2.7367012080503628e-05, + 2.7334650440025143e-05, + 2.730149390117731e-05, + 2.7268481062492356e-05, + 2.7236454116064124e-05, + 2.7205111109651625e-05, + 2.717355528147891e-05, + 2.7142568796989508e-05, + 2.7111080271424726e-05, + 2.7079304345534183e-05, + 2.7047806725022383e-05, + 2.701691300899256e-05, + 2.6985611839336343e-05, + 2.6953724955092184e-05, + 2.6921834432869218e-05, + 2.6889729269896634e-05, + 2.685851177375298e-05, + 2.6827487090486102e-05, + 2.6796469683176838e-05, + 2.67645427811658e-05, + 2.673276685527526e-05, + 2.6700650778366253e-05, + 2.6668891223380342e-05, + 2.663628947630059e-05, + 2.660360223671887e-05, + 2.6569849069346674e-05, + 2.6536901714280248e-05, + 2.650463648024015e-05, + 2.6472862373339012e-05, + 2.6441361114848405e-05, + 2.64102200162597e-05, + 2.637930265336763e-05, + 2.634869269968476e-05, + 2.6319223252357915e-05, + 2.6289619199815206e-05, + 2.6258865545969456e-05, + 2.622793363116216e-05, + 2.6197201805189252e-05, + 2.616700658109039e-05, + 2.6137320674024522e-05, + 2.6107671146746725e-05, + 2.6077810616698116e-05, + 2.6047457140521146e-05, + 2.601817323011346e-05, + 2.598940955067519e-05, + 2.596085141703952e-05, + 2.593153840280138e-05, + 2.590167787275277e-05, + 2.587203744042199e-05, + 2.5842638933681883e-05, + 2.581302214821335e-05, + 2.57837564276997e-05, + 2.5754508897080086e-05, + 2.5725006707943976e-05, + 2.5695622753119096e-05, + 2.5666906367405318e-05, + 2.5637860744609497e-05, + 2.560910979809705e-05, + 2.558114647399634e-05, + 2.555346509325318e-05, + 2.5525847377139144e-05, + 2.5498273316770792e-05, + 2.546986252127681e-05, + 2.5441406251047738e-05, + 2.5413026378373615e-05, + 2.5384828404639848e-05, + 2.5355757315992378e-05, + 2.5325320166302845e-05, + 2.5295186787843704e-05, + 2.5265411750297062e-05, + 2.52363952313317e-05, + 2.520767338864971e-05, + 2.5178949726978317e-05, + 2.5150042347377166e-05, + 2.5121385988313705e-05, + 2.5093600925174542e-05, + 2.506612509023398e-05, + 2.5038441890501417e-05, + 2.5011002435348928e-05, + 2.498454341548495e-05, + 2.4958651920314878e-05, + 2.4932754968176596e-05, + 2.4907150873332284e-05, + 2.4882163415895775e-05, + 2.4856435629772022e-05, + 2.4831100745359436e-05, + 2.4805523935356177e-05, + 2.4779477826086804e-05, + 2.4752489480306394e-05, + 2.4725788534851745e-05, + 2.4697665139683522e-05, + 2.4669971026014537e-05, + 2.464202952978667e-05, + 2.4614304493297823e-05, + 2.4587199732195586e-05, + 2.455984940752387e-05, + 2.4533765099477023e-05, + 2.450731881253887e-05, + 2.4482527805957943e-05, + 2.4457514882669784e-05, + 2.4432318241451867e-05, + 2.4407487217104062e-05, + 2.4382352421525866e-05, + 2.435775240883231e-05, + 2.4332877728738822e-05, + 2.4308341380674392e-05, + 2.4282635422423482e-05, + 2.425681486784015e-05, + 2.4230828785221092e-05, + 2.4204831788665615e-05, + 2.4178578314604238e-05, + 2.415258677501697e-05, + 2.4125996787915938e-05, + 2.409912303846795e-05, + 2.4073029635474086e-05, + 2.4046748876571655e-05, + 2.4020284399739467e-05, + 2.399303048150614e-05, + 2.3964763386175036e-05, + 2.3936896468512714e-05, + 2.3908740331535228e-05, + 2.388099346717354e-05, + 2.3853524908190593e-05, + 2.382542152190581e-05, + 2.3798073016223498e-05, + 2.3770784537191503e-05, + 2.3744127247482538e-05, + 2.3717624571872875e-05, + 2.3690665329922922e-05, + 2.3663907995796762e-05, + 2.363709245400969e-05, + 2.3610562493558973e-05, + 2.3583494112244807e-05, + 2.3556653104606085e-05, + 2.3530732505605556e-05, + 2.3505795979872346e-05, + 2.3481135940528475e-05, + 2.3456170310964808e-05, + 2.343066080356948e-05, + 2.340560058655683e-05, + 2.3380205675493926e-05, + 2.3354448785539716e-05, + 2.3328417228185572e-05, + 2.3301467081182636e-05, + 2.3273909391718917e-05, + 2.3246744603966363e-05, + 2.321927786397282e-05, + 2.3192322260001674e-05, + 2.316558857273776e-05, + 2.313955883437302e-05, + 2.311368371010758e-05, + 2.308727016497869e-05, + 2.3061622414388694e-05, + 2.3035892809275538e-05, + 2.3010799850453623e-05, + 2.2985695977695286e-05, + 2.296032471349463e-05, + 2.2935042579774745e-05, + 2.2909227482159622e-05, + 2.2883774363435805e-05, + 2.2858586817164905e-05, + 2.2833259208709933e-05, + 2.2808319044997916e-05, + 2.2783542590332218e-05, + 2.2758922568755224e-05, + 2.2734704543836415e-05, + 2.2710872144671157e-05, + 2.268732714583166e-05, + 2.2664393327431753e-05, + 2.2642027033725753e-05, + 2.2619467927142978e-05, + 2.2596535927732475e-05, + 2.2573585738427937e-05, + 2.255057370348368e-05, + 2.252765989396721e-05, + 2.2503934815176763e-05, + 2.2480420739157125e-05, + 2.245682117063552e-05, + 2.2432695914176293e-05, + 2.2408299628295936e-05, + 2.23842725972645e-05, + 2.235987994936295e-05, + 2.233529812656343e-05, + 2.230993050034158e-05, + 2.228479934274219e-05, + 2.225914977316279e-05, + 2.2233089111978188e-05, + 2.2207608708413318e-05, + 2.2182692191563547e-05, + 2.215745917055756e-05, + 2.2133030142867938e-05, + 2.210954698966816e-05, + 2.2086847820901312e-05, + 2.2064230506657623e-05, + 2.2042619093554094e-05, + 2.2021320546627976e-05, + 2.2000067474436946e-05, + 2.1978743461659178e-05, + 2.1958103388897143e-05, + 2.193706859543454e-05, + 2.1916011974099092e-05, + 2.1894918972975574e-05, + 2.187277641496621e-05, + 2.1850413759239018e-05, + 2.1827816453878768e-05, + 2.180527735617943e-05, + 2.1782763724331744e-05, + 2.175955887651071e-05, + 2.1736492271884345e-05, + 2.171314372390043e-05, + 2.1689964341931045e-05, + 2.1667214241460897e-05, + 2.1644440494128503e-05, + 2.162198506994173e-05, + 2.1599713363684714e-05, + 2.157777089450974e-05, + 2.155616857635323e-05, + 2.1533893232117407e-05, + 2.151162152586039e-05, + 2.1489549908437766e-05, + 2.146749829989858e-05, + 2.144516292901244e-05, + 2.1423162252176553e-05, + 2.140131800842937e-05, + 2.1379632016760297e-05, + 2.1358018784667365e-05, + 2.1337304133339785e-05, + 2.1316880520316772e-05, + 2.1296935301506892e-05, + 2.127708103216719e-05, + 2.1257537810015492e-05, + 2.12379454751499e-05, + 2.1218427718849853e-05, + 2.1199195543886162e-05, + 2.117960320902057e-05, + 2.1159983589313924e-05, + 2.113976370310411e-05, + 2.1119863959029317e-05, + 2.109962224494666e-05, + 2.1079438738524914e-05, + 2.1059186110505834e-05, + 2.103862789226696e-05, + 2.1017356630181894e-05, + 2.0996118109906092e-05, + 2.0974552171537653e-05, + 2.095302079396788e-05, + 2.093149487336632e-05, + 2.090930320264306e-05, + 2.088769724650774e-05, + 2.0865825717919506e-05, + 2.0843617676291615e-05, + 2.0822006263188086e-05, + 2.0800336642423645e-05, + 2.077905082842335e-05, + 2.0757357560796663e-05, + 2.073580981232226e-05, + 2.071468588837888e-05, + 2.0693894839496352e-05, + 2.0672674509114586e-05, + 2.0651770682889037e-05, + 2.063101601379458e-05, + 2.0610628780559637e-05, + 2.0589748601196334e-05, + 2.056918674497865e-05, + 2.0548397515085526e-05, + 2.052747549896594e-05, + 2.050620059890207e-05, + 2.0485345885390416e-05, + 2.0464109184104018e-05, + 2.0442797904252075e-05, + 2.042155210801866e-05, + 2.040099752775859e-05, + 2.038080492638983e-05, + 2.0359422705951147e-05, + 2.0338589820312336e-05, + 2.0318131646490656e-05, + 2.0297442461014725e-05, + 2.027752088906709e-05, + 2.025785761361476e-05, + 2.023725028266199e-05, + 2.0216255506966263e-05, + 2.01958064280916e-05, + 2.01763632503571e-05, + 2.015670543187298e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.979468047618866, + 0.9814197421073914, + 1.0, + 0.9787147641181946, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9255431890487671, + 0.9807544350624084, + 0.9678179621696472, + 0.9817517995834351, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8933642506599426, + 1.0, + 1.0, + 0.9551361203193665, + 0.9912536144256592, + 1.0, + 0.9970826506614685, + 1.0, + 0.9754800796508789, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9201778173446655, + 1.0, + 1.0, + 0.999178409576416, + 0.9514902830123901, + 0.9226613640785217, + 1.0, + 0.9746400713920593, + 0.9735115170478821, + 1.0, + 1.0, + 1.0, + 0.9920738935470581, + 1.0, + 0.9613866209983826, + 0.9710177779197693, + 0.9424206614494324, + 0.9867830872535706, + 0.9709376096725464, + 1.0, + 0.9943107962608337, + 1.0, + 1.0, + 0.9908952116966248, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975186586380005, + 1.0, + 0.9975456595420837, + 1.0, + 1.0, + 1.0, + 0.976277768611908, + 1.0, + 1.0, + 1.0, + 0.9970346093177795, + 1.0, + 1.0, + 0.9797520637512207, + 0.9793336391448975, + 0.9948319792747498, + 0.9958873987197876, + 1.0, + 1.0, + 1.0, + 0.9741867780685425, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9959790706634521, + 0.9888978600502014, + 1.0, + 1.0, + 0.9993925094604492, + 1.0, + 0.9903205037117004, + 1.0, + 1.0, + 1.0, + 0.9918489456176758, + 1.0, + 0.9950999617576599, + 1.0, + 0.9984574317932129, + 1.0, + 0.9886898994445801, + 0.9954241514205933, + 0.9816127419471741, + 1.0, + 0.9889083504676819, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887231588363647, + 0.9882267117500305, + 1.0, + 1.0, + 1.0, + 0.9915162324905396, + 1.0, + 0.996190071105957, + 0.9989073276519775, + 1.0, + 0.9873805642127991, + 1.0, + 0.9996355175971985, + 1.0, + 0.9922143816947937, + 1.0, + 1.0, + 0.9978417158126831, + 1.0, + 0.9926890730857849, + 0.9983832836151123, + 1.0, + 0.9896057844161987, + 1.0, + 0.9948000311851501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9665568470954895, + 0.9982955455780029, + 0.9854874610900879, + 0.9941094517707825, + 0.9926803708076477, + 0.9780547618865967, + 0.9883324503898621, + 0.9967308640480042, + 0.9989067316055298, + 0.9870484471321106, + 1.0, + 1.0, + 1.0, + 0.9973762631416321, + 1.0, + 1.0, + 0.9919818043708801, + 0.9854155778884888, + 0.9536376595497131, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968339204788208, + 0.9727516174316406, + 0.9931259751319885, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9822731018066406, + 1.0, + 0.9520198106765747, + 0.9956702589988708, + 0.9986083507537842, + 0.9905940294265747, + 0.987866997718811, + 1.0, + 1.0, + 0.9899796843528748, + 1.0, + 1.0, + 0.9765534400939941, + 0.9944593906402588, + 0.9940908551216125, + 1.0, + 0.9973185062408447, + 0.9963032007217407, + 1.0, + 1.0, + 0.9954449534416199, + 1.0, + 1.0, + 1.0, + 0.9852778315544128, + 0.9966259002685547, + 0.9777527451515198, + 0.9917559623718262, + 1.0, + 0.9839640855789185, + 1.0, + 0.9952312707901001, + 1.0, + 0.9815697073936462, + 0.972968578338623, + 0.9773748517036438, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9836812019348145, + 1.0, + 1.0, + 0.9930726885795593, + 0.9711673259735107, + 0.9559457898139954, + 1.0, + 1.0, + 0.9981993436813354, + 1.0, + 0.9979236721992493, + 1.0, + 1.0, + 0.9718331694602966, + 0.9982189536094666, + 0.9785887598991394, + 0.9932040572166443, + 0.9898197054862976, + 0.9964593052864075, + 0.9820643663406372, + 0.9903514385223389, + 1.0, + 0.9939810037612915, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992389678955078, + 0.9951256513595581, + 0.9996938705444336, + 1.0, + 0.9905328750610352, + 0.9876676201820374, + 0.98517245054245, + 0.9949302673339844, + 1.0, + 0.9856828451156616, + 0.9805266857147217, + 0.991372287273407, + 1.0, + 1.0, + 0.9900395274162292, + 0.9752475023269653, + 1.0, + 1.0, + 0.9758670330047607, + 1.0, + 1.0, + 0.9960767030715942, + 0.9661560654640198, + 0.9379435777664185, + 1.0, + 0.9979466199874878, + 1.0, + 1.0, + 0.9931750893592834, + 1.0, + 1.0, + 0.9949048757553101, + 0.996083676815033, + 1.0, + 0.9910860061645508, + 0.997901439666748, + 0.9399128556251526, + 0.9937669634819031, + 1.0, + 0.9748297929763794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912590980529785, + 0.994430661201477, + 1.0, + 1.0, + 1.0, + 0.9992470741271973, + 1.0, + 1.0, + 0.9828571081161499, + 1.0, + 0.9712284207344055, + 0.9809669852256775, + 0.9888906478881836, + 0.9914556741714478, + 1.0, + 1.0, + 0.972864031791687, + 0.9998405575752258, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815674424171448, + 0.9830848574638367, + 0.9773986339569092, + 1.0, + 0.9902105927467346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985230565071106, + 1.0, + 1.0, + 1.0, + 0.9923874139785767, + 1.0, + 0.9898212552070618, + 1.0, + 0.9408918619155884, + 1.0, + 0.9909626245498657, + 0.9860438704490662, + 0.9771580696105957, + 1.0, + 0.9760034084320068, + 1.0, + 1.0, + 0.9988937973976135, + 1.0, + 1.0, + 1.0, + 1.0, + 0.984853982925415, + 0.9745752215385437, + 1.0, + 0.9747825264930725, + 0.9886172413825989, + 0.9941122531890869, + 1.0, + 0.9573209881782532, + 1.0, + 0.9925393462181091, + 1.0, + 0.9861184358596802, + 0.9861910939216614, + 0.9172104597091675, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993224561214447, + 0.9912835359573364, + 0.9866191148757935, + 0.9838542938232422, + 0.9474858641624451, + 0.9865595102310181, + 0.9904494285583496, + 1.0, + 1.0, + 1.0, + 0.9941626191139221, + 1.0, + 1.0, + 0.9927467107772827, + 1.0, + 0.9995928406715393, + 0.9638832807540894, + 0.994224488735199, + 1.0, + 0.9754660725593567, + 0.9901643991470337, + 0.9914857149124146, + 0.9998568296432495, + 0.9962782859802246, + 1.0, + 0.9740204811096191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997886061668396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9346445202827454, + 1.0, + 0.9932633638381958, + 0.9963480234146118, + 0.9824584126472473, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967713952064514, + 0.9889124035835266, + 0.9962207078933716, + 0.9874810576438904, + 0.9875783920288086, + 0.9870331883430481, + 0.9876510500907898, + 0.9839053153991699, + 1.0, + 0.9861075282096863, + 0.9881711602210999, + 0.9775386452674866, + 1.0, + 0.9894974231719971, + 1.0, + 1.0, + 1.0, + 0.9868749976158142, + 1.0, + 1.0, + 1.0, + 0.996633768081665, + 0.958304226398468, + 0.9677929282188416, + 1.0, + 1.0, + 0.9505671262741089, + 0.9709835648536682, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9661830067634583, + 1.0, + 1.0, + 0.9929603338241577, + 0.9885572195053101, + 1.0, + 0.9910561442375183, + 0.9955494403839111, + 0.9971439242362976, + 0.9732254147529602, + 1.0, + 1.0, + 0.9996222853660583, + 0.9926961660385132, + 1.0, + 1.0, + 1.0, + 0.9869234561920166, + 0.9869911670684814, + 1.0, + 1.0, + 1.0, + 0.9883896708488464, + 1.0, + 1.0, + 1.0, + 0.9763968586921692, + 1.0, + 1.0, + 0.9947572946548462, + 0.9753666520118713, + 1.0, + 0.9971198439598083, + 1.0, + 0.9471878409385681, + 0.9922761917114258, + 0.9827292561531067, + 1.0, + 0.9716633558273315, + 0.99229896068573, + 1.0, + 1.0, + 0.9892249703407288, + 1.0, + 0.9591812491416931, + 0.9922969341278076, + 1.0, + 0.9892687201499939, + 0.9525731801986694, + 0.9785487055778503, + 1.0, + 1.0, + 1.0, + 0.9570144414901733, + 1.0, + 1.0, + 1.0, + 0.9694103002548218, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930804967880249, + 1.0, + 0.9976752400398254, + 1.0, + 0.9974568486213684, + 0.9853675365447998, + 1.0, + 0.9792039394378662, + 0.9868691563606262, + 0.991553783416748, + 0.9859976768493652, + 0.9842603206634521, + 0.9783576726913452, + 0.9832862019538879, + 0.9701287746429443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859655499458313, + 0.9991747736930847, + 1.0, + 0.963141679763794, + 1.0, + 0.9628888368606567, + 0.9844518899917603, + 0.981648325920105, + 1.0, + 0.9848178029060364, + 0.9931483268737793, + 0.999080240726471, + 1.0, + 1.0, + 0.9679393768310547, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930362105369568, + 1.0, + 0.9859405755996704, + 1.0, + 1.0, + 0.9997923374176025, + 0.9578312039375305, + 1.0, + 0.9992439150810242, + 0.9979465007781982, + 0.9727064967155457, + 0.9804031252861023, + 0.9773991703987122, + 1.0, + 0.9966962337493896, + 1.0, + 0.9885791540145874, + 1.0, + 0.9797183275222778, + 0.9998850226402283, + 1.0, + 0.9813864231109619, + 0.9989527463912964, + 0.9966219663619995, + 0.9739364981651306, + 0.9876394271850586, + 1.0, + 0.990693986415863, + 0.9699640274047852, + 0.988044023513794, + 1.0, + 1.0, + 1.0, + 0.997825562953949, + 0.9838284254074097, + 1.0, + 0.9968565106391907, + 1.0, + 1.0, + 0.9972372651100159, + 0.980607271194458, + 0.9927675127983093, + 0.9793967008590698, + 0.9666433334350586, + 1.0, + 0.999880850315094, + 0.9872466921806335, + 0.9861161708831787, + 1.0, + 1.0, + 0.9923245906829834, + 1.0, + 0.9990299940109253, + 1.0, + 1.0, + 0.9997597336769104, + 0.990504801273346, + 1.0, + 1.0, + 1.0, + 0.9777277708053589, + 1.0, + 0.9841739535331726, + 1.0, + 0.9921699166297913, + 1.0, + 1.0, + 0.9828876256942749, + 1.0, + 0.9631633758544922, + 1.0, + 0.9743078351020813, + 1.0, + 0.9883116483688354, + 0.9839923977851868, + 0.9825178980827332, + 1.0, + 1.0, + 0.9833807945251465, + 1.0, + 0.9762812852859497, + 1.0, + 0.9972780346870422, + 1.0, + 0.996770441532135, + 0.9888914823532104, + 1.0, + 1.0, + 0.9978024363517761, + 0.9780921339988708, + 1.0, + 1.0, + 0.9911088943481445, + 0.9926818609237671, + 0.9958382844924927, + 0.9828059673309326, + 0.9981776475906372, + 0.9930623769760132, + 0.9874984622001648, + 0.964751124382019, + 0.9900938868522644, + 1.0, + 1.0, + 1.0, + 0.9766159057617188, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912171363830566, + 0.9724971055984497, + 0.9807124137878418, + 1.0, + 0.9948619604110718, + 0.9930338859558105, + 0.9900822043418884, + 1.0, + 0.9919610619544983, + 1.0, + 0.9970827698707581, + 1.0, + 0.9928117990493774, + 0.9951732158660889, + 0.9912695288658142, + 0.9700306057929993, + 1.0, + 0.9969608783721924, + 0.9868308901786804, + 0.9756579399108887, + 1.0, + 1.0, + 0.994352400302887, + 1.0, + 0.9683151245117188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840796589851379, + 0.99301677942276, + 1.0, + 0.9985172748565674, + 0.9729265570640564, + 0.9813315868377686, + 1.0, + 0.9845935106277466, + 1.0, + 1.0, + 0.9940475225448608, + 0.9835622906684875, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9750085473060608, + 0.9968541860580444, + 1.0, + 1.0, + 0.9981926083564758, + 1.0, + 0.9917384386062622, + 1.0, + 1.0, + 1.0, + 0.9792125225067139, + 0.9823094010353088, + 0.9875574111938477, + 0.9943633079528809, + 0.9913305044174194, + 0.9956272840499878, + 0.9927927851676941, + 0.9654037952423096, + 1.0, + 1.0, + 1.0, + 0.9963365197181702, + 0.9852925539016724, + 0.985864520072937, + 1.0, + 1.0, + 1.0, + 0.9676198959350586, + 0.9848206639289856, + 0.9954460263252258, + 1.0, + 1.0, + 0.9953135848045349, + 0.9946187734603882, + 1.0, + 0.9908503293991089, + 1.0, + 1.0, + 0.9987779259681702, + 0.9799777269363403, + 1.0, + 0.992501437664032, + 0.9751917123794556, + 0.9925994277000427, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998878836631775, + 0.9962988495826721, + 1.0, + 1.0, + 0.9929475784301758, + 0.9910173416137695, + 0.9772343039512634, + 0.9926661849021912, + 1.0, + 1.0, + 0.9940949082374573, + 0.9721351861953735, + 0.9915565252304077, + 1.0, + 0.993789553642273, + 0.9667448401451111, + 0.9809534549713135, + 1.0, + 0.9910808801651001, + 0.9782119393348694, + 1.0, + 0.9869825839996338, + 1.0, + 1.0, + 1.0, + 0.9919193387031555, + 1.0, + 0.9875303506851196, + 1.0, + 0.9950284957885742, + 0.980227530002594, + 1.0, + 0.9561628699302673, + 1.0, + 0.9395743012428284, + 1.0, + 1.0, + 0.9879351854324341, + 1.0, + 0.9812012314796448, + 1.0, + 0.9888197779655457, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926859140396118, + 1.0, + 1.0, + 0.9735223054885864, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886574745178223, + 1.0, + 0.9882892370223999, + 0.9926928877830505, + 1.0, + 0.9758603572845459, + 1.0, + 0.9794499278068542, + 0.9969592690467834, + 1.0, + 0.9952166676521301, + 1.0, + 0.9920294880867004, + 1.0, + 0.994404673576355, + 0.9683119654655457, + 0.9646242260932922, + 0.9913337826728821, + 1.0, + 1.0, + 0.98503178358078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887021780014038, + 1.0, + 0.9841683506965637, + 0.9946063160896301, + 0.9765008687973022, + 0.9966874122619629, + 1.0, + 0.9736440181732178, + 1.0, + 0.97796630859375, + 1.0, + 1.0, + 0.9993135333061218, + 1.0, + 0.9886876344680786, + 0.9922428131103516, + 1.0, + 0.9874006509780884, + 0.996073842048645, + 0.9963538646697998, + 0.9862525463104248, + 0.986662745475769, + 0.990446150302887, + 0.9763981699943542, + 0.9775091409683228, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998137354850769, + 1.0, + 0.9935091137886047, + 1.0, + 1.0, + 1.0, + 0.9875035881996155, + 1.0, + 1.0, + 1.0, + 0.9935070872306824, + 1.0, + 1.0, + 0.9804942607879639, + 0.9807363152503967, + 1.0, + 0.9708061814308167, + 0.9638767838478088, + 0.968897819519043, + 0.9990031123161316, + 0.9578884840011597, + 0.9877070188522339, + 1.0, + 1.0, + 0.9701195359230042, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966142177581787, + 1.0, + 0.9953510165214539, + 0.9840261936187744, + 1.0, + 0.9885547161102295, + 0.9943546056747437, + 0.9877790808677673, + 0.9868485331535339, + 1.0, + 1.0, + 0.9936166405677795, + 1.0, + 1.0, + 0.9877416491508484, + 0.9953221678733826, + 0.9952042698860168, + 0.9990362524986267, + 0.9608334898948669, + 0.9882530570030212, + 0.9786650538444519, + 0.9978199005126953, + 0.9863712191581726, + 1.0, + 0.9983206391334534, + 0.9874895811080933, + 1.0, + 1.0, + 1.0, + 0.9865204691886902, + 1.0, + 0.9993999600410461, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9762606024742126, + 1.0, + 1.0, + 0.9756658673286438, + 1.0, + 0.9847541451454163, + 1.0, + 0.9957858324050903, + 0.9829821586608887, + 0.986626386642456, + 1.0, + 0.9874796271324158, + 0.9953142404556274, + 0.9846763610839844, + 1.0, + 0.9871256351470947, + 1.0, + 1.0, + 1.0, + 0.9826989769935608, + 1.0, + 1.0, + 0.9995604753494263, + 0.969835638999939, + 0.9849473237991333, + 1.0, + 0.9767583608627319, + 0.984551191329956, + 1.0, + 0.9652197360992432, + 0.9894018769264221, + 1.0, + 1.0, + 0.976475715637207, + 0.9532403349876404, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_df_eval.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..8769b7d53638733a3facb52dcb3475e477ecd366 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +165.0,165.0,-0.018763054,303.0303,10000.0,33.0,625.0,,128.0,0.0002497952,0.1,2.7735615 +195.88235,180.44118,-0.017304275,487.80487,20000.0,41.0,1250.0,,288.0,0.0002495392,0.1,2.7922335 +221.17647,194.0196,-0.015030253,625.0,30000.0,48.0,1875.0,,448.0,0.0002492832,0.1,2.7205153 +224.79167,201.71263,-0.017030489,714.2857,40000.0,56.0,2500.0,,608.0,0.0002490272,0.1,2.7163842 +233.5,208.07011,-0.019277567,781.25,50000.0,64.0,3125.0,,768.0,0.0002487712,0.1,2.6890788 +239.87013,213.37012,-0.019142654,810.8108,60000.0,74.0,3750.0,,928.0,0.0002485152,0.1,2.6448314 +249.34065,218.50877,0.002868072,843.3735,70000.0,83.0,4375.0,,1088.0,0.0002482592,0.1,2.5489485 +276.0,225.69516,0.002491712,869.56525,80000.0,92.0,5000.0,,1248.0,0.0002480032,0.1,2.500278 +290.4,232.88458,-0.0016981903,909.0909,90000.0,99.0,5625.0,,1376.0,0.0002477984,0.1,2.479353 +305.6,240.15613,-0.00044554553,917.4312,100000.0,109.0,6250.0,,1536.0,0.0002475424,0.1,2.4112706 +317.3,247.1692,-0.00075542834,924.36975,110000.0,119.0,6875.0,,1696.0,0.0002472864,0.1,2.3821735 +335.6,254.53845,-0.0015365228,937.5,120000.0,128.0,7500.0,,1856.0,0.0002470304,0.1,2.4249268 +353.3,262.1355,0.0187807,948.9051,130000.0,137.0,8125.0,,2016.0,0.0002467744,0.1,2.2573204 +356.9,268.9044,0.004722083,958.9041,140000.0,146.0,8750.0,,2176.0,0.0002465184,0.1,2.3773966 +376.5,276.07742,0.02113236,967.74194,150000.0,155.0,9375.0,,2336.0,0.0002462624,0.1,2.2185876 +409.2,284.39758,0.01340445,975.60974,160000.0,164.0,10000.0,,2496.0,0.0002460064,0.1,2.3237462 +417.1,292.2036,-0.0004518577,982.65894,170000.0,173.0,10625.0,,2656.0,0.0002457504,0.1,2.4331434 +434.8,300.1256,0.04828815,994.47516,180000.0,181.0,11250.0,,2784.0,0.0002455456,0.1,2.204144 +454.7,308.26114,0.022438828,994.7644,190000.0,191.0,11875.0,,2944.0,0.0002452896,0.1,2.2515092 +464.2,316.05807,0.056815628,1000.0,200000.0,200.0,12500.0,,3104.0,0.0002450336,0.1,2.2613997 +460.6,322.94104,0.046488546,1004.78467,210000.0,209.0,13125.0,,3264.0,0.0002447776,0.1,2.084802 +450.5,328.73917,0.059570696,1009.1743,220000.0,218.0,13750.0,,3424.0,0.0002445216,0.1,2.0380926 +455.9,334.26788,0.054310475,1013.2159,230000.0,227.0,14375.0,,3584.0,0.0002442656,0.1,2.053911 +462.7,339.6192,0.068422176,1016.94916,240000.0,236.0,15000.0,,3744.0,0.0002440096,0.1,2.025436 +466.9,344.71042,0.05684516,1012.14575,250000.0,247.0,15625.0,,3904.0,0.0002437536,0.1,2.0296319 +474.1,349.68695,0.07309668,1015.625,260000.0,256.0,16250.0,,4032.0,0.0002435488,0.1,2.065499 +480.1,354.51703,0.06898775,1022.7273,270000.0,264.0,16875.0,,4192.0,0.0002432928,0.1,2.033804 +485.8,359.20572,0.052331313,1029.4117,280000.0,272.0,17500.0,,4352.0,0.0002430368,0.1,2.135568 +498.2,363.99863,0.040030982,1032.0284,290000.0,281.0,18125.0,,4512.0,0.0002427808,0.1,1.86658 +501.2,368.572,0.07750349,1034.4828,300000.0,290.0,18750.0,,4672.0,0.0002425248,0.1,2.023972 +501.8,372.8697,0.050105534,1036.7893,310000.0,299.0,19375.0,,4832.0,0.0002422688,0.1,2.0688932 +501.2,376.88004,0.07705249,1038.961,320000.0,308.0,20000.0,,4992.0,0.0002420128,0.1,2.0439763 +511.2,380.95035,0.10883885,1041.0095,330000.0,317.0,20625.0,,5152.0,0.0002417568,0.1,1.949746 +510.9,384.7724,0.05597133,1042.9448,340000.0,326.0,21250.0,,5312.0,0.0002415008,0.1,2.035338 +505.6,388.2246,0.04277231,1047.9042,350000.0,334.0,21875.0,,5440.0,0.000241296,0.1,1.8163834 +505.4,391.4795,0.098031595,1049.5626,360000.0,343.0,22500.0,,5600.0,0.00024104,0.1,1.9994802 +508.1,394.63138,0.08225767,1048.1587,370000.0,353.0,23125.0,,5760.0,0.000240784,0.1,2.0196805 +510.9,397.6911,0.07341923,1049.7238,380000.0,362.0,23750.0,,5920.0,0.000240528,0.1,1.8614218 +509.8,400.56567,0.08660104,1051.2129,390000.0,371.0,24375.0,,6080.0,0.000240272,0.1,1.6974018 +508.7,403.26904,0.06473374,1052.6316,400000.0,380.0,25000.0,,6240.0,0.000240016,0.1,1.7491658 +519.8,406.11127,0.11467053,1051.2821,410000.0,390.0,25625.0,,6400.0,0.00023976,0.1,1.7983861 +518.5,408.7872,0.10086736,1052.6316,420000.0,399.0,26250.0,,6560.0,0.000239504,0.1,1.7204869 +531.3,411.63635,0.09338707,1056.5111,430000.0,407.0,26875.0,,6688.0,0.0002392992,0.1,1.7044652 +529.4,414.3128,0.09070497,1057.6923,440000.0,416.0,27500.0,,6848.0,0.0002390432,0.1,1.7237248 +535.2,416.99918,0.021197975,1058.8235,450000.0,425.0,28125.0,,7008.0,0.0002387872,0.1,1.8799725 +545.6,419.79483,0.08774691,1059.9078,460000.0,434.0,28750.0,,7168.0,0.0002385312,0.1,1.6587895 +538.9,422.329,0.068618715,1060.9481,470000.0,443.0,29375.0,,7328.0,0.0002382752,0.1,1.6030813 +544.7,424.8784,0.13076733,1061.9469,480000.0,452.0,30000.0,,7488.0,0.0002380192,0.1,1.7388003 +534.9,427.12372,0.0045967777,1062.9067,490000.0,461.0,30625.0,,7648.0,0.0002377632,0.1,1.8403318 +541.7,429.41522,0.070321195,1063.8298,500000.0,470.0,31250.0,,7808.0,0.0002375072,0.1,1.8621259 +544.1,431.66394,0.12083973,1064.7181,510000.0,479.0,31875.0,,7968.0,0.0002372512,0.1,1.5528764 +539.5,433.73773,0.08907228,1067.7618,520000.0,487.0,32500.0,,8096.0,0.0002370464,0.1,1.6520834 +544.1,435.82,0.078947455,1068.5483,530000.0,496.0,33125.0,,8256.0,0.0002367904,0.1,1.9706297 +536.7,437.68814,0.08530767,1067.1937,540000.0,506.0,33750.0,,8416.0,0.0002365344,0.1,1.6253648 +533.7,439.4338,0.038829703,1065.8915,550000.0,516.0,34375.0,,8576.0,0.0002362784,0.1,1.9571285 +534.9,441.1386,0.046613347,1064.6388,560000.0,526.0,35000.0,,8736.0,0.0002360224,0.1,1.765965 +538.3,442.8432,0.08541069,1063.4329,570000.0,536.0,35625.0,,8896.0,0.0002357664,0.1,1.585217 +541.7,444.5476,0.068237916,1064.2202,580000.0,545.0,36250.0,,9056.0,0.0002355104,0.1,1.7603719 +544.9,446.2485,0.1265381,1064.9819,590000.0,554.0,36875.0,,9216.0,0.0002352544,0.1,1.7334893 +550.7,447.98935,0.15658802,1065.7194,600000.0,563.0,37500.0,,9344.0,0.0002350496,0.1,1.6378075 +552.9,449.7092,0.107354224,1066.4336,610000.0,572.0,38125.0,,9504.0,0.0002347936,0.1,1.5451939 +552.7,451.37033,0.062541604,1065.2921,620000.0,582.0,38750.0,,9664.0,0.0002345376,0.1,1.6400499 +560.4,453.10098,0.11249185,1065.9899,630000.0,591.0,39375.0,,9824.0,0.0002342816,0.1,1.7020693 +567.7,454.89157,0.049358737,1066.6666,640000.0,600.0,40000.0,,9984.0,0.0002340256,0.1,1.8149728 +572.9,456.7071,0.05583816,1065.5737,650000.0,610.0,40625.0,,10144.0,0.0002337696,0.1,1.7352301 +589.2,458.71454,0.120051034,1066.2358,660000.0,619.0,41250.0,,10304.0,0.0002335136,0.1,1.4257023 +609.9,460.97104,0.069823295,1068.5806,670000.0,627.0,41875.0,,10464.0,0.0002332576,0.1,1.5914497 +616.8,463.26266,0.07588166,1069.1824,680000.0,636.0,42500.0,,10624.0,0.0002330016,0.1,1.6189761 +616.8,465.48785,0.059909325,1069.7675,690000.0,645.0,43125.0,,10752.0,0.0002327968,0.1,1.5823929 +617.1,467.65375,0.10505975,1070.3364,700000.0,654.0,43750.0,,10912.0,0.0002325408,0.1,1.5215164 +612.3,469.691,0.10231477,1070.8899,710000.0,663.0,44375.0,,11072.0,0.0002322848,0.1,1.4981052 +595.0,471.43143,0.11420968,1073.0254,720000.0,671.0,45000.0,,11232.0,0.0002320288,0.1,1.6807059 +587.1,473.01596,0.08906677,1073.5294,730000.0,680.0,45625.0,,11392.0,0.0002317728,0.1,1.6788485 +577.7,474.43057,0.16042425,1072.4637,740000.0,690.0,46250.0,,11552.0,0.0002315168,0.1,1.6480534 +576.5,475.7915,0.1324996,1072.9614,750000.0,699.0,46875.0,,11712.0,0.0002312608,0.1,1.5919559 +581.4,477.18106,0.117523134,1073.4463,760000.0,708.0,47500.0,,11872.0,0.0002310048,0.1,1.5541604 +586.6,478.6021,0.1690677,1075.419,770000.0,716.0,48125.0,,12000.0,0.0002308,0.1,1.650064 +594.3,480.08545,0.102292836,1074.3801,780000.0,726.0,48750.0,,12160.0,0.000230544,0.1,1.4554814 +589.5,481.47043,0.13401684,1076.2943,790000.0,734.0,49375.0,,12320.0,0.000230288,0.1,1.5064347 +594.3,482.88077,0.093875684,1075.2688,800000.0,744.0,50000.0,,12480.0,0.000230032,0.1,1.5942985 +596.3,484.281,0.15139422,1077.1277,810000.0,752.0,50625.0,,12640.0,0.000229776,0.1,1.6398475 +601.3,485.70807,0.17202288,1076.1155,820000.0,762.0,51250.0,,12800.0,0.00022952,0.1,1.3256598 +590.2,486.967,0.025685264,1076.524,830000.0,771.0,51875.0,,12960.0,0.000229264,0.1,1.5576279 +593.1,488.23053,0.09833362,1075.5442,840000.0,781.0,52500.0,,13120.0,0.000229008,0.1,1.2561003 +593.8,489.4725,0.14910969,1075.9493,850000.0,790.0,53125.0,,13280.0,0.000228752,0.1,1.551004 +596.4,490.71585,0.16237572,1076.3455,860000.0,799.0,53750.0,,13408.0,0.0002285472,0.1,1.6711214 +599.2,491.96277,0.08504414,1075.4017,870000.0,809.0,54375.0,,13568.0,0.0002282912,0.1,1.2776389 +599.2,493.18137,0.11546299,1075.7947,880000.0,818.0,55000.0,,13728.0,0.0002280352,0.1,1.5766034 +612.0,494.51642,0.056279954,1076.179,890000.0,827.0,55625.0,,13888.0,0.0002277792,0.1,1.6377876 +613.8,495.8418,0.13861956,1076.555,900000.0,836.0,56250.0,,14048.0,0.0002275232,0.1,1.5786047 +614.6,497.14685,0.17621823,1076.9231,910000.0,845.0,56875.0,,14208.0,0.0002272672,0.1,1.506942 +616.7,498.44632,0.13256766,1077.2833,920000.0,854.0,57500.0,,14368.0,0.0002270112,0.1,1.4596595 +610.0,499.64584,0.11657257,1076.3889,930000.0,864.0,58125.0,,14528.0,0.0002267552,0.1,1.7669432 +603.3,500.74854,0.08056335,1077.9817,940000.0,872.0,58750.0,,14656.0,0.0002265504,0.1,1.6760842 +605.6,501.85226,0.13627584,1078.3201,950000.0,881.0,59375.0,,14816.0,0.0002262944,0.1,1.7821714 +598.6,502.86002,0.20198907,1077.441,960000.0,891.0,60000.0,,14976.0,0.0002260384,0.1,1.7329688 +591.9,503.77795,0.12627463,1077.7778,970000.0,900.0,60625.0,,15136.0,0.0002257824,0.1,1.441662 +589.2,504.6496,0.16644992,1079.2952,980000.0,908.0,61250.0,,15296.0,0.0002255264,0.1,1.4271836 +593.4,505.54605,0.17647332,1079.6074,990000.0,917.0,61875.0,,15456.0,0.0002252704,0.1,1.3739144 +590.0,506.3906,0.088448614,1079.9136,1000000.0,926.0,62500.0,,15616.0,0.0002250144,0.1,1.7270744 +589.3,510.6336,0.11038023,1079.0598,1010000.0,936.0,63125.0,,15776.0,0.0002247584,0.1,1.51528 +608.8,514.76276,0.08877861,1080.5084,1020000.0,944.0,63750.0,,15936.0,0.0002245024,0.1,1.5265155 +613.0,518.681,0.089296356,1081.9327,1030000.0,952.0,64375.0,,16064.0,0.0002242976,0.1,1.3858252 +618.0,522.6131,0.060217366,1082.206,1040000.0,961.0,65000.0,,16224.0,0.0002240416,0.1,1.5374815 +627.5,526.5531,0.08484321,1082.4742,1050000.0,970.0,65625.0,,16384.0,0.0002237856,0.1,1.4834429 +631.3,530.4674,0.060686417,1082.7374,1060000.0,979.0,66250.0,,16544.0,0.0002235296,0.1,1.5787604 +615.0,534.124,0.1708181,1081.9009,1070000.0,989.0,66875.0,,16704.0,0.0002232736,0.1,1.4051383 +617.8,537.542,0.13027054,1081.081,1080000.0,999.0,67500.0,,16864.0,0.0002230176,0.1,1.4267504 +611.3,540.75104,0.087407,1081.3492,1090000.0,1008.0,68125.0,,17024.0,0.0002227616,0.1,1.4284159 +604.2,543.737,0.13797802,1081.6125,1100000.0,1017.0,68750.0,,17184.0,0.0002225056,0.1,1.4177027 +606.4,546.628,0.18423027,1082.9269,1110000.0,1025.0,69375.0,,17312.0,0.0002223008,0.1,1.4659245 +611.3,549.38495,0.09346246,1083.1721,1120000.0,1034.0,70000.0,,17472.0,0.0002220448,0.1,1.3823851 +614.7,551.99896,0.021771569,1083.4132,1130000.0,1043.0,70625.0,,17632.0,0.0002217888,0.1,1.4708562 +614.5,554.57495,0.10186172,1082.6211,1140000.0,1053.0,71250.0,,17792.0,0.0002215328,0.1,1.4583256 +619.2,557.002,0.13091972,1082.8625,1150000.0,1062.0,71875.0,,17952.0,0.0002212768,0.1,1.6335473 +608.5,558.99493,0.09263202,1082.0896,1160000.0,1072.0,72500.0,,18112.0,0.0002210208,0.1,1.7245412 +605.9,560.883,0.08002821,1082.3312,1170000.0,1081.0,73125.0,,18272.0,0.0002207648,0.1,1.4996684 +603.2,562.56696,0.11193213,1082.5688,1180000.0,1090.0,73750.0,,18432.0,0.0002205088,0.1,1.3904307 +607.0,564.08997,0.14472927,1081.8182,1190000.0,1100.0,74375.0,,18592.0,0.0002202528,0.1,1.4300697 +612.7,565.57495,0.13617152,1083.0325,1200000.0,1108.0,75000.0,,18720.0,0.000220048,0.1,1.6119605 +625.9,567.22797,0.11021161,1083.2588,1210000.0,1117.0,75625.0,,18880.0,0.000219792,0.1,1.4787524 +628.0,569.003,0.09839946,1083.4813,1220000.0,1126.0,76250.0,,19040.0,0.000219536,0.1,1.4238782 +640.3,570.8469,0.08732019,1082.7465,1230000.0,1136.0,76875.0,,19200.0,0.00021928,0.1,1.8519676 +645.4,572.674,0.0824187,1083.9161,1240000.0,1144.0,77500.0,,19360.0,0.000219024,0.1,1.4285766 +642.5,574.42993,0.10493709,1084.1284,1250000.0,1153.0,78125.0,,19520.0,0.000218768,0.1,1.4783907 +640.1,576.09,0.1397179,1085.2714,1260000.0,1161.0,78750.0,,19680.0,0.000218512,0.1,1.3813803 +643.6,577.725,0.1404945,1084.5431,1270000.0,1171.0,79375.0,,19840.0,0.000218256,0.1,1.4876881 +644.5,579.312,0.10418589,1085.6658,1280000.0,1179.0,80000.0,,20000.0,0.000218,0.1,1.57616 +640.9,580.739,0.11172611,1086.7734,1290000.0,1187.0,80625.0,,20128.0,0.0002177952,0.1,1.5126605 +639.1,582.118,0.117953956,1086.9565,1300000.0,1196.0,81250.0,,20288.0,0.0002175392,0.1,1.5394728 +638.2,583.482,0.13078254,1088.0399,1310000.0,1204.0,81875.0,,20448.0,0.0002172832,0.1,1.6123314 +635.9,584.829,0.047229964,1088.211,1320000.0,1213.0,82500.0,,20608.0,0.0002170272,0.1,1.5319761 +635.0,586.067,0.070450805,1088.3798,1330000.0,1222.0,83125.0,,20768.0,0.0002167712,0.1,1.488524 +632.3,587.281,0.021257954,1088.5459,1340000.0,1231.0,83750.0,,20928.0,0.0002165152,0.1,1.6311566 +625.2,588.4769,0.07078582,1088.7097,1350000.0,1240.0,84375.0,,21088.0,0.0002162592,0.1,1.7961708 +621.7,589.64,0.12290724,1088.8711,1360000.0,1249.0,85000.0,,21248.0,0.0002160032,0.1,1.5787289 +629.5,590.854,0.16657564,1089.8966,1370000.0,1257.0,85625.0,,21376.0,0.0002157984,0.1,1.5579078 +628.7,592.032,0.0635484,1090.909,1380000.0,1265.0,86250.0,,21536.0,0.0002155424,0.1,1.5853412 +632.1,593.255,0.117250755,1091.0518,1390000.0,1274.0,86875.0,,21696.0,0.0002152864,0.1,1.353086 +632.6,594.494,0.08748583,1092.0437,1400000.0,1282.0,87500.0,,21856.0,0.0002150304,0.1,1.5774105 +639.8,595.69403,0.078089945,1091.3313,1410000.0,1292.0,88125.0,,22016.0,0.0002147744,0.1,1.5589167 +641.3,596.92206,0.041830953,1092.3077,1420000.0,1300.0,88750.0,,22176.0,0.0002145184,0.1,1.5382733 +638.3,597.99207,0.13093539,1091.603,1430000.0,1310.0,89375.0,,22336.0,0.0002142624,0.1,1.5672786 +642.7,599.125,0.1247605,1091.7362,1440000.0,1319.0,90000.0,,22496.0,0.0002140064,0.1,1.5125583 +633.5,600.10803,0.16403848,1091.8674,1450000.0,1328.0,90625.0,,22656.0,0.0002137504,0.1,1.5667095 +641.5,601.067,0.1297268,1092.8143,1460000.0,1336.0,91250.0,,22784.0,0.0002135456,0.1,1.6430817 +638.2,602.06,0.08762058,1092.1248,1470000.0,1346.0,91875.0,,22944.0,0.0002132896,0.1,1.5886017 +635.3,602.966,0.07066763,1092.251,1480000.0,1355.0,92500.0,,23104.0,0.0002130336,0.1,1.578433 +634.0,603.95703,0.04542168,1092.3754,1490000.0,1364.0,93125.0,,23264.0,0.0002127776,0.1,1.5636044 +636.5,604.905,0.056730375,1092.4982,1500000.0,1373.0,93750.0,,23424.0,0.0002125216,0.1,1.464388 +643.9,605.903,0.11550238,1092.6194,1510000.0,1382.0,94375.0,,23584.0,0.0002122656,0.1,1.6137393 +642.2,606.92993,0.06619659,1093.5251,1520000.0,1390.0,95000.0,,23744.0,0.0002120096,0.1,1.594909 +641.7,607.906,0.072158016,1093.6383,1530000.0,1399.0,95625.0,,23904.0,0.0002117536,0.1,1.4780946 +639.9,608.938,0.14360392,1094.5273,1540000.0,1407.0,96250.0,,24032.0,0.0002115488,0.1,1.4544938 +637.5,609.97595,0.018004123,1094.6328,1550000.0,1416.0,96875.0,,24192.0,0.0002112928,0.1,1.5700977 +636.3,610.99,0.057923723,1094.7368,1560000.0,1425.0,97500.0,,24352.0,0.0002110368,0.1,1.6357285 +626.1,611.868,0.124944866,1094.0767,1570000.0,1435.0,98125.0,,24512.0,0.0002107808,0.1,1.5998862 +638.2,612.83307,0.1513444,1092.6694,1580000.0,1446.0,98750.0,,24672.0,0.0002105248,0.1,1.5558686 +642.0,613.804,0.09437745,1091.2834,1590000.0,1457.0,99375.0,,24832.0,0.0002102688,0.1,1.3273942 +648.7,614.784,0.051316764,1092.1501,1600000.0,1465.0,100000.0,,24992.0,0.0002100128,0.1,1.3180658 +653.8,615.793,0.12565084,1092.266,1610000.0,1474.0,100625.0,,25152.0,0.0002097568,0.1,1.6141412 +656.5,616.831,0.09236956,1092.3804,1620000.0,1483.0,101250.0,,25312.0,0.0002095008,0.1,1.3976092 +680.0,618.027,0.17048277,1093.2261,1630000.0,1491.0,101875.0,,25440.0,0.000209296,0.1,1.4856386 +688.0,619.23,0.1492582,1094.0627,1640000.0,1499.0,102500.0,,25600.0,0.00020904,0.1,1.5079695 +687.1,620.372,0.0757384,1094.1644,1650000.0,1508.0,103125.0,,25760.0,0.000208784,0.1,1.4521991 +680.5,621.285,0.056056734,1094.9868,1660000.0,1516.0,103750.0,,25920.0,0.000208528,0.1,1.6083983 +676.0,621.94604,0.082044415,1094.3644,1670000.0,1526.0,104375.0,,26080.0,0.000208272,0.1,1.6765463 +675.1,622.52905,0.056677643,1093.0383,1680000.0,1537.0,105000.0,,26240.0,0.000208016,0.1,1.8270652 +655.3,622.914,0.100398526,1093.1436,1690000.0,1546.0,105625.0,,26400.0,0.00020776,0.1,1.5287569 +651.8,623.261,0.06720854,1093.2476,1700000.0,1555.0,106250.0,,26560.0,0.000207504,0.1,1.3473585 +647.5,623.61304,0.13279404,1094.0499,1710000.0,1563.0,106875.0,,26688.0,0.0002072992,0.1,1.57425 +650.7,624.17004,0.13464183,1093.452,1720000.0,1573.0,107500.0,,26848.0,0.0002070432,0.1,1.3739152 +657.1,624.87,0.18667707,1092.8617,1730000.0,1583.0,108125.0,,27008.0,0.0002067872,0.1,1.2789305 +660.9,625.70197,0.10737175,1092.9648,1740000.0,1592.0,108750.0,,27168.0,0.0002065312,0.1,1.4941665 +671.6,626.653,0.09089005,1093.75,1750000.0,1600.0,109375.0,,27328.0,0.0002062752,0.1,1.4116825 +677.8,627.617,0.101783805,1093.8472,1760000.0,1609.0,110000.0,,27488.0,0.0002060192,0.1,1.422149 +677.6,628.52704,0.049027584,1094.6196,1770000.0,1617.0,110625.0,,27648.0,0.0002057632,0.1,1.657485 +676.9,629.353,0.07354062,1094.0381,1780000.0,1627.0,111250.0,,27808.0,0.0002055072,0.1,1.6382723 +676.8,630.226,0.112908244,1092.7961,1790000.0,1638.0,111875.0,,27968.0,0.0002052512,0.1,1.4401805 +673.9,631.022,0.12070272,1092.8961,1800000.0,1647.0,112500.0,,28096.0,0.0002050464,0.1,1.2678835 +679.0,631.849,0.0357971,1093.6556,1810000.0,1655.0,113125.0,,28256.0,0.0002047904,0.1,1.3476162 +682.0,632.656,0.08827098,1092.437,1820000.0,1666.0,113750.0,,28416.0,0.0002045344,0.1,1.3455267 +690.6,633.66,0.086567,1091.8855,1830000.0,1676.0,114375.0,,28576.0,0.0002042784,0.1,1.3459821 +688.3,634.612,0.06784412,1091.3405,1840000.0,1686.0,115000.0,,28736.0,0.0002040224,0.1,1.4625776 +694.0,635.614,0.078309305,1090.159,1850000.0,1697.0,115625.0,,28896.0,0.0002037664,0.1,1.4091622 +693.0,636.58,0.11444069,1090.909,1860000.0,1705.0,116250.0,,29056.0,0.0002035104,0.1,1.3869212 +686.0,637.448,0.0986531,1090.379,1870000.0,1715.0,116875.0,,29216.0,0.0002032544,0.1,1.4329865 +676.9,638.225,0.09519398,1089.8551,1880000.0,1725.0,117500.0,,29344.0,0.0002030496,0.1,1.342673 +672.7,638.832,0.050303508,1090.5944,1890000.0,1733.0,118125.0,,29504.0,0.0002027936,0.1,1.4711049 +680.1,639.495,0.15022798,1090.7003,1900000.0,1742.0,118750.0,,29664.0,0.0002025376,0.1,1.2374271 +684.4,640.193,0.1478104,1090.8053,1910000.0,1751.0,119375.0,,29824.0,0.0002022816,0.1,1.3133161 +688.7,640.91296,0.059117123,1091.5293,1920000.0,1759.0,120000.0,,29984.0,0.0002020256,0.1,1.5839415 +691.5,641.728,0.11796238,1091.6289,1930000.0,1768.0,120625.0,,30144.0,0.0002017696,0.1,1.3187518 +697.0,642.665,0.061711878,1091.1136,1940000.0,1778.0,121250.0,,30304.0,0.0002015136,0.1,1.31291 +697.7,643.586,0.08523944,1090.604,1950000.0,1788.0,121875.0,,30464.0,0.0002012576,0.1,1.2214173 +689.3,644.493,0.12416577,1091.3141,1960000.0,1796.0,122500.0,,30624.0,0.0002010016,0.1,1.4422464 +683.3,645.407,0.054526065,1092.0177,1970000.0,1804.0,123125.0,,30752.0,0.0002007968,0.1,1.5442917 +691.7,646.432,0.14708681,1092.1125,1980000.0,1813.0,123750.0,,30912.0,0.0002005408,0.1,1.185886 +694.3,647.44104,0.16811946,1092.2064,1990000.0,1822.0,124375.0,,31072.0,0.0002002848,0.1,1.4076823 +697.8,648.51904,0.106503814,1092.2993,2000000.0,1831.0,125000.0,,31232.0,0.0002000288,0.1,1.0825369 +695.6,649.582,0.18469855,1092.9854,2010000.0,1839.0,125625.0,,31392.0,0.0001997728,0.1,1.3034358 +702.9,650.5231,0.11032534,1093.0736,2020000.0,1848.0,126250.0,,31552.0,0.0001995168,0.1,1.334877 +707.6,651.469,0.11445585,1093.161,2030000.0,1857.0,126875.0,,31712.0,0.0001992608,0.1,1.3249474 +703.2,652.321,0.10140188,1093.2476,2040000.0,1866.0,127500.0,,31872.0,0.0001990048,0.1,1.5881608 +697.6,653.022,0.11990121,1093.9167,2050000.0,1874.0,128125.0,,32000.0,0.0001988,0.1,1.3636222 +695.1,653.66003,0.09020296,1094.5802,2060000.0,1882.0,128750.0,,32160.0,0.000198544,0.1,1.2642229 +694.4,654.45404,0.059977353,1094.6589,2070000.0,1891.0,129375.0,,32320.0,0.000198288,0.1,1.526885 +682.2,655.098,0.120274015,1094.7368,2080000.0,1900.0,130000.0,,32480.0,0.000198032,0.1,1.3289872 +680.2,655.78705,0.070682645,1094.8141,2090000.0,1909.0,130625.0,,32640.0,0.000197776,0.1,1.5168943 +683.4,656.5789,0.14764372,1095.4617,2100000.0,1917.0,131250.0,,32800.0,0.00019752,0.1,1.3346303 +688.3,657.39795,0.08206295,1095.5348,2110000.0,1926.0,131875.0,,32960.0,0.000197264,0.1,1.4101777 +689.2,658.17694,0.12534799,1095.6072,2120000.0,1935.0,132500.0,,33120.0,0.000197008,0.1,1.4234709 +687.7,658.90704,0.11833456,1095.679,2130000.0,1944.0,133125.0,,33280.0,0.000196752,0.1,1.6289176 +702.6,659.78796,0.11126577,1095.7501,2140000.0,1953.0,133750.0,,33408.0,0.0001965472,0.1,1.3835967 +703.1,660.627,0.044155877,1095.8206,2150000.0,1962.0,134375.0,,33568.0,0.0001962912,0.1,1.4700468 +705.6,661.598,0.051475447,1095.8904,2160000.0,1971.0,135000.0,,33728.0,0.0001960352,0.1,1.5159943 +706.4,662.603,0.07460945,1095.9596,2170000.0,1980.0,135625.0,,33888.0,0.0001957792,0.1,1.3309112 +700.6,663.577,0.064532556,1096.5795,2180000.0,1988.0,136250.0,,34048.0,0.0001955232,0.1,1.3872919 +701.8,664.525,0.076828524,1096.645,2190000.0,1997.0,136875.0,,34208.0,0.0001952672,0.1,1.3892128 +699.2,665.39,0.06108176,1096.7098,2200000.0,2006.0,137500.0,,34368.0,0.0001950112,0.1,1.6452323 +696.2,666.093,0.034473743,1097.3187,2210000.0,2014.0,138125.0,,34528.0,0.0001947552,0.1,1.3950762 +697.4,666.78705,0.08323711,1097.3801,2220000.0,2023.0,138750.0,,34656.0,0.0001945504,0.1,1.6154473 +697.1,667.355,0.034635425,1097.4409,2230000.0,2032.0,139375.0,,34816.0,0.0001942944,0.1,1.6999285 +700.9,667.9099,0.12200281,1097.5012,2240000.0,2041.0,140000.0,,34976.0,0.0001940384,0.1,1.5796797 +706.2,668.54706,0.122166134,1098.0967,2250000.0,2049.0,140625.0,,35136.0,0.0001937824,0.1,1.5285358 +704.3,669.18896,0.13063756,1098.1536,2260000.0,2058.0,141250.0,,35296.0,0.0001935264,0.1,1.5912853 +692.8,669.6809,0.11921837,1098.7416,2270000.0,2066.0,141875.0,,35456.0,0.0001932704,0.1,1.4894131 +689.9,670.13495,0.06703099,1099.325,2280000.0,2074.0,142500.0,,35616.0,0.0001930144,0.1,1.5848732 +679.5,670.521,0.079575785,1099.3759,2290000.0,2083.0,143125.0,,35776.0,0.0001927584,0.1,1.4690896 +671.5,670.8451,0.06488882,1098.9011,2300000.0,2093.0,143750.0,,35936.0,0.0001925024,0.1,1.5072236 +675.9,671.2219,0.07010833,1099.4764,2310000.0,2101.0,144375.0,,36064.0,0.0001922976,0.1,1.5341208 +677.9,671.642,0.070586674,1099.0052,2320000.0,2111.0,145000.0,,36224.0,0.0001920416,0.1,1.4430022 +682.0,672.11194,0.07630534,1099.0566,2330000.0,2120.0,145625.0,,36384.0,0.0001917856,0.1,1.4839754 +688.7,672.676,0.021948744,1099.624,2340000.0,2128.0,146250.0,,36544.0,0.0001915296,0.1,1.5282776 +696.1,673.3851,0.10439017,1099.6725,2350000.0,2137.0,146875.0,,36704.0,0.0001912736,0.1,1.4242214 +704.2,674.2101,0.0852567,1099.7205,2360000.0,2146.0,147500.0,,36864.0,0.0001910176,0.1,1.4909147 +718.9,675.104,0.10369474,1098.7483,2370000.0,2157.0,148125.0,,37024.0,0.0001907616,0.1,1.5024803 +734.5,676.16205,0.16024566,1098.2926,2380000.0,2167.0,148750.0,,37184.0,0.0001905056,0.1,1.5152524 +744.1,677.28204,0.15089788,1098.8506,2390000.0,2175.0,149375.0,,37312.0,0.0001903008,0.1,1.419122 +763.1,678.58704,0.107314646,1098.9011,2400000.0,2184.0,150000.0,,37472.0,0.0001900448,0.1,1.5428487 +773.8,679.927,0.09328859,1098.9512,2410000.0,2193.0,150625.0,,37632.0,0.0001897888,0.1,1.5396817 +762.9,681.14294,0.09981699,1099.0009,2420000.0,2202.0,151250.0,,37792.0,0.0001895328,0.1,1.5367237 +749.8,682.258,0.12099039,1099.5475,2430000.0,2210.0,151875.0,,37952.0,0.0001892768,0.1,1.3618666 +788.1,683.712,0.105356514,1099.5944,2440000.0,2219.0,152500.0,,38112.0,0.0001890208,0.1,1.4599309 +782.7,685.20404,0.10617105,1099.641,2450000.0,2228.0,153125.0,,38272.0,0.0001887648,0.1,1.5423355 +764.3,686.43195,0.119883314,1099.1957,2460000.0,2238.0,153750.0,,38432.0,0.0001885088,0.1,1.4568613 +770.7,687.7571,0.06211493,1098.7544,2470000.0,2248.0,154375.0,,38592.0,0.0001882528,0.1,1.5386435 +795.1,689.3551,0.11844073,1099.2908,2480000.0,2256.0,155000.0,,38720.0,0.000188048,0.1,1.392821 +785.2,690.8671,0.05789331,1099.3378,2490000.0,2265.0,155625.0,,38880.0,0.000187792,0.1,1.451823 +781.3,692.31506,0.11100684,1099.3844,2500000.0,2274.0,156250.0,,39040.0,0.000187536,0.1,1.4542942 +790.0,693.776,0.11637362,1098.4683,2510000.0,2285.0,156875.0,,39200.0,0.00018728,0.1,1.4881734 +789.1,695.24506,0.097507104,1098.5178,2520000.0,2294.0,157500.0,,39360.0,0.000187024,0.1,1.7599844 +801.1,696.83905,0.07271815,1098.5671,2530000.0,2303.0,158125.0,,39520.0,0.000186768,0.1,1.4251394 +797.1,698.411,0.14747472,1098.616,2540000.0,2312.0,158750.0,,39680.0,0.000186512,0.1,1.2740136 +793.8,699.974,0.09868418,1098.6644,2550000.0,2321.0,159375.0,,39840.0,0.000186256,0.1,1.3373563 +809.4,701.705,0.08099936,1098.2411,2560000.0,2331.0,160000.0,,40000.0,0.000186,0.1,1.4636064 +837.2,703.81604,0.0928926,1098.7601,2570000.0,2339.0,160625.0,,40128.0,0.0001857952,0.1,1.3972746 +880.1,706.235,0.11584628,1098.8075,2580000.0,2348.0,161250.0,,40288.0,0.0001855392,0.1,1.501776 +877.9,708.594,0.07226183,1099.3209,2590000.0,2356.0,161875.0,,40448.0,0.0001852832,0.1,1.2043211 +926.2,711.3691,0.13401203,1099.3657,2600000.0,2365.0,162500.0,,40608.0,0.0001850272,0.1,1.3634688 +942.0,714.2511,0.06356202,1098.9474,2610000.0,2375.0,163125.0,,40768.0,0.0001847712,0.1,1.3747009 +943.6,717.122,0.100071274,1099.4545,2620000.0,2383.0,163750.0,,40928.0,0.0001845152,0.1,1.3326689 +965.1,719.97314,0.12747565,1099.0388,2630000.0,2393.0,164375.0,,41088.0,0.0001842592,0.1,1.3502676 +970.3,722.79596,0.07223799,1099.0841,2640000.0,2402.0,165000.0,,41248.0,0.0001840032,0.1,1.408287 +983.3,725.758,0.050050844,1099.129,2650000.0,2411.0,165625.0,,41376.0,0.0001837984,0.1,1.3289814 +971.9,728.67194,0.109972365,1098.7195,2660000.0,2421.0,166250.0,,41536.0,0.0001835424,0.1,1.3500264 +978.5,731.69696,0.12916444,1098.7654,2670000.0,2430.0,166875.0,,41696.0,0.0001832864,0.1,1.4465959 +987.0,734.8159,0.065227374,1098.3606,2680000.0,2440.0,167500.0,,41856.0,0.0001830304,0.1,1.3543302 +1004.5,738.308,0.08988175,1098.4075,2690000.0,2449.0,168125.0,,42016.0,0.0001827744,0.1,1.4393837 +1026.0,742.05,0.07100743,1098.454,2700000.0,2458.0,168750.0,,42176.0,0.0001825184,0.1,1.191471 +1028.1,745.856,0.17705859,1097.6104,2710000.0,2469.0,169375.0,,42336.0,0.0001822624,0.1,1.2311594 +1039.3,749.74194,0.094153024,1097.2167,2720000.0,2479.0,170000.0,,42496.0,0.0001820064,0.1,1.3529366 +1052.5,753.69604,0.18704028,1097.2668,2730000.0,2488.0,170625.0,,42656.0,0.0001817504,0.1,1.1227131 +1048.9,757.5759,0.14973707,1097.3168,2740000.0,2497.0,171250.0,,42784.0,0.0001815456,0.1,1.4896455 +1053.9,761.399,0.17516877,1097.3663,2750000.0,2506.0,171875.0,,42944.0,0.0001812896,0.1,1.4787723 +1066.8,765.2889,0.12832375,1097.4155,2760000.0,2515.0,172500.0,,43104.0,0.0001810336,0.1,1.4614825 +1092.6,769.43896,0.10850702,1097.0297,2770000.0,2525.0,173125.0,,43264.0,0.0001807776,0.1,1.3444457 +1109.4,773.764,0.09253615,1096.647,2780000.0,2535.0,173750.0,,43424.0,0.0001805216,0.1,1.4145046 +1123.3,778.2289,0.119747475,1097.1294,2790000.0,2543.0,174375.0,,43584.0,0.0001802656,0.1,1.2669396 +1120.1,782.69104,0.06597979,1096.7489,2800000.0,2553.0,175000.0,,43744.0,0.0001800096,0.1,1.5493853 +1110.2,787.003,0.09077717,1096.7993,2810000.0,2562.0,175625.0,,43904.0,0.0001797536,0.1,1.4004047 +1078.3,790.966,0.09755189,1097.2762,2820000.0,2570.0,176250.0,,44032.0,0.0001795488,0.1,1.3678076 +1078.1,794.841,0.064702235,1096.8992,2830000.0,2580.0,176875.0,,44192.0,0.0001792928,0.1,1.2608268 +1096.8,798.926,0.10798287,1096.9486,2840000.0,2589.0,177500.0,,44352.0,0.0001790368,0.1,1.3657855 +1114.1,803.127,0.1084094,1096.9977,2850000.0,2598.0,178125.0,,44512.0,0.0001787808,0.1,1.4582872 +1117.8,807.375,0.1507517,1097.0464,2860000.0,2607.0,178750.0,,44672.0,0.0001785248,0.1,1.544702 +1154.1,812.0559,0.17692658,1097.0948,2870000.0,2616.0,179375.0,,44832.0,0.0001782688,0.1,1.3042121 +1173.4,817.021,0.041283812,1097.561,2880000.0,2624.0,180000.0,,44992.0,0.0001780128,0.1,1.4018935 +1152.5,821.819,0.105329484,1097.6073,2890000.0,2633.0,180625.0,,45152.0,0.0001777568,0.1,1.3683095 +1144.6,826.464,0.03777782,1097.6533,2900000.0,2642.0,181250.0,,45312.0,0.0001775008,0.1,1.3986995 +1154.4,831.164,0.0073020156,1098.1132,2910000.0,2650.0,181875.0,,45440.0,0.000177296,0.1,1.4699169 +1162.0,835.897,0.086422734,1098.1572,2920000.0,2659.0,182500.0,,45600.0,0.00017704,0.1,1.4903888 +1138.5,840.367,0.0732816,1097.3783,2930000.0,2670.0,183125.0,,45760.0,0.000176784,0.1,1.3779736 +1146.2,844.859,0.040115505,1097.4244,2940000.0,2679.0,183750.0,,45920.0,0.000176528,0.1,1.4750284 +1133.3,849.215,0.020656241,1097.8787,2950000.0,2687.0,184375.0,,46080.0,0.000176272,0.1,1.6050103 +1136.8,853.68994,0.09726295,1097.9229,2960000.0,2696.0,185000.0,,46240.0,0.000176016,0.1,1.5418997 +1129.1,858.1481,0.10211559,1098.3728,2970000.0,2704.0,185625.0,,46400.0,0.00017576,0.1,1.3799684 +1101.4,862.245,0.06595062,1098.0104,2980000.0,2714.0,186250.0,,46560.0,0.000175504,0.1,1.4403429 +1095.9,866.2609,0.038300727,1098.0536,2990000.0,2723.0,186875.0,,46688.0,0.0001752992,0.1,1.2533886 +1115.4,870.43695,0.11566762,1097.2933,3000000.0,2734.0,187500.0,,46848.0,0.0001750432,0.1,1.4496531 +1085.2,874.33307,0.120249756,1097.3386,3010000.0,2743.0,188125.0,,47008.0,0.0001747872,0.1,1.408263 +1103.1,878.3351,0.11213239,1097.3837,3020000.0,2752.0,188750.0,,47168.0,0.0001745312,0.1,1.5479771 +1115.9,882.418,0.07695245,1097.0311,3030000.0,2762.0,189375.0,,47328.0,0.0001742752,0.1,1.5852443 +1141.2,886.79803,0.108699895,1097.4729,3040000.0,2770.0,190000.0,,47488.0,0.0001740192,0.1,1.5794418 +1122.8,891.05,0.0951575,1097.5171,3050000.0,2779.0,190625.0,,47648.0,0.0001737632,0.1,1.4609594 +1104.4,895.14294,0.0801108,1097.561,3060000.0,2788.0,191250.0,,47808.0,0.0001735072,0.1,1.5423795 +1143.9,899.63794,0.088322274,1097.6046,3070000.0,2797.0,191875.0,,47968.0,0.0001732512,0.1,1.5470943 +1139.7,904.21295,0.077355884,1098.0392,3080000.0,2805.0,192500.0,,48096.0,0.0001730464,0.1,1.5627725 +1130.6,908.717,0.007808551,1098.081,3090000.0,2814.0,193125.0,,48256.0,0.0001727904,0.1,1.2870655 +1129.2,913.175,0.012047784,1097.7338,3100000.0,2824.0,193750.0,,48416.0,0.0001725344,0.1,1.5115371 +1151.9,917.81104,0.08713853,1097.3888,3110000.0,2834.0,194375.0,,48576.0,0.0001722784,0.1,1.4702499 +1159.1,922.5101,0.07534894,1097.8185,3120000.0,2842.0,195000.0,,48736.0,0.0001720224,0.1,1.4628761 +1161.7,927.25,0.17399974,1097.8604,3130000.0,2851.0,195625.0,,48896.0,0.0001717664,0.1,1.5462248 +1164.5,931.8691,0.047012452,1097.1349,3140000.0,2862.0,196250.0,,49056.0,0.0001715104,0.1,1.3551126 +1138.7,936.2251,0.020223264,1097.561,3150000.0,2870.0,196875.0,,49216.0,0.0001712544,0.1,1.4215543 +1133.1,940.50006,0.08818098,1097.6034,3160000.0,2879.0,197500.0,,49344.0,0.0001710496,0.1,1.4689219 +1142.6,944.86206,0.073631115,1097.6454,3170000.0,2888.0,198125.0,,49504.0,0.0001707936,0.1,1.3859718 +1168.8,949.54407,0.07941001,1097.6873,3180000.0,2897.0,198750.0,,49664.0,0.0001705376,0.1,1.4005992 +1158.9,954.115,0.03883993,1098.1067,3190000.0,2905.0,199375.0,,49824.0,0.0001702816,0.1,1.5066156 +1148.9,958.61194,0.11334248,1098.1469,3200000.0,2914.0,200000.0,,49984.0,0.0001700256,0.1,1.4881113 +1172.4,963.3739,0.06188856,1098.5626,3210000.0,2922.0,200625.0,,50144.0,0.0001697696,0.1,1.3683739 +1167.2,968.072,0.11593488,1098.2264,3220000.0,2932.0,201250.0,,50304.0,0.0001695136,0.1,1.5274401 +1168.0,972.781,0.088372104,1097.5195,3230000.0,2943.0,201875.0,,50464.0,0.0001692576,0.1,1.4500799 +1168.1,977.4531,0.11159121,1097.1893,3240000.0,2953.0,202500.0,,50624.0,0.0001690016,0.1,1.3572087 +1161.1,982.002,0.10320111,1096.8613,3250000.0,2963.0,203125.0,,50752.0,0.0001687968,0.1,1.4767549 +1157.7,986.5361,0.10222061,1096.9044,3260000.0,2972.0,203750.0,,50912.0,0.0001685408,0.1,1.4756541 +1158.8,991.1961,0.040194135,1096.9474,3270000.0,2981.0,204375.0,,51072.0,0.0001682848,0.1,1.4090362 +1172.5,996.0221,0.09993797,1096.99,3280000.0,2990.0,205000.0,,51232.0,0.0001680288,0.1,1.4478846 +1162.5,1000.85205,0.13789909,1097.3983,3290000.0,2998.0,205625.0,,51392.0,0.0001677728,0.1,1.3786019 +1140.3,1005.5399,0.090058796,1097.8044,3300000.0,3006.0,206250.0,,51552.0,0.0001675168,0.1,1.4546316 +1141.9,1010.2,0.13674328,1097.4801,3310000.0,3016.0,206875.0,,51712.0,0.0001672608,0.1,1.5538502 +1163.9,1015.06,0.053174045,1097.5206,3320000.0,3025.0,207500.0,,51872.0,0.0001670048,0.1,1.3576035 +1167.6,1019.916,0.18160418,1097.9229,3330000.0,3033.0,208125.0,,52000.0,0.0001668,0.1,1.3546845 +1158.8,1024.617,0.108618684,1097.9619,3340000.0,3042.0,208750.0,,52160.0,0.000166544,0.1,1.4099238 +1153.6,1029.192,0.07967514,1097.6409,3350000.0,3052.0,209375.0,,52320.0,0.000166288,0.1,1.5427662 +1171.4,1033.864,0.094688326,1097.6805,3360000.0,3061.0,210000.0,,52480.0,0.000166032,0.1,1.2728074 +1174.2,1038.417,0.044993434,1098.0775,3370000.0,3069.0,210625.0,,52640.0,0.000165776,0.1,1.3658808 +1184.6,1042.9181,0.11012003,1097.759,3380000.0,3079.0,211250.0,,52800.0,0.00016552,0.1,1.2425627 +1163.1,1047.108,0.08773646,1097.798,3390000.0,3088.0,211875.0,,52960.0,0.000165264,0.1,1.3703606 +1174.2,1051.2191,0.1279421,1097.8367,3400000.0,3097.0,212500.0,,53120.0,0.000165008,0.1,1.3220428 +1189.7,1055.3782,0.09208543,1098.2286,3410000.0,3105.0,213125.0,,53280.0,0.000164752,0.1,1.575676 +1198.4,1059.733,0.055768453,1098.6187,3420000.0,3113.0,213750.0,,53408.0,0.0001645472,0.1,1.4445732 +1193.6,1064.1711,0.058095664,1098.6547,3430000.0,3122.0,214375.0,,53568.0,0.0001642912,0.1,1.3774126 +1184.2,1068.1321,0.078611046,1098.6906,3440000.0,3131.0,215000.0,,53728.0,0.0001640352,0.1,1.2895395 +1203.1,1072.336,0.09134349,1099.0762,3450000.0,3139.0,215625.0,,53888.0,0.0001637792,0.1,1.3729877 +1192.0,1076.613,0.09337279,1099.1106,3460000.0,3148.0,216250.0,,54048.0,0.0001635232,0.1,1.2984865 +1200.7,1080.9131,-0.008139962,1099.1448,3470000.0,3157.0,216875.0,,54208.0,0.0001632672,0.1,1.455372 +1179.6,1084.7582,0.094903104,1099.5261,3480000.0,3165.0,217500.0,,54368.0,0.0001630112,0.1,1.3396255 +1171.2,1088.618,0.16168651,1099.2126,3490000.0,3175.0,218125.0,,54528.0,0.0001627552,0.1,1.1845357 +1181.1,1092.6161,0.11193977,1099.5916,3500000.0,3183.0,218750.0,,54656.0,0.0001625504,0.1,1.2807727 +1179.4,1096.5101,0.087359875,1099.9686,3510000.0,3191.0,219375.0,,54816.0,0.0001622944,0.1,1.4364394 +1195.7,1100.576,0.0862642,1100.3439,3520000.0,3199.0,220000.0,,54976.0,0.0001620384,0.1,1.3165421 +1183.0,1104.395,0.07374075,1100.374,3530000.0,3208.0,220625.0,,55136.0,0.0001617824,0.1,1.5335695 +1199.6,1108.42,0.10387468,1099.7205,3540000.0,3219.0,221250.0,,55296.0,0.0001615264,0.1,1.3199434 +1223.7,1112.7191,0.08033741,1099.7522,3550000.0,3228.0,221875.0,,55456.0,0.0001612704,0.1,1.4352791 +1198.4,1116.609,0.06256267,1099.7837,3560000.0,3237.0,222500.0,,55616.0,0.0001610144,0.1,1.3771989 +1196.7,1120.2041,0.044388868,1099.8152,3570000.0,3246.0,223125.0,,55776.0,0.0001607584,0.1,1.311867 +1189.0,1123.2931,0.10792418,1099.8464,3580000.0,3255.0,223750.0,,55936.0,0.0001605024,0.1,1.3917246 +1182.1,1126.3351,0.112222426,1100.2145,3590000.0,3263.0,224375.0,,56064.0,0.0001602976,0.1,1.3478391 +1183.4,1128.907,0.1139977,1100.2445,3600000.0,3272.0,225000.0,,56224.0,0.0001600416,0.1,1.4079005 +1180.9,1131.296,0.09972315,1100.2743,3610000.0,3281.0,225625.0,,56384.0,0.0001597856,0.1,1.4900898 +1210.5,1133.9651,0.14290458,1100.304,3620000.0,3290.0,226250.0,,56544.0,0.0001595296,0.1,1.4082537 +1204.0,1136.354,0.07678965,1100.0,3630000.0,3300.0,226875.0,,56704.0,0.0001592736,0.1,1.3028588 +1227.7,1138.9281,0.08823475,1100.3628,3640000.0,3308.0,227500.0,,56864.0,0.0001590176,0.1,1.5004771 +1233.2,1141.427,0.11637645,1100.392,3650000.0,3317.0,228125.0,,57024.0,0.0001587616,0.1,1.4477986 +1244.8,1144.1561,0.08585868,1100.4209,3660000.0,3326.0,228750.0,,57184.0,0.0001585056,0.1,1.429464 +1213.5,1146.5061,0.12597792,1100.7798,3670000.0,3334.0,229375.0,,57312.0,0.0001583008,0.1,1.3304588 +1191.4,1148.5499,0.12966718,1100.4785,3680000.0,3344.0,230000.0,,57472.0,0.0001580448,0.1,1.3876686 +1194.9,1150.4539,0.13555883,1100.1788,3690000.0,3354.0,230625.0,,57632.0,0.0001577888,0.1,1.3548365 +1155.6,1151.7499,0.047533993,1100.2081,3700000.0,3363.0,231250.0,,57792.0,0.0001575328,0.1,1.443474 +1163.4,1153.103,0.08082972,1100.2373,3710000.0,3372.0,231875.0,,57952.0,0.0001572768,0.1,1.6436073 +1145.6,1154.1659,0.10050053,1099.9409,3720000.0,3382.0,232500.0,,58112.0,0.0001570208,0.1,1.484621 +1162.5,1155.266,0.10369324,1099.6462,3730000.0,3392.0,233125.0,,58272.0,0.0001567648,0.1,1.4145248 +1165.1,1156.428,0.09150104,1099.0303,3740000.0,3403.0,233750.0,,58432.0,0.0001565088,0.1,1.2774277 +1168.5,1157.5741,0.08772664,1099.0621,3750000.0,3412.0,234375.0,,58592.0,0.0001562528,0.1,1.3242836 +1195.9,1158.865,0.05844015,1099.4152,3760000.0,3420.0,235000.0,,58720.0,0.000156048,0.1,1.2647891 +1207.6,1160.015,0.12703763,1098.805,3770000.0,3431.0,235625.0,,58880.0,0.000155792,0.1,1.3973317 +1240.0,1161.3209,0.06488617,1098.8372,3780000.0,3440.0,236250.0,,59040.0,0.000155536,0.1,1.4238398 +1232.4,1162.412,0.10964672,1098.8693,3790000.0,3449.0,236875.0,,59200.0,0.00015528,0.1,1.2646887 +1232.9,1163.5399,0.12897441,1098.9011,3800000.0,3458.0,237500.0,,59360.0,0.000155024,0.1,1.0816969 +1230.7,1164.745,0.06975706,1099.2499,3810000.0,3466.0,238125.0,,59520.0,0.000154768,0.1,1.5119662 +1228.4,1166.246,0.115333825,1099.597,3820000.0,3474.0,238750.0,,59680.0,0.000154512,0.1,1.3094773 +1232.9,1167.794,0.0786927,1099.6267,3830000.0,3483.0,239375.0,,59840.0,0.000154256,0.1,1.3791754 +1249.8,1169.324,0.09967109,1099.9713,3840000.0,3491.0,240000.0,,60000.0,0.000154,0.1,1.394419 +1236.6,1170.549,0.1364608,1100.3143,3850000.0,3499.0,240625.0,,60128.0,0.0001537952,0.1,1.3682742 +1225.4,1171.6249,0.05296168,1100.342,3860000.0,3508.0,241250.0,,60288.0,0.0001535392,0.1,1.4220028 +1203.5,1172.119,0.09673023,1100.6826,3870000.0,3516.0,241875.0,,60448.0,0.0001532832,0.1,1.3233676 +1209.6,1172.481,0.15179984,1100.3971,3880000.0,3526.0,242500.0,,60608.0,0.0001530272,0.1,1.5855892 +1188.9,1172.845,0.11865909,1100.4243,3890000.0,3535.0,243125.0,,60768.0,0.0001527712,0.1,1.4265505 +1138.3,1172.782,0.09900824,1100.4514,3900000.0,3544.0,243750.0,,60928.0,0.0001525152,0.1,1.4436667 +1148.2,1172.72,0.09983627,1100.4785,3910000.0,3553.0,244375.0,,61088.0,0.0001522592,0.1,1.4583471 +1160.8,1172.708,0.050538074,1100.5054,3920000.0,3562.0,245000.0,,61248.0,0.0001520032,0.1,1.3374783 +1188.4,1173.2069,0.1312336,1100.8403,3930000.0,3570.0,245625.0,,61376.0,0.0001517984,0.1,1.4536735 +1178.0,1173.525,0.10660182,1100.5587,3940000.0,3580.0,246250.0,,61536.0,0.0001515424,0.1,1.3337522 +1173.9,1173.931,0.13603085,1100.5851,3950000.0,3589.0,246875.0,,61696.0,0.0001512864,0.1,1.5931047 +1206.8,1174.631,0.090053365,1100.3057,3960000.0,3599.0,247500.0,,61856.0,0.0001510304,0.1,1.3271947 +1197.8,1175.3179,0.12640698,1100.3326,3970000.0,3608.0,248125.0,,62016.0,0.0001507744,0.1,1.3896384 +1191.5,1176.219,0.119882055,1100.3594,3980000.0,3617.0,248750.0,,62176.0,0.0001505184,0.1,1.4082005 +1178.8,1177.048,0.13203429,1100.6897,3990000.0,3625.0,249375.0,,62336.0,0.0001502624,0.1,1.3254051 +1186.1,1177.7549,0.1771481,1100.7155,4000000.0,3634.0,250000.0,,62496.0,0.0001500064,0.1,1.2367401 +1207.3,1178.976,0.09215025,1100.7411,4010000.0,3643.0,250625.0,,62656.0,0.0001497504,0.1,1.2632428 +1227.7,1180.2219,0.060372826,1100.7667,4020000.0,3652.0,251250.0,,62784.0,0.0001495456,0.1,1.2955997 +1226.1,1181.3241,0.15178756,1101.0929,4030000.0,3660.0,251875.0,,62944.0,0.0001492896,0.1,1.3566754 +1218.7,1182.0991,0.15389903,1101.1174,4040000.0,3669.0,252500.0,,63104.0,0.0001490336,0.1,1.4103196 +1214.7,1183.0181,0.14566772,1101.142,4050000.0,3678.0,253125.0,,63264.0,0.0001487776,0.1,1.2708582 +1235.5,1184.3291,0.09657683,1101.465,4060000.0,3686.0,253750.0,,63424.0,0.0001485216,0.1,1.3824809 +1240.9,1185.2991,0.0953494,1101.4885,4070000.0,3695.0,254375.0,,63584.0,0.0001482656,0.1,1.333695 +1223.3,1186.135,0.11404811,1101.8093,4080000.0,3703.0,255000.0,,63744.0,0.0001480096,0.1,1.5075321 +1226.3,1187.0919,0.10040033,1101.8319,4090000.0,3712.0,255625.0,,63904.0,0.0001477536,0.1,1.3179142 +1246.8,1188.268,0.07535375,1101.8544,4100000.0,3721.0,256250.0,,64032.0,0.0001475488,0.1,1.334961 +1250.5,1189.2539,0.015226061,1101.8767,4110000.0,3730.0,256875.0,,64192.0,0.0001472928,0.1,1.4308257 +1262.8,1190.2909,0.035587028,1101.8989,4120000.0,3739.0,257500.0,,64352.0,0.0001470368,0.1,1.4593291 +1274.8,1191.4219,0.11280122,1102.2151,4130000.0,3747.0,258125.0,,64512.0,0.0001467808,0.1,1.473963 +1269.5,1192.4719,0.08384712,1102.2365,4140000.0,3756.0,258750.0,,64672.0,0.0001465248,0.1,1.3397098 +1271.2,1193.797,0.041645933,1101.965,4150000.0,3766.0,259375.0,,64832.0,0.0001462688,0.1,1.5848286 +1293.1,1195.397,0.1612236,1101.4032,4160000.0,3777.0,260000.0,,64992.0,0.0001460128,0.1,1.4426234 +1285.7,1196.828,0.055126082,1100.8447,4170000.0,3788.0,260625.0,,65152.0,0.0001457568,0.1,1.4338381 +1304.0,1198.18,0.0975077,1100.8691,4180000.0,3797.0,261250.0,,65312.0,0.0001455008,0.1,1.332442 +1294.4,1199.535,0.12949349,1101.1826,4190000.0,3805.0,261875.0,,65440.0,0.000145296,0.1,1.468916 +1287.8,1200.924,0.15074284,1101.206,4200000.0,3814.0,262500.0,,65600.0,0.00014504,0.1,1.3968056 +1259.7,1201.797,0.05853804,1101.2294,4210000.0,3823.0,263125.0,,65760.0,0.000144784,0.1,1.326092 +1258.1,1202.706,0.08314535,1100.9653,4220000.0,3833.0,263750.0,,65920.0,0.000144528,0.1,1.4051594 +1251.7,1203.5431,0.0965816,1101.2758,4230000.0,3841.0,264375.0,,66080.0,0.000144272,0.1,1.4113448 +1219.9,1204.061,0.2413782,1101.5848,4240000.0,3849.0,265000.0,,66240.0,0.000144016,0.1,1.4287266 +1193.5,1204.385,0.1831155,1101.8927,4250000.0,3857.0,265625.0,,66400.0,0.00014376,0.1,1.5938042 +1160.0,1204.4081,0.13221489,1102.1992,4260000.0,3865.0,266250.0,,66560.0,0.000143504,0.1,1.4788723 +1176.6,1204.586,0.11969344,1102.5045,4270000.0,3873.0,266875.0,,66688.0,0.0001432992,0.1,1.4384276 +1164.2,1204.503,0.046743985,1102.5244,4280000.0,3882.0,267500.0,,66848.0,0.0001430432,0.1,1.2403448 +1164.8,1204.526,0.09937334,1102.8278,4290000.0,3890.0,268125.0,,67008.0,0.0001427872,0.1,1.4114351 +1189.5,1205.0181,0.10711494,1103.4128,4300000.0,3897.0,268750.0,,67168.0,0.0001425312,0.1,1.4523929 +1205.7,1205.6561,0.0945101,1103.4307,4310000.0,3906.0,269375.0,,67328.0,0.0001422752,0.1,1.2813278 +1236.5,1206.382,0.1103891,1103.4482,4320000.0,3915.0,270000.0,,67488.0,0.0001420192,0.1,1.317386 +1246.1,1207.1671,0.15598905,1103.4658,4330000.0,3924.0,270625.0,,67648.0,0.0001417632,0.1,1.4464028 +1250.8,1208.0869,0.09685433,1103.4834,4340000.0,3933.0,271250.0,,67808.0,0.0001415072,0.1,1.3187618 +1280.7,1209.358,0.0858821,1102.9412,4350000.0,3944.0,271875.0,,67968.0,0.0001412512,0.1,1.4809759 +1290.5,1210.549,0.0850419,1102.9597,4360000.0,3953.0,272500.0,,68096.0,0.0001410464,0.1,1.505413 +1263.8,1211.445,0.06611081,1102.9783,4370000.0,3962.0,273125.0,,68256.0,0.0001407904,0.1,1.4946991 +1262.1,1212.22,0.052071195,1102.9967,4380000.0,3971.0,273750.0,,68416.0,0.0001405344,0.1,1.2541647 +1257.0,1213.1589,0.12744479,1103.015,4390000.0,3980.0,274375.0,,68576.0,0.0001402784,0.1,1.3632646 +1237.1,1213.788,0.11438068,1103.0333,4400000.0,3989.0,275000.0,,68736.0,0.0001400224,0.1,1.3877791 +1216.1,1214.052,0.077519566,1102.7756,4410000.0,3999.0,275625.0,,68896.0,0.0001397664,0.1,1.4325771 +1195.5,1214.023,0.062549405,1102.7944,4420000.0,4008.0,276250.0,,69056.0,0.0001395104,0.1,1.388275 +1190.9,1213.996,0.058227926,1102.813,4430000.0,4017.0,276875.0,,69216.0,0.0001392544,0.1,1.3760977 +1194.0,1214.0939,0.13290787,1103.3798,4440000.0,4024.0,277500.0,,69344.0,0.0001390496,0.1,1.4126368 +1199.8,1214.0609,0.05364996,1103.397,4450000.0,4033.0,278125.0,,69504.0,0.0001387936,0.1,1.340903 +1210.9,1214.2499,0.06206496,1103.6873,4460000.0,4041.0,278750.0,,69664.0,0.0001385376,0.1,1.2165776 +1222.2,1214.465,0.045863084,1103.4313,4470000.0,4051.0,279375.0,,69824.0,0.0001382816,0.1,1.3702639 +1237.8,1215.047,0.06454088,1103.4482,4480000.0,4060.0,280000.0,,69984.0,0.0001380256,0.1,1.5670578 +1247.6,1215.8109,0.12210757,1103.1941,4490000.0,4070.0,280625.0,,70144.0,0.0001377696,0.1,1.3652155 +1262.6,1216.626,0.12200202,1103.2115,4500000.0,4079.0,281250.0,,70304.0,0.0001375136,0.1,1.3540713 +1248.4,1217.3159,0.08241508,1102.9591,4510000.0,4089.0,281875.0,,70464.0,0.0001372576,0.1,1.3153472 +1236.9,1217.728,0.03109485,1102.977,4520000.0,4098.0,282500.0,,70624.0,0.0001370016,0.1,1.3467435 +1206.7,1217.965,0.08262407,1103.2635,4530000.0,4106.0,283125.0,,70752.0,0.0001367968,0.1,1.3451419 +1200.6,1217.975,0.101915576,1103.5488,4540000.0,4114.0,283750.0,,70912.0,0.0001365408,0.1,1.4866402 +1199.7,1217.735,0.00871206,1103.5653,4550000.0,4123.0,284375.0,,71072.0,0.0001362848,0.1,1.504056 +1176.1,1217.5121,0.03656786,1103.5818,4560000.0,4132.0,285000.0,,71232.0,0.0001360288,0.1,1.4579223 +1183.7,1217.3821,0.047696367,1103.8647,4570000.0,4140.0,285625.0,,71392.0,0.0001357728,0.1,1.3919713 +1183.7,1217.3291,0.0294716,1104.1466,4580000.0,4148.0,286250.0,,71552.0,0.0001355168,0.1,1.4454606 +1220.3,1217.711,0.08403445,1104.4274,4590000.0,4156.0,286875.0,,71712.0,0.0001352608,0.1,1.3632939 +1218.5,1218.062,0.10001374,1104.1766,4600000.0,4166.0,287500.0,,71872.0,0.0001350048,0.1,1.3745685 +1222.4,1218.4769,0.100856274,1104.4562,4610000.0,4174.0,288125.0,,72000.0,0.0001348,0.1,1.309094 +1231.9,1218.6909,0.10127103,1104.7346,4620000.0,4182.0,288750.0,,72160.0,0.000134544,0.1,1.3184406 +1238.0,1219.0309,0.16375113,1104.7483,4630000.0,4191.0,289375.0,,72320.0,0.000134288,0.1,1.319217 +1257.6,1219.33,0.11157603,1104.762,4640000.0,4200.0,290000.0,,72480.0,0.000134032,0.1,1.3406477 +1260.9,1219.6069,0.117623515,1104.7755,4650000.0,4209.0,290625.0,,72640.0,0.000133776,0.1,1.5310109 +1264.2,1219.8011,0.118006185,1104.789,4660000.0,4218.0,291250.0,,72800.0,0.00013352,0.1,1.4197552 +1261.7,1220.2831,0.15800175,1104.5411,4670000.0,4228.0,291875.0,,72960.0,0.000133264,0.1,1.4744412 +1268.8,1221.057,0.09435819,1104.8159,4680000.0,4236.0,292500.0,,73120.0,0.000133008,0.1,1.4802523 +1256.2,1221.67,0.11229123,1105.0895,4690000.0,4244.0,293125.0,,73280.0,0.000132752,0.1,1.3900548 +1271.6,1222.8301,0.0702934,1105.1023,4700000.0,4253.0,293750.0,,73408.0,0.0001325472,0.1,1.4439431 +1281.5,1224.011,0.07466192,1105.115,4710000.0,4262.0,294375.0,,73568.0,0.0001322912,0.1,1.4534448 +1262.3,1225.1781,0.048351604,1105.1276,4720000.0,4271.0,295000.0,,73728.0,0.0001320352,0.1,1.2773829 +1249.5,1226.048,0.029455936,1104.8821,4730000.0,4281.0,295625.0,,73888.0,0.0001317792,0.1,1.6757195 +1258.3,1226.98,0.084496915,1105.1527,4740000.0,4289.0,296250.0,,74048.0,0.0001315232,0.1,1.4603386 +1274.3,1228.0378,0.029122433,1105.4224,4750000.0,4297.0,296875.0,,74208.0,0.0001312672,0.1,1.3086808 +1253.5,1228.6139,0.12629826,1105.4343,4760000.0,4306.0,297500.0,,74368.0,0.0001310112,0.1,1.3230779 +1248.9,1229.0269,0.020092305,1105.4462,4770000.0,4315.0,298125.0,,74528.0,0.0001307552,0.1,1.2707331 +1259.6,1229.223,0.18358746,1105.9695,4780000.0,4322.0,298750.0,,74656.0,0.0001305504,0.1,1.4633589 +1267.3,1229.5719,0.116420135,1105.9801,4790000.0,4331.0,299375.0,,74816.0,0.0001302944,0.1,1.4761577 +1259.8,1229.841,0.09352332,1105.736,4800000.0,4341.0,300000.0,,74976.0,0.0001300384,0.1,1.3405173 +1239.3,1229.927,0.09598893,1105.7471,4810000.0,4350.0,300625.0,,75136.0,0.0001297824,0.1,1.4027977 +1233.9,1229.9819,0.016872624,1105.7582,4820000.0,4359.0,301250.0,,75296.0,0.0001295264,0.1,1.2941822 +1234.5,1229.9979,0.08056521,1105.7693,4830000.0,4368.0,301875.0,,75456.0,0.0001292704,0.1,1.3873363 +1230.7,1229.807,0.1208581,1105.7803,4840000.0,4377.0,302500.0,,75616.0,0.0001290144,0.1,1.2664688 +1250.1,1229.942,0.058237325,1105.7911,4850000.0,4386.0,303125.0,,75776.0,0.0001287584,0.1,1.4712138 +1258.8,1230.276,0.14814323,1105.5505,4860000.0,4396.0,303750.0,,75936.0,0.0001285024,0.1,1.4869932 +1264.7,1230.8881,0.0704043,1105.8129,4870000.0,4404.0,304375.0,,76064.0,0.0001282976,0.1,1.5366256 +1286.5,1231.657,0.048902012,1105.8237,4880000.0,4413.0,305000.0,,76224.0,0.0001280416,0.1,1.3179204 +1305.0,1232.818,0.11418364,1105.8345,4890000.0,4422.0,305625.0,,76384.0,0.0001277856,0.1,1.4330775 +1305.5,1234.49,0.084061295,1105.8452,4900000.0,4431.0,306250.0,,76544.0,0.0001275296,0.1,1.2447072 +1292.2,1235.93,0.03063735,1106.105,4910000.0,4439.0,306875.0,,76704.0,0.0001272736,0.1,1.3684715 +1270.5,1237.027,0.07025599,1106.1151,4920000.0,4448.0,307500.0,,76864.0,0.0001270176,0.1,1.2794142 +1279.6,1237.9391,0.04112368,1106.1252,4930000.0,4457.0,308125.0,,77024.0,0.0001267616,0.1,1.443845 +1279.6,1238.955,0.09422833,1106.1353,4940000.0,4466.0,308750.0,,77184.0,0.0001265056,0.1,1.2981212 +1292.7,1240.1431,0.13650015,1106.1453,4950000.0,4475.0,309375.0,,77312.0,0.0001263008,0.1,1.2155044 +1298.3,1241.0581,0.018469533,1106.1553,4960000.0,4484.0,310000.0,,77472.0,0.0001260448,0.1,1.5102531 +1289.9,1241.979,0.05108589,1106.4114,4970000.0,4492.0,310625.0,,77632.0,0.0001257888,0.1,1.2585558 +1303.3,1243.0969,0.08991426,1106.4208,4980000.0,4501.0,311250.0,,77792.0,0.0001255328,0.1,1.3605219 +1304.6,1244.355,0.0406632,1106.4302,4990000.0,4510.0,311875.0,,77952.0,0.0001252768,0.1,1.2551515 +1289.8,1245.3918,0.069510065,1106.4395,5000000.0,4519.0,312500.0,,78112.0,0.0001250208,0.1,1.2878399 +1295.0,1246.269,0.12787141,1106.6931,5010000.0,4527.0,313125.0,,78272.0,0.0001247648,0.1,1.3109126 +1296.3,1246.955,0.04473879,1106.7019,5020000.0,4536.0,313750.0,,78432.0,0.0001245088,0.1,1.3702092 +1316.3,1247.8569,0.08373385,1106.7107,5030000.0,4545.0,314375.0,,78592.0,0.0001242528,0.1,1.2682084 +1312.7,1248.7969,0.070823535,1106.9624,5040000.0,4553.0,315000.0,,78720.0,0.000124048,0.1,1.2953575 +1312.9,1249.7789,0.10314275,1106.728,5050000.0,4563.0,315625.0,,78880.0,0.000123792,0.1,1.2394671 +1310.3,1250.527,0.14713925,1106.7367,5060000.0,4572.0,316250.0,,79040.0,0.000123536,0.1,1.3647312 +1279.8,1250.9159,0.16466448,1106.9869,5070000.0,4580.0,316875.0,,79200.0,0.00012328,0.1,1.309901 +1278.3,1251.4658,0.17110012,1106.995,5080000.0,4589.0,317500.0,,79360.0,0.000123024,0.1,1.4342732 +1263.9,1251.8419,0.07385999,1107.003,5090000.0,4598.0,318125.0,,79520.0,0.000122768,0.1,1.3105164 +1223.9,1251.6129,0.08478292,1107.0111,5100000.0,4607.0,318750.0,,79680.0,0.000122512,0.1,1.2560766 +1227.9,1251.387,0.16194384,1107.019,5110000.0,4616.0,319375.0,,79840.0,0.000122256,0.1,1.3866178 +1193.9,1250.698,0.07584463,1107.2665,5120000.0,4624.0,320000.0,,80000.0,0.000122,0.1,1.447545 +1224.9,1250.1989,0.059266042,1107.2739,5130000.0,4633.0,320625.0,,80128.0,0.0001217952,0.1,1.3911955 +1227.2,1249.7759,0.04900976,1107.5199,5140000.0,4641.0,321250.0,,80288.0,0.0001215392,0.1,1.3150258 +1200.9,1249.073,0.08627186,1107.5269,5150000.0,4650.0,321875.0,,80448.0,0.0001212832,0.1,1.1796684 +1189.3,1248.035,0.090463616,1107.2961,5160000.0,4660.0,322500.0,,80608.0,0.0001210272,0.1,1.3223729 +1187.8,1247.0559,0.061314397,1107.3035,5170000.0,4669.0,323125.0,,80768.0,0.0001207712,0.1,1.2419438 +1200.9,1246.0249,0.122891,1107.3108,5180000.0,4678.0,323750.0,,80928.0,0.0001205152,0.1,1.3053578 +1220.4,1245.2849,0.09257772,1107.3181,5190000.0,4687.0,324375.0,,81088.0,0.0001202592,0.1,1.4165895 +1201.7,1244.424,0.072668135,1107.5613,5200000.0,4695.0,325000.0,,81248.0,0.0001200032,0.1,1.3914516 +1223.7,1244.0641,0.1846585,1107.8036,5210000.0,4703.0,325625.0,,81376.0,0.0001197984,0.1,1.385123 +1198.7,1243.4701,0.065034345,1107.8098,5220000.0,4712.0,326250.0,,81536.0,0.0001195424,0.1,1.2175801 +1214.2,1243.0952,0.085266,1107.8162,5230000.0,4721.0,326875.0,,81696.0,0.0001192864,0.1,1.357836 +1202.7,1242.9231,0.04532251,1108.0566,5240000.0,4729.0,327500.0,,81856.0,0.0001190304,0.1,1.4481962 +1193.8,1242.9261,0.07920343,1108.0625,5250000.0,4738.0,328125.0,,82016.0,0.0001187744,0.1,1.452102 +1217.7,1243.5032,0.03060645,1108.0682,5260000.0,4747.0,328750.0,,82176.0,0.0001185184,0.1,1.2997601 +1201.2,1243.749,0.05738712,1108.074,5270000.0,4756.0,329375.0,,82336.0,0.0001182624,0.1,1.3983524 +1211.8,1244.225,0.055264942,1108.0797,5280000.0,4765.0,330000.0,,82496.0,0.0001180064,0.1,1.3382931 +1214.8,1244.725,0.055170055,1108.0854,5290000.0,4774.0,330625.0,,82656.0,0.0001177504,0.1,1.3285583 +1216.2,1244.9921,0.12291734,1108.5547,5300000.0,4781.0,331250.0,,82784.0,0.0001175456,0.1,1.4141114 +1220.5,1245.14,0.02565715,1108.5594,5310000.0,4790.0,331875.0,,82944.0,0.0001172896,0.1,1.5120718 +1240.8,1245.183,0.075628154,1108.3334,5320000.0,4800.0,332500.0,,83104.0,0.0001170336,0.1,1.2810228 +1222.4,1244.946,0.052395612,1108.1082,5330000.0,4810.0,333125.0,,83264.0,0.0001167776,0.1,1.2619507 +1200.9,1244.4469,0.060815528,1108.1138,5340000.0,4819.0,333750.0,,83424.0,0.0001165216,0.1,1.1988646 +1180.0,1243.44,0.1036877,1108.3489,5350000.0,4827.0,334375.0,,83584.0,0.0001162656,0.1,1.3212304 +1185.1,1242.386,0.10262383,1108.5833,5360000.0,4835.0,335000.0,,83744.0,0.0001160096,0.1,1.2821174 +1167.3,1241.4209,0.118327044,1108.5879,5370000.0,4844.0,335625.0,,83904.0,0.0001157536,0.1,1.4110638 +1171.1,1240.511,0.038402244,1108.821,5380000.0,4852.0,336250.0,,84032.0,0.0001155488,0.1,1.2922052 +1148.7,1239.4281,0.09284184,1108.8253,5390000.0,4861.0,336875.0,,84192.0,0.0001152928,0.1,1.3479481 +1145.1,1238.5079,0.11783349,1109.0573,5400000.0,4869.0,337500.0,,84352.0,0.0001150368,0.1,1.3776081 +1145.3,1237.8,0.07340726,1109.061,5410000.0,4878.0,338125.0,,84512.0,0.0001147808,0.1,1.350625 +1155.9,1237.4039,0.048878096,1109.2919,5420000.0,4886.0,338750.0,,84672.0,0.0001145248,0.1,1.361188 +1163.7,1237.1321,0.09163375,1109.2952,5430000.0,4895.0,339375.0,,84832.0,0.0001142688,0.1,1.2286891 +1144.5,1236.637,0.08397865,1109.2986,5440000.0,4904.0,340000.0,,84992.0,0.0001140128,0.1,1.3094183 +1161.9,1236.258,0.08472802,1109.3019,5450000.0,4913.0,340625.0,,85152.0,0.0001137568,0.1,1.2713022 +1130.6,1235.4551,0.07344258,1109.3052,5460000.0,4922.0,341250.0,,85312.0,0.0001135008,0.1,1.3777912 +1131.4,1234.547,0.11173637,1109.3085,5470000.0,4931.0,341875.0,,85440.0,0.000113296,0.1,1.1485705 +1137.1,1233.54,0.14646208,1109.3118,5480000.0,4940.0,342500.0,,85600.0,0.00011304,0.1,1.2914934 +1104.8,1232.112,0.13524592,1109.3151,5490000.0,4949.0,343125.0,,85760.0,0.000112784,0.1,1.2829177 +1104.7,1230.5331,0.08627461,1109.0946,5500000.0,4959.0,343750.0,,85920.0,0.000112528,0.1,1.240459 +1081.1,1228.8601,0.09130423,1109.0983,5510000.0,4968.0,344375.0,,86080.0,0.000112272,0.1,1.2774606 +1077.5,1227.266,0.20225464,1109.3247,5520000.0,4976.0,345000.0,,86240.0,0.000112016,0.1,1.1730654 +1068.3,1225.8821,0.09017785,1109.1055,5530000.0,4986.0,345625.0,,86400.0,0.00011176,0.1,1.2167156 +1062.5,1224.501,0.13935171,1108.8871,5540000.0,4996.0,346250.0,,86560.0,0.000111504,0.1,1.240509 +1085.4,1223.358,0.15090898,1109.1127,5550000.0,5004.0,346875.0,,86688.0,0.0001112992,0.1,1.283463 +1081.2,1222.4089,0.056286957,1109.1163,5560000.0,5013.0,347500.0,,86848.0,0.0001110432,0.1,1.2902112 +1073.5,1221.307,0.09564476,1109.1199,5570000.0,5022.0,348125.0,,87008.0,0.0001107872,0.1,1.23624 +1113.2,1220.602,0.087975875,1108.9031,5580000.0,5032.0,348750.0,,87168.0,0.0001105312,0.1,1.1551965 +1114.4,1219.5431,0.14435512,1108.687,5590000.0,5042.0,349375.0,,87328.0,0.0001102752,0.1,1.0736771 +1113.3,1218.491,0.085179456,1108.9109,5600000.0,5050.0,350000.0,,87488.0,0.0001100192,0.1,1.2788907 +1126.7,1217.534,0.068624824,1108.6957,5610000.0,5060.0,350625.0,,87648.0,0.0001097632,0.1,1.273067 +1112.8,1216.343,0.11836517,1108.7,5620000.0,5069.0,351250.0,,87808.0,0.0001095072,0.1,1.3509097 +1127.3,1215.236,0.051344175,1108.7042,5630000.0,5078.0,351875.0,,87968.0,0.0001092512,0.1,1.2807343 +1103.3,1213.693,0.12670287,1108.7085,5640000.0,5087.0,352500.0,,88096.0,0.0001090464,0.1,1.1851393 +1097.7,1212.0609,0.09033266,1108.7128,5650000.0,5096.0,353125.0,,88256.0,0.0001087904,0.1,1.2708066 +1096.6,1210.385,0.09541319,1108.7169,5660000.0,5105.0,353750.0,,88416.0,0.0001085344,0.1,1.2286445 +1098.0,1208.7479,0.06375884,1108.7212,5670000.0,5114.0,354375.0,,88576.0,0.0001082784,0.1,1.2937859 +1107.9,1207.139,0.06593071,1108.9418,5680000.0,5122.0,355000.0,,88736.0,0.0001080224,0.1,1.1164391 +1109.7,1205.674,0.12412458,1109.1617,5690000.0,5130.0,355625.0,,88896.0,0.0001077664,0.1,1.485184 +1116.0,1204.118,0.005692537,1108.9495,5700000.0,5140.0,356250.0,,89056.0,0.0001075104,0.1,1.2093945 +1111.1,1202.414,0.15586947,1108.9532,5710000.0,5149.0,356875.0,,89216.0,0.0001072544,0.1,1.159406 +1093.4,1200.725,0.07617728,1109.172,5720000.0,5157.0,357500.0,,89344.0,0.0001070496,0.1,1.2198687 +1066.3,1198.893,0.07227115,1109.3901,5730000.0,5165.0,358125.0,,89504.0,0.0001067936,0.1,1.2089825 +1045.7,1196.7671,0.08054224,1109.3931,5740000.0,5174.0,358750.0,,89664.0,0.0001065376,0.1,1.1449983 +1046.4,1194.4879,0.09112879,1109.3961,5750000.0,5183.0,359375.0,,89824.0,0.0001062816,0.1,1.275976 +1028.6,1192.239,0.12631851,1109.399,5760000.0,5192.0,360000.0,,89984.0,0.0001060256,0.1,1.2583592 +1029.8,1190.048,0.17015705,1109.6154,5770000.0,5200.0,360625.0,,90144.0,0.0001057696,0.1,1.2665656 +1050.0,1187.952,0.13039708,1109.6179,5780000.0,5209.0,361250.0,,90304.0,0.0001055136,0.1,1.3079367 +1045.6,1185.735,0.14447924,1109.6205,5790000.0,5218.0,361875.0,,90464.0,0.0001052576,0.1,1.151088 +1043.3,1183.57,0.11299171,1109.4109,5800000.0,5228.0,362500.0,,90624.0,0.0001050016,0.1,1.382431 +1029.8,1181.475,0.042942096,1109.4138,5810000.0,5237.0,363125.0,,90752.0,0.0001047968,0.1,1.2765555 +1032.9,1179.465,0.14002724,1109.6282,5820000.0,5245.0,363750.0,,90912.0,0.0001045408,0.1,1.2684166 +1040.7,1177.527,0.1223909,1109.842,5830000.0,5253.0,364375.0,,91072.0,0.0001042848,0.1,1.2132682 +1027.3,1175.4929,0.08308467,1109.8441,5840000.0,5262.0,365000.0,,91232.0,0.0001040288,0.1,1.1912258 +1039.3,1173.3849,0.023333395,1110.0569,5850000.0,5270.0,365625.0,,91392.0,0.0001037728,0.1,1.2592983 +1077.2,1171.5688,0.06601343,1110.0587,5860000.0,5279.0,366250.0,,91552.0,0.0001035168,0.1,1.1987643 +1103.9,1169.9609,0.13471967,1110.2705,5870000.0,5287.0,366875.0,,91712.0,0.0001032608,0.1,1.3253813 +1083.2,1167.9281,0.09058733,1110.2719,5880000.0,5296.0,367500.0,,91872.0,0.0001030048,0.1,1.1400876 +1077.2,1165.65,0.04682769,1110.4827,5890000.0,5304.0,368125.0,,92000.0,0.0001028,0.1,1.1679143 +1089.7,1163.4921,0.09052047,1110.4838,5900000.0,5313.0,368750.0,,92160.0,0.000102544,0.1,1.2521434 +1110.8,1161.6781,0.023602825,1110.4847,5910000.0,5322.0,369375.0,,92320.0,0.000102288,0.1,1.1484399 +1078.4,1159.7571,0.068799116,1110.2776,5920000.0,5332.0,370000.0,,92480.0,0.000102032,0.1,1.2327231 +1089.9,1157.86,0.045107313,1110.2789,5930000.0,5341.0,370625.0,,92640.0,0.000101776,0.1,1.2637761 +1083.4,1155.898,0.06982508,1110.4879,5940000.0,5349.0,371250.0,,92800.0,0.00010152,0.1,1.2353258 +1103.2,1154.003,0.04228176,1110.489,5950000.0,5358.0,371875.0,,92960.0,0.000101264,0.1,1.2099669 +1094.5,1151.965,0.096386515,1110.2832,5960000.0,5368.0,372500.0,,93120.0,0.000101008,0.1,1.3500894 +1073.6,1149.802,0.03795188,1110.4911,5970000.0,5376.0,373125.0,,93280.0,0.000100752,0.1,1.4208853 +1054.1,1147.3102,0.02750272,1110.4921,5980000.0,5385.0,373750.0,,93408.0,0.0001005472,0.1,1.1857568 +1037.2,1144.6361,0.07239569,1110.6991,5990000.0,5393.0,374375.0,,93568.0,0.0001002912,0.1,1.155565 +1056.9,1142.307,0.12810896,1110.4941,6000000.0,5403.0,375000.0,,93728.0,0.0001000352,0.1,1.3456166 +1030.4,1139.661,0.091378674,1110.4952,6010000.0,5412.0,375625.0,,93888.0,9.97792e-05,0.1,1.2491119 +982.9,1136.527,0.09778378,1110.4962,6020000.0,5421.0,376250.0,,94048.0,9.95232e-05,0.1,1.3154562 +987.2,1133.236,0.08686557,1110.7018,6030000.0,5429.0,376875.0,,94208.0,9.92672e-05,0.1,1.1213269 +985.6,1129.965,0.13335298,1110.7025,6040000.0,5438.0,377500.0,,94368.0,9.90112e-05,0.1,1.199882 +983.5,1126.6711,0.17138852,1110.7031,6050000.0,5447.0,378125.0,,94528.0,9.87552e-05,0.1,1.276407 +982.2,1123.3901,0.10631712,1110.7039,6060000.0,5456.0,378750.0,,94656.0,9.85504e-05,0.1,1.2870502 +974.2,1120.3341,0.14620408,1110.9077,6070000.0,5464.0,379375.0,,94816.0,9.82944e-05,0.1,1.3854479 +1001.1,1117.5621,0.060693737,1110.7052,6080000.0,5474.0,380000.0,,94976.0,9.80384e-05,0.1,1.1880448 +1024.4,1115.167,0.13738331,1110.7058,6090000.0,5483.0,380625.0,,95136.0,9.77824e-05,0.1,1.1743991 +1044.0,1113.3679,0.1274937,1110.7065,6100000.0,5492.0,381250.0,,95296.0,9.75264e-05,0.1,1.2221773 +1041.9,1111.508,0.10161846,1110.909,6110000.0,5500.0,381875.0,,95456.0,9.72704e-05,0.1,1.3989197 +1036.5,1109.934,0.11361936,1110.7078,6120000.0,5510.0,382500.0,,95616.0,9.70144e-05,0.1,1.3191273 +1017.7,1107.862,0.11181388,1110.7085,6130000.0,5519.0,383125.0,,95776.0,9.67584e-05,0.1,1.3004519 +1020.2,1105.7921,0.11625303,1110.7091,6140000.0,5528.0,383750.0,,95936.0,9.65024e-05,0.1,1.0923673 +1003.6,1103.8191,0.106703974,1110.7097,6150000.0,5537.0,384375.0,,96064.0,9.62976e-05,0.1,1.3277738 +1017.3,1102.0991,0.1083777,1110.7104,6160000.0,5546.0,385000.0,,96224.0,9.60416e-05,0.1,1.1807957 +989.9,1100.12,0.13574134,1110.911,6170000.0,5554.0,385625.0,,96384.0,9.57856e-05,0.1,1.235966 +966.6,1097.777,0.12331221,1110.9114,6180000.0,5563.0,386250.0,,96544.0,9.55296e-05,0.1,1.2510545 +978.7,1095.36,0.13980822,1111.1111,6190000.0,5571.0,386875.0,,96704.0,9.52736e-05,0.1,1.2806157 +1006.0,1093.4031,0.10381498,1111.1111,6200000.0,5580.0,387500.0,,96864.0,9.50176e-05,0.1,1.2498507 +1009.8,1091.264,0.1394177,1111.1111,6210000.0,5589.0,388125.0,,97024.0,9.47616e-05,0.1,1.4331982 +1021.3,1089.49,0.12690936,1111.3096,6220000.0,5597.0,388750.0,,97184.0,9.45056e-05,0.1,1.3033898 +1009.1,1087.439,0.036913864,1111.3093,6230000.0,5606.0,389375.0,,97312.0,9.43008e-05,0.1,1.1921896 +1029.8,1085.71,0.050105758,1111.507,6240000.0,5614.0,390000.0,,97472.0,9.40448e-05,0.1,1.3553767 +1057.3,1084.345,0.1136292,1111.704,6250000.0,5622.0,390625.0,,97632.0,9.37888e-05,0.1,1.2963889 +1056.6,1082.734,0.16162825,1111.9005,6260000.0,5630.0,391250.0,,97792.0,9.35328e-05,0.1,1.3666339 +1068.6,1081.408,0.15775748,1112.0964,6270000.0,5638.0,391875.0,,97952.0,9.32768e-05,0.1,1.3832049 +1051.1,1079.801,0.11495528,1112.095,6280000.0,5647.0,392500.0,,98112.0,9.30208e-05,0.1,1.2662828 +1020.1,1077.854,0.1357153,1112.0934,6290000.0,5656.0,393125.0,,98272.0,9.27648e-05,0.1,1.3086455 +1024.8,1075.9401,0.08183372,1112.0918,6300000.0,5665.0,393750.0,,98432.0,9.25088e-05,0.1,1.1867065 +1011.8,1073.853,0.08178214,1112.2863,6310000.0,5673.0,394375.0,,98592.0,9.22528e-05,0.1,1.2371477 +979.5,1071.2399,0.148504,1112.2844,6320000.0,5682.0,395000.0,,98720.0,9.2048e-05,0.1,1.383784 +974.8,1068.7639,0.07523069,1112.2826,6330000.0,5691.0,395625.0,,98880.0,9.1792e-05,0.1,1.3125868 +1002.7,1066.782,0.103665784,1112.2808,6340000.0,5700.0,396250.0,,99040.0,9.1536e-05,0.1,1.3841476 +1017.6,1065.158,0.16147067,1112.2788,6350000.0,5709.0,396875.0,,99200.0,9.128e-05,0.1,1.2761896 +1012.7,1063.434,0.08181867,1111.8881,6360000.0,5720.0,397500.0,,99360.0,9.1024e-05,0.1,1.3954524 +1039.3,1062.1539,0.06971046,1111.8868,6370000.0,5729.0,398125.0,,99520.0,9.0768e-05,0.1,1.1755793 +1069.2,1061.135,0.12874499,1111.8856,6380000.0,5738.0,398750.0,,99680.0,9.0512e-05,0.1,1.0878476 +1068.7,1060.335,0.047815178,1111.8845,6390000.0,5747.0,399375.0,,99840.0,9.0256e-05,0.1,1.2497151 +1047.9,1059.3629,0.010623203,1112.0764,6400000.0,5755.0,400000.0,,100000.0,9e-05,0.1,1.2476048 +1033.9,1058.249,0.10535422,1112.075,6410000.0,5764.0,400625.0,,100128.0,8.97952e-05,0.1,1.2806281 +1028.7,1056.977,0.11928953,1112.2661,6420000.0,5772.0,401250.0,,100288.0,8.95392e-05,0.1,1.318224 +1041.3,1055.7529,0.12199654,1112.2643,6430000.0,5781.0,401875.0,,100448.0,8.92832e-05,0.1,1.3287357 +984.6,1054.1539,0.09251006,1112.4547,6440000.0,5789.0,402500.0,,100608.0,8.90272e-05,0.1,1.2130244 +1002.0,1052.555,0.14227916,1112.069,6450000.0,5800.0,403125.0,,100768.0,8.87712e-05,0.1,1.268004 +1024.6,1051.495,0.075914375,1111.8761,6460000.0,5810.0,403750.0,,100928.0,8.85152e-05,0.1,1.1793325 +1021.6,1050.397,0.11782055,1111.6838,6470000.0,5820.0,404375.0,,101088.0,8.82592e-05,0.1,1.2385457 +1030.9,1049.335,0.077638224,1111.683,6480000.0,5829.0,405000.0,,101248.0,8.80032e-05,0.1,1.2237979 +1049.3,1048.7799,0.1023478,1111.6821,6490000.0,5838.0,405625.0,,101376.0,8.77984e-05,0.1,1.2205613 +1046.0,1048.193,0.13744076,1111.8713,6500000.0,5846.0,406250.0,,101536.0,8.75424e-05,0.1,1.2664063 +1035.7,1047.739,0.1491981,1111.6803,6510000.0,5856.0,406875.0,,101696.0,8.72864e-05,0.1,1.1971915 +1020.4,1047.168,0.030381652,1111.49,6520000.0,5866.0,407500.0,,101856.0,8.70304e-05,0.1,1.130129 +1020.5,1046.69,0.058350522,1111.6786,6530000.0,5874.0,408125.0,,102016.0,8.67744e-05,0.1,1.3088615 +1029.0,1046.355,0.10698396,1111.6777,6540000.0,5883.0,408750.0,,102176.0,8.65184e-05,0.1,1.3704908 +1023.9,1045.7399,0.09480995,1111.8656,6550000.0,5891.0,409375.0,,102336.0,8.62624e-05,0.1,1.2440102 +1009.7,1045.025,0.11110577,1111.8644,6560000.0,5900.0,410000.0,,102496.0,8.60064e-05,0.1,1.1957773 +1006.7,1044.357,0.053473417,1111.8633,6570000.0,5909.0,410625.0,,102656.0,8.57504e-05,0.1,1.1108468 +1014.0,1043.3651,0.08474654,1112.05,6580000.0,5917.0,411250.0,,102784.0,8.55456e-05,0.1,1.1717024 +1013.5,1042.3561,0.11774631,1112.0486,6590000.0,5926.0,411875.0,,102944.0,8.52896e-05,0.1,1.1690962 +1001.5,1041.238,0.12982689,1112.0471,6600000.0,5935.0,412500.0,,103104.0,8.50336e-05,0.1,1.0883974 +993.9,1039.91,0.058998957,1112.2329,6610000.0,5943.0,413125.0,,103264.0,8.47776e-05,0.1,1.1640195 +1003.3,1038.815,0.07459274,1112.0443,6620000.0,5953.0,413750.0,,103424.0,8.45216e-05,0.1,1.2384005 +1003.1,1037.573,0.12959549,1112.043,6630000.0,5962.0,414375.0,,103584.0,8.42656e-05,0.1,1.1095327 +992.0,1036.46,0.12108444,1112.0415,6640000.0,5971.0,415000.0,,103744.0,8.40096e-05,0.1,1.1573015 +1025.2,1035.735,0.14588855,1111.8542,6650000.0,5981.0,415625.0,,103904.0,8.37536e-05,0.1,1.2114048 +1039.9,1035.1681,0.18496576,1111.6675,6660000.0,5991.0,416250.0,,104032.0,8.35488e-05,0.1,1.2252121 +1030.7,1034.4951,0.1595011,1111.8519,6670000.0,5999.0,416875.0,,104192.0,8.32928e-05,0.1,1.3376681 +1068.3,1034.099,0.06736645,1111.8508,6680000.0,6008.0,417500.0,,104352.0,8.30368e-05,0.1,1.1960447 +1066.8,1033.6699,0.078309566,1111.8497,6690000.0,6017.0,418125.0,,104512.0,8.27808e-05,0.1,1.182755 +1077.1,1033.281,0.11849409,1111.8486,6700000.0,6026.0,418750.0,,104672.0,8.25248e-05,0.1,1.2037526 +1069.1,1032.861,0.09113766,1112.0319,6710000.0,6034.0,419375.0,,104832.0,8.22688e-05,0.1,1.19471 +1072.0,1032.647,0.097836405,1111.8464,6720000.0,6044.0,420000.0,,104992.0,8.20128e-05,0.1,1.2675612 +1058.6,1032.5701,0.068850406,1111.6617,6730000.0,6054.0,420625.0,,105152.0,8.17568e-05,0.1,1.0485606 +1070.6,1032.8191,0.13528086,1111.6609,6740000.0,6063.0,421250.0,,105312.0,8.15008e-05,0.1,1.2309843 +1037.6,1032.7311,0.1035295,1111.477,6750000.0,6073.0,421875.0,,105440.0,8.1296e-05,0.1,1.1703537 +1046.2,1032.9071,0.09236537,1111.2938,6760000.0,6083.0,422500.0,,105600.0,8.104e-05,0.1,1.0093977 +1053.9,1033.1481,0.14455861,1111.476,6770000.0,6091.0,423125.0,,105760.0,8.0784e-05,0.1,1.1615882 +1036.3,1033.011,0.1559366,1111.4755,6780000.0,6100.0,423750.0,,105920.0,8.0528e-05,0.1,1.141407 +1031.8,1032.8729,0.18207788,1111.6569,6790000.0,6108.0,424375.0,,106080.0,8.0272e-05,0.1,1.2229353 +1039.5,1032.835,0.15650108,1111.656,6800000.0,6117.0,425000.0,,106240.0,8.0016e-05,0.1,1.1299243 +1043.6,1032.973,0.05272009,1111.6553,6810000.0,6126.0,425625.0,,106400.0,7.976e-05,0.1,1.0386649 +1029.6,1032.94,0.11738161,1111.6544,6820000.0,6135.0,426250.0,,106560.0,7.9504e-05,0.1,1.0808979 +1035.2,1032.8851,0.14784414,1111.8346,6830000.0,6143.0,426875.0,,106688.0,7.92992e-05,0.1,1.1830175 +1042.6,1033.0381,0.06912604,1111.8335,6840000.0,6152.0,427500.0,,106848.0,7.90432e-05,0.1,1.2298493 +1023.9,1032.884,0.101360984,1111.8325,6850000.0,6161.0,428125.0,,107008.0,7.87872e-05,0.1,1.2282273 +1043.1,1032.5431,0.12660047,1111.8314,6860000.0,6170.0,428750.0,,107168.0,7.85312e-05,0.1,1.1727864 +1044.4,1031.948,0.12925994,1111.8304,6870000.0,6179.0,429375.0,,107328.0,7.82752e-05,0.1,1.1891869 +1036.1,1031.477,0.15711725,1111.8293,6880000.0,6188.0,430000.0,,107488.0,7.80192e-05,0.1,1.3052347 +1030.0,1031.0049,0.13057156,1111.6489,6890000.0,6198.0,430625.0,,107648.0,7.77632e-05,0.1,1.3197353 +1039.3,1030.501,0.15489282,1111.6482,6900000.0,6207.0,431250.0,,107808.0,7.75072e-05,0.1,1.2923074 +1042.1,1029.814,0.16152301,1111.6473,6910000.0,6216.0,431875.0,,107968.0,7.72512e-05,0.1,1.2972606 +1041.0,1029.44,0.09184292,1111.6466,6920000.0,6225.0,432500.0,,108096.0,7.70464e-05,0.1,1.2321897 +1042.2,1028.963,0.111914486,1111.6459,6930000.0,6234.0,433125.0,,108256.0,7.67904e-05,0.1,1.3529437 +1047.8,1028.6069,0.027134392,1111.8231,6940000.0,6242.0,433750.0,,108416.0,7.65344e-05,0.1,1.1802282 +1040.1,1027.9761,0.10931593,1111.8221,6950000.0,6251.0,434375.0,,108576.0,7.62784e-05,0.1,1.3330894 +1020.9,1027.24,0.11130694,1111.9988,6960000.0,6259.0,435000.0,,108736.0,7.60224e-05,0.1,1.2880738 +1026.7,1026.771,0.07677101,1111.8201,6970000.0,6269.0,435625.0,,108896.0,7.57664e-05,0.1,1.2878611 +1027.5,1026.505,0.13650855,1111.9962,6980000.0,6277.0,436250.0,,109056.0,7.55104e-05,0.1,1.3908055 +1021.9,1026.3519,0.055082995,1112.1719,6990000.0,6285.0,436875.0,,109216.0,7.52544e-05,0.1,1.113061 +1006.0,1025.843,0.08922863,1112.7007,7000000.0,6291.0,437500.0,,109344.0,7.50496e-05,0.1,1.1817722 +1027.7,1025.816,0.06998274,1112.875,7010000.0,6299.0,438125.0,,109504.0,7.47936e-05,0.1,1.3661993 +1033.3,1026.32,0.048896533,1113.049,7020000.0,6307.0,438750.0,,109664.0,7.45376e-05,0.1,1.3938795 +1016.6,1026.614,0.038669776,1113.3988,7030000.0,6314.0,439375.0,,109824.0,7.42816e-05,0.1,1.1852448 +999.8,1026.756,0.0837977,1113.3955,7040000.0,6323.0,440000.0,,109984.0,7.40256e-05,0.1,1.2398901 +992.6,1026.847,0.08699667,1113.744,7050000.0,6330.0,440625.0,,110144.0,7.37696e-05,0.1,1.1940064 +1020.7,1027.232,0.07501463,1113.916,7060000.0,6338.0,441250.0,,110304.0,7.35136e-05,0.1,1.344172 +1029.7,1027.7871,0.027257536,1114.2632,7070000.0,6345.0,441875.0,,110464.0,7.32576e-05,0.1,1.2738461 +1030.1,1028.0771,0.09805766,1114.4341,7080000.0,6353.0,442500.0,,110624.0,7.30016e-05,0.1,1.2153869 +1051.2,1028.3451,0.054296557,1114.7799,7090000.0,6360.0,443125.0,,110752.0,7.27968e-05,0.1,1.1787567 +1102.5,1028.93,0.08777101,1115.1249,7100000.0,6367.0,443750.0,,110912.0,7.25408e-05,0.1,1.2300689 +1111.0,1029.621,0.07513964,1115.2941,7110000.0,6375.0,444375.0,,111072.0,7.22848e-05,0.1,1.1973346 +1095.5,1030.211,0.14626873,1115.6377,7120000.0,6382.0,445000.0,,111232.0,7.20288e-05,0.1,1.1851505 +1083.1,1030.865,0.12140308,1115.8059,7130000.0,6390.0,445625.0,,111392.0,7.17728e-05,0.1,1.1518464 +1082.0,1031.483,0.1805614,1115.9738,7140000.0,6398.0,446250.0,,111552.0,7.15168e-05,0.1,1.3111324 +1049.4,1031.9409,0.03958423,1116.1411,7150000.0,6406.0,446875.0,,111712.0,7.12608e-05,0.1,1.2699203 +1021.2,1031.98,0.09491892,1116.3081,7160000.0,6414.0,447500.0,,111872.0,7.10048e-05,0.1,1.2825652 +997.4,1032.055,0.05660368,1116.6484,7170000.0,6421.0,448125.0,,112000.0,7.08e-05,0.1,1.1294861 +996.0,1032.3491,0.07365425,1116.8145,7180000.0,6429.0,448750.0,,112160.0,7.0544e-05,0.1,1.1702529 +994.9,1032.511,0.022367109,1116.98,7190000.0,6437.0,449375.0,,112320.0,7.0288e-05,0.1,1.1420507 +963.4,1032.085,0.118556716,1117.145,7200000.0,6445.0,450000.0,,112480.0,7.0032e-05,0.1,1.2588754 +969.7,1031.684,0.03119728,1117.4829,7210000.0,6452.0,450625.0,,112640.0,6.9776e-05,0.1,1.3031037 +994.7,1031.418,0.07312529,1117.8201,7220000.0,6459.0,451250.0,,112800.0,6.952e-05,0.1,1.2560065 +997.1,1031.2981,0.0502552,1117.8108,7230000.0,6468.0,451875.0,,112960.0,6.9264e-05,0.1,1.0636334 +997.3,1030.973,0.08426985,1118.1467,7240000.0,6475.0,452500.0,,113120.0,6.9008e-05,0.1,1.4052145 +1031.0,1030.71,0.014439239,1118.3094,7250000.0,6483.0,453125.0,,113280.0,6.8752e-05,0.1,1.2998338 +1022.8,1030.372,0.15933952,1118.644,7260000.0,6490.0,453750.0,,113408.0,6.85472e-05,0.1,1.3894024 +1026.5,1029.9509,0.0800812,1118.8058,7270000.0,6498.0,454375.0,,113568.0,6.82912e-05,0.1,1.2507 +1008.7,1029.527,0.08975348,1118.9672,7280000.0,6506.0,455000.0,,113728.0,6.80352e-05,0.1,1.2419145 +1017.3,1029.499,0.12201144,1119.2998,7290000.0,6513.0,455625.0,,113888.0,6.77792e-05,0.1,1.2447872 +1006.1,1029.312,0.080325976,1119.4602,7300000.0,6521.0,456250.0,,114048.0,6.75232e-05,0.1,1.2217326 +1000.2,1029.196,0.1005418,1119.6201,7310000.0,6529.0,456875.0,,114208.0,6.72672e-05,0.1,1.3730446 +999.5,1029.396,0.0879438,1119.7797,7320000.0,6537.0,457500.0,,114368.0,6.70112e-05,0.1,1.2658881 +1002.1,1029.6691,0.15707855,1120.11,7330000.0,6544.0,458125.0,,114528.0,6.67552e-05,0.1,1.3631456 +1027.0,1029.9121,0.12560542,1120.2687,7340000.0,6552.0,458750.0,,114656.0,6.65504e-05,0.1,1.3950503 +1022.3,1029.959,0.075057216,1120.4269,7350000.0,6560.0,459375.0,,114816.0,6.62944e-05,0.1,1.2967219 +1030.8,1030.1399,0.076277055,1120.5846,7360000.0,6568.0,460000.0,,114976.0,6.60384e-05,0.1,1.2741878 +1032.7,1030.0739,0.08349833,1120.7421,7370000.0,6576.0,460625.0,,115136.0,6.57824e-05,0.1,1.3961822 +1023.7,1029.619,0.099724256,1121.0695,7380000.0,6583.0,461250.0,,115296.0,6.55264e-05,0.1,1.3346634 +1006.8,1029.0,0.09526724,1121.226,7390000.0,6591.0,461875.0,,115456.0,6.52704e-05,0.1,1.2235417 +999.7,1028.5181,0.08121336,1121.552,7400000.0,6598.0,462500.0,,115616.0,6.50144e-05,0.1,1.3093507 +1008.7,1028.2661,0.06780142,1121.7075,7410000.0,6606.0,463125.0,,115776.0,6.47584e-05,0.1,1.3599639 +1041.2,1028.3911,0.04913608,1121.8627,7420000.0,6614.0,463750.0,,115936.0,6.45024e-05,0.1,1.2762814 +1041.8,1028.3961,0.070586696,1122.187,7430000.0,6621.0,464375.0,,116064.0,6.42976e-05,0.1,1.2864659 +1041.3,1028.963,0.023663856,1122.5106,7440000.0,6628.0,465000.0,,116224.0,6.40416e-05,0.1,1.1776583 +1033.2,1029.275,0.08377098,1122.6643,7450000.0,6636.0,465625.0,,116384.0,6.37856e-05,0.1,1.2629105 +1031.8,1029.347,0.07442517,1122.8176,7460000.0,6644.0,466250.0,,116544.0,6.35296e-05,0.1,1.2961719 +1033.7,1029.468,0.02815259,1123.1394,7470000.0,6651.0,466875.0,,116704.0,6.32736e-05,0.1,1.165737 +1008.0,1029.239,0.0090518985,1123.4604,7480000.0,6658.0,467500.0,,116864.0,6.30176e-05,0.1,1.4166343 +986.1,1028.607,0.1778891,1123.6123,7490000.0,6666.0,468125.0,,117024.0,6.27616e-05,0.1,1.2184001 +974.6,1027.8931,0.080036804,1123.9323,7500000.0,6673.0,468750.0,,117184.0,6.25056e-05,0.1,1.383729 +982.7,1027.3632,0.087683335,1124.0833,7510000.0,6681.0,469375.0,,117312.0,6.23008e-05,0.1,1.1410165 +1007.4,1027.233,0.09434019,1124.2338,7520000.0,6689.0,470000.0,,117472.0,6.20448e-05,0.1,1.2386632 +1014.7,1027.175,0.115214884,1124.384,7530000.0,6697.0,470625.0,,117632.0,6.17888e-05,0.1,1.3032885 +1018.9,1027.0741,0.1207133,1124.7017,7540000.0,6704.0,471250.0,,117792.0,6.15328e-05,0.1,1.3083448 +1012.4,1026.959,0.08224937,1124.851,7550000.0,6712.0,471875.0,,117952.0,6.12768e-05,0.1,1.2753441 +1003.7,1026.899,0.12654123,1125.1675,7560000.0,6719.0,472500.0,,118112.0,6.10208e-05,0.1,1.253163 +1030.8,1027.14,0.09288144,1125.3159,7570000.0,6727.0,473125.0,,118272.0,6.07648e-05,0.1,1.2679793 +1026.9,1027.2689,0.08514003,1125.6311,7580000.0,6734.0,473750.0,,118432.0,6.05088e-05,0.1,1.2214093 +1009.7,1027.231,0.119648576,1125.7787,7590000.0,6742.0,474375.0,,118592.0,6.02528e-05,0.1,1.3140545 +1025.7,1027.473,0.09707398,1126.0928,7600000.0,6749.0,475000.0,,118720.0,6.0048e-05,0.1,1.2032117 +1042.3,1027.957,0.119999506,1126.2395,7610000.0,6757.0,475625.0,,118880.0,5.9792e-05,0.1,1.211369 +1042.6,1028.35,0.13401066,1126.3859,7620000.0,6765.0,476250.0,,119040.0,5.9536e-05,0.1,1.3265338 +1073.0,1029.049,0.10305076,1126.5319,7630000.0,6773.0,476875.0,,119200.0,5.928e-05,0.1,1.3404627 +1057.9,1029.708,0.11543414,1126.5114,7640000.0,6782.0,477500.0,,119360.0,5.9024e-05,0.1,1.2116286 +1054.2,1029.998,0.08827107,1126.8228,7650000.0,6789.0,478125.0,,119520.0,5.8768e-05,0.1,1.2347867 +1059.2,1030.191,0.055330195,1126.802,7660000.0,6798.0,478750.0,,119680.0,5.8512e-05,0.1,1.3713498 +1050.0,1030.384,0.06052511,1126.9468,7670000.0,6806.0,479375.0,,119840.0,5.8256e-05,0.1,1.2397242 +1060.8,1030.3091,0.12771495,1127.2567,7680000.0,6813.0,480000.0,,120000.0,5.8e-05,0.1,1.2600965 +1054.8,1030.189,0.064479806,1127.566,7690000.0,6820.0,480625.0,,120128.0,5.77952e-05,0.1,1.1705567 +1034.2,1029.76,0.030502321,1127.8746,7700000.0,6827.0,481250.0,,120288.0,5.75392e-05,0.1,1.2395902 +1027.8,1029.3469,0.09039388,1127.8525,7710000.0,6836.0,481875.0,,120448.0,5.72832e-05,0.1,1.2098628 +1054.8,1029.175,0.07552148,1127.9954,7720000.0,6844.0,482500.0,,120608.0,5.70272e-05,0.1,1.3290446 +1065.8,1029.247,0.10161805,1128.3025,7730000.0,6851.0,483125.0,,120768.0,5.67712e-05,0.1,1.3422375 +1066.7,1029.208,0.13513844,1128.4443,7740000.0,6859.0,483750.0,,120928.0,5.65152e-05,0.1,1.3516479 +1043.4,1029.266,0.15676124,1128.5859,7750000.0,6867.0,484375.0,,121088.0,5.62592e-05,0.1,1.3655224 +1055.7,1029.361,0.1485371,1128.5631,7760000.0,6876.0,485000.0,,121248.0,5.60032e-05,0.1,1.355057 +1059.4,1029.4161,0.1714617,1128.8683,7770000.0,6883.0,485625.0,,121376.0,5.57984e-05,0.1,1.3637753 +1043.5,1029.4879,0.065327086,1129.0089,7780000.0,6891.0,486250.0,,121536.0,5.55424e-05,0.1,1.2695595 +1034.4,1029.514,0.07717348,1129.1492,7790000.0,6899.0,486875.0,,121696.0,5.52864e-05,0.1,1.3346937 +1022.7,1029.3461,0.11818112,1129.4526,7800000.0,6906.0,487500.0,,121856.0,5.50304e-05,0.1,1.3110507 +991.6,1028.826,0.12920819,1129.5922,7810000.0,6914.0,488125.0,,122016.0,5.47744e-05,0.1,1.338293 +1002.1,1028.551,0.14115196,1129.7313,7820000.0,6922.0,488750.0,,122176.0,5.45184e-05,0.1,1.2928009 +1007.4,1028.2731,0.0752162,1130.0332,7830000.0,6929.0,489375.0,,122336.0,5.42624e-05,0.1,1.2509294 +1004.8,1027.895,0.15360612,1130.0087,7840000.0,6938.0,490000.0,,122496.0,5.40064e-05,0.1,1.2891815 +1011.0,1027.766,0.06916173,1130.3096,7850000.0,6945.0,490625.0,,122656.0,5.37504e-05,0.1,1.332304 +1015.2,1027.4869,0.06899753,1130.4473,7860000.0,6953.0,491250.0,,122784.0,5.35456e-05,0.1,1.230689 +998.8,1027.0309,0.10082488,1130.5847,7870000.0,6961.0,491875.0,,122944.0,5.32896e-05,0.1,1.2945431 +989.7,1026.567,0.1715601,1130.7218,7880000.0,6969.0,492500.0,,123104.0,5.30336e-05,0.1,1.3177449 +983.7,1026.104,0.06636167,1130.6965,7890000.0,6978.0,493125.0,,123264.0,5.27776e-05,0.1,1.3823094 +974.3,1025.4541,0.08507302,1130.8331,7900000.0,6986.0,493750.0,,123424.0,5.25216e-05,0.1,1.2184274 +953.3,1024.5659,0.061527506,1130.9694,7910000.0,6994.0,494375.0,,123584.0,5.22656e-05,0.1,1.255506 +937.8,1023.534,0.13736957,1131.267,7920000.0,7001.0,495000.0,,123744.0,5.20096e-05,0.1,1.1338173 +931.3,1022.42487,0.14688839,1131.4025,7930000.0,7009.0,495625.0,,123904.0,5.17536e-05,0.1,1.3637958 +959.7,1021.5439,0.09631972,1131.5377,7940000.0,7017.0,496250.0,,124032.0,5.15488e-05,0.1,1.351474 +952.2,1020.665,0.062101353,1131.8337,7950000.0,7024.0,496875.0,,124192.0,5.12928e-05,0.1,1.2920856 +971.0,1020.1661,0.14203529,1131.9681,7960000.0,7032.0,497500.0,,124352.0,5.10368e-05,0.1,1.2776046 +983.7,1019.7361,0.06873112,1131.9415,7970000.0,7041.0,498125.0,,124512.0,5.07808e-05,0.1,1.348953 +975.4,1019.2151,0.13766333,1132.0754,7980000.0,7049.0,498750.0,,124672.0,5.05248e-05,0.1,1.2408966 +989.8,1018.894,0.08494607,1132.3696,7990000.0,7056.0,499375.0,,124832.0,5.02688e-05,0.1,1.3572798 +991.8,1018.75195,0.1525946,1132.5028,8000000.0,7064.0,500000.0,,124992.0,5.00128e-05,0.1,1.3368797 +996.2,1018.43695,0.07309727,1132.4756,8010000.0,7073.0,500625.0,,125152.0,4.97568e-05,0.1,1.1245854 +976.6,1017.87,0.051261388,1132.7683,8020000.0,7080.0,501250.0,,125312.0,4.95008e-05,0.1,1.1475482 +966.9,1017.373,0.10847486,1133.0605,8030000.0,7087.0,501875.0,,125440.0,4.9296e-05,0.1,1.1515326 +987.0,1017.245,0.1336467,1133.3522,8040000.0,7094.0,502500.0,,125600.0,4.904e-05,0.1,1.1827863 +987.4,1017.19305,0.07313459,1133.4835,8050000.0,7102.0,503125.0,,125760.0,4.8784e-05,0.1,1.108082 +984.1,1016.82697,0.065084554,1133.774,8060000.0,7109.0,503750.0,,125920.0,4.8528e-05,0.1,1.1475242 +976.3,1016.29297,0.13530304,1133.9048,8070000.0,7117.0,504375.0,,126080.0,4.8272e-05,0.1,1.2704527 +981.1,1015.80304,0.122442074,1134.035,8080000.0,7125.0,505000.0,,126240.0,4.8016e-05,0.1,1.2926652 +983.1,1015.122,0.14661682,1134.3242,8090000.0,7132.0,505625.0,,126400.0,4.776e-05,0.1,1.3195451 +995.0,1014.04706,0.1353475,1134.2949,8100000.0,7141.0,506250.0,,126560.0,4.7504e-05,0.1,1.2837609 +1000.4,1012.94104,0.04482645,1134.7418,8110000.0,7147.0,506875.0,,126688.0,4.72992e-05,0.1,1.166141 +1020.2,1012.18805,0.08485391,1134.8707,8120000.0,7155.0,507500.0,,126848.0,4.70432e-05,0.1,1.3653207 +1014.0,1011.497,0.15624274,1135.1578,8130000.0,7162.0,508125.0,,127008.0,4.67872e-05,0.1,1.2888997 +1025.5,1010.932,0.22452956,1135.2859,8140000.0,7170.0,508750.0,,127168.0,4.65312e-05,0.1,1.24618 +1033.9,1010.77704,0.073885664,1135.4138,8150000.0,7178.0,509375.0,,127328.0,4.62752e-05,0.1,1.3664637 +994.2,1010.507,0.060353804,1135.5414,8160000.0,7186.0,510000.0,,127488.0,4.60192e-05,0.1,1.2269334 +997.4,1010.507,0.10763936,1135.6686,8170000.0,7194.0,510625.0,,127648.0,4.57632e-05,0.1,1.2121277 +972.3,1010.27,0.06498778,1135.7957,8180000.0,7202.0,511250.0,,127808.0,4.55072e-05,0.1,1.3370106 +974.2,1010.06305,0.124186024,1135.9224,8190000.0,7210.0,511875.0,,127968.0,4.52512e-05,0.1,1.2831174 +964.7,1010.076,0.05726178,1136.0487,8200000.0,7218.0,512500.0,,128096.0,4.50464e-05,0.1,1.2769964 +957.1,1009.9501,0.11541444,1136.3322,8210000.0,7225.0,513125.0,,128256.0,4.47904e-05,0.1,1.3787547 +958.4,1009.58704,0.15181275,1136.4579,8220000.0,7233.0,513750.0,,128416.0,4.45344e-05,0.1,1.4568052 +975.6,1009.372,0.07517228,1136.7404,8230000.0,7240.0,514375.0,,128576.0,4.42784e-05,0.1,1.2100034 +966.4,1009.06305,0.094343215,1137.0222,8240000.0,7247.0,515000.0,,128736.0,4.40224e-05,0.1,1.4025016 +964.5,1008.39795,0.08997642,1137.1469,8250000.0,7255.0,515625.0,,128896.0,4.37664e-05,0.1,1.3156015 +954.6,1007.716,0.0930586,1137.4277,8260000.0,7262.0,516250.0,,129056.0,4.35104e-05,0.1,1.1682944 +955.5,1007.0059,0.12887956,1137.7081,8270000.0,7269.0,516875.0,,129216.0,4.32544e-05,0.1,1.4042718 +979.8,1006.71704,0.029607847,1137.9879,8280000.0,7276.0,517500.0,,129344.0,4.30496e-05,0.1,1.2403333 +969.1,1006.235,0.097616516,1138.111,8290000.0,7284.0,518125.0,,129504.0,4.27936e-05,0.1,1.2512724 +949.3,1005.66693,0.09996071,1138.3898,8300000.0,7291.0,518750.0,,129664.0,4.25376e-05,0.1,1.2042267 +981.0,1005.4749,0.10566513,1138.5121,8310000.0,7299.0,519375.0,,129824.0,4.22816e-05,0.1,1.2181466 +984.0,1005.32,0.065988496,1138.79,8320000.0,7306.0,520000.0,,129984.0,4.20256e-05,0.1,1.1597676 +987.9,1005.1779,0.040328834,1138.9116,8330000.0,7314.0,520625.0,,130144.0,4.17696e-05,0.1,1.1867645 +1000.9,1004.91693,0.020512348,1139.0331,8340000.0,7322.0,521250.0,,130304.0,4.15136e-05,0.1,1.1788619 +1003.5,1004.7289,0.0854447,1139.1542,8350000.0,7330.0,521875.0,,130464.0,4.12576e-05,0.1,1.1151263 +1012.8,1004.5489,0.11733703,1139.275,8360000.0,7338.0,522500.0,,130624.0,4.10016e-05,0.1,1.1345607 +1019.9,1004.42096,0.09772512,1139.5507,8370000.0,7345.0,523125.0,,130752.0,4.07968e-05,0.1,1.2521739 +1031.2,1004.49603,0.08478774,1139.8259,8380000.0,7352.0,523750.0,,130912.0,4.05408e-05,0.1,1.2056217 +1035.5,1004.783,0.09363994,1140.1006,8390000.0,7359.0,524375.0,,131072.0,4.02848e-05,0.1,1.2534162 +1051.1,1005.29706,0.09543114,1140.3746,8400000.0,7366.0,525000.0,,131232.0,4.00288e-05,0.1,1.3027236 +1035.3,1005.56305,0.09127653,1140.6483,8410000.0,7373.0,525625.0,,131392.0,3.97728e-05,0.1,1.2496358 +1010.2,1005.25305,0.118981756,1140.7668,8420000.0,7381.0,526250.0,,131552.0,3.95168e-05,0.1,1.3496032 +1014.6,1004.9811,0.06806587,1141.0396,8430000.0,7388.0,526875.0,,131712.0,3.92608e-05,0.1,1.2193505 +1037.3,1004.94104,0.05331079,1141.1573,8440000.0,7396.0,527500.0,,131872.0,3.90048e-05,0.1,1.314208 +1004.4,1004.6531,0.14134331,1141.4292,8450000.0,7403.0,528125.0,,132000.0,3.88e-05,0.1,1.2160451 +991.1,1004.24603,0.06483424,1141.5464,8460000.0,7411.0,528750.0,,132160.0,3.8544e-05,0.1,1.2612027 +984.6,1003.755,0.06161452,1141.8173,8470000.0,7418.0,529375.0,,132320.0,3.8288e-05,0.1,1.229367 +989.1,1003.56604,0.058778197,1142.0875,8480000.0,7425.0,530000.0,,132480.0,3.8032e-05,0.1,1.2562003 +991.8,1003.62305,0.09520685,1142.2037,8490000.0,7433.0,530625.0,,132640.0,3.7776e-05,0.1,1.2299898 +998.8,1003.8649,0.13404268,1142.4731,8500000.0,7440.0,531250.0,,132800.0,3.752e-05,0.1,1.1407096 +981.0,1003.84796,0.08438186,1142.7421,8510000.0,7447.0,531875.0,,132960.0,3.7264e-05,0.1,1.1787217 +995.5,1003.7289,0.08117154,1142.8572,8520000.0,7455.0,532500.0,,133120.0,3.7008e-05,0.1,1.1991318 +998.0,1003.562,0.13664262,1143.1251,8530000.0,7462.0,533125.0,,133280.0,3.6752e-05,0.1,1.301841 +988.1,1003.25397,0.096445635,1143.3927,8540000.0,7469.0,533750.0,,133408.0,3.65472e-05,0.1,1.1653106 +995.5,1003.085,0.114712834,1143.6597,8550000.0,7476.0,534375.0,,133568.0,3.62912e-05,0.1,1.2395694 +996.1,1003.00903,0.10700578,1143.7734,8560000.0,7484.0,535000.0,,133728.0,3.60352e-05,0.1,1.2254547 +1013.3,1002.83405,0.107823305,1144.0396,8570000.0,7491.0,535625.0,,133888.0,3.57792e-05,0.1,1.3081737 +1041.3,1002.97797,0.1646111,1144.3052,8580000.0,7498.0,536250.0,,134048.0,3.55232e-05,0.1,1.5042248 +1048.7,1003.368,0.10054998,1144.4178,8590000.0,7506.0,536875.0,,134208.0,3.52672e-05,0.1,1.3162043 +1044.9,1003.55994,0.13765658,1144.5302,8600000.0,7514.0,537500.0,,134368.0,3.50112e-05,0.1,1.1812556 +1070.5,1003.842,0.054926254,1144.7946,8610000.0,7521.0,538125.0,,134528.0,3.47552e-05,0.1,1.2454293 +1064.6,1004.062,0.1702938,1145.0585,8620000.0,7528.0,538750.0,,134656.0,3.45504e-05,0.1,1.2730635 +1072.8,1004.06,0.07580843,1145.3218,8630000.0,7535.0,539375.0,,134816.0,3.42944e-05,0.1,1.1978118 +1040.9,1003.89,0.062075555,1145.4329,8640000.0,7543.0,540000.0,,134976.0,3.40384e-05,0.1,1.2578146 +1014.3,1003.49097,0.07592614,1145.5436,8650000.0,7551.0,540625.0,,135136.0,3.37824e-05,0.1,1.1585631 +1013.1,1003.0299,0.073736176,1145.6542,8660000.0,7559.0,541250.0,,135296.0,3.35264e-05,0.1,1.2034671 +1013.0,1002.66,0.097936235,1145.9159,8670000.0,7566.0,541875.0,,135456.0,3.32704e-05,0.1,1.2001623 +995.8,1002.01,0.11871892,1146.0259,8680000.0,7574.0,542500.0,,135616.0,3.30144e-05,0.1,1.2101102 +995.1,1001.41296,0.100548364,1146.2867,8690000.0,7581.0,543125.0,,135776.0,3.27584e-05,0.1,1.2758461 +989.8,1000.96893,0.19508639,1146.3961,8700000.0,7589.0,543750.0,,135936.0,3.25024e-05,0.1,1.2250395 +968.5,1000.3759,0.03773388,1146.6561,8710000.0,7596.0,544375.0,,136064.0,3.22976e-05,0.1,1.2295729 +976.5,999.593,0.10905224,1146.7649,8720000.0,7604.0,545000.0,,136224.0,3.20416e-05,0.1,1.2251273 +963.8,998.5729,0.07208466,1147.024,8730000.0,7611.0,545625.0,,136384.0,3.17856e-05,0.1,1.2787831 +961.1,997.51697,0.04860606,1147.1322,8740000.0,7619.0,546250.0,,136544.0,3.15296e-05,0.1,1.2742546 +965.2,996.735,0.10489486,1147.2401,8750000.0,7627.0,546875.0,,136704.0,3.12736e-05,0.1,1.225905 +997.4,996.15204,0.1241633,1147.498,8760000.0,7634.0,547500.0,,136864.0,3.10176e-05,0.1,1.2166315 +1004.5,995.60297,0.022784386,1147.6053,8770000.0,7642.0,548125.0,,137024.0,3.07616e-05,0.1,1.3210595 +1018.4,995.35205,0.048104074,1147.7124,8780000.0,7650.0,548750.0,,137184.0,3.05056e-05,0.1,1.0822437 +1018.4,995.19196,0.111765146,1147.9692,8790000.0,7657.0,549375.0,,137312.0,3.03008e-05,0.1,1.0995743 +1044.7,995.41205,0.101276465,1148.2255,8800000.0,7664.0,550000.0,,137472.0,3.00448e-05,0.1,1.2438344 +1055.4,996.0499,0.09672608,1148.1819,8810000.0,7673.0,550625.0,,137632.0,2.97888e-05,0.1,1.252454 +1050.0,996.529,0.09312079,1148.288,8820000.0,7681.0,551250.0,,137792.0,2.95328e-05,0.1,1.2471535 +1040.3,996.858,0.05688802,1148.5432,8830000.0,7688.0,551875.0,,137952.0,2.92768e-05,0.1,1.1746452 +1028.3,997.0929,0.112882026,1148.798,8840000.0,7695.0,552500.0,,138112.0,2.90208e-05,0.1,1.297682 +1020.7,997.18994,0.08580638,1148.9031,8850000.0,7703.0,553125.0,,138272.0,2.87648e-05,0.1,1.1832824 +1010.0,997.13794,0.071825616,1149.157,8860000.0,7710.0,553750.0,,138432.0,2.85088e-05,0.1,1.2942294 +985.3,997.003,0.062154077,1149.4104,8870000.0,7717.0,554375.0,,138592.0,2.82528e-05,0.1,1.0948827 +980.7,996.91296,0.05397427,1149.5145,8880000.0,7725.0,555000.0,,138720.0,2.8048e-05,0.1,1.2062945 +958.5,996.66095,0.024520222,1149.7672,8890000.0,7732.0,555625.0,,138880.0,2.7792e-05,0.1,1.1505356 +966.9,996.587,0.091074,1150.0194,8900000.0,7739.0,556250.0,,139040.0,2.7536e-05,0.1,1.2285829 +977.4,996.82794,0.11142586,1150.1227,8910000.0,7747.0,556875.0,,139200.0,2.728e-05,0.1,1.1324039 +982.9,997.279,0.15114874,1150.2257,8920000.0,7755.0,557500.0,,139360.0,2.7024e-05,0.1,1.0521287 +994.5,997.911,0.10770833,1150.4767,8930000.0,7762.0,558125.0,,139520.0,2.6768e-05,0.1,1.2277976 +999.3,998.30695,0.09411773,1150.7273,8940000.0,7769.0,558750.0,,139680.0,2.6512e-05,0.1,1.1925334 +1008.4,998.8689,0.098081596,1150.8293,8950000.0,7777.0,559375.0,,139840.0,2.6256e-05,0.1,1.3077812 +1015.7,999.31604,0.05479179,1151.0791,8960000.0,7784.0,560000.0,,140000.0,2.6e-05,0.1,1.1742224 +1027.0,999.74896,0.10521944,1151.3285,8970000.0,7791.0,560625.0,,140128.0,2.57952e-05,0.1,1.1385145 +1024.7,1000.2421,0.112260714,1151.4297,8980000.0,7799.0,561250.0,,140288.0,2.55392e-05,0.1,1.1879216 +1041.0,1000.7541,0.14465438,1151.5306,8990000.0,7807.0,561875.0,,140448.0,2.52832e-05,0.1,1.1835188 +1048.7,1001.3231,0.0050592097,1151.7788,9000000.0,7814.0,562500.0,,140608.0,2.50272e-05,0.1,1.1247941 +1040.4,1001.7651,0.09738228,1152.0266,9010000.0,7821.0,563125.0,,140768.0,2.47712e-05,0.1,1.1604445 +1074.7,1002.74603,0.12085044,1152.1267,9020000.0,7829.0,563750.0,,140928.0,2.45152e-05,0.1,1.1389614 +1058.3,1003.6601,0.042141326,1152.2266,9030000.0,7837.0,564375.0,,141088.0,2.42592e-05,0.1,1.1225579 +1014.4,1003.93396,0.03156309,1152.3263,9040000.0,7845.0,565000.0,,141248.0,2.40032e-05,0.1,1.1333857 +1013.2,1004.19214,0.10819828,1152.5726,9050000.0,7852.0,565625.0,,141376.0,2.37984e-05,0.1,1.1382935 +991.9,1004.27,0.13281173,1152.8185,9060000.0,7859.0,566250.0,,141536.0,2.35424e-05,0.1,1.3099284 +988.7,1004.39404,0.13176899,1152.9172,9070000.0,7867.0,566875.0,,141696.0,2.32864e-05,0.1,1.1352024 +984.0,1004.42303,0.13836306,1153.1624,9080000.0,7874.0,567500.0,,141856.0,2.30304e-05,0.1,1.1760402 +973.1,1004.32306,0.062153585,1153.407,9090000.0,7881.0,568125.0,,142016.0,2.27744e-05,0.1,1.0679616 +972.4,1004.09705,0.15142584,1153.3586,9100000.0,7890.0,568750.0,,142176.0,2.25184e-05,0.1,1.249437 +992.3,1004.016,0.040772893,1153.4565,9110000.0,7898.0,569375.0,,142336.0,2.22624e-05,0.1,1.1416931 +979.6,1003.61,0.121064715,1153.5543,9120000.0,7906.0,570000.0,,142496.0,2.20064e-05,0.1,1.1401662 +983.5,1003.305,0.10792869,1153.6517,9130000.0,7914.0,570625.0,,142656.0,2.17504e-05,0.1,1.0564011 +974.8,1002.79803,0.14832912,1154.0404,9140000.0,7920.0,571250.0,,142784.0,2.15456e-05,0.1,1.0952194 +988.7,1002.346,0.17063873,1154.1372,9150000.0,7928.0,571875.0,,142944.0,2.12896e-05,0.1,1.053132 +987.1,1002.275,0.07928234,1154.3793,9160000.0,7935.0,572500.0,,143104.0,2.10336e-05,0.1,1.1573278 +1000.0,1002.301,0.091697454,1154.4756,9170000.0,7943.0,573125.0,,143264.0,2.07776e-05,0.1,1.073288 +1017.4,1002.75214,0.11774573,1154.717,9180000.0,7950.0,573750.0,,143424.0,2.05216e-05,0.1,1.0910081 +1054.6,1003.556,0.10498102,1154.6677,9190000.0,7959.0,574375.0,,143584.0,2.02656e-05,0.1,1.2278486 +1061.0,1004.51904,0.10543887,1154.7634,9200000.0,7967.0,575000.0,,143744.0,2.00096e-05,0.1,1.3113674 +1058.4,1005.532,0.01690046,1154.8589,9210000.0,7975.0,575625.0,,143904.0,1.97536e-05,0.1,1.2380885 +1076.5,1006.7131,0.1102647,1154.9542,9220000.0,7983.0,576250.0,,144032.0,1.95488e-05,0.1,1.1461751 +1082.2,1007.779,0.14779203,1155.0494,9230000.0,7991.0,576875.0,,144192.0,1.92928e-05,0.1,1.1482487 +1086.6,1008.9811,0.111295804,1155.2888,9240000.0,7998.0,577500.0,,144352.0,1.90368e-05,0.1,1.1711905 +1072.0,1010.056,0.086572334,1155.3834,9250000.0,8006.0,578125.0,,144512.0,1.87808e-05,0.1,1.1610283 +1041.8,1010.92804,0.064719856,1155.6221,9260000.0,8013.0,578750.0,,144672.0,1.85248e-05,0.1,1.1375523 +1063.5,1012.008,0.10879151,1155.8604,9270000.0,8020.0,579375.0,,144832.0,1.82688e-05,0.1,1.2293434 +1057.4,1012.784,0.0941131,1155.9541,9280000.0,8028.0,580000.0,,144992.0,1.80128e-05,0.1,1.2054493 +1061.7,1013.7099,0.074186645,1156.1917,9290000.0,8035.0,580625.0,,145152.0,1.77568e-05,0.1,1.1819746 +1057.1,1014.78796,0.11701446,1156.2849,9300000.0,8043.0,581250.0,,145312.0,1.75008e-05,0.1,1.1728637 +1041.8,1015.39594,0.057798505,1156.5217,9310000.0,8050.0,581875.0,,145440.0,1.7296e-05,0.1,1.1626241 +1063.0,1016.18604,0.120704114,1156.758,9320000.0,8057.0,582500.0,,145600.0,1.704e-05,0.1,1.1686721 +1065.8,1016.9649,0.15146743,1156.8506,9330000.0,8065.0,583125.0,,145760.0,1.6784e-05,0.1,1.0995828 +1071.2,1017.66797,0.082348436,1157.0862,9340000.0,8072.0,583750.0,,145920.0,1.6528e-05,0.1,1.2467682 +1065.9,1018.29193,0.119002506,1157.1782,9350000.0,8080.0,584375.0,,146080.0,1.6272e-05,0.1,1.1538036 +1063.7,1018.80096,0.10364136,1157.4131,9360000.0,8087.0,585000.0,,146240.0,1.6016e-05,0.1,1.1894716 +1050.4,1019.106,0.17086296,1157.5046,9370000.0,8095.0,585625.0,,146400.0,1.576e-05,0.1,1.2410395 +1063.9,1019.433,0.11979195,1157.7388,9380000.0,8102.0,586250.0,,146560.0,1.5504e-05,0.1,1.2202611 +1044.9,1019.527,0.122184865,1157.9727,9390000.0,8109.0,586875.0,,146688.0,1.52992e-05,0.1,1.1442077 +1022.1,1019.23694,0.10339786,1158.0634,9400000.0,8117.0,587500.0,,146848.0,1.50432e-05,0.1,1.0721092 +1042.7,1019.31104,0.114330344,1158.1538,9410000.0,8125.0,588125.0,,147008.0,1.47872e-05,0.1,1.2003816 +1047.7,1019.6861,0.0393827,1158.3866,9420000.0,8132.0,588750.0,,147168.0,1.45312e-05,0.1,1.1605879 +1067.8,1020.218,0.05420444,1158.619,9430000.0,8139.0,589375.0,,147328.0,1.42752e-05,0.1,1.1779237 +1065.0,1020.49506,0.079951495,1158.7087,9440000.0,8147.0,590000.0,,147488.0,1.40192e-05,0.1,1.2585163 +1048.3,1020.93396,0.06744859,1158.9404,9450000.0,8154.0,590625.0,,147648.0,1.37632e-05,0.1,1.0866089 +1023.1,1021.25397,0.030057156,1159.1716,9460000.0,8161.0,591250.0,,147808.0,1.35072e-05,0.1,1.14527 +1015.5,1021.563,0.09800847,1159.2606,9470000.0,8169.0,591875.0,,147968.0,1.32512e-05,0.1,1.2804792 +983.3,1021.50494,0.123728916,1159.633,9480000.0,8175.0,592500.0,,148096.0,1.30464e-05,0.1,0.97493154 +990.5,1021.49194,0.096107475,1159.7213,9490000.0,8183.0,593125.0,,148256.0,1.27904e-05,0.1,1.1014935 +996.7,1021.47095,0.15739153,1159.9512,9500000.0,8190.0,593750.0,,148416.0,1.25344e-05,0.1,1.0339453 +1009.2,1021.753,0.24273236,1160.0391,9510000.0,8198.0,594375.0,,148576.0,1.22784e-05,0.1,1.2072073 +1032.6,1022.1241,0.091029115,1160.1267,9520000.0,8206.0,595000.0,,148736.0,1.20224e-05,0.1,1.2124791 +1059.1,1022.735,0.15867235,1160.3556,9530000.0,8213.0,595625.0,,148896.0,1.17664e-05,0.1,1.0994645 +1058.0,1023.4341,0.14945532,1160.4427,9540000.0,8221.0,596250.0,,149056.0,1.15104e-05,0.1,1.1542768 +1062.0,1024.099,0.13930638,1160.5298,9550000.0,8229.0,596875.0,,149216.0,1.12544e-05,0.1,1.1453545 +1051.0,1024.6481,0.030958252,1160.7577,9560000.0,8236.0,597500.0,,149344.0,1.10496e-05,0.1,1.1604764 +1029.3,1024.808,0.055105045,1160.8442,9570000.0,8244.0,598125.0,,149504.0,1.07936e-05,0.1,1.2596786 +1037.8,1024.773,0.091909915,1161.0714,9580000.0,8251.0,598750.0,,149664.0,1.05376e-05,0.1,1.0603404 +1026.4,1024.5499,0.076810315,1161.1575,9590000.0,8259.0,599375.0,,149824.0,1.02816e-05,0.1,1.1763703 +1025.7,1024.3579,0.10363798,1161.384,9600000.0,8266.0,600000.0,,149984.0,1.00256e-05,0.1,1.1416575 +1023.6,1023.88904,0.0866349,1161.3293,9610000.0,8275.0,600625.0,,150144.0,9.7696e-06,0.1,1.0560756 +1029.3,1023.53595,0.14686735,1161.4149,9620000.0,8283.0,601250.0,,150304.0,9.5136e-06,0.1,1.1408751 +1029.5,1023.103,0.092203096,1161.5004,9630000.0,8291.0,601875.0,,150464.0,9.2576e-06,0.1,1.1998496 +1023.7,1022.931,0.19913302,1161.5857,9640000.0,8299.0,602500.0,,150624.0,9.0016e-06,0.1,1.0668893 +1017.8,1022.96594,0.106303655,1161.8108,9650000.0,8306.0,603125.0,,150752.0,8.7968e-06,0.1,1.2876365 +1012.5,1022.96,0.15086403,1161.8956,9660000.0,8314.0,603750.0,,150912.0,8.5408e-06,0.1,1.2059152 +1017.3,1023.003,0.07794069,1162.12,9670000.0,8321.0,604375.0,,151072.0,8.2848e-06,0.1,1.2713845 +1018.3,1023.22797,0.09569517,1162.2043,9680000.0,8329.0,605000.0,,151232.0,8.0288e-06,0.1,1.1559303 +1022.6,1023.50287,0.03400527,1162.428,9690000.0,8336.0,605625.0,,151392.0,7.7728e-06,0.1,1.118298 +1006.0,1023.6649,0.044373475,1162.6514,9700000.0,8343.0,606250.0,,151552.0,7.5168e-06,0.1,1.1679548 +1016.4,1024.1439,0.09950857,1162.8743,9710000.0,8350.0,606875.0,,151712.0,7.2608e-06,0.1,1.2499464 +1027.5,1024.6539,0.10442954,1163.0968,9720000.0,8357.0,607500.0,,151872.0,7.0048e-06,0.1,1.1157794 +1025.8,1025.2739,0.12605706,1163.319,9730000.0,8364.0,608125.0,,152000.0,6.8e-06,0.1,1.1762875 +1020.4,1025.8668,0.1380619,1163.5408,9740000.0,8371.0,608750.0,,152160.0,6.544e-06,0.1,1.184351 +1029.8,1026.513,0.1495025,1163.6233,9750000.0,8379.0,609375.0,,152320.0,6.288e-06,0.1,1.2865931 +1014.0,1026.679,0.121937625,1163.8445,9760000.0,8386.0,610000.0,,152480.0,6.032e-06,0.1,1.2487537 +1001.9,1026.6528,0.13797426,1163.9266,9770000.0,8394.0,610625.0,,152640.0,5.776e-06,0.1,1.2424225 +994.0,1026.4089,0.14706074,1164.0085,9780000.0,8402.0,611250.0,,152800.0,5.52e-06,0.1,1.1488075 +992.8,1026.1528,0.1579556,1164.0903,9790000.0,8410.0,611875.0,,152960.0,5.264e-06,0.1,1.2560915 +1001.3,1025.7189,0.13641453,1164.172,9800000.0,8418.0,612500.0,,153120.0,5.008e-06,0.1,1.1793131 +994.6,1025.111,0.17634416,1164.3917,9810000.0,8425.0,613125.0,,153280.0,4.752e-06,0.1,1.2395651 +994.7,1024.558,0.081775784,1164.611,9820000.0,8432.0,613750.0,,153408.0,4.5472e-06,0.1,1.3078489 +1011.5,1024.27,0.09872188,1164.83,9830000.0,8439.0,614375.0,,153568.0,4.2912e-06,0.1,1.270688 +1016.9,1024.156,0.122184664,1164.9106,9840000.0,8447.0,615000.0,,153728.0,4.0352e-06,0.1,1.2190006 +1019.4,1024.143,0.10043785,1164.9911,9850000.0,8455.0,615625.0,,153888.0,3.7792e-06,0.1,1.1443331 +1013.4,1024.177,0.07972468,1165.2092,9860000.0,8462.0,616250.0,,154048.0,3.5232e-06,0.1,1.3803146 +1014.5,1024.469,0.055061452,1165.2893,9870000.0,8470.0,616875.0,,154208.0,3.2672e-06,0.1,1.2866685 +1011.7,1024.7789,0.03223804,1165.5067,9880000.0,8477.0,617500.0,,154368.0,3.0112e-06,0.1,1.1669778 +1007.1,1025.265,0.07330632,1165.5863,9890000.0,8485.0,618125.0,,154528.0,2.7552e-06,0.1,1.1537974 +1013.0,1025.7261,0.12998688,1165.8031,9900000.0,8492.0,618750.0,,154656.0,2.5504e-06,0.1,1.1094615 +1030.5,1026.2571,0.053373687,1165.8823,9910000.0,8500.0,619375.0,,154816.0,2.2944e-06,0.1,1.0988687 +1038.9,1026.817,0.14689988,1166.0985,9920000.0,8507.0,620000.0,,154976.0,2.0384e-06,0.1,1.0938389 +1046.1,1027.333,0.096526384,1166.3143,9930000.0,8514.0,620625.0,,155136.0,1.7824e-06,0.1,1.1618145 +1051.3,1027.853,0.10285691,1166.5298,9940000.0,8521.0,621250.0,,155296.0,1.5264e-06,0.1,1.16413 +1066.2,1028.4309,0.08712186,1166.8817,9950000.0,8527.0,621875.0,,155456.0,1.2704e-06,0.1,1.1592646 +1076.2,1029.036,0.15411352,1167.0963,9960000.0,8534.0,622500.0,,155616.0,1.0144e-06,0.1,1.2318456 +1094.0,1029.706,0.099337384,1167.4473,9970000.0,8540.0,623125.0,,155776.0,7.584e-07,0.1,1.1550248 +1083.0,1030.2891,0.10606812,1167.7979,9980000.0,8546.0,623750.0,,155936.0,5.024e-07,0.1,1.1961515 +1106.8,1030.947,0.10744805,1168.1478,9990000.0,8552.0,624375.0,,156064.0,2.976e-07,0.1,1.1373639 +1111.5,1031.575,0.08981238,1168.4973,10000000.0,8558.0,625000.0,,156224.0,4.16e-08,0.1,1.1499016 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_df_train.csv b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..8769b7d53638733a3facb52dcb3475e477ecd366 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +165.0,165.0,-0.018763054,303.0303,10000.0,33.0,625.0,,128.0,0.0002497952,0.1,2.7735615 +195.88235,180.44118,-0.017304275,487.80487,20000.0,41.0,1250.0,,288.0,0.0002495392,0.1,2.7922335 +221.17647,194.0196,-0.015030253,625.0,30000.0,48.0,1875.0,,448.0,0.0002492832,0.1,2.7205153 +224.79167,201.71263,-0.017030489,714.2857,40000.0,56.0,2500.0,,608.0,0.0002490272,0.1,2.7163842 +233.5,208.07011,-0.019277567,781.25,50000.0,64.0,3125.0,,768.0,0.0002487712,0.1,2.6890788 +239.87013,213.37012,-0.019142654,810.8108,60000.0,74.0,3750.0,,928.0,0.0002485152,0.1,2.6448314 +249.34065,218.50877,0.002868072,843.3735,70000.0,83.0,4375.0,,1088.0,0.0002482592,0.1,2.5489485 +276.0,225.69516,0.002491712,869.56525,80000.0,92.0,5000.0,,1248.0,0.0002480032,0.1,2.500278 +290.4,232.88458,-0.0016981903,909.0909,90000.0,99.0,5625.0,,1376.0,0.0002477984,0.1,2.479353 +305.6,240.15613,-0.00044554553,917.4312,100000.0,109.0,6250.0,,1536.0,0.0002475424,0.1,2.4112706 +317.3,247.1692,-0.00075542834,924.36975,110000.0,119.0,6875.0,,1696.0,0.0002472864,0.1,2.3821735 +335.6,254.53845,-0.0015365228,937.5,120000.0,128.0,7500.0,,1856.0,0.0002470304,0.1,2.4249268 +353.3,262.1355,0.0187807,948.9051,130000.0,137.0,8125.0,,2016.0,0.0002467744,0.1,2.2573204 +356.9,268.9044,0.004722083,958.9041,140000.0,146.0,8750.0,,2176.0,0.0002465184,0.1,2.3773966 +376.5,276.07742,0.02113236,967.74194,150000.0,155.0,9375.0,,2336.0,0.0002462624,0.1,2.2185876 +409.2,284.39758,0.01340445,975.60974,160000.0,164.0,10000.0,,2496.0,0.0002460064,0.1,2.3237462 +417.1,292.2036,-0.0004518577,982.65894,170000.0,173.0,10625.0,,2656.0,0.0002457504,0.1,2.4331434 +434.8,300.1256,0.04828815,994.47516,180000.0,181.0,11250.0,,2784.0,0.0002455456,0.1,2.204144 +454.7,308.26114,0.022438828,994.7644,190000.0,191.0,11875.0,,2944.0,0.0002452896,0.1,2.2515092 +464.2,316.05807,0.056815628,1000.0,200000.0,200.0,12500.0,,3104.0,0.0002450336,0.1,2.2613997 +460.6,322.94104,0.046488546,1004.78467,210000.0,209.0,13125.0,,3264.0,0.0002447776,0.1,2.084802 +450.5,328.73917,0.059570696,1009.1743,220000.0,218.0,13750.0,,3424.0,0.0002445216,0.1,2.0380926 +455.9,334.26788,0.054310475,1013.2159,230000.0,227.0,14375.0,,3584.0,0.0002442656,0.1,2.053911 +462.7,339.6192,0.068422176,1016.94916,240000.0,236.0,15000.0,,3744.0,0.0002440096,0.1,2.025436 +466.9,344.71042,0.05684516,1012.14575,250000.0,247.0,15625.0,,3904.0,0.0002437536,0.1,2.0296319 +474.1,349.68695,0.07309668,1015.625,260000.0,256.0,16250.0,,4032.0,0.0002435488,0.1,2.065499 +480.1,354.51703,0.06898775,1022.7273,270000.0,264.0,16875.0,,4192.0,0.0002432928,0.1,2.033804 +485.8,359.20572,0.052331313,1029.4117,280000.0,272.0,17500.0,,4352.0,0.0002430368,0.1,2.135568 +498.2,363.99863,0.040030982,1032.0284,290000.0,281.0,18125.0,,4512.0,0.0002427808,0.1,1.86658 +501.2,368.572,0.07750349,1034.4828,300000.0,290.0,18750.0,,4672.0,0.0002425248,0.1,2.023972 +501.8,372.8697,0.050105534,1036.7893,310000.0,299.0,19375.0,,4832.0,0.0002422688,0.1,2.0688932 +501.2,376.88004,0.07705249,1038.961,320000.0,308.0,20000.0,,4992.0,0.0002420128,0.1,2.0439763 +511.2,380.95035,0.10883885,1041.0095,330000.0,317.0,20625.0,,5152.0,0.0002417568,0.1,1.949746 +510.9,384.7724,0.05597133,1042.9448,340000.0,326.0,21250.0,,5312.0,0.0002415008,0.1,2.035338 +505.6,388.2246,0.04277231,1047.9042,350000.0,334.0,21875.0,,5440.0,0.000241296,0.1,1.8163834 +505.4,391.4795,0.098031595,1049.5626,360000.0,343.0,22500.0,,5600.0,0.00024104,0.1,1.9994802 +508.1,394.63138,0.08225767,1048.1587,370000.0,353.0,23125.0,,5760.0,0.000240784,0.1,2.0196805 +510.9,397.6911,0.07341923,1049.7238,380000.0,362.0,23750.0,,5920.0,0.000240528,0.1,1.8614218 +509.8,400.56567,0.08660104,1051.2129,390000.0,371.0,24375.0,,6080.0,0.000240272,0.1,1.6974018 +508.7,403.26904,0.06473374,1052.6316,400000.0,380.0,25000.0,,6240.0,0.000240016,0.1,1.7491658 +519.8,406.11127,0.11467053,1051.2821,410000.0,390.0,25625.0,,6400.0,0.00023976,0.1,1.7983861 +518.5,408.7872,0.10086736,1052.6316,420000.0,399.0,26250.0,,6560.0,0.000239504,0.1,1.7204869 +531.3,411.63635,0.09338707,1056.5111,430000.0,407.0,26875.0,,6688.0,0.0002392992,0.1,1.7044652 +529.4,414.3128,0.09070497,1057.6923,440000.0,416.0,27500.0,,6848.0,0.0002390432,0.1,1.7237248 +535.2,416.99918,0.021197975,1058.8235,450000.0,425.0,28125.0,,7008.0,0.0002387872,0.1,1.8799725 +545.6,419.79483,0.08774691,1059.9078,460000.0,434.0,28750.0,,7168.0,0.0002385312,0.1,1.6587895 +538.9,422.329,0.068618715,1060.9481,470000.0,443.0,29375.0,,7328.0,0.0002382752,0.1,1.6030813 +544.7,424.8784,0.13076733,1061.9469,480000.0,452.0,30000.0,,7488.0,0.0002380192,0.1,1.7388003 +534.9,427.12372,0.0045967777,1062.9067,490000.0,461.0,30625.0,,7648.0,0.0002377632,0.1,1.8403318 +541.7,429.41522,0.070321195,1063.8298,500000.0,470.0,31250.0,,7808.0,0.0002375072,0.1,1.8621259 +544.1,431.66394,0.12083973,1064.7181,510000.0,479.0,31875.0,,7968.0,0.0002372512,0.1,1.5528764 +539.5,433.73773,0.08907228,1067.7618,520000.0,487.0,32500.0,,8096.0,0.0002370464,0.1,1.6520834 +544.1,435.82,0.078947455,1068.5483,530000.0,496.0,33125.0,,8256.0,0.0002367904,0.1,1.9706297 +536.7,437.68814,0.08530767,1067.1937,540000.0,506.0,33750.0,,8416.0,0.0002365344,0.1,1.6253648 +533.7,439.4338,0.038829703,1065.8915,550000.0,516.0,34375.0,,8576.0,0.0002362784,0.1,1.9571285 +534.9,441.1386,0.046613347,1064.6388,560000.0,526.0,35000.0,,8736.0,0.0002360224,0.1,1.765965 +538.3,442.8432,0.08541069,1063.4329,570000.0,536.0,35625.0,,8896.0,0.0002357664,0.1,1.585217 +541.7,444.5476,0.068237916,1064.2202,580000.0,545.0,36250.0,,9056.0,0.0002355104,0.1,1.7603719 +544.9,446.2485,0.1265381,1064.9819,590000.0,554.0,36875.0,,9216.0,0.0002352544,0.1,1.7334893 +550.7,447.98935,0.15658802,1065.7194,600000.0,563.0,37500.0,,9344.0,0.0002350496,0.1,1.6378075 +552.9,449.7092,0.107354224,1066.4336,610000.0,572.0,38125.0,,9504.0,0.0002347936,0.1,1.5451939 +552.7,451.37033,0.062541604,1065.2921,620000.0,582.0,38750.0,,9664.0,0.0002345376,0.1,1.6400499 +560.4,453.10098,0.11249185,1065.9899,630000.0,591.0,39375.0,,9824.0,0.0002342816,0.1,1.7020693 +567.7,454.89157,0.049358737,1066.6666,640000.0,600.0,40000.0,,9984.0,0.0002340256,0.1,1.8149728 +572.9,456.7071,0.05583816,1065.5737,650000.0,610.0,40625.0,,10144.0,0.0002337696,0.1,1.7352301 +589.2,458.71454,0.120051034,1066.2358,660000.0,619.0,41250.0,,10304.0,0.0002335136,0.1,1.4257023 +609.9,460.97104,0.069823295,1068.5806,670000.0,627.0,41875.0,,10464.0,0.0002332576,0.1,1.5914497 +616.8,463.26266,0.07588166,1069.1824,680000.0,636.0,42500.0,,10624.0,0.0002330016,0.1,1.6189761 +616.8,465.48785,0.059909325,1069.7675,690000.0,645.0,43125.0,,10752.0,0.0002327968,0.1,1.5823929 +617.1,467.65375,0.10505975,1070.3364,700000.0,654.0,43750.0,,10912.0,0.0002325408,0.1,1.5215164 +612.3,469.691,0.10231477,1070.8899,710000.0,663.0,44375.0,,11072.0,0.0002322848,0.1,1.4981052 +595.0,471.43143,0.11420968,1073.0254,720000.0,671.0,45000.0,,11232.0,0.0002320288,0.1,1.6807059 +587.1,473.01596,0.08906677,1073.5294,730000.0,680.0,45625.0,,11392.0,0.0002317728,0.1,1.6788485 +577.7,474.43057,0.16042425,1072.4637,740000.0,690.0,46250.0,,11552.0,0.0002315168,0.1,1.6480534 +576.5,475.7915,0.1324996,1072.9614,750000.0,699.0,46875.0,,11712.0,0.0002312608,0.1,1.5919559 +581.4,477.18106,0.117523134,1073.4463,760000.0,708.0,47500.0,,11872.0,0.0002310048,0.1,1.5541604 +586.6,478.6021,0.1690677,1075.419,770000.0,716.0,48125.0,,12000.0,0.0002308,0.1,1.650064 +594.3,480.08545,0.102292836,1074.3801,780000.0,726.0,48750.0,,12160.0,0.000230544,0.1,1.4554814 +589.5,481.47043,0.13401684,1076.2943,790000.0,734.0,49375.0,,12320.0,0.000230288,0.1,1.5064347 +594.3,482.88077,0.093875684,1075.2688,800000.0,744.0,50000.0,,12480.0,0.000230032,0.1,1.5942985 +596.3,484.281,0.15139422,1077.1277,810000.0,752.0,50625.0,,12640.0,0.000229776,0.1,1.6398475 +601.3,485.70807,0.17202288,1076.1155,820000.0,762.0,51250.0,,12800.0,0.00022952,0.1,1.3256598 +590.2,486.967,0.025685264,1076.524,830000.0,771.0,51875.0,,12960.0,0.000229264,0.1,1.5576279 +593.1,488.23053,0.09833362,1075.5442,840000.0,781.0,52500.0,,13120.0,0.000229008,0.1,1.2561003 +593.8,489.4725,0.14910969,1075.9493,850000.0,790.0,53125.0,,13280.0,0.000228752,0.1,1.551004 +596.4,490.71585,0.16237572,1076.3455,860000.0,799.0,53750.0,,13408.0,0.0002285472,0.1,1.6711214 +599.2,491.96277,0.08504414,1075.4017,870000.0,809.0,54375.0,,13568.0,0.0002282912,0.1,1.2776389 +599.2,493.18137,0.11546299,1075.7947,880000.0,818.0,55000.0,,13728.0,0.0002280352,0.1,1.5766034 +612.0,494.51642,0.056279954,1076.179,890000.0,827.0,55625.0,,13888.0,0.0002277792,0.1,1.6377876 +613.8,495.8418,0.13861956,1076.555,900000.0,836.0,56250.0,,14048.0,0.0002275232,0.1,1.5786047 +614.6,497.14685,0.17621823,1076.9231,910000.0,845.0,56875.0,,14208.0,0.0002272672,0.1,1.506942 +616.7,498.44632,0.13256766,1077.2833,920000.0,854.0,57500.0,,14368.0,0.0002270112,0.1,1.4596595 +610.0,499.64584,0.11657257,1076.3889,930000.0,864.0,58125.0,,14528.0,0.0002267552,0.1,1.7669432 +603.3,500.74854,0.08056335,1077.9817,940000.0,872.0,58750.0,,14656.0,0.0002265504,0.1,1.6760842 +605.6,501.85226,0.13627584,1078.3201,950000.0,881.0,59375.0,,14816.0,0.0002262944,0.1,1.7821714 +598.6,502.86002,0.20198907,1077.441,960000.0,891.0,60000.0,,14976.0,0.0002260384,0.1,1.7329688 +591.9,503.77795,0.12627463,1077.7778,970000.0,900.0,60625.0,,15136.0,0.0002257824,0.1,1.441662 +589.2,504.6496,0.16644992,1079.2952,980000.0,908.0,61250.0,,15296.0,0.0002255264,0.1,1.4271836 +593.4,505.54605,0.17647332,1079.6074,990000.0,917.0,61875.0,,15456.0,0.0002252704,0.1,1.3739144 +590.0,506.3906,0.088448614,1079.9136,1000000.0,926.0,62500.0,,15616.0,0.0002250144,0.1,1.7270744 +589.3,510.6336,0.11038023,1079.0598,1010000.0,936.0,63125.0,,15776.0,0.0002247584,0.1,1.51528 +608.8,514.76276,0.08877861,1080.5084,1020000.0,944.0,63750.0,,15936.0,0.0002245024,0.1,1.5265155 +613.0,518.681,0.089296356,1081.9327,1030000.0,952.0,64375.0,,16064.0,0.0002242976,0.1,1.3858252 +618.0,522.6131,0.060217366,1082.206,1040000.0,961.0,65000.0,,16224.0,0.0002240416,0.1,1.5374815 +627.5,526.5531,0.08484321,1082.4742,1050000.0,970.0,65625.0,,16384.0,0.0002237856,0.1,1.4834429 +631.3,530.4674,0.060686417,1082.7374,1060000.0,979.0,66250.0,,16544.0,0.0002235296,0.1,1.5787604 +615.0,534.124,0.1708181,1081.9009,1070000.0,989.0,66875.0,,16704.0,0.0002232736,0.1,1.4051383 +617.8,537.542,0.13027054,1081.081,1080000.0,999.0,67500.0,,16864.0,0.0002230176,0.1,1.4267504 +611.3,540.75104,0.087407,1081.3492,1090000.0,1008.0,68125.0,,17024.0,0.0002227616,0.1,1.4284159 +604.2,543.737,0.13797802,1081.6125,1100000.0,1017.0,68750.0,,17184.0,0.0002225056,0.1,1.4177027 +606.4,546.628,0.18423027,1082.9269,1110000.0,1025.0,69375.0,,17312.0,0.0002223008,0.1,1.4659245 +611.3,549.38495,0.09346246,1083.1721,1120000.0,1034.0,70000.0,,17472.0,0.0002220448,0.1,1.3823851 +614.7,551.99896,0.021771569,1083.4132,1130000.0,1043.0,70625.0,,17632.0,0.0002217888,0.1,1.4708562 +614.5,554.57495,0.10186172,1082.6211,1140000.0,1053.0,71250.0,,17792.0,0.0002215328,0.1,1.4583256 +619.2,557.002,0.13091972,1082.8625,1150000.0,1062.0,71875.0,,17952.0,0.0002212768,0.1,1.6335473 +608.5,558.99493,0.09263202,1082.0896,1160000.0,1072.0,72500.0,,18112.0,0.0002210208,0.1,1.7245412 +605.9,560.883,0.08002821,1082.3312,1170000.0,1081.0,73125.0,,18272.0,0.0002207648,0.1,1.4996684 +603.2,562.56696,0.11193213,1082.5688,1180000.0,1090.0,73750.0,,18432.0,0.0002205088,0.1,1.3904307 +607.0,564.08997,0.14472927,1081.8182,1190000.0,1100.0,74375.0,,18592.0,0.0002202528,0.1,1.4300697 +612.7,565.57495,0.13617152,1083.0325,1200000.0,1108.0,75000.0,,18720.0,0.000220048,0.1,1.6119605 +625.9,567.22797,0.11021161,1083.2588,1210000.0,1117.0,75625.0,,18880.0,0.000219792,0.1,1.4787524 +628.0,569.003,0.09839946,1083.4813,1220000.0,1126.0,76250.0,,19040.0,0.000219536,0.1,1.4238782 +640.3,570.8469,0.08732019,1082.7465,1230000.0,1136.0,76875.0,,19200.0,0.00021928,0.1,1.8519676 +645.4,572.674,0.0824187,1083.9161,1240000.0,1144.0,77500.0,,19360.0,0.000219024,0.1,1.4285766 +642.5,574.42993,0.10493709,1084.1284,1250000.0,1153.0,78125.0,,19520.0,0.000218768,0.1,1.4783907 +640.1,576.09,0.1397179,1085.2714,1260000.0,1161.0,78750.0,,19680.0,0.000218512,0.1,1.3813803 +643.6,577.725,0.1404945,1084.5431,1270000.0,1171.0,79375.0,,19840.0,0.000218256,0.1,1.4876881 +644.5,579.312,0.10418589,1085.6658,1280000.0,1179.0,80000.0,,20000.0,0.000218,0.1,1.57616 +640.9,580.739,0.11172611,1086.7734,1290000.0,1187.0,80625.0,,20128.0,0.0002177952,0.1,1.5126605 +639.1,582.118,0.117953956,1086.9565,1300000.0,1196.0,81250.0,,20288.0,0.0002175392,0.1,1.5394728 +638.2,583.482,0.13078254,1088.0399,1310000.0,1204.0,81875.0,,20448.0,0.0002172832,0.1,1.6123314 +635.9,584.829,0.047229964,1088.211,1320000.0,1213.0,82500.0,,20608.0,0.0002170272,0.1,1.5319761 +635.0,586.067,0.070450805,1088.3798,1330000.0,1222.0,83125.0,,20768.0,0.0002167712,0.1,1.488524 +632.3,587.281,0.021257954,1088.5459,1340000.0,1231.0,83750.0,,20928.0,0.0002165152,0.1,1.6311566 +625.2,588.4769,0.07078582,1088.7097,1350000.0,1240.0,84375.0,,21088.0,0.0002162592,0.1,1.7961708 +621.7,589.64,0.12290724,1088.8711,1360000.0,1249.0,85000.0,,21248.0,0.0002160032,0.1,1.5787289 +629.5,590.854,0.16657564,1089.8966,1370000.0,1257.0,85625.0,,21376.0,0.0002157984,0.1,1.5579078 +628.7,592.032,0.0635484,1090.909,1380000.0,1265.0,86250.0,,21536.0,0.0002155424,0.1,1.5853412 +632.1,593.255,0.117250755,1091.0518,1390000.0,1274.0,86875.0,,21696.0,0.0002152864,0.1,1.353086 +632.6,594.494,0.08748583,1092.0437,1400000.0,1282.0,87500.0,,21856.0,0.0002150304,0.1,1.5774105 +639.8,595.69403,0.078089945,1091.3313,1410000.0,1292.0,88125.0,,22016.0,0.0002147744,0.1,1.5589167 +641.3,596.92206,0.041830953,1092.3077,1420000.0,1300.0,88750.0,,22176.0,0.0002145184,0.1,1.5382733 +638.3,597.99207,0.13093539,1091.603,1430000.0,1310.0,89375.0,,22336.0,0.0002142624,0.1,1.5672786 +642.7,599.125,0.1247605,1091.7362,1440000.0,1319.0,90000.0,,22496.0,0.0002140064,0.1,1.5125583 +633.5,600.10803,0.16403848,1091.8674,1450000.0,1328.0,90625.0,,22656.0,0.0002137504,0.1,1.5667095 +641.5,601.067,0.1297268,1092.8143,1460000.0,1336.0,91250.0,,22784.0,0.0002135456,0.1,1.6430817 +638.2,602.06,0.08762058,1092.1248,1470000.0,1346.0,91875.0,,22944.0,0.0002132896,0.1,1.5886017 +635.3,602.966,0.07066763,1092.251,1480000.0,1355.0,92500.0,,23104.0,0.0002130336,0.1,1.578433 +634.0,603.95703,0.04542168,1092.3754,1490000.0,1364.0,93125.0,,23264.0,0.0002127776,0.1,1.5636044 +636.5,604.905,0.056730375,1092.4982,1500000.0,1373.0,93750.0,,23424.0,0.0002125216,0.1,1.464388 +643.9,605.903,0.11550238,1092.6194,1510000.0,1382.0,94375.0,,23584.0,0.0002122656,0.1,1.6137393 +642.2,606.92993,0.06619659,1093.5251,1520000.0,1390.0,95000.0,,23744.0,0.0002120096,0.1,1.594909 +641.7,607.906,0.072158016,1093.6383,1530000.0,1399.0,95625.0,,23904.0,0.0002117536,0.1,1.4780946 +639.9,608.938,0.14360392,1094.5273,1540000.0,1407.0,96250.0,,24032.0,0.0002115488,0.1,1.4544938 +637.5,609.97595,0.018004123,1094.6328,1550000.0,1416.0,96875.0,,24192.0,0.0002112928,0.1,1.5700977 +636.3,610.99,0.057923723,1094.7368,1560000.0,1425.0,97500.0,,24352.0,0.0002110368,0.1,1.6357285 +626.1,611.868,0.124944866,1094.0767,1570000.0,1435.0,98125.0,,24512.0,0.0002107808,0.1,1.5998862 +638.2,612.83307,0.1513444,1092.6694,1580000.0,1446.0,98750.0,,24672.0,0.0002105248,0.1,1.5558686 +642.0,613.804,0.09437745,1091.2834,1590000.0,1457.0,99375.0,,24832.0,0.0002102688,0.1,1.3273942 +648.7,614.784,0.051316764,1092.1501,1600000.0,1465.0,100000.0,,24992.0,0.0002100128,0.1,1.3180658 +653.8,615.793,0.12565084,1092.266,1610000.0,1474.0,100625.0,,25152.0,0.0002097568,0.1,1.6141412 +656.5,616.831,0.09236956,1092.3804,1620000.0,1483.0,101250.0,,25312.0,0.0002095008,0.1,1.3976092 +680.0,618.027,0.17048277,1093.2261,1630000.0,1491.0,101875.0,,25440.0,0.000209296,0.1,1.4856386 +688.0,619.23,0.1492582,1094.0627,1640000.0,1499.0,102500.0,,25600.0,0.00020904,0.1,1.5079695 +687.1,620.372,0.0757384,1094.1644,1650000.0,1508.0,103125.0,,25760.0,0.000208784,0.1,1.4521991 +680.5,621.285,0.056056734,1094.9868,1660000.0,1516.0,103750.0,,25920.0,0.000208528,0.1,1.6083983 +676.0,621.94604,0.082044415,1094.3644,1670000.0,1526.0,104375.0,,26080.0,0.000208272,0.1,1.6765463 +675.1,622.52905,0.056677643,1093.0383,1680000.0,1537.0,105000.0,,26240.0,0.000208016,0.1,1.8270652 +655.3,622.914,0.100398526,1093.1436,1690000.0,1546.0,105625.0,,26400.0,0.00020776,0.1,1.5287569 +651.8,623.261,0.06720854,1093.2476,1700000.0,1555.0,106250.0,,26560.0,0.000207504,0.1,1.3473585 +647.5,623.61304,0.13279404,1094.0499,1710000.0,1563.0,106875.0,,26688.0,0.0002072992,0.1,1.57425 +650.7,624.17004,0.13464183,1093.452,1720000.0,1573.0,107500.0,,26848.0,0.0002070432,0.1,1.3739152 +657.1,624.87,0.18667707,1092.8617,1730000.0,1583.0,108125.0,,27008.0,0.0002067872,0.1,1.2789305 +660.9,625.70197,0.10737175,1092.9648,1740000.0,1592.0,108750.0,,27168.0,0.0002065312,0.1,1.4941665 +671.6,626.653,0.09089005,1093.75,1750000.0,1600.0,109375.0,,27328.0,0.0002062752,0.1,1.4116825 +677.8,627.617,0.101783805,1093.8472,1760000.0,1609.0,110000.0,,27488.0,0.0002060192,0.1,1.422149 +677.6,628.52704,0.049027584,1094.6196,1770000.0,1617.0,110625.0,,27648.0,0.0002057632,0.1,1.657485 +676.9,629.353,0.07354062,1094.0381,1780000.0,1627.0,111250.0,,27808.0,0.0002055072,0.1,1.6382723 +676.8,630.226,0.112908244,1092.7961,1790000.0,1638.0,111875.0,,27968.0,0.0002052512,0.1,1.4401805 +673.9,631.022,0.12070272,1092.8961,1800000.0,1647.0,112500.0,,28096.0,0.0002050464,0.1,1.2678835 +679.0,631.849,0.0357971,1093.6556,1810000.0,1655.0,113125.0,,28256.0,0.0002047904,0.1,1.3476162 +682.0,632.656,0.08827098,1092.437,1820000.0,1666.0,113750.0,,28416.0,0.0002045344,0.1,1.3455267 +690.6,633.66,0.086567,1091.8855,1830000.0,1676.0,114375.0,,28576.0,0.0002042784,0.1,1.3459821 +688.3,634.612,0.06784412,1091.3405,1840000.0,1686.0,115000.0,,28736.0,0.0002040224,0.1,1.4625776 +694.0,635.614,0.078309305,1090.159,1850000.0,1697.0,115625.0,,28896.0,0.0002037664,0.1,1.4091622 +693.0,636.58,0.11444069,1090.909,1860000.0,1705.0,116250.0,,29056.0,0.0002035104,0.1,1.3869212 +686.0,637.448,0.0986531,1090.379,1870000.0,1715.0,116875.0,,29216.0,0.0002032544,0.1,1.4329865 +676.9,638.225,0.09519398,1089.8551,1880000.0,1725.0,117500.0,,29344.0,0.0002030496,0.1,1.342673 +672.7,638.832,0.050303508,1090.5944,1890000.0,1733.0,118125.0,,29504.0,0.0002027936,0.1,1.4711049 +680.1,639.495,0.15022798,1090.7003,1900000.0,1742.0,118750.0,,29664.0,0.0002025376,0.1,1.2374271 +684.4,640.193,0.1478104,1090.8053,1910000.0,1751.0,119375.0,,29824.0,0.0002022816,0.1,1.3133161 +688.7,640.91296,0.059117123,1091.5293,1920000.0,1759.0,120000.0,,29984.0,0.0002020256,0.1,1.5839415 +691.5,641.728,0.11796238,1091.6289,1930000.0,1768.0,120625.0,,30144.0,0.0002017696,0.1,1.3187518 +697.0,642.665,0.061711878,1091.1136,1940000.0,1778.0,121250.0,,30304.0,0.0002015136,0.1,1.31291 +697.7,643.586,0.08523944,1090.604,1950000.0,1788.0,121875.0,,30464.0,0.0002012576,0.1,1.2214173 +689.3,644.493,0.12416577,1091.3141,1960000.0,1796.0,122500.0,,30624.0,0.0002010016,0.1,1.4422464 +683.3,645.407,0.054526065,1092.0177,1970000.0,1804.0,123125.0,,30752.0,0.0002007968,0.1,1.5442917 +691.7,646.432,0.14708681,1092.1125,1980000.0,1813.0,123750.0,,30912.0,0.0002005408,0.1,1.185886 +694.3,647.44104,0.16811946,1092.2064,1990000.0,1822.0,124375.0,,31072.0,0.0002002848,0.1,1.4076823 +697.8,648.51904,0.106503814,1092.2993,2000000.0,1831.0,125000.0,,31232.0,0.0002000288,0.1,1.0825369 +695.6,649.582,0.18469855,1092.9854,2010000.0,1839.0,125625.0,,31392.0,0.0001997728,0.1,1.3034358 +702.9,650.5231,0.11032534,1093.0736,2020000.0,1848.0,126250.0,,31552.0,0.0001995168,0.1,1.334877 +707.6,651.469,0.11445585,1093.161,2030000.0,1857.0,126875.0,,31712.0,0.0001992608,0.1,1.3249474 +703.2,652.321,0.10140188,1093.2476,2040000.0,1866.0,127500.0,,31872.0,0.0001990048,0.1,1.5881608 +697.6,653.022,0.11990121,1093.9167,2050000.0,1874.0,128125.0,,32000.0,0.0001988,0.1,1.3636222 +695.1,653.66003,0.09020296,1094.5802,2060000.0,1882.0,128750.0,,32160.0,0.000198544,0.1,1.2642229 +694.4,654.45404,0.059977353,1094.6589,2070000.0,1891.0,129375.0,,32320.0,0.000198288,0.1,1.526885 +682.2,655.098,0.120274015,1094.7368,2080000.0,1900.0,130000.0,,32480.0,0.000198032,0.1,1.3289872 +680.2,655.78705,0.070682645,1094.8141,2090000.0,1909.0,130625.0,,32640.0,0.000197776,0.1,1.5168943 +683.4,656.5789,0.14764372,1095.4617,2100000.0,1917.0,131250.0,,32800.0,0.00019752,0.1,1.3346303 +688.3,657.39795,0.08206295,1095.5348,2110000.0,1926.0,131875.0,,32960.0,0.000197264,0.1,1.4101777 +689.2,658.17694,0.12534799,1095.6072,2120000.0,1935.0,132500.0,,33120.0,0.000197008,0.1,1.4234709 +687.7,658.90704,0.11833456,1095.679,2130000.0,1944.0,133125.0,,33280.0,0.000196752,0.1,1.6289176 +702.6,659.78796,0.11126577,1095.7501,2140000.0,1953.0,133750.0,,33408.0,0.0001965472,0.1,1.3835967 +703.1,660.627,0.044155877,1095.8206,2150000.0,1962.0,134375.0,,33568.0,0.0001962912,0.1,1.4700468 +705.6,661.598,0.051475447,1095.8904,2160000.0,1971.0,135000.0,,33728.0,0.0001960352,0.1,1.5159943 +706.4,662.603,0.07460945,1095.9596,2170000.0,1980.0,135625.0,,33888.0,0.0001957792,0.1,1.3309112 +700.6,663.577,0.064532556,1096.5795,2180000.0,1988.0,136250.0,,34048.0,0.0001955232,0.1,1.3872919 +701.8,664.525,0.076828524,1096.645,2190000.0,1997.0,136875.0,,34208.0,0.0001952672,0.1,1.3892128 +699.2,665.39,0.06108176,1096.7098,2200000.0,2006.0,137500.0,,34368.0,0.0001950112,0.1,1.6452323 +696.2,666.093,0.034473743,1097.3187,2210000.0,2014.0,138125.0,,34528.0,0.0001947552,0.1,1.3950762 +697.4,666.78705,0.08323711,1097.3801,2220000.0,2023.0,138750.0,,34656.0,0.0001945504,0.1,1.6154473 +697.1,667.355,0.034635425,1097.4409,2230000.0,2032.0,139375.0,,34816.0,0.0001942944,0.1,1.6999285 +700.9,667.9099,0.12200281,1097.5012,2240000.0,2041.0,140000.0,,34976.0,0.0001940384,0.1,1.5796797 +706.2,668.54706,0.122166134,1098.0967,2250000.0,2049.0,140625.0,,35136.0,0.0001937824,0.1,1.5285358 +704.3,669.18896,0.13063756,1098.1536,2260000.0,2058.0,141250.0,,35296.0,0.0001935264,0.1,1.5912853 +692.8,669.6809,0.11921837,1098.7416,2270000.0,2066.0,141875.0,,35456.0,0.0001932704,0.1,1.4894131 +689.9,670.13495,0.06703099,1099.325,2280000.0,2074.0,142500.0,,35616.0,0.0001930144,0.1,1.5848732 +679.5,670.521,0.079575785,1099.3759,2290000.0,2083.0,143125.0,,35776.0,0.0001927584,0.1,1.4690896 +671.5,670.8451,0.06488882,1098.9011,2300000.0,2093.0,143750.0,,35936.0,0.0001925024,0.1,1.5072236 +675.9,671.2219,0.07010833,1099.4764,2310000.0,2101.0,144375.0,,36064.0,0.0001922976,0.1,1.5341208 +677.9,671.642,0.070586674,1099.0052,2320000.0,2111.0,145000.0,,36224.0,0.0001920416,0.1,1.4430022 +682.0,672.11194,0.07630534,1099.0566,2330000.0,2120.0,145625.0,,36384.0,0.0001917856,0.1,1.4839754 +688.7,672.676,0.021948744,1099.624,2340000.0,2128.0,146250.0,,36544.0,0.0001915296,0.1,1.5282776 +696.1,673.3851,0.10439017,1099.6725,2350000.0,2137.0,146875.0,,36704.0,0.0001912736,0.1,1.4242214 +704.2,674.2101,0.0852567,1099.7205,2360000.0,2146.0,147500.0,,36864.0,0.0001910176,0.1,1.4909147 +718.9,675.104,0.10369474,1098.7483,2370000.0,2157.0,148125.0,,37024.0,0.0001907616,0.1,1.5024803 +734.5,676.16205,0.16024566,1098.2926,2380000.0,2167.0,148750.0,,37184.0,0.0001905056,0.1,1.5152524 +744.1,677.28204,0.15089788,1098.8506,2390000.0,2175.0,149375.0,,37312.0,0.0001903008,0.1,1.419122 +763.1,678.58704,0.107314646,1098.9011,2400000.0,2184.0,150000.0,,37472.0,0.0001900448,0.1,1.5428487 +773.8,679.927,0.09328859,1098.9512,2410000.0,2193.0,150625.0,,37632.0,0.0001897888,0.1,1.5396817 +762.9,681.14294,0.09981699,1099.0009,2420000.0,2202.0,151250.0,,37792.0,0.0001895328,0.1,1.5367237 +749.8,682.258,0.12099039,1099.5475,2430000.0,2210.0,151875.0,,37952.0,0.0001892768,0.1,1.3618666 +788.1,683.712,0.105356514,1099.5944,2440000.0,2219.0,152500.0,,38112.0,0.0001890208,0.1,1.4599309 +782.7,685.20404,0.10617105,1099.641,2450000.0,2228.0,153125.0,,38272.0,0.0001887648,0.1,1.5423355 +764.3,686.43195,0.119883314,1099.1957,2460000.0,2238.0,153750.0,,38432.0,0.0001885088,0.1,1.4568613 +770.7,687.7571,0.06211493,1098.7544,2470000.0,2248.0,154375.0,,38592.0,0.0001882528,0.1,1.5386435 +795.1,689.3551,0.11844073,1099.2908,2480000.0,2256.0,155000.0,,38720.0,0.000188048,0.1,1.392821 +785.2,690.8671,0.05789331,1099.3378,2490000.0,2265.0,155625.0,,38880.0,0.000187792,0.1,1.451823 +781.3,692.31506,0.11100684,1099.3844,2500000.0,2274.0,156250.0,,39040.0,0.000187536,0.1,1.4542942 +790.0,693.776,0.11637362,1098.4683,2510000.0,2285.0,156875.0,,39200.0,0.00018728,0.1,1.4881734 +789.1,695.24506,0.097507104,1098.5178,2520000.0,2294.0,157500.0,,39360.0,0.000187024,0.1,1.7599844 +801.1,696.83905,0.07271815,1098.5671,2530000.0,2303.0,158125.0,,39520.0,0.000186768,0.1,1.4251394 +797.1,698.411,0.14747472,1098.616,2540000.0,2312.0,158750.0,,39680.0,0.000186512,0.1,1.2740136 +793.8,699.974,0.09868418,1098.6644,2550000.0,2321.0,159375.0,,39840.0,0.000186256,0.1,1.3373563 +809.4,701.705,0.08099936,1098.2411,2560000.0,2331.0,160000.0,,40000.0,0.000186,0.1,1.4636064 +837.2,703.81604,0.0928926,1098.7601,2570000.0,2339.0,160625.0,,40128.0,0.0001857952,0.1,1.3972746 +880.1,706.235,0.11584628,1098.8075,2580000.0,2348.0,161250.0,,40288.0,0.0001855392,0.1,1.501776 +877.9,708.594,0.07226183,1099.3209,2590000.0,2356.0,161875.0,,40448.0,0.0001852832,0.1,1.2043211 +926.2,711.3691,0.13401203,1099.3657,2600000.0,2365.0,162500.0,,40608.0,0.0001850272,0.1,1.3634688 +942.0,714.2511,0.06356202,1098.9474,2610000.0,2375.0,163125.0,,40768.0,0.0001847712,0.1,1.3747009 +943.6,717.122,0.100071274,1099.4545,2620000.0,2383.0,163750.0,,40928.0,0.0001845152,0.1,1.3326689 +965.1,719.97314,0.12747565,1099.0388,2630000.0,2393.0,164375.0,,41088.0,0.0001842592,0.1,1.3502676 +970.3,722.79596,0.07223799,1099.0841,2640000.0,2402.0,165000.0,,41248.0,0.0001840032,0.1,1.408287 +983.3,725.758,0.050050844,1099.129,2650000.0,2411.0,165625.0,,41376.0,0.0001837984,0.1,1.3289814 +971.9,728.67194,0.109972365,1098.7195,2660000.0,2421.0,166250.0,,41536.0,0.0001835424,0.1,1.3500264 +978.5,731.69696,0.12916444,1098.7654,2670000.0,2430.0,166875.0,,41696.0,0.0001832864,0.1,1.4465959 +987.0,734.8159,0.065227374,1098.3606,2680000.0,2440.0,167500.0,,41856.0,0.0001830304,0.1,1.3543302 +1004.5,738.308,0.08988175,1098.4075,2690000.0,2449.0,168125.0,,42016.0,0.0001827744,0.1,1.4393837 +1026.0,742.05,0.07100743,1098.454,2700000.0,2458.0,168750.0,,42176.0,0.0001825184,0.1,1.191471 +1028.1,745.856,0.17705859,1097.6104,2710000.0,2469.0,169375.0,,42336.0,0.0001822624,0.1,1.2311594 +1039.3,749.74194,0.094153024,1097.2167,2720000.0,2479.0,170000.0,,42496.0,0.0001820064,0.1,1.3529366 +1052.5,753.69604,0.18704028,1097.2668,2730000.0,2488.0,170625.0,,42656.0,0.0001817504,0.1,1.1227131 +1048.9,757.5759,0.14973707,1097.3168,2740000.0,2497.0,171250.0,,42784.0,0.0001815456,0.1,1.4896455 +1053.9,761.399,0.17516877,1097.3663,2750000.0,2506.0,171875.0,,42944.0,0.0001812896,0.1,1.4787723 +1066.8,765.2889,0.12832375,1097.4155,2760000.0,2515.0,172500.0,,43104.0,0.0001810336,0.1,1.4614825 +1092.6,769.43896,0.10850702,1097.0297,2770000.0,2525.0,173125.0,,43264.0,0.0001807776,0.1,1.3444457 +1109.4,773.764,0.09253615,1096.647,2780000.0,2535.0,173750.0,,43424.0,0.0001805216,0.1,1.4145046 +1123.3,778.2289,0.119747475,1097.1294,2790000.0,2543.0,174375.0,,43584.0,0.0001802656,0.1,1.2669396 +1120.1,782.69104,0.06597979,1096.7489,2800000.0,2553.0,175000.0,,43744.0,0.0001800096,0.1,1.5493853 +1110.2,787.003,0.09077717,1096.7993,2810000.0,2562.0,175625.0,,43904.0,0.0001797536,0.1,1.4004047 +1078.3,790.966,0.09755189,1097.2762,2820000.0,2570.0,176250.0,,44032.0,0.0001795488,0.1,1.3678076 +1078.1,794.841,0.064702235,1096.8992,2830000.0,2580.0,176875.0,,44192.0,0.0001792928,0.1,1.2608268 +1096.8,798.926,0.10798287,1096.9486,2840000.0,2589.0,177500.0,,44352.0,0.0001790368,0.1,1.3657855 +1114.1,803.127,0.1084094,1096.9977,2850000.0,2598.0,178125.0,,44512.0,0.0001787808,0.1,1.4582872 +1117.8,807.375,0.1507517,1097.0464,2860000.0,2607.0,178750.0,,44672.0,0.0001785248,0.1,1.544702 +1154.1,812.0559,0.17692658,1097.0948,2870000.0,2616.0,179375.0,,44832.0,0.0001782688,0.1,1.3042121 +1173.4,817.021,0.041283812,1097.561,2880000.0,2624.0,180000.0,,44992.0,0.0001780128,0.1,1.4018935 +1152.5,821.819,0.105329484,1097.6073,2890000.0,2633.0,180625.0,,45152.0,0.0001777568,0.1,1.3683095 +1144.6,826.464,0.03777782,1097.6533,2900000.0,2642.0,181250.0,,45312.0,0.0001775008,0.1,1.3986995 +1154.4,831.164,0.0073020156,1098.1132,2910000.0,2650.0,181875.0,,45440.0,0.000177296,0.1,1.4699169 +1162.0,835.897,0.086422734,1098.1572,2920000.0,2659.0,182500.0,,45600.0,0.00017704,0.1,1.4903888 +1138.5,840.367,0.0732816,1097.3783,2930000.0,2670.0,183125.0,,45760.0,0.000176784,0.1,1.3779736 +1146.2,844.859,0.040115505,1097.4244,2940000.0,2679.0,183750.0,,45920.0,0.000176528,0.1,1.4750284 +1133.3,849.215,0.020656241,1097.8787,2950000.0,2687.0,184375.0,,46080.0,0.000176272,0.1,1.6050103 +1136.8,853.68994,0.09726295,1097.9229,2960000.0,2696.0,185000.0,,46240.0,0.000176016,0.1,1.5418997 +1129.1,858.1481,0.10211559,1098.3728,2970000.0,2704.0,185625.0,,46400.0,0.00017576,0.1,1.3799684 +1101.4,862.245,0.06595062,1098.0104,2980000.0,2714.0,186250.0,,46560.0,0.000175504,0.1,1.4403429 +1095.9,866.2609,0.038300727,1098.0536,2990000.0,2723.0,186875.0,,46688.0,0.0001752992,0.1,1.2533886 +1115.4,870.43695,0.11566762,1097.2933,3000000.0,2734.0,187500.0,,46848.0,0.0001750432,0.1,1.4496531 +1085.2,874.33307,0.120249756,1097.3386,3010000.0,2743.0,188125.0,,47008.0,0.0001747872,0.1,1.408263 +1103.1,878.3351,0.11213239,1097.3837,3020000.0,2752.0,188750.0,,47168.0,0.0001745312,0.1,1.5479771 +1115.9,882.418,0.07695245,1097.0311,3030000.0,2762.0,189375.0,,47328.0,0.0001742752,0.1,1.5852443 +1141.2,886.79803,0.108699895,1097.4729,3040000.0,2770.0,190000.0,,47488.0,0.0001740192,0.1,1.5794418 +1122.8,891.05,0.0951575,1097.5171,3050000.0,2779.0,190625.0,,47648.0,0.0001737632,0.1,1.4609594 +1104.4,895.14294,0.0801108,1097.561,3060000.0,2788.0,191250.0,,47808.0,0.0001735072,0.1,1.5423795 +1143.9,899.63794,0.088322274,1097.6046,3070000.0,2797.0,191875.0,,47968.0,0.0001732512,0.1,1.5470943 +1139.7,904.21295,0.077355884,1098.0392,3080000.0,2805.0,192500.0,,48096.0,0.0001730464,0.1,1.5627725 +1130.6,908.717,0.007808551,1098.081,3090000.0,2814.0,193125.0,,48256.0,0.0001727904,0.1,1.2870655 +1129.2,913.175,0.012047784,1097.7338,3100000.0,2824.0,193750.0,,48416.0,0.0001725344,0.1,1.5115371 +1151.9,917.81104,0.08713853,1097.3888,3110000.0,2834.0,194375.0,,48576.0,0.0001722784,0.1,1.4702499 +1159.1,922.5101,0.07534894,1097.8185,3120000.0,2842.0,195000.0,,48736.0,0.0001720224,0.1,1.4628761 +1161.7,927.25,0.17399974,1097.8604,3130000.0,2851.0,195625.0,,48896.0,0.0001717664,0.1,1.5462248 +1164.5,931.8691,0.047012452,1097.1349,3140000.0,2862.0,196250.0,,49056.0,0.0001715104,0.1,1.3551126 +1138.7,936.2251,0.020223264,1097.561,3150000.0,2870.0,196875.0,,49216.0,0.0001712544,0.1,1.4215543 +1133.1,940.50006,0.08818098,1097.6034,3160000.0,2879.0,197500.0,,49344.0,0.0001710496,0.1,1.4689219 +1142.6,944.86206,0.073631115,1097.6454,3170000.0,2888.0,198125.0,,49504.0,0.0001707936,0.1,1.3859718 +1168.8,949.54407,0.07941001,1097.6873,3180000.0,2897.0,198750.0,,49664.0,0.0001705376,0.1,1.4005992 +1158.9,954.115,0.03883993,1098.1067,3190000.0,2905.0,199375.0,,49824.0,0.0001702816,0.1,1.5066156 +1148.9,958.61194,0.11334248,1098.1469,3200000.0,2914.0,200000.0,,49984.0,0.0001700256,0.1,1.4881113 +1172.4,963.3739,0.06188856,1098.5626,3210000.0,2922.0,200625.0,,50144.0,0.0001697696,0.1,1.3683739 +1167.2,968.072,0.11593488,1098.2264,3220000.0,2932.0,201250.0,,50304.0,0.0001695136,0.1,1.5274401 +1168.0,972.781,0.088372104,1097.5195,3230000.0,2943.0,201875.0,,50464.0,0.0001692576,0.1,1.4500799 +1168.1,977.4531,0.11159121,1097.1893,3240000.0,2953.0,202500.0,,50624.0,0.0001690016,0.1,1.3572087 +1161.1,982.002,0.10320111,1096.8613,3250000.0,2963.0,203125.0,,50752.0,0.0001687968,0.1,1.4767549 +1157.7,986.5361,0.10222061,1096.9044,3260000.0,2972.0,203750.0,,50912.0,0.0001685408,0.1,1.4756541 +1158.8,991.1961,0.040194135,1096.9474,3270000.0,2981.0,204375.0,,51072.0,0.0001682848,0.1,1.4090362 +1172.5,996.0221,0.09993797,1096.99,3280000.0,2990.0,205000.0,,51232.0,0.0001680288,0.1,1.4478846 +1162.5,1000.85205,0.13789909,1097.3983,3290000.0,2998.0,205625.0,,51392.0,0.0001677728,0.1,1.3786019 +1140.3,1005.5399,0.090058796,1097.8044,3300000.0,3006.0,206250.0,,51552.0,0.0001675168,0.1,1.4546316 +1141.9,1010.2,0.13674328,1097.4801,3310000.0,3016.0,206875.0,,51712.0,0.0001672608,0.1,1.5538502 +1163.9,1015.06,0.053174045,1097.5206,3320000.0,3025.0,207500.0,,51872.0,0.0001670048,0.1,1.3576035 +1167.6,1019.916,0.18160418,1097.9229,3330000.0,3033.0,208125.0,,52000.0,0.0001668,0.1,1.3546845 +1158.8,1024.617,0.108618684,1097.9619,3340000.0,3042.0,208750.0,,52160.0,0.000166544,0.1,1.4099238 +1153.6,1029.192,0.07967514,1097.6409,3350000.0,3052.0,209375.0,,52320.0,0.000166288,0.1,1.5427662 +1171.4,1033.864,0.094688326,1097.6805,3360000.0,3061.0,210000.0,,52480.0,0.000166032,0.1,1.2728074 +1174.2,1038.417,0.044993434,1098.0775,3370000.0,3069.0,210625.0,,52640.0,0.000165776,0.1,1.3658808 +1184.6,1042.9181,0.11012003,1097.759,3380000.0,3079.0,211250.0,,52800.0,0.00016552,0.1,1.2425627 +1163.1,1047.108,0.08773646,1097.798,3390000.0,3088.0,211875.0,,52960.0,0.000165264,0.1,1.3703606 +1174.2,1051.2191,0.1279421,1097.8367,3400000.0,3097.0,212500.0,,53120.0,0.000165008,0.1,1.3220428 +1189.7,1055.3782,0.09208543,1098.2286,3410000.0,3105.0,213125.0,,53280.0,0.000164752,0.1,1.575676 +1198.4,1059.733,0.055768453,1098.6187,3420000.0,3113.0,213750.0,,53408.0,0.0001645472,0.1,1.4445732 +1193.6,1064.1711,0.058095664,1098.6547,3430000.0,3122.0,214375.0,,53568.0,0.0001642912,0.1,1.3774126 +1184.2,1068.1321,0.078611046,1098.6906,3440000.0,3131.0,215000.0,,53728.0,0.0001640352,0.1,1.2895395 +1203.1,1072.336,0.09134349,1099.0762,3450000.0,3139.0,215625.0,,53888.0,0.0001637792,0.1,1.3729877 +1192.0,1076.613,0.09337279,1099.1106,3460000.0,3148.0,216250.0,,54048.0,0.0001635232,0.1,1.2984865 +1200.7,1080.9131,-0.008139962,1099.1448,3470000.0,3157.0,216875.0,,54208.0,0.0001632672,0.1,1.455372 +1179.6,1084.7582,0.094903104,1099.5261,3480000.0,3165.0,217500.0,,54368.0,0.0001630112,0.1,1.3396255 +1171.2,1088.618,0.16168651,1099.2126,3490000.0,3175.0,218125.0,,54528.0,0.0001627552,0.1,1.1845357 +1181.1,1092.6161,0.11193977,1099.5916,3500000.0,3183.0,218750.0,,54656.0,0.0001625504,0.1,1.2807727 +1179.4,1096.5101,0.087359875,1099.9686,3510000.0,3191.0,219375.0,,54816.0,0.0001622944,0.1,1.4364394 +1195.7,1100.576,0.0862642,1100.3439,3520000.0,3199.0,220000.0,,54976.0,0.0001620384,0.1,1.3165421 +1183.0,1104.395,0.07374075,1100.374,3530000.0,3208.0,220625.0,,55136.0,0.0001617824,0.1,1.5335695 +1199.6,1108.42,0.10387468,1099.7205,3540000.0,3219.0,221250.0,,55296.0,0.0001615264,0.1,1.3199434 +1223.7,1112.7191,0.08033741,1099.7522,3550000.0,3228.0,221875.0,,55456.0,0.0001612704,0.1,1.4352791 +1198.4,1116.609,0.06256267,1099.7837,3560000.0,3237.0,222500.0,,55616.0,0.0001610144,0.1,1.3771989 +1196.7,1120.2041,0.044388868,1099.8152,3570000.0,3246.0,223125.0,,55776.0,0.0001607584,0.1,1.311867 +1189.0,1123.2931,0.10792418,1099.8464,3580000.0,3255.0,223750.0,,55936.0,0.0001605024,0.1,1.3917246 +1182.1,1126.3351,0.112222426,1100.2145,3590000.0,3263.0,224375.0,,56064.0,0.0001602976,0.1,1.3478391 +1183.4,1128.907,0.1139977,1100.2445,3600000.0,3272.0,225000.0,,56224.0,0.0001600416,0.1,1.4079005 +1180.9,1131.296,0.09972315,1100.2743,3610000.0,3281.0,225625.0,,56384.0,0.0001597856,0.1,1.4900898 +1210.5,1133.9651,0.14290458,1100.304,3620000.0,3290.0,226250.0,,56544.0,0.0001595296,0.1,1.4082537 +1204.0,1136.354,0.07678965,1100.0,3630000.0,3300.0,226875.0,,56704.0,0.0001592736,0.1,1.3028588 +1227.7,1138.9281,0.08823475,1100.3628,3640000.0,3308.0,227500.0,,56864.0,0.0001590176,0.1,1.5004771 +1233.2,1141.427,0.11637645,1100.392,3650000.0,3317.0,228125.0,,57024.0,0.0001587616,0.1,1.4477986 +1244.8,1144.1561,0.08585868,1100.4209,3660000.0,3326.0,228750.0,,57184.0,0.0001585056,0.1,1.429464 +1213.5,1146.5061,0.12597792,1100.7798,3670000.0,3334.0,229375.0,,57312.0,0.0001583008,0.1,1.3304588 +1191.4,1148.5499,0.12966718,1100.4785,3680000.0,3344.0,230000.0,,57472.0,0.0001580448,0.1,1.3876686 +1194.9,1150.4539,0.13555883,1100.1788,3690000.0,3354.0,230625.0,,57632.0,0.0001577888,0.1,1.3548365 +1155.6,1151.7499,0.047533993,1100.2081,3700000.0,3363.0,231250.0,,57792.0,0.0001575328,0.1,1.443474 +1163.4,1153.103,0.08082972,1100.2373,3710000.0,3372.0,231875.0,,57952.0,0.0001572768,0.1,1.6436073 +1145.6,1154.1659,0.10050053,1099.9409,3720000.0,3382.0,232500.0,,58112.0,0.0001570208,0.1,1.484621 +1162.5,1155.266,0.10369324,1099.6462,3730000.0,3392.0,233125.0,,58272.0,0.0001567648,0.1,1.4145248 +1165.1,1156.428,0.09150104,1099.0303,3740000.0,3403.0,233750.0,,58432.0,0.0001565088,0.1,1.2774277 +1168.5,1157.5741,0.08772664,1099.0621,3750000.0,3412.0,234375.0,,58592.0,0.0001562528,0.1,1.3242836 +1195.9,1158.865,0.05844015,1099.4152,3760000.0,3420.0,235000.0,,58720.0,0.000156048,0.1,1.2647891 +1207.6,1160.015,0.12703763,1098.805,3770000.0,3431.0,235625.0,,58880.0,0.000155792,0.1,1.3973317 +1240.0,1161.3209,0.06488617,1098.8372,3780000.0,3440.0,236250.0,,59040.0,0.000155536,0.1,1.4238398 +1232.4,1162.412,0.10964672,1098.8693,3790000.0,3449.0,236875.0,,59200.0,0.00015528,0.1,1.2646887 +1232.9,1163.5399,0.12897441,1098.9011,3800000.0,3458.0,237500.0,,59360.0,0.000155024,0.1,1.0816969 +1230.7,1164.745,0.06975706,1099.2499,3810000.0,3466.0,238125.0,,59520.0,0.000154768,0.1,1.5119662 +1228.4,1166.246,0.115333825,1099.597,3820000.0,3474.0,238750.0,,59680.0,0.000154512,0.1,1.3094773 +1232.9,1167.794,0.0786927,1099.6267,3830000.0,3483.0,239375.0,,59840.0,0.000154256,0.1,1.3791754 +1249.8,1169.324,0.09967109,1099.9713,3840000.0,3491.0,240000.0,,60000.0,0.000154,0.1,1.394419 +1236.6,1170.549,0.1364608,1100.3143,3850000.0,3499.0,240625.0,,60128.0,0.0001537952,0.1,1.3682742 +1225.4,1171.6249,0.05296168,1100.342,3860000.0,3508.0,241250.0,,60288.0,0.0001535392,0.1,1.4220028 +1203.5,1172.119,0.09673023,1100.6826,3870000.0,3516.0,241875.0,,60448.0,0.0001532832,0.1,1.3233676 +1209.6,1172.481,0.15179984,1100.3971,3880000.0,3526.0,242500.0,,60608.0,0.0001530272,0.1,1.5855892 +1188.9,1172.845,0.11865909,1100.4243,3890000.0,3535.0,243125.0,,60768.0,0.0001527712,0.1,1.4265505 +1138.3,1172.782,0.09900824,1100.4514,3900000.0,3544.0,243750.0,,60928.0,0.0001525152,0.1,1.4436667 +1148.2,1172.72,0.09983627,1100.4785,3910000.0,3553.0,244375.0,,61088.0,0.0001522592,0.1,1.4583471 +1160.8,1172.708,0.050538074,1100.5054,3920000.0,3562.0,245000.0,,61248.0,0.0001520032,0.1,1.3374783 +1188.4,1173.2069,0.1312336,1100.8403,3930000.0,3570.0,245625.0,,61376.0,0.0001517984,0.1,1.4536735 +1178.0,1173.525,0.10660182,1100.5587,3940000.0,3580.0,246250.0,,61536.0,0.0001515424,0.1,1.3337522 +1173.9,1173.931,0.13603085,1100.5851,3950000.0,3589.0,246875.0,,61696.0,0.0001512864,0.1,1.5931047 +1206.8,1174.631,0.090053365,1100.3057,3960000.0,3599.0,247500.0,,61856.0,0.0001510304,0.1,1.3271947 +1197.8,1175.3179,0.12640698,1100.3326,3970000.0,3608.0,248125.0,,62016.0,0.0001507744,0.1,1.3896384 +1191.5,1176.219,0.119882055,1100.3594,3980000.0,3617.0,248750.0,,62176.0,0.0001505184,0.1,1.4082005 +1178.8,1177.048,0.13203429,1100.6897,3990000.0,3625.0,249375.0,,62336.0,0.0001502624,0.1,1.3254051 +1186.1,1177.7549,0.1771481,1100.7155,4000000.0,3634.0,250000.0,,62496.0,0.0001500064,0.1,1.2367401 +1207.3,1178.976,0.09215025,1100.7411,4010000.0,3643.0,250625.0,,62656.0,0.0001497504,0.1,1.2632428 +1227.7,1180.2219,0.060372826,1100.7667,4020000.0,3652.0,251250.0,,62784.0,0.0001495456,0.1,1.2955997 +1226.1,1181.3241,0.15178756,1101.0929,4030000.0,3660.0,251875.0,,62944.0,0.0001492896,0.1,1.3566754 +1218.7,1182.0991,0.15389903,1101.1174,4040000.0,3669.0,252500.0,,63104.0,0.0001490336,0.1,1.4103196 +1214.7,1183.0181,0.14566772,1101.142,4050000.0,3678.0,253125.0,,63264.0,0.0001487776,0.1,1.2708582 +1235.5,1184.3291,0.09657683,1101.465,4060000.0,3686.0,253750.0,,63424.0,0.0001485216,0.1,1.3824809 +1240.9,1185.2991,0.0953494,1101.4885,4070000.0,3695.0,254375.0,,63584.0,0.0001482656,0.1,1.333695 +1223.3,1186.135,0.11404811,1101.8093,4080000.0,3703.0,255000.0,,63744.0,0.0001480096,0.1,1.5075321 +1226.3,1187.0919,0.10040033,1101.8319,4090000.0,3712.0,255625.0,,63904.0,0.0001477536,0.1,1.3179142 +1246.8,1188.268,0.07535375,1101.8544,4100000.0,3721.0,256250.0,,64032.0,0.0001475488,0.1,1.334961 +1250.5,1189.2539,0.015226061,1101.8767,4110000.0,3730.0,256875.0,,64192.0,0.0001472928,0.1,1.4308257 +1262.8,1190.2909,0.035587028,1101.8989,4120000.0,3739.0,257500.0,,64352.0,0.0001470368,0.1,1.4593291 +1274.8,1191.4219,0.11280122,1102.2151,4130000.0,3747.0,258125.0,,64512.0,0.0001467808,0.1,1.473963 +1269.5,1192.4719,0.08384712,1102.2365,4140000.0,3756.0,258750.0,,64672.0,0.0001465248,0.1,1.3397098 +1271.2,1193.797,0.041645933,1101.965,4150000.0,3766.0,259375.0,,64832.0,0.0001462688,0.1,1.5848286 +1293.1,1195.397,0.1612236,1101.4032,4160000.0,3777.0,260000.0,,64992.0,0.0001460128,0.1,1.4426234 +1285.7,1196.828,0.055126082,1100.8447,4170000.0,3788.0,260625.0,,65152.0,0.0001457568,0.1,1.4338381 +1304.0,1198.18,0.0975077,1100.8691,4180000.0,3797.0,261250.0,,65312.0,0.0001455008,0.1,1.332442 +1294.4,1199.535,0.12949349,1101.1826,4190000.0,3805.0,261875.0,,65440.0,0.000145296,0.1,1.468916 +1287.8,1200.924,0.15074284,1101.206,4200000.0,3814.0,262500.0,,65600.0,0.00014504,0.1,1.3968056 +1259.7,1201.797,0.05853804,1101.2294,4210000.0,3823.0,263125.0,,65760.0,0.000144784,0.1,1.326092 +1258.1,1202.706,0.08314535,1100.9653,4220000.0,3833.0,263750.0,,65920.0,0.000144528,0.1,1.4051594 +1251.7,1203.5431,0.0965816,1101.2758,4230000.0,3841.0,264375.0,,66080.0,0.000144272,0.1,1.4113448 +1219.9,1204.061,0.2413782,1101.5848,4240000.0,3849.0,265000.0,,66240.0,0.000144016,0.1,1.4287266 +1193.5,1204.385,0.1831155,1101.8927,4250000.0,3857.0,265625.0,,66400.0,0.00014376,0.1,1.5938042 +1160.0,1204.4081,0.13221489,1102.1992,4260000.0,3865.0,266250.0,,66560.0,0.000143504,0.1,1.4788723 +1176.6,1204.586,0.11969344,1102.5045,4270000.0,3873.0,266875.0,,66688.0,0.0001432992,0.1,1.4384276 +1164.2,1204.503,0.046743985,1102.5244,4280000.0,3882.0,267500.0,,66848.0,0.0001430432,0.1,1.2403448 +1164.8,1204.526,0.09937334,1102.8278,4290000.0,3890.0,268125.0,,67008.0,0.0001427872,0.1,1.4114351 +1189.5,1205.0181,0.10711494,1103.4128,4300000.0,3897.0,268750.0,,67168.0,0.0001425312,0.1,1.4523929 +1205.7,1205.6561,0.0945101,1103.4307,4310000.0,3906.0,269375.0,,67328.0,0.0001422752,0.1,1.2813278 +1236.5,1206.382,0.1103891,1103.4482,4320000.0,3915.0,270000.0,,67488.0,0.0001420192,0.1,1.317386 +1246.1,1207.1671,0.15598905,1103.4658,4330000.0,3924.0,270625.0,,67648.0,0.0001417632,0.1,1.4464028 +1250.8,1208.0869,0.09685433,1103.4834,4340000.0,3933.0,271250.0,,67808.0,0.0001415072,0.1,1.3187618 +1280.7,1209.358,0.0858821,1102.9412,4350000.0,3944.0,271875.0,,67968.0,0.0001412512,0.1,1.4809759 +1290.5,1210.549,0.0850419,1102.9597,4360000.0,3953.0,272500.0,,68096.0,0.0001410464,0.1,1.505413 +1263.8,1211.445,0.06611081,1102.9783,4370000.0,3962.0,273125.0,,68256.0,0.0001407904,0.1,1.4946991 +1262.1,1212.22,0.052071195,1102.9967,4380000.0,3971.0,273750.0,,68416.0,0.0001405344,0.1,1.2541647 +1257.0,1213.1589,0.12744479,1103.015,4390000.0,3980.0,274375.0,,68576.0,0.0001402784,0.1,1.3632646 +1237.1,1213.788,0.11438068,1103.0333,4400000.0,3989.0,275000.0,,68736.0,0.0001400224,0.1,1.3877791 +1216.1,1214.052,0.077519566,1102.7756,4410000.0,3999.0,275625.0,,68896.0,0.0001397664,0.1,1.4325771 +1195.5,1214.023,0.062549405,1102.7944,4420000.0,4008.0,276250.0,,69056.0,0.0001395104,0.1,1.388275 +1190.9,1213.996,0.058227926,1102.813,4430000.0,4017.0,276875.0,,69216.0,0.0001392544,0.1,1.3760977 +1194.0,1214.0939,0.13290787,1103.3798,4440000.0,4024.0,277500.0,,69344.0,0.0001390496,0.1,1.4126368 +1199.8,1214.0609,0.05364996,1103.397,4450000.0,4033.0,278125.0,,69504.0,0.0001387936,0.1,1.340903 +1210.9,1214.2499,0.06206496,1103.6873,4460000.0,4041.0,278750.0,,69664.0,0.0001385376,0.1,1.2165776 +1222.2,1214.465,0.045863084,1103.4313,4470000.0,4051.0,279375.0,,69824.0,0.0001382816,0.1,1.3702639 +1237.8,1215.047,0.06454088,1103.4482,4480000.0,4060.0,280000.0,,69984.0,0.0001380256,0.1,1.5670578 +1247.6,1215.8109,0.12210757,1103.1941,4490000.0,4070.0,280625.0,,70144.0,0.0001377696,0.1,1.3652155 +1262.6,1216.626,0.12200202,1103.2115,4500000.0,4079.0,281250.0,,70304.0,0.0001375136,0.1,1.3540713 +1248.4,1217.3159,0.08241508,1102.9591,4510000.0,4089.0,281875.0,,70464.0,0.0001372576,0.1,1.3153472 +1236.9,1217.728,0.03109485,1102.977,4520000.0,4098.0,282500.0,,70624.0,0.0001370016,0.1,1.3467435 +1206.7,1217.965,0.08262407,1103.2635,4530000.0,4106.0,283125.0,,70752.0,0.0001367968,0.1,1.3451419 +1200.6,1217.975,0.101915576,1103.5488,4540000.0,4114.0,283750.0,,70912.0,0.0001365408,0.1,1.4866402 +1199.7,1217.735,0.00871206,1103.5653,4550000.0,4123.0,284375.0,,71072.0,0.0001362848,0.1,1.504056 +1176.1,1217.5121,0.03656786,1103.5818,4560000.0,4132.0,285000.0,,71232.0,0.0001360288,0.1,1.4579223 +1183.7,1217.3821,0.047696367,1103.8647,4570000.0,4140.0,285625.0,,71392.0,0.0001357728,0.1,1.3919713 +1183.7,1217.3291,0.0294716,1104.1466,4580000.0,4148.0,286250.0,,71552.0,0.0001355168,0.1,1.4454606 +1220.3,1217.711,0.08403445,1104.4274,4590000.0,4156.0,286875.0,,71712.0,0.0001352608,0.1,1.3632939 +1218.5,1218.062,0.10001374,1104.1766,4600000.0,4166.0,287500.0,,71872.0,0.0001350048,0.1,1.3745685 +1222.4,1218.4769,0.100856274,1104.4562,4610000.0,4174.0,288125.0,,72000.0,0.0001348,0.1,1.309094 +1231.9,1218.6909,0.10127103,1104.7346,4620000.0,4182.0,288750.0,,72160.0,0.000134544,0.1,1.3184406 +1238.0,1219.0309,0.16375113,1104.7483,4630000.0,4191.0,289375.0,,72320.0,0.000134288,0.1,1.319217 +1257.6,1219.33,0.11157603,1104.762,4640000.0,4200.0,290000.0,,72480.0,0.000134032,0.1,1.3406477 +1260.9,1219.6069,0.117623515,1104.7755,4650000.0,4209.0,290625.0,,72640.0,0.000133776,0.1,1.5310109 +1264.2,1219.8011,0.118006185,1104.789,4660000.0,4218.0,291250.0,,72800.0,0.00013352,0.1,1.4197552 +1261.7,1220.2831,0.15800175,1104.5411,4670000.0,4228.0,291875.0,,72960.0,0.000133264,0.1,1.4744412 +1268.8,1221.057,0.09435819,1104.8159,4680000.0,4236.0,292500.0,,73120.0,0.000133008,0.1,1.4802523 +1256.2,1221.67,0.11229123,1105.0895,4690000.0,4244.0,293125.0,,73280.0,0.000132752,0.1,1.3900548 +1271.6,1222.8301,0.0702934,1105.1023,4700000.0,4253.0,293750.0,,73408.0,0.0001325472,0.1,1.4439431 +1281.5,1224.011,0.07466192,1105.115,4710000.0,4262.0,294375.0,,73568.0,0.0001322912,0.1,1.4534448 +1262.3,1225.1781,0.048351604,1105.1276,4720000.0,4271.0,295000.0,,73728.0,0.0001320352,0.1,1.2773829 +1249.5,1226.048,0.029455936,1104.8821,4730000.0,4281.0,295625.0,,73888.0,0.0001317792,0.1,1.6757195 +1258.3,1226.98,0.084496915,1105.1527,4740000.0,4289.0,296250.0,,74048.0,0.0001315232,0.1,1.4603386 +1274.3,1228.0378,0.029122433,1105.4224,4750000.0,4297.0,296875.0,,74208.0,0.0001312672,0.1,1.3086808 +1253.5,1228.6139,0.12629826,1105.4343,4760000.0,4306.0,297500.0,,74368.0,0.0001310112,0.1,1.3230779 +1248.9,1229.0269,0.020092305,1105.4462,4770000.0,4315.0,298125.0,,74528.0,0.0001307552,0.1,1.2707331 +1259.6,1229.223,0.18358746,1105.9695,4780000.0,4322.0,298750.0,,74656.0,0.0001305504,0.1,1.4633589 +1267.3,1229.5719,0.116420135,1105.9801,4790000.0,4331.0,299375.0,,74816.0,0.0001302944,0.1,1.4761577 +1259.8,1229.841,0.09352332,1105.736,4800000.0,4341.0,300000.0,,74976.0,0.0001300384,0.1,1.3405173 +1239.3,1229.927,0.09598893,1105.7471,4810000.0,4350.0,300625.0,,75136.0,0.0001297824,0.1,1.4027977 +1233.9,1229.9819,0.016872624,1105.7582,4820000.0,4359.0,301250.0,,75296.0,0.0001295264,0.1,1.2941822 +1234.5,1229.9979,0.08056521,1105.7693,4830000.0,4368.0,301875.0,,75456.0,0.0001292704,0.1,1.3873363 +1230.7,1229.807,0.1208581,1105.7803,4840000.0,4377.0,302500.0,,75616.0,0.0001290144,0.1,1.2664688 +1250.1,1229.942,0.058237325,1105.7911,4850000.0,4386.0,303125.0,,75776.0,0.0001287584,0.1,1.4712138 +1258.8,1230.276,0.14814323,1105.5505,4860000.0,4396.0,303750.0,,75936.0,0.0001285024,0.1,1.4869932 +1264.7,1230.8881,0.0704043,1105.8129,4870000.0,4404.0,304375.0,,76064.0,0.0001282976,0.1,1.5366256 +1286.5,1231.657,0.048902012,1105.8237,4880000.0,4413.0,305000.0,,76224.0,0.0001280416,0.1,1.3179204 +1305.0,1232.818,0.11418364,1105.8345,4890000.0,4422.0,305625.0,,76384.0,0.0001277856,0.1,1.4330775 +1305.5,1234.49,0.084061295,1105.8452,4900000.0,4431.0,306250.0,,76544.0,0.0001275296,0.1,1.2447072 +1292.2,1235.93,0.03063735,1106.105,4910000.0,4439.0,306875.0,,76704.0,0.0001272736,0.1,1.3684715 +1270.5,1237.027,0.07025599,1106.1151,4920000.0,4448.0,307500.0,,76864.0,0.0001270176,0.1,1.2794142 +1279.6,1237.9391,0.04112368,1106.1252,4930000.0,4457.0,308125.0,,77024.0,0.0001267616,0.1,1.443845 +1279.6,1238.955,0.09422833,1106.1353,4940000.0,4466.0,308750.0,,77184.0,0.0001265056,0.1,1.2981212 +1292.7,1240.1431,0.13650015,1106.1453,4950000.0,4475.0,309375.0,,77312.0,0.0001263008,0.1,1.2155044 +1298.3,1241.0581,0.018469533,1106.1553,4960000.0,4484.0,310000.0,,77472.0,0.0001260448,0.1,1.5102531 +1289.9,1241.979,0.05108589,1106.4114,4970000.0,4492.0,310625.0,,77632.0,0.0001257888,0.1,1.2585558 +1303.3,1243.0969,0.08991426,1106.4208,4980000.0,4501.0,311250.0,,77792.0,0.0001255328,0.1,1.3605219 +1304.6,1244.355,0.0406632,1106.4302,4990000.0,4510.0,311875.0,,77952.0,0.0001252768,0.1,1.2551515 +1289.8,1245.3918,0.069510065,1106.4395,5000000.0,4519.0,312500.0,,78112.0,0.0001250208,0.1,1.2878399 +1295.0,1246.269,0.12787141,1106.6931,5010000.0,4527.0,313125.0,,78272.0,0.0001247648,0.1,1.3109126 +1296.3,1246.955,0.04473879,1106.7019,5020000.0,4536.0,313750.0,,78432.0,0.0001245088,0.1,1.3702092 +1316.3,1247.8569,0.08373385,1106.7107,5030000.0,4545.0,314375.0,,78592.0,0.0001242528,0.1,1.2682084 +1312.7,1248.7969,0.070823535,1106.9624,5040000.0,4553.0,315000.0,,78720.0,0.000124048,0.1,1.2953575 +1312.9,1249.7789,0.10314275,1106.728,5050000.0,4563.0,315625.0,,78880.0,0.000123792,0.1,1.2394671 +1310.3,1250.527,0.14713925,1106.7367,5060000.0,4572.0,316250.0,,79040.0,0.000123536,0.1,1.3647312 +1279.8,1250.9159,0.16466448,1106.9869,5070000.0,4580.0,316875.0,,79200.0,0.00012328,0.1,1.309901 +1278.3,1251.4658,0.17110012,1106.995,5080000.0,4589.0,317500.0,,79360.0,0.000123024,0.1,1.4342732 +1263.9,1251.8419,0.07385999,1107.003,5090000.0,4598.0,318125.0,,79520.0,0.000122768,0.1,1.3105164 +1223.9,1251.6129,0.08478292,1107.0111,5100000.0,4607.0,318750.0,,79680.0,0.000122512,0.1,1.2560766 +1227.9,1251.387,0.16194384,1107.019,5110000.0,4616.0,319375.0,,79840.0,0.000122256,0.1,1.3866178 +1193.9,1250.698,0.07584463,1107.2665,5120000.0,4624.0,320000.0,,80000.0,0.000122,0.1,1.447545 +1224.9,1250.1989,0.059266042,1107.2739,5130000.0,4633.0,320625.0,,80128.0,0.0001217952,0.1,1.3911955 +1227.2,1249.7759,0.04900976,1107.5199,5140000.0,4641.0,321250.0,,80288.0,0.0001215392,0.1,1.3150258 +1200.9,1249.073,0.08627186,1107.5269,5150000.0,4650.0,321875.0,,80448.0,0.0001212832,0.1,1.1796684 +1189.3,1248.035,0.090463616,1107.2961,5160000.0,4660.0,322500.0,,80608.0,0.0001210272,0.1,1.3223729 +1187.8,1247.0559,0.061314397,1107.3035,5170000.0,4669.0,323125.0,,80768.0,0.0001207712,0.1,1.2419438 +1200.9,1246.0249,0.122891,1107.3108,5180000.0,4678.0,323750.0,,80928.0,0.0001205152,0.1,1.3053578 +1220.4,1245.2849,0.09257772,1107.3181,5190000.0,4687.0,324375.0,,81088.0,0.0001202592,0.1,1.4165895 +1201.7,1244.424,0.072668135,1107.5613,5200000.0,4695.0,325000.0,,81248.0,0.0001200032,0.1,1.3914516 +1223.7,1244.0641,0.1846585,1107.8036,5210000.0,4703.0,325625.0,,81376.0,0.0001197984,0.1,1.385123 +1198.7,1243.4701,0.065034345,1107.8098,5220000.0,4712.0,326250.0,,81536.0,0.0001195424,0.1,1.2175801 +1214.2,1243.0952,0.085266,1107.8162,5230000.0,4721.0,326875.0,,81696.0,0.0001192864,0.1,1.357836 +1202.7,1242.9231,0.04532251,1108.0566,5240000.0,4729.0,327500.0,,81856.0,0.0001190304,0.1,1.4481962 +1193.8,1242.9261,0.07920343,1108.0625,5250000.0,4738.0,328125.0,,82016.0,0.0001187744,0.1,1.452102 +1217.7,1243.5032,0.03060645,1108.0682,5260000.0,4747.0,328750.0,,82176.0,0.0001185184,0.1,1.2997601 +1201.2,1243.749,0.05738712,1108.074,5270000.0,4756.0,329375.0,,82336.0,0.0001182624,0.1,1.3983524 +1211.8,1244.225,0.055264942,1108.0797,5280000.0,4765.0,330000.0,,82496.0,0.0001180064,0.1,1.3382931 +1214.8,1244.725,0.055170055,1108.0854,5290000.0,4774.0,330625.0,,82656.0,0.0001177504,0.1,1.3285583 +1216.2,1244.9921,0.12291734,1108.5547,5300000.0,4781.0,331250.0,,82784.0,0.0001175456,0.1,1.4141114 +1220.5,1245.14,0.02565715,1108.5594,5310000.0,4790.0,331875.0,,82944.0,0.0001172896,0.1,1.5120718 +1240.8,1245.183,0.075628154,1108.3334,5320000.0,4800.0,332500.0,,83104.0,0.0001170336,0.1,1.2810228 +1222.4,1244.946,0.052395612,1108.1082,5330000.0,4810.0,333125.0,,83264.0,0.0001167776,0.1,1.2619507 +1200.9,1244.4469,0.060815528,1108.1138,5340000.0,4819.0,333750.0,,83424.0,0.0001165216,0.1,1.1988646 +1180.0,1243.44,0.1036877,1108.3489,5350000.0,4827.0,334375.0,,83584.0,0.0001162656,0.1,1.3212304 +1185.1,1242.386,0.10262383,1108.5833,5360000.0,4835.0,335000.0,,83744.0,0.0001160096,0.1,1.2821174 +1167.3,1241.4209,0.118327044,1108.5879,5370000.0,4844.0,335625.0,,83904.0,0.0001157536,0.1,1.4110638 +1171.1,1240.511,0.038402244,1108.821,5380000.0,4852.0,336250.0,,84032.0,0.0001155488,0.1,1.2922052 +1148.7,1239.4281,0.09284184,1108.8253,5390000.0,4861.0,336875.0,,84192.0,0.0001152928,0.1,1.3479481 +1145.1,1238.5079,0.11783349,1109.0573,5400000.0,4869.0,337500.0,,84352.0,0.0001150368,0.1,1.3776081 +1145.3,1237.8,0.07340726,1109.061,5410000.0,4878.0,338125.0,,84512.0,0.0001147808,0.1,1.350625 +1155.9,1237.4039,0.048878096,1109.2919,5420000.0,4886.0,338750.0,,84672.0,0.0001145248,0.1,1.361188 +1163.7,1237.1321,0.09163375,1109.2952,5430000.0,4895.0,339375.0,,84832.0,0.0001142688,0.1,1.2286891 +1144.5,1236.637,0.08397865,1109.2986,5440000.0,4904.0,340000.0,,84992.0,0.0001140128,0.1,1.3094183 +1161.9,1236.258,0.08472802,1109.3019,5450000.0,4913.0,340625.0,,85152.0,0.0001137568,0.1,1.2713022 +1130.6,1235.4551,0.07344258,1109.3052,5460000.0,4922.0,341250.0,,85312.0,0.0001135008,0.1,1.3777912 +1131.4,1234.547,0.11173637,1109.3085,5470000.0,4931.0,341875.0,,85440.0,0.000113296,0.1,1.1485705 +1137.1,1233.54,0.14646208,1109.3118,5480000.0,4940.0,342500.0,,85600.0,0.00011304,0.1,1.2914934 +1104.8,1232.112,0.13524592,1109.3151,5490000.0,4949.0,343125.0,,85760.0,0.000112784,0.1,1.2829177 +1104.7,1230.5331,0.08627461,1109.0946,5500000.0,4959.0,343750.0,,85920.0,0.000112528,0.1,1.240459 +1081.1,1228.8601,0.09130423,1109.0983,5510000.0,4968.0,344375.0,,86080.0,0.000112272,0.1,1.2774606 +1077.5,1227.266,0.20225464,1109.3247,5520000.0,4976.0,345000.0,,86240.0,0.000112016,0.1,1.1730654 +1068.3,1225.8821,0.09017785,1109.1055,5530000.0,4986.0,345625.0,,86400.0,0.00011176,0.1,1.2167156 +1062.5,1224.501,0.13935171,1108.8871,5540000.0,4996.0,346250.0,,86560.0,0.000111504,0.1,1.240509 +1085.4,1223.358,0.15090898,1109.1127,5550000.0,5004.0,346875.0,,86688.0,0.0001112992,0.1,1.283463 +1081.2,1222.4089,0.056286957,1109.1163,5560000.0,5013.0,347500.0,,86848.0,0.0001110432,0.1,1.2902112 +1073.5,1221.307,0.09564476,1109.1199,5570000.0,5022.0,348125.0,,87008.0,0.0001107872,0.1,1.23624 +1113.2,1220.602,0.087975875,1108.9031,5580000.0,5032.0,348750.0,,87168.0,0.0001105312,0.1,1.1551965 +1114.4,1219.5431,0.14435512,1108.687,5590000.0,5042.0,349375.0,,87328.0,0.0001102752,0.1,1.0736771 +1113.3,1218.491,0.085179456,1108.9109,5600000.0,5050.0,350000.0,,87488.0,0.0001100192,0.1,1.2788907 +1126.7,1217.534,0.068624824,1108.6957,5610000.0,5060.0,350625.0,,87648.0,0.0001097632,0.1,1.273067 +1112.8,1216.343,0.11836517,1108.7,5620000.0,5069.0,351250.0,,87808.0,0.0001095072,0.1,1.3509097 +1127.3,1215.236,0.051344175,1108.7042,5630000.0,5078.0,351875.0,,87968.0,0.0001092512,0.1,1.2807343 +1103.3,1213.693,0.12670287,1108.7085,5640000.0,5087.0,352500.0,,88096.0,0.0001090464,0.1,1.1851393 +1097.7,1212.0609,0.09033266,1108.7128,5650000.0,5096.0,353125.0,,88256.0,0.0001087904,0.1,1.2708066 +1096.6,1210.385,0.09541319,1108.7169,5660000.0,5105.0,353750.0,,88416.0,0.0001085344,0.1,1.2286445 +1098.0,1208.7479,0.06375884,1108.7212,5670000.0,5114.0,354375.0,,88576.0,0.0001082784,0.1,1.2937859 +1107.9,1207.139,0.06593071,1108.9418,5680000.0,5122.0,355000.0,,88736.0,0.0001080224,0.1,1.1164391 +1109.7,1205.674,0.12412458,1109.1617,5690000.0,5130.0,355625.0,,88896.0,0.0001077664,0.1,1.485184 +1116.0,1204.118,0.005692537,1108.9495,5700000.0,5140.0,356250.0,,89056.0,0.0001075104,0.1,1.2093945 +1111.1,1202.414,0.15586947,1108.9532,5710000.0,5149.0,356875.0,,89216.0,0.0001072544,0.1,1.159406 +1093.4,1200.725,0.07617728,1109.172,5720000.0,5157.0,357500.0,,89344.0,0.0001070496,0.1,1.2198687 +1066.3,1198.893,0.07227115,1109.3901,5730000.0,5165.0,358125.0,,89504.0,0.0001067936,0.1,1.2089825 +1045.7,1196.7671,0.08054224,1109.3931,5740000.0,5174.0,358750.0,,89664.0,0.0001065376,0.1,1.1449983 +1046.4,1194.4879,0.09112879,1109.3961,5750000.0,5183.0,359375.0,,89824.0,0.0001062816,0.1,1.275976 +1028.6,1192.239,0.12631851,1109.399,5760000.0,5192.0,360000.0,,89984.0,0.0001060256,0.1,1.2583592 +1029.8,1190.048,0.17015705,1109.6154,5770000.0,5200.0,360625.0,,90144.0,0.0001057696,0.1,1.2665656 +1050.0,1187.952,0.13039708,1109.6179,5780000.0,5209.0,361250.0,,90304.0,0.0001055136,0.1,1.3079367 +1045.6,1185.735,0.14447924,1109.6205,5790000.0,5218.0,361875.0,,90464.0,0.0001052576,0.1,1.151088 +1043.3,1183.57,0.11299171,1109.4109,5800000.0,5228.0,362500.0,,90624.0,0.0001050016,0.1,1.382431 +1029.8,1181.475,0.042942096,1109.4138,5810000.0,5237.0,363125.0,,90752.0,0.0001047968,0.1,1.2765555 +1032.9,1179.465,0.14002724,1109.6282,5820000.0,5245.0,363750.0,,90912.0,0.0001045408,0.1,1.2684166 +1040.7,1177.527,0.1223909,1109.842,5830000.0,5253.0,364375.0,,91072.0,0.0001042848,0.1,1.2132682 +1027.3,1175.4929,0.08308467,1109.8441,5840000.0,5262.0,365000.0,,91232.0,0.0001040288,0.1,1.1912258 +1039.3,1173.3849,0.023333395,1110.0569,5850000.0,5270.0,365625.0,,91392.0,0.0001037728,0.1,1.2592983 +1077.2,1171.5688,0.06601343,1110.0587,5860000.0,5279.0,366250.0,,91552.0,0.0001035168,0.1,1.1987643 +1103.9,1169.9609,0.13471967,1110.2705,5870000.0,5287.0,366875.0,,91712.0,0.0001032608,0.1,1.3253813 +1083.2,1167.9281,0.09058733,1110.2719,5880000.0,5296.0,367500.0,,91872.0,0.0001030048,0.1,1.1400876 +1077.2,1165.65,0.04682769,1110.4827,5890000.0,5304.0,368125.0,,92000.0,0.0001028,0.1,1.1679143 +1089.7,1163.4921,0.09052047,1110.4838,5900000.0,5313.0,368750.0,,92160.0,0.000102544,0.1,1.2521434 +1110.8,1161.6781,0.023602825,1110.4847,5910000.0,5322.0,369375.0,,92320.0,0.000102288,0.1,1.1484399 +1078.4,1159.7571,0.068799116,1110.2776,5920000.0,5332.0,370000.0,,92480.0,0.000102032,0.1,1.2327231 +1089.9,1157.86,0.045107313,1110.2789,5930000.0,5341.0,370625.0,,92640.0,0.000101776,0.1,1.2637761 +1083.4,1155.898,0.06982508,1110.4879,5940000.0,5349.0,371250.0,,92800.0,0.00010152,0.1,1.2353258 +1103.2,1154.003,0.04228176,1110.489,5950000.0,5358.0,371875.0,,92960.0,0.000101264,0.1,1.2099669 +1094.5,1151.965,0.096386515,1110.2832,5960000.0,5368.0,372500.0,,93120.0,0.000101008,0.1,1.3500894 +1073.6,1149.802,0.03795188,1110.4911,5970000.0,5376.0,373125.0,,93280.0,0.000100752,0.1,1.4208853 +1054.1,1147.3102,0.02750272,1110.4921,5980000.0,5385.0,373750.0,,93408.0,0.0001005472,0.1,1.1857568 +1037.2,1144.6361,0.07239569,1110.6991,5990000.0,5393.0,374375.0,,93568.0,0.0001002912,0.1,1.155565 +1056.9,1142.307,0.12810896,1110.4941,6000000.0,5403.0,375000.0,,93728.0,0.0001000352,0.1,1.3456166 +1030.4,1139.661,0.091378674,1110.4952,6010000.0,5412.0,375625.0,,93888.0,9.97792e-05,0.1,1.2491119 +982.9,1136.527,0.09778378,1110.4962,6020000.0,5421.0,376250.0,,94048.0,9.95232e-05,0.1,1.3154562 +987.2,1133.236,0.08686557,1110.7018,6030000.0,5429.0,376875.0,,94208.0,9.92672e-05,0.1,1.1213269 +985.6,1129.965,0.13335298,1110.7025,6040000.0,5438.0,377500.0,,94368.0,9.90112e-05,0.1,1.199882 +983.5,1126.6711,0.17138852,1110.7031,6050000.0,5447.0,378125.0,,94528.0,9.87552e-05,0.1,1.276407 +982.2,1123.3901,0.10631712,1110.7039,6060000.0,5456.0,378750.0,,94656.0,9.85504e-05,0.1,1.2870502 +974.2,1120.3341,0.14620408,1110.9077,6070000.0,5464.0,379375.0,,94816.0,9.82944e-05,0.1,1.3854479 +1001.1,1117.5621,0.060693737,1110.7052,6080000.0,5474.0,380000.0,,94976.0,9.80384e-05,0.1,1.1880448 +1024.4,1115.167,0.13738331,1110.7058,6090000.0,5483.0,380625.0,,95136.0,9.77824e-05,0.1,1.1743991 +1044.0,1113.3679,0.1274937,1110.7065,6100000.0,5492.0,381250.0,,95296.0,9.75264e-05,0.1,1.2221773 +1041.9,1111.508,0.10161846,1110.909,6110000.0,5500.0,381875.0,,95456.0,9.72704e-05,0.1,1.3989197 +1036.5,1109.934,0.11361936,1110.7078,6120000.0,5510.0,382500.0,,95616.0,9.70144e-05,0.1,1.3191273 +1017.7,1107.862,0.11181388,1110.7085,6130000.0,5519.0,383125.0,,95776.0,9.67584e-05,0.1,1.3004519 +1020.2,1105.7921,0.11625303,1110.7091,6140000.0,5528.0,383750.0,,95936.0,9.65024e-05,0.1,1.0923673 +1003.6,1103.8191,0.106703974,1110.7097,6150000.0,5537.0,384375.0,,96064.0,9.62976e-05,0.1,1.3277738 +1017.3,1102.0991,0.1083777,1110.7104,6160000.0,5546.0,385000.0,,96224.0,9.60416e-05,0.1,1.1807957 +989.9,1100.12,0.13574134,1110.911,6170000.0,5554.0,385625.0,,96384.0,9.57856e-05,0.1,1.235966 +966.6,1097.777,0.12331221,1110.9114,6180000.0,5563.0,386250.0,,96544.0,9.55296e-05,0.1,1.2510545 +978.7,1095.36,0.13980822,1111.1111,6190000.0,5571.0,386875.0,,96704.0,9.52736e-05,0.1,1.2806157 +1006.0,1093.4031,0.10381498,1111.1111,6200000.0,5580.0,387500.0,,96864.0,9.50176e-05,0.1,1.2498507 +1009.8,1091.264,0.1394177,1111.1111,6210000.0,5589.0,388125.0,,97024.0,9.47616e-05,0.1,1.4331982 +1021.3,1089.49,0.12690936,1111.3096,6220000.0,5597.0,388750.0,,97184.0,9.45056e-05,0.1,1.3033898 +1009.1,1087.439,0.036913864,1111.3093,6230000.0,5606.0,389375.0,,97312.0,9.43008e-05,0.1,1.1921896 +1029.8,1085.71,0.050105758,1111.507,6240000.0,5614.0,390000.0,,97472.0,9.40448e-05,0.1,1.3553767 +1057.3,1084.345,0.1136292,1111.704,6250000.0,5622.0,390625.0,,97632.0,9.37888e-05,0.1,1.2963889 +1056.6,1082.734,0.16162825,1111.9005,6260000.0,5630.0,391250.0,,97792.0,9.35328e-05,0.1,1.3666339 +1068.6,1081.408,0.15775748,1112.0964,6270000.0,5638.0,391875.0,,97952.0,9.32768e-05,0.1,1.3832049 +1051.1,1079.801,0.11495528,1112.095,6280000.0,5647.0,392500.0,,98112.0,9.30208e-05,0.1,1.2662828 +1020.1,1077.854,0.1357153,1112.0934,6290000.0,5656.0,393125.0,,98272.0,9.27648e-05,0.1,1.3086455 +1024.8,1075.9401,0.08183372,1112.0918,6300000.0,5665.0,393750.0,,98432.0,9.25088e-05,0.1,1.1867065 +1011.8,1073.853,0.08178214,1112.2863,6310000.0,5673.0,394375.0,,98592.0,9.22528e-05,0.1,1.2371477 +979.5,1071.2399,0.148504,1112.2844,6320000.0,5682.0,395000.0,,98720.0,9.2048e-05,0.1,1.383784 +974.8,1068.7639,0.07523069,1112.2826,6330000.0,5691.0,395625.0,,98880.0,9.1792e-05,0.1,1.3125868 +1002.7,1066.782,0.103665784,1112.2808,6340000.0,5700.0,396250.0,,99040.0,9.1536e-05,0.1,1.3841476 +1017.6,1065.158,0.16147067,1112.2788,6350000.0,5709.0,396875.0,,99200.0,9.128e-05,0.1,1.2761896 +1012.7,1063.434,0.08181867,1111.8881,6360000.0,5720.0,397500.0,,99360.0,9.1024e-05,0.1,1.3954524 +1039.3,1062.1539,0.06971046,1111.8868,6370000.0,5729.0,398125.0,,99520.0,9.0768e-05,0.1,1.1755793 +1069.2,1061.135,0.12874499,1111.8856,6380000.0,5738.0,398750.0,,99680.0,9.0512e-05,0.1,1.0878476 +1068.7,1060.335,0.047815178,1111.8845,6390000.0,5747.0,399375.0,,99840.0,9.0256e-05,0.1,1.2497151 +1047.9,1059.3629,0.010623203,1112.0764,6400000.0,5755.0,400000.0,,100000.0,9e-05,0.1,1.2476048 +1033.9,1058.249,0.10535422,1112.075,6410000.0,5764.0,400625.0,,100128.0,8.97952e-05,0.1,1.2806281 +1028.7,1056.977,0.11928953,1112.2661,6420000.0,5772.0,401250.0,,100288.0,8.95392e-05,0.1,1.318224 +1041.3,1055.7529,0.12199654,1112.2643,6430000.0,5781.0,401875.0,,100448.0,8.92832e-05,0.1,1.3287357 +984.6,1054.1539,0.09251006,1112.4547,6440000.0,5789.0,402500.0,,100608.0,8.90272e-05,0.1,1.2130244 +1002.0,1052.555,0.14227916,1112.069,6450000.0,5800.0,403125.0,,100768.0,8.87712e-05,0.1,1.268004 +1024.6,1051.495,0.075914375,1111.8761,6460000.0,5810.0,403750.0,,100928.0,8.85152e-05,0.1,1.1793325 +1021.6,1050.397,0.11782055,1111.6838,6470000.0,5820.0,404375.0,,101088.0,8.82592e-05,0.1,1.2385457 +1030.9,1049.335,0.077638224,1111.683,6480000.0,5829.0,405000.0,,101248.0,8.80032e-05,0.1,1.2237979 +1049.3,1048.7799,0.1023478,1111.6821,6490000.0,5838.0,405625.0,,101376.0,8.77984e-05,0.1,1.2205613 +1046.0,1048.193,0.13744076,1111.8713,6500000.0,5846.0,406250.0,,101536.0,8.75424e-05,0.1,1.2664063 +1035.7,1047.739,0.1491981,1111.6803,6510000.0,5856.0,406875.0,,101696.0,8.72864e-05,0.1,1.1971915 +1020.4,1047.168,0.030381652,1111.49,6520000.0,5866.0,407500.0,,101856.0,8.70304e-05,0.1,1.130129 +1020.5,1046.69,0.058350522,1111.6786,6530000.0,5874.0,408125.0,,102016.0,8.67744e-05,0.1,1.3088615 +1029.0,1046.355,0.10698396,1111.6777,6540000.0,5883.0,408750.0,,102176.0,8.65184e-05,0.1,1.3704908 +1023.9,1045.7399,0.09480995,1111.8656,6550000.0,5891.0,409375.0,,102336.0,8.62624e-05,0.1,1.2440102 +1009.7,1045.025,0.11110577,1111.8644,6560000.0,5900.0,410000.0,,102496.0,8.60064e-05,0.1,1.1957773 +1006.7,1044.357,0.053473417,1111.8633,6570000.0,5909.0,410625.0,,102656.0,8.57504e-05,0.1,1.1108468 +1014.0,1043.3651,0.08474654,1112.05,6580000.0,5917.0,411250.0,,102784.0,8.55456e-05,0.1,1.1717024 +1013.5,1042.3561,0.11774631,1112.0486,6590000.0,5926.0,411875.0,,102944.0,8.52896e-05,0.1,1.1690962 +1001.5,1041.238,0.12982689,1112.0471,6600000.0,5935.0,412500.0,,103104.0,8.50336e-05,0.1,1.0883974 +993.9,1039.91,0.058998957,1112.2329,6610000.0,5943.0,413125.0,,103264.0,8.47776e-05,0.1,1.1640195 +1003.3,1038.815,0.07459274,1112.0443,6620000.0,5953.0,413750.0,,103424.0,8.45216e-05,0.1,1.2384005 +1003.1,1037.573,0.12959549,1112.043,6630000.0,5962.0,414375.0,,103584.0,8.42656e-05,0.1,1.1095327 +992.0,1036.46,0.12108444,1112.0415,6640000.0,5971.0,415000.0,,103744.0,8.40096e-05,0.1,1.1573015 +1025.2,1035.735,0.14588855,1111.8542,6650000.0,5981.0,415625.0,,103904.0,8.37536e-05,0.1,1.2114048 +1039.9,1035.1681,0.18496576,1111.6675,6660000.0,5991.0,416250.0,,104032.0,8.35488e-05,0.1,1.2252121 +1030.7,1034.4951,0.1595011,1111.8519,6670000.0,5999.0,416875.0,,104192.0,8.32928e-05,0.1,1.3376681 +1068.3,1034.099,0.06736645,1111.8508,6680000.0,6008.0,417500.0,,104352.0,8.30368e-05,0.1,1.1960447 +1066.8,1033.6699,0.078309566,1111.8497,6690000.0,6017.0,418125.0,,104512.0,8.27808e-05,0.1,1.182755 +1077.1,1033.281,0.11849409,1111.8486,6700000.0,6026.0,418750.0,,104672.0,8.25248e-05,0.1,1.2037526 +1069.1,1032.861,0.09113766,1112.0319,6710000.0,6034.0,419375.0,,104832.0,8.22688e-05,0.1,1.19471 +1072.0,1032.647,0.097836405,1111.8464,6720000.0,6044.0,420000.0,,104992.0,8.20128e-05,0.1,1.2675612 +1058.6,1032.5701,0.068850406,1111.6617,6730000.0,6054.0,420625.0,,105152.0,8.17568e-05,0.1,1.0485606 +1070.6,1032.8191,0.13528086,1111.6609,6740000.0,6063.0,421250.0,,105312.0,8.15008e-05,0.1,1.2309843 +1037.6,1032.7311,0.1035295,1111.477,6750000.0,6073.0,421875.0,,105440.0,8.1296e-05,0.1,1.1703537 +1046.2,1032.9071,0.09236537,1111.2938,6760000.0,6083.0,422500.0,,105600.0,8.104e-05,0.1,1.0093977 +1053.9,1033.1481,0.14455861,1111.476,6770000.0,6091.0,423125.0,,105760.0,8.0784e-05,0.1,1.1615882 +1036.3,1033.011,0.1559366,1111.4755,6780000.0,6100.0,423750.0,,105920.0,8.0528e-05,0.1,1.141407 +1031.8,1032.8729,0.18207788,1111.6569,6790000.0,6108.0,424375.0,,106080.0,8.0272e-05,0.1,1.2229353 +1039.5,1032.835,0.15650108,1111.656,6800000.0,6117.0,425000.0,,106240.0,8.0016e-05,0.1,1.1299243 +1043.6,1032.973,0.05272009,1111.6553,6810000.0,6126.0,425625.0,,106400.0,7.976e-05,0.1,1.0386649 +1029.6,1032.94,0.11738161,1111.6544,6820000.0,6135.0,426250.0,,106560.0,7.9504e-05,0.1,1.0808979 +1035.2,1032.8851,0.14784414,1111.8346,6830000.0,6143.0,426875.0,,106688.0,7.92992e-05,0.1,1.1830175 +1042.6,1033.0381,0.06912604,1111.8335,6840000.0,6152.0,427500.0,,106848.0,7.90432e-05,0.1,1.2298493 +1023.9,1032.884,0.101360984,1111.8325,6850000.0,6161.0,428125.0,,107008.0,7.87872e-05,0.1,1.2282273 +1043.1,1032.5431,0.12660047,1111.8314,6860000.0,6170.0,428750.0,,107168.0,7.85312e-05,0.1,1.1727864 +1044.4,1031.948,0.12925994,1111.8304,6870000.0,6179.0,429375.0,,107328.0,7.82752e-05,0.1,1.1891869 +1036.1,1031.477,0.15711725,1111.8293,6880000.0,6188.0,430000.0,,107488.0,7.80192e-05,0.1,1.3052347 +1030.0,1031.0049,0.13057156,1111.6489,6890000.0,6198.0,430625.0,,107648.0,7.77632e-05,0.1,1.3197353 +1039.3,1030.501,0.15489282,1111.6482,6900000.0,6207.0,431250.0,,107808.0,7.75072e-05,0.1,1.2923074 +1042.1,1029.814,0.16152301,1111.6473,6910000.0,6216.0,431875.0,,107968.0,7.72512e-05,0.1,1.2972606 +1041.0,1029.44,0.09184292,1111.6466,6920000.0,6225.0,432500.0,,108096.0,7.70464e-05,0.1,1.2321897 +1042.2,1028.963,0.111914486,1111.6459,6930000.0,6234.0,433125.0,,108256.0,7.67904e-05,0.1,1.3529437 +1047.8,1028.6069,0.027134392,1111.8231,6940000.0,6242.0,433750.0,,108416.0,7.65344e-05,0.1,1.1802282 +1040.1,1027.9761,0.10931593,1111.8221,6950000.0,6251.0,434375.0,,108576.0,7.62784e-05,0.1,1.3330894 +1020.9,1027.24,0.11130694,1111.9988,6960000.0,6259.0,435000.0,,108736.0,7.60224e-05,0.1,1.2880738 +1026.7,1026.771,0.07677101,1111.8201,6970000.0,6269.0,435625.0,,108896.0,7.57664e-05,0.1,1.2878611 +1027.5,1026.505,0.13650855,1111.9962,6980000.0,6277.0,436250.0,,109056.0,7.55104e-05,0.1,1.3908055 +1021.9,1026.3519,0.055082995,1112.1719,6990000.0,6285.0,436875.0,,109216.0,7.52544e-05,0.1,1.113061 +1006.0,1025.843,0.08922863,1112.7007,7000000.0,6291.0,437500.0,,109344.0,7.50496e-05,0.1,1.1817722 +1027.7,1025.816,0.06998274,1112.875,7010000.0,6299.0,438125.0,,109504.0,7.47936e-05,0.1,1.3661993 +1033.3,1026.32,0.048896533,1113.049,7020000.0,6307.0,438750.0,,109664.0,7.45376e-05,0.1,1.3938795 +1016.6,1026.614,0.038669776,1113.3988,7030000.0,6314.0,439375.0,,109824.0,7.42816e-05,0.1,1.1852448 +999.8,1026.756,0.0837977,1113.3955,7040000.0,6323.0,440000.0,,109984.0,7.40256e-05,0.1,1.2398901 +992.6,1026.847,0.08699667,1113.744,7050000.0,6330.0,440625.0,,110144.0,7.37696e-05,0.1,1.1940064 +1020.7,1027.232,0.07501463,1113.916,7060000.0,6338.0,441250.0,,110304.0,7.35136e-05,0.1,1.344172 +1029.7,1027.7871,0.027257536,1114.2632,7070000.0,6345.0,441875.0,,110464.0,7.32576e-05,0.1,1.2738461 +1030.1,1028.0771,0.09805766,1114.4341,7080000.0,6353.0,442500.0,,110624.0,7.30016e-05,0.1,1.2153869 +1051.2,1028.3451,0.054296557,1114.7799,7090000.0,6360.0,443125.0,,110752.0,7.27968e-05,0.1,1.1787567 +1102.5,1028.93,0.08777101,1115.1249,7100000.0,6367.0,443750.0,,110912.0,7.25408e-05,0.1,1.2300689 +1111.0,1029.621,0.07513964,1115.2941,7110000.0,6375.0,444375.0,,111072.0,7.22848e-05,0.1,1.1973346 +1095.5,1030.211,0.14626873,1115.6377,7120000.0,6382.0,445000.0,,111232.0,7.20288e-05,0.1,1.1851505 +1083.1,1030.865,0.12140308,1115.8059,7130000.0,6390.0,445625.0,,111392.0,7.17728e-05,0.1,1.1518464 +1082.0,1031.483,0.1805614,1115.9738,7140000.0,6398.0,446250.0,,111552.0,7.15168e-05,0.1,1.3111324 +1049.4,1031.9409,0.03958423,1116.1411,7150000.0,6406.0,446875.0,,111712.0,7.12608e-05,0.1,1.2699203 +1021.2,1031.98,0.09491892,1116.3081,7160000.0,6414.0,447500.0,,111872.0,7.10048e-05,0.1,1.2825652 +997.4,1032.055,0.05660368,1116.6484,7170000.0,6421.0,448125.0,,112000.0,7.08e-05,0.1,1.1294861 +996.0,1032.3491,0.07365425,1116.8145,7180000.0,6429.0,448750.0,,112160.0,7.0544e-05,0.1,1.1702529 +994.9,1032.511,0.022367109,1116.98,7190000.0,6437.0,449375.0,,112320.0,7.0288e-05,0.1,1.1420507 +963.4,1032.085,0.118556716,1117.145,7200000.0,6445.0,450000.0,,112480.0,7.0032e-05,0.1,1.2588754 +969.7,1031.684,0.03119728,1117.4829,7210000.0,6452.0,450625.0,,112640.0,6.9776e-05,0.1,1.3031037 +994.7,1031.418,0.07312529,1117.8201,7220000.0,6459.0,451250.0,,112800.0,6.952e-05,0.1,1.2560065 +997.1,1031.2981,0.0502552,1117.8108,7230000.0,6468.0,451875.0,,112960.0,6.9264e-05,0.1,1.0636334 +997.3,1030.973,0.08426985,1118.1467,7240000.0,6475.0,452500.0,,113120.0,6.9008e-05,0.1,1.4052145 +1031.0,1030.71,0.014439239,1118.3094,7250000.0,6483.0,453125.0,,113280.0,6.8752e-05,0.1,1.2998338 +1022.8,1030.372,0.15933952,1118.644,7260000.0,6490.0,453750.0,,113408.0,6.85472e-05,0.1,1.3894024 +1026.5,1029.9509,0.0800812,1118.8058,7270000.0,6498.0,454375.0,,113568.0,6.82912e-05,0.1,1.2507 +1008.7,1029.527,0.08975348,1118.9672,7280000.0,6506.0,455000.0,,113728.0,6.80352e-05,0.1,1.2419145 +1017.3,1029.499,0.12201144,1119.2998,7290000.0,6513.0,455625.0,,113888.0,6.77792e-05,0.1,1.2447872 +1006.1,1029.312,0.080325976,1119.4602,7300000.0,6521.0,456250.0,,114048.0,6.75232e-05,0.1,1.2217326 +1000.2,1029.196,0.1005418,1119.6201,7310000.0,6529.0,456875.0,,114208.0,6.72672e-05,0.1,1.3730446 +999.5,1029.396,0.0879438,1119.7797,7320000.0,6537.0,457500.0,,114368.0,6.70112e-05,0.1,1.2658881 +1002.1,1029.6691,0.15707855,1120.11,7330000.0,6544.0,458125.0,,114528.0,6.67552e-05,0.1,1.3631456 +1027.0,1029.9121,0.12560542,1120.2687,7340000.0,6552.0,458750.0,,114656.0,6.65504e-05,0.1,1.3950503 +1022.3,1029.959,0.075057216,1120.4269,7350000.0,6560.0,459375.0,,114816.0,6.62944e-05,0.1,1.2967219 +1030.8,1030.1399,0.076277055,1120.5846,7360000.0,6568.0,460000.0,,114976.0,6.60384e-05,0.1,1.2741878 +1032.7,1030.0739,0.08349833,1120.7421,7370000.0,6576.0,460625.0,,115136.0,6.57824e-05,0.1,1.3961822 +1023.7,1029.619,0.099724256,1121.0695,7380000.0,6583.0,461250.0,,115296.0,6.55264e-05,0.1,1.3346634 +1006.8,1029.0,0.09526724,1121.226,7390000.0,6591.0,461875.0,,115456.0,6.52704e-05,0.1,1.2235417 +999.7,1028.5181,0.08121336,1121.552,7400000.0,6598.0,462500.0,,115616.0,6.50144e-05,0.1,1.3093507 +1008.7,1028.2661,0.06780142,1121.7075,7410000.0,6606.0,463125.0,,115776.0,6.47584e-05,0.1,1.3599639 +1041.2,1028.3911,0.04913608,1121.8627,7420000.0,6614.0,463750.0,,115936.0,6.45024e-05,0.1,1.2762814 +1041.8,1028.3961,0.070586696,1122.187,7430000.0,6621.0,464375.0,,116064.0,6.42976e-05,0.1,1.2864659 +1041.3,1028.963,0.023663856,1122.5106,7440000.0,6628.0,465000.0,,116224.0,6.40416e-05,0.1,1.1776583 +1033.2,1029.275,0.08377098,1122.6643,7450000.0,6636.0,465625.0,,116384.0,6.37856e-05,0.1,1.2629105 +1031.8,1029.347,0.07442517,1122.8176,7460000.0,6644.0,466250.0,,116544.0,6.35296e-05,0.1,1.2961719 +1033.7,1029.468,0.02815259,1123.1394,7470000.0,6651.0,466875.0,,116704.0,6.32736e-05,0.1,1.165737 +1008.0,1029.239,0.0090518985,1123.4604,7480000.0,6658.0,467500.0,,116864.0,6.30176e-05,0.1,1.4166343 +986.1,1028.607,0.1778891,1123.6123,7490000.0,6666.0,468125.0,,117024.0,6.27616e-05,0.1,1.2184001 +974.6,1027.8931,0.080036804,1123.9323,7500000.0,6673.0,468750.0,,117184.0,6.25056e-05,0.1,1.383729 +982.7,1027.3632,0.087683335,1124.0833,7510000.0,6681.0,469375.0,,117312.0,6.23008e-05,0.1,1.1410165 +1007.4,1027.233,0.09434019,1124.2338,7520000.0,6689.0,470000.0,,117472.0,6.20448e-05,0.1,1.2386632 +1014.7,1027.175,0.115214884,1124.384,7530000.0,6697.0,470625.0,,117632.0,6.17888e-05,0.1,1.3032885 +1018.9,1027.0741,0.1207133,1124.7017,7540000.0,6704.0,471250.0,,117792.0,6.15328e-05,0.1,1.3083448 +1012.4,1026.959,0.08224937,1124.851,7550000.0,6712.0,471875.0,,117952.0,6.12768e-05,0.1,1.2753441 +1003.7,1026.899,0.12654123,1125.1675,7560000.0,6719.0,472500.0,,118112.0,6.10208e-05,0.1,1.253163 +1030.8,1027.14,0.09288144,1125.3159,7570000.0,6727.0,473125.0,,118272.0,6.07648e-05,0.1,1.2679793 +1026.9,1027.2689,0.08514003,1125.6311,7580000.0,6734.0,473750.0,,118432.0,6.05088e-05,0.1,1.2214093 +1009.7,1027.231,0.119648576,1125.7787,7590000.0,6742.0,474375.0,,118592.0,6.02528e-05,0.1,1.3140545 +1025.7,1027.473,0.09707398,1126.0928,7600000.0,6749.0,475000.0,,118720.0,6.0048e-05,0.1,1.2032117 +1042.3,1027.957,0.119999506,1126.2395,7610000.0,6757.0,475625.0,,118880.0,5.9792e-05,0.1,1.211369 +1042.6,1028.35,0.13401066,1126.3859,7620000.0,6765.0,476250.0,,119040.0,5.9536e-05,0.1,1.3265338 +1073.0,1029.049,0.10305076,1126.5319,7630000.0,6773.0,476875.0,,119200.0,5.928e-05,0.1,1.3404627 +1057.9,1029.708,0.11543414,1126.5114,7640000.0,6782.0,477500.0,,119360.0,5.9024e-05,0.1,1.2116286 +1054.2,1029.998,0.08827107,1126.8228,7650000.0,6789.0,478125.0,,119520.0,5.8768e-05,0.1,1.2347867 +1059.2,1030.191,0.055330195,1126.802,7660000.0,6798.0,478750.0,,119680.0,5.8512e-05,0.1,1.3713498 +1050.0,1030.384,0.06052511,1126.9468,7670000.0,6806.0,479375.0,,119840.0,5.8256e-05,0.1,1.2397242 +1060.8,1030.3091,0.12771495,1127.2567,7680000.0,6813.0,480000.0,,120000.0,5.8e-05,0.1,1.2600965 +1054.8,1030.189,0.064479806,1127.566,7690000.0,6820.0,480625.0,,120128.0,5.77952e-05,0.1,1.1705567 +1034.2,1029.76,0.030502321,1127.8746,7700000.0,6827.0,481250.0,,120288.0,5.75392e-05,0.1,1.2395902 +1027.8,1029.3469,0.09039388,1127.8525,7710000.0,6836.0,481875.0,,120448.0,5.72832e-05,0.1,1.2098628 +1054.8,1029.175,0.07552148,1127.9954,7720000.0,6844.0,482500.0,,120608.0,5.70272e-05,0.1,1.3290446 +1065.8,1029.247,0.10161805,1128.3025,7730000.0,6851.0,483125.0,,120768.0,5.67712e-05,0.1,1.3422375 +1066.7,1029.208,0.13513844,1128.4443,7740000.0,6859.0,483750.0,,120928.0,5.65152e-05,0.1,1.3516479 +1043.4,1029.266,0.15676124,1128.5859,7750000.0,6867.0,484375.0,,121088.0,5.62592e-05,0.1,1.3655224 +1055.7,1029.361,0.1485371,1128.5631,7760000.0,6876.0,485000.0,,121248.0,5.60032e-05,0.1,1.355057 +1059.4,1029.4161,0.1714617,1128.8683,7770000.0,6883.0,485625.0,,121376.0,5.57984e-05,0.1,1.3637753 +1043.5,1029.4879,0.065327086,1129.0089,7780000.0,6891.0,486250.0,,121536.0,5.55424e-05,0.1,1.2695595 +1034.4,1029.514,0.07717348,1129.1492,7790000.0,6899.0,486875.0,,121696.0,5.52864e-05,0.1,1.3346937 +1022.7,1029.3461,0.11818112,1129.4526,7800000.0,6906.0,487500.0,,121856.0,5.50304e-05,0.1,1.3110507 +991.6,1028.826,0.12920819,1129.5922,7810000.0,6914.0,488125.0,,122016.0,5.47744e-05,0.1,1.338293 +1002.1,1028.551,0.14115196,1129.7313,7820000.0,6922.0,488750.0,,122176.0,5.45184e-05,0.1,1.2928009 +1007.4,1028.2731,0.0752162,1130.0332,7830000.0,6929.0,489375.0,,122336.0,5.42624e-05,0.1,1.2509294 +1004.8,1027.895,0.15360612,1130.0087,7840000.0,6938.0,490000.0,,122496.0,5.40064e-05,0.1,1.2891815 +1011.0,1027.766,0.06916173,1130.3096,7850000.0,6945.0,490625.0,,122656.0,5.37504e-05,0.1,1.332304 +1015.2,1027.4869,0.06899753,1130.4473,7860000.0,6953.0,491250.0,,122784.0,5.35456e-05,0.1,1.230689 +998.8,1027.0309,0.10082488,1130.5847,7870000.0,6961.0,491875.0,,122944.0,5.32896e-05,0.1,1.2945431 +989.7,1026.567,0.1715601,1130.7218,7880000.0,6969.0,492500.0,,123104.0,5.30336e-05,0.1,1.3177449 +983.7,1026.104,0.06636167,1130.6965,7890000.0,6978.0,493125.0,,123264.0,5.27776e-05,0.1,1.3823094 +974.3,1025.4541,0.08507302,1130.8331,7900000.0,6986.0,493750.0,,123424.0,5.25216e-05,0.1,1.2184274 +953.3,1024.5659,0.061527506,1130.9694,7910000.0,6994.0,494375.0,,123584.0,5.22656e-05,0.1,1.255506 +937.8,1023.534,0.13736957,1131.267,7920000.0,7001.0,495000.0,,123744.0,5.20096e-05,0.1,1.1338173 +931.3,1022.42487,0.14688839,1131.4025,7930000.0,7009.0,495625.0,,123904.0,5.17536e-05,0.1,1.3637958 +959.7,1021.5439,0.09631972,1131.5377,7940000.0,7017.0,496250.0,,124032.0,5.15488e-05,0.1,1.351474 +952.2,1020.665,0.062101353,1131.8337,7950000.0,7024.0,496875.0,,124192.0,5.12928e-05,0.1,1.2920856 +971.0,1020.1661,0.14203529,1131.9681,7960000.0,7032.0,497500.0,,124352.0,5.10368e-05,0.1,1.2776046 +983.7,1019.7361,0.06873112,1131.9415,7970000.0,7041.0,498125.0,,124512.0,5.07808e-05,0.1,1.348953 +975.4,1019.2151,0.13766333,1132.0754,7980000.0,7049.0,498750.0,,124672.0,5.05248e-05,0.1,1.2408966 +989.8,1018.894,0.08494607,1132.3696,7990000.0,7056.0,499375.0,,124832.0,5.02688e-05,0.1,1.3572798 +991.8,1018.75195,0.1525946,1132.5028,8000000.0,7064.0,500000.0,,124992.0,5.00128e-05,0.1,1.3368797 +996.2,1018.43695,0.07309727,1132.4756,8010000.0,7073.0,500625.0,,125152.0,4.97568e-05,0.1,1.1245854 +976.6,1017.87,0.051261388,1132.7683,8020000.0,7080.0,501250.0,,125312.0,4.95008e-05,0.1,1.1475482 +966.9,1017.373,0.10847486,1133.0605,8030000.0,7087.0,501875.0,,125440.0,4.9296e-05,0.1,1.1515326 +987.0,1017.245,0.1336467,1133.3522,8040000.0,7094.0,502500.0,,125600.0,4.904e-05,0.1,1.1827863 +987.4,1017.19305,0.07313459,1133.4835,8050000.0,7102.0,503125.0,,125760.0,4.8784e-05,0.1,1.108082 +984.1,1016.82697,0.065084554,1133.774,8060000.0,7109.0,503750.0,,125920.0,4.8528e-05,0.1,1.1475242 +976.3,1016.29297,0.13530304,1133.9048,8070000.0,7117.0,504375.0,,126080.0,4.8272e-05,0.1,1.2704527 +981.1,1015.80304,0.122442074,1134.035,8080000.0,7125.0,505000.0,,126240.0,4.8016e-05,0.1,1.2926652 +983.1,1015.122,0.14661682,1134.3242,8090000.0,7132.0,505625.0,,126400.0,4.776e-05,0.1,1.3195451 +995.0,1014.04706,0.1353475,1134.2949,8100000.0,7141.0,506250.0,,126560.0,4.7504e-05,0.1,1.2837609 +1000.4,1012.94104,0.04482645,1134.7418,8110000.0,7147.0,506875.0,,126688.0,4.72992e-05,0.1,1.166141 +1020.2,1012.18805,0.08485391,1134.8707,8120000.0,7155.0,507500.0,,126848.0,4.70432e-05,0.1,1.3653207 +1014.0,1011.497,0.15624274,1135.1578,8130000.0,7162.0,508125.0,,127008.0,4.67872e-05,0.1,1.2888997 +1025.5,1010.932,0.22452956,1135.2859,8140000.0,7170.0,508750.0,,127168.0,4.65312e-05,0.1,1.24618 +1033.9,1010.77704,0.073885664,1135.4138,8150000.0,7178.0,509375.0,,127328.0,4.62752e-05,0.1,1.3664637 +994.2,1010.507,0.060353804,1135.5414,8160000.0,7186.0,510000.0,,127488.0,4.60192e-05,0.1,1.2269334 +997.4,1010.507,0.10763936,1135.6686,8170000.0,7194.0,510625.0,,127648.0,4.57632e-05,0.1,1.2121277 +972.3,1010.27,0.06498778,1135.7957,8180000.0,7202.0,511250.0,,127808.0,4.55072e-05,0.1,1.3370106 +974.2,1010.06305,0.124186024,1135.9224,8190000.0,7210.0,511875.0,,127968.0,4.52512e-05,0.1,1.2831174 +964.7,1010.076,0.05726178,1136.0487,8200000.0,7218.0,512500.0,,128096.0,4.50464e-05,0.1,1.2769964 +957.1,1009.9501,0.11541444,1136.3322,8210000.0,7225.0,513125.0,,128256.0,4.47904e-05,0.1,1.3787547 +958.4,1009.58704,0.15181275,1136.4579,8220000.0,7233.0,513750.0,,128416.0,4.45344e-05,0.1,1.4568052 +975.6,1009.372,0.07517228,1136.7404,8230000.0,7240.0,514375.0,,128576.0,4.42784e-05,0.1,1.2100034 +966.4,1009.06305,0.094343215,1137.0222,8240000.0,7247.0,515000.0,,128736.0,4.40224e-05,0.1,1.4025016 +964.5,1008.39795,0.08997642,1137.1469,8250000.0,7255.0,515625.0,,128896.0,4.37664e-05,0.1,1.3156015 +954.6,1007.716,0.0930586,1137.4277,8260000.0,7262.0,516250.0,,129056.0,4.35104e-05,0.1,1.1682944 +955.5,1007.0059,0.12887956,1137.7081,8270000.0,7269.0,516875.0,,129216.0,4.32544e-05,0.1,1.4042718 +979.8,1006.71704,0.029607847,1137.9879,8280000.0,7276.0,517500.0,,129344.0,4.30496e-05,0.1,1.2403333 +969.1,1006.235,0.097616516,1138.111,8290000.0,7284.0,518125.0,,129504.0,4.27936e-05,0.1,1.2512724 +949.3,1005.66693,0.09996071,1138.3898,8300000.0,7291.0,518750.0,,129664.0,4.25376e-05,0.1,1.2042267 +981.0,1005.4749,0.10566513,1138.5121,8310000.0,7299.0,519375.0,,129824.0,4.22816e-05,0.1,1.2181466 +984.0,1005.32,0.065988496,1138.79,8320000.0,7306.0,520000.0,,129984.0,4.20256e-05,0.1,1.1597676 +987.9,1005.1779,0.040328834,1138.9116,8330000.0,7314.0,520625.0,,130144.0,4.17696e-05,0.1,1.1867645 +1000.9,1004.91693,0.020512348,1139.0331,8340000.0,7322.0,521250.0,,130304.0,4.15136e-05,0.1,1.1788619 +1003.5,1004.7289,0.0854447,1139.1542,8350000.0,7330.0,521875.0,,130464.0,4.12576e-05,0.1,1.1151263 +1012.8,1004.5489,0.11733703,1139.275,8360000.0,7338.0,522500.0,,130624.0,4.10016e-05,0.1,1.1345607 +1019.9,1004.42096,0.09772512,1139.5507,8370000.0,7345.0,523125.0,,130752.0,4.07968e-05,0.1,1.2521739 +1031.2,1004.49603,0.08478774,1139.8259,8380000.0,7352.0,523750.0,,130912.0,4.05408e-05,0.1,1.2056217 +1035.5,1004.783,0.09363994,1140.1006,8390000.0,7359.0,524375.0,,131072.0,4.02848e-05,0.1,1.2534162 +1051.1,1005.29706,0.09543114,1140.3746,8400000.0,7366.0,525000.0,,131232.0,4.00288e-05,0.1,1.3027236 +1035.3,1005.56305,0.09127653,1140.6483,8410000.0,7373.0,525625.0,,131392.0,3.97728e-05,0.1,1.2496358 +1010.2,1005.25305,0.118981756,1140.7668,8420000.0,7381.0,526250.0,,131552.0,3.95168e-05,0.1,1.3496032 +1014.6,1004.9811,0.06806587,1141.0396,8430000.0,7388.0,526875.0,,131712.0,3.92608e-05,0.1,1.2193505 +1037.3,1004.94104,0.05331079,1141.1573,8440000.0,7396.0,527500.0,,131872.0,3.90048e-05,0.1,1.314208 +1004.4,1004.6531,0.14134331,1141.4292,8450000.0,7403.0,528125.0,,132000.0,3.88e-05,0.1,1.2160451 +991.1,1004.24603,0.06483424,1141.5464,8460000.0,7411.0,528750.0,,132160.0,3.8544e-05,0.1,1.2612027 +984.6,1003.755,0.06161452,1141.8173,8470000.0,7418.0,529375.0,,132320.0,3.8288e-05,0.1,1.229367 +989.1,1003.56604,0.058778197,1142.0875,8480000.0,7425.0,530000.0,,132480.0,3.8032e-05,0.1,1.2562003 +991.8,1003.62305,0.09520685,1142.2037,8490000.0,7433.0,530625.0,,132640.0,3.7776e-05,0.1,1.2299898 +998.8,1003.8649,0.13404268,1142.4731,8500000.0,7440.0,531250.0,,132800.0,3.752e-05,0.1,1.1407096 +981.0,1003.84796,0.08438186,1142.7421,8510000.0,7447.0,531875.0,,132960.0,3.7264e-05,0.1,1.1787217 +995.5,1003.7289,0.08117154,1142.8572,8520000.0,7455.0,532500.0,,133120.0,3.7008e-05,0.1,1.1991318 +998.0,1003.562,0.13664262,1143.1251,8530000.0,7462.0,533125.0,,133280.0,3.6752e-05,0.1,1.301841 +988.1,1003.25397,0.096445635,1143.3927,8540000.0,7469.0,533750.0,,133408.0,3.65472e-05,0.1,1.1653106 +995.5,1003.085,0.114712834,1143.6597,8550000.0,7476.0,534375.0,,133568.0,3.62912e-05,0.1,1.2395694 +996.1,1003.00903,0.10700578,1143.7734,8560000.0,7484.0,535000.0,,133728.0,3.60352e-05,0.1,1.2254547 +1013.3,1002.83405,0.107823305,1144.0396,8570000.0,7491.0,535625.0,,133888.0,3.57792e-05,0.1,1.3081737 +1041.3,1002.97797,0.1646111,1144.3052,8580000.0,7498.0,536250.0,,134048.0,3.55232e-05,0.1,1.5042248 +1048.7,1003.368,0.10054998,1144.4178,8590000.0,7506.0,536875.0,,134208.0,3.52672e-05,0.1,1.3162043 +1044.9,1003.55994,0.13765658,1144.5302,8600000.0,7514.0,537500.0,,134368.0,3.50112e-05,0.1,1.1812556 +1070.5,1003.842,0.054926254,1144.7946,8610000.0,7521.0,538125.0,,134528.0,3.47552e-05,0.1,1.2454293 +1064.6,1004.062,0.1702938,1145.0585,8620000.0,7528.0,538750.0,,134656.0,3.45504e-05,0.1,1.2730635 +1072.8,1004.06,0.07580843,1145.3218,8630000.0,7535.0,539375.0,,134816.0,3.42944e-05,0.1,1.1978118 +1040.9,1003.89,0.062075555,1145.4329,8640000.0,7543.0,540000.0,,134976.0,3.40384e-05,0.1,1.2578146 +1014.3,1003.49097,0.07592614,1145.5436,8650000.0,7551.0,540625.0,,135136.0,3.37824e-05,0.1,1.1585631 +1013.1,1003.0299,0.073736176,1145.6542,8660000.0,7559.0,541250.0,,135296.0,3.35264e-05,0.1,1.2034671 +1013.0,1002.66,0.097936235,1145.9159,8670000.0,7566.0,541875.0,,135456.0,3.32704e-05,0.1,1.2001623 +995.8,1002.01,0.11871892,1146.0259,8680000.0,7574.0,542500.0,,135616.0,3.30144e-05,0.1,1.2101102 +995.1,1001.41296,0.100548364,1146.2867,8690000.0,7581.0,543125.0,,135776.0,3.27584e-05,0.1,1.2758461 +989.8,1000.96893,0.19508639,1146.3961,8700000.0,7589.0,543750.0,,135936.0,3.25024e-05,0.1,1.2250395 +968.5,1000.3759,0.03773388,1146.6561,8710000.0,7596.0,544375.0,,136064.0,3.22976e-05,0.1,1.2295729 +976.5,999.593,0.10905224,1146.7649,8720000.0,7604.0,545000.0,,136224.0,3.20416e-05,0.1,1.2251273 +963.8,998.5729,0.07208466,1147.024,8730000.0,7611.0,545625.0,,136384.0,3.17856e-05,0.1,1.2787831 +961.1,997.51697,0.04860606,1147.1322,8740000.0,7619.0,546250.0,,136544.0,3.15296e-05,0.1,1.2742546 +965.2,996.735,0.10489486,1147.2401,8750000.0,7627.0,546875.0,,136704.0,3.12736e-05,0.1,1.225905 +997.4,996.15204,0.1241633,1147.498,8760000.0,7634.0,547500.0,,136864.0,3.10176e-05,0.1,1.2166315 +1004.5,995.60297,0.022784386,1147.6053,8770000.0,7642.0,548125.0,,137024.0,3.07616e-05,0.1,1.3210595 +1018.4,995.35205,0.048104074,1147.7124,8780000.0,7650.0,548750.0,,137184.0,3.05056e-05,0.1,1.0822437 +1018.4,995.19196,0.111765146,1147.9692,8790000.0,7657.0,549375.0,,137312.0,3.03008e-05,0.1,1.0995743 +1044.7,995.41205,0.101276465,1148.2255,8800000.0,7664.0,550000.0,,137472.0,3.00448e-05,0.1,1.2438344 +1055.4,996.0499,0.09672608,1148.1819,8810000.0,7673.0,550625.0,,137632.0,2.97888e-05,0.1,1.252454 +1050.0,996.529,0.09312079,1148.288,8820000.0,7681.0,551250.0,,137792.0,2.95328e-05,0.1,1.2471535 +1040.3,996.858,0.05688802,1148.5432,8830000.0,7688.0,551875.0,,137952.0,2.92768e-05,0.1,1.1746452 +1028.3,997.0929,0.112882026,1148.798,8840000.0,7695.0,552500.0,,138112.0,2.90208e-05,0.1,1.297682 +1020.7,997.18994,0.08580638,1148.9031,8850000.0,7703.0,553125.0,,138272.0,2.87648e-05,0.1,1.1832824 +1010.0,997.13794,0.071825616,1149.157,8860000.0,7710.0,553750.0,,138432.0,2.85088e-05,0.1,1.2942294 +985.3,997.003,0.062154077,1149.4104,8870000.0,7717.0,554375.0,,138592.0,2.82528e-05,0.1,1.0948827 +980.7,996.91296,0.05397427,1149.5145,8880000.0,7725.0,555000.0,,138720.0,2.8048e-05,0.1,1.2062945 +958.5,996.66095,0.024520222,1149.7672,8890000.0,7732.0,555625.0,,138880.0,2.7792e-05,0.1,1.1505356 +966.9,996.587,0.091074,1150.0194,8900000.0,7739.0,556250.0,,139040.0,2.7536e-05,0.1,1.2285829 +977.4,996.82794,0.11142586,1150.1227,8910000.0,7747.0,556875.0,,139200.0,2.728e-05,0.1,1.1324039 +982.9,997.279,0.15114874,1150.2257,8920000.0,7755.0,557500.0,,139360.0,2.7024e-05,0.1,1.0521287 +994.5,997.911,0.10770833,1150.4767,8930000.0,7762.0,558125.0,,139520.0,2.6768e-05,0.1,1.2277976 +999.3,998.30695,0.09411773,1150.7273,8940000.0,7769.0,558750.0,,139680.0,2.6512e-05,0.1,1.1925334 +1008.4,998.8689,0.098081596,1150.8293,8950000.0,7777.0,559375.0,,139840.0,2.6256e-05,0.1,1.3077812 +1015.7,999.31604,0.05479179,1151.0791,8960000.0,7784.0,560000.0,,140000.0,2.6e-05,0.1,1.1742224 +1027.0,999.74896,0.10521944,1151.3285,8970000.0,7791.0,560625.0,,140128.0,2.57952e-05,0.1,1.1385145 +1024.7,1000.2421,0.112260714,1151.4297,8980000.0,7799.0,561250.0,,140288.0,2.55392e-05,0.1,1.1879216 +1041.0,1000.7541,0.14465438,1151.5306,8990000.0,7807.0,561875.0,,140448.0,2.52832e-05,0.1,1.1835188 +1048.7,1001.3231,0.0050592097,1151.7788,9000000.0,7814.0,562500.0,,140608.0,2.50272e-05,0.1,1.1247941 +1040.4,1001.7651,0.09738228,1152.0266,9010000.0,7821.0,563125.0,,140768.0,2.47712e-05,0.1,1.1604445 +1074.7,1002.74603,0.12085044,1152.1267,9020000.0,7829.0,563750.0,,140928.0,2.45152e-05,0.1,1.1389614 +1058.3,1003.6601,0.042141326,1152.2266,9030000.0,7837.0,564375.0,,141088.0,2.42592e-05,0.1,1.1225579 +1014.4,1003.93396,0.03156309,1152.3263,9040000.0,7845.0,565000.0,,141248.0,2.40032e-05,0.1,1.1333857 +1013.2,1004.19214,0.10819828,1152.5726,9050000.0,7852.0,565625.0,,141376.0,2.37984e-05,0.1,1.1382935 +991.9,1004.27,0.13281173,1152.8185,9060000.0,7859.0,566250.0,,141536.0,2.35424e-05,0.1,1.3099284 +988.7,1004.39404,0.13176899,1152.9172,9070000.0,7867.0,566875.0,,141696.0,2.32864e-05,0.1,1.1352024 +984.0,1004.42303,0.13836306,1153.1624,9080000.0,7874.0,567500.0,,141856.0,2.30304e-05,0.1,1.1760402 +973.1,1004.32306,0.062153585,1153.407,9090000.0,7881.0,568125.0,,142016.0,2.27744e-05,0.1,1.0679616 +972.4,1004.09705,0.15142584,1153.3586,9100000.0,7890.0,568750.0,,142176.0,2.25184e-05,0.1,1.249437 +992.3,1004.016,0.040772893,1153.4565,9110000.0,7898.0,569375.0,,142336.0,2.22624e-05,0.1,1.1416931 +979.6,1003.61,0.121064715,1153.5543,9120000.0,7906.0,570000.0,,142496.0,2.20064e-05,0.1,1.1401662 +983.5,1003.305,0.10792869,1153.6517,9130000.0,7914.0,570625.0,,142656.0,2.17504e-05,0.1,1.0564011 +974.8,1002.79803,0.14832912,1154.0404,9140000.0,7920.0,571250.0,,142784.0,2.15456e-05,0.1,1.0952194 +988.7,1002.346,0.17063873,1154.1372,9150000.0,7928.0,571875.0,,142944.0,2.12896e-05,0.1,1.053132 +987.1,1002.275,0.07928234,1154.3793,9160000.0,7935.0,572500.0,,143104.0,2.10336e-05,0.1,1.1573278 +1000.0,1002.301,0.091697454,1154.4756,9170000.0,7943.0,573125.0,,143264.0,2.07776e-05,0.1,1.073288 +1017.4,1002.75214,0.11774573,1154.717,9180000.0,7950.0,573750.0,,143424.0,2.05216e-05,0.1,1.0910081 +1054.6,1003.556,0.10498102,1154.6677,9190000.0,7959.0,574375.0,,143584.0,2.02656e-05,0.1,1.2278486 +1061.0,1004.51904,0.10543887,1154.7634,9200000.0,7967.0,575000.0,,143744.0,2.00096e-05,0.1,1.3113674 +1058.4,1005.532,0.01690046,1154.8589,9210000.0,7975.0,575625.0,,143904.0,1.97536e-05,0.1,1.2380885 +1076.5,1006.7131,0.1102647,1154.9542,9220000.0,7983.0,576250.0,,144032.0,1.95488e-05,0.1,1.1461751 +1082.2,1007.779,0.14779203,1155.0494,9230000.0,7991.0,576875.0,,144192.0,1.92928e-05,0.1,1.1482487 +1086.6,1008.9811,0.111295804,1155.2888,9240000.0,7998.0,577500.0,,144352.0,1.90368e-05,0.1,1.1711905 +1072.0,1010.056,0.086572334,1155.3834,9250000.0,8006.0,578125.0,,144512.0,1.87808e-05,0.1,1.1610283 +1041.8,1010.92804,0.064719856,1155.6221,9260000.0,8013.0,578750.0,,144672.0,1.85248e-05,0.1,1.1375523 +1063.5,1012.008,0.10879151,1155.8604,9270000.0,8020.0,579375.0,,144832.0,1.82688e-05,0.1,1.2293434 +1057.4,1012.784,0.0941131,1155.9541,9280000.0,8028.0,580000.0,,144992.0,1.80128e-05,0.1,1.2054493 +1061.7,1013.7099,0.074186645,1156.1917,9290000.0,8035.0,580625.0,,145152.0,1.77568e-05,0.1,1.1819746 +1057.1,1014.78796,0.11701446,1156.2849,9300000.0,8043.0,581250.0,,145312.0,1.75008e-05,0.1,1.1728637 +1041.8,1015.39594,0.057798505,1156.5217,9310000.0,8050.0,581875.0,,145440.0,1.7296e-05,0.1,1.1626241 +1063.0,1016.18604,0.120704114,1156.758,9320000.0,8057.0,582500.0,,145600.0,1.704e-05,0.1,1.1686721 +1065.8,1016.9649,0.15146743,1156.8506,9330000.0,8065.0,583125.0,,145760.0,1.6784e-05,0.1,1.0995828 +1071.2,1017.66797,0.082348436,1157.0862,9340000.0,8072.0,583750.0,,145920.0,1.6528e-05,0.1,1.2467682 +1065.9,1018.29193,0.119002506,1157.1782,9350000.0,8080.0,584375.0,,146080.0,1.6272e-05,0.1,1.1538036 +1063.7,1018.80096,0.10364136,1157.4131,9360000.0,8087.0,585000.0,,146240.0,1.6016e-05,0.1,1.1894716 +1050.4,1019.106,0.17086296,1157.5046,9370000.0,8095.0,585625.0,,146400.0,1.576e-05,0.1,1.2410395 +1063.9,1019.433,0.11979195,1157.7388,9380000.0,8102.0,586250.0,,146560.0,1.5504e-05,0.1,1.2202611 +1044.9,1019.527,0.122184865,1157.9727,9390000.0,8109.0,586875.0,,146688.0,1.52992e-05,0.1,1.1442077 +1022.1,1019.23694,0.10339786,1158.0634,9400000.0,8117.0,587500.0,,146848.0,1.50432e-05,0.1,1.0721092 +1042.7,1019.31104,0.114330344,1158.1538,9410000.0,8125.0,588125.0,,147008.0,1.47872e-05,0.1,1.2003816 +1047.7,1019.6861,0.0393827,1158.3866,9420000.0,8132.0,588750.0,,147168.0,1.45312e-05,0.1,1.1605879 +1067.8,1020.218,0.05420444,1158.619,9430000.0,8139.0,589375.0,,147328.0,1.42752e-05,0.1,1.1779237 +1065.0,1020.49506,0.079951495,1158.7087,9440000.0,8147.0,590000.0,,147488.0,1.40192e-05,0.1,1.2585163 +1048.3,1020.93396,0.06744859,1158.9404,9450000.0,8154.0,590625.0,,147648.0,1.37632e-05,0.1,1.0866089 +1023.1,1021.25397,0.030057156,1159.1716,9460000.0,8161.0,591250.0,,147808.0,1.35072e-05,0.1,1.14527 +1015.5,1021.563,0.09800847,1159.2606,9470000.0,8169.0,591875.0,,147968.0,1.32512e-05,0.1,1.2804792 +983.3,1021.50494,0.123728916,1159.633,9480000.0,8175.0,592500.0,,148096.0,1.30464e-05,0.1,0.97493154 +990.5,1021.49194,0.096107475,1159.7213,9490000.0,8183.0,593125.0,,148256.0,1.27904e-05,0.1,1.1014935 +996.7,1021.47095,0.15739153,1159.9512,9500000.0,8190.0,593750.0,,148416.0,1.25344e-05,0.1,1.0339453 +1009.2,1021.753,0.24273236,1160.0391,9510000.0,8198.0,594375.0,,148576.0,1.22784e-05,0.1,1.2072073 +1032.6,1022.1241,0.091029115,1160.1267,9520000.0,8206.0,595000.0,,148736.0,1.20224e-05,0.1,1.2124791 +1059.1,1022.735,0.15867235,1160.3556,9530000.0,8213.0,595625.0,,148896.0,1.17664e-05,0.1,1.0994645 +1058.0,1023.4341,0.14945532,1160.4427,9540000.0,8221.0,596250.0,,149056.0,1.15104e-05,0.1,1.1542768 +1062.0,1024.099,0.13930638,1160.5298,9550000.0,8229.0,596875.0,,149216.0,1.12544e-05,0.1,1.1453545 +1051.0,1024.6481,0.030958252,1160.7577,9560000.0,8236.0,597500.0,,149344.0,1.10496e-05,0.1,1.1604764 +1029.3,1024.808,0.055105045,1160.8442,9570000.0,8244.0,598125.0,,149504.0,1.07936e-05,0.1,1.2596786 +1037.8,1024.773,0.091909915,1161.0714,9580000.0,8251.0,598750.0,,149664.0,1.05376e-05,0.1,1.0603404 +1026.4,1024.5499,0.076810315,1161.1575,9590000.0,8259.0,599375.0,,149824.0,1.02816e-05,0.1,1.1763703 +1025.7,1024.3579,0.10363798,1161.384,9600000.0,8266.0,600000.0,,149984.0,1.00256e-05,0.1,1.1416575 +1023.6,1023.88904,0.0866349,1161.3293,9610000.0,8275.0,600625.0,,150144.0,9.7696e-06,0.1,1.0560756 +1029.3,1023.53595,0.14686735,1161.4149,9620000.0,8283.0,601250.0,,150304.0,9.5136e-06,0.1,1.1408751 +1029.5,1023.103,0.092203096,1161.5004,9630000.0,8291.0,601875.0,,150464.0,9.2576e-06,0.1,1.1998496 +1023.7,1022.931,0.19913302,1161.5857,9640000.0,8299.0,602500.0,,150624.0,9.0016e-06,0.1,1.0668893 +1017.8,1022.96594,0.106303655,1161.8108,9650000.0,8306.0,603125.0,,150752.0,8.7968e-06,0.1,1.2876365 +1012.5,1022.96,0.15086403,1161.8956,9660000.0,8314.0,603750.0,,150912.0,8.5408e-06,0.1,1.2059152 +1017.3,1023.003,0.07794069,1162.12,9670000.0,8321.0,604375.0,,151072.0,8.2848e-06,0.1,1.2713845 +1018.3,1023.22797,0.09569517,1162.2043,9680000.0,8329.0,605000.0,,151232.0,8.0288e-06,0.1,1.1559303 +1022.6,1023.50287,0.03400527,1162.428,9690000.0,8336.0,605625.0,,151392.0,7.7728e-06,0.1,1.118298 +1006.0,1023.6649,0.044373475,1162.6514,9700000.0,8343.0,606250.0,,151552.0,7.5168e-06,0.1,1.1679548 +1016.4,1024.1439,0.09950857,1162.8743,9710000.0,8350.0,606875.0,,151712.0,7.2608e-06,0.1,1.2499464 +1027.5,1024.6539,0.10442954,1163.0968,9720000.0,8357.0,607500.0,,151872.0,7.0048e-06,0.1,1.1157794 +1025.8,1025.2739,0.12605706,1163.319,9730000.0,8364.0,608125.0,,152000.0,6.8e-06,0.1,1.1762875 +1020.4,1025.8668,0.1380619,1163.5408,9740000.0,8371.0,608750.0,,152160.0,6.544e-06,0.1,1.184351 +1029.8,1026.513,0.1495025,1163.6233,9750000.0,8379.0,609375.0,,152320.0,6.288e-06,0.1,1.2865931 +1014.0,1026.679,0.121937625,1163.8445,9760000.0,8386.0,610000.0,,152480.0,6.032e-06,0.1,1.2487537 +1001.9,1026.6528,0.13797426,1163.9266,9770000.0,8394.0,610625.0,,152640.0,5.776e-06,0.1,1.2424225 +994.0,1026.4089,0.14706074,1164.0085,9780000.0,8402.0,611250.0,,152800.0,5.52e-06,0.1,1.1488075 +992.8,1026.1528,0.1579556,1164.0903,9790000.0,8410.0,611875.0,,152960.0,5.264e-06,0.1,1.2560915 +1001.3,1025.7189,0.13641453,1164.172,9800000.0,8418.0,612500.0,,153120.0,5.008e-06,0.1,1.1793131 +994.6,1025.111,0.17634416,1164.3917,9810000.0,8425.0,613125.0,,153280.0,4.752e-06,0.1,1.2395651 +994.7,1024.558,0.081775784,1164.611,9820000.0,8432.0,613750.0,,153408.0,4.5472e-06,0.1,1.3078489 +1011.5,1024.27,0.09872188,1164.83,9830000.0,8439.0,614375.0,,153568.0,4.2912e-06,0.1,1.270688 +1016.9,1024.156,0.122184664,1164.9106,9840000.0,8447.0,615000.0,,153728.0,4.0352e-06,0.1,1.2190006 +1019.4,1024.143,0.10043785,1164.9911,9850000.0,8455.0,615625.0,,153888.0,3.7792e-06,0.1,1.1443331 +1013.4,1024.177,0.07972468,1165.2092,9860000.0,8462.0,616250.0,,154048.0,3.5232e-06,0.1,1.3803146 +1014.5,1024.469,0.055061452,1165.2893,9870000.0,8470.0,616875.0,,154208.0,3.2672e-06,0.1,1.2866685 +1011.7,1024.7789,0.03223804,1165.5067,9880000.0,8477.0,617500.0,,154368.0,3.0112e-06,0.1,1.1669778 +1007.1,1025.265,0.07330632,1165.5863,9890000.0,8485.0,618125.0,,154528.0,2.7552e-06,0.1,1.1537974 +1013.0,1025.7261,0.12998688,1165.8031,9900000.0,8492.0,618750.0,,154656.0,2.5504e-06,0.1,1.1094615 +1030.5,1026.2571,0.053373687,1165.8823,9910000.0,8500.0,619375.0,,154816.0,2.2944e-06,0.1,1.0988687 +1038.9,1026.817,0.14689988,1166.0985,9920000.0,8507.0,620000.0,,154976.0,2.0384e-06,0.1,1.0938389 +1046.1,1027.333,0.096526384,1166.3143,9930000.0,8514.0,620625.0,,155136.0,1.7824e-06,0.1,1.1618145 +1051.3,1027.853,0.10285691,1166.5298,9940000.0,8521.0,621250.0,,155296.0,1.5264e-06,0.1,1.16413 +1066.2,1028.4309,0.08712186,1166.8817,9950000.0,8527.0,621875.0,,155456.0,1.2704e-06,0.1,1.1592646 +1076.2,1029.036,0.15411352,1167.0963,9960000.0,8534.0,622500.0,,155616.0,1.0144e-06,0.1,1.2318456 +1094.0,1029.706,0.099337384,1167.4473,9970000.0,8540.0,623125.0,,155776.0,7.584e-07,0.1,1.1550248 +1083.0,1030.2891,0.10606812,1167.7979,9980000.0,8546.0,623750.0,,155936.0,5.024e-07,0.1,1.1961515 +1106.8,1030.947,0.10744805,1168.1478,9990000.0,8552.0,624375.0,,156064.0,2.976e-07,0.1,1.1373639 +1111.5,1031.575,0.08981238,1168.4973,10000000.0,8558.0,625000.0,,156224.0,4.16e-08,0.1,1.1499016 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_eval.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8701b9ff34885d2f1e096bfa0f54daeeb0b17b --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1031.574951171875, + "strength": 771.329345703125, + "max_strength": 1120.800048828125, + "final_strength": 916.0, + "sample_efficiency": 3.093192333381012e-07, + "training_efficiency": 1.9772965970332734e-05, + "stability": 0.99357008934021 + }, + "local": { + "mean_returns": [ + 165.0, + 195.88235473632812, + 221.1764678955078, + 224.7916717529297, + 233.5, + 239.87013244628906, + 249.3406524658203, + 276.0, + 290.3999938964844, + 305.6000061035156, + 317.29998779296875, + 335.6000061035156, + 353.29998779296875, + 356.8999938964844, + 376.5, + 409.20001220703125, + 417.1000061035156, + 434.79998779296875, + 454.70001220703125, + 464.20001220703125, + 460.6000061035156, + 450.5, + 455.8999938964844, + 462.70001220703125, + 466.8999938964844, + 474.1000061035156, + 480.1000061035156, + 485.79998779296875, + 498.20001220703125, + 501.20001220703125, + 501.79998779296875, + 501.20001220703125, + 511.20001220703125, + 510.8999938964844, + 505.6000061035156, + 505.3999938964844, + 508.1000061035156, + 510.8999938964844, + 509.79998779296875, + 508.70001220703125, + 519.7999877929688, + 518.5, + 531.2999877929688, + 529.4000244140625, + 535.2000122070312, + 545.5999755859375, + 538.9000244140625, + 544.7000122070312, + 534.9000244140625, + 541.7000122070312, + 544.0999755859375, + 539.5, + 544.0999755859375, + 536.7000122070312, + 533.7000122070312, + 534.9000244140625, + 538.2999877929688, + 541.7000122070312, + 544.9000244140625, + 550.7000122070312, + 552.9000244140625, + 552.7000122070312, + 560.4000244140625, + 567.7000122070312, + 572.9000244140625, + 589.2000122070312, + 609.9000244140625, + 616.7999877929688, + 616.7999877929688, + 617.0999755859375, + 612.2999877929688, + 595.0, + 587.0999755859375, + 577.7000122070312, + 576.5, + 581.4000244140625, + 586.5999755859375, + 594.2999877929688, + 589.5, + 594.2999877929688, + 596.2999877929688, + 601.2999877929688, + 590.2000122070312, + 593.0999755859375, + 593.7999877929688, + 596.4000244140625, + 599.2000122070312, + 599.2000122070312, + 612.0, + 613.7999877929688, + 614.5999755859375, + 616.7000122070312, + 610.0, + 603.2999877929688, + 605.5999755859375, + 598.5999755859375, + 591.9000244140625, + 589.2000122070312, + 593.4000244140625, + 590.0, + 589.2999877929688, + 608.7999877929688, + 613.0, + 618.0, + 627.5, + 631.2999877929688, + 615.0, + 617.7999877929688, + 611.2999877929688, + 604.2000122070312, + 606.4000244140625, + 611.2999877929688, + 614.7000122070312, + 614.5, + 619.2000122070312, + 608.5, + 605.9000244140625, + 603.2000122070312, + 607.0, + 612.7000122070312, + 625.9000244140625, + 628.0, + 640.2999877929688, + 645.4000244140625, + 642.5, + 640.0999755859375, + 643.5999755859375, + 644.5, + 640.9000244140625, + 639.0999755859375, + 638.2000122070312, + 635.9000244140625, + 635.0, + 632.2999877929688, + 625.2000122070312, + 621.7000122070312, + 629.5, + 628.7000122070312, + 632.0999755859375, + 632.5999755859375, + 639.7999877929688, + 641.2999877929688, + 638.2999877929688, + 642.7000122070312, + 633.5, + 641.5, + 638.2000122070312, + 635.2999877929688, + 634.0, + 636.5, + 643.9000244140625, + 642.2000122070312, + 641.7000122070312, + 639.9000244140625, + 637.5, + 636.2999877929688, + 626.0999755859375, + 638.2000122070312, + 642.0, + 648.7000122070312, + 653.7999877929688, + 656.5, + 680.0, + 688.0, + 687.0999755859375, + 680.5, + 676.0, + 675.0999755859375, + 655.2999877929688, + 651.7999877929688, + 647.5, + 650.7000122070312, + 657.0999755859375, + 660.9000244140625, + 671.5999755859375, + 677.7999877929688, + 677.5999755859375, + 676.9000244140625, + 676.7999877929688, + 673.9000244140625, + 679.0, + 682.0, + 690.5999755859375, + 688.2999877929688, + 694.0, + 693.0, + 686.0, + 676.9000244140625, + 672.7000122070312, + 680.0999755859375, + 684.4000244140625, + 688.7000122070312, + 691.5, + 697.0, + 697.7000122070312, + 689.2999877929688, + 683.2999877929688, + 691.7000122070312, + 694.2999877929688, + 697.7999877929688, + 695.5999755859375, + 702.9000244140625, + 707.5999755859375, + 703.2000122070312, + 697.5999755859375, + 695.0999755859375, + 694.4000244140625, + 682.2000122070312, + 680.2000122070312, + 683.4000244140625, + 688.2999877929688, + 689.2000122070312, + 687.7000122070312, + 702.5999755859375, + 703.0999755859375, + 705.5999755859375, + 706.4000244140625, + 700.5999755859375, + 701.7999877929688, + 699.2000122070312, + 696.2000122070312, + 697.4000244140625, + 697.0999755859375, + 700.9000244140625, + 706.2000122070312, + 704.2999877929688, + 692.7999877929688, + 689.9000244140625, + 679.5, + 671.5, + 675.9000244140625, + 677.9000244140625, + 682.0, + 688.7000122070312, + 696.0999755859375, + 704.2000122070312, + 718.9000244140625, + 734.5, + 744.0999755859375, + 763.0999755859375, + 773.7999877929688, + 762.9000244140625, + 749.7999877929688, + 788.0999755859375, + 782.7000122070312, + 764.2999877929688, + 770.7000122070312, + 795.0999755859375, + 785.2000122070312, + 781.2999877929688, + 790.0, + 789.0999755859375, + 801.0999755859375, + 797.0999755859375, + 793.7999877929688, + 809.4000244140625, + 837.2000122070312, + 880.0999755859375, + 877.9000244140625, + 926.2000122070312, + 942.0, + 943.5999755859375, + 965.0999755859375, + 970.2999877929688, + 983.2999877929688, + 971.9000244140625, + 978.5, + 987.0, + 1004.5, + 1026.0, + 1028.0999755859375, + 1039.300048828125, + 1052.5, + 1048.9000244140625, + 1053.9000244140625, + 1066.800048828125, + 1092.5999755859375, + 1109.4000244140625, + 1123.300048828125, + 1120.0999755859375, + 1110.199951171875, + 1078.300048828125, + 1078.0999755859375, + 1096.800048828125, + 1114.0999755859375, + 1117.800048828125, + 1154.0999755859375, + 1173.4000244140625, + 1152.5, + 1144.5999755859375, + 1154.4000244140625, + 1162.0, + 1138.5, + 1146.199951171875, + 1133.300048828125, + 1136.800048828125, + 1129.0999755859375, + 1101.4000244140625, + 1095.9000244140625, + 1115.4000244140625, + 1085.199951171875, + 1103.0999755859375, + 1115.9000244140625, + 1141.199951171875, + 1122.800048828125, + 1104.4000244140625, + 1143.9000244140625, + 1139.699951171875, + 1130.5999755859375, + 1129.199951171875, + 1151.9000244140625, + 1159.0999755859375, + 1161.699951171875, + 1164.5, + 1138.699951171875, + 1133.0999755859375, + 1142.5999755859375, + 1168.800048828125, + 1158.9000244140625, + 1148.9000244140625, + 1172.4000244140625, + 1167.199951171875, + 1168.0, + 1168.0999755859375, + 1161.0999755859375, + 1157.699951171875, + 1158.800048828125, + 1172.5, + 1162.5, + 1140.300048828125, + 1141.9000244140625, + 1163.9000244140625, + 1167.5999755859375, + 1158.800048828125, + 1153.5999755859375, + 1171.4000244140625, + 1174.199951171875, + 1184.5999755859375, + 1163.0999755859375, + 1174.199951171875, + 1189.699951171875, + 1198.4000244140625, + 1193.5999755859375, + 1184.199951171875, + 1203.0999755859375, + 1192.0, + 1200.699951171875, + 1179.5999755859375, + 1171.199951171875, + 1181.0999755859375, + 1179.4000244140625, + 1195.699951171875, + 1183.0, + 1199.5999755859375, + 1223.699951171875, + 1198.4000244140625, + 1196.699951171875, + 1189.0, + 1182.0999755859375, + 1183.4000244140625, + 1180.9000244140625, + 1210.5, + 1204.0, + 1227.699951171875, + 1233.199951171875, + 1244.800048828125, + 1213.5, + 1191.4000244140625, + 1194.9000244140625, + 1155.5999755859375, + 1163.4000244140625, + 1145.5999755859375, + 1162.5, + 1165.0999755859375, + 1168.5, + 1195.9000244140625, + 1207.5999755859375, + 1240.0, + 1232.4000244140625, + 1232.9000244140625, + 1230.699951171875, + 1228.4000244140625, + 1232.9000244140625, + 1249.800048828125, + 1236.5999755859375, + 1225.4000244140625, + 1203.5, + 1209.5999755859375, + 1188.9000244140625, + 1138.300048828125, + 1148.199951171875, + 1160.800048828125, + 1188.4000244140625, + 1178.0, + 1173.9000244140625, + 1206.800048828125, + 1197.800048828125, + 1191.5, + 1178.800048828125, + 1186.0999755859375, + 1207.300048828125, + 1227.699951171875, + 1226.0999755859375, + 1218.699951171875, + 1214.699951171875, + 1235.5, + 1240.9000244140625, + 1223.300048828125, + 1226.300048828125, + 1246.800048828125, + 1250.5, + 1262.800048828125, + 1274.800048828125, + 1269.5, + 1271.199951171875, + 1293.0999755859375, + 1285.699951171875, + 1304.0, + 1294.4000244140625, + 1287.800048828125, + 1259.699951171875, + 1258.0999755859375, + 1251.699951171875, + 1219.9000244140625, + 1193.5, + 1160.0, + 1176.5999755859375, + 1164.199951171875, + 1164.800048828125, + 1189.5, + 1205.699951171875, + 1236.5, + 1246.0999755859375, + 1250.800048828125, + 1280.699951171875, + 1290.5, + 1263.800048828125, + 1262.0999755859375, + 1257.0, + 1237.0999755859375, + 1216.0999755859375, + 1195.5, + 1190.9000244140625, + 1194.0, + 1199.800048828125, + 1210.9000244140625, + 1222.199951171875, + 1237.800048828125, + 1247.5999755859375, + 1262.5999755859375, + 1248.4000244140625, + 1236.9000244140625, + 1206.699951171875, + 1200.5999755859375, + 1199.699951171875, + 1176.0999755859375, + 1183.699951171875, + 1183.699951171875, + 1220.300048828125, + 1218.5, + 1222.4000244140625, + 1231.9000244140625, + 1238.0, + 1257.5999755859375, + 1260.9000244140625, + 1264.199951171875, + 1261.699951171875, + 1268.800048828125, + 1256.199951171875, + 1271.5999755859375, + 1281.5, + 1262.300048828125, + 1249.5, + 1258.300048828125, + 1274.300048828125, + 1253.5, + 1248.9000244140625, + 1259.5999755859375, + 1267.300048828125, + 1259.800048828125, + 1239.300048828125, + 1233.9000244140625, + 1234.5, + 1230.699951171875, + 1250.0999755859375, + 1258.800048828125, + 1264.699951171875, + 1286.5, + 1305.0, + 1305.5, + 1292.199951171875, + 1270.5, + 1279.5999755859375, + 1279.5999755859375, + 1292.699951171875, + 1298.300048828125, + 1289.9000244140625, + 1303.300048828125, + 1304.5999755859375, + 1289.800048828125, + 1295.0, + 1296.300048828125, + 1316.300048828125, + 1312.699951171875, + 1312.9000244140625, + 1310.300048828125, + 1279.800048828125, + 1278.300048828125, + 1263.9000244140625, + 1223.9000244140625, + 1227.9000244140625, + 1193.9000244140625, + 1224.9000244140625, + 1227.199951171875, + 1200.9000244140625, + 1189.300048828125, + 1187.800048828125, + 1200.9000244140625, + 1220.4000244140625, + 1201.699951171875, + 1223.699951171875, + 1198.699951171875, + 1214.199951171875, + 1202.699951171875, + 1193.800048828125, + 1217.699951171875, + 1201.199951171875, + 1211.800048828125, + 1214.800048828125, + 1216.199951171875, + 1220.5, + 1240.800048828125, + 1222.4000244140625, + 1200.9000244140625, + 1180.0, + 1185.0999755859375, + 1167.300048828125, + 1171.0999755859375, + 1148.699951171875, + 1145.0999755859375, + 1145.300048828125, + 1155.9000244140625, + 1163.699951171875, + 1144.5, + 1161.9000244140625, + 1130.5999755859375, + 1131.4000244140625, + 1137.0999755859375, + 1104.800048828125, + 1104.699951171875, + 1081.0999755859375, + 1077.5, + 1068.300048828125, + 1062.5, + 1085.4000244140625, + 1081.199951171875, + 1073.5, + 1113.199951171875, + 1114.4000244140625, + 1113.300048828125, + 1126.699951171875, + 1112.800048828125, + 1127.300048828125, + 1103.300048828125, + 1097.699951171875, + 1096.5999755859375, + 1098.0, + 1107.9000244140625, + 1109.699951171875, + 1116.0, + 1111.0999755859375, + 1093.4000244140625, + 1066.300048828125, + 1045.699951171875, + 1046.4000244140625, + 1028.5999755859375, + 1029.800048828125, + 1050.0, + 1045.5999755859375, + 1043.300048828125, + 1029.800048828125, + 1032.9000244140625, + 1040.699951171875, + 1027.300048828125, + 1039.300048828125, + 1077.199951171875, + 1103.9000244140625, + 1083.199951171875, + 1077.199951171875, + 1089.699951171875, + 1110.800048828125, + 1078.4000244140625, + 1089.9000244140625, + 1083.4000244140625, + 1103.199951171875, + 1094.5, + 1073.5999755859375, + 1054.0999755859375, + 1037.199951171875, + 1056.9000244140625, + 1030.4000244140625, + 982.9000244140625, + 987.2000122070312, + 985.5999755859375, + 983.5, + 982.2000122070312, + 974.2000122070312, + 1001.0999755859375, + 1024.4000244140625, + 1044.0, + 1041.9000244140625, + 1036.5, + 1017.7000122070312, + 1020.2000122070312, + 1003.5999755859375, + 1017.2999877929688, + 989.9000244140625, + 966.5999755859375, + 978.7000122070312, + 1006.0, + 1009.7999877929688, + 1021.2999877929688, + 1009.0999755859375, + 1029.800048828125, + 1057.300048828125, + 1056.5999755859375, + 1068.5999755859375, + 1051.0999755859375, + 1020.0999755859375, + 1024.800048828125, + 1011.7999877929688, + 979.5, + 974.7999877929688, + 1002.7000122070312, + 1017.5999755859375, + 1012.7000122070312, + 1039.300048828125, + 1069.199951171875, + 1068.699951171875, + 1047.9000244140625, + 1033.9000244140625, + 1028.699951171875, + 1041.300048828125, + 984.5999755859375, + 1002.0, + 1024.5999755859375, + 1021.5999755859375, + 1030.9000244140625, + 1049.300048828125, + 1046.0, + 1035.699951171875, + 1020.4000244140625, + 1020.5, + 1029.0, + 1023.9000244140625, + 1009.7000122070312, + 1006.7000122070312, + 1014.0, + 1013.5, + 1001.5, + 993.9000244140625, + 1003.2999877929688, + 1003.0999755859375, + 992.0, + 1025.199951171875, + 1039.9000244140625, + 1030.699951171875, + 1068.300048828125, + 1066.800048828125, + 1077.0999755859375, + 1069.0999755859375, + 1072.0, + 1058.5999755859375, + 1070.5999755859375, + 1037.5999755859375, + 1046.199951171875, + 1053.9000244140625, + 1036.300048828125, + 1031.800048828125, + 1039.5, + 1043.5999755859375, + 1029.5999755859375, + 1035.199951171875, + 1042.5999755859375, + 1023.9000244140625, + 1043.0999755859375, + 1044.4000244140625, + 1036.0999755859375, + 1030.0, + 1039.300048828125, + 1042.0999755859375, + 1041.0, + 1042.199951171875, + 1047.800048828125, + 1040.0999755859375, + 1020.9000244140625, + 1026.699951171875, + 1027.5, + 1021.9000244140625, + 1006.0, + 1027.699951171875, + 1033.300048828125, + 1016.5999755859375, + 999.7999877929688, + 992.5999755859375, + 1020.7000122070312, + 1029.699951171875, + 1030.0999755859375, + 1051.199951171875, + 1102.5, + 1111.0, + 1095.5, + 1083.0999755859375, + 1082.0, + 1049.4000244140625, + 1021.2000122070312, + 997.4000244140625, + 996.0, + 994.9000244140625, + 963.4000244140625, + 969.7000122070312, + 994.7000122070312, + 997.0999755859375, + 997.2999877929688, + 1031.0, + 1022.7999877929688, + 1026.5, + 1008.7000122070312, + 1017.2999877929688, + 1006.0999755859375, + 1000.2000122070312, + 999.5, + 1002.0999755859375, + 1027.0, + 1022.2999877929688, + 1030.800048828125, + 1032.699951171875, + 1023.7000122070312, + 1006.7999877929688, + 999.7000122070312, + 1008.7000122070312, + 1041.199951171875, + 1041.800048828125, + 1041.300048828125, + 1033.199951171875, + 1031.800048828125, + 1033.699951171875, + 1008.0, + 986.0999755859375, + 974.5999755859375, + 982.7000122070312, + 1007.4000244140625, + 1014.7000122070312, + 1018.9000244140625, + 1012.4000244140625, + 1003.7000122070312, + 1030.800048828125, + 1026.9000244140625, + 1009.7000122070312, + 1025.699951171875, + 1042.300048828125, + 1042.5999755859375, + 1073.0, + 1057.9000244140625, + 1054.199951171875, + 1059.199951171875, + 1050.0, + 1060.800048828125, + 1054.800048828125, + 1034.199951171875, + 1027.800048828125, + 1054.800048828125, + 1065.800048828125, + 1066.699951171875, + 1043.4000244140625, + 1055.699951171875, + 1059.4000244140625, + 1043.5, + 1034.4000244140625, + 1022.7000122070312, + 991.5999755859375, + 1002.0999755859375, + 1007.4000244140625, + 1004.7999877929688, + 1011.0, + 1015.2000122070312, + 998.7999877929688, + 989.7000122070312, + 983.7000122070312, + 974.2999877929688, + 953.2999877929688, + 937.7999877929688, + 931.2999877929688, + 959.7000122070312, + 952.2000122070312, + 971.0, + 983.7000122070312, + 975.4000244140625, + 989.7999877929688, + 991.7999877929688, + 996.2000122070312, + 976.5999755859375, + 966.9000244140625, + 987.0, + 987.4000244140625, + 984.0999755859375, + 976.2999877929688, + 981.0999755859375, + 983.0999755859375, + 995.0, + 1000.4000244140625, + 1020.2000122070312, + 1014.0, + 1025.5, + 1033.9000244140625, + 994.2000122070312, + 997.4000244140625, + 972.2999877929688, + 974.2000122070312, + 964.7000122070312, + 957.0999755859375, + 958.4000244140625, + 975.5999755859375, + 966.4000244140625, + 964.5, + 954.5999755859375, + 955.5, + 979.7999877929688, + 969.0999755859375, + 949.2999877929688, + 981.0, + 984.0, + 987.9000244140625, + 1000.9000244140625, + 1003.5, + 1012.7999877929688, + 1019.9000244140625, + 1031.199951171875, + 1035.5, + 1051.0999755859375, + 1035.300048828125, + 1010.2000122070312, + 1014.5999755859375, + 1037.300048828125, + 1004.4000244140625, + 991.0999755859375, + 984.5999755859375, + 989.0999755859375, + 991.7999877929688, + 998.7999877929688, + 981.0, + 995.5, + 998.0, + 988.0999755859375, + 995.5, + 996.0999755859375, + 1013.2999877929688, + 1041.300048828125, + 1048.699951171875, + 1044.9000244140625, + 1070.5, + 1064.5999755859375, + 1072.800048828125, + 1040.9000244140625, + 1014.2999877929688, + 1013.0999755859375, + 1013.0, + 995.7999877929688, + 995.0999755859375, + 989.7999877929688, + 968.5, + 976.5, + 963.7999877929688, + 961.0999755859375, + 965.2000122070312, + 997.4000244140625, + 1004.5, + 1018.4000244140625, + 1018.4000244140625, + 1044.699951171875, + 1055.4000244140625, + 1050.0, + 1040.300048828125, + 1028.300048828125, + 1020.7000122070312, + 1010.0, + 985.2999877929688, + 980.7000122070312, + 958.5, + 966.9000244140625, + 977.4000244140625, + 982.9000244140625, + 994.5, + 999.2999877929688, + 1008.4000244140625, + 1015.7000122070312, + 1027.0, + 1024.699951171875, + 1041.0, + 1048.699951171875, + 1040.4000244140625, + 1074.699951171875, + 1058.300048828125, + 1014.4000244140625, + 1013.2000122070312, + 991.9000244140625, + 988.7000122070312, + 984.0, + 973.0999755859375, + 972.4000244140625, + 992.2999877929688, + 979.5999755859375, + 983.5, + 974.7999877929688, + 988.7000122070312, + 987.0999755859375, + 1000.0, + 1017.4000244140625, + 1054.5999755859375, + 1061.0, + 1058.4000244140625, + 1076.5, + 1082.199951171875, + 1086.5999755859375, + 1072.0, + 1041.800048828125, + 1063.5, + 1057.4000244140625, + 1061.699951171875, + 1057.0999755859375, + 1041.800048828125, + 1063.0, + 1065.800048828125, + 1071.199951171875, + 1065.9000244140625, + 1063.699951171875, + 1050.4000244140625, + 1063.9000244140625, + 1044.9000244140625, + 1022.0999755859375, + 1042.699951171875, + 1047.699951171875, + 1067.800048828125, + 1065.0, + 1048.300048828125, + 1023.0999755859375, + 1015.5, + 983.2999877929688, + 990.5, + 996.7000122070312, + 1009.2000122070312, + 1032.5999755859375, + 1059.0999755859375, + 1058.0, + 1062.0, + 1051.0, + 1029.300048828125, + 1037.800048828125, + 1026.4000244140625, + 1025.699951171875, + 1023.5999755859375, + 1029.300048828125, + 1029.5, + 1023.7000122070312, + 1017.7999877929688, + 1012.5, + 1017.2999877929688, + 1018.2999877929688, + 1022.5999755859375, + 1006.0, + 1016.4000244140625, + 1027.5, + 1025.800048828125, + 1020.4000244140625, + 1029.800048828125, + 1014.0, + 1001.9000244140625, + 994.0, + 992.7999877929688, + 1001.2999877929688, + 994.5999755859375, + 994.7000122070312, + 1011.5, + 1016.9000244140625, + 1019.4000244140625, + 1013.4000244140625, + 1014.5, + 1011.7000122070312, + 1007.0999755859375, + 1013.0, + 1030.5, + 1038.9000244140625, + 1046.0999755859375, + 1051.300048828125, + 1066.199951171875, + 1076.199951171875, + 1094.0, + 1083.0, + 1106.800048828125, + 1111.5 + ], + "strengths": [ + -30.5, + 0.382354736328125, + 25.676467895507812, + 29.291671752929688, + 38.0, + 44.37013244628906, + 53.84065246582031, + 80.5, + 94.89999389648438, + 110.10000610351562, + 121.79998779296875, + 140.10000610351562, + 157.79998779296875, + 161.39999389648438, + 181.0, + 213.70001220703125, + 221.60000610351562, + 239.29998779296875, + 259.20001220703125, + 268.70001220703125, + 265.1000061035156, + 255.0, + 260.3999938964844, + 267.20001220703125, + 271.3999938964844, + 278.6000061035156, + 284.6000061035156, + 290.29998779296875, + 302.70001220703125, + 305.70001220703125, + 306.29998779296875, + 305.70001220703125, + 315.70001220703125, + 315.3999938964844, + 310.1000061035156, + 309.8999938964844, + 312.6000061035156, + 315.3999938964844, + 314.29998779296875, + 313.20001220703125, + 324.29998779296875, + 323.0, + 335.79998779296875, + 333.9000244140625, + 339.70001220703125, + 350.0999755859375, + 343.4000244140625, + 349.20001220703125, + 339.4000244140625, + 346.20001220703125, + 348.5999755859375, + 344.0, + 348.5999755859375, + 341.20001220703125, + 338.20001220703125, + 339.4000244140625, + 342.79998779296875, + 346.20001220703125, + 349.4000244140625, + 355.20001220703125, + 357.4000244140625, + 357.20001220703125, + 364.9000244140625, + 372.20001220703125, + 377.4000244140625, + 393.70001220703125, + 414.4000244140625, + 421.29998779296875, + 421.29998779296875, + 421.5999755859375, + 416.79998779296875, + 399.5, + 391.5999755859375, + 382.20001220703125, + 381.0, + 385.9000244140625, + 391.0999755859375, + 398.79998779296875, + 394.0, + 398.79998779296875, + 400.79998779296875, + 405.79998779296875, + 394.70001220703125, + 397.5999755859375, + 398.29998779296875, + 400.9000244140625, + 403.70001220703125, + 403.70001220703125, + 416.5, + 418.29998779296875, + 419.0999755859375, + 421.20001220703125, + 414.5, + 407.79998779296875, + 410.0999755859375, + 403.0999755859375, + 396.4000244140625, + 393.70001220703125, + 397.9000244140625, + 394.5, + 393.79998779296875, + 413.29998779296875, + 417.5, + 422.5, + 432.0, + 435.79998779296875, + 419.5, + 422.29998779296875, + 415.79998779296875, + 408.70001220703125, + 410.9000244140625, + 415.79998779296875, + 419.20001220703125, + 419.0, + 423.70001220703125, + 413.0, + 410.4000244140625, + 407.70001220703125, + 411.5, + 417.20001220703125, + 430.4000244140625, + 432.5, + 444.79998779296875, + 449.9000244140625, + 447.0, + 444.5999755859375, + 448.0999755859375, + 449.0, + 445.4000244140625, + 443.5999755859375, + 442.70001220703125, + 440.4000244140625, + 439.5, + 436.79998779296875, + 429.70001220703125, + 426.20001220703125, + 434.0, + 433.20001220703125, + 436.5999755859375, + 437.0999755859375, + 444.29998779296875, + 445.79998779296875, + 442.79998779296875, + 447.20001220703125, + 438.0, + 446.0, + 442.70001220703125, + 439.79998779296875, + 438.5, + 441.0, + 448.4000244140625, + 446.70001220703125, + 446.20001220703125, + 444.4000244140625, + 442.0, + 440.79998779296875, + 430.5999755859375, + 442.70001220703125, + 446.5, + 453.20001220703125, + 458.29998779296875, + 461.0, + 484.5, + 492.5, + 491.5999755859375, + 485.0, + 480.5, + 479.5999755859375, + 459.79998779296875, + 456.29998779296875, + 452.0, + 455.20001220703125, + 461.5999755859375, + 465.4000244140625, + 476.0999755859375, + 482.29998779296875, + 482.0999755859375, + 481.4000244140625, + 481.29998779296875, + 478.4000244140625, + 483.5, + 486.5, + 495.0999755859375, + 492.79998779296875, + 498.5, + 497.5, + 490.5, + 481.4000244140625, + 477.20001220703125, + 484.5999755859375, + 488.9000244140625, + 493.20001220703125, + 496.0, + 501.5, + 502.20001220703125, + 493.79998779296875, + 487.79998779296875, + 496.20001220703125, + 498.79998779296875, + 502.29998779296875, + 500.0999755859375, + 507.4000244140625, + 512.0999755859375, + 507.70001220703125, + 502.0999755859375, + 499.5999755859375, + 498.9000244140625, + 486.70001220703125, + 484.70001220703125, + 487.9000244140625, + 492.79998779296875, + 493.70001220703125, + 492.20001220703125, + 507.0999755859375, + 507.5999755859375, + 510.0999755859375, + 510.9000244140625, + 505.0999755859375, + 506.29998779296875, + 503.70001220703125, + 500.70001220703125, + 501.9000244140625, + 501.5999755859375, + 505.4000244140625, + 510.70001220703125, + 508.79998779296875, + 497.29998779296875, + 494.4000244140625, + 484.0, + 476.0, + 480.4000244140625, + 482.4000244140625, + 486.5, + 493.20001220703125, + 500.5999755859375, + 508.70001220703125, + 523.4000244140625, + 539.0, + 548.5999755859375, + 567.5999755859375, + 578.2999877929688, + 567.4000244140625, + 554.2999877929688, + 592.5999755859375, + 587.2000122070312, + 568.7999877929688, + 575.2000122070312, + 599.5999755859375, + 589.7000122070312, + 585.7999877929688, + 594.5, + 593.5999755859375, + 605.5999755859375, + 601.5999755859375, + 598.2999877929688, + 613.9000244140625, + 641.7000122070312, + 684.5999755859375, + 682.4000244140625, + 730.7000122070312, + 746.5, + 748.0999755859375, + 769.5999755859375, + 774.7999877929688, + 787.7999877929688, + 776.4000244140625, + 783.0, + 791.5, + 809.0, + 830.5, + 832.5999755859375, + 843.800048828125, + 857.0, + 853.4000244140625, + 858.4000244140625, + 871.300048828125, + 897.0999755859375, + 913.9000244140625, + 927.800048828125, + 924.5999755859375, + 914.699951171875, + 882.800048828125, + 882.5999755859375, + 901.300048828125, + 918.5999755859375, + 922.300048828125, + 958.5999755859375, + 977.9000244140625, + 957.0, + 949.0999755859375, + 958.9000244140625, + 966.5, + 943.0, + 950.699951171875, + 937.800048828125, + 941.300048828125, + 933.5999755859375, + 905.9000244140625, + 900.4000244140625, + 919.9000244140625, + 889.699951171875, + 907.5999755859375, + 920.4000244140625, + 945.699951171875, + 927.300048828125, + 908.9000244140625, + 948.4000244140625, + 944.199951171875, + 935.0999755859375, + 933.699951171875, + 956.4000244140625, + 963.5999755859375, + 966.199951171875, + 969.0, + 943.199951171875, + 937.5999755859375, + 947.0999755859375, + 973.300048828125, + 963.4000244140625, + 953.4000244140625, + 976.9000244140625, + 971.699951171875, + 972.5, + 972.5999755859375, + 965.5999755859375, + 962.199951171875, + 963.300048828125, + 977.0, + 967.0, + 944.800048828125, + 946.4000244140625, + 968.4000244140625, + 972.0999755859375, + 963.300048828125, + 958.0999755859375, + 975.9000244140625, + 978.699951171875, + 989.0999755859375, + 967.5999755859375, + 978.699951171875, + 994.199951171875, + 1002.9000244140625, + 998.0999755859375, + 988.699951171875, + 1007.5999755859375, + 996.5, + 1005.199951171875, + 984.0999755859375, + 975.699951171875, + 985.5999755859375, + 983.9000244140625, + 1000.199951171875, + 987.5, + 1004.0999755859375, + 1028.199951171875, + 1002.9000244140625, + 1001.199951171875, + 993.5, + 986.5999755859375, + 987.9000244140625, + 985.4000244140625, + 1015.0, + 1008.5, + 1032.199951171875, + 1037.699951171875, + 1049.300048828125, + 1018.0, + 995.9000244140625, + 999.4000244140625, + 960.0999755859375, + 967.9000244140625, + 950.0999755859375, + 967.0, + 969.5999755859375, + 973.0, + 1000.4000244140625, + 1012.0999755859375, + 1044.5, + 1036.9000244140625, + 1037.4000244140625, + 1035.199951171875, + 1032.9000244140625, + 1037.4000244140625, + 1054.300048828125, + 1041.0999755859375, + 1029.9000244140625, + 1008.0, + 1014.0999755859375, + 993.4000244140625, + 942.800048828125, + 952.699951171875, + 965.300048828125, + 992.9000244140625, + 982.5, + 978.4000244140625, + 1011.300048828125, + 1002.300048828125, + 996.0, + 983.300048828125, + 990.5999755859375, + 1011.800048828125, + 1032.199951171875, + 1030.5999755859375, + 1023.199951171875, + 1019.199951171875, + 1040.0, + 1045.4000244140625, + 1027.800048828125, + 1030.800048828125, + 1051.300048828125, + 1055.0, + 1067.300048828125, + 1079.300048828125, + 1074.0, + 1075.699951171875, + 1097.5999755859375, + 1090.199951171875, + 1108.5, + 1098.9000244140625, + 1092.300048828125, + 1064.199951171875, + 1062.5999755859375, + 1056.199951171875, + 1024.4000244140625, + 998.0, + 964.5, + 981.0999755859375, + 968.699951171875, + 969.300048828125, + 994.0, + 1010.199951171875, + 1041.0, + 1050.5999755859375, + 1055.300048828125, + 1085.199951171875, + 1095.0, + 1068.300048828125, + 1066.5999755859375, + 1061.5, + 1041.5999755859375, + 1020.5999755859375, + 1000.0, + 995.4000244140625, + 998.5, + 1004.300048828125, + 1015.4000244140625, + 1026.699951171875, + 1042.300048828125, + 1052.0999755859375, + 1067.0999755859375, + 1052.9000244140625, + 1041.4000244140625, + 1011.199951171875, + 1005.0999755859375, + 1004.199951171875, + 980.5999755859375, + 988.199951171875, + 988.199951171875, + 1024.800048828125, + 1023.0, + 1026.9000244140625, + 1036.4000244140625, + 1042.5, + 1062.0999755859375, + 1065.4000244140625, + 1068.699951171875, + 1066.199951171875, + 1073.300048828125, + 1060.699951171875, + 1076.0999755859375, + 1086.0, + 1066.800048828125, + 1054.0, + 1062.800048828125, + 1078.800048828125, + 1058.0, + 1053.4000244140625, + 1064.0999755859375, + 1071.800048828125, + 1064.300048828125, + 1043.800048828125, + 1038.4000244140625, + 1039.0, + 1035.199951171875, + 1054.5999755859375, + 1063.300048828125, + 1069.199951171875, + 1091.0, + 1109.5, + 1110.0, + 1096.699951171875, + 1075.0, + 1084.0999755859375, + 1084.0999755859375, + 1097.199951171875, + 1102.800048828125, + 1094.4000244140625, + 1107.800048828125, + 1109.0999755859375, + 1094.300048828125, + 1099.5, + 1100.800048828125, + 1120.800048828125, + 1117.199951171875, + 1117.4000244140625, + 1114.800048828125, + 1084.300048828125, + 1082.800048828125, + 1068.4000244140625, + 1028.4000244140625, + 1032.4000244140625, + 998.4000244140625, + 1029.4000244140625, + 1031.699951171875, + 1005.4000244140625, + 993.800048828125, + 992.300048828125, + 1005.4000244140625, + 1024.9000244140625, + 1006.199951171875, + 1028.199951171875, + 1003.199951171875, + 1018.699951171875, + 1007.199951171875, + 998.300048828125, + 1022.199951171875, + 1005.699951171875, + 1016.300048828125, + 1019.300048828125, + 1020.699951171875, + 1025.0, + 1045.300048828125, + 1026.9000244140625, + 1005.4000244140625, + 984.5, + 989.5999755859375, + 971.800048828125, + 975.5999755859375, + 953.199951171875, + 949.5999755859375, + 949.800048828125, + 960.4000244140625, + 968.199951171875, + 949.0, + 966.4000244140625, + 935.0999755859375, + 935.9000244140625, + 941.5999755859375, + 909.300048828125, + 909.199951171875, + 885.5999755859375, + 882.0, + 872.800048828125, + 867.0, + 889.9000244140625, + 885.699951171875, + 878.0, + 917.699951171875, + 918.9000244140625, + 917.800048828125, + 931.199951171875, + 917.300048828125, + 931.800048828125, + 907.800048828125, + 902.199951171875, + 901.0999755859375, + 902.5, + 912.4000244140625, + 914.199951171875, + 920.5, + 915.5999755859375, + 897.9000244140625, + 870.800048828125, + 850.199951171875, + 850.9000244140625, + 833.0999755859375, + 834.300048828125, + 854.5, + 850.0999755859375, + 847.800048828125, + 834.300048828125, + 837.4000244140625, + 845.199951171875, + 831.800048828125, + 843.800048828125, + 881.699951171875, + 908.4000244140625, + 887.699951171875, + 881.699951171875, + 894.199951171875, + 915.300048828125, + 882.9000244140625, + 894.4000244140625, + 887.9000244140625, + 907.699951171875, + 899.0, + 878.0999755859375, + 858.5999755859375, + 841.699951171875, + 861.4000244140625, + 834.9000244140625, + 787.4000244140625, + 791.7000122070312, + 790.0999755859375, + 788.0, + 786.7000122070312, + 778.7000122070312, + 805.5999755859375, + 828.9000244140625, + 848.5, + 846.4000244140625, + 841.0, + 822.2000122070312, + 824.7000122070312, + 808.0999755859375, + 821.7999877929688, + 794.4000244140625, + 771.0999755859375, + 783.2000122070312, + 810.5, + 814.2999877929688, + 825.7999877929688, + 813.5999755859375, + 834.300048828125, + 861.800048828125, + 861.0999755859375, + 873.0999755859375, + 855.5999755859375, + 824.5999755859375, + 829.300048828125, + 816.2999877929688, + 784.0, + 779.2999877929688, + 807.2000122070312, + 822.0999755859375, + 817.2000122070312, + 843.800048828125, + 873.699951171875, + 873.199951171875, + 852.4000244140625, + 838.4000244140625, + 833.199951171875, + 845.800048828125, + 789.0999755859375, + 806.5, + 829.0999755859375, + 826.0999755859375, + 835.4000244140625, + 853.800048828125, + 850.5, + 840.199951171875, + 824.9000244140625, + 825.0, + 833.5, + 828.4000244140625, + 814.2000122070312, + 811.2000122070312, + 818.5, + 818.0, + 806.0, + 798.4000244140625, + 807.7999877929688, + 807.5999755859375, + 796.5, + 829.699951171875, + 844.4000244140625, + 835.199951171875, + 872.800048828125, + 871.300048828125, + 881.5999755859375, + 873.5999755859375, + 876.5, + 863.0999755859375, + 875.0999755859375, + 842.0999755859375, + 850.699951171875, + 858.4000244140625, + 840.800048828125, + 836.300048828125, + 844.0, + 848.0999755859375, + 834.0999755859375, + 839.699951171875, + 847.0999755859375, + 828.4000244140625, + 847.5999755859375, + 848.9000244140625, + 840.5999755859375, + 834.5, + 843.800048828125, + 846.5999755859375, + 845.5, + 846.699951171875, + 852.300048828125, + 844.5999755859375, + 825.4000244140625, + 831.199951171875, + 832.0, + 826.4000244140625, + 810.5, + 832.199951171875, + 837.800048828125, + 821.0999755859375, + 804.2999877929688, + 797.0999755859375, + 825.2000122070312, + 834.199951171875, + 834.5999755859375, + 855.699951171875, + 907.0, + 915.5, + 900.0, + 887.5999755859375, + 886.5, + 853.9000244140625, + 825.7000122070312, + 801.9000244140625, + 800.5, + 799.4000244140625, + 767.9000244140625, + 774.2000122070312, + 799.2000122070312, + 801.5999755859375, + 801.7999877929688, + 835.5, + 827.2999877929688, + 831.0, + 813.2000122070312, + 821.7999877929688, + 810.5999755859375, + 804.7000122070312, + 804.0, + 806.5999755859375, + 831.5, + 826.7999877929688, + 835.300048828125, + 837.199951171875, + 828.2000122070312, + 811.2999877929688, + 804.2000122070312, + 813.2000122070312, + 845.699951171875, + 846.300048828125, + 845.800048828125, + 837.699951171875, + 836.300048828125, + 838.199951171875, + 812.5, + 790.5999755859375, + 779.0999755859375, + 787.2000122070312, + 811.9000244140625, + 819.2000122070312, + 823.4000244140625, + 816.9000244140625, + 808.2000122070312, + 835.300048828125, + 831.4000244140625, + 814.2000122070312, + 830.199951171875, + 846.800048828125, + 847.0999755859375, + 877.5, + 862.4000244140625, + 858.699951171875, + 863.699951171875, + 854.5, + 865.300048828125, + 859.300048828125, + 838.699951171875, + 832.300048828125, + 859.300048828125, + 870.300048828125, + 871.199951171875, + 847.9000244140625, + 860.199951171875, + 863.9000244140625, + 848.0, + 838.9000244140625, + 827.2000122070312, + 796.0999755859375, + 806.5999755859375, + 811.9000244140625, + 809.2999877929688, + 815.5, + 819.7000122070312, + 803.2999877929688, + 794.2000122070312, + 788.2000122070312, + 778.7999877929688, + 757.7999877929688, + 742.2999877929688, + 735.7999877929688, + 764.2000122070312, + 756.7000122070312, + 775.5, + 788.2000122070312, + 779.9000244140625, + 794.2999877929688, + 796.2999877929688, + 800.7000122070312, + 781.0999755859375, + 771.4000244140625, + 791.5, + 791.9000244140625, + 788.5999755859375, + 780.7999877929688, + 785.5999755859375, + 787.5999755859375, + 799.5, + 804.9000244140625, + 824.7000122070312, + 818.5, + 830.0, + 838.4000244140625, + 798.7000122070312, + 801.9000244140625, + 776.7999877929688, + 778.7000122070312, + 769.2000122070312, + 761.5999755859375, + 762.9000244140625, + 780.0999755859375, + 770.9000244140625, + 769.0, + 759.0999755859375, + 760.0, + 784.2999877929688, + 773.5999755859375, + 753.7999877929688, + 785.5, + 788.5, + 792.4000244140625, + 805.4000244140625, + 808.0, + 817.2999877929688, + 824.4000244140625, + 835.699951171875, + 840.0, + 855.5999755859375, + 839.800048828125, + 814.7000122070312, + 819.0999755859375, + 841.800048828125, + 808.9000244140625, + 795.5999755859375, + 789.0999755859375, + 793.5999755859375, + 796.2999877929688, + 803.2999877929688, + 785.5, + 800.0, + 802.5, + 792.5999755859375, + 800.0, + 800.5999755859375, + 817.7999877929688, + 845.800048828125, + 853.199951171875, + 849.4000244140625, + 875.0, + 869.0999755859375, + 877.300048828125, + 845.4000244140625, + 818.7999877929688, + 817.5999755859375, + 817.5, + 800.2999877929688, + 799.5999755859375, + 794.2999877929688, + 773.0, + 781.0, + 768.2999877929688, + 765.5999755859375, + 769.7000122070312, + 801.9000244140625, + 809.0, + 822.9000244140625, + 822.9000244140625, + 849.199951171875, + 859.9000244140625, + 854.5, + 844.800048828125, + 832.800048828125, + 825.2000122070312, + 814.5, + 789.7999877929688, + 785.2000122070312, + 763.0, + 771.4000244140625, + 781.9000244140625, + 787.4000244140625, + 799.0, + 803.7999877929688, + 812.9000244140625, + 820.2000122070312, + 831.5, + 829.199951171875, + 845.5, + 853.199951171875, + 844.9000244140625, + 879.199951171875, + 862.800048828125, + 818.9000244140625, + 817.7000122070312, + 796.4000244140625, + 793.2000122070312, + 788.5, + 777.5999755859375, + 776.9000244140625, + 796.7999877929688, + 784.0999755859375, + 788.0, + 779.2999877929688, + 793.2000122070312, + 791.5999755859375, + 804.5, + 821.9000244140625, + 859.0999755859375, + 865.5, + 862.9000244140625, + 881.0, + 886.699951171875, + 891.0999755859375, + 876.5, + 846.300048828125, + 868.0, + 861.9000244140625, + 866.199951171875, + 861.5999755859375, + 846.300048828125, + 867.5, + 870.300048828125, + 875.699951171875, + 870.4000244140625, + 868.199951171875, + 854.9000244140625, + 868.4000244140625, + 849.4000244140625, + 826.5999755859375, + 847.199951171875, + 852.199951171875, + 872.300048828125, + 869.5, + 852.800048828125, + 827.5999755859375, + 820.0, + 787.7999877929688, + 795.0, + 801.2000122070312, + 813.7000122070312, + 837.0999755859375, + 863.5999755859375, + 862.5, + 866.5, + 855.5, + 833.800048828125, + 842.300048828125, + 830.9000244140625, + 830.199951171875, + 828.0999755859375, + 833.800048828125, + 834.0, + 828.2000122070312, + 822.2999877929688, + 817.0, + 821.7999877929688, + 822.7999877929688, + 827.0999755859375, + 810.5, + 820.9000244140625, + 832.0, + 830.300048828125, + 824.9000244140625, + 834.300048828125, + 818.5, + 806.4000244140625, + 798.5, + 797.2999877929688, + 805.7999877929688, + 799.0999755859375, + 799.2000122070312, + 816.0, + 821.4000244140625, + 823.9000244140625, + 817.9000244140625, + 819.0, + 816.2000122070312, + 811.5999755859375, + 817.5, + 835.0, + 843.4000244140625, + 850.5999755859375, + 855.800048828125, + 870.699951171875, + 880.699951171875, + 898.5, + 887.5, + 911.300048828125, + 916.0 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 0.00010063476656796411, + 0.0004897349863313138, + -5.8055517001776025e-05, + -1.086241718439851e-05, + 5.296920448927267e-07, + 5.128148131916532e-06, + 7.584808827232337e-06, + 8.579413588449825e-06, + 8.929660907597281e-06, + 8.964216249296442e-06, + 8.839457223075442e-06, + 8.63048990140669e-06, + 8.396848897973541e-06, + 8.137750228343066e-06, + 7.854127943573985e-06, + 7.58833994041197e-06, + 7.330040716624353e-06, + 7.079984698066255e-06, + 6.848190878372407e-06, + 6.641531854256755e-06, + 6.4591868067509495e-06, + 6.2869262364984024e-06, + 6.123134426161414e-06, + 5.9686631175281946e-06, + 5.821156719321152e-06, + 5.680798039975343e-06, + 5.547206910705427e-06, + 5.417185093392618e-06, + 5.294493348628748e-06, + 5.179254458198557e-06, + 5.071058239991544e-06, + 4.9657837735139765e-06, + 4.866555173066445e-06, + 4.774177796207368e-06, + 4.686486590799177e-06, + 4.602319677360356e-06, + 4.521420123637654e-06, + 4.444498699740507e-06, + 4.3712179831345566e-06, + 4.298652584111551e-06, + 4.22950643041986e-06, + 4.1607149796618614e-06, + 4.095237272849772e-06, + 4.031403477711137e-06, + 3.968374585383572e-06, + 3.909082806785591e-06, + 3.851177098113112e-06, + 3.797039653363754e-06, + 3.7438464914885117e-06, + 3.6922394883731613e-06, + 3.643113359430572e-06, + 3.5950445180787938e-06, + 3.5495656902639894e-06, + 3.50592085851531e-06, + 3.463477469267673e-06, + 3.421921746848966e-06, + 3.3812304991442943e-06, + 3.3414039535273332e-06, + 3.3021372018993134e-06, + 3.263813141529681e-06, + 3.226640274078818e-06, + 3.1897805001790402e-06, + 3.15329657496477e-06, + 3.1174017749435734e-06, + 3.08109065372264e-06, + 3.0440796763286926e-06, + 3.007671466548345e-06, + 2.972428092107293e-06, + 2.938262241514167e-06, + 2.905508836192894e-06, + 2.8750114324793685e-06, + 2.8459171517170034e-06, + 2.8182428195577813e-06, + 2.791330189211294e-06, + 2.7647317892842693e-06, + 2.7384294298826717e-06, + 2.7122641768073663e-06, + 2.687038204385317e-06, + 2.6621107735991245e-06, + 2.6376503683422925e-06, + 2.6134673589695012e-06, + 2.5904846552293748e-06, + 2.5678473321022466e-06, + 2.545668849052163e-06, + 2.5238323360099457e-06, + 2.5023200578289106e-06, + 2.4812695755827008e-06, + 2.4600212782388553e-06, + 2.4391467832174385e-06, + 2.418684289295925e-06, + 2.3985585357877426e-06, + 2.3791669718775665e-06, + 2.3604729904036503e-06, + 2.342044126635301e-06, + 2.3242791939992458e-06, + 2.307134082002449e-06, + 2.290413249284029e-06, + 2.2738163352187257e-06, + 2.257652568005142e-06, + 2.2417975742428098e-06, + 2.2254525902098976e-06, + 2.2092431208875496e-06, + 2.193140062445309e-06, + 2.1769797058368567e-06, + 2.160981694032671e-06, + 2.1458604351209942e-06, + 2.1309042494976893e-06, + 2.116431005561026e-06, + 2.102440930684679e-06, + 2.0886041056655813e-06, + 2.074830263154581e-06, + 2.061170789602329e-06, + 2.0477393718465464e-06, + 2.034377303061774e-06, + 2.021559112108662e-06, + 2.009017180171213e-06, + 1.996745368160191e-06, + 1.9845442693622317e-06, + 1.9723599962162552e-06, + 1.9599835923145292e-06, + 1.947739974639262e-06, + 1.9353469724592287e-06, + 1.9230124053137843e-06, + 1.9109520508209243e-06, + 1.8991437400472932e-06, + 1.8874263787438395e-06, + 1.87586647371063e-06, + 1.864573505372391e-06, + 1.8534935861680424e-06, + 1.8425987491355045e-06, + 1.8319176433578832e-06, + 1.8214103647551383e-06, + 1.8111146573573933e-06, + 1.801125335987308e-06, + 1.7913498595589772e-06, + 1.7815284536482068e-06, + 1.7718564322422026e-06, + 1.7622381847104407e-06, + 1.7527368072478566e-06, + 1.7432076901968685e-06, + 1.7337744111500797e-06, + 1.7245286016986938e-06, + 1.715313828754006e-06, + 1.7064053281501401e-06, + 1.6974504433164839e-06, + 1.688675524746941e-06, + 1.6800674984551733e-06, + 1.6715914625820005e-06, + 1.6631719290671754e-06, + 1.6547172663194942e-06, + 1.6463991414639167e-06, + 1.638192202335631e-06, + 1.6301174809996155e-06, + 1.6221823671003222e-06, + 1.6143621905939654e-06, + 1.6068108834588202e-06, + 1.599136226104747e-06, + 1.5914858977339463e-06, + 1.5838119225008995e-06, + 1.5761436316097388e-06, + 1.568521952322044e-06, + 1.560609916850808e-06, + 1.5526692322964664e-06, + 1.544843598821899e-06, + 1.5372193047369365e-06, + 1.5297578102035914e-06, + 1.5223995433188975e-06, + 1.5154266748140799e-06, + 1.508583750364778e-06, + 1.5018791827969835e-06, + 1.4952000810808386e-06, + 1.488500856794417e-06, + 1.481820504523057e-06, + 1.4750625041415333e-06, + 1.4682938171972637e-06, + 1.4616042562920484e-06, + 1.4549993920809356e-06, + 1.4484693338090437e-06, + 1.442049892830255e-06, + 1.4356328392750584e-06, + 1.4292469359133975e-06, + 1.4228201052901568e-06, + 1.4164940012051375e-06, + 1.410165509696526e-06, + 1.4039194411452627e-06, + 1.3978279866933008e-06, + 1.391912519466132e-06, + 1.3861089200872811e-06, + 1.3802758758174605e-06, + 1.3744520401814952e-06, + 1.368637981613574e-06, + 1.3628520036945702e-06, + 1.3570630699177855e-06, + 1.3513266594600282e-06, + 1.3457446357278968e-06, + 1.340285734841018e-06, + 1.3347882941161515e-06, + 1.3293180245455005e-06, + 1.3238650353741832e-06, + 1.318490376434056e-06, + 1.3130921843185206e-06, + 1.3076992217975203e-06, + 1.3024064173805527e-06, + 1.2972238891961752e-06, + 1.2921171901325579e-06, + 1.2870667660536128e-06, + 1.2821861901102238e-06, + 1.2773701882906607e-06, + 1.2725668057100847e-06, + 1.267759671463864e-06, + 1.2629878938241745e-06, + 1.2582742101585609e-06, + 1.253462642125669e-06, + 1.2486915466070059e-06, + 1.2439417105269968e-06, + 1.2392288226692472e-06, + 1.2346123412498855e-06, + 1.2300270100240596e-06, + 1.2255063666088972e-06, + 1.2210529121148284e-06, + 1.216628220390703e-06, + 1.2122450243623462e-06, + 1.207867626362713e-06, + 1.203483293465979e-06, + 1.199153984998702e-06, + 1.1949591680604499e-06, + 1.1908239230251638e-06, + 1.186809072351025e-06, + 1.1828919923573267e-06, + 1.1789702512032818e-06, + 1.1750634030249785e-06, + 1.1711547358572716e-06, + 1.1672241271298844e-06, + 1.1632670293693081e-06, + 1.1592793498493847e-06, + 1.1552111800483544e-06, + 1.1510583135532215e-06, + 1.1468694083305309e-06, + 1.14257522909611e-06, + 1.138241486842162e-06, + 1.134029389504576e-06, + 1.1299520110696903e-06, + 1.1256331617914839e-06, + 1.1213946891075466e-06, + 1.1173270877407049e-06, + 1.1132510735478718e-06, + 1.109041818381229e-06, + 1.1049410204577725e-06, + 1.1009050240318174e-06, + 1.0968468586725066e-06, + 1.092832349058881e-06, + 1.088774638446921e-06, + 1.0847812745851115e-06, + 1.080846345757891e-06, + 1.0768460469989805e-06, + 1.0727047765612951e-06, + 1.0683316986614955e-06, + 1.0640183063514996e-06, + 1.0594498007776565e-06, + 1.0548353657213738e-06, + 1.05026390428975e-06, + 1.0456153631821508e-06, + 1.0409901278762845e-06, + 1.0363426099502249e-06, + 1.0318158274458256e-06, + 1.0273033694829792e-06, + 1.0227947768726153e-06, + 1.0182405958403251e-06, + 1.0136212722500204e-06, + 1.0090462865264271e-06, + 1.004465957521461e-06, + 9.998707355407532e-07, + 9.95350433186104e-07, + 9.908587799145607e-07, + 9.86355075838219e-07, + 9.817753152674413e-07, + 9.771687246029614e-07, + 9.725516747494112e-07, + 9.680090897745686e-07, + 9.635715514377807e-07, + 9.593404683982953e-07, + 9.551602033752715e-07, + 9.509416827313544e-07, + 9.466936603530485e-07, + 9.424800850865722e-07, + 9.381543577546836e-07, + 9.337969117950706e-07, + 9.295858944824431e-07, + 9.254603696717822e-07, + 9.213425187226676e-07, + 9.172423460768186e-07, + 9.132893978858192e-07, + 9.093507742363727e-07, + 9.055104897015553e-07, + 9.016998205879645e-07, + 8.979630479188927e-07, + 8.943768534663832e-07, + 8.908503446036775e-07, + 8.872859211805917e-07, + 8.838748044581735e-07, + 8.804312301435857e-07, + 8.769756618676183e-07, + 8.734631364859524e-07, + 8.700556008989224e-07, + 8.667502129355853e-07, + 8.633371066935069e-07, + 8.599750458415656e-07, + 8.566801170672989e-07, + 8.534237849744386e-07, + 8.501228307977726e-07, + 8.468317673759884e-07, + 8.435662834926916e-07, + 8.403254696531803e-07, + 8.372030038117373e-07, + 8.341299917447031e-07, + 8.310565249303181e-07, + 8.279296821456228e-07, + 8.248658218690252e-07, + 8.218636935453105e-07, + 8.188180800061673e-07, + 8.158187938533956e-07, + 8.128466788548394e-07, + 8.099033834696456e-07, + 8.070096555456985e-07, + 8.04153614808456e-07, + 8.01321505150554e-07, + 7.984764351931517e-07, + 7.956871854730707e-07, + 7.929871799206012e-07, + 7.90307069564733e-07, + 7.875897836129298e-07, + 7.848873337934492e-07, + 7.82233769314189e-07, + 7.796183467689843e-07, + 7.769783678668318e-07, + 7.743548167127301e-07, + 7.717276275798213e-07, + 7.69180644510925e-07, + 7.666272381356976e-07, + 7.640566650479741e-07, + 7.614870582983713e-07, + 7.589528649987187e-07, + 7.564647717117623e-07, + 7.53951724163926e-07, + 7.514884146075929e-07, + 7.49025389268354e-07, + 7.466350666618382e-07, + 7.442852734129701e-07, + 7.419316716550384e-07, + 7.396019441330282e-07, + 7.372536288130505e-07, + 7.349546535806439e-07, + 7.326367494897568e-07, + 7.30283545635757e-07, + 7.280077056748269e-07, + 7.257547167682787e-07, + 7.235374823721941e-07, + 7.21353501376143e-07, + 7.191841859821579e-07, + 7.170376647991361e-07, + 7.148445320126484e-07, + 7.126831746973039e-07, + 7.104891892595333e-07, + 7.083017976583506e-07, + 7.061083806547686e-07, + 7.039977845124668e-07, + 7.01949261383561e-07, + 6.999094921411597e-07, + 6.979647650950938e-07, + 6.960186169635563e-07, + 6.94122206823522e-07, + 6.922060151737242e-07, + 6.902986910972686e-07, + 6.883986429784272e-07, + 6.864594297439908e-07, + 6.845123721177515e-07, + 6.82518475514371e-07, + 6.805543648624734e-07, + 6.786044650652912e-07, + 6.766735509700084e-07, + 6.747615657332062e-07, + 6.728557195856411e-07, + 6.709335593768628e-07, + 6.690499390060722e-07, + 6.672004246865981e-07, + 6.654033768427325e-07, + 6.636084322053648e-07, + 6.618624865950551e-07, + 6.602165854019404e-07, + 6.585643177459133e-07, + 6.569011929968838e-07, + 6.552020295202965e-07, + 6.535320267175848e-07, + 6.518801001220709e-07, + 6.501841767203587e-07, + 6.485147991952545e-07, + 6.468671358561551e-07, + 6.4525119114478e-07, + 6.436340527216089e-07, + 6.419933242796105e-07, + 6.403308248081885e-07, + 6.386823088178062e-07, + 6.370567007252248e-07, + 6.354483161885582e-07, + 6.33818160622468e-07, + 6.321906766970642e-07, + 6.306014483925537e-07, + 6.290181318036048e-07, + 6.274142378970282e-07, + 6.25815516741568e-07, + 6.242092354113993e-07, + 6.225960760275484e-07, + 6.210017318153405e-07, + 6.194158572725428e-07, + 6.1780878013451e-07, + 6.162235308693198e-07, + 6.146228770376183e-07, + 6.130469500931213e-07, + 6.114912025623198e-07, + 6.099856477703725e-07, + 6.084920869398047e-07, + 6.070171707506233e-07, + 6.055956305317522e-07, + 6.042191103006189e-07, + 6.028964207871468e-07, + 6.015587246110954e-07, + 6.002454711051541e-07, + 5.989387545923819e-07, + 5.976064585411223e-07, + 5.962603495390795e-07, + 5.94881441884354e-07, + 5.934983846600517e-07, + 5.921176011725038e-07, + 5.907065769861219e-07, + 5.892918579775142e-07, + 5.879202262804029e-07, + 5.865592243026185e-07, + 5.852129447703192e-07, + 5.838998049512156e-07, + 5.82620600653172e-07, + 5.813742518512299e-07, + 5.80140522288275e-07, + 5.789097485831007e-07, + 5.776785769739945e-07, + 5.764407546848815e-07, + 5.75196224872343e-07, + 5.739398716286814e-07, + 5.726790277549298e-07, + 5.71407667848689e-07, + 5.701604095520452e-07, + 5.689337854164478e-07, + 5.677493390976451e-07, + 5.665783646691125e-07, + 5.654146093547752e-07, + 5.642841642838903e-07, + 5.631508201986435e-07, + 5.620233878289582e-07, + 5.608602577922284e-07, + 5.597054268946522e-07, + 5.585524149864796e-07, + 5.573949124482169e-07, + 5.562368983191845e-07, + 5.550636501538975e-07, + 5.538931873161346e-07, + 5.527255666493147e-07, + 5.515672114597692e-07, + 5.504074351847521e-07, + 5.492675541063363e-07, + 5.481173843691067e-07, + 5.469631219057192e-07, + 5.458353484755207e-07, + 5.447271291814104e-07, + 5.436154992821685e-07, + 5.424931828201807e-07, + 5.413984354163404e-07, + 5.403140903581516e-07, + 5.392245157054276e-07, + 5.381327810027869e-07, + 5.370544045035786e-07, + 5.36002232820465e-07, + 5.349608045435161e-07, + 5.339240374269139e-07, + 5.328962515704916e-07, + 5.318543685461918e-07, + 5.30809245447017e-07, + 5.29763781287329e-07, + 5.287024578137789e-07, + 5.27628799318336e-07, + 5.265604272608471e-07, + 5.255104156276502e-07, + 5.244864951237105e-07, + 5.234591071712202e-07, + 5.22437005656684e-07, + 5.214077987147903e-07, + 5.203787054597342e-07, + 5.193626293475972e-07, + 5.183393909646838e-07, + 5.173202453079284e-07, + 5.163198011359782e-07, + 5.153196980245411e-07, + 5.143234602655866e-07, + 5.133142622071318e-07, + 5.123135338180873e-07, + 5.113176939630648e-07, + 5.103291869090754e-07, + 5.093724553262291e-07, + 5.084216923023632e-07, + 5.074880959909933e-07, + 5.065936079517996e-07, + 5.056996315033757e-07, + 5.048389652984042e-07, + 5.039555048824695e-07, + 5.03074033986195e-07, + 5.022187679060153e-07, + 5.013769737161056e-07, + 5.005399543733802e-07, + 4.996955453862029e-07, + 4.988385171600385e-07, + 4.980007588528679e-07, + 4.971483917870501e-07, + 4.96320240017667e-07, + 4.954829364578472e-07, + 4.946585931975278e-07, + 4.938448796565353e-07, + 4.930153068016807e-07, + 4.922025595988089e-07, + 4.913845828014018e-07, + 4.905676860289532e-07, + 4.897531766800967e-07, + 4.889386673312401e-07, + 4.881115387433965e-07, + 4.873024295193318e-07, + 4.865135565523815e-07, + 4.857441808781005e-07, + 4.849738957091176e-07, + 4.842204930355365e-07, + 4.834670335185365e-07, + 4.827337534152321e-07, + 4.820059302801383e-07, + 4.812806650988932e-07, + 4.805500566362753e-07, + 4.7981632178562e-07, + 4.790998673342983e-07, + 4.783729536939063e-07, + 4.776721880261903e-07, + 4.769733550347155e-07, + 4.762728167406749e-07, + 4.7559868221469515e-07, + 4.749269919557264e-07, + 4.7427491267626465e-07, + 4.7362766508740606e-07, + 4.729892282284709e-07, + 4.7235707256731985e-07, + 4.71710336569231e-07, + 4.710688017439679e-07, + 4.704348839368322e-07, + 4.697745623616356e-07, + 4.6911563345020113e-07, + 4.684597456616757e-07, + 4.6779655349382665e-07, + 4.671455258176138e-07, + 4.664864547976322e-07, + 4.6584656843151606e-07, + 4.652127358895086e-07, + 4.645817455184442e-07, + 4.639518635940476e-07, + 4.6331717840075726e-07, + 4.6268337428045925e-07, + 4.620472964234068e-07, + 4.6141673237798386e-07, + 4.608003791872761e-07, + 4.6020454647077713e-07, + 4.596245730681403e-07, + 4.590458502207184e-07, + 4.584809119023703e-07, + 4.579167693918862e-07, + 4.5734068976344133e-07, + 4.567692997170525e-07, + 4.5620109290211985e-07, + 4.556436010716425e-07, + 4.550856544938142e-07, + 4.5452415520230716e-07, + 4.539731150998705e-07, + 4.5341576537794026e-07, + 4.5283513827598654e-07, + 4.5223876554700837e-07, + 4.5165785422796034e-07, + 4.510826272507984e-07, + 4.5050106223243347e-07, + 4.4990761693952663e-07, + 4.493369942792924e-07, + 4.487606872771721e-07, + 4.4819032041232276e-07, + 4.47609096454471e-07, + 4.470352052976523e-07, + 4.464763776468317e-07, + 4.4593153347705083e-07, + 4.453989674857439e-07, + 4.4485548755801574e-07, + 4.4433022594603244e-07, + 4.4383617137100373e-07, + 4.433406957105035e-07, + 4.428475222084671e-07, + 4.4235687823857006e-07, + 4.418683090534614e-07, + 4.4138590737929917e-07, + 4.408881295603351e-07, + 4.403773061767424e-07, + 4.398558530738228e-07, + 4.393371284550085e-07, + 4.3882315026166907e-07, + 4.383220186809922e-07, + 4.3782074499176815e-07, + 4.373308399863163e-07, + 4.368339148186351e-07, + 4.3635478164105734e-07, + 4.358908824997343e-07, + 4.354208726908837e-07, + 4.3493568568919727e-07, + 4.344495039276808e-07, + 4.3395775151111593e-07, + 4.334745256073802e-07, + 4.3298032892380434e-07, + 4.324712108427775e-07, + 4.3196394017286366e-07, + 4.31451070426192e-07, + 4.3094985358038684e-07, + 4.304681056055415e-07, + 4.2998485128009634e-07, + 4.2951043610628403e-07, + 4.29055916129073e-07, + 4.2860520466092566e-07, + 4.281395149519085e-07, + 4.276664355984394e-07, + 4.271974205494189e-07, + 4.2671436517593975e-07, + 4.2621556417543616e-07, + 4.2571841163407953e-07, + 4.252344467658986e-07, + 4.2475969053157314e-07, + 4.2428914071024337e-07, + 4.238126791733521e-07, + 4.233693005062378e-07, + 4.2291722479603777e-07, + 4.224536667152279e-07, + 4.219930076487799e-07, + 4.215283126995928e-07, + 4.210546364902257e-07, + 4.2058402982547705e-07, + 4.2012035805782943e-07, + 4.1966626440625987e-07, + 4.192133076230675e-07, + 4.1875679812619637e-07, + 4.1830423924693605e-07, + 4.17860547941018e-07, + 4.174195851192053e-07, + 4.169757517047401e-07, + 4.165332825323276e-07, + 4.160983451129141e-07, + 4.1566855202290753e-07, + 4.152347514718713e-07, + 4.1480211621092167e-07, + 4.143764158470731e-07, + 4.139340887832077e-07, + 4.134850257742073e-07, + 4.130420165893156e-07, + 4.1258019223278097e-07, + 4.1212041423932533e-07, + 4.11656429832874e-07, + 4.111979023946333e-07, + 4.1073906231758883e-07, + 4.1028840769286035e-07, + 4.0983269400385325e-07, + 4.0939531231742876e-07, + 4.0895454844758206e-07, + 4.085109424067923e-07, + 4.0807751133797865e-07, + 4.0764749087429664e-07, + 4.072145713962527e-07, + 4.0678065715837874e-07, + 4.0635495679453015e-07, + 4.0592746586298745e-07, + 4.054972464473394e-07, + 4.050775714858901e-07, + 4.0464922790306446e-07, + 4.0422125380246143e-07, + 4.037985092963936e-07, + 4.033798859381932e-07, + 4.0295759617947624e-07, + 4.0253499378195556e-07, + 4.0211395457845356e-07, + 4.01693341700593e-07, + 4.012709950984572e-07, + 4.00853508608634e-07, + 4.004464813078812e-07, + 4.0003754975259653e-07, + 3.996292150532099e-07, + 3.9922457517604926e-07, + 3.9882868918539316e-07, + 3.984231113918213e-07, + 3.9801577145226474e-07, + 3.9761746961630706e-07, + 3.972282343056577e-07, + 3.9684334751655115e-07, + 3.964458130667481e-07, + 3.960448680118134e-07, + 3.956446903430333e-07, + 3.952353608838166e-07, + 3.948026119360293e-07, + 3.943669355521706e-07, + 3.9393975725943164e-07, + 3.935195422855031e-07, + 3.931009189273027e-07, + 3.9269872331715305e-07, + 3.9231068171829975e-07, + 3.9193471934595436e-07, + 3.9156020648078993e-07, + 3.911870294359687e-07, + 3.9082931380107766e-07, + 3.9046940969456045e-07, + 3.9009867691675026e-07, + 3.8972763150013634e-07, + 3.893572966262582e-07, + 3.889722961503139e-07, + 3.885919284130068e-07, + 3.8821073644612625e-07, + 3.878385541611351e-07, + 3.8746327390981605e-07, + 3.870939053740585e-07, + 3.8672803270856093e-07, + 3.8636329691144056e-07, + 3.8599816321038816e-07, + 3.856225987419748e-07, + 3.852499901313422e-07, + 3.848743972412194e-07, + 3.844988043510966e-07, + 3.8412809999499586e-07, + 3.8376575162146764e-07, + 3.8340735386555025e-07, + 3.8304577287817665e-07, + 3.8267054947027646e-07, + 3.8229589449656487e-07, + 3.8192234796952107e-07, + 3.81553206807439e-07, + 3.811854867308284e-07, + 3.808177950759273e-07, + 3.8046215422582463e-07, + 3.801168304562452e-07, + 3.797771910285519e-07, + 3.794347662733344e-07, + 3.790823370763974e-07, + 3.787274920341588e-07, + 3.7837165223209013e-07, + 3.7801933672199084e-07, + 3.77671540263691e-07, + 3.7731282986896986e-07, + 3.7695659216296917e-07, + 3.766084830658656e-07, + 3.762543201446533e-07, + 3.758938476039475e-07, + 3.755340287625586e-07, + 3.751621591163712e-07, + 3.7479756542779796e-07, + 3.744353591628169e-07, + 3.7407187392091146e-07, + 3.737130498393526e-07, + 3.7335050251385837e-07, + 3.7299130895007693e-07, + 3.726414945504075e-07, + 3.7229509075586975e-07, + 3.7193825619397103e-07, + 3.715776699664275e-07, + 3.712175669079443e-07, + 3.708678661951126e-07, + 3.705138738041569e-07, + 3.7015914244875603e-07, + 3.6981171547267877e-07, + 3.694687791266915e-07, + 3.6913135659233376e-07, + 3.6880726383969886e-07, + 3.684795331082569e-07, + 3.6815038129134336e-07, + 3.678229347769957e-07, + 3.6749366927324445e-07, + 3.671633805879537e-07, + 3.668403678602772e-07, + 3.6652164681072463e-07, + 3.6620596688408114e-07, + 3.658946354789805e-07, + 3.6559228533405985e-07, + 3.652966711342742e-07, + 3.650041549008165e-07, + 3.647009236829035e-07, + 3.644012167569599e-07, + 3.6409463177733414e-07, + 3.6378364143274666e-07, + 3.6347654486235115e-07, + 3.6316433238425816e-07, + 3.628519493759086e-07, + 3.6253848634260066e-07, + 3.6223326560502755e-07, + 3.6193245023241616e-07, + 3.616243589021906e-07, + 3.613167223193159e-07, + 3.6101093314755417e-07, + 3.607087535328901e-07, + 3.604052949413017e-07, + 3.6010163739774725e-07, + 3.5979400081487256e-07, + 3.594849147248169e-07, + 3.591688653159508e-07, + 3.588558001865749e-07, + 3.585389833915542e-07, + 3.582196370643942e-07, + 3.579160363642586e-07, + 3.5761181038651557e-07, + 3.5731761727220146e-07, + 3.570233104710496e-07, + 3.5673309639605577e-07, + 3.5644626450448413e-07, + 3.5615946103462193e-07, + 3.558667458491982e-07, + 3.555780097030947e-07, + 3.552905241122062e-07, + 3.550072165126039e-07, + 3.547241362866771e-07, + 3.544325011262117e-07, + 3.541453850175458e-07, + 3.5386611330068263e-07, + 3.535756434303039e-07, + 3.5328460512573656e-07, + 3.529927141698863e-07, + 3.5269658837933093e-07, + 3.524000362631341e-07, + 3.521006988194131e-07, + 3.517993434343225e-07, + 3.5149443533555313e-07, + 3.51188617742082e-07, + 3.508777126626228e-07, + 3.50573174046076e-07, + 3.5027835565415444e-07, + 3.4998248565898393e-07, + 3.496790270673955e-07, + 3.493880171845376e-07, + 3.491023221613432e-07, + 3.488194693090918e-07, + 3.4853553643188206e-07, + 3.4825114880732144e-07, + 3.4796482850651955e-07, + 3.476853578376904e-07, + 3.474012828519335e-07, + 3.47116838383954e-07, + 3.468364013770042e-07, + 3.46553889585266e-07, + 3.4627171885404096e-07, + 3.45984005889477e-07, + 3.4568699902592925e-07, + 3.4538803106443083e-07, + 3.450909957791737e-07, + 3.447856329330534e-07, + 3.444829417276196e-07, + 3.441780052071408e-07, + 3.4388477843094734e-07, + 3.436013287227979e-07, + 3.433188169310597e-07, + 3.430369019952195e-07, + 3.427613819440012e-07, + 3.4248662927893747e-07, + 3.4221420719404705e-07, + 3.4194957265754056e-07, + 3.4168266438427963e-07, + 3.4142055937991245e-07, + 3.411597901958885e-07, + 3.4089811151716276e-07, + 3.4062597364936664e-07, + 3.403519315270387e-07, + 3.4007371141342446e-07, + 3.3979600289058e-07, + 3.395099668068724e-07, + 3.392209180219652e-07, + 3.389342282389407e-07, + 3.386513469649799e-07, + 3.3837301316452795e-07, + 3.3809772048698505e-07, + 3.3782652053560014e-07, + 3.3756401762730093e-07, + 3.3730350423866184e-07, + 3.370508068201161e-07, + 3.367957503996877e-07, + 3.365376812780596e-07, + 3.362782479143789e-07, + 3.3601543236727593e-07, + 3.3575153679521463e-07, + 3.35485111691014e-07, + 3.35216810753991e-07, + 3.3494529816380236e-07, + 3.346750645505381e-07, + 3.3440002766838006e-07, + 3.3412302968827134e-07, + 3.3384924336132826e-07, + 3.3356488415847707e-07, + 3.3328637982776854e-07, + 3.330225410991261e-07, + 3.32759583443476e-07, + 3.3250395858885895e-07, + 3.322497548197134e-07, + 3.31997540570228e-07, + 3.3174919167322514e-07, + 3.3150149647553917e-07, + 3.312479179840011e-07, + 3.309987732791342e-07, + 3.307488327664032e-07, + 3.3050207548512844e-07, + 3.3025136758624285e-07, + 3.300015407603496e-07, + 3.297481327990681e-07, + 3.2948969419521745e-07, + 3.292200290161418e-07, + 3.289488859081757e-07, + 3.2867910704226233e-07, + 3.2840418384694203e-07, + 3.2812803851811623e-07, + 3.278510405380075e-07, + 3.2757915846559627e-07, + 3.2731711030464794e-07, + 3.270488662110438e-07, + 3.267830095410318e-07, + 3.2651635706315574e-07, + 3.262515804181021e-07, + 3.259920049458742e-07, + 3.257264040712471e-07, + 3.2546049055781623e-07, + 3.2519344017600815e-07, + 3.2492849300069793e-07, + 3.246647395371838e-07, + 3.244055335471785e-07, + 3.241426895783661e-07, + 3.2388612680733786e-07, + 3.236368399939238e-07, + 3.2338181199520477e-07, + 3.2312576081494626e-07, + 3.228641389796394e-07, + 3.226038813863852e-07, + 3.223490523396322e-07, + 3.221022097932291e-07, + 3.218580957309314e-07, + 3.216239292669343e-07, + 3.2138805750037136e-07, + 3.2115070780491806e-07, + 3.2091008961288026e-07, + 3.206629628493829e-07, + 3.2040847486314306e-07, + 3.2015478268476727e-07, + 3.199003799636557e-07, + 3.1964967206477013e-07, + 3.194057569544384e-07, + 3.191597954810277e-07, + 3.189175856732618e-07, + 3.186760295648128e-07, + 3.1843549663790327e-07, + 3.181937131557788e-07, + 3.1795229915587697e-07, + 3.177130167841824e-07, + 3.1747580919727625e-07, + 3.1724053428661136e-07, + 3.1700429303782585e-07, + 3.167681370541686e-07, + 3.165311568409379e-07, + 3.1629934937882354e-07, + 3.16064955541151e-07, + 3.158278047976637e-07, + 3.155915635488782e-07, + 3.1535725497633393e-07, + 3.1512067266703525e-07, + 3.1488895047004917e-07, + 3.146610652038362e-07, + 3.144357663131814e-07, + 3.142111779652623e-07, + 3.139845432542643e-07, + 3.1376018228002067e-07, + 3.1353616236629023e-07, + 3.1330782235272636e-07, + 3.130783454707853e-07, + 3.1284855595004046e-07, + 3.1262081279237464e-07, + 3.123931548998371e-07, + 3.121666622973862e-07, + 3.1194178973237285e-07, + 3.1171566661214456e-07, + 3.114850812835357e-07, + 3.11252591700395e-07, + 3.110185389232356e-07, + 3.107834345428273e-07, + 3.105446921836119e-07, + 3.1030361924422323e-07, + 3.1005814093987283e-07, + 3.098161016623635e-07, + 3.0956803698245494e-07, + 3.093191480729729e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.007867601700127125, + 0.04044875130057335, + -0.00529015576466918, + -0.001304425997659564, + -0.0003186996327713132, + 9.508627408649772e-05, + 0.0003304251586087048, + 0.00044220825657248497, + 0.000493696250487119, + 0.0005142532754689455, + 0.0005191060481593013, + 0.0005149028147570789, + 0.0005062107229605317, + 0.0004945107502862811, + 0.0004804074706044048, + 0.0004664019506890327, + 0.000452779553597793, + 0.0004390958056319505, + 0.0004260650312062353, + 0.00041420874185860157, + 0.00040358229307457805, + 0.0003934193809982389, + 0.00038366063381545246, + 0.00037438326398842037, + 0.0003656012413557619, + 0.00035717940772883594, + 0.00034911089460365474, + 0.000341213948559016, + 0.0003337263478897512, + 0.0003266642743255943, + 0.0003200098581146449, + 0.00031351461075246334, + 0.000307375390548259, + 0.00030169542878866196, + 0.00029628726770170033, + 0.000291082396870479, + 0.00028606754494830966, + 0.00028128898702561855, + 0.00027672777650877833, + 0.0002722030912991613, + 0.00026788475224748254, + 0.00026360811898484826, + 0.0002595303230918944, + 0.00025554842432029545, + 0.0002516109379939735, + 0.0002479019167367369, + 0.0002442750264890492, + 0.0002408802101854235, + 0.00023754108406137675, + 0.0002342983498238027, + 0.00023122219135984778, + 0.00022820891172159463, + 0.00022535506286658347, + 0.00022261367121245712, + 0.0002199453883804381, + 0.00021733071480412036, + 0.0002147684572264552, + 0.00021225883392617106, + 0.00020979135297238827, + 0.00020738116290885955, + 0.00020504160784184933, + 0.00020272006804589182, + 0.00020042066171299666, + 0.00019815693667624146, + 0.00019586557755246758, + 0.00019352874369360507, + 0.00019122872618027031, + 0.00018900740542449057, + 0.00018685268878471106, + 0.00018478588026482612, + 0.00018286038539372385, + 0.00018102249305229634, + 0.00017927346925716847, + 0.00017757178284227848, + 0.00017588921764399856, + 0.00017422865494154394, + 0.0001725759357213974, + 0.00017098178796004504, + 0.0001694058155408129, + 0.00016785869956947863, + 0.00016632850747555494, + 0.00016487370885442942, + 0.000163440199685283, + 0.00016203528502956033, + 0.000160654351930134, + 0.000159293384058401, + 0.00015796112711541355, + 0.00015661586076021194, + 0.0001552938047097996, + 0.00015399740368593484, + 0.00015272194286808372, + 0.0001514926116215065, + 0.00015030927897896618, + 0.00014914233179297298, + 0.00014801706129219383, + 0.0001469307317165658, + 0.0001458709448343143, + 0.0001448187103960663, + 0.00014379362983163446, + 0.0001427878742106259, + 0.00014175078831613064, + 0.00014072364137973636, + 0.00013970292638987303, + 0.0001386783114867285, + 0.0001376637228531763, + 0.00013670450425706804, + 0.0001357555011054501, + 0.0001348369405604899, + 0.00013394882262218744, + 0.0001330714876530692, + 0.0001321979216299951, + 0.00013133139873389155, + 0.00013047915126662701, + 0.00012963110930286348, + 0.00012881739530712366, + 0.0001280210562981665, + 0.0001272417139261961, + 0.0001264666934730485, + 0.00012569357932079583, + 0.0001249080669367686, + 0.00012413086369633675, + 0.00012334398343227804, + 0.00012256066838745028, + 0.0001217946337419562, + 0.00012104445340810344, + 0.00012029992649331689, + 0.00011956526577705517, + 0.00011884825653396547, + 0.00011814464960480109, + 0.00011745266237994656, + 0.00011677412840072066, + 0.00011610653018578887, + 0.00011545225424924865, + 0.0001148173469118774, + 0.00011419592919992283, + 0.00011357213952578604, + 0.00011295772856101394, + 0.00011234662815695629, + 0.00011174286191817373, + 0.00011113722575828433, + 0.00011053759953938425, + 0.0001099497894756496, + 0.00010936386388493702, + 0.00010879733599722385, + 0.00010822831973200664, + 0.00010767064668470994, + 0.00010712351649999619, + 0.0001065846809069626, + 0.00010604936687741429, + 0.00010551174636930227, + 0.00010498273331904784, + 0.00010446071974001825, + 0.00010394751006970182, + 0.00010344308975618333, + 0.00010294590902049094, + 0.00010246574674965814, + 0.00010197769006481394, + 0.00010149111767532304, + 0.00010100297367898747, + 0.0001005151352728717, + 0.00010003019997384399, + 9.952714026439935e-05, + 9.902219608193263e-05, + 9.852450602920726e-05, + 9.803955617826432e-05, + 9.756490180734545e-05, + 9.709676669444889e-05, + 9.66530860750936e-05, + 9.621763456379995e-05, + 9.579125617165118e-05, + 9.536646393826231e-05, + 9.494032565271482e-05, + 9.451534424442798e-05, + 9.408537152921781e-05, + 9.365467121824622e-05, + 9.322896221419796e-05, + 9.280859376303852e-05, + 9.239294740837067e-05, + 9.198459156323224e-05, + 9.157634485745803e-05, + 9.117003355640918e-05, + 9.076107380678877e-05, + 9.035848779603839e-05, + 8.995569805847481e-05, + 8.955811063060537e-05, + 8.917033846955746e-05, + 8.879398228600621e-05, + 8.842471288517118e-05, + 8.805351535556838e-05, + 8.768287079874426e-05, + 8.731281559448689e-05, + 8.694450662005693e-05, + 8.657597936689854e-05, + 8.621076995041221e-05, + 8.585533942095935e-05, + 8.550794882467017e-05, + 8.515807712683454e-05, + 8.48098861752078e-05, + 8.446276478935033e-05, + 8.412060560658574e-05, + 8.377691119676456e-05, + 8.343352237716317e-05, + 8.309647819260135e-05, + 8.276662265416235e-05, + 8.244157652370632e-05, + 8.21200737846084e-05, + 8.18093612906523e-05, + 8.150272333296016e-05, + 8.119687117869034e-05, + 8.08907498139888e-05, + 8.058686216827482e-05, + 8.028663432924077e-05, + 7.998033834155649e-05, + 7.967658166307956e-05, + 7.937415648484603e-05, + 7.907405961304903e-05, + 7.878007454564795e-05, + 7.84880539868027e-05, + 7.820012979209423e-05, + 7.791645475663245e-05, + 7.763475150568411e-05, + 7.735567487543449e-05, + 7.707693293923512e-05, + 7.679773261770606e-05, + 7.65220174798742e-05, + 7.625483704032376e-05, + 7.599144009873271e-05, + 7.573568291263655e-05, + 7.548615394625813e-05, + 7.523642125306651e-05, + 7.498761988244951e-05, + 7.473869482055306e-05, + 7.448834367096424e-05, + 7.423629722325131e-05, + 7.398226443910971e-05, + 7.372310210485011e-05, + 7.345852645812556e-05, + 7.319176074815914e-05, + 7.291827932931483e-05, + 7.264225132530555e-05, + 7.237395038828254e-05, + 7.211421325337142e-05, + 7.183908019214869e-05, + 7.156904030125588e-05, + 7.130987796699628e-05, + 7.105015538400039e-05, + 7.078205817379057e-05, + 7.052085129544139e-05, + 7.02637480571866e-05, + 7.000521873123944e-05, + 6.974944699322805e-05, + 6.949091766728088e-05, + 6.923646287759766e-05, + 6.898571882629767e-05, + 6.873079109936953e-05, + 6.846698670415208e-05, + 6.818838301114738e-05, + 6.79135846439749e-05, + 6.762249540770426e-05, + 6.732847396051511e-05, + 6.703717372147366e-05, + 6.674093310721219e-05, + 6.644616223638877e-05, + 6.615008896915242e-05, + 6.586168456124142e-05, + 6.557417509611696e-05, + 6.528689846163616e-05, + 6.499668961623684e-05, + 6.470232619903982e-05, + 6.441076402552426e-05, + 6.411883805412799e-05, + 6.382594438036904e-05, + 6.353794015012681e-05, + 6.325174035737291e-05, + 6.296475476119667e-05, + 6.267290154937655e-05, + 6.237932393560186e-05, + 6.208506238181144e-05, + 6.179553020047024e-05, + 6.151267007226124e-05, + 6.12430740147829e-05, + 6.0976693930570036e-05, + 6.0707865486619994e-05, + 6.0437145293690264e-05, + 6.016859697410837e-05, + 5.98928818362765e-05, + 5.9615140344249085e-05, + 5.934670480201021e-05, + 5.908371167606674e-05, + 5.88212969887536e-05, + 5.855999552295543e-05, + 5.8308061852585524e-05, + 5.805702312500216e-05, + 5.7812241720966995e-05, + 5.756933387601748e-05, + 5.733112266170792e-05, + 5.7102493883576244e-05, + 5.6877754104789346e-05, + 5.665058415615931e-05, + 5.6433174904668704e-05, + 5.621368109132163e-05, + 5.599341238848865e-05, + 5.5769494792912155e-05, + 5.5552263802383095e-05, + 5.53415302420035e-05, + 5.5123917263699695e-05, + 5.490962939802557e-05, + 5.469960524351336e-05, + 5.4492036724695936e-05, + 5.428160511655733e-05, + 5.4071799240773544e-05, + 5.386361226555891e-05, + 5.365697870729491e-05, + 5.345788667909801e-05, + 5.3262014262145385e-05, + 5.306610182742588e-05, + 5.2866780606564134e-05, + 5.267145752441138e-05, + 5.248006709734909e-05, + 5.2285886340541765e-05, + 5.209465598454699e-05, + 5.190514275454916e-05, + 5.171745578991249e-05, + 5.153299207449891e-05, + 5.135092214914039e-05, + 5.1170369260944426e-05, + 5.0988975999644026e-05, + 5.0811137043638155e-05, + 5.063897333457135e-05, + 5.04680720041506e-05, + 5.029478779761121e-05, + 5.012250767322257e-05, + 4.9953338020714e-05, + 4.978659126209095e-05, + 4.961826925864443e-05, + 4.9450984079157934e-05, + 4.928345879307017e-05, + 4.912104122922756e-05, + 4.895820529782213e-05, + 4.879426705883816e-05, + 4.8630441597197205e-05, + 4.8468864406459033e-05, + 4.8310223064618185e-05, + 4.81499737361446e-05, + 4.7992893087211996e-05, + 4.783582335221581e-05, + 4.768338112626225e-05, + 4.7533514589304104e-05, + 4.7383455239469185e-05, + 4.723490928881802e-05, + 4.708517008111812e-05, + 4.6938574087107554e-05, + 4.679075937019661e-05, + 4.664068546844646e-05, + 4.649554466595873e-05, + 4.635184450307861e-05, + 4.621041807695292e-05, + 4.607116352417506e-05, + 4.593283301801421e-05, + 4.579595406539738e-05, + 4.565609560813755e-05, + 4.551825622911565e-05, + 4.537832865025848e-05, + 4.5238812163006514e-05, + 4.509890641202219e-05, + 4.496432302403264e-05, + 4.483369048102759e-05, + 4.470360727282241e-05, + 4.457958129933104e-05, + 4.4455460738390684e-05, + 4.4334508856991306e-05, + 4.421228732098825e-05, + 4.409062603372149e-05, + 4.396941949380562e-05, + 4.384575368021615e-05, + 4.3721582187572494e-05, + 4.35944166383706e-05, + 4.346914647612721e-05, + 4.3344771256670356e-05, + 4.3221607484156266e-05, + 4.309964060666971e-05, + 4.297806299291551e-05, + 4.285544127924368e-05, + 4.27353115810547e-05, + 4.2617350118234754e-05, + 4.250273195793852e-05, + 4.238824112690054e-05, + 4.227687168167904e-05, + 4.217188325128518e-05, + 4.2066476453328505e-05, + 4.1960374801419675e-05, + 4.185199941275641e-05, + 4.174548666924238e-05, + 4.1640119889052585e-05, + 4.1531940951244906e-05, + 4.1425453673582524e-05, + 4.132034155190922e-05, + 4.121725578443147e-05, + 4.111408634344116e-05, + 4.1009403503267094e-05, + 4.0903363696997985e-05, + 4.0798215195536613e-05, + 4.069451824761927e-05, + 4.059191996930167e-05, + 4.048792470712215e-05, + 4.038410042994656e-05, + 4.0282706322614104e-05, + 4.018169056507759e-05, + 4.0079383325064555e-05, + 3.997740714112297e-05, + 3.987493983004242e-05, + 3.977202868554741e-05, + 3.967032171203755e-05, + 3.9569142245454714e-05, + 3.946661308873445e-05, + 3.936546636396088e-05, + 3.9263333746930584e-05, + 3.9162809116533026e-05, + 3.9063565054675564e-05, + 3.8967518776189536e-05, + 3.8872236473253e-05, + 3.8778132875449955e-05, + 3.868743442581035e-05, + 3.859959906549193e-05, + 3.8515205233125016e-05, + 3.842987280222587e-05, + 3.834609378827736e-05, + 3.826273314189166e-05, + 3.817773176706396e-05, + 3.8091850001364946e-05, + 3.800386912189424e-05, + 3.791562266997062e-05, + 3.782751446124166e-05, + 3.773747812374495e-05, + 3.7647219869541004e-05, + 3.755971556529403e-05, + 3.7472880649147555e-05, + 3.738698433153331e-05, + 3.7303198041627184e-05, + 3.7221576349111274e-05, + 3.714204649440944e-05, + 3.706331699504517e-05, + 3.698479849845171e-05, + 3.690625089802779e-05, + 3.6827277654083446e-05, + 3.674786785268225e-05, + 3.666770498966798e-05, + 3.6587254726327956e-05, + 3.6506124160951003e-05, + 3.642653246060945e-05, + 3.634825407061726e-05, + 3.627268233685754e-05, + 3.61979691660963e-05, + 3.612371801864356e-05, + 3.605158781283535e-05, + 3.5979268432129174e-05, + 3.590732376324013e-05, + 3.5833098081639037e-05, + 3.575939990696497e-05, + 3.5685832699527964e-05, + 3.5611981729744e-05, + 3.553809074219316e-05, + 3.546322841430083e-05, + 3.538853707141243e-05, + 3.531403126544319e-05, + 3.524010026012547e-05, + 3.516608558129519e-05, + 3.5093340557068586e-05, + 3.501995524857193e-05, + 3.4946297091664746e-05, + 3.4874334232881665e-05, + 3.48036119248718e-05, + 3.473267497611232e-05, + 3.4661054087337106e-05, + 3.459118670434691e-05, + 3.452198507147841e-05, + 3.445246329647489e-05, + 3.438279964029789e-05, + 3.431398727116175e-05, + 3.4246844734298065e-05, + 3.4180386137450114e-05, + 3.411421857890673e-05, + 3.404861854505725e-05, + 3.398212356842123e-05, + 3.39154212269932e-05, + 3.384870433364995e-05, + 3.378097972017713e-05, + 3.371246566530317e-05, + 3.3644286304479465e-05, + 3.3577274734852836e-05, + 3.351192208356224e-05, + 3.3446354791522026e-05, + 3.338111491757445e-05, + 3.331544212414883e-05, + 3.3249765692744404e-05, + 3.318492599646561e-05, + 3.311962427687831e-05, + 3.305458085378632e-05, + 3.299073068774305e-05, + 3.292690234957263e-05, + 3.286331411800347e-05, + 3.27988964272663e-05, + 3.2735031709307805e-05, + 3.267147985752672e-05, + 3.2608390029054135e-05, + 3.2547333830734715e-05, + 3.2486652344232425e-05, + 3.242706225137226e-05, + 3.236997144995257e-05, + 3.2312913390342146e-05, + 3.225797263439745e-05, + 3.220159123884514e-05, + 3.2145333534572273e-05, + 3.209074930055067e-05, + 3.203702362952754e-05, + 3.1983603548724204e-05, + 3.1929703254718333e-05, + 3.187499532941729e-05, + 3.182152067893185e-05, + 3.1767121981829405e-05, + 3.1714269425719976e-05, + 3.16608275170438e-05, + 3.160821142955683e-05, + 3.155627564410679e-05, + 3.1503321224590763e-05, + 3.145143637084402e-05, + 3.139922773698345e-05, + 3.134707731078379e-05, + 3.1295094231609255e-05, + 3.1243107514455914e-05, + 3.11903131660074e-05, + 3.1138668418861926e-05, + 3.108831515419297e-05, + 3.103920607827604e-05, + 3.0990035156719387e-05, + 3.094193743891083e-05, + 3.089385063503869e-05, + 3.0847048037685454e-05, + 3.080059104831889e-05, + 3.075429776799865e-05, + 3.070766615564935e-05, + 3.066083081648685e-05, + 3.0615090508945286e-05, + 3.056868808926083e-05, + 3.052394822589122e-05, + 3.047934478672687e-05, + 3.0434630389208905e-05, + 3.0391600375878625e-05, + 3.034872315765824e-05, + 3.0307099223136902e-05, + 3.0265779059845954e-05, + 3.0225022783270106e-05, + 3.018466850335244e-05, + 3.014338835782837e-05, + 3.010244108736515e-05, + 3.0061977668083273e-05, + 3.0019826226634905e-05, + 2.997776391566731e-05, + 2.9935890779597685e-05, + 2.9893553801230155e-05, + 2.9851989893359132e-05, + 2.980991303047631e-05, + 2.9769065804430284e-05, + 2.9728606023127213e-05, + 2.96883299597539e-05, + 2.9648119379999116e-05, + 2.9607603210024536e-05, + 2.9567139790742658e-05, + 2.95265326712979e-05, + 2.9486274797818623e-05, + 2.944693187600933e-05, + 2.9408896807581186e-05, + 2.9371874916250817e-05, + 2.93349312414648e-05, + 2.9298866138560697e-05, + 2.9262851967359893e-05, + 2.92260738206096e-05, + 2.918959580711089e-05, + 2.9153319701435976e-05, + 2.9117732992745005e-05, + 2.9082117180223577e-05, + 2.9046272175037302e-05, + 2.901109473896213e-05, + 2.897550984926056e-05, + 2.89384406642057e-05, + 2.8900365578010678e-05, + 2.8863278203061782e-05, + 2.88265582639724e-05, + 2.878943269024603e-05, + 2.875154859793838e-05, + 2.8715117878164165e-05, + 2.8678326998488046e-05, + 2.8641914468607865e-05, + 2.8604805265786126e-05, + 2.85681635432411e-05, + 2.8532482247101143e-05, + 2.8497701350715943e-05, + 2.8463702619774267e-05, + 2.8429007215891033e-05, + 2.839547050825786e-05, + 2.836392741301097e-05, + 2.8332293368293904e-05, + 2.8300803023739718e-05, + 2.8269474569242448e-05, + 2.823828617692925e-05, + 2.820749068632722e-05, + 2.817571112245787e-05, + 2.8143098461441696e-05, + 2.8109805498388596e-05, + 2.8076687158318236e-05, + 2.8043870770488866e-05, + 2.8011876565869898e-05, + 2.79798678093357e-05, + 2.7948592105531134e-05, + 2.791686711134389e-05, + 2.788627716654446e-05, + 2.7856660381075926e-05, + 2.7826650693896227e-05, + 2.779567330435384e-05, + 2.7764628612203524e-05, + 2.7733229217119515e-05, + 2.7702379156835377e-05, + 2.767082696664147e-05, + 2.763832344498951e-05, + 2.7605934519669972e-05, + 2.757318907242734e-05, + 2.7541185772861354e-05, + 2.7510426662047394e-05, + 2.7479569325805642e-05, + 2.744927587627899e-05, + 2.742025571933482e-05, + 2.7391481125960127e-05, + 2.7361747925169766e-05, + 2.7331543606123887e-05, + 2.7301595764583908e-05, + 2.7270752980257384e-05, + 2.7238902475801297e-05, + 2.7207159291720018e-05, + 2.7176254661753774e-05, + 2.7145943022333086e-05, + 2.711589877435472e-05, + 2.7085477995569818e-05, + 2.705716724449303e-05, + 2.702830170164816e-05, + 2.6998703106073663e-05, + 2.696928640943952e-05, + 2.6939613235299475e-05, + 2.690936889848672e-05, + 2.6879321012529545e-05, + 2.6849715140997432e-05, + 2.6820722268894315e-05, + 2.679179669939913e-05, + 2.676264921319671e-05, + 2.6733749109553173e-05, + 2.6705418349592946e-05, + 2.6677260393626057e-05, + 2.6648920538718812e-05, + 2.662066981429234e-05, + 2.6592899303068407e-05, + 2.6565454390947707e-05, + 2.653775482031051e-05, + 2.6510126190260053e-05, + 2.6482943212613463e-05, + 2.64546961261658e-05, + 2.6426023396197706e-05, + 2.6397736291983165e-05, + 2.6368248654762283e-05, + 2.6338890165789053e-05, + 2.63092642853735e-05, + 2.6279984012944624e-05, + 2.6250683731632307e-05, + 2.6221907319268212e-05, + 2.6192807126790285e-05, + 2.6164878363488242e-05, + 2.613673495943658e-05, + 2.6108409656444564e-05, + 2.6080733732669614e-05, + 2.6053274268633686e-05, + 2.6025629267678596e-05, + 2.599791878310498e-05, + 2.5970732167479582e-05, + 2.5943436412489973e-05, + 2.5915966034517623e-05, + 2.5889168682624586e-05, + 2.5861814719974063e-05, + 2.583448622317519e-05, + 2.580749242042657e-05, + 2.5780758733162656e-05, + 2.575379221525509e-05, + 2.5726802050485276e-05, + 2.5699917387100868e-05, + 2.5673060008557513e-05, + 2.564608985267114e-05, + 2.561943074397277e-05, + 2.5593439204385504e-05, + 2.55673257925082e-05, + 2.5541248760418966e-05, + 2.5515408196952194e-05, + 2.5490127882221714e-05, + 2.546423093008343e-05, + 2.5438219381612726e-05, + 2.5412786271772347e-05, + 2.5387929781572893e-05, + 2.5363349777762778e-05, + 2.533796214265749e-05, + 2.5312358047813177e-05, + 2.5286801246693358e-05, + 2.5260664187953807e-05, + 2.523303010093514e-05, + 2.520521047699731e-05, + 2.517793109291233e-05, + 2.515109554224182e-05, + 2.5124360035988502e-05, + 2.509867408662103e-05, + 2.5073892174987122e-05, + 2.5049885152839124e-05, + 2.5025969080161303e-05, + 2.5002140318974853e-05, + 2.4979297450045124e-05, + 2.4956314518931322e-05, + 2.493263855285477e-05, + 2.4908942577894777e-05, + 2.4885292077669874e-05, + 2.486070297891274e-05, + 2.4836414013407193e-05, + 2.4812072297208942e-05, + 2.4788305381662212e-05, + 2.4764338377281092e-05, + 2.474074972269591e-05, + 2.4717384803807363e-05, + 2.469408900651615e-05, + 2.4670769562362693e-05, + 2.464678618707694e-05, + 2.4622991986689158e-05, + 2.4599006792414002e-05, + 2.457502341712825e-05, + 2.45513492700411e-05, + 2.452820808684919e-05, + 2.4505319743184373e-05, + 2.4482225853716955e-05, + 2.4458260668325238e-05, + 2.44343355007004e-05, + 2.4410479454672895e-05, + 2.438690535200294e-05, + 2.4363422198803164e-05, + 2.4339939045603387e-05, + 2.431722532492131e-05, + 2.4295170078403316e-05, + 2.4273478629766032e-05, + 2.4251610739156604e-05, + 2.422910438326653e-05, + 2.4206443413277157e-05, + 2.418371514067985e-05, + 2.4161216060747392e-05, + 2.413900256215129e-05, + 2.4116094209603034e-05, + 2.4093342290143482e-05, + 2.407110878266394e-05, + 2.4048491468420252e-05, + 2.4025470338528976e-05, + 2.400249104539398e-05, + 2.3978742319741286e-05, + 2.3955455617397092e-05, + 2.39323235291522e-05, + 2.3909107767394744e-05, + 2.388619031989947e-05, + 2.386303458479233e-05, + 2.3840095309424214e-05, + 2.3817754481569864e-05, + 2.3795633751433343e-05, + 2.3772843633196317e-05, + 2.374981158936862e-05, + 2.372681046836078e-05, + 2.3704475097474642e-05, + 2.3681865059188567e-05, + 2.3659211365156807e-05, + 2.363702151342295e-05, + 2.361512088100426e-05, + 2.3593569494551048e-05, + 2.3572867576149292e-05, + 2.3551938284072094e-05, + 2.353091440454591e-05, + 2.350999966438394e-05, + 2.3488968508900143e-05, + 2.3467875507776625e-05, + 2.344724452996161e-05, + 2.342689003853593e-05, + 2.3406726540997624e-05, + 2.338684134883806e-05, + 2.3367530957330018e-05, + 2.334864802833181e-05, + 2.332996518816799e-05, + 2.3310598407988437e-05, + 2.3291459001484327e-05, + 2.3271877580555156e-05, + 2.325201603525784e-05, + 2.323240005353e-05, + 2.3212458472698927e-05, + 2.3192505977931432e-05, + 2.3172484361566603e-05, + 2.3152990252128802e-05, + 2.3133776267059147e-05, + 2.3114098439691588e-05, + 2.309445153514389e-05, + 2.3074921045918018e-05, + 2.3055621568346396e-05, + 2.3036236598272808e-05, + 2.3016842533252202e-05, + 2.29971938097151e-05, + 2.2977452317718416e-05, + 2.2957266992307268e-05, + 2.2937272660783492e-05, + 2.2917038222658448e-05, + 2.2896640075487085e-05, + 2.287724601046648e-05, + 2.28578137466684e-05, + 2.283902358612977e-05, + 2.282022251165472e-05, + 2.280168882862199e-05, + 2.278336978633888e-05, + 2.2765052563045174e-05, + 2.274635698995553e-05, + 2.272791607538238e-05, + 2.2709553377353586e-05, + 2.2691458070767112e-05, + 2.2673375497106463e-05, + 2.2654749045614153e-05, + 2.2636411813437007e-05, + 2.2618574803345837e-05, + 2.260002111142967e-05, + 2.2581432858714834e-05, + 2.256278821732849e-05, + 2.2543872546521015e-05, + 2.252492959087249e-05, + 2.2505808374262415e-05, + 2.2486559828394093e-05, + 2.2467087546829134e-05, + 2.2447553419624455e-05, + 2.242769369331654e-05, + 2.2408243239624426e-05, + 2.2389411242329516e-05, + 2.2370513761416078e-05, + 2.2351130610331893e-05, + 2.233254417660646e-05, + 2.2314294255920686e-05, + 2.229622805316467e-05, + 2.2278092728811316e-05, + 2.225993011961691e-05, + 2.2241640181164257e-05, + 2.2223790438147262e-05, + 2.2205644199857488e-05, + 2.2187476133694872e-05, + 2.216956636402756e-05, + 2.215152017015498e-05, + 2.2133495804155245e-05, + 2.211511855421122e-05, + 2.2096148313721642e-05, + 2.2077052562963217e-05, + 2.205807868449483e-05, + 2.2038571842131205e-05, + 2.201923962275032e-05, + 2.199976188421715e-05, + 2.1981033569318242e-05, + 2.1962927348795347e-05, + 2.1944882973912172e-05, + 2.1926873159827664e-05, + 2.1909276256337762e-05, + 2.1891724827582948e-05, + 2.1874322555959225e-05, + 2.1857420506421477e-05, + 2.184037111874204e-05, + 2.1823629140271805e-05, + 2.1806972654303536e-05, + 2.1790257960674353e-05, + 2.1772873878944665e-05, + 2.1755369743914343e-05, + 2.1737596398452297e-05, + 2.1719857613788918e-05, + 2.1701587684219703e-05, + 2.168312312278431e-05, + 2.1664811356458813e-05, + 2.1646739696734585e-05, + 2.1628960894304328e-05, + 2.161137672374025e-05, + 2.1594054487650283e-05, + 2.1577285224338993e-05, + 2.156064692826476e-05, + 2.1544505216297694e-05, + 2.1528214347199537e-05, + 2.15117288462352e-05, + 2.1495157852768898e-05, + 2.1478370399563573e-05, + 2.146151200577151e-05, + 2.1444493540911935e-05, + 2.1427353203762323e-05, + 2.1410009139799513e-05, + 2.1392748749349266e-05, + 2.1375179130700417e-05, + 2.1357484001782723e-05, + 2.1339996237657033e-05, + 2.1321831809473224e-05, + 2.1304040274117142e-05, + 2.128718733729329e-05, + 2.1270390789140947e-05, + 2.1254059902275912e-05, + 2.1237823602859862e-05, + 2.1221710994723253e-05, + 2.1205845769145526e-05, + 2.1190024199313484e-05, + 2.1173824279685505e-05, + 2.115790812240448e-05, + 2.1141942852409557e-05, + 2.1126179490238428e-05, + 2.111016510752961e-05, + 2.1094207113492303e-05, + 2.1078018107800744e-05, + 2.1061508959974162e-05, + 2.1044284949311987e-05, + 2.1026964532211423e-05, + 2.100973142660223e-05, + 2.0992170902900398e-05, + 2.097453034366481e-05, + 2.095683703373652e-05, + 2.093946750392206e-05, + 2.092272916343063e-05, + 2.0905592464259826e-05, + 2.088861037918832e-05, + 2.087157372443471e-05, + 2.0854658941971138e-05, + 2.0838078853557818e-05, + 2.082111495838035e-05, + 2.0804127416340634e-05, + 2.078706893371418e-05, + 2.077014505630359e-05, + 2.0753295757458545e-05, + 2.0736735677928664e-05, + 2.0719944586744532e-05, + 2.0703555492218584e-05, + 2.068763023999054e-05, + 2.0671341189881787e-05, + 2.0654984837165102e-05, + 2.0638271962525323e-05, + 2.062164458038751e-05, + 2.060536644421518e-05, + 2.058959762507584e-05, + 2.0573999790940434e-05, + 2.055904406006448e-05, + 2.0543973732856102e-05, + 2.052881427516695e-05, + 2.051344381470699e-05, + 2.049765498668421e-05, + 2.0481396859395318e-05, + 2.0465189663809724e-05, + 2.0448938812478445e-05, + 2.0432924429769628e-05, + 2.0417342966538854e-05, + 2.0401630536071025e-05, + 2.0386160031193867e-05, + 2.0370727725094184e-05, + 2.0355359083623625e-05, + 2.0339914044598117e-05, + 2.0324490833445452e-05, + 2.0309204046498053e-05, + 2.0294051864766516e-05, + 2.0279021555325016e-05, + 2.0263929400243796e-05, + 2.024884452112019e-05, + 2.0233706891303882e-05, + 2.0218898498569615e-05, + 2.020392639678903e-05, + 2.0188774215057492e-05, + 2.0173682059976272e-05, + 2.0158715415163897e-05, + 2.0143601432209834e-05, + 2.0128800315433182e-05, + 2.01142411242472e-05, + 2.0099849280086346e-05, + 2.0085501091671176e-05, + 2.0071023755008355e-05, + 2.0056690118508413e-05, + 2.0042380128870718e-05, + 2.002779183385428e-05, + 2.0013132598251104e-05, + 1.999845335376449e-05, + 1.9983903257525526e-05, + 1.9969360437244177e-05, + 1.9954888557549566e-05, + 1.994052217924036e-05, + 1.9926077584386803e-05, + 1.991134740819689e-05, + 1.9896495359716937e-05, + 1.9881539628840983e-05, + 1.9866520233335905e-05, + 1.9851268007187173e-05, + 1.983586662390735e-05, + 1.9820183297269978e-05, + 1.9804720068350434e-05, + 1.9788873032666743e-05, + 1.977297324629035e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866021275520325, + 0.9619011282920837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980412125587463, + 1.0, + 0.9990496635437012, + 0.983195960521698, + 0.9993550181388855, + 1.0, + 1.0, + 0.9965123534202576, + 0.9965002536773682, + 1.0, + 0.9959914088249207, + 1.0, + 0.9943419694900513, + 1.0, + 1.0, + 0.9808627367019653, + 1.0, + 0.9719358682632446, + 1.0, + 1.0, + 0.9868044257164001, + 1.0, + 0.9787723422050476, + 0.991207480430603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994403719902039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886148571968079, + 0.9584932923316956, + 0.9802252054214478, + 0.9759960174560547, + 0.9968602657318115, + 1.0, + 1.0, + 1.0, + 0.9879639148712158, + 1.0, + 1.0, + 1.0, + 0.9726467132568359, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840930104255676, + 0.9838359355926514, + 1.0, + 0.9829310178756714, + 0.9833789467811584, + 0.9931886792182922, + 1.0, + 0.991455078125, + 0.9982255697250366, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9625975489616394, + 1.0, + 0.9846081137657166, + 0.9829245209693909, + 1.0, + 1.0, + 1.0, + 0.999522864818573, + 1.0, + 0.9747462272644043, + 0.9937046766281128, + 0.9934210181236267, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9935540556907654, + 0.9946308135986328, + 1.0, + 1.0, + 0.9919822216033936, + 0.9959585666656494, + 0.99797123670578, + 0.9948046207427979, + 0.9979563355445862, + 0.9938566088676453, + 0.9837454557418823, + 0.9918547868728638, + 1.0, + 0.998156726360321, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9932705163955688, + 1.0, + 0.9794275164604187, + 1.0, + 0.9926009178161621, + 0.9934492111206055, + 0.9970441460609436, + 1.0, + 1.0, + 0.9962087273597717, + 0.9988806843757629, + 0.9959659576416016, + 0.9945994019508362, + 0.9972850680351257, + 0.9768602252006531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981725215911865, + 0.9865744709968567, + 0.9907216429710388, + 0.9981269240379333, + 0.9587156176567078, + 0.9923880100250244, + 0.9905763864517212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995852708816528, + 0.998548150062561, + 0.999792218208313, + 0.9939747452735901, + 1.0, + 1.0, + 1.0, + 0.9953544735908508, + 1.0, + 0.9979940056800842, + 0.9859296679496765, + 0.9814475774765015, + 0.991275429725647, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9832735657691956, + 0.9878493547439575, + 1.0, + 1.0, + 1.0, + 0.9956201314926147, + 1.0, + 1.0, + 0.9914079904556274, + 0.9889698028564453, + 0.9950209259986877, + 0.9985989928245544, + 0.9755461812019348, + 0.9958906769752502, + 1.0, + 1.0, + 1.0, + 0.9969617128372192, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886474013328552, + 1.0, + 0.9948647618293762, + 0.9940440654754639, + 1.0, + 0.9994021654129028, + 1.0, + 1.0, + 0.9962795972824097, + 0.9773977994918823, + 0.9941685795783997, + 0.9789643287658691, + 0.9834710955619812, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9811517000198364, + 0.9769121408462524, + 1.0, + 0.9908877015113831, + 0.968664824962616, + 1.0, + 1.0, + 0.9834890365600586, + 0.993386447429657, + 1.0, + 0.9984861016273499, + 1.0, + 0.9933949708938599, + 0.9945146441459656, + 1.0, + 1.0, + 1.0, + 0.9967865347862244, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985529363155365, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957993030548096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965509176254272, + 0.9892926216125488, + 0.9651252627372742, + 0.999773383140564, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978627622127533, + 0.9917449951171875, + 1.0, + 1.0, + 0.9756854772567749, + 1.0, + 0.9864311814308167, + 1.0, + 0.9918197393417358, + 0.9703299403190613, + 0.9939286708831787, + 1.0, + 0.967170238494873, + 1.0, + 1.0, + 1.0, + 0.9805436134338379, + 0.9801574349403381, + 1.0, + 0.9955714344978333, + 0.9903622269630432, + 0.998502790927887, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9733745455741882, + 0.9940627813339233, + 1.0, + 1.0, + 0.9898284077644348, + 0.9896200895309448, + 1.0, + 0.994676947593689, + 1.0, + 1.0, + 0.9928027987480164, + 0.9964788556098938, + 1.0, + 1.0, + 0.9897645711898804, + 0.9770424365997314, + 1.0, + 1.0, + 1.0, + 0.9909474849700928, + 0.9946017861366272, + 1.0, + 1.0, + 1.0, + 0.9782630801200867, + 1.0, + 1.0, + 1.0, + 0.9952138066291809, + 0.9905821084976196, + 1.0, + 0.9889837503433228, + 1.0, + 0.9790091514587402, + 0.9914642572402954, + 1.0, + 0.9982752203941345, + 1.0, + 0.9873026013374329, + 1.0, + 1.0, + 0.9753939509391785, + 0.9983048439025879, + 0.9923092722892761, + 0.9930548071861267, + 1.0, + 0.9974693655967712, + 1.0, + 0.993596076965332, + 1.0, + 1.0, + 1.0, + 0.9701705574989319, + 0.9782907962799072, + 1.0, + 0.960676372051239, + 1.0, + 0.9816096425056458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992723822593689, + 1.0, + 0.9978792667388916, + 0.9977782964706421, + 1.0, + 1.0, + 0.9874797463417053, + 0.9892421960830688, + 0.9787358045578003, + 1.0, + 0.9795878529548645, + 0.9490638375282288, + 1.0, + 1.0, + 1.0, + 0.9895256161689758, + 0.9958270192146301, + 1.0, + 0.991100549697876, + 0.9937143921852112, + 0.9872490167617798, + 1.0, + 1.0, + 1.0, + 0.9984499216079712, + 0.9928196668624878, + 0.9960907101631165, + 1.0, + 1.0, + 0.983164370059967, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950893521308899, + 1.0, + 1.0, + 0.993257999420166, + 1.0, + 0.9913396835327148, + 0.9939939975738525, + 0.9742743968963623, + 0.9984965324401855, + 0.9939770102500916, + 0.969892144203186, + 0.9742287993431091, + 0.9664328694343567, + 1.0, + 0.9873610734939575, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.975616455078125, + 0.9984086155891418, + 0.9952184557914734, + 0.981252908706665, + 0.9798387289047241, + 0.9798158407211304, + 0.9954000115394592, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866929650306702, + 0.9890778064727783, + 0.9710004925727844, + 0.993967592716217, + 0.9991045594215393, + 0.9764987230300903, + 1.0, + 1.0, + 1.0, + 0.998243510723114, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976606965065002, + 1.0, + 0.9882603883743286, + 1.0, + 1.0, + 0.9823204874992371, + 0.9880014657974243, + 1.0, + 1.0, + 0.980719268321991, + 0.9956521987915039, + 1.0, + 1.0, + 0.9930024147033691, + 0.9807385206222534, + 0.9948265552520752, + 1.0, + 0.9963425993919373, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880179762840271, + 0.9802134037017822, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923830032348633, + 1.0, + 1.0, + 0.9866558909416199, + 1.0, + 1.0, + 1.0, + 0.9967879056930542, + 1.0, + 0.9976732134819031, + 0.9726408123970032, + 0.998616635799408, + 0.9867011308670044, + 0.9625608325004578, + 1.0, + 0.9670670032501221, + 1.0, + 1.0, + 0.9745081663131714, + 0.9884623289108276, + 0.9984906315803528, + 1.0, + 1.0, + 0.9817542433738708, + 1.0, + 0.9756856560707092, + 1.0, + 0.9887111186981201, + 0.9911637306213379, + 1.0, + 0.9838583469390869, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823973774909973, + 0.9790632128715515, + 0.97921222448349, + 1.0, + 0.9820129871368408, + 1.0, + 0.9770397543907166, + 0.9962232708930969, + 1.0, + 1.0, + 1.0, + 0.980169415473938, + 1.0, + 0.9676117300987244, + 1.0, + 1.0, + 0.9656967520713806, + 0.9998899102210999, + 0.9740431308746338, + 0.9959349632263184, + 0.9895691871643066, + 0.9933546781539917, + 1.0, + 0.9952802658081055, + 0.9913063645362854, + 1.0, + 1.0, + 0.9988029599189758, + 1.0, + 0.9850731492042542, + 1.0, + 0.9742434024810791, + 0.9938311576843262, + 0.9987807869911194, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946767687797546, + 0.9806684851646423, + 0.9698184728622437, + 0.9763434529304504, + 1.0, + 0.9790809154510498, + 1.0, + 1.0, + 0.994850754737854, + 0.997294545173645, + 0.9840764403343201, + 1.0, + 1.0, + 0.9841458797454834, + 1.0, + 1.0, + 1.0, + 0.9772126078605652, + 0.9932409524917603, + 1.0, + 1.0, + 0.9646017551422119, + 1.0, + 0.992732584476471, + 1.0, + 0.9904153943061829, + 0.9767519235610962, + 0.9777929782867432, + 0.9803167581558228, + 1.0, + 0.9692361354827881, + 0.9431069493293762, + 1.0, + 0.9979789853096008, + 0.9973421096801758, + 0.9983502626419067, + 0.9898309111595154, + 1.0, + 1.0, + 1.0, + 0.9975250959396362, + 0.9936200380325317, + 0.9776456952095032, + 1.0, + 0.9798714518547058, + 1.0, + 0.9666585922241211, + 0.9706696271896362, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852264523506165, + 1.0, + 1.0, + 0.9991876482963562, + 1.0, + 0.9799564480781555, + 0.9637681245803833, + 1.0, + 0.984324038028717, + 0.9604312181472778, + 0.9940050840377808, + 1.0, + 1.0, + 0.9940397143363953, + 1.0, + 1.0, + 0.9994277358055115, + 0.9761796593666077, + 0.9835757613182068, + 0.9937976002693176, + 1.0, + 0.9329627752304077, + 1.0, + 1.0, + 0.9963816404342651, + 1.0, + 1.0, + 0.996134877204895, + 0.9878894090652466, + 0.9817901253700256, + 1.0, + 1.0, + 0.9938812255859375, + 0.9828585386276245, + 0.9963154196739197, + 1.0, + 0.999389111995697, + 0.9853300452232361, + 0.9905707240104675, + 1.0, + 0.999752402305603, + 0.9862555861473083, + 1.0, + 1.0, + 0.9891046285629272, + 1.0, + 0.9982814192771912, + 1.0, + 0.9909256100654602, + 1.0, + 0.9847118854522705, + 1.0, + 0.9622900485992432, + 1.0, + 1.0, + 0.9794967770576477, + 0.9946479797363281, + 1.0, + 1.0, + 0.9834924936294556, + 1.0, + 1.0, + 0.9779247641563416, + 1.0, + 1.0, + 0.9902225732803345, + 0.9927433133125305, + 1.0, + 1.0, + 0.998700737953186, + 1.0, + 1.0, + 0.9909655451774597, + 0.9772673845291138, + 1.0, + 1.0, + 0.9932692646980286, + 0.9807599186897278, + 1.0, + 1.0, + 0.9800667762756348, + 0.9795396327972412, + 0.9910480976104736, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830693602561951, + 0.9862222075462341, + 0.9987607598304749, + 0.9632261991500854, + 0.9669750332832336, + 0.9711759686470032, + 0.998254120349884, + 0.9986258745193481, + 0.960595428943634, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901854991912842, + 1.0, + 0.9785800576210022, + 1.0, + 0.9863713383674622, + 0.9927214980125427, + 0.9991300702095032, + 1.0, + 1.0, + 0.9943475723266602, + 1.0, + 1.0, + 0.9892499446868896, + 0.9795942902565002, + 0.9912486672401428, + 1.0, + 1.0, + 1.0, + 0.9994091987609863, + 0.9904231429100037, + 0.9983288645744324, + 1.0, + 0.96933913230896, + 0.9730461239814758, + 0.9854540824890137, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921059012413025, + 0.9893499612808228, + 1.0, + 0.9953309893608093, + 0.979312002658844, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9827920794487, + 0.9957095384597778, + 1.0, + 0.9893482327461243, + 1.0, + 0.9930660128593445, + 0.9760268926620483, + 0.9923692345619202, + 1.0, + 1.0, + 1.0, + 0.9732553362846375, + 1.0, + 1.0, + 0.9815950393676758, + 0.9892688989639282, + 0.9860531687736511, + 0.9624032378196716, + 1.0, + 1.0, + 0.9967975616455078, + 1.0, + 1.0, + 0.9799926280975342, + 0.9886717796325684, + 0.9924452304840088, + 0.9880740642547607, + 0.973035454750061, + 0.979546070098877, + 0.9912434220314026, + 1.0, + 0.9901857972145081, + 1.0, + 1.0, + 0.9894697070121765, + 1.0, + 1.0, + 1.0, + 0.9755213856697083, + 0.9875816702842712, + 1.0, + 1.0, + 0.9958327412605286, + 0.9901090860366821, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9924821257591248, + 1.0, + 1.0, + 0.952647864818573, + 1.0, + 0.9686992764472961, + 1.0, + 0.9878001809120178, + 0.9901195764541626, + 1.0, + 1.0, + 0.988206684589386, + 0.9975352883338928, + 0.9871261119842529, + 1.0, + 1.0, + 0.9863572716712952, + 0.9744054079055786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815335273742676, + 0.9701119065284729, + 1.0, + 1.0, + 0.960917055606842, + 0.9835578799247742, + 0.991830050945282, + 1.0, + 1.0, + 1.0, + 0.9778414368629456, + 1.0, + 1.0, + 0.9876635074615479, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995546281337738, + 1.0, + 0.9932571053504944, + 1.0, + 0.963638424873352, + 0.9685355424880981, + 0.9985344409942627, + 0.9998776912689209, + 0.9789602160453796, + 0.9991253018379211, + 0.9933717250823975, + 0.9731839299201965, + 1.0, + 0.9837387800216675, + 0.996485710144043, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937201738357544, + 0.9886484146118164, + 0.9857954382896423, + 0.9908741116523743, + 0.9870334267616272, + 0.9696746468544006, + 0.9941757917404175, + 0.9717269539833069, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972338676452637, + 1.0, + 1.0, + 0.9902719855308533, + 1.0, + 0.9813467860221863, + 0.9491190910339355, + 0.998534619808197, + 0.9739513397216797, + 0.9959819316864014, + 0.9940746426582336, + 0.9861762523651123, + 0.999099850654602, + 1.0, + 0.9840612411499023, + 1.0, + 0.9889593720436096, + 1.0, + 0.9979828000068665, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969959855079651, + 1.0, + 1.0, + 1.0, + 0.9836157560348511, + 0.9655448198318481, + 1.0, + 0.9929723739624023, + 1.0, + 0.9946894645690918, + 0.9822424054145813, + 1.0, + 1.0, + 1.0, + 0.9939478039741516, + 0.99747234582901, + 0.9846810102462769, + 1.0, + 0.9781206846237183, + 0.9731574654579163, + 1.0, + 1.0, + 1.0, + 0.9967900514602661, + 0.9807935953140259, + 0.970450222492218, + 0.9908168315887451, + 0.9607316851615906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987263083457947, + 1.0, + 0.987305223941803, + 0.9746347665786743, + 1.0, + 0.986465573310852, + 0.9991574287414551, + 0.997470498085022, + 1.0, + 1.0, + 0.9930455684661865, + 0.9928761124610901, + 0.9935546517372131, + 1.0, + 1.0, + 1.0, + 0.9799299240112305, + 1.0, + 1.0, + 0.9979568123817444, + 0.993496298789978, + 1.0, + 0.9810619354248047, + 0.9852169156074524, + 0.990203320980072, + 0.9984971880912781, + 1.0, + 0.9916852712631226, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927175641059875, + 1.0, + 0.9965811967849731, + 0.9943640828132629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877573847770691, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..97e8a777cd143b464d24a28e137da8cf7e38507c --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1031.574951171875, + "strength": 771.329345703125, + "max_strength": 1120.800048828125, + "final_strength": 916.0, + "sample_efficiency": 3.093192333381012e-07, + "training_efficiency": 1.9772965970332734e-05, + "stability": 0.99357008934021 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..97e8a777cd143b464d24a28e137da8cf7e38507c --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1031.574951171875, + "strength": 771.329345703125, + "max_strength": 1120.800048828125, + "final_strength": 916.0, + "sample_efficiency": 3.093192333381012e-07, + "training_efficiency": 1.9772965970332734e-05, + "stability": 0.99357008934021 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_train.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8701b9ff34885d2f1e096bfa0f54daeeb0b17b --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1031.574951171875, + "strength": 771.329345703125, + "max_strength": 1120.800048828125, + "final_strength": 916.0, + "sample_efficiency": 3.093192333381012e-07, + "training_efficiency": 1.9772965970332734e-05, + "stability": 0.99357008934021 + }, + "local": { + "mean_returns": [ + 165.0, + 195.88235473632812, + 221.1764678955078, + 224.7916717529297, + 233.5, + 239.87013244628906, + 249.3406524658203, + 276.0, + 290.3999938964844, + 305.6000061035156, + 317.29998779296875, + 335.6000061035156, + 353.29998779296875, + 356.8999938964844, + 376.5, + 409.20001220703125, + 417.1000061035156, + 434.79998779296875, + 454.70001220703125, + 464.20001220703125, + 460.6000061035156, + 450.5, + 455.8999938964844, + 462.70001220703125, + 466.8999938964844, + 474.1000061035156, + 480.1000061035156, + 485.79998779296875, + 498.20001220703125, + 501.20001220703125, + 501.79998779296875, + 501.20001220703125, + 511.20001220703125, + 510.8999938964844, + 505.6000061035156, + 505.3999938964844, + 508.1000061035156, + 510.8999938964844, + 509.79998779296875, + 508.70001220703125, + 519.7999877929688, + 518.5, + 531.2999877929688, + 529.4000244140625, + 535.2000122070312, + 545.5999755859375, + 538.9000244140625, + 544.7000122070312, + 534.9000244140625, + 541.7000122070312, + 544.0999755859375, + 539.5, + 544.0999755859375, + 536.7000122070312, + 533.7000122070312, + 534.9000244140625, + 538.2999877929688, + 541.7000122070312, + 544.9000244140625, + 550.7000122070312, + 552.9000244140625, + 552.7000122070312, + 560.4000244140625, + 567.7000122070312, + 572.9000244140625, + 589.2000122070312, + 609.9000244140625, + 616.7999877929688, + 616.7999877929688, + 617.0999755859375, + 612.2999877929688, + 595.0, + 587.0999755859375, + 577.7000122070312, + 576.5, + 581.4000244140625, + 586.5999755859375, + 594.2999877929688, + 589.5, + 594.2999877929688, + 596.2999877929688, + 601.2999877929688, + 590.2000122070312, + 593.0999755859375, + 593.7999877929688, + 596.4000244140625, + 599.2000122070312, + 599.2000122070312, + 612.0, + 613.7999877929688, + 614.5999755859375, + 616.7000122070312, + 610.0, + 603.2999877929688, + 605.5999755859375, + 598.5999755859375, + 591.9000244140625, + 589.2000122070312, + 593.4000244140625, + 590.0, + 589.2999877929688, + 608.7999877929688, + 613.0, + 618.0, + 627.5, + 631.2999877929688, + 615.0, + 617.7999877929688, + 611.2999877929688, + 604.2000122070312, + 606.4000244140625, + 611.2999877929688, + 614.7000122070312, + 614.5, + 619.2000122070312, + 608.5, + 605.9000244140625, + 603.2000122070312, + 607.0, + 612.7000122070312, + 625.9000244140625, + 628.0, + 640.2999877929688, + 645.4000244140625, + 642.5, + 640.0999755859375, + 643.5999755859375, + 644.5, + 640.9000244140625, + 639.0999755859375, + 638.2000122070312, + 635.9000244140625, + 635.0, + 632.2999877929688, + 625.2000122070312, + 621.7000122070312, + 629.5, + 628.7000122070312, + 632.0999755859375, + 632.5999755859375, + 639.7999877929688, + 641.2999877929688, + 638.2999877929688, + 642.7000122070312, + 633.5, + 641.5, + 638.2000122070312, + 635.2999877929688, + 634.0, + 636.5, + 643.9000244140625, + 642.2000122070312, + 641.7000122070312, + 639.9000244140625, + 637.5, + 636.2999877929688, + 626.0999755859375, + 638.2000122070312, + 642.0, + 648.7000122070312, + 653.7999877929688, + 656.5, + 680.0, + 688.0, + 687.0999755859375, + 680.5, + 676.0, + 675.0999755859375, + 655.2999877929688, + 651.7999877929688, + 647.5, + 650.7000122070312, + 657.0999755859375, + 660.9000244140625, + 671.5999755859375, + 677.7999877929688, + 677.5999755859375, + 676.9000244140625, + 676.7999877929688, + 673.9000244140625, + 679.0, + 682.0, + 690.5999755859375, + 688.2999877929688, + 694.0, + 693.0, + 686.0, + 676.9000244140625, + 672.7000122070312, + 680.0999755859375, + 684.4000244140625, + 688.7000122070312, + 691.5, + 697.0, + 697.7000122070312, + 689.2999877929688, + 683.2999877929688, + 691.7000122070312, + 694.2999877929688, + 697.7999877929688, + 695.5999755859375, + 702.9000244140625, + 707.5999755859375, + 703.2000122070312, + 697.5999755859375, + 695.0999755859375, + 694.4000244140625, + 682.2000122070312, + 680.2000122070312, + 683.4000244140625, + 688.2999877929688, + 689.2000122070312, + 687.7000122070312, + 702.5999755859375, + 703.0999755859375, + 705.5999755859375, + 706.4000244140625, + 700.5999755859375, + 701.7999877929688, + 699.2000122070312, + 696.2000122070312, + 697.4000244140625, + 697.0999755859375, + 700.9000244140625, + 706.2000122070312, + 704.2999877929688, + 692.7999877929688, + 689.9000244140625, + 679.5, + 671.5, + 675.9000244140625, + 677.9000244140625, + 682.0, + 688.7000122070312, + 696.0999755859375, + 704.2000122070312, + 718.9000244140625, + 734.5, + 744.0999755859375, + 763.0999755859375, + 773.7999877929688, + 762.9000244140625, + 749.7999877929688, + 788.0999755859375, + 782.7000122070312, + 764.2999877929688, + 770.7000122070312, + 795.0999755859375, + 785.2000122070312, + 781.2999877929688, + 790.0, + 789.0999755859375, + 801.0999755859375, + 797.0999755859375, + 793.7999877929688, + 809.4000244140625, + 837.2000122070312, + 880.0999755859375, + 877.9000244140625, + 926.2000122070312, + 942.0, + 943.5999755859375, + 965.0999755859375, + 970.2999877929688, + 983.2999877929688, + 971.9000244140625, + 978.5, + 987.0, + 1004.5, + 1026.0, + 1028.0999755859375, + 1039.300048828125, + 1052.5, + 1048.9000244140625, + 1053.9000244140625, + 1066.800048828125, + 1092.5999755859375, + 1109.4000244140625, + 1123.300048828125, + 1120.0999755859375, + 1110.199951171875, + 1078.300048828125, + 1078.0999755859375, + 1096.800048828125, + 1114.0999755859375, + 1117.800048828125, + 1154.0999755859375, + 1173.4000244140625, + 1152.5, + 1144.5999755859375, + 1154.4000244140625, + 1162.0, + 1138.5, + 1146.199951171875, + 1133.300048828125, + 1136.800048828125, + 1129.0999755859375, + 1101.4000244140625, + 1095.9000244140625, + 1115.4000244140625, + 1085.199951171875, + 1103.0999755859375, + 1115.9000244140625, + 1141.199951171875, + 1122.800048828125, + 1104.4000244140625, + 1143.9000244140625, + 1139.699951171875, + 1130.5999755859375, + 1129.199951171875, + 1151.9000244140625, + 1159.0999755859375, + 1161.699951171875, + 1164.5, + 1138.699951171875, + 1133.0999755859375, + 1142.5999755859375, + 1168.800048828125, + 1158.9000244140625, + 1148.9000244140625, + 1172.4000244140625, + 1167.199951171875, + 1168.0, + 1168.0999755859375, + 1161.0999755859375, + 1157.699951171875, + 1158.800048828125, + 1172.5, + 1162.5, + 1140.300048828125, + 1141.9000244140625, + 1163.9000244140625, + 1167.5999755859375, + 1158.800048828125, + 1153.5999755859375, + 1171.4000244140625, + 1174.199951171875, + 1184.5999755859375, + 1163.0999755859375, + 1174.199951171875, + 1189.699951171875, + 1198.4000244140625, + 1193.5999755859375, + 1184.199951171875, + 1203.0999755859375, + 1192.0, + 1200.699951171875, + 1179.5999755859375, + 1171.199951171875, + 1181.0999755859375, + 1179.4000244140625, + 1195.699951171875, + 1183.0, + 1199.5999755859375, + 1223.699951171875, + 1198.4000244140625, + 1196.699951171875, + 1189.0, + 1182.0999755859375, + 1183.4000244140625, + 1180.9000244140625, + 1210.5, + 1204.0, + 1227.699951171875, + 1233.199951171875, + 1244.800048828125, + 1213.5, + 1191.4000244140625, + 1194.9000244140625, + 1155.5999755859375, + 1163.4000244140625, + 1145.5999755859375, + 1162.5, + 1165.0999755859375, + 1168.5, + 1195.9000244140625, + 1207.5999755859375, + 1240.0, + 1232.4000244140625, + 1232.9000244140625, + 1230.699951171875, + 1228.4000244140625, + 1232.9000244140625, + 1249.800048828125, + 1236.5999755859375, + 1225.4000244140625, + 1203.5, + 1209.5999755859375, + 1188.9000244140625, + 1138.300048828125, + 1148.199951171875, + 1160.800048828125, + 1188.4000244140625, + 1178.0, + 1173.9000244140625, + 1206.800048828125, + 1197.800048828125, + 1191.5, + 1178.800048828125, + 1186.0999755859375, + 1207.300048828125, + 1227.699951171875, + 1226.0999755859375, + 1218.699951171875, + 1214.699951171875, + 1235.5, + 1240.9000244140625, + 1223.300048828125, + 1226.300048828125, + 1246.800048828125, + 1250.5, + 1262.800048828125, + 1274.800048828125, + 1269.5, + 1271.199951171875, + 1293.0999755859375, + 1285.699951171875, + 1304.0, + 1294.4000244140625, + 1287.800048828125, + 1259.699951171875, + 1258.0999755859375, + 1251.699951171875, + 1219.9000244140625, + 1193.5, + 1160.0, + 1176.5999755859375, + 1164.199951171875, + 1164.800048828125, + 1189.5, + 1205.699951171875, + 1236.5, + 1246.0999755859375, + 1250.800048828125, + 1280.699951171875, + 1290.5, + 1263.800048828125, + 1262.0999755859375, + 1257.0, + 1237.0999755859375, + 1216.0999755859375, + 1195.5, + 1190.9000244140625, + 1194.0, + 1199.800048828125, + 1210.9000244140625, + 1222.199951171875, + 1237.800048828125, + 1247.5999755859375, + 1262.5999755859375, + 1248.4000244140625, + 1236.9000244140625, + 1206.699951171875, + 1200.5999755859375, + 1199.699951171875, + 1176.0999755859375, + 1183.699951171875, + 1183.699951171875, + 1220.300048828125, + 1218.5, + 1222.4000244140625, + 1231.9000244140625, + 1238.0, + 1257.5999755859375, + 1260.9000244140625, + 1264.199951171875, + 1261.699951171875, + 1268.800048828125, + 1256.199951171875, + 1271.5999755859375, + 1281.5, + 1262.300048828125, + 1249.5, + 1258.300048828125, + 1274.300048828125, + 1253.5, + 1248.9000244140625, + 1259.5999755859375, + 1267.300048828125, + 1259.800048828125, + 1239.300048828125, + 1233.9000244140625, + 1234.5, + 1230.699951171875, + 1250.0999755859375, + 1258.800048828125, + 1264.699951171875, + 1286.5, + 1305.0, + 1305.5, + 1292.199951171875, + 1270.5, + 1279.5999755859375, + 1279.5999755859375, + 1292.699951171875, + 1298.300048828125, + 1289.9000244140625, + 1303.300048828125, + 1304.5999755859375, + 1289.800048828125, + 1295.0, + 1296.300048828125, + 1316.300048828125, + 1312.699951171875, + 1312.9000244140625, + 1310.300048828125, + 1279.800048828125, + 1278.300048828125, + 1263.9000244140625, + 1223.9000244140625, + 1227.9000244140625, + 1193.9000244140625, + 1224.9000244140625, + 1227.199951171875, + 1200.9000244140625, + 1189.300048828125, + 1187.800048828125, + 1200.9000244140625, + 1220.4000244140625, + 1201.699951171875, + 1223.699951171875, + 1198.699951171875, + 1214.199951171875, + 1202.699951171875, + 1193.800048828125, + 1217.699951171875, + 1201.199951171875, + 1211.800048828125, + 1214.800048828125, + 1216.199951171875, + 1220.5, + 1240.800048828125, + 1222.4000244140625, + 1200.9000244140625, + 1180.0, + 1185.0999755859375, + 1167.300048828125, + 1171.0999755859375, + 1148.699951171875, + 1145.0999755859375, + 1145.300048828125, + 1155.9000244140625, + 1163.699951171875, + 1144.5, + 1161.9000244140625, + 1130.5999755859375, + 1131.4000244140625, + 1137.0999755859375, + 1104.800048828125, + 1104.699951171875, + 1081.0999755859375, + 1077.5, + 1068.300048828125, + 1062.5, + 1085.4000244140625, + 1081.199951171875, + 1073.5, + 1113.199951171875, + 1114.4000244140625, + 1113.300048828125, + 1126.699951171875, + 1112.800048828125, + 1127.300048828125, + 1103.300048828125, + 1097.699951171875, + 1096.5999755859375, + 1098.0, + 1107.9000244140625, + 1109.699951171875, + 1116.0, + 1111.0999755859375, + 1093.4000244140625, + 1066.300048828125, + 1045.699951171875, + 1046.4000244140625, + 1028.5999755859375, + 1029.800048828125, + 1050.0, + 1045.5999755859375, + 1043.300048828125, + 1029.800048828125, + 1032.9000244140625, + 1040.699951171875, + 1027.300048828125, + 1039.300048828125, + 1077.199951171875, + 1103.9000244140625, + 1083.199951171875, + 1077.199951171875, + 1089.699951171875, + 1110.800048828125, + 1078.4000244140625, + 1089.9000244140625, + 1083.4000244140625, + 1103.199951171875, + 1094.5, + 1073.5999755859375, + 1054.0999755859375, + 1037.199951171875, + 1056.9000244140625, + 1030.4000244140625, + 982.9000244140625, + 987.2000122070312, + 985.5999755859375, + 983.5, + 982.2000122070312, + 974.2000122070312, + 1001.0999755859375, + 1024.4000244140625, + 1044.0, + 1041.9000244140625, + 1036.5, + 1017.7000122070312, + 1020.2000122070312, + 1003.5999755859375, + 1017.2999877929688, + 989.9000244140625, + 966.5999755859375, + 978.7000122070312, + 1006.0, + 1009.7999877929688, + 1021.2999877929688, + 1009.0999755859375, + 1029.800048828125, + 1057.300048828125, + 1056.5999755859375, + 1068.5999755859375, + 1051.0999755859375, + 1020.0999755859375, + 1024.800048828125, + 1011.7999877929688, + 979.5, + 974.7999877929688, + 1002.7000122070312, + 1017.5999755859375, + 1012.7000122070312, + 1039.300048828125, + 1069.199951171875, + 1068.699951171875, + 1047.9000244140625, + 1033.9000244140625, + 1028.699951171875, + 1041.300048828125, + 984.5999755859375, + 1002.0, + 1024.5999755859375, + 1021.5999755859375, + 1030.9000244140625, + 1049.300048828125, + 1046.0, + 1035.699951171875, + 1020.4000244140625, + 1020.5, + 1029.0, + 1023.9000244140625, + 1009.7000122070312, + 1006.7000122070312, + 1014.0, + 1013.5, + 1001.5, + 993.9000244140625, + 1003.2999877929688, + 1003.0999755859375, + 992.0, + 1025.199951171875, + 1039.9000244140625, + 1030.699951171875, + 1068.300048828125, + 1066.800048828125, + 1077.0999755859375, + 1069.0999755859375, + 1072.0, + 1058.5999755859375, + 1070.5999755859375, + 1037.5999755859375, + 1046.199951171875, + 1053.9000244140625, + 1036.300048828125, + 1031.800048828125, + 1039.5, + 1043.5999755859375, + 1029.5999755859375, + 1035.199951171875, + 1042.5999755859375, + 1023.9000244140625, + 1043.0999755859375, + 1044.4000244140625, + 1036.0999755859375, + 1030.0, + 1039.300048828125, + 1042.0999755859375, + 1041.0, + 1042.199951171875, + 1047.800048828125, + 1040.0999755859375, + 1020.9000244140625, + 1026.699951171875, + 1027.5, + 1021.9000244140625, + 1006.0, + 1027.699951171875, + 1033.300048828125, + 1016.5999755859375, + 999.7999877929688, + 992.5999755859375, + 1020.7000122070312, + 1029.699951171875, + 1030.0999755859375, + 1051.199951171875, + 1102.5, + 1111.0, + 1095.5, + 1083.0999755859375, + 1082.0, + 1049.4000244140625, + 1021.2000122070312, + 997.4000244140625, + 996.0, + 994.9000244140625, + 963.4000244140625, + 969.7000122070312, + 994.7000122070312, + 997.0999755859375, + 997.2999877929688, + 1031.0, + 1022.7999877929688, + 1026.5, + 1008.7000122070312, + 1017.2999877929688, + 1006.0999755859375, + 1000.2000122070312, + 999.5, + 1002.0999755859375, + 1027.0, + 1022.2999877929688, + 1030.800048828125, + 1032.699951171875, + 1023.7000122070312, + 1006.7999877929688, + 999.7000122070312, + 1008.7000122070312, + 1041.199951171875, + 1041.800048828125, + 1041.300048828125, + 1033.199951171875, + 1031.800048828125, + 1033.699951171875, + 1008.0, + 986.0999755859375, + 974.5999755859375, + 982.7000122070312, + 1007.4000244140625, + 1014.7000122070312, + 1018.9000244140625, + 1012.4000244140625, + 1003.7000122070312, + 1030.800048828125, + 1026.9000244140625, + 1009.7000122070312, + 1025.699951171875, + 1042.300048828125, + 1042.5999755859375, + 1073.0, + 1057.9000244140625, + 1054.199951171875, + 1059.199951171875, + 1050.0, + 1060.800048828125, + 1054.800048828125, + 1034.199951171875, + 1027.800048828125, + 1054.800048828125, + 1065.800048828125, + 1066.699951171875, + 1043.4000244140625, + 1055.699951171875, + 1059.4000244140625, + 1043.5, + 1034.4000244140625, + 1022.7000122070312, + 991.5999755859375, + 1002.0999755859375, + 1007.4000244140625, + 1004.7999877929688, + 1011.0, + 1015.2000122070312, + 998.7999877929688, + 989.7000122070312, + 983.7000122070312, + 974.2999877929688, + 953.2999877929688, + 937.7999877929688, + 931.2999877929688, + 959.7000122070312, + 952.2000122070312, + 971.0, + 983.7000122070312, + 975.4000244140625, + 989.7999877929688, + 991.7999877929688, + 996.2000122070312, + 976.5999755859375, + 966.9000244140625, + 987.0, + 987.4000244140625, + 984.0999755859375, + 976.2999877929688, + 981.0999755859375, + 983.0999755859375, + 995.0, + 1000.4000244140625, + 1020.2000122070312, + 1014.0, + 1025.5, + 1033.9000244140625, + 994.2000122070312, + 997.4000244140625, + 972.2999877929688, + 974.2000122070312, + 964.7000122070312, + 957.0999755859375, + 958.4000244140625, + 975.5999755859375, + 966.4000244140625, + 964.5, + 954.5999755859375, + 955.5, + 979.7999877929688, + 969.0999755859375, + 949.2999877929688, + 981.0, + 984.0, + 987.9000244140625, + 1000.9000244140625, + 1003.5, + 1012.7999877929688, + 1019.9000244140625, + 1031.199951171875, + 1035.5, + 1051.0999755859375, + 1035.300048828125, + 1010.2000122070312, + 1014.5999755859375, + 1037.300048828125, + 1004.4000244140625, + 991.0999755859375, + 984.5999755859375, + 989.0999755859375, + 991.7999877929688, + 998.7999877929688, + 981.0, + 995.5, + 998.0, + 988.0999755859375, + 995.5, + 996.0999755859375, + 1013.2999877929688, + 1041.300048828125, + 1048.699951171875, + 1044.9000244140625, + 1070.5, + 1064.5999755859375, + 1072.800048828125, + 1040.9000244140625, + 1014.2999877929688, + 1013.0999755859375, + 1013.0, + 995.7999877929688, + 995.0999755859375, + 989.7999877929688, + 968.5, + 976.5, + 963.7999877929688, + 961.0999755859375, + 965.2000122070312, + 997.4000244140625, + 1004.5, + 1018.4000244140625, + 1018.4000244140625, + 1044.699951171875, + 1055.4000244140625, + 1050.0, + 1040.300048828125, + 1028.300048828125, + 1020.7000122070312, + 1010.0, + 985.2999877929688, + 980.7000122070312, + 958.5, + 966.9000244140625, + 977.4000244140625, + 982.9000244140625, + 994.5, + 999.2999877929688, + 1008.4000244140625, + 1015.7000122070312, + 1027.0, + 1024.699951171875, + 1041.0, + 1048.699951171875, + 1040.4000244140625, + 1074.699951171875, + 1058.300048828125, + 1014.4000244140625, + 1013.2000122070312, + 991.9000244140625, + 988.7000122070312, + 984.0, + 973.0999755859375, + 972.4000244140625, + 992.2999877929688, + 979.5999755859375, + 983.5, + 974.7999877929688, + 988.7000122070312, + 987.0999755859375, + 1000.0, + 1017.4000244140625, + 1054.5999755859375, + 1061.0, + 1058.4000244140625, + 1076.5, + 1082.199951171875, + 1086.5999755859375, + 1072.0, + 1041.800048828125, + 1063.5, + 1057.4000244140625, + 1061.699951171875, + 1057.0999755859375, + 1041.800048828125, + 1063.0, + 1065.800048828125, + 1071.199951171875, + 1065.9000244140625, + 1063.699951171875, + 1050.4000244140625, + 1063.9000244140625, + 1044.9000244140625, + 1022.0999755859375, + 1042.699951171875, + 1047.699951171875, + 1067.800048828125, + 1065.0, + 1048.300048828125, + 1023.0999755859375, + 1015.5, + 983.2999877929688, + 990.5, + 996.7000122070312, + 1009.2000122070312, + 1032.5999755859375, + 1059.0999755859375, + 1058.0, + 1062.0, + 1051.0, + 1029.300048828125, + 1037.800048828125, + 1026.4000244140625, + 1025.699951171875, + 1023.5999755859375, + 1029.300048828125, + 1029.5, + 1023.7000122070312, + 1017.7999877929688, + 1012.5, + 1017.2999877929688, + 1018.2999877929688, + 1022.5999755859375, + 1006.0, + 1016.4000244140625, + 1027.5, + 1025.800048828125, + 1020.4000244140625, + 1029.800048828125, + 1014.0, + 1001.9000244140625, + 994.0, + 992.7999877929688, + 1001.2999877929688, + 994.5999755859375, + 994.7000122070312, + 1011.5, + 1016.9000244140625, + 1019.4000244140625, + 1013.4000244140625, + 1014.5, + 1011.7000122070312, + 1007.0999755859375, + 1013.0, + 1030.5, + 1038.9000244140625, + 1046.0999755859375, + 1051.300048828125, + 1066.199951171875, + 1076.199951171875, + 1094.0, + 1083.0, + 1106.800048828125, + 1111.5 + ], + "strengths": [ + -30.5, + 0.382354736328125, + 25.676467895507812, + 29.291671752929688, + 38.0, + 44.37013244628906, + 53.84065246582031, + 80.5, + 94.89999389648438, + 110.10000610351562, + 121.79998779296875, + 140.10000610351562, + 157.79998779296875, + 161.39999389648438, + 181.0, + 213.70001220703125, + 221.60000610351562, + 239.29998779296875, + 259.20001220703125, + 268.70001220703125, + 265.1000061035156, + 255.0, + 260.3999938964844, + 267.20001220703125, + 271.3999938964844, + 278.6000061035156, + 284.6000061035156, + 290.29998779296875, + 302.70001220703125, + 305.70001220703125, + 306.29998779296875, + 305.70001220703125, + 315.70001220703125, + 315.3999938964844, + 310.1000061035156, + 309.8999938964844, + 312.6000061035156, + 315.3999938964844, + 314.29998779296875, + 313.20001220703125, + 324.29998779296875, + 323.0, + 335.79998779296875, + 333.9000244140625, + 339.70001220703125, + 350.0999755859375, + 343.4000244140625, + 349.20001220703125, + 339.4000244140625, + 346.20001220703125, + 348.5999755859375, + 344.0, + 348.5999755859375, + 341.20001220703125, + 338.20001220703125, + 339.4000244140625, + 342.79998779296875, + 346.20001220703125, + 349.4000244140625, + 355.20001220703125, + 357.4000244140625, + 357.20001220703125, + 364.9000244140625, + 372.20001220703125, + 377.4000244140625, + 393.70001220703125, + 414.4000244140625, + 421.29998779296875, + 421.29998779296875, + 421.5999755859375, + 416.79998779296875, + 399.5, + 391.5999755859375, + 382.20001220703125, + 381.0, + 385.9000244140625, + 391.0999755859375, + 398.79998779296875, + 394.0, + 398.79998779296875, + 400.79998779296875, + 405.79998779296875, + 394.70001220703125, + 397.5999755859375, + 398.29998779296875, + 400.9000244140625, + 403.70001220703125, + 403.70001220703125, + 416.5, + 418.29998779296875, + 419.0999755859375, + 421.20001220703125, + 414.5, + 407.79998779296875, + 410.0999755859375, + 403.0999755859375, + 396.4000244140625, + 393.70001220703125, + 397.9000244140625, + 394.5, + 393.79998779296875, + 413.29998779296875, + 417.5, + 422.5, + 432.0, + 435.79998779296875, + 419.5, + 422.29998779296875, + 415.79998779296875, + 408.70001220703125, + 410.9000244140625, + 415.79998779296875, + 419.20001220703125, + 419.0, + 423.70001220703125, + 413.0, + 410.4000244140625, + 407.70001220703125, + 411.5, + 417.20001220703125, + 430.4000244140625, + 432.5, + 444.79998779296875, + 449.9000244140625, + 447.0, + 444.5999755859375, + 448.0999755859375, + 449.0, + 445.4000244140625, + 443.5999755859375, + 442.70001220703125, + 440.4000244140625, + 439.5, + 436.79998779296875, + 429.70001220703125, + 426.20001220703125, + 434.0, + 433.20001220703125, + 436.5999755859375, + 437.0999755859375, + 444.29998779296875, + 445.79998779296875, + 442.79998779296875, + 447.20001220703125, + 438.0, + 446.0, + 442.70001220703125, + 439.79998779296875, + 438.5, + 441.0, + 448.4000244140625, + 446.70001220703125, + 446.20001220703125, + 444.4000244140625, + 442.0, + 440.79998779296875, + 430.5999755859375, + 442.70001220703125, + 446.5, + 453.20001220703125, + 458.29998779296875, + 461.0, + 484.5, + 492.5, + 491.5999755859375, + 485.0, + 480.5, + 479.5999755859375, + 459.79998779296875, + 456.29998779296875, + 452.0, + 455.20001220703125, + 461.5999755859375, + 465.4000244140625, + 476.0999755859375, + 482.29998779296875, + 482.0999755859375, + 481.4000244140625, + 481.29998779296875, + 478.4000244140625, + 483.5, + 486.5, + 495.0999755859375, + 492.79998779296875, + 498.5, + 497.5, + 490.5, + 481.4000244140625, + 477.20001220703125, + 484.5999755859375, + 488.9000244140625, + 493.20001220703125, + 496.0, + 501.5, + 502.20001220703125, + 493.79998779296875, + 487.79998779296875, + 496.20001220703125, + 498.79998779296875, + 502.29998779296875, + 500.0999755859375, + 507.4000244140625, + 512.0999755859375, + 507.70001220703125, + 502.0999755859375, + 499.5999755859375, + 498.9000244140625, + 486.70001220703125, + 484.70001220703125, + 487.9000244140625, + 492.79998779296875, + 493.70001220703125, + 492.20001220703125, + 507.0999755859375, + 507.5999755859375, + 510.0999755859375, + 510.9000244140625, + 505.0999755859375, + 506.29998779296875, + 503.70001220703125, + 500.70001220703125, + 501.9000244140625, + 501.5999755859375, + 505.4000244140625, + 510.70001220703125, + 508.79998779296875, + 497.29998779296875, + 494.4000244140625, + 484.0, + 476.0, + 480.4000244140625, + 482.4000244140625, + 486.5, + 493.20001220703125, + 500.5999755859375, + 508.70001220703125, + 523.4000244140625, + 539.0, + 548.5999755859375, + 567.5999755859375, + 578.2999877929688, + 567.4000244140625, + 554.2999877929688, + 592.5999755859375, + 587.2000122070312, + 568.7999877929688, + 575.2000122070312, + 599.5999755859375, + 589.7000122070312, + 585.7999877929688, + 594.5, + 593.5999755859375, + 605.5999755859375, + 601.5999755859375, + 598.2999877929688, + 613.9000244140625, + 641.7000122070312, + 684.5999755859375, + 682.4000244140625, + 730.7000122070312, + 746.5, + 748.0999755859375, + 769.5999755859375, + 774.7999877929688, + 787.7999877929688, + 776.4000244140625, + 783.0, + 791.5, + 809.0, + 830.5, + 832.5999755859375, + 843.800048828125, + 857.0, + 853.4000244140625, + 858.4000244140625, + 871.300048828125, + 897.0999755859375, + 913.9000244140625, + 927.800048828125, + 924.5999755859375, + 914.699951171875, + 882.800048828125, + 882.5999755859375, + 901.300048828125, + 918.5999755859375, + 922.300048828125, + 958.5999755859375, + 977.9000244140625, + 957.0, + 949.0999755859375, + 958.9000244140625, + 966.5, + 943.0, + 950.699951171875, + 937.800048828125, + 941.300048828125, + 933.5999755859375, + 905.9000244140625, + 900.4000244140625, + 919.9000244140625, + 889.699951171875, + 907.5999755859375, + 920.4000244140625, + 945.699951171875, + 927.300048828125, + 908.9000244140625, + 948.4000244140625, + 944.199951171875, + 935.0999755859375, + 933.699951171875, + 956.4000244140625, + 963.5999755859375, + 966.199951171875, + 969.0, + 943.199951171875, + 937.5999755859375, + 947.0999755859375, + 973.300048828125, + 963.4000244140625, + 953.4000244140625, + 976.9000244140625, + 971.699951171875, + 972.5, + 972.5999755859375, + 965.5999755859375, + 962.199951171875, + 963.300048828125, + 977.0, + 967.0, + 944.800048828125, + 946.4000244140625, + 968.4000244140625, + 972.0999755859375, + 963.300048828125, + 958.0999755859375, + 975.9000244140625, + 978.699951171875, + 989.0999755859375, + 967.5999755859375, + 978.699951171875, + 994.199951171875, + 1002.9000244140625, + 998.0999755859375, + 988.699951171875, + 1007.5999755859375, + 996.5, + 1005.199951171875, + 984.0999755859375, + 975.699951171875, + 985.5999755859375, + 983.9000244140625, + 1000.199951171875, + 987.5, + 1004.0999755859375, + 1028.199951171875, + 1002.9000244140625, + 1001.199951171875, + 993.5, + 986.5999755859375, + 987.9000244140625, + 985.4000244140625, + 1015.0, + 1008.5, + 1032.199951171875, + 1037.699951171875, + 1049.300048828125, + 1018.0, + 995.9000244140625, + 999.4000244140625, + 960.0999755859375, + 967.9000244140625, + 950.0999755859375, + 967.0, + 969.5999755859375, + 973.0, + 1000.4000244140625, + 1012.0999755859375, + 1044.5, + 1036.9000244140625, + 1037.4000244140625, + 1035.199951171875, + 1032.9000244140625, + 1037.4000244140625, + 1054.300048828125, + 1041.0999755859375, + 1029.9000244140625, + 1008.0, + 1014.0999755859375, + 993.4000244140625, + 942.800048828125, + 952.699951171875, + 965.300048828125, + 992.9000244140625, + 982.5, + 978.4000244140625, + 1011.300048828125, + 1002.300048828125, + 996.0, + 983.300048828125, + 990.5999755859375, + 1011.800048828125, + 1032.199951171875, + 1030.5999755859375, + 1023.199951171875, + 1019.199951171875, + 1040.0, + 1045.4000244140625, + 1027.800048828125, + 1030.800048828125, + 1051.300048828125, + 1055.0, + 1067.300048828125, + 1079.300048828125, + 1074.0, + 1075.699951171875, + 1097.5999755859375, + 1090.199951171875, + 1108.5, + 1098.9000244140625, + 1092.300048828125, + 1064.199951171875, + 1062.5999755859375, + 1056.199951171875, + 1024.4000244140625, + 998.0, + 964.5, + 981.0999755859375, + 968.699951171875, + 969.300048828125, + 994.0, + 1010.199951171875, + 1041.0, + 1050.5999755859375, + 1055.300048828125, + 1085.199951171875, + 1095.0, + 1068.300048828125, + 1066.5999755859375, + 1061.5, + 1041.5999755859375, + 1020.5999755859375, + 1000.0, + 995.4000244140625, + 998.5, + 1004.300048828125, + 1015.4000244140625, + 1026.699951171875, + 1042.300048828125, + 1052.0999755859375, + 1067.0999755859375, + 1052.9000244140625, + 1041.4000244140625, + 1011.199951171875, + 1005.0999755859375, + 1004.199951171875, + 980.5999755859375, + 988.199951171875, + 988.199951171875, + 1024.800048828125, + 1023.0, + 1026.9000244140625, + 1036.4000244140625, + 1042.5, + 1062.0999755859375, + 1065.4000244140625, + 1068.699951171875, + 1066.199951171875, + 1073.300048828125, + 1060.699951171875, + 1076.0999755859375, + 1086.0, + 1066.800048828125, + 1054.0, + 1062.800048828125, + 1078.800048828125, + 1058.0, + 1053.4000244140625, + 1064.0999755859375, + 1071.800048828125, + 1064.300048828125, + 1043.800048828125, + 1038.4000244140625, + 1039.0, + 1035.199951171875, + 1054.5999755859375, + 1063.300048828125, + 1069.199951171875, + 1091.0, + 1109.5, + 1110.0, + 1096.699951171875, + 1075.0, + 1084.0999755859375, + 1084.0999755859375, + 1097.199951171875, + 1102.800048828125, + 1094.4000244140625, + 1107.800048828125, + 1109.0999755859375, + 1094.300048828125, + 1099.5, + 1100.800048828125, + 1120.800048828125, + 1117.199951171875, + 1117.4000244140625, + 1114.800048828125, + 1084.300048828125, + 1082.800048828125, + 1068.4000244140625, + 1028.4000244140625, + 1032.4000244140625, + 998.4000244140625, + 1029.4000244140625, + 1031.699951171875, + 1005.4000244140625, + 993.800048828125, + 992.300048828125, + 1005.4000244140625, + 1024.9000244140625, + 1006.199951171875, + 1028.199951171875, + 1003.199951171875, + 1018.699951171875, + 1007.199951171875, + 998.300048828125, + 1022.199951171875, + 1005.699951171875, + 1016.300048828125, + 1019.300048828125, + 1020.699951171875, + 1025.0, + 1045.300048828125, + 1026.9000244140625, + 1005.4000244140625, + 984.5, + 989.5999755859375, + 971.800048828125, + 975.5999755859375, + 953.199951171875, + 949.5999755859375, + 949.800048828125, + 960.4000244140625, + 968.199951171875, + 949.0, + 966.4000244140625, + 935.0999755859375, + 935.9000244140625, + 941.5999755859375, + 909.300048828125, + 909.199951171875, + 885.5999755859375, + 882.0, + 872.800048828125, + 867.0, + 889.9000244140625, + 885.699951171875, + 878.0, + 917.699951171875, + 918.9000244140625, + 917.800048828125, + 931.199951171875, + 917.300048828125, + 931.800048828125, + 907.800048828125, + 902.199951171875, + 901.0999755859375, + 902.5, + 912.4000244140625, + 914.199951171875, + 920.5, + 915.5999755859375, + 897.9000244140625, + 870.800048828125, + 850.199951171875, + 850.9000244140625, + 833.0999755859375, + 834.300048828125, + 854.5, + 850.0999755859375, + 847.800048828125, + 834.300048828125, + 837.4000244140625, + 845.199951171875, + 831.800048828125, + 843.800048828125, + 881.699951171875, + 908.4000244140625, + 887.699951171875, + 881.699951171875, + 894.199951171875, + 915.300048828125, + 882.9000244140625, + 894.4000244140625, + 887.9000244140625, + 907.699951171875, + 899.0, + 878.0999755859375, + 858.5999755859375, + 841.699951171875, + 861.4000244140625, + 834.9000244140625, + 787.4000244140625, + 791.7000122070312, + 790.0999755859375, + 788.0, + 786.7000122070312, + 778.7000122070312, + 805.5999755859375, + 828.9000244140625, + 848.5, + 846.4000244140625, + 841.0, + 822.2000122070312, + 824.7000122070312, + 808.0999755859375, + 821.7999877929688, + 794.4000244140625, + 771.0999755859375, + 783.2000122070312, + 810.5, + 814.2999877929688, + 825.7999877929688, + 813.5999755859375, + 834.300048828125, + 861.800048828125, + 861.0999755859375, + 873.0999755859375, + 855.5999755859375, + 824.5999755859375, + 829.300048828125, + 816.2999877929688, + 784.0, + 779.2999877929688, + 807.2000122070312, + 822.0999755859375, + 817.2000122070312, + 843.800048828125, + 873.699951171875, + 873.199951171875, + 852.4000244140625, + 838.4000244140625, + 833.199951171875, + 845.800048828125, + 789.0999755859375, + 806.5, + 829.0999755859375, + 826.0999755859375, + 835.4000244140625, + 853.800048828125, + 850.5, + 840.199951171875, + 824.9000244140625, + 825.0, + 833.5, + 828.4000244140625, + 814.2000122070312, + 811.2000122070312, + 818.5, + 818.0, + 806.0, + 798.4000244140625, + 807.7999877929688, + 807.5999755859375, + 796.5, + 829.699951171875, + 844.4000244140625, + 835.199951171875, + 872.800048828125, + 871.300048828125, + 881.5999755859375, + 873.5999755859375, + 876.5, + 863.0999755859375, + 875.0999755859375, + 842.0999755859375, + 850.699951171875, + 858.4000244140625, + 840.800048828125, + 836.300048828125, + 844.0, + 848.0999755859375, + 834.0999755859375, + 839.699951171875, + 847.0999755859375, + 828.4000244140625, + 847.5999755859375, + 848.9000244140625, + 840.5999755859375, + 834.5, + 843.800048828125, + 846.5999755859375, + 845.5, + 846.699951171875, + 852.300048828125, + 844.5999755859375, + 825.4000244140625, + 831.199951171875, + 832.0, + 826.4000244140625, + 810.5, + 832.199951171875, + 837.800048828125, + 821.0999755859375, + 804.2999877929688, + 797.0999755859375, + 825.2000122070312, + 834.199951171875, + 834.5999755859375, + 855.699951171875, + 907.0, + 915.5, + 900.0, + 887.5999755859375, + 886.5, + 853.9000244140625, + 825.7000122070312, + 801.9000244140625, + 800.5, + 799.4000244140625, + 767.9000244140625, + 774.2000122070312, + 799.2000122070312, + 801.5999755859375, + 801.7999877929688, + 835.5, + 827.2999877929688, + 831.0, + 813.2000122070312, + 821.7999877929688, + 810.5999755859375, + 804.7000122070312, + 804.0, + 806.5999755859375, + 831.5, + 826.7999877929688, + 835.300048828125, + 837.199951171875, + 828.2000122070312, + 811.2999877929688, + 804.2000122070312, + 813.2000122070312, + 845.699951171875, + 846.300048828125, + 845.800048828125, + 837.699951171875, + 836.300048828125, + 838.199951171875, + 812.5, + 790.5999755859375, + 779.0999755859375, + 787.2000122070312, + 811.9000244140625, + 819.2000122070312, + 823.4000244140625, + 816.9000244140625, + 808.2000122070312, + 835.300048828125, + 831.4000244140625, + 814.2000122070312, + 830.199951171875, + 846.800048828125, + 847.0999755859375, + 877.5, + 862.4000244140625, + 858.699951171875, + 863.699951171875, + 854.5, + 865.300048828125, + 859.300048828125, + 838.699951171875, + 832.300048828125, + 859.300048828125, + 870.300048828125, + 871.199951171875, + 847.9000244140625, + 860.199951171875, + 863.9000244140625, + 848.0, + 838.9000244140625, + 827.2000122070312, + 796.0999755859375, + 806.5999755859375, + 811.9000244140625, + 809.2999877929688, + 815.5, + 819.7000122070312, + 803.2999877929688, + 794.2000122070312, + 788.2000122070312, + 778.7999877929688, + 757.7999877929688, + 742.2999877929688, + 735.7999877929688, + 764.2000122070312, + 756.7000122070312, + 775.5, + 788.2000122070312, + 779.9000244140625, + 794.2999877929688, + 796.2999877929688, + 800.7000122070312, + 781.0999755859375, + 771.4000244140625, + 791.5, + 791.9000244140625, + 788.5999755859375, + 780.7999877929688, + 785.5999755859375, + 787.5999755859375, + 799.5, + 804.9000244140625, + 824.7000122070312, + 818.5, + 830.0, + 838.4000244140625, + 798.7000122070312, + 801.9000244140625, + 776.7999877929688, + 778.7000122070312, + 769.2000122070312, + 761.5999755859375, + 762.9000244140625, + 780.0999755859375, + 770.9000244140625, + 769.0, + 759.0999755859375, + 760.0, + 784.2999877929688, + 773.5999755859375, + 753.7999877929688, + 785.5, + 788.5, + 792.4000244140625, + 805.4000244140625, + 808.0, + 817.2999877929688, + 824.4000244140625, + 835.699951171875, + 840.0, + 855.5999755859375, + 839.800048828125, + 814.7000122070312, + 819.0999755859375, + 841.800048828125, + 808.9000244140625, + 795.5999755859375, + 789.0999755859375, + 793.5999755859375, + 796.2999877929688, + 803.2999877929688, + 785.5, + 800.0, + 802.5, + 792.5999755859375, + 800.0, + 800.5999755859375, + 817.7999877929688, + 845.800048828125, + 853.199951171875, + 849.4000244140625, + 875.0, + 869.0999755859375, + 877.300048828125, + 845.4000244140625, + 818.7999877929688, + 817.5999755859375, + 817.5, + 800.2999877929688, + 799.5999755859375, + 794.2999877929688, + 773.0, + 781.0, + 768.2999877929688, + 765.5999755859375, + 769.7000122070312, + 801.9000244140625, + 809.0, + 822.9000244140625, + 822.9000244140625, + 849.199951171875, + 859.9000244140625, + 854.5, + 844.800048828125, + 832.800048828125, + 825.2000122070312, + 814.5, + 789.7999877929688, + 785.2000122070312, + 763.0, + 771.4000244140625, + 781.9000244140625, + 787.4000244140625, + 799.0, + 803.7999877929688, + 812.9000244140625, + 820.2000122070312, + 831.5, + 829.199951171875, + 845.5, + 853.199951171875, + 844.9000244140625, + 879.199951171875, + 862.800048828125, + 818.9000244140625, + 817.7000122070312, + 796.4000244140625, + 793.2000122070312, + 788.5, + 777.5999755859375, + 776.9000244140625, + 796.7999877929688, + 784.0999755859375, + 788.0, + 779.2999877929688, + 793.2000122070312, + 791.5999755859375, + 804.5, + 821.9000244140625, + 859.0999755859375, + 865.5, + 862.9000244140625, + 881.0, + 886.699951171875, + 891.0999755859375, + 876.5, + 846.300048828125, + 868.0, + 861.9000244140625, + 866.199951171875, + 861.5999755859375, + 846.300048828125, + 867.5, + 870.300048828125, + 875.699951171875, + 870.4000244140625, + 868.199951171875, + 854.9000244140625, + 868.4000244140625, + 849.4000244140625, + 826.5999755859375, + 847.199951171875, + 852.199951171875, + 872.300048828125, + 869.5, + 852.800048828125, + 827.5999755859375, + 820.0, + 787.7999877929688, + 795.0, + 801.2000122070312, + 813.7000122070312, + 837.0999755859375, + 863.5999755859375, + 862.5, + 866.5, + 855.5, + 833.800048828125, + 842.300048828125, + 830.9000244140625, + 830.199951171875, + 828.0999755859375, + 833.800048828125, + 834.0, + 828.2000122070312, + 822.2999877929688, + 817.0, + 821.7999877929688, + 822.7999877929688, + 827.0999755859375, + 810.5, + 820.9000244140625, + 832.0, + 830.300048828125, + 824.9000244140625, + 834.300048828125, + 818.5, + 806.4000244140625, + 798.5, + 797.2999877929688, + 805.7999877929688, + 799.0999755859375, + 799.2000122070312, + 816.0, + 821.4000244140625, + 823.9000244140625, + 817.9000244140625, + 819.0, + 816.2000122070312, + 811.5999755859375, + 817.5, + 835.0, + 843.4000244140625, + 850.5999755859375, + 855.800048828125, + 870.699951171875, + 880.699951171875, + 898.5, + 887.5, + 911.300048828125, + 916.0 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 0.00010063476656796411, + 0.0004897349863313138, + -5.8055517001776025e-05, + -1.086241718439851e-05, + 5.296920448927267e-07, + 5.128148131916532e-06, + 7.584808827232337e-06, + 8.579413588449825e-06, + 8.929660907597281e-06, + 8.964216249296442e-06, + 8.839457223075442e-06, + 8.63048990140669e-06, + 8.396848897973541e-06, + 8.137750228343066e-06, + 7.854127943573985e-06, + 7.58833994041197e-06, + 7.330040716624353e-06, + 7.079984698066255e-06, + 6.848190878372407e-06, + 6.641531854256755e-06, + 6.4591868067509495e-06, + 6.2869262364984024e-06, + 6.123134426161414e-06, + 5.9686631175281946e-06, + 5.821156719321152e-06, + 5.680798039975343e-06, + 5.547206910705427e-06, + 5.417185093392618e-06, + 5.294493348628748e-06, + 5.179254458198557e-06, + 5.071058239991544e-06, + 4.9657837735139765e-06, + 4.866555173066445e-06, + 4.774177796207368e-06, + 4.686486590799177e-06, + 4.602319677360356e-06, + 4.521420123637654e-06, + 4.444498699740507e-06, + 4.3712179831345566e-06, + 4.298652584111551e-06, + 4.22950643041986e-06, + 4.1607149796618614e-06, + 4.095237272849772e-06, + 4.031403477711137e-06, + 3.968374585383572e-06, + 3.909082806785591e-06, + 3.851177098113112e-06, + 3.797039653363754e-06, + 3.7438464914885117e-06, + 3.6922394883731613e-06, + 3.643113359430572e-06, + 3.5950445180787938e-06, + 3.5495656902639894e-06, + 3.50592085851531e-06, + 3.463477469267673e-06, + 3.421921746848966e-06, + 3.3812304991442943e-06, + 3.3414039535273332e-06, + 3.3021372018993134e-06, + 3.263813141529681e-06, + 3.226640274078818e-06, + 3.1897805001790402e-06, + 3.15329657496477e-06, + 3.1174017749435734e-06, + 3.08109065372264e-06, + 3.0440796763286926e-06, + 3.007671466548345e-06, + 2.972428092107293e-06, + 2.938262241514167e-06, + 2.905508836192894e-06, + 2.8750114324793685e-06, + 2.8459171517170034e-06, + 2.8182428195577813e-06, + 2.791330189211294e-06, + 2.7647317892842693e-06, + 2.7384294298826717e-06, + 2.7122641768073663e-06, + 2.687038204385317e-06, + 2.6621107735991245e-06, + 2.6376503683422925e-06, + 2.6134673589695012e-06, + 2.5904846552293748e-06, + 2.5678473321022466e-06, + 2.545668849052163e-06, + 2.5238323360099457e-06, + 2.5023200578289106e-06, + 2.4812695755827008e-06, + 2.4600212782388553e-06, + 2.4391467832174385e-06, + 2.418684289295925e-06, + 2.3985585357877426e-06, + 2.3791669718775665e-06, + 2.3604729904036503e-06, + 2.342044126635301e-06, + 2.3242791939992458e-06, + 2.307134082002449e-06, + 2.290413249284029e-06, + 2.2738163352187257e-06, + 2.257652568005142e-06, + 2.2417975742428098e-06, + 2.2254525902098976e-06, + 2.2092431208875496e-06, + 2.193140062445309e-06, + 2.1769797058368567e-06, + 2.160981694032671e-06, + 2.1458604351209942e-06, + 2.1309042494976893e-06, + 2.116431005561026e-06, + 2.102440930684679e-06, + 2.0886041056655813e-06, + 2.074830263154581e-06, + 2.061170789602329e-06, + 2.0477393718465464e-06, + 2.034377303061774e-06, + 2.021559112108662e-06, + 2.009017180171213e-06, + 1.996745368160191e-06, + 1.9845442693622317e-06, + 1.9723599962162552e-06, + 1.9599835923145292e-06, + 1.947739974639262e-06, + 1.9353469724592287e-06, + 1.9230124053137843e-06, + 1.9109520508209243e-06, + 1.8991437400472932e-06, + 1.8874263787438395e-06, + 1.87586647371063e-06, + 1.864573505372391e-06, + 1.8534935861680424e-06, + 1.8425987491355045e-06, + 1.8319176433578832e-06, + 1.8214103647551383e-06, + 1.8111146573573933e-06, + 1.801125335987308e-06, + 1.7913498595589772e-06, + 1.7815284536482068e-06, + 1.7718564322422026e-06, + 1.7622381847104407e-06, + 1.7527368072478566e-06, + 1.7432076901968685e-06, + 1.7337744111500797e-06, + 1.7245286016986938e-06, + 1.715313828754006e-06, + 1.7064053281501401e-06, + 1.6974504433164839e-06, + 1.688675524746941e-06, + 1.6800674984551733e-06, + 1.6715914625820005e-06, + 1.6631719290671754e-06, + 1.6547172663194942e-06, + 1.6463991414639167e-06, + 1.638192202335631e-06, + 1.6301174809996155e-06, + 1.6221823671003222e-06, + 1.6143621905939654e-06, + 1.6068108834588202e-06, + 1.599136226104747e-06, + 1.5914858977339463e-06, + 1.5838119225008995e-06, + 1.5761436316097388e-06, + 1.568521952322044e-06, + 1.560609916850808e-06, + 1.5526692322964664e-06, + 1.544843598821899e-06, + 1.5372193047369365e-06, + 1.5297578102035914e-06, + 1.5223995433188975e-06, + 1.5154266748140799e-06, + 1.508583750364778e-06, + 1.5018791827969835e-06, + 1.4952000810808386e-06, + 1.488500856794417e-06, + 1.481820504523057e-06, + 1.4750625041415333e-06, + 1.4682938171972637e-06, + 1.4616042562920484e-06, + 1.4549993920809356e-06, + 1.4484693338090437e-06, + 1.442049892830255e-06, + 1.4356328392750584e-06, + 1.4292469359133975e-06, + 1.4228201052901568e-06, + 1.4164940012051375e-06, + 1.410165509696526e-06, + 1.4039194411452627e-06, + 1.3978279866933008e-06, + 1.391912519466132e-06, + 1.3861089200872811e-06, + 1.3802758758174605e-06, + 1.3744520401814952e-06, + 1.368637981613574e-06, + 1.3628520036945702e-06, + 1.3570630699177855e-06, + 1.3513266594600282e-06, + 1.3457446357278968e-06, + 1.340285734841018e-06, + 1.3347882941161515e-06, + 1.3293180245455005e-06, + 1.3238650353741832e-06, + 1.318490376434056e-06, + 1.3130921843185206e-06, + 1.3076992217975203e-06, + 1.3024064173805527e-06, + 1.2972238891961752e-06, + 1.2921171901325579e-06, + 1.2870667660536128e-06, + 1.2821861901102238e-06, + 1.2773701882906607e-06, + 1.2725668057100847e-06, + 1.267759671463864e-06, + 1.2629878938241745e-06, + 1.2582742101585609e-06, + 1.253462642125669e-06, + 1.2486915466070059e-06, + 1.2439417105269968e-06, + 1.2392288226692472e-06, + 1.2346123412498855e-06, + 1.2300270100240596e-06, + 1.2255063666088972e-06, + 1.2210529121148284e-06, + 1.216628220390703e-06, + 1.2122450243623462e-06, + 1.207867626362713e-06, + 1.203483293465979e-06, + 1.199153984998702e-06, + 1.1949591680604499e-06, + 1.1908239230251638e-06, + 1.186809072351025e-06, + 1.1828919923573267e-06, + 1.1789702512032818e-06, + 1.1750634030249785e-06, + 1.1711547358572716e-06, + 1.1672241271298844e-06, + 1.1632670293693081e-06, + 1.1592793498493847e-06, + 1.1552111800483544e-06, + 1.1510583135532215e-06, + 1.1468694083305309e-06, + 1.14257522909611e-06, + 1.138241486842162e-06, + 1.134029389504576e-06, + 1.1299520110696903e-06, + 1.1256331617914839e-06, + 1.1213946891075466e-06, + 1.1173270877407049e-06, + 1.1132510735478718e-06, + 1.109041818381229e-06, + 1.1049410204577725e-06, + 1.1009050240318174e-06, + 1.0968468586725066e-06, + 1.092832349058881e-06, + 1.088774638446921e-06, + 1.0847812745851115e-06, + 1.080846345757891e-06, + 1.0768460469989805e-06, + 1.0727047765612951e-06, + 1.0683316986614955e-06, + 1.0640183063514996e-06, + 1.0594498007776565e-06, + 1.0548353657213738e-06, + 1.05026390428975e-06, + 1.0456153631821508e-06, + 1.0409901278762845e-06, + 1.0363426099502249e-06, + 1.0318158274458256e-06, + 1.0273033694829792e-06, + 1.0227947768726153e-06, + 1.0182405958403251e-06, + 1.0136212722500204e-06, + 1.0090462865264271e-06, + 1.004465957521461e-06, + 9.998707355407532e-07, + 9.95350433186104e-07, + 9.908587799145607e-07, + 9.86355075838219e-07, + 9.817753152674413e-07, + 9.771687246029614e-07, + 9.725516747494112e-07, + 9.680090897745686e-07, + 9.635715514377807e-07, + 9.593404683982953e-07, + 9.551602033752715e-07, + 9.509416827313544e-07, + 9.466936603530485e-07, + 9.424800850865722e-07, + 9.381543577546836e-07, + 9.337969117950706e-07, + 9.295858944824431e-07, + 9.254603696717822e-07, + 9.213425187226676e-07, + 9.172423460768186e-07, + 9.132893978858192e-07, + 9.093507742363727e-07, + 9.055104897015553e-07, + 9.016998205879645e-07, + 8.979630479188927e-07, + 8.943768534663832e-07, + 8.908503446036775e-07, + 8.872859211805917e-07, + 8.838748044581735e-07, + 8.804312301435857e-07, + 8.769756618676183e-07, + 8.734631364859524e-07, + 8.700556008989224e-07, + 8.667502129355853e-07, + 8.633371066935069e-07, + 8.599750458415656e-07, + 8.566801170672989e-07, + 8.534237849744386e-07, + 8.501228307977726e-07, + 8.468317673759884e-07, + 8.435662834926916e-07, + 8.403254696531803e-07, + 8.372030038117373e-07, + 8.341299917447031e-07, + 8.310565249303181e-07, + 8.279296821456228e-07, + 8.248658218690252e-07, + 8.218636935453105e-07, + 8.188180800061673e-07, + 8.158187938533956e-07, + 8.128466788548394e-07, + 8.099033834696456e-07, + 8.070096555456985e-07, + 8.04153614808456e-07, + 8.01321505150554e-07, + 7.984764351931517e-07, + 7.956871854730707e-07, + 7.929871799206012e-07, + 7.90307069564733e-07, + 7.875897836129298e-07, + 7.848873337934492e-07, + 7.82233769314189e-07, + 7.796183467689843e-07, + 7.769783678668318e-07, + 7.743548167127301e-07, + 7.717276275798213e-07, + 7.69180644510925e-07, + 7.666272381356976e-07, + 7.640566650479741e-07, + 7.614870582983713e-07, + 7.589528649987187e-07, + 7.564647717117623e-07, + 7.53951724163926e-07, + 7.514884146075929e-07, + 7.49025389268354e-07, + 7.466350666618382e-07, + 7.442852734129701e-07, + 7.419316716550384e-07, + 7.396019441330282e-07, + 7.372536288130505e-07, + 7.349546535806439e-07, + 7.326367494897568e-07, + 7.30283545635757e-07, + 7.280077056748269e-07, + 7.257547167682787e-07, + 7.235374823721941e-07, + 7.21353501376143e-07, + 7.191841859821579e-07, + 7.170376647991361e-07, + 7.148445320126484e-07, + 7.126831746973039e-07, + 7.104891892595333e-07, + 7.083017976583506e-07, + 7.061083806547686e-07, + 7.039977845124668e-07, + 7.01949261383561e-07, + 6.999094921411597e-07, + 6.979647650950938e-07, + 6.960186169635563e-07, + 6.94122206823522e-07, + 6.922060151737242e-07, + 6.902986910972686e-07, + 6.883986429784272e-07, + 6.864594297439908e-07, + 6.845123721177515e-07, + 6.82518475514371e-07, + 6.805543648624734e-07, + 6.786044650652912e-07, + 6.766735509700084e-07, + 6.747615657332062e-07, + 6.728557195856411e-07, + 6.709335593768628e-07, + 6.690499390060722e-07, + 6.672004246865981e-07, + 6.654033768427325e-07, + 6.636084322053648e-07, + 6.618624865950551e-07, + 6.602165854019404e-07, + 6.585643177459133e-07, + 6.569011929968838e-07, + 6.552020295202965e-07, + 6.535320267175848e-07, + 6.518801001220709e-07, + 6.501841767203587e-07, + 6.485147991952545e-07, + 6.468671358561551e-07, + 6.4525119114478e-07, + 6.436340527216089e-07, + 6.419933242796105e-07, + 6.403308248081885e-07, + 6.386823088178062e-07, + 6.370567007252248e-07, + 6.354483161885582e-07, + 6.33818160622468e-07, + 6.321906766970642e-07, + 6.306014483925537e-07, + 6.290181318036048e-07, + 6.274142378970282e-07, + 6.25815516741568e-07, + 6.242092354113993e-07, + 6.225960760275484e-07, + 6.210017318153405e-07, + 6.194158572725428e-07, + 6.1780878013451e-07, + 6.162235308693198e-07, + 6.146228770376183e-07, + 6.130469500931213e-07, + 6.114912025623198e-07, + 6.099856477703725e-07, + 6.084920869398047e-07, + 6.070171707506233e-07, + 6.055956305317522e-07, + 6.042191103006189e-07, + 6.028964207871468e-07, + 6.015587246110954e-07, + 6.002454711051541e-07, + 5.989387545923819e-07, + 5.976064585411223e-07, + 5.962603495390795e-07, + 5.94881441884354e-07, + 5.934983846600517e-07, + 5.921176011725038e-07, + 5.907065769861219e-07, + 5.892918579775142e-07, + 5.879202262804029e-07, + 5.865592243026185e-07, + 5.852129447703192e-07, + 5.838998049512156e-07, + 5.82620600653172e-07, + 5.813742518512299e-07, + 5.80140522288275e-07, + 5.789097485831007e-07, + 5.776785769739945e-07, + 5.764407546848815e-07, + 5.75196224872343e-07, + 5.739398716286814e-07, + 5.726790277549298e-07, + 5.71407667848689e-07, + 5.701604095520452e-07, + 5.689337854164478e-07, + 5.677493390976451e-07, + 5.665783646691125e-07, + 5.654146093547752e-07, + 5.642841642838903e-07, + 5.631508201986435e-07, + 5.620233878289582e-07, + 5.608602577922284e-07, + 5.597054268946522e-07, + 5.585524149864796e-07, + 5.573949124482169e-07, + 5.562368983191845e-07, + 5.550636501538975e-07, + 5.538931873161346e-07, + 5.527255666493147e-07, + 5.515672114597692e-07, + 5.504074351847521e-07, + 5.492675541063363e-07, + 5.481173843691067e-07, + 5.469631219057192e-07, + 5.458353484755207e-07, + 5.447271291814104e-07, + 5.436154992821685e-07, + 5.424931828201807e-07, + 5.413984354163404e-07, + 5.403140903581516e-07, + 5.392245157054276e-07, + 5.381327810027869e-07, + 5.370544045035786e-07, + 5.36002232820465e-07, + 5.349608045435161e-07, + 5.339240374269139e-07, + 5.328962515704916e-07, + 5.318543685461918e-07, + 5.30809245447017e-07, + 5.29763781287329e-07, + 5.287024578137789e-07, + 5.27628799318336e-07, + 5.265604272608471e-07, + 5.255104156276502e-07, + 5.244864951237105e-07, + 5.234591071712202e-07, + 5.22437005656684e-07, + 5.214077987147903e-07, + 5.203787054597342e-07, + 5.193626293475972e-07, + 5.183393909646838e-07, + 5.173202453079284e-07, + 5.163198011359782e-07, + 5.153196980245411e-07, + 5.143234602655866e-07, + 5.133142622071318e-07, + 5.123135338180873e-07, + 5.113176939630648e-07, + 5.103291869090754e-07, + 5.093724553262291e-07, + 5.084216923023632e-07, + 5.074880959909933e-07, + 5.065936079517996e-07, + 5.056996315033757e-07, + 5.048389652984042e-07, + 5.039555048824695e-07, + 5.03074033986195e-07, + 5.022187679060153e-07, + 5.013769737161056e-07, + 5.005399543733802e-07, + 4.996955453862029e-07, + 4.988385171600385e-07, + 4.980007588528679e-07, + 4.971483917870501e-07, + 4.96320240017667e-07, + 4.954829364578472e-07, + 4.946585931975278e-07, + 4.938448796565353e-07, + 4.930153068016807e-07, + 4.922025595988089e-07, + 4.913845828014018e-07, + 4.905676860289532e-07, + 4.897531766800967e-07, + 4.889386673312401e-07, + 4.881115387433965e-07, + 4.873024295193318e-07, + 4.865135565523815e-07, + 4.857441808781005e-07, + 4.849738957091176e-07, + 4.842204930355365e-07, + 4.834670335185365e-07, + 4.827337534152321e-07, + 4.820059302801383e-07, + 4.812806650988932e-07, + 4.805500566362753e-07, + 4.7981632178562e-07, + 4.790998673342983e-07, + 4.783729536939063e-07, + 4.776721880261903e-07, + 4.769733550347155e-07, + 4.762728167406749e-07, + 4.7559868221469515e-07, + 4.749269919557264e-07, + 4.7427491267626465e-07, + 4.7362766508740606e-07, + 4.729892282284709e-07, + 4.7235707256731985e-07, + 4.71710336569231e-07, + 4.710688017439679e-07, + 4.704348839368322e-07, + 4.697745623616356e-07, + 4.6911563345020113e-07, + 4.684597456616757e-07, + 4.6779655349382665e-07, + 4.671455258176138e-07, + 4.664864547976322e-07, + 4.6584656843151606e-07, + 4.652127358895086e-07, + 4.645817455184442e-07, + 4.639518635940476e-07, + 4.6331717840075726e-07, + 4.6268337428045925e-07, + 4.620472964234068e-07, + 4.6141673237798386e-07, + 4.608003791872761e-07, + 4.6020454647077713e-07, + 4.596245730681403e-07, + 4.590458502207184e-07, + 4.584809119023703e-07, + 4.579167693918862e-07, + 4.5734068976344133e-07, + 4.567692997170525e-07, + 4.5620109290211985e-07, + 4.556436010716425e-07, + 4.550856544938142e-07, + 4.5452415520230716e-07, + 4.539731150998705e-07, + 4.5341576537794026e-07, + 4.5283513827598654e-07, + 4.5223876554700837e-07, + 4.5165785422796034e-07, + 4.510826272507984e-07, + 4.5050106223243347e-07, + 4.4990761693952663e-07, + 4.493369942792924e-07, + 4.487606872771721e-07, + 4.4819032041232276e-07, + 4.47609096454471e-07, + 4.470352052976523e-07, + 4.464763776468317e-07, + 4.4593153347705083e-07, + 4.453989674857439e-07, + 4.4485548755801574e-07, + 4.4433022594603244e-07, + 4.4383617137100373e-07, + 4.433406957105035e-07, + 4.428475222084671e-07, + 4.4235687823857006e-07, + 4.418683090534614e-07, + 4.4138590737929917e-07, + 4.408881295603351e-07, + 4.403773061767424e-07, + 4.398558530738228e-07, + 4.393371284550085e-07, + 4.3882315026166907e-07, + 4.383220186809922e-07, + 4.3782074499176815e-07, + 4.373308399863163e-07, + 4.368339148186351e-07, + 4.3635478164105734e-07, + 4.358908824997343e-07, + 4.354208726908837e-07, + 4.3493568568919727e-07, + 4.344495039276808e-07, + 4.3395775151111593e-07, + 4.334745256073802e-07, + 4.3298032892380434e-07, + 4.324712108427775e-07, + 4.3196394017286366e-07, + 4.31451070426192e-07, + 4.3094985358038684e-07, + 4.304681056055415e-07, + 4.2998485128009634e-07, + 4.2951043610628403e-07, + 4.29055916129073e-07, + 4.2860520466092566e-07, + 4.281395149519085e-07, + 4.276664355984394e-07, + 4.271974205494189e-07, + 4.2671436517593975e-07, + 4.2621556417543616e-07, + 4.2571841163407953e-07, + 4.252344467658986e-07, + 4.2475969053157314e-07, + 4.2428914071024337e-07, + 4.238126791733521e-07, + 4.233693005062378e-07, + 4.2291722479603777e-07, + 4.224536667152279e-07, + 4.219930076487799e-07, + 4.215283126995928e-07, + 4.210546364902257e-07, + 4.2058402982547705e-07, + 4.2012035805782943e-07, + 4.1966626440625987e-07, + 4.192133076230675e-07, + 4.1875679812619637e-07, + 4.1830423924693605e-07, + 4.17860547941018e-07, + 4.174195851192053e-07, + 4.169757517047401e-07, + 4.165332825323276e-07, + 4.160983451129141e-07, + 4.1566855202290753e-07, + 4.152347514718713e-07, + 4.1480211621092167e-07, + 4.143764158470731e-07, + 4.139340887832077e-07, + 4.134850257742073e-07, + 4.130420165893156e-07, + 4.1258019223278097e-07, + 4.1212041423932533e-07, + 4.11656429832874e-07, + 4.111979023946333e-07, + 4.1073906231758883e-07, + 4.1028840769286035e-07, + 4.0983269400385325e-07, + 4.0939531231742876e-07, + 4.0895454844758206e-07, + 4.085109424067923e-07, + 4.0807751133797865e-07, + 4.0764749087429664e-07, + 4.072145713962527e-07, + 4.0678065715837874e-07, + 4.0635495679453015e-07, + 4.0592746586298745e-07, + 4.054972464473394e-07, + 4.050775714858901e-07, + 4.0464922790306446e-07, + 4.0422125380246143e-07, + 4.037985092963936e-07, + 4.033798859381932e-07, + 4.0295759617947624e-07, + 4.0253499378195556e-07, + 4.0211395457845356e-07, + 4.01693341700593e-07, + 4.012709950984572e-07, + 4.00853508608634e-07, + 4.004464813078812e-07, + 4.0003754975259653e-07, + 3.996292150532099e-07, + 3.9922457517604926e-07, + 3.9882868918539316e-07, + 3.984231113918213e-07, + 3.9801577145226474e-07, + 3.9761746961630706e-07, + 3.972282343056577e-07, + 3.9684334751655115e-07, + 3.964458130667481e-07, + 3.960448680118134e-07, + 3.956446903430333e-07, + 3.952353608838166e-07, + 3.948026119360293e-07, + 3.943669355521706e-07, + 3.9393975725943164e-07, + 3.935195422855031e-07, + 3.931009189273027e-07, + 3.9269872331715305e-07, + 3.9231068171829975e-07, + 3.9193471934595436e-07, + 3.9156020648078993e-07, + 3.911870294359687e-07, + 3.9082931380107766e-07, + 3.9046940969456045e-07, + 3.9009867691675026e-07, + 3.8972763150013634e-07, + 3.893572966262582e-07, + 3.889722961503139e-07, + 3.885919284130068e-07, + 3.8821073644612625e-07, + 3.878385541611351e-07, + 3.8746327390981605e-07, + 3.870939053740585e-07, + 3.8672803270856093e-07, + 3.8636329691144056e-07, + 3.8599816321038816e-07, + 3.856225987419748e-07, + 3.852499901313422e-07, + 3.848743972412194e-07, + 3.844988043510966e-07, + 3.8412809999499586e-07, + 3.8376575162146764e-07, + 3.8340735386555025e-07, + 3.8304577287817665e-07, + 3.8267054947027646e-07, + 3.8229589449656487e-07, + 3.8192234796952107e-07, + 3.81553206807439e-07, + 3.811854867308284e-07, + 3.808177950759273e-07, + 3.8046215422582463e-07, + 3.801168304562452e-07, + 3.797771910285519e-07, + 3.794347662733344e-07, + 3.790823370763974e-07, + 3.787274920341588e-07, + 3.7837165223209013e-07, + 3.7801933672199084e-07, + 3.77671540263691e-07, + 3.7731282986896986e-07, + 3.7695659216296917e-07, + 3.766084830658656e-07, + 3.762543201446533e-07, + 3.758938476039475e-07, + 3.755340287625586e-07, + 3.751621591163712e-07, + 3.7479756542779796e-07, + 3.744353591628169e-07, + 3.7407187392091146e-07, + 3.737130498393526e-07, + 3.7335050251385837e-07, + 3.7299130895007693e-07, + 3.726414945504075e-07, + 3.7229509075586975e-07, + 3.7193825619397103e-07, + 3.715776699664275e-07, + 3.712175669079443e-07, + 3.708678661951126e-07, + 3.705138738041569e-07, + 3.7015914244875603e-07, + 3.6981171547267877e-07, + 3.694687791266915e-07, + 3.6913135659233376e-07, + 3.6880726383969886e-07, + 3.684795331082569e-07, + 3.6815038129134336e-07, + 3.678229347769957e-07, + 3.6749366927324445e-07, + 3.671633805879537e-07, + 3.668403678602772e-07, + 3.6652164681072463e-07, + 3.6620596688408114e-07, + 3.658946354789805e-07, + 3.6559228533405985e-07, + 3.652966711342742e-07, + 3.650041549008165e-07, + 3.647009236829035e-07, + 3.644012167569599e-07, + 3.6409463177733414e-07, + 3.6378364143274666e-07, + 3.6347654486235115e-07, + 3.6316433238425816e-07, + 3.628519493759086e-07, + 3.6253848634260066e-07, + 3.6223326560502755e-07, + 3.6193245023241616e-07, + 3.616243589021906e-07, + 3.613167223193159e-07, + 3.6101093314755417e-07, + 3.607087535328901e-07, + 3.604052949413017e-07, + 3.6010163739774725e-07, + 3.5979400081487256e-07, + 3.594849147248169e-07, + 3.591688653159508e-07, + 3.588558001865749e-07, + 3.585389833915542e-07, + 3.582196370643942e-07, + 3.579160363642586e-07, + 3.5761181038651557e-07, + 3.5731761727220146e-07, + 3.570233104710496e-07, + 3.5673309639605577e-07, + 3.5644626450448413e-07, + 3.5615946103462193e-07, + 3.558667458491982e-07, + 3.555780097030947e-07, + 3.552905241122062e-07, + 3.550072165126039e-07, + 3.547241362866771e-07, + 3.544325011262117e-07, + 3.541453850175458e-07, + 3.5386611330068263e-07, + 3.535756434303039e-07, + 3.5328460512573656e-07, + 3.529927141698863e-07, + 3.5269658837933093e-07, + 3.524000362631341e-07, + 3.521006988194131e-07, + 3.517993434343225e-07, + 3.5149443533555313e-07, + 3.51188617742082e-07, + 3.508777126626228e-07, + 3.50573174046076e-07, + 3.5027835565415444e-07, + 3.4998248565898393e-07, + 3.496790270673955e-07, + 3.493880171845376e-07, + 3.491023221613432e-07, + 3.488194693090918e-07, + 3.4853553643188206e-07, + 3.4825114880732144e-07, + 3.4796482850651955e-07, + 3.476853578376904e-07, + 3.474012828519335e-07, + 3.47116838383954e-07, + 3.468364013770042e-07, + 3.46553889585266e-07, + 3.4627171885404096e-07, + 3.45984005889477e-07, + 3.4568699902592925e-07, + 3.4538803106443083e-07, + 3.450909957791737e-07, + 3.447856329330534e-07, + 3.444829417276196e-07, + 3.441780052071408e-07, + 3.4388477843094734e-07, + 3.436013287227979e-07, + 3.433188169310597e-07, + 3.430369019952195e-07, + 3.427613819440012e-07, + 3.4248662927893747e-07, + 3.4221420719404705e-07, + 3.4194957265754056e-07, + 3.4168266438427963e-07, + 3.4142055937991245e-07, + 3.411597901958885e-07, + 3.4089811151716276e-07, + 3.4062597364936664e-07, + 3.403519315270387e-07, + 3.4007371141342446e-07, + 3.3979600289058e-07, + 3.395099668068724e-07, + 3.392209180219652e-07, + 3.389342282389407e-07, + 3.386513469649799e-07, + 3.3837301316452795e-07, + 3.3809772048698505e-07, + 3.3782652053560014e-07, + 3.3756401762730093e-07, + 3.3730350423866184e-07, + 3.370508068201161e-07, + 3.367957503996877e-07, + 3.365376812780596e-07, + 3.362782479143789e-07, + 3.3601543236727593e-07, + 3.3575153679521463e-07, + 3.35485111691014e-07, + 3.35216810753991e-07, + 3.3494529816380236e-07, + 3.346750645505381e-07, + 3.3440002766838006e-07, + 3.3412302968827134e-07, + 3.3384924336132826e-07, + 3.3356488415847707e-07, + 3.3328637982776854e-07, + 3.330225410991261e-07, + 3.32759583443476e-07, + 3.3250395858885895e-07, + 3.322497548197134e-07, + 3.31997540570228e-07, + 3.3174919167322514e-07, + 3.3150149647553917e-07, + 3.312479179840011e-07, + 3.309987732791342e-07, + 3.307488327664032e-07, + 3.3050207548512844e-07, + 3.3025136758624285e-07, + 3.300015407603496e-07, + 3.297481327990681e-07, + 3.2948969419521745e-07, + 3.292200290161418e-07, + 3.289488859081757e-07, + 3.2867910704226233e-07, + 3.2840418384694203e-07, + 3.2812803851811623e-07, + 3.278510405380075e-07, + 3.2757915846559627e-07, + 3.2731711030464794e-07, + 3.270488662110438e-07, + 3.267830095410318e-07, + 3.2651635706315574e-07, + 3.262515804181021e-07, + 3.259920049458742e-07, + 3.257264040712471e-07, + 3.2546049055781623e-07, + 3.2519344017600815e-07, + 3.2492849300069793e-07, + 3.246647395371838e-07, + 3.244055335471785e-07, + 3.241426895783661e-07, + 3.2388612680733786e-07, + 3.236368399939238e-07, + 3.2338181199520477e-07, + 3.2312576081494626e-07, + 3.228641389796394e-07, + 3.226038813863852e-07, + 3.223490523396322e-07, + 3.221022097932291e-07, + 3.218580957309314e-07, + 3.216239292669343e-07, + 3.2138805750037136e-07, + 3.2115070780491806e-07, + 3.2091008961288026e-07, + 3.206629628493829e-07, + 3.2040847486314306e-07, + 3.2015478268476727e-07, + 3.199003799636557e-07, + 3.1964967206477013e-07, + 3.194057569544384e-07, + 3.191597954810277e-07, + 3.189175856732618e-07, + 3.186760295648128e-07, + 3.1843549663790327e-07, + 3.181937131557788e-07, + 3.1795229915587697e-07, + 3.177130167841824e-07, + 3.1747580919727625e-07, + 3.1724053428661136e-07, + 3.1700429303782585e-07, + 3.167681370541686e-07, + 3.165311568409379e-07, + 3.1629934937882354e-07, + 3.16064955541151e-07, + 3.158278047976637e-07, + 3.155915635488782e-07, + 3.1535725497633393e-07, + 3.1512067266703525e-07, + 3.1488895047004917e-07, + 3.146610652038362e-07, + 3.144357663131814e-07, + 3.142111779652623e-07, + 3.139845432542643e-07, + 3.1376018228002067e-07, + 3.1353616236629023e-07, + 3.1330782235272636e-07, + 3.130783454707853e-07, + 3.1284855595004046e-07, + 3.1262081279237464e-07, + 3.123931548998371e-07, + 3.121666622973862e-07, + 3.1194178973237285e-07, + 3.1171566661214456e-07, + 3.114850812835357e-07, + 3.11252591700395e-07, + 3.110185389232356e-07, + 3.107834345428273e-07, + 3.105446921836119e-07, + 3.1030361924422323e-07, + 3.1005814093987283e-07, + 3.098161016623635e-07, + 3.0956803698245494e-07, + 3.093191480729729e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.007867601700127125, + 0.04044875130057335, + -0.00529015576466918, + -0.001304425997659564, + -0.0003186996327713132, + 9.508627408649772e-05, + 0.0003304251586087048, + 0.00044220825657248497, + 0.000493696250487119, + 0.0005142532754689455, + 0.0005191060481593013, + 0.0005149028147570789, + 0.0005062107229605317, + 0.0004945107502862811, + 0.0004804074706044048, + 0.0004664019506890327, + 0.000452779553597793, + 0.0004390958056319505, + 0.0004260650312062353, + 0.00041420874185860157, + 0.00040358229307457805, + 0.0003934193809982389, + 0.00038366063381545246, + 0.00037438326398842037, + 0.0003656012413557619, + 0.00035717940772883594, + 0.00034911089460365474, + 0.000341213948559016, + 0.0003337263478897512, + 0.0003266642743255943, + 0.0003200098581146449, + 0.00031351461075246334, + 0.000307375390548259, + 0.00030169542878866196, + 0.00029628726770170033, + 0.000291082396870479, + 0.00028606754494830966, + 0.00028128898702561855, + 0.00027672777650877833, + 0.0002722030912991613, + 0.00026788475224748254, + 0.00026360811898484826, + 0.0002595303230918944, + 0.00025554842432029545, + 0.0002516109379939735, + 0.0002479019167367369, + 0.0002442750264890492, + 0.0002408802101854235, + 0.00023754108406137675, + 0.0002342983498238027, + 0.00023122219135984778, + 0.00022820891172159463, + 0.00022535506286658347, + 0.00022261367121245712, + 0.0002199453883804381, + 0.00021733071480412036, + 0.0002147684572264552, + 0.00021225883392617106, + 0.00020979135297238827, + 0.00020738116290885955, + 0.00020504160784184933, + 0.00020272006804589182, + 0.00020042066171299666, + 0.00019815693667624146, + 0.00019586557755246758, + 0.00019352874369360507, + 0.00019122872618027031, + 0.00018900740542449057, + 0.00018685268878471106, + 0.00018478588026482612, + 0.00018286038539372385, + 0.00018102249305229634, + 0.00017927346925716847, + 0.00017757178284227848, + 0.00017588921764399856, + 0.00017422865494154394, + 0.0001725759357213974, + 0.00017098178796004504, + 0.0001694058155408129, + 0.00016785869956947863, + 0.00016632850747555494, + 0.00016487370885442942, + 0.000163440199685283, + 0.00016203528502956033, + 0.000160654351930134, + 0.000159293384058401, + 0.00015796112711541355, + 0.00015661586076021194, + 0.0001552938047097996, + 0.00015399740368593484, + 0.00015272194286808372, + 0.0001514926116215065, + 0.00015030927897896618, + 0.00014914233179297298, + 0.00014801706129219383, + 0.0001469307317165658, + 0.0001458709448343143, + 0.0001448187103960663, + 0.00014379362983163446, + 0.0001427878742106259, + 0.00014175078831613064, + 0.00014072364137973636, + 0.00013970292638987303, + 0.0001386783114867285, + 0.0001376637228531763, + 0.00013670450425706804, + 0.0001357555011054501, + 0.0001348369405604899, + 0.00013394882262218744, + 0.0001330714876530692, + 0.0001321979216299951, + 0.00013133139873389155, + 0.00013047915126662701, + 0.00012963110930286348, + 0.00012881739530712366, + 0.0001280210562981665, + 0.0001272417139261961, + 0.0001264666934730485, + 0.00012569357932079583, + 0.0001249080669367686, + 0.00012413086369633675, + 0.00012334398343227804, + 0.00012256066838745028, + 0.0001217946337419562, + 0.00012104445340810344, + 0.00012029992649331689, + 0.00011956526577705517, + 0.00011884825653396547, + 0.00011814464960480109, + 0.00011745266237994656, + 0.00011677412840072066, + 0.00011610653018578887, + 0.00011545225424924865, + 0.0001148173469118774, + 0.00011419592919992283, + 0.00011357213952578604, + 0.00011295772856101394, + 0.00011234662815695629, + 0.00011174286191817373, + 0.00011113722575828433, + 0.00011053759953938425, + 0.0001099497894756496, + 0.00010936386388493702, + 0.00010879733599722385, + 0.00010822831973200664, + 0.00010767064668470994, + 0.00010712351649999619, + 0.0001065846809069626, + 0.00010604936687741429, + 0.00010551174636930227, + 0.00010498273331904784, + 0.00010446071974001825, + 0.00010394751006970182, + 0.00010344308975618333, + 0.00010294590902049094, + 0.00010246574674965814, + 0.00010197769006481394, + 0.00010149111767532304, + 0.00010100297367898747, + 0.0001005151352728717, + 0.00010003019997384399, + 9.952714026439935e-05, + 9.902219608193263e-05, + 9.852450602920726e-05, + 9.803955617826432e-05, + 9.756490180734545e-05, + 9.709676669444889e-05, + 9.66530860750936e-05, + 9.621763456379995e-05, + 9.579125617165118e-05, + 9.536646393826231e-05, + 9.494032565271482e-05, + 9.451534424442798e-05, + 9.408537152921781e-05, + 9.365467121824622e-05, + 9.322896221419796e-05, + 9.280859376303852e-05, + 9.239294740837067e-05, + 9.198459156323224e-05, + 9.157634485745803e-05, + 9.117003355640918e-05, + 9.076107380678877e-05, + 9.035848779603839e-05, + 8.995569805847481e-05, + 8.955811063060537e-05, + 8.917033846955746e-05, + 8.879398228600621e-05, + 8.842471288517118e-05, + 8.805351535556838e-05, + 8.768287079874426e-05, + 8.731281559448689e-05, + 8.694450662005693e-05, + 8.657597936689854e-05, + 8.621076995041221e-05, + 8.585533942095935e-05, + 8.550794882467017e-05, + 8.515807712683454e-05, + 8.48098861752078e-05, + 8.446276478935033e-05, + 8.412060560658574e-05, + 8.377691119676456e-05, + 8.343352237716317e-05, + 8.309647819260135e-05, + 8.276662265416235e-05, + 8.244157652370632e-05, + 8.21200737846084e-05, + 8.18093612906523e-05, + 8.150272333296016e-05, + 8.119687117869034e-05, + 8.08907498139888e-05, + 8.058686216827482e-05, + 8.028663432924077e-05, + 7.998033834155649e-05, + 7.967658166307956e-05, + 7.937415648484603e-05, + 7.907405961304903e-05, + 7.878007454564795e-05, + 7.84880539868027e-05, + 7.820012979209423e-05, + 7.791645475663245e-05, + 7.763475150568411e-05, + 7.735567487543449e-05, + 7.707693293923512e-05, + 7.679773261770606e-05, + 7.65220174798742e-05, + 7.625483704032376e-05, + 7.599144009873271e-05, + 7.573568291263655e-05, + 7.548615394625813e-05, + 7.523642125306651e-05, + 7.498761988244951e-05, + 7.473869482055306e-05, + 7.448834367096424e-05, + 7.423629722325131e-05, + 7.398226443910971e-05, + 7.372310210485011e-05, + 7.345852645812556e-05, + 7.319176074815914e-05, + 7.291827932931483e-05, + 7.264225132530555e-05, + 7.237395038828254e-05, + 7.211421325337142e-05, + 7.183908019214869e-05, + 7.156904030125588e-05, + 7.130987796699628e-05, + 7.105015538400039e-05, + 7.078205817379057e-05, + 7.052085129544139e-05, + 7.02637480571866e-05, + 7.000521873123944e-05, + 6.974944699322805e-05, + 6.949091766728088e-05, + 6.923646287759766e-05, + 6.898571882629767e-05, + 6.873079109936953e-05, + 6.846698670415208e-05, + 6.818838301114738e-05, + 6.79135846439749e-05, + 6.762249540770426e-05, + 6.732847396051511e-05, + 6.703717372147366e-05, + 6.674093310721219e-05, + 6.644616223638877e-05, + 6.615008896915242e-05, + 6.586168456124142e-05, + 6.557417509611696e-05, + 6.528689846163616e-05, + 6.499668961623684e-05, + 6.470232619903982e-05, + 6.441076402552426e-05, + 6.411883805412799e-05, + 6.382594438036904e-05, + 6.353794015012681e-05, + 6.325174035737291e-05, + 6.296475476119667e-05, + 6.267290154937655e-05, + 6.237932393560186e-05, + 6.208506238181144e-05, + 6.179553020047024e-05, + 6.151267007226124e-05, + 6.12430740147829e-05, + 6.0976693930570036e-05, + 6.0707865486619994e-05, + 6.0437145293690264e-05, + 6.016859697410837e-05, + 5.98928818362765e-05, + 5.9615140344249085e-05, + 5.934670480201021e-05, + 5.908371167606674e-05, + 5.88212969887536e-05, + 5.855999552295543e-05, + 5.8308061852585524e-05, + 5.805702312500216e-05, + 5.7812241720966995e-05, + 5.756933387601748e-05, + 5.733112266170792e-05, + 5.7102493883576244e-05, + 5.6877754104789346e-05, + 5.665058415615931e-05, + 5.6433174904668704e-05, + 5.621368109132163e-05, + 5.599341238848865e-05, + 5.5769494792912155e-05, + 5.5552263802383095e-05, + 5.53415302420035e-05, + 5.5123917263699695e-05, + 5.490962939802557e-05, + 5.469960524351336e-05, + 5.4492036724695936e-05, + 5.428160511655733e-05, + 5.4071799240773544e-05, + 5.386361226555891e-05, + 5.365697870729491e-05, + 5.345788667909801e-05, + 5.3262014262145385e-05, + 5.306610182742588e-05, + 5.2866780606564134e-05, + 5.267145752441138e-05, + 5.248006709734909e-05, + 5.2285886340541765e-05, + 5.209465598454699e-05, + 5.190514275454916e-05, + 5.171745578991249e-05, + 5.153299207449891e-05, + 5.135092214914039e-05, + 5.1170369260944426e-05, + 5.0988975999644026e-05, + 5.0811137043638155e-05, + 5.063897333457135e-05, + 5.04680720041506e-05, + 5.029478779761121e-05, + 5.012250767322257e-05, + 4.9953338020714e-05, + 4.978659126209095e-05, + 4.961826925864443e-05, + 4.9450984079157934e-05, + 4.928345879307017e-05, + 4.912104122922756e-05, + 4.895820529782213e-05, + 4.879426705883816e-05, + 4.8630441597197205e-05, + 4.8468864406459033e-05, + 4.8310223064618185e-05, + 4.81499737361446e-05, + 4.7992893087211996e-05, + 4.783582335221581e-05, + 4.768338112626225e-05, + 4.7533514589304104e-05, + 4.7383455239469185e-05, + 4.723490928881802e-05, + 4.708517008111812e-05, + 4.6938574087107554e-05, + 4.679075937019661e-05, + 4.664068546844646e-05, + 4.649554466595873e-05, + 4.635184450307861e-05, + 4.621041807695292e-05, + 4.607116352417506e-05, + 4.593283301801421e-05, + 4.579595406539738e-05, + 4.565609560813755e-05, + 4.551825622911565e-05, + 4.537832865025848e-05, + 4.5238812163006514e-05, + 4.509890641202219e-05, + 4.496432302403264e-05, + 4.483369048102759e-05, + 4.470360727282241e-05, + 4.457958129933104e-05, + 4.4455460738390684e-05, + 4.4334508856991306e-05, + 4.421228732098825e-05, + 4.409062603372149e-05, + 4.396941949380562e-05, + 4.384575368021615e-05, + 4.3721582187572494e-05, + 4.35944166383706e-05, + 4.346914647612721e-05, + 4.3344771256670356e-05, + 4.3221607484156266e-05, + 4.309964060666971e-05, + 4.297806299291551e-05, + 4.285544127924368e-05, + 4.27353115810547e-05, + 4.2617350118234754e-05, + 4.250273195793852e-05, + 4.238824112690054e-05, + 4.227687168167904e-05, + 4.217188325128518e-05, + 4.2066476453328505e-05, + 4.1960374801419675e-05, + 4.185199941275641e-05, + 4.174548666924238e-05, + 4.1640119889052585e-05, + 4.1531940951244906e-05, + 4.1425453673582524e-05, + 4.132034155190922e-05, + 4.121725578443147e-05, + 4.111408634344116e-05, + 4.1009403503267094e-05, + 4.0903363696997985e-05, + 4.0798215195536613e-05, + 4.069451824761927e-05, + 4.059191996930167e-05, + 4.048792470712215e-05, + 4.038410042994656e-05, + 4.0282706322614104e-05, + 4.018169056507759e-05, + 4.0079383325064555e-05, + 3.997740714112297e-05, + 3.987493983004242e-05, + 3.977202868554741e-05, + 3.967032171203755e-05, + 3.9569142245454714e-05, + 3.946661308873445e-05, + 3.936546636396088e-05, + 3.9263333746930584e-05, + 3.9162809116533026e-05, + 3.9063565054675564e-05, + 3.8967518776189536e-05, + 3.8872236473253e-05, + 3.8778132875449955e-05, + 3.868743442581035e-05, + 3.859959906549193e-05, + 3.8515205233125016e-05, + 3.842987280222587e-05, + 3.834609378827736e-05, + 3.826273314189166e-05, + 3.817773176706396e-05, + 3.8091850001364946e-05, + 3.800386912189424e-05, + 3.791562266997062e-05, + 3.782751446124166e-05, + 3.773747812374495e-05, + 3.7647219869541004e-05, + 3.755971556529403e-05, + 3.7472880649147555e-05, + 3.738698433153331e-05, + 3.7303198041627184e-05, + 3.7221576349111274e-05, + 3.714204649440944e-05, + 3.706331699504517e-05, + 3.698479849845171e-05, + 3.690625089802779e-05, + 3.6827277654083446e-05, + 3.674786785268225e-05, + 3.666770498966798e-05, + 3.6587254726327956e-05, + 3.6506124160951003e-05, + 3.642653246060945e-05, + 3.634825407061726e-05, + 3.627268233685754e-05, + 3.61979691660963e-05, + 3.612371801864356e-05, + 3.605158781283535e-05, + 3.5979268432129174e-05, + 3.590732376324013e-05, + 3.5833098081639037e-05, + 3.575939990696497e-05, + 3.5685832699527964e-05, + 3.5611981729744e-05, + 3.553809074219316e-05, + 3.546322841430083e-05, + 3.538853707141243e-05, + 3.531403126544319e-05, + 3.524010026012547e-05, + 3.516608558129519e-05, + 3.5093340557068586e-05, + 3.501995524857193e-05, + 3.4946297091664746e-05, + 3.4874334232881665e-05, + 3.48036119248718e-05, + 3.473267497611232e-05, + 3.4661054087337106e-05, + 3.459118670434691e-05, + 3.452198507147841e-05, + 3.445246329647489e-05, + 3.438279964029789e-05, + 3.431398727116175e-05, + 3.4246844734298065e-05, + 3.4180386137450114e-05, + 3.411421857890673e-05, + 3.404861854505725e-05, + 3.398212356842123e-05, + 3.39154212269932e-05, + 3.384870433364995e-05, + 3.378097972017713e-05, + 3.371246566530317e-05, + 3.3644286304479465e-05, + 3.3577274734852836e-05, + 3.351192208356224e-05, + 3.3446354791522026e-05, + 3.338111491757445e-05, + 3.331544212414883e-05, + 3.3249765692744404e-05, + 3.318492599646561e-05, + 3.311962427687831e-05, + 3.305458085378632e-05, + 3.299073068774305e-05, + 3.292690234957263e-05, + 3.286331411800347e-05, + 3.27988964272663e-05, + 3.2735031709307805e-05, + 3.267147985752672e-05, + 3.2608390029054135e-05, + 3.2547333830734715e-05, + 3.2486652344232425e-05, + 3.242706225137226e-05, + 3.236997144995257e-05, + 3.2312913390342146e-05, + 3.225797263439745e-05, + 3.220159123884514e-05, + 3.2145333534572273e-05, + 3.209074930055067e-05, + 3.203702362952754e-05, + 3.1983603548724204e-05, + 3.1929703254718333e-05, + 3.187499532941729e-05, + 3.182152067893185e-05, + 3.1767121981829405e-05, + 3.1714269425719976e-05, + 3.16608275170438e-05, + 3.160821142955683e-05, + 3.155627564410679e-05, + 3.1503321224590763e-05, + 3.145143637084402e-05, + 3.139922773698345e-05, + 3.134707731078379e-05, + 3.1295094231609255e-05, + 3.1243107514455914e-05, + 3.11903131660074e-05, + 3.1138668418861926e-05, + 3.108831515419297e-05, + 3.103920607827604e-05, + 3.0990035156719387e-05, + 3.094193743891083e-05, + 3.089385063503869e-05, + 3.0847048037685454e-05, + 3.080059104831889e-05, + 3.075429776799865e-05, + 3.070766615564935e-05, + 3.066083081648685e-05, + 3.0615090508945286e-05, + 3.056868808926083e-05, + 3.052394822589122e-05, + 3.047934478672687e-05, + 3.0434630389208905e-05, + 3.0391600375878625e-05, + 3.034872315765824e-05, + 3.0307099223136902e-05, + 3.0265779059845954e-05, + 3.0225022783270106e-05, + 3.018466850335244e-05, + 3.014338835782837e-05, + 3.010244108736515e-05, + 3.0061977668083273e-05, + 3.0019826226634905e-05, + 2.997776391566731e-05, + 2.9935890779597685e-05, + 2.9893553801230155e-05, + 2.9851989893359132e-05, + 2.980991303047631e-05, + 2.9769065804430284e-05, + 2.9728606023127213e-05, + 2.96883299597539e-05, + 2.9648119379999116e-05, + 2.9607603210024536e-05, + 2.9567139790742658e-05, + 2.95265326712979e-05, + 2.9486274797818623e-05, + 2.944693187600933e-05, + 2.9408896807581186e-05, + 2.9371874916250817e-05, + 2.93349312414648e-05, + 2.9298866138560697e-05, + 2.9262851967359893e-05, + 2.92260738206096e-05, + 2.918959580711089e-05, + 2.9153319701435976e-05, + 2.9117732992745005e-05, + 2.9082117180223577e-05, + 2.9046272175037302e-05, + 2.901109473896213e-05, + 2.897550984926056e-05, + 2.89384406642057e-05, + 2.8900365578010678e-05, + 2.8863278203061782e-05, + 2.88265582639724e-05, + 2.878943269024603e-05, + 2.875154859793838e-05, + 2.8715117878164165e-05, + 2.8678326998488046e-05, + 2.8641914468607865e-05, + 2.8604805265786126e-05, + 2.85681635432411e-05, + 2.8532482247101143e-05, + 2.8497701350715943e-05, + 2.8463702619774267e-05, + 2.8429007215891033e-05, + 2.839547050825786e-05, + 2.836392741301097e-05, + 2.8332293368293904e-05, + 2.8300803023739718e-05, + 2.8269474569242448e-05, + 2.823828617692925e-05, + 2.820749068632722e-05, + 2.817571112245787e-05, + 2.8143098461441696e-05, + 2.8109805498388596e-05, + 2.8076687158318236e-05, + 2.8043870770488866e-05, + 2.8011876565869898e-05, + 2.79798678093357e-05, + 2.7948592105531134e-05, + 2.791686711134389e-05, + 2.788627716654446e-05, + 2.7856660381075926e-05, + 2.7826650693896227e-05, + 2.779567330435384e-05, + 2.7764628612203524e-05, + 2.7733229217119515e-05, + 2.7702379156835377e-05, + 2.767082696664147e-05, + 2.763832344498951e-05, + 2.7605934519669972e-05, + 2.757318907242734e-05, + 2.7541185772861354e-05, + 2.7510426662047394e-05, + 2.7479569325805642e-05, + 2.744927587627899e-05, + 2.742025571933482e-05, + 2.7391481125960127e-05, + 2.7361747925169766e-05, + 2.7331543606123887e-05, + 2.7301595764583908e-05, + 2.7270752980257384e-05, + 2.7238902475801297e-05, + 2.7207159291720018e-05, + 2.7176254661753774e-05, + 2.7145943022333086e-05, + 2.711589877435472e-05, + 2.7085477995569818e-05, + 2.705716724449303e-05, + 2.702830170164816e-05, + 2.6998703106073663e-05, + 2.696928640943952e-05, + 2.6939613235299475e-05, + 2.690936889848672e-05, + 2.6879321012529545e-05, + 2.6849715140997432e-05, + 2.6820722268894315e-05, + 2.679179669939913e-05, + 2.676264921319671e-05, + 2.6733749109553173e-05, + 2.6705418349592946e-05, + 2.6677260393626057e-05, + 2.6648920538718812e-05, + 2.662066981429234e-05, + 2.6592899303068407e-05, + 2.6565454390947707e-05, + 2.653775482031051e-05, + 2.6510126190260053e-05, + 2.6482943212613463e-05, + 2.64546961261658e-05, + 2.6426023396197706e-05, + 2.6397736291983165e-05, + 2.6368248654762283e-05, + 2.6338890165789053e-05, + 2.63092642853735e-05, + 2.6279984012944624e-05, + 2.6250683731632307e-05, + 2.6221907319268212e-05, + 2.6192807126790285e-05, + 2.6164878363488242e-05, + 2.613673495943658e-05, + 2.6108409656444564e-05, + 2.6080733732669614e-05, + 2.6053274268633686e-05, + 2.6025629267678596e-05, + 2.599791878310498e-05, + 2.5970732167479582e-05, + 2.5943436412489973e-05, + 2.5915966034517623e-05, + 2.5889168682624586e-05, + 2.5861814719974063e-05, + 2.583448622317519e-05, + 2.580749242042657e-05, + 2.5780758733162656e-05, + 2.575379221525509e-05, + 2.5726802050485276e-05, + 2.5699917387100868e-05, + 2.5673060008557513e-05, + 2.564608985267114e-05, + 2.561943074397277e-05, + 2.5593439204385504e-05, + 2.55673257925082e-05, + 2.5541248760418966e-05, + 2.5515408196952194e-05, + 2.5490127882221714e-05, + 2.546423093008343e-05, + 2.5438219381612726e-05, + 2.5412786271772347e-05, + 2.5387929781572893e-05, + 2.5363349777762778e-05, + 2.533796214265749e-05, + 2.5312358047813177e-05, + 2.5286801246693358e-05, + 2.5260664187953807e-05, + 2.523303010093514e-05, + 2.520521047699731e-05, + 2.517793109291233e-05, + 2.515109554224182e-05, + 2.5124360035988502e-05, + 2.509867408662103e-05, + 2.5073892174987122e-05, + 2.5049885152839124e-05, + 2.5025969080161303e-05, + 2.5002140318974853e-05, + 2.4979297450045124e-05, + 2.4956314518931322e-05, + 2.493263855285477e-05, + 2.4908942577894777e-05, + 2.4885292077669874e-05, + 2.486070297891274e-05, + 2.4836414013407193e-05, + 2.4812072297208942e-05, + 2.4788305381662212e-05, + 2.4764338377281092e-05, + 2.474074972269591e-05, + 2.4717384803807363e-05, + 2.469408900651615e-05, + 2.4670769562362693e-05, + 2.464678618707694e-05, + 2.4622991986689158e-05, + 2.4599006792414002e-05, + 2.457502341712825e-05, + 2.45513492700411e-05, + 2.452820808684919e-05, + 2.4505319743184373e-05, + 2.4482225853716955e-05, + 2.4458260668325238e-05, + 2.44343355007004e-05, + 2.4410479454672895e-05, + 2.438690535200294e-05, + 2.4363422198803164e-05, + 2.4339939045603387e-05, + 2.431722532492131e-05, + 2.4295170078403316e-05, + 2.4273478629766032e-05, + 2.4251610739156604e-05, + 2.422910438326653e-05, + 2.4206443413277157e-05, + 2.418371514067985e-05, + 2.4161216060747392e-05, + 2.413900256215129e-05, + 2.4116094209603034e-05, + 2.4093342290143482e-05, + 2.407110878266394e-05, + 2.4048491468420252e-05, + 2.4025470338528976e-05, + 2.400249104539398e-05, + 2.3978742319741286e-05, + 2.3955455617397092e-05, + 2.39323235291522e-05, + 2.3909107767394744e-05, + 2.388619031989947e-05, + 2.386303458479233e-05, + 2.3840095309424214e-05, + 2.3817754481569864e-05, + 2.3795633751433343e-05, + 2.3772843633196317e-05, + 2.374981158936862e-05, + 2.372681046836078e-05, + 2.3704475097474642e-05, + 2.3681865059188567e-05, + 2.3659211365156807e-05, + 2.363702151342295e-05, + 2.361512088100426e-05, + 2.3593569494551048e-05, + 2.3572867576149292e-05, + 2.3551938284072094e-05, + 2.353091440454591e-05, + 2.350999966438394e-05, + 2.3488968508900143e-05, + 2.3467875507776625e-05, + 2.344724452996161e-05, + 2.342689003853593e-05, + 2.3406726540997624e-05, + 2.338684134883806e-05, + 2.3367530957330018e-05, + 2.334864802833181e-05, + 2.332996518816799e-05, + 2.3310598407988437e-05, + 2.3291459001484327e-05, + 2.3271877580555156e-05, + 2.325201603525784e-05, + 2.323240005353e-05, + 2.3212458472698927e-05, + 2.3192505977931432e-05, + 2.3172484361566603e-05, + 2.3152990252128802e-05, + 2.3133776267059147e-05, + 2.3114098439691588e-05, + 2.309445153514389e-05, + 2.3074921045918018e-05, + 2.3055621568346396e-05, + 2.3036236598272808e-05, + 2.3016842533252202e-05, + 2.29971938097151e-05, + 2.2977452317718416e-05, + 2.2957266992307268e-05, + 2.2937272660783492e-05, + 2.2917038222658448e-05, + 2.2896640075487085e-05, + 2.287724601046648e-05, + 2.28578137466684e-05, + 2.283902358612977e-05, + 2.282022251165472e-05, + 2.280168882862199e-05, + 2.278336978633888e-05, + 2.2765052563045174e-05, + 2.274635698995553e-05, + 2.272791607538238e-05, + 2.2709553377353586e-05, + 2.2691458070767112e-05, + 2.2673375497106463e-05, + 2.2654749045614153e-05, + 2.2636411813437007e-05, + 2.2618574803345837e-05, + 2.260002111142967e-05, + 2.2581432858714834e-05, + 2.256278821732849e-05, + 2.2543872546521015e-05, + 2.252492959087249e-05, + 2.2505808374262415e-05, + 2.2486559828394093e-05, + 2.2467087546829134e-05, + 2.2447553419624455e-05, + 2.242769369331654e-05, + 2.2408243239624426e-05, + 2.2389411242329516e-05, + 2.2370513761416078e-05, + 2.2351130610331893e-05, + 2.233254417660646e-05, + 2.2314294255920686e-05, + 2.229622805316467e-05, + 2.2278092728811316e-05, + 2.225993011961691e-05, + 2.2241640181164257e-05, + 2.2223790438147262e-05, + 2.2205644199857488e-05, + 2.2187476133694872e-05, + 2.216956636402756e-05, + 2.215152017015498e-05, + 2.2133495804155245e-05, + 2.211511855421122e-05, + 2.2096148313721642e-05, + 2.2077052562963217e-05, + 2.205807868449483e-05, + 2.2038571842131205e-05, + 2.201923962275032e-05, + 2.199976188421715e-05, + 2.1981033569318242e-05, + 2.1962927348795347e-05, + 2.1944882973912172e-05, + 2.1926873159827664e-05, + 2.1909276256337762e-05, + 2.1891724827582948e-05, + 2.1874322555959225e-05, + 2.1857420506421477e-05, + 2.184037111874204e-05, + 2.1823629140271805e-05, + 2.1806972654303536e-05, + 2.1790257960674353e-05, + 2.1772873878944665e-05, + 2.1755369743914343e-05, + 2.1737596398452297e-05, + 2.1719857613788918e-05, + 2.1701587684219703e-05, + 2.168312312278431e-05, + 2.1664811356458813e-05, + 2.1646739696734585e-05, + 2.1628960894304328e-05, + 2.161137672374025e-05, + 2.1594054487650283e-05, + 2.1577285224338993e-05, + 2.156064692826476e-05, + 2.1544505216297694e-05, + 2.1528214347199537e-05, + 2.15117288462352e-05, + 2.1495157852768898e-05, + 2.1478370399563573e-05, + 2.146151200577151e-05, + 2.1444493540911935e-05, + 2.1427353203762323e-05, + 2.1410009139799513e-05, + 2.1392748749349266e-05, + 2.1375179130700417e-05, + 2.1357484001782723e-05, + 2.1339996237657033e-05, + 2.1321831809473224e-05, + 2.1304040274117142e-05, + 2.128718733729329e-05, + 2.1270390789140947e-05, + 2.1254059902275912e-05, + 2.1237823602859862e-05, + 2.1221710994723253e-05, + 2.1205845769145526e-05, + 2.1190024199313484e-05, + 2.1173824279685505e-05, + 2.115790812240448e-05, + 2.1141942852409557e-05, + 2.1126179490238428e-05, + 2.111016510752961e-05, + 2.1094207113492303e-05, + 2.1078018107800744e-05, + 2.1061508959974162e-05, + 2.1044284949311987e-05, + 2.1026964532211423e-05, + 2.100973142660223e-05, + 2.0992170902900398e-05, + 2.097453034366481e-05, + 2.095683703373652e-05, + 2.093946750392206e-05, + 2.092272916343063e-05, + 2.0905592464259826e-05, + 2.088861037918832e-05, + 2.087157372443471e-05, + 2.0854658941971138e-05, + 2.0838078853557818e-05, + 2.082111495838035e-05, + 2.0804127416340634e-05, + 2.078706893371418e-05, + 2.077014505630359e-05, + 2.0753295757458545e-05, + 2.0736735677928664e-05, + 2.0719944586744532e-05, + 2.0703555492218584e-05, + 2.068763023999054e-05, + 2.0671341189881787e-05, + 2.0654984837165102e-05, + 2.0638271962525323e-05, + 2.062164458038751e-05, + 2.060536644421518e-05, + 2.058959762507584e-05, + 2.0573999790940434e-05, + 2.055904406006448e-05, + 2.0543973732856102e-05, + 2.052881427516695e-05, + 2.051344381470699e-05, + 2.049765498668421e-05, + 2.0481396859395318e-05, + 2.0465189663809724e-05, + 2.0448938812478445e-05, + 2.0432924429769628e-05, + 2.0417342966538854e-05, + 2.0401630536071025e-05, + 2.0386160031193867e-05, + 2.0370727725094184e-05, + 2.0355359083623625e-05, + 2.0339914044598117e-05, + 2.0324490833445452e-05, + 2.0309204046498053e-05, + 2.0294051864766516e-05, + 2.0279021555325016e-05, + 2.0263929400243796e-05, + 2.024884452112019e-05, + 2.0233706891303882e-05, + 2.0218898498569615e-05, + 2.020392639678903e-05, + 2.0188774215057492e-05, + 2.0173682059976272e-05, + 2.0158715415163897e-05, + 2.0143601432209834e-05, + 2.0128800315433182e-05, + 2.01142411242472e-05, + 2.0099849280086346e-05, + 2.0085501091671176e-05, + 2.0071023755008355e-05, + 2.0056690118508413e-05, + 2.0042380128870718e-05, + 2.002779183385428e-05, + 2.0013132598251104e-05, + 1.999845335376449e-05, + 1.9983903257525526e-05, + 1.9969360437244177e-05, + 1.9954888557549566e-05, + 1.994052217924036e-05, + 1.9926077584386803e-05, + 1.991134740819689e-05, + 1.9896495359716937e-05, + 1.9881539628840983e-05, + 1.9866520233335905e-05, + 1.9851268007187173e-05, + 1.983586662390735e-05, + 1.9820183297269978e-05, + 1.9804720068350434e-05, + 1.9788873032666743e-05, + 1.977297324629035e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866021275520325, + 0.9619011282920837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980412125587463, + 1.0, + 0.9990496635437012, + 0.983195960521698, + 0.9993550181388855, + 1.0, + 1.0, + 0.9965123534202576, + 0.9965002536773682, + 1.0, + 0.9959914088249207, + 1.0, + 0.9943419694900513, + 1.0, + 1.0, + 0.9808627367019653, + 1.0, + 0.9719358682632446, + 1.0, + 1.0, + 0.9868044257164001, + 1.0, + 0.9787723422050476, + 0.991207480430603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994403719902039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886148571968079, + 0.9584932923316956, + 0.9802252054214478, + 0.9759960174560547, + 0.9968602657318115, + 1.0, + 1.0, + 1.0, + 0.9879639148712158, + 1.0, + 1.0, + 1.0, + 0.9726467132568359, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840930104255676, + 0.9838359355926514, + 1.0, + 0.9829310178756714, + 0.9833789467811584, + 0.9931886792182922, + 1.0, + 0.991455078125, + 0.9982255697250366, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9625975489616394, + 1.0, + 0.9846081137657166, + 0.9829245209693909, + 1.0, + 1.0, + 1.0, + 0.999522864818573, + 1.0, + 0.9747462272644043, + 0.9937046766281128, + 0.9934210181236267, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9935540556907654, + 0.9946308135986328, + 1.0, + 1.0, + 0.9919822216033936, + 0.9959585666656494, + 0.99797123670578, + 0.9948046207427979, + 0.9979563355445862, + 0.9938566088676453, + 0.9837454557418823, + 0.9918547868728638, + 1.0, + 0.998156726360321, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9932705163955688, + 1.0, + 0.9794275164604187, + 1.0, + 0.9926009178161621, + 0.9934492111206055, + 0.9970441460609436, + 1.0, + 1.0, + 0.9962087273597717, + 0.9988806843757629, + 0.9959659576416016, + 0.9945994019508362, + 0.9972850680351257, + 0.9768602252006531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981725215911865, + 0.9865744709968567, + 0.9907216429710388, + 0.9981269240379333, + 0.9587156176567078, + 0.9923880100250244, + 0.9905763864517212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995852708816528, + 0.998548150062561, + 0.999792218208313, + 0.9939747452735901, + 1.0, + 1.0, + 1.0, + 0.9953544735908508, + 1.0, + 0.9979940056800842, + 0.9859296679496765, + 0.9814475774765015, + 0.991275429725647, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9832735657691956, + 0.9878493547439575, + 1.0, + 1.0, + 1.0, + 0.9956201314926147, + 1.0, + 1.0, + 0.9914079904556274, + 0.9889698028564453, + 0.9950209259986877, + 0.9985989928245544, + 0.9755461812019348, + 0.9958906769752502, + 1.0, + 1.0, + 1.0, + 0.9969617128372192, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886474013328552, + 1.0, + 0.9948647618293762, + 0.9940440654754639, + 1.0, + 0.9994021654129028, + 1.0, + 1.0, + 0.9962795972824097, + 0.9773977994918823, + 0.9941685795783997, + 0.9789643287658691, + 0.9834710955619812, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9811517000198364, + 0.9769121408462524, + 1.0, + 0.9908877015113831, + 0.968664824962616, + 1.0, + 1.0, + 0.9834890365600586, + 0.993386447429657, + 1.0, + 0.9984861016273499, + 1.0, + 0.9933949708938599, + 0.9945146441459656, + 1.0, + 1.0, + 1.0, + 0.9967865347862244, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985529363155365, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957993030548096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965509176254272, + 0.9892926216125488, + 0.9651252627372742, + 0.999773383140564, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978627622127533, + 0.9917449951171875, + 1.0, + 1.0, + 0.9756854772567749, + 1.0, + 0.9864311814308167, + 1.0, + 0.9918197393417358, + 0.9703299403190613, + 0.9939286708831787, + 1.0, + 0.967170238494873, + 1.0, + 1.0, + 1.0, + 0.9805436134338379, + 0.9801574349403381, + 1.0, + 0.9955714344978333, + 0.9903622269630432, + 0.998502790927887, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9733745455741882, + 0.9940627813339233, + 1.0, + 1.0, + 0.9898284077644348, + 0.9896200895309448, + 1.0, + 0.994676947593689, + 1.0, + 1.0, + 0.9928027987480164, + 0.9964788556098938, + 1.0, + 1.0, + 0.9897645711898804, + 0.9770424365997314, + 1.0, + 1.0, + 1.0, + 0.9909474849700928, + 0.9946017861366272, + 1.0, + 1.0, + 1.0, + 0.9782630801200867, + 1.0, + 1.0, + 1.0, + 0.9952138066291809, + 0.9905821084976196, + 1.0, + 0.9889837503433228, + 1.0, + 0.9790091514587402, + 0.9914642572402954, + 1.0, + 0.9982752203941345, + 1.0, + 0.9873026013374329, + 1.0, + 1.0, + 0.9753939509391785, + 0.9983048439025879, + 0.9923092722892761, + 0.9930548071861267, + 1.0, + 0.9974693655967712, + 1.0, + 0.993596076965332, + 1.0, + 1.0, + 1.0, + 0.9701705574989319, + 0.9782907962799072, + 1.0, + 0.960676372051239, + 1.0, + 0.9816096425056458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992723822593689, + 1.0, + 0.9978792667388916, + 0.9977782964706421, + 1.0, + 1.0, + 0.9874797463417053, + 0.9892421960830688, + 0.9787358045578003, + 1.0, + 0.9795878529548645, + 0.9490638375282288, + 1.0, + 1.0, + 1.0, + 0.9895256161689758, + 0.9958270192146301, + 1.0, + 0.991100549697876, + 0.9937143921852112, + 0.9872490167617798, + 1.0, + 1.0, + 1.0, + 0.9984499216079712, + 0.9928196668624878, + 0.9960907101631165, + 1.0, + 1.0, + 0.983164370059967, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950893521308899, + 1.0, + 1.0, + 0.993257999420166, + 1.0, + 0.9913396835327148, + 0.9939939975738525, + 0.9742743968963623, + 0.9984965324401855, + 0.9939770102500916, + 0.969892144203186, + 0.9742287993431091, + 0.9664328694343567, + 1.0, + 0.9873610734939575, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.975616455078125, + 0.9984086155891418, + 0.9952184557914734, + 0.981252908706665, + 0.9798387289047241, + 0.9798158407211304, + 0.9954000115394592, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866929650306702, + 0.9890778064727783, + 0.9710004925727844, + 0.993967592716217, + 0.9991045594215393, + 0.9764987230300903, + 1.0, + 1.0, + 1.0, + 0.998243510723114, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976606965065002, + 1.0, + 0.9882603883743286, + 1.0, + 1.0, + 0.9823204874992371, + 0.9880014657974243, + 1.0, + 1.0, + 0.980719268321991, + 0.9956521987915039, + 1.0, + 1.0, + 0.9930024147033691, + 0.9807385206222534, + 0.9948265552520752, + 1.0, + 0.9963425993919373, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880179762840271, + 0.9802134037017822, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923830032348633, + 1.0, + 1.0, + 0.9866558909416199, + 1.0, + 1.0, + 1.0, + 0.9967879056930542, + 1.0, + 0.9976732134819031, + 0.9726408123970032, + 0.998616635799408, + 0.9867011308670044, + 0.9625608325004578, + 1.0, + 0.9670670032501221, + 1.0, + 1.0, + 0.9745081663131714, + 0.9884623289108276, + 0.9984906315803528, + 1.0, + 1.0, + 0.9817542433738708, + 1.0, + 0.9756856560707092, + 1.0, + 0.9887111186981201, + 0.9911637306213379, + 1.0, + 0.9838583469390869, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823973774909973, + 0.9790632128715515, + 0.97921222448349, + 1.0, + 0.9820129871368408, + 1.0, + 0.9770397543907166, + 0.9962232708930969, + 1.0, + 1.0, + 1.0, + 0.980169415473938, + 1.0, + 0.9676117300987244, + 1.0, + 1.0, + 0.9656967520713806, + 0.9998899102210999, + 0.9740431308746338, + 0.9959349632263184, + 0.9895691871643066, + 0.9933546781539917, + 1.0, + 0.9952802658081055, + 0.9913063645362854, + 1.0, + 1.0, + 0.9988029599189758, + 1.0, + 0.9850731492042542, + 1.0, + 0.9742434024810791, + 0.9938311576843262, + 0.9987807869911194, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946767687797546, + 0.9806684851646423, + 0.9698184728622437, + 0.9763434529304504, + 1.0, + 0.9790809154510498, + 1.0, + 1.0, + 0.994850754737854, + 0.997294545173645, + 0.9840764403343201, + 1.0, + 1.0, + 0.9841458797454834, + 1.0, + 1.0, + 1.0, + 0.9772126078605652, + 0.9932409524917603, + 1.0, + 1.0, + 0.9646017551422119, + 1.0, + 0.992732584476471, + 1.0, + 0.9904153943061829, + 0.9767519235610962, + 0.9777929782867432, + 0.9803167581558228, + 1.0, + 0.9692361354827881, + 0.9431069493293762, + 1.0, + 0.9979789853096008, + 0.9973421096801758, + 0.9983502626419067, + 0.9898309111595154, + 1.0, + 1.0, + 1.0, + 0.9975250959396362, + 0.9936200380325317, + 0.9776456952095032, + 1.0, + 0.9798714518547058, + 1.0, + 0.9666585922241211, + 0.9706696271896362, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852264523506165, + 1.0, + 1.0, + 0.9991876482963562, + 1.0, + 0.9799564480781555, + 0.9637681245803833, + 1.0, + 0.984324038028717, + 0.9604312181472778, + 0.9940050840377808, + 1.0, + 1.0, + 0.9940397143363953, + 1.0, + 1.0, + 0.9994277358055115, + 0.9761796593666077, + 0.9835757613182068, + 0.9937976002693176, + 1.0, + 0.9329627752304077, + 1.0, + 1.0, + 0.9963816404342651, + 1.0, + 1.0, + 0.996134877204895, + 0.9878894090652466, + 0.9817901253700256, + 1.0, + 1.0, + 0.9938812255859375, + 0.9828585386276245, + 0.9963154196739197, + 1.0, + 0.999389111995697, + 0.9853300452232361, + 0.9905707240104675, + 1.0, + 0.999752402305603, + 0.9862555861473083, + 1.0, + 1.0, + 0.9891046285629272, + 1.0, + 0.9982814192771912, + 1.0, + 0.9909256100654602, + 1.0, + 0.9847118854522705, + 1.0, + 0.9622900485992432, + 1.0, + 1.0, + 0.9794967770576477, + 0.9946479797363281, + 1.0, + 1.0, + 0.9834924936294556, + 1.0, + 1.0, + 0.9779247641563416, + 1.0, + 1.0, + 0.9902225732803345, + 0.9927433133125305, + 1.0, + 1.0, + 0.998700737953186, + 1.0, + 1.0, + 0.9909655451774597, + 0.9772673845291138, + 1.0, + 1.0, + 0.9932692646980286, + 0.9807599186897278, + 1.0, + 1.0, + 0.9800667762756348, + 0.9795396327972412, + 0.9910480976104736, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830693602561951, + 0.9862222075462341, + 0.9987607598304749, + 0.9632261991500854, + 0.9669750332832336, + 0.9711759686470032, + 0.998254120349884, + 0.9986258745193481, + 0.960595428943634, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901854991912842, + 1.0, + 0.9785800576210022, + 1.0, + 0.9863713383674622, + 0.9927214980125427, + 0.9991300702095032, + 1.0, + 1.0, + 0.9943475723266602, + 1.0, + 1.0, + 0.9892499446868896, + 0.9795942902565002, + 0.9912486672401428, + 1.0, + 1.0, + 1.0, + 0.9994091987609863, + 0.9904231429100037, + 0.9983288645744324, + 1.0, + 0.96933913230896, + 0.9730461239814758, + 0.9854540824890137, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921059012413025, + 0.9893499612808228, + 1.0, + 0.9953309893608093, + 0.979312002658844, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9827920794487, + 0.9957095384597778, + 1.0, + 0.9893482327461243, + 1.0, + 0.9930660128593445, + 0.9760268926620483, + 0.9923692345619202, + 1.0, + 1.0, + 1.0, + 0.9732553362846375, + 1.0, + 1.0, + 0.9815950393676758, + 0.9892688989639282, + 0.9860531687736511, + 0.9624032378196716, + 1.0, + 1.0, + 0.9967975616455078, + 1.0, + 1.0, + 0.9799926280975342, + 0.9886717796325684, + 0.9924452304840088, + 0.9880740642547607, + 0.973035454750061, + 0.979546070098877, + 0.9912434220314026, + 1.0, + 0.9901857972145081, + 1.0, + 1.0, + 0.9894697070121765, + 1.0, + 1.0, + 1.0, + 0.9755213856697083, + 0.9875816702842712, + 1.0, + 1.0, + 0.9958327412605286, + 0.9901090860366821, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9924821257591248, + 1.0, + 1.0, + 0.952647864818573, + 1.0, + 0.9686992764472961, + 1.0, + 0.9878001809120178, + 0.9901195764541626, + 1.0, + 1.0, + 0.988206684589386, + 0.9975352883338928, + 0.9871261119842529, + 1.0, + 1.0, + 0.9863572716712952, + 0.9744054079055786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815335273742676, + 0.9701119065284729, + 1.0, + 1.0, + 0.960917055606842, + 0.9835578799247742, + 0.991830050945282, + 1.0, + 1.0, + 1.0, + 0.9778414368629456, + 1.0, + 1.0, + 0.9876635074615479, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995546281337738, + 1.0, + 0.9932571053504944, + 1.0, + 0.963638424873352, + 0.9685355424880981, + 0.9985344409942627, + 0.9998776912689209, + 0.9789602160453796, + 0.9991253018379211, + 0.9933717250823975, + 0.9731839299201965, + 1.0, + 0.9837387800216675, + 0.996485710144043, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937201738357544, + 0.9886484146118164, + 0.9857954382896423, + 0.9908741116523743, + 0.9870334267616272, + 0.9696746468544006, + 0.9941757917404175, + 0.9717269539833069, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972338676452637, + 1.0, + 1.0, + 0.9902719855308533, + 1.0, + 0.9813467860221863, + 0.9491190910339355, + 0.998534619808197, + 0.9739513397216797, + 0.9959819316864014, + 0.9940746426582336, + 0.9861762523651123, + 0.999099850654602, + 1.0, + 0.9840612411499023, + 1.0, + 0.9889593720436096, + 1.0, + 0.9979828000068665, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969959855079651, + 1.0, + 1.0, + 1.0, + 0.9836157560348511, + 0.9655448198318481, + 1.0, + 0.9929723739624023, + 1.0, + 0.9946894645690918, + 0.9822424054145813, + 1.0, + 1.0, + 1.0, + 0.9939478039741516, + 0.99747234582901, + 0.9846810102462769, + 1.0, + 0.9781206846237183, + 0.9731574654579163, + 1.0, + 1.0, + 1.0, + 0.9967900514602661, + 0.9807935953140259, + 0.970450222492218, + 0.9908168315887451, + 0.9607316851615906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987263083457947, + 1.0, + 0.987305223941803, + 0.9746347665786743, + 1.0, + 0.986465573310852, + 0.9991574287414551, + 0.997470498085022, + 1.0, + 1.0, + 0.9930455684661865, + 0.9928761124610901, + 0.9935546517372131, + 1.0, + 1.0, + 1.0, + 0.9799299240112305, + 1.0, + 1.0, + 0.9979568123817444, + 0.993496298789978, + 1.0, + 0.9810619354248047, + 0.9852169156074524, + 0.990203320980072, + 0.9984971880912781, + 1.0, + 0.9916852712631226, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927175641059875, + 1.0, + 0.9965811967849731, + 0.9943640828132629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877573847770691, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_trial_metrics.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..59c9b6391597522158c5d358b3bac72343352039 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 1274.6134033203125, + "strength": 860.2551879882812, + "max_strength": 1254.0333251953125, + "final_strength": 1107.0333251953125, + "sample_efficiency": 3.0398109629459213e-07, + "training_efficiency": 1.9450881154625677e-05, + "stability": 0.9925732612609863, + "consistency": 0.5473644733428955 + }, + "local": { + "mean_returns": [ + [ + 211.6666717529297, + 236.84210205078125, + 250.27777099609375, + 260.20001220703125, + 282.65625, + 290.5063171386719, + 298.2608642578125, + 311.20001220703125, + 323.70001220703125, + 351.8999938964844, + 358.1000061035156, + 378.8999938964844, + 395.20001220703125, + 413.3999938964844, + 421.20001220703125, + 431.8999938964844, + 426.70001220703125, + 430.79998779296875, + 441.20001220703125, + 469.70001220703125, + 496.70001220703125, + 518.0999755859375, + 524.5999755859375, + 527.9000244140625, + 502.20001220703125, + 490.5, + 467.8999938964844, + 491.29998779296875, + 504.0, + 501.70001220703125, + 525.2999877929688, + 533.5999755859375, + 530.5, + 521.7000122070312, + 514.2999877929688, + 493.0, + 493.6000061035156, + 476.8999938964844, + 476.6000061035156, + 479.79998779296875, + 474.5, + 465.79998779296875, + 446.70001220703125, + 440.6000061035156, + 424.6000061035156, + 422.20001220703125, + 414.1000061035156, + 423.0, + 429.3999938964844, + 444.3999938964844, + 463.70001220703125, + 480.70001220703125, + 482.20001220703125, + 492.5, + 498.1000061035156, + 509.0, + 518.7999877929688, + 517.4000244140625, + 517.7000122070312, + 511.8999938964844, + 517.4000244140625, + 513.4000244140625, + 516.0999755859375, + 516.7000122070312, + 518.9000244140625, + 543.4000244140625, + 548.2999877929688, + 550.7999877929688, + 549.2999877929688, + 552.2999877929688, + 551.5, + 537.9000244140625, + 532.0999755859375, + 528.0, + 527.9000244140625, + 520.7999877929688, + 523.5, + 529.2000122070312, + 534.5, + 541.2000122070312, + 542.5, + 550.5, + 550.7999877929688, + 547.5999755859375, + 546.0999755859375, + 541.0, + 532.2999877929688, + 533.0, + 524.5, + 522.7000122070312, + 533.0999755859375, + 547.2000122070312, + 547.2999877929688, + 549.5999755859375, + 558.5, + 546.2000122070312, + 520.4000244140625, + 501.79998779296875, + 480.70001220703125, + 463.79998779296875, + 459.1000061035156, + 471.79998779296875, + 471.6000061035156, + 475.3999938964844, + 485.6000061035156, + 495.79998779296875, + 508.6000061035156, + 532.2999877929688, + 561.7999877929688, + 572.7999877929688, + 571.5999755859375, + 575.9000244140625, + 558.7999877929688, + 548.5, + 556.5, + 562.2999877929688, + 562.7999877929688, + 580.0, + 605.2000122070312, + 612.5, + 624.0999755859375, + 659.7000122070312, + 663.5, + 655.2999877929688, + 673.0, + 671.7000122070312, + 660.5999755859375, + 648.7999877929688, + 652.7000122070312, + 649.5999755859375, + 648.0, + 675.0, + 669.2999877929688, + 678.5, + 683.5, + 696.5999755859375, + 695.0999755859375, + 687.7999877929688, + 684.7999877929688, + 693.5999755859375, + 726.0999755859375, + 746.7000122070312, + 754.5999755859375, + 788.7999877929688, + 813.0, + 786.7000122070312, + 802.4000244140625, + 784.0999755859375, + 812.2999877929688, + 806.7000122070312, + 820.9000244140625, + 830.9000244140625, + 823.0999755859375, + 839.7000122070312, + 831.7999877929688, + 833.2999877929688, + 831.4000244140625, + 843.2000122070312, + 857.2999877929688, + 875.2000122070312, + 858.4000244140625, + 871.2999877929688, + 885.2000122070312, + 895.0, + 891.9000244140625, + 908.2000122070312, + 927.9000244140625, + 907.7999877929688, + 888.2999877929688, + 899.2000122070312, + 894.0999755859375, + 890.4000244140625, + 894.2999877929688, + 877.4000244140625, + 908.4000244140625, + 918.9000244140625, + 945.9000244140625, + 967.2000122070312, + 1021.4000244140625, + 1008.5999755859375, + 958.0, + 927.7999877929688, + 864.2999877929688, + 814.0999755859375, + 745.2999877929688, + 767.0999755859375, + 819.7999877929688, + 856.5, + 917.0, + 928.0999755859375, + 937.0, + 953.2000122070312, + 933.7999877929688, + 921.4000244140625, + 922.7999877929688, + 924.2999877929688, + 930.9000244140625, + 941.2000122070312, + 963.0999755859375, + 960.7000122070312, + 991.9000244140625, + 971.4000244140625, + 921.9000244140625, + 928.9000244140625, + 897.0, + 906.0, + 920.5999755859375, + 909.4000244140625, + 906.5999755859375, + 944.9000244140625, + 955.2000122070312, + 947.2000122070312, + 958.9000244140625, + 922.2999877929688, + 940.5999755859375, + 935.2000122070312, + 894.7000122070312, + 962.5, + 960.2999877929688, + 945.2000122070312, + 963.5, + 982.0999755859375, + 1028.800048828125, + 1097.199951171875, + 1086.5999755859375, + 1116.4000244140625, + 1140.0999755859375, + 1189.199951171875, + 1209.5, + 1166.699951171875, + 1128.0999755859375, + 1181.300048828125, + 1196.5, + 1183.5, + 1137.9000244140625, + 1141.0, + 1147.699951171875, + 1158.5999755859375, + 1115.199951171875, + 1073.4000244140625, + 1064.699951171875, + 1111.0999755859375, + 1131.5, + 1123.4000244140625, + 1130.300048828125, + 1168.0, + 1199.5, + 1207.300048828125, + 1203.5, + 1206.199951171875, + 1237.300048828125, + 1264.4000244140625, + 1238.199951171875, + 1230.199951171875, + 1220.9000244140625, + 1199.0999755859375, + 1177.9000244140625, + 1155.199951171875, + 1137.9000244140625, + 1130.9000244140625, + 1137.4000244140625, + 1160.0, + 1217.800048828125, + 1229.4000244140625, + 1213.300048828125, + 1271.5, + 1274.5999755859375, + 1268.0999755859375, + 1254.300048828125, + 1221.800048828125, + 1231.9000244140625, + 1223.9000244140625, + 1230.800048828125, + 1183.4000244140625, + 1184.199951171875, + 1206.0, + 1238.0999755859375, + 1234.4000244140625, + 1258.199951171875, + 1289.0, + 1279.0, + 1310.0, + 1317.300048828125, + 1302.4000244140625, + 1253.4000244140625, + 1231.9000244140625, + 1244.800048828125, + 1233.9000244140625, + 1198.5999755859375, + 1179.5999755859375, + 1198.0, + 1170.0, + 1159.0999755859375, + 1182.199951171875, + 1119.699951171875, + 1087.9000244140625, + 1125.4000244140625, + 1129.9000244140625, + 1133.5, + 1159.800048828125, + 1190.0999755859375, + 1194.5999755859375, + 1209.9000244140625, + 1212.5999755859375, + 1184.0999755859375, + 1151.9000244140625, + 1142.0999755859375, + 1112.5, + 1105.4000244140625, + 1145.9000244140625, + 1173.0999755859375, + 1233.4000244140625, + 1244.699951171875, + 1242.5, + 1238.9000244140625, + 1251.5999755859375, + 1229.9000244140625, + 1222.699951171875, + 1259.9000244140625, + 1202.199951171875, + 1195.9000244140625, + 1232.0999755859375, + 1273.0, + 1293.5999755859375, + 1324.300048828125, + 1274.4000244140625, + 1285.800048828125, + 1329.0, + 1352.5999755859375, + 1360.5, + 1402.5, + 1384.5, + 1409.800048828125, + 1449.5999755859375, + 1443.699951171875, + 1402.9000244140625, + 1370.199951171875, + 1326.199951171875, + 1288.5, + 1223.9000244140625, + 1191.800048828125, + 1181.5999755859375, + 1161.0999755859375, + 1164.699951171875, + 1227.9000244140625, + 1217.300048828125, + 1242.0999755859375, + 1284.199951171875, + 1337.9000244140625, + 1358.199951171875, + 1415.199951171875, + 1429.699951171875, + 1385.5, + 1424.300048828125, + 1411.699951171875, + 1392.199951171875, + 1361.4000244140625, + 1372.0999755859375, + 1388.0, + 1382.199951171875, + 1393.4000244140625, + 1366.699951171875, + 1376.800048828125, + 1374.4000244140625, + 1367.9000244140625, + 1306.9000244140625, + 1246.4000244140625, + 1255.0, + 1288.5, + 1283.199951171875, + 1304.5, + 1272.5, + 1267.199951171875, + 1264.0, + 1266.0999755859375, + 1241.699951171875, + 1216.5, + 1215.300048828125, + 1227.0999755859375, + 1210.4000244140625, + 1250.5, + 1252.9000244140625, + 1265.9000244140625, + 1265.9000244140625, + 1278.199951171875, + 1251.5999755859375, + 1295.9000244140625, + 1315.5999755859375, + 1273.300048828125, + 1247.0999755859375, + 1284.5, + 1350.4000244140625, + 1377.4000244140625, + 1409.5999755859375, + 1409.9000244140625, + 1440.5, + 1434.0, + 1428.199951171875, + 1368.199951171875, + 1370.300048828125, + 1312.4000244140625, + 1312.699951171875, + 1308.800048828125, + 1346.9000244140625, + 1395.0, + 1383.800048828125, + 1429.300048828125, + 1429.0999755859375, + 1417.9000244140625, + 1469.5, + 1449.9000244140625, + 1459.5, + 1412.699951171875, + 1389.199951171875, + 1403.0999755859375, + 1379.300048828125, + 1355.199951171875, + 1311.4000244140625, + 1327.800048828125, + 1350.300048828125, + 1391.0, + 1379.0, + 1334.0999755859375, + 1328.9000244140625, + 1368.800048828125, + 1375.800048828125, + 1327.0999755859375, + 1328.5999755859375, + 1293.5999755859375, + 1275.0, + 1372.199951171875, + 1361.5, + 1343.5999755859375, + 1281.0, + 1336.9000244140625, + 1318.5999755859375, + 1311.9000244140625, + 1297.4000244140625, + 1239.5999755859375, + 1272.0999755859375, + 1282.5999755859375, + 1278.800048828125, + 1256.0999755859375, + 1289.0, + 1319.800048828125, + 1290.5, + 1333.5999755859375, + 1317.4000244140625, + 1305.5999755859375, + 1327.0999755859375, + 1315.0, + 1315.0, + 1274.4000244140625, + 1278.699951171875, + 1295.800048828125, + 1339.9000244140625, + 1354.300048828125, + 1353.800048828125, + 1335.199951171875, + 1356.9000244140625, + 1373.0, + 1396.300048828125, + 1380.5999755859375, + 1372.0, + 1358.5, + 1338.800048828125, + 1368.0999755859375, + 1376.0, + 1327.800048828125, + 1335.199951171875, + 1364.5, + 1333.699951171875, + 1360.5, + 1377.199951171875, + 1357.800048828125, + 1368.300048828125, + 1402.5, + 1369.0999755859375, + 1332.4000244140625, + 1332.0, + 1338.5999755859375, + 1362.0999755859375, + 1377.300048828125, + 1374.4000244140625, + 1398.5, + 1381.699951171875, + 1374.300048828125, + 1423.0, + 1428.800048828125, + 1403.300048828125, + 1396.5999755859375, + 1417.5, + 1436.300048828125, + 1454.800048828125, + 1447.5, + 1402.9000244140625, + 1382.5, + 1396.800048828125, + 1390.9000244140625, + 1377.0999755859375, + 1358.0999755859375, + 1343.199951171875, + 1330.199951171875, + 1376.9000244140625, + 1392.9000244140625, + 1399.9000244140625, + 1391.0, + 1400.5, + 1397.699951171875, + 1405.5999755859375, + 1433.5, + 1487.5999755859375, + 1459.4000244140625, + 1456.199951171875, + 1448.4000244140625, + 1475.9000244140625, + 1507.4000244140625, + 1520.0, + 1509.5, + 1479.699951171875, + 1491.699951171875, + 1490.5, + 1514.5, + 1494.800048828125, + 1483.699951171875, + 1525.699951171875, + 1518.800048828125, + 1474.5999755859375, + 1477.4000244140625, + 1481.0999755859375, + 1472.800048828125, + 1490.5999755859375, + 1487.5, + 1447.0999755859375, + 1455.5999755859375, + 1455.9000244140625, + 1484.199951171875, + 1500.5, + 1500.0, + 1467.5999755859375, + 1447.699951171875, + 1447.199951171875, + 1468.699951171875, + 1427.300048828125, + 1435.800048828125, + 1399.800048828125, + 1386.300048828125, + 1388.199951171875, + 1386.0999755859375, + 1384.5999755859375, + 1342.699951171875, + 1392.300048828125, + 1406.0999755859375, + 1449.699951171875, + 1459.199951171875, + 1449.699951171875, + 1499.5999755859375, + 1499.800048828125, + 1501.4000244140625, + 1494.5, + 1513.9000244140625, + 1476.0999755859375, + 1485.0999755859375, + 1526.4000244140625, + 1555.0, + 1511.9000244140625, + 1504.5, + 1526.4000244140625, + 1536.4000244140625, + 1529.199951171875, + 1527.300048828125, + 1527.5999755859375, + 1503.5, + 1470.0, + 1466.0999755859375, + 1447.5999755859375, + 1434.5, + 1409.699951171875, + 1421.5999755859375, + 1476.0, + 1467.699951171875, + 1454.300048828125, + 1456.699951171875, + 1460.199951171875, + 1463.0, + 1444.5999755859375, + 1455.4000244140625, + 1420.199951171875, + 1407.0, + 1403.4000244140625, + 1460.9000244140625, + 1477.199951171875, + 1459.5, + 1460.5, + 1439.199951171875, + 1424.800048828125, + 1413.0999755859375, + 1398.699951171875, + 1395.9000244140625, + 1370.699951171875, + 1354.0999755859375, + 1360.4000244140625, + 1418.4000244140625, + 1433.0999755859375, + 1445.5, + 1457.5999755859375, + 1447.699951171875, + 1476.800048828125, + 1480.5999755859375, + 1483.300048828125, + 1448.800048828125, + 1437.300048828125, + 1442.199951171875, + 1425.0999755859375, + 1436.0999755859375, + 1396.800048828125, + 1400.800048828125, + 1400.699951171875, + 1416.800048828125, + 1398.5999755859375, + 1399.699951171875, + 1385.4000244140625, + 1364.300048828125, + 1357.0999755859375, + 1341.300048828125, + 1344.5, + 1366.300048828125, + 1357.300048828125, + 1382.699951171875, + 1388.5999755859375, + 1396.800048828125, + 1417.5, + 1447.199951171875, + 1503.9000244140625, + 1501.5, + 1526.5, + 1471.5, + 1461.4000244140625, + 1462.0, + 1493.9000244140625, + 1524.0, + 1532.0999755859375, + 1508.199951171875, + 1502.699951171875, + 1504.300048828125, + 1520.0, + 1536.199951171875, + 1587.9000244140625, + 1553.0999755859375, + 1551.5, + 1512.0, + 1519.800048828125, + 1539.199951171875, + 1510.0999755859375, + 1501.0999755859375, + 1504.5999755859375, + 1531.5999755859375, + 1518.0999755859375, + 1504.5, + 1522.9000244140625, + 1472.5, + 1534.0, + 1580.0999755859375, + 1590.4000244140625, + 1606.800048828125, + 1587.0, + 1601.9000244140625, + 1608.5999755859375, + 1593.699951171875, + 1531.4000244140625, + 1510.300048828125, + 1460.0, + 1425.300048828125, + 1398.699951171875, + 1396.199951171875, + 1387.199951171875, + 1393.0, + 1432.800048828125, + 1409.4000244140625, + 1427.199951171875, + 1409.9000244140625, + 1421.4000244140625, + 1383.4000244140625, + 1407.5999755859375, + 1421.199951171875, + 1380.199951171875, + 1437.5999755859375, + 1411.9000244140625, + 1405.800048828125, + 1438.0, + 1452.699951171875, + 1433.5999755859375, + 1412.9000244140625, + 1432.800048828125, + 1384.5, + 1392.800048828125, + 1414.4000244140625, + 1462.0999755859375, + 1455.800048828125, + 1471.9000244140625, + 1505.5999755859375, + 1511.0999755859375, + 1505.0999755859375, + 1505.5, + 1507.5999755859375, + 1496.5, + 1460.199951171875, + 1426.9000244140625, + 1437.0, + 1397.699951171875, + 1378.699951171875, + 1377.199951171875, + 1376.800048828125, + 1369.699951171875, + 1373.5, + 1373.5, + 1379.4000244140625, + 1403.0999755859375, + 1403.199951171875, + 1443.4000244140625, + 1450.4000244140625, + 1444.699951171875, + 1457.5, + 1450.0999755859375, + 1455.5999755859375, + 1423.0999755859375, + 1435.699951171875, + 1453.300048828125, + 1449.4000244140625, + 1450.5999755859375, + 1437.5999755859375, + 1447.4000244140625, + 1445.199951171875, + 1461.300048828125, + 1455.5, + 1448.4000244140625, + 1448.0999755859375, + 1452.699951171875, + 1470.199951171875, + 1500.199951171875, + 1526.5999755859375, + 1526.800048828125, + 1516.300048828125, + 1486.300048828125, + 1481.300048828125, + 1465.800048828125, + 1445.5, + 1458.199951171875, + 1407.5, + 1408.199951171875, + 1386.699951171875, + 1380.800048828125, + 1395.5999755859375, + 1402.800048828125, + 1417.300048828125, + 1381.699951171875, + 1444.0999755859375, + 1446.5, + 1441.0, + 1430.5999755859375, + 1404.699951171875, + 1402.9000244140625, + 1388.0999755859375, + 1375.5, + 1340.5999755859375, + 1359.0, + 1371.199951171875, + 1394.0999755859375, + 1428.5999755859375, + 1444.5, + 1454.0999755859375, + 1453.5, + 1457.699951171875, + 1487.199951171875, + 1468.9000244140625, + 1476.5, + 1444.4000244140625, + 1473.0999755859375, + 1493.199951171875, + 1500.0999755859375, + 1490.800048828125, + 1434.4000244140625, + 1443.0, + 1449.9000244140625, + 1432.800048828125, + 1399.9000244140625, + 1400.5999755859375, + 1404.0999755859375, + 1375.699951171875, + 1394.0999755859375, + 1401.9000244140625, + 1361.800048828125, + 1366.5, + 1374.5999755859375, + 1376.4000244140625, + 1383.5, + 1437.5999755859375, + 1466.199951171875, + 1482.4000244140625, + 1540.5999755859375, + 1524.0999755859375, + 1533.0999755859375, + 1511.0999755859375, + 1497.4000244140625, + 1464.699951171875, + 1460.5, + 1451.300048828125, + 1419.4000244140625, + 1420.9000244140625, + 1443.0999755859375, + 1469.800048828125, + 1496.800048828125, + 1522.9000244140625, + 1498.0999755859375, + 1505.4000244140625, + 1500.4000244140625, + 1523.4000244140625, + 1530.199951171875, + 1520.0, + 1500.0999755859375, + 1498.199951171875, + 1495.800048828125, + 1497.199951171875, + 1490.0, + 1489.5999755859375, + 1487.4000244140625, + 1462.0, + 1464.9000244140625, + 1483.0, + 1483.800048828125, + 1496.5999755859375, + 1502.5, + 1473.800048828125, + 1489.5999755859375, + 1500.0, + 1506.5, + 1484.800048828125, + 1500.9000244140625, + 1501.4000244140625, + 1472.4000244140625, + 1509.0, + 1514.0, + 1523.9000244140625, + 1517.0, + 1514.300048828125, + 1512.199951171875, + 1529.800048828125, + 1550.0, + 1556.199951171875, + 1555.0999755859375, + 1536.4000244140625, + 1536.5, + 1519.4000244140625, + 1521.199951171875, + 1506.4000244140625, + 1482.0, + 1516.4000244140625, + 1560.4000244140625, + 1576.4000244140625, + 1610.9000244140625, + 1623.5999755859375, + 1640.4000244140625, + 1683.699951171875, + 1642.0, + 1619.9000244140625, + 1608.800048828125, + 1568.9000244140625, + 1522.199951171875, + 1558.0999755859375, + 1559.0, + 1525.5999755859375, + 1512.800048828125, + 1528.5999755859375, + 1539.5999755859375, + 1549.300048828125, + 1551.800048828125, + 1555.300048828125, + 1472.5999755859375, + 1448.9000244140625, + 1508.5999755859375, + 1514.0, + 1550.800048828125, + 1539.699951171875, + 1533.0, + 1571.9000244140625, + 1582.9000244140625, + 1594.199951171875, + 1534.9000244140625, + 1542.699951171875, + 1508.0, + 1521.699951171875, + 1488.0999755859375, + 1454.0999755859375, + 1484.0, + 1472.699951171875, + 1473.9000244140625, + 1481.0999755859375, + 1484.9000244140625, + 1516.800048828125, + 1508.699951171875, + 1543.0, + 1502.199951171875, + 1515.9000244140625, + 1537.0, + 1530.0, + 1507.9000244140625, + 1474.4000244140625, + 1483.699951171875, + 1494.300048828125, + 1510.800048828125, + 1533.5, + 1505.4000244140625, + 1515.300048828125, + 1556.699951171875, + 1588.800048828125, + 1579.300048828125, + 1570.300048828125, + 1551.5999755859375, + 1558.5, + 1563.9000244140625, + 1535.9000244140625, + 1506.5, + 1512.5, + 1532.5, + 1564.699951171875, + 1599.4000244140625, + 1598.800048828125, + 1577.199951171875, + 1589.699951171875, + 1611.5999755859375, + 1626.5999755859375, + 1607.9000244140625, + 1624.9000244140625, + 1574.699951171875, + 1562.199951171875, + 1573.800048828125, + 1599.9000244140625, + 1609.199951171875, + 1608.4000244140625, + 1621.800048828125, + 1637.800048828125, + 1598.5, + 1615.9000244140625, + 1582.5999755859375, + 1593.4000244140625, + 1544.0, + 1542.199951171875, + 1533.199951171875, + 1544.9000244140625, + 1526.699951171875, + 1543.0999755859375, + 1527.199951171875, + 1538.4000244140625, + 1513.699951171875, + 1520.9000244140625, + 1526.300048828125, + 1521.0999755859375, + 1526.800048828125, + 1526.800048828125, + 1564.9000244140625, + 1556.0, + 1556.300048828125, + 1533.0, + 1527.5, + 1494.0999755859375, + 1501.0999755859375, + 1489.5, + 1499.699951171875, + 1492.9000244140625, + 1486.300048828125, + 1540.4000244140625, + 1583.4000244140625, + 1581.199951171875, + 1613.0999755859375, + 1627.300048828125, + 1624.300048828125, + 1588.5999755859375, + 1591.300048828125, + 1566.699951171875, + 1526.9000244140625, + 1485.4000244140625, + 1489.300048828125, + 1474.800048828125, + 1489.199951171875, + 1520.0, + 1521.0, + 1513.9000244140625, + 1514.199951171875, + 1546.0999755859375, + 1538.4000244140625, + 1548.5, + 1516.4000244140625, + 1504.0, + 1518.4000244140625, + 1478.5999755859375, + 1477.5999755859375, + 1480.9000244140625, + 1493.0999755859375, + 1515.199951171875, + 1513.9000244140625 + ], + [ + 151.42857360839844, + 177.61904907226562, + 205.88235473632812, + 225.7142791748047, + 237.53846740722656, + 247.5, + 271.3636474609375, + 305.5, + 326.70001220703125, + 364.20001220703125, + 375.5, + 390.29998779296875, + 409.79998779296875, + 405.3999938964844, + 401.5, + 439.79998779296875, + 434.6000061035156, + 452.20001220703125, + 455.29998779296875, + 476.1000061035156, + 476.20001220703125, + 455.29998779296875, + 450.29998779296875, + 442.1000061035156, + 437.6000061035156, + 457.0, + 472.29998779296875, + 473.70001220703125, + 494.29998779296875, + 517.9000244140625, + 530.0, + 540.5999755859375, + 503.79998779296875, + 510.8999938964844, + 518.7000122070312, + 504.20001220703125, + 501.5, + 504.0, + 503.1000061035156, + 534.0, + 525.7000122070312, + 570.0999755859375, + 586.7000122070312, + 587.9000244140625, + 622.4000244140625, + 632.4000244140625, + 667.7999877929688, + 630.0999755859375, + 663.0999755859375, + 682.4000244140625, + 682.0, + 658.4000244140625, + 622.5999755859375, + 633.2000122070312, + 622.0999755859375, + 610.7999877929688, + 613.5, + 629.5999755859375, + 649.7000122070312, + 646.0999755859375, + 651.2999877929688, + 633.7000122070312, + 621.0, + 596.5, + 591.2000122070312, + 579.7000122070312, + 582.2000122070312, + 580.0, + 586.7999877929688, + 590.9000244140625, + 587.2999877929688, + 591.0, + 604.0999755859375, + 615.2999877929688, + 630.9000244140625, + 638.7999877929688, + 637.7000122070312, + 643.7000122070312, + 642.5999755859375, + 647.7999877929688, + 657.7000122070312, + 659.2000122070312, + 648.2000122070312, + 653.5999755859375, + 658.9000244140625, + 667.5999755859375, + 666.2000122070312, + 674.2999877929688, + 679.5, + 669.7000122070312, + 659.9000244140625, + 657.5, + 655.5999755859375, + 662.0, + 667.5999755859375, + 672.0, + 659.7000122070312, + 672.0999755859375, + 678.5999755859375, + 678.7000122070312, + 683.2000122070312, + 691.7999877929688, + 692.9000244140625, + 690.9000244140625, + 685.4000244140625, + 687.4000244140625, + 689.2999877929688, + 689.0, + 691.4000244140625, + 686.5999755859375, + 695.0, + 697.4000244140625, + 698.5, + 694.4000244140625, + 705.7000122070312, + 703.2000122070312, + 714.0999755859375, + 713.2999877929688, + 726.0, + 720.0, + 717.5999755859375, + 708.0, + 709.4000244140625, + 703.7000122070312, + 711.0999755859375, + 727.5, + 728.7999877929688, + 736.2999877929688, + 741.2999877929688, + 745.2999877929688, + 739.0999755859375, + 732.7000122070312, + 734.5999755859375, + 739.0999755859375, + 749.5, + 744.7999877929688, + 746.7000122070312, + 744.5999755859375, + 744.0, + 750.2000122070312, + 743.2000122070312, + 744.2999877929688, + 744.0999755859375, + 747.7999877929688, + 743.5, + 744.0999755859375, + 751.5, + 750.2999877929688, + 756.2999877929688, + 752.2000122070312, + 751.2999877929688, + 753.5, + 747.7000122070312, + 753.2000122070312, + 750.2999877929688, + 753.0999755859375, + 771.7000122070312, + 774.4000244140625, + 785.2000122070312, + 785.9000244140625, + 788.2999877929688, + 802.5, + 782.2000122070312, + 781.2000122070312, + 772.7000122070312, + 769.2999877929688, + 765.0999755859375, + 752.5999755859375, + 746.0999755859375, + 744.2999877929688, + 743.7000122070312, + 736.5999755859375, + 744.5999755859375, + 747.7000122070312, + 767.2000122070312, + 765.7000122070312, + 766.0999755859375, + 769.2000122070312, + 764.5999755859375, + 756.2999877929688, + 730.2999877929688, + 752.5, + 774.7000122070312, + 775.2000122070312, + 784.7999877929688, + 791.0, + 795.5999755859375, + 793.7000122070312, + 777.4000244140625, + 773.4000244140625, + 784.7999877929688, + 793.9000244140625, + 794.2000122070312, + 799.0999755859375, + 788.4000244140625, + 802.0, + 772.9000244140625, + 770.4000244140625, + 769.5999755859375, + 764.2000122070312, + 757.2999877929688, + 762.4000244140625, + 784.2999877929688, + 778.4000244140625, + 787.2000122070312, + 805.4000244140625, + 791.0999755859375, + 787.7999877929688, + 784.2999877929688, + 792.2000122070312, + 790.5999755859375, + 788.4000244140625, + 789.5999755859375, + 810.2000122070312, + 807.4000244140625, + 812.2999877929688, + 818.4000244140625, + 827.2000122070312, + 817.9000244140625, + 815.7999877929688, + 802.0, + 797.0, + 819.0999755859375, + 809.0999755859375, + 824.5999755859375, + 821.5999755859375, + 824.9000244140625, + 813.2999877929688, + 796.5999755859375, + 783.0, + 783.5999755859375, + 786.7000122070312, + 802.7000122070312, + 803.7000122070312, + 832.7999877929688, + 822.4000244140625, + 841.0, + 845.0999755859375, + 840.5999755859375, + 822.0, + 794.4000244140625, + 801.7000122070312, + 806.4000244140625, + 805.2999877929688, + 821.5999755859375, + 820.2999877929688, + 822.2999877929688, + 831.0, + 813.0999755859375, + 812.0, + 798.7999877929688, + 794.7000122070312, + 788.5999755859375, + 786.5, + 775.9000244140625, + 770.2999877929688, + 793.5999755859375, + 790.0, + 807.2000122070312, + 811.2000122070312, + 825.5999755859375, + 828.5, + 833.0999755859375, + 840.2999877929688, + 846.5999755859375, + 846.9000244140625, + 852.5, + 852.0, + 848.7999877929688, + 848.5999755859375, + 850.4000244140625, + 844.2000122070312, + 836.2000122070312, + 826.7000122070312, + 823.5, + 831.0999755859375, + 822.0, + 809.7999877929688, + 804.5, + 826.7000122070312, + 828.0, + 821.7000122070312, + 806.2000122070312, + 837.5, + 887.5, + 870.7999877929688, + 878.0999755859375, + 883.7000122070312, + 881.0, + 857.7999877929688, + 816.7000122070312, + 828.5999755859375, + 827.2999877929688, + 829.9000244140625, + 840.2000122070312, + 835.7999877929688, + 856.4000244140625, + 862.7999877929688, + 859.4000244140625, + 856.7999877929688, + 868.5999755859375, + 862.5999755859375, + 861.2000122070312, + 821.2000122070312, + 817.2999877929688, + 827.2000122070312, + 811.2999877929688, + 823.4000244140625, + 834.4000244140625, + 841.7999877929688, + 845.4000244140625, + 847.5999755859375, + 841.9000244140625, + 838.2999877929688, + 839.4000244140625, + 844.4000244140625, + 859.5999755859375, + 859.0999755859375, + 867.5999755859375, + 878.0, + 866.2999877929688, + 866.2999877929688, + 847.0, + 834.5999755859375, + 827.5, + 822.0999755859375, + 830.5, + 840.4000244140625, + 822.9000244140625, + 822.7999877929688, + 824.2000122070312, + 852.4000244140625, + 858.2999877929688, + 872.0, + 886.4000244140625, + 895.0999755859375, + 906.2000122070312, + 893.0999755859375, + 881.2999877929688, + 865.7999877929688, + 869.7000122070312, + 863.0999755859375, + 864.5999755859375, + 885.4000244140625, + 894.0, + 907.9000244140625, + 913.2000122070312, + 902.5999755859375, + 948.2000122070312, + 953.5, + 957.4000244140625, + 951.5999755859375, + 961.7999877929688, + 954.0, + 960.2000122070312, + 915.0, + 925.7999877929688, + 919.2000122070312, + 909.0999755859375, + 892.7999877929688, + 908.0999755859375, + 891.0, + 901.5999755859375, + 918.7000122070312, + 917.9000244140625, + 938.5999755859375, + 962.2999877929688, + 969.2000122070312, + 1014.2000122070312, + 1001.7999877929688, + 981.2999877929688, + 988.5999755859375, + 968.5999755859375, + 959.7999877929688, + 955.2999877929688, + 973.4000244140625, + 940.2000122070312, + 946.0999755859375, + 940.5, + 951.9000244140625, + 941.4000244140625, + 931.0999755859375, + 870.2000122070312, + 885.7000122070312, + 901.2999877929688, + 914.5999755859375, + 925.2999877929688, + 955.5999755859375, + 958.7999877929688, + 992.5, + 987.0999755859375, + 980.2000122070312, + 969.7000122070312, + 957.2000122070312, + 917.2000122070312, + 907.5, + 900.7000122070312, + 901.0, + 909.0999755859375, + 915.0, + 910.7999877929688, + 917.9000244140625, + 926.2000122070312, + 920.9000244140625, + 932.2999877929688, + 932.0, + 905.4000244140625, + 901.2999877929688, + 925.0999755859375, + 907.2000122070312, + 900.2000122070312, + 894.2000122070312, + 894.0999755859375, + 891.5, + 907.5999755859375, + 889.0999755859375, + 900.0, + 928.4000244140625, + 946.7999877929688, + 979.7999877929688, + 999.7000122070312, + 998.0, + 1006.4000244140625, + 1008.5999755859375, + 1013.9000244140625, + 1014.0999755859375, + 960.5999755859375, + 967.4000244140625, + 962.2000122070312, + 959.4000244140625, + 946.0, + 955.5, + 977.7999877929688, + 994.2000122070312, + 995.9000244140625, + 1000.7999877929688, + 998.2000122070312, + 989.2999877929688, + 986.2999877929688, + 976.4000244140625, + 966.7000122070312, + 956.7000122070312, + 947.2999877929688, + 935.2000122070312, + 958.5, + 947.9000244140625, + 939.0, + 922.2999877929688, + 947.7000122070312, + 939.7999877929688, + 954.7999877929688, + 970.7000122070312, + 995.5, + 985.0, + 1000.0999755859375, + 1023.2000122070312, + 1057.0, + 1054.0999755859375, + 1018.2999877929688, + 991.7999877929688, + 1006.5999755859375, + 1033.0, + 991.5999755859375, + 968.5, + 975.5999755859375, + 998.7000122070312, + 1008.0, + 1008.7000122070312, + 981.2000122070312, + 996.5999755859375, + 1005.2000122070312, + 999.5, + 990.2999877929688, + 1011.7000122070312, + 1004.4000244140625, + 1000.7999877929688, + 998.5, + 977.0, + 977.7999877929688, + 989.9000244140625, + 989.5999755859375, + 983.7999877929688, + 998.5, + 1012.7999877929688, + 1036.699951171875, + 1025.699951171875, + 1014.9000244140625, + 1034.199951171875, + 1044.9000244140625, + 1056.800048828125, + 1046.800048828125, + 1053.5, + 1054.199951171875, + 1072.5, + 1051.800048828125, + 1064.199951171875, + 1072.9000244140625, + 1068.300048828125, + 1046.800048828125, + 1063.5, + 1061.0, + 1070.300048828125, + 1024.0999755859375, + 1017.7000122070312, + 1003.5, + 1010.7000122070312, + 987.5999755859375, + 981.5, + 992.5, + 1012.2000122070312, + 1003.4000244140625, + 1021.0999755859375, + 987.4000244140625, + 981.2999877929688, + 996.9000244140625, + 988.2999877929688, + 950.7000122070312, + 934.5, + 946.4000244140625, + 961.7000122070312, + 963.2000122070312, + 930.2000122070312, + 944.7000122070312, + 947.7000122070312, + 967.0, + 943.4000244140625, + 953.9000244140625, + 976.9000244140625, + 997.5999755859375, + 1033.699951171875, + 1027.9000244140625, + 1055.800048828125, + 1053.800048828125, + 1099.9000244140625, + 1097.5999755859375, + 1084.4000244140625, + 1089.9000244140625, + 1071.300048828125, + 1059.800048828125, + 1052.5, + 1040.5, + 1027.199951171875, + 1009.2000122070312, + 995.5999755859375, + 971.7000122070312, + 984.5, + 1005.2999877929688, + 1012.2000122070312, + 1027.300048828125, + 1060.9000244140625, + 1080.4000244140625, + 1086.300048828125, + 1132.4000244140625, + 1146.5, + 1173.5999755859375, + 1178.800048828125, + 1165.0, + 1164.199951171875, + 1169.5, + 1133.5999755859375, + 1144.0, + 1108.800048828125, + 1094.5999755859375, + 1078.0999755859375, + 1084.699951171875, + 1071.199951171875, + 1065.199951171875, + 1064.4000244140625, + 1080.4000244140625, + 1093.800048828125, + 1065.0, + 1104.9000244140625, + 1107.5999755859375, + 1127.800048828125, + 1128.9000244140625, + 1122.4000244140625, + 1148.5999755859375, + 1135.199951171875, + 1136.199951171875, + 1158.5, + 1158.300048828125, + 1117.699951171875, + 1121.4000244140625, + 1120.699951171875, + 1118.800048828125, + 1093.5999755859375, + 1076.0, + 1056.0999755859375, + 1073.300048828125, + 1070.4000244140625, + 1088.5999755859375, + 1078.4000244140625, + 1083.0, + 1065.0, + 1064.9000244140625, + 1071.199951171875, + 1054.9000244140625, + 1054.0, + 1051.0999755859375, + 1028.800048828125, + 1018.5, + 1065.9000244140625, + 1057.800048828125, + 1031.9000244140625, + 1021.9000244140625, + 1036.5999755859375, + 1044.5999755859375, + 1069.300048828125, + 1067.4000244140625, + 1053.300048828125, + 1086.199951171875, + 1083.4000244140625, + 1090.199951171875, + 1100.4000244140625, + 1097.9000244140625, + 1080.4000244140625, + 1074.0, + 1055.9000244140625, + 1027.199951171875, + 1034.5999755859375, + 1034.5, + 1023.7999877929688, + 1012.2999877929688, + 1015.0999755859375, + 1016.2999877929688, + 1010.0, + 1020.2000122070312, + 1019.4000244140625, + 1021.7999877929688, + 1027.699951171875, + 1027.5, + 1019.5999755859375, + 1026.300048828125, + 1033.5, + 1039.5999755859375, + 1020.7999877929688, + 1042.199951171875, + 1028.800048828125, + 1038.4000244140625, + 1031.800048828125, + 1069.300048828125, + 1077.9000244140625, + 1062.800048828125, + 1064.199951171875, + 1032.199951171875, + 1047.9000244140625, + 1026.0, + 1042.5, + 1032.5999755859375, + 1019.2000122070312, + 1004.7999877929688, + 1020.0999755859375, + 1037.9000244140625, + 1023.9000244140625, + 1034.5, + 1014.5999755859375, + 1040.5, + 1038.199951171875, + 1062.5, + 1059.699951171875, + 1050.0999755859375, + 1059.800048828125, + 1060.0999755859375, + 1058.199951171875, + 1039.300048828125, + 1048.800048828125, + 1050.300048828125, + 1042.699951171875, + 1036.5, + 1033.0, + 1018.5999755859375, + 1017.0999755859375, + 1011.4000244140625, + 1001.2000122070312, + 972.7999877929688, + 965.0999755859375, + 982.5999755859375, + 1006.0999755859375, + 1029.4000244140625, + 1009.9000244140625, + 1028.0999755859375, + 1034.5, + 1051.300048828125, + 1072.199951171875, + 1064.5, + 1040.5999755859375, + 1024.300048828125, + 1032.4000244140625, + 1028.0999755859375, + 1022.2999877929688, + 1014.0999755859375, + 1016.5, + 1009.9000244140625, + 1018.2000122070312, + 1015.7999877929688, + 1030.199951171875, + 1024.199951171875, + 1020.2000122070312, + 1013.0, + 988.5, + 1018.0999755859375, + 1015.5999755859375, + 1004.7999877929688, + 985.0999755859375, + 986.0999755859375, + 992.2999877929688, + 987.7999877929688, + 1000.2999877929688, + 974.7999877929688, + 993.5999755859375, + 999.4000244140625, + 1006.7999877929688, + 1025.5999755859375, + 1042.199951171875, + 1057.300048828125, + 1068.5999755859375, + 1054.699951171875, + 1048.699951171875, + 1072.199951171875, + 1070.9000244140625, + 1047.199951171875, + 1031.300048828125, + 1039.300048828125, + 1026.300048828125, + 1042.0999755859375, + 1052.300048828125, + 1047.199951171875, + 1033.199951171875, + 1046.5, + 1064.800048828125, + 1067.4000244140625, + 1075.800048828125, + 1053.800048828125, + 1051.0999755859375, + 1053.199951171875, + 1080.800048828125, + 1079.199951171875, + 1091.199951171875, + 1083.800048828125, + 1110.0, + 1115.199951171875, + 1148.0, + 1128.199951171875, + 1111.699951171875, + 1100.300048828125, + 1095.199951171875, + 1087.4000244140625, + 1083.5, + 1077.0999755859375, + 1046.5999755859375, + 1052.9000244140625, + 1088.5999755859375, + 1096.300048828125, + 1093.0, + 1079.800048828125, + 1067.300048828125, + 1068.5999755859375, + 1077.199951171875, + 1094.199951171875, + 1065.0999755859375, + 1051.9000244140625, + 1048.0, + 1072.800048828125, + 1091.699951171875, + 1087.5, + 1082.699951171875, + 1091.699951171875, + 1083.5, + 1085.5, + 1095.5999755859375, + 1094.5, + 1076.5, + 1089.0, + 1082.300048828125, + 1060.300048828125, + 1053.9000244140625, + 1054.0999755859375, + 1055.0, + 1083.4000244140625, + 1087.199951171875, + 1087.0999755859375, + 1083.800048828125, + 1113.800048828125, + 1159.699951171875, + 1152.9000244140625, + 1144.300048828125, + 1122.699951171875, + 1115.9000244140625, + 1118.5, + 1126.9000244140625, + 1121.4000244140625, + 1095.5999755859375, + 1088.0, + 1097.199951171875, + 1091.5999755859375, + 1061.800048828125, + 1045.300048828125, + 1047.5999755859375, + 1040.0, + 1021.5999755859375, + 1048.199951171875, + 1037.0999755859375, + 1047.4000244140625, + 1065.199951171875, + 1098.9000244140625, + 1091.5999755859375, + 1141.800048828125, + 1130.0, + 1140.9000244140625, + 1136.199951171875, + 1117.5999755859375, + 1128.5, + 1087.5999755859375, + 1102.4000244140625, + 1047.5999755859375, + 1057.4000244140625, + 1065.800048828125, + 1055.300048828125, + 1067.9000244140625, + 1051.5, + 1063.0999755859375, + 1053.4000244140625, + 1096.5, + 1102.800048828125, + 1111.0, + 1113.699951171875, + 1125.199951171875, + 1118.4000244140625, + 1142.0999755859375, + 1154.800048828125, + 1129.4000244140625, + 1138.5999755859375, + 1147.5999755859375, + 1178.800048828125, + 1218.199951171875, + 1206.5999755859375, + 1220.199951171875, + 1208.199951171875, + 1200.800048828125, + 1227.0, + 1202.0999755859375, + 1202.800048828125, + 1182.0999755859375, + 1179.0999755859375, + 1199.0, + 1194.199951171875, + 1199.199951171875, + 1191.199951171875, + 1214.199951171875, + 1208.5, + 1176.4000244140625, + 1141.699951171875, + 1133.5, + 1147.699951171875, + 1170.9000244140625, + 1156.300048828125, + 1171.5999755859375, + 1188.199951171875, + 1201.5, + 1239.9000244140625, + 1266.5, + 1254.4000244140625, + 1269.300048828125, + 1252.300048828125, + 1246.5999755859375, + 1221.9000244140625, + 1218.5, + 1242.699951171875, + 1215.0999755859375, + 1221.199951171875, + 1198.5999755859375, + 1201.699951171875, + 1215.0999755859375, + 1214.4000244140625, + 1238.5999755859375, + 1226.800048828125, + 1218.800048828125, + 1227.300048828125, + 1214.300048828125, + 1210.300048828125, + 1206.5999755859375, + 1192.699951171875, + 1179.4000244140625, + 1170.0, + 1147.0, + 1125.5999755859375, + 1135.9000244140625, + 1153.9000244140625, + 1157.0, + 1161.9000244140625, + 1160.0999755859375, + 1196.9000244140625, + 1190.4000244140625, + 1196.5999755859375, + 1221.5, + 1235.800048828125, + 1222.800048828125, + 1241.300048828125, + 1252.199951171875, + 1289.0, + 1281.9000244140625, + 1307.300048828125, + 1328.5, + 1306.4000244140625, + 1285.0, + 1301.9000244140625, + 1269.5999755859375, + 1230.800048828125, + 1198.5999755859375, + 1197.5999755859375, + 1155.4000244140625, + 1143.5999755859375, + 1143.800048828125, + 1149.300048828125, + 1120.800048828125, + 1140.5999755859375, + 1143.9000244140625, + 1147.699951171875, + 1197.300048828125, + 1209.9000244140625, + 1223.0, + 1223.0999755859375, + 1224.5, + 1258.800048828125, + 1255.199951171875, + 1271.0, + 1266.0, + 1248.9000244140625, + 1252.699951171875, + 1240.5999755859375, + 1234.699951171875, + 1222.0, + 1208.5, + 1242.699951171875, + 1245.0999755859375, + 1238.4000244140625, + 1240.0, + 1256.0, + 1243.0, + 1238.0999755859375, + 1233.0999755859375, + 1232.0999755859375, + 1191.5, + 1179.800048828125, + 1158.800048828125, + 1156.699951171875, + 1143.5999755859375, + 1148.300048828125, + 1146.699951171875, + 1134.800048828125, + 1154.5, + 1158.0, + 1189.5999755859375, + 1176.199951171875, + 1195.4000244140625, + 1194.800048828125, + 1200.5, + 1218.199951171875, + 1256.0999755859375, + 1257.199951171875, + 1276.0999755859375, + 1277.199951171875, + 1279.5999755859375, + 1316.0, + 1289.4000244140625, + 1305.5999755859375, + 1325.5999755859375, + 1298.0999755859375, + 1304.0, + 1287.0999755859375, + 1310.800048828125, + 1306.0999755859375, + 1287.199951171875, + 1272.5999755859375, + 1297.699951171875, + 1283.9000244140625, + 1278.800048828125, + 1262.199951171875, + 1290.699951171875, + 1276.5999755859375, + 1291.300048828125, + 1301.0999755859375, + 1322.5999755859375, + 1303.0999755859375, + 1326.300048828125, + 1333.0999755859375, + 1332.5999755859375, + 1298.300048828125, + 1281.699951171875, + 1348.5999755859375, + 1321.800048828125, + 1304.4000244140625, + 1319.699951171875, + 1280.5999755859375, + 1269.0999755859375, + 1323.300048828125, + 1347.5, + 1320.4000244140625, + 1267.800048828125, + 1282.199951171875 + ], + [ + 165.0, + 195.88235473632812, + 221.1764678955078, + 224.7916717529297, + 233.5, + 239.87013244628906, + 249.3406524658203, + 276.0, + 290.3999938964844, + 305.6000061035156, + 317.29998779296875, + 335.6000061035156, + 353.29998779296875, + 356.8999938964844, + 376.5, + 409.20001220703125, + 417.1000061035156, + 434.79998779296875, + 454.70001220703125, + 464.20001220703125, + 460.6000061035156, + 450.5, + 455.8999938964844, + 462.70001220703125, + 466.8999938964844, + 474.1000061035156, + 480.1000061035156, + 485.79998779296875, + 498.20001220703125, + 501.20001220703125, + 501.79998779296875, + 501.20001220703125, + 511.20001220703125, + 510.8999938964844, + 505.6000061035156, + 505.3999938964844, + 508.1000061035156, + 510.8999938964844, + 509.79998779296875, + 508.70001220703125, + 519.7999877929688, + 518.5, + 531.2999877929688, + 529.4000244140625, + 535.2000122070312, + 545.5999755859375, + 538.9000244140625, + 544.7000122070312, + 534.9000244140625, + 541.7000122070312, + 544.0999755859375, + 539.5, + 544.0999755859375, + 536.7000122070312, + 533.7000122070312, + 534.9000244140625, + 538.2999877929688, + 541.7000122070312, + 544.9000244140625, + 550.7000122070312, + 552.9000244140625, + 552.7000122070312, + 560.4000244140625, + 567.7000122070312, + 572.9000244140625, + 589.2000122070312, + 609.9000244140625, + 616.7999877929688, + 616.7999877929688, + 617.0999755859375, + 612.2999877929688, + 595.0, + 587.0999755859375, + 577.7000122070312, + 576.5, + 581.4000244140625, + 586.5999755859375, + 594.2999877929688, + 589.5, + 594.2999877929688, + 596.2999877929688, + 601.2999877929688, + 590.2000122070312, + 593.0999755859375, + 593.7999877929688, + 596.4000244140625, + 599.2000122070312, + 599.2000122070312, + 612.0, + 613.7999877929688, + 614.5999755859375, + 616.7000122070312, + 610.0, + 603.2999877929688, + 605.5999755859375, + 598.5999755859375, + 591.9000244140625, + 589.2000122070312, + 593.4000244140625, + 590.0, + 589.2999877929688, + 608.7999877929688, + 613.0, + 618.0, + 627.5, + 631.2999877929688, + 615.0, + 617.7999877929688, + 611.2999877929688, + 604.2000122070312, + 606.4000244140625, + 611.2999877929688, + 614.7000122070312, + 614.5, + 619.2000122070312, + 608.5, + 605.9000244140625, + 603.2000122070312, + 607.0, + 612.7000122070312, + 625.9000244140625, + 628.0, + 640.2999877929688, + 645.4000244140625, + 642.5, + 640.0999755859375, + 643.5999755859375, + 644.5, + 640.9000244140625, + 639.0999755859375, + 638.2000122070312, + 635.9000244140625, + 635.0, + 632.2999877929688, + 625.2000122070312, + 621.7000122070312, + 629.5, + 628.7000122070312, + 632.0999755859375, + 632.5999755859375, + 639.7999877929688, + 641.2999877929688, + 638.2999877929688, + 642.7000122070312, + 633.5, + 641.5, + 638.2000122070312, + 635.2999877929688, + 634.0, + 636.5, + 643.9000244140625, + 642.2000122070312, + 641.7000122070312, + 639.9000244140625, + 637.5, + 636.2999877929688, + 626.0999755859375, + 638.2000122070312, + 642.0, + 648.7000122070312, + 653.7999877929688, + 656.5, + 680.0, + 688.0, + 687.0999755859375, + 680.5, + 676.0, + 675.0999755859375, + 655.2999877929688, + 651.7999877929688, + 647.5, + 650.7000122070312, + 657.0999755859375, + 660.9000244140625, + 671.5999755859375, + 677.7999877929688, + 677.5999755859375, + 676.9000244140625, + 676.7999877929688, + 673.9000244140625, + 679.0, + 682.0, + 690.5999755859375, + 688.2999877929688, + 694.0, + 693.0, + 686.0, + 676.9000244140625, + 672.7000122070312, + 680.0999755859375, + 684.4000244140625, + 688.7000122070312, + 691.5, + 697.0, + 697.7000122070312, + 689.2999877929688, + 683.2999877929688, + 691.7000122070312, + 694.2999877929688, + 697.7999877929688, + 695.5999755859375, + 702.9000244140625, + 707.5999755859375, + 703.2000122070312, + 697.5999755859375, + 695.0999755859375, + 694.4000244140625, + 682.2000122070312, + 680.2000122070312, + 683.4000244140625, + 688.2999877929688, + 689.2000122070312, + 687.7000122070312, + 702.5999755859375, + 703.0999755859375, + 705.5999755859375, + 706.4000244140625, + 700.5999755859375, + 701.7999877929688, + 699.2000122070312, + 696.2000122070312, + 697.4000244140625, + 697.0999755859375, + 700.9000244140625, + 706.2000122070312, + 704.2999877929688, + 692.7999877929688, + 689.9000244140625, + 679.5, + 671.5, + 675.9000244140625, + 677.9000244140625, + 682.0, + 688.7000122070312, + 696.0999755859375, + 704.2000122070312, + 718.9000244140625, + 734.5, + 744.0999755859375, + 763.0999755859375, + 773.7999877929688, + 762.9000244140625, + 749.7999877929688, + 788.0999755859375, + 782.7000122070312, + 764.2999877929688, + 770.7000122070312, + 795.0999755859375, + 785.2000122070312, + 781.2999877929688, + 790.0, + 789.0999755859375, + 801.0999755859375, + 797.0999755859375, + 793.7999877929688, + 809.4000244140625, + 837.2000122070312, + 880.0999755859375, + 877.9000244140625, + 926.2000122070312, + 942.0, + 943.5999755859375, + 965.0999755859375, + 970.2999877929688, + 983.2999877929688, + 971.9000244140625, + 978.5, + 987.0, + 1004.5, + 1026.0, + 1028.0999755859375, + 1039.300048828125, + 1052.5, + 1048.9000244140625, + 1053.9000244140625, + 1066.800048828125, + 1092.5999755859375, + 1109.4000244140625, + 1123.300048828125, + 1120.0999755859375, + 1110.199951171875, + 1078.300048828125, + 1078.0999755859375, + 1096.800048828125, + 1114.0999755859375, + 1117.800048828125, + 1154.0999755859375, + 1173.4000244140625, + 1152.5, + 1144.5999755859375, + 1154.4000244140625, + 1162.0, + 1138.5, + 1146.199951171875, + 1133.300048828125, + 1136.800048828125, + 1129.0999755859375, + 1101.4000244140625, + 1095.9000244140625, + 1115.4000244140625, + 1085.199951171875, + 1103.0999755859375, + 1115.9000244140625, + 1141.199951171875, + 1122.800048828125, + 1104.4000244140625, + 1143.9000244140625, + 1139.699951171875, + 1130.5999755859375, + 1129.199951171875, + 1151.9000244140625, + 1159.0999755859375, + 1161.699951171875, + 1164.5, + 1138.699951171875, + 1133.0999755859375, + 1142.5999755859375, + 1168.800048828125, + 1158.9000244140625, + 1148.9000244140625, + 1172.4000244140625, + 1167.199951171875, + 1168.0, + 1168.0999755859375, + 1161.0999755859375, + 1157.699951171875, + 1158.800048828125, + 1172.5, + 1162.5, + 1140.300048828125, + 1141.9000244140625, + 1163.9000244140625, + 1167.5999755859375, + 1158.800048828125, + 1153.5999755859375, + 1171.4000244140625, + 1174.199951171875, + 1184.5999755859375, + 1163.0999755859375, + 1174.199951171875, + 1189.699951171875, + 1198.4000244140625, + 1193.5999755859375, + 1184.199951171875, + 1203.0999755859375, + 1192.0, + 1200.699951171875, + 1179.5999755859375, + 1171.199951171875, + 1181.0999755859375, + 1179.4000244140625, + 1195.699951171875, + 1183.0, + 1199.5999755859375, + 1223.699951171875, + 1198.4000244140625, + 1196.699951171875, + 1189.0, + 1182.0999755859375, + 1183.4000244140625, + 1180.9000244140625, + 1210.5, + 1204.0, + 1227.699951171875, + 1233.199951171875, + 1244.800048828125, + 1213.5, + 1191.4000244140625, + 1194.9000244140625, + 1155.5999755859375, + 1163.4000244140625, + 1145.5999755859375, + 1162.5, + 1165.0999755859375, + 1168.5, + 1195.9000244140625, + 1207.5999755859375, + 1240.0, + 1232.4000244140625, + 1232.9000244140625, + 1230.699951171875, + 1228.4000244140625, + 1232.9000244140625, + 1249.800048828125, + 1236.5999755859375, + 1225.4000244140625, + 1203.5, + 1209.5999755859375, + 1188.9000244140625, + 1138.300048828125, + 1148.199951171875, + 1160.800048828125, + 1188.4000244140625, + 1178.0, + 1173.9000244140625, + 1206.800048828125, + 1197.800048828125, + 1191.5, + 1178.800048828125, + 1186.0999755859375, + 1207.300048828125, + 1227.699951171875, + 1226.0999755859375, + 1218.699951171875, + 1214.699951171875, + 1235.5, + 1240.9000244140625, + 1223.300048828125, + 1226.300048828125, + 1246.800048828125, + 1250.5, + 1262.800048828125, + 1274.800048828125, + 1269.5, + 1271.199951171875, + 1293.0999755859375, + 1285.699951171875, + 1304.0, + 1294.4000244140625, + 1287.800048828125, + 1259.699951171875, + 1258.0999755859375, + 1251.699951171875, + 1219.9000244140625, + 1193.5, + 1160.0, + 1176.5999755859375, + 1164.199951171875, + 1164.800048828125, + 1189.5, + 1205.699951171875, + 1236.5, + 1246.0999755859375, + 1250.800048828125, + 1280.699951171875, + 1290.5, + 1263.800048828125, + 1262.0999755859375, + 1257.0, + 1237.0999755859375, + 1216.0999755859375, + 1195.5, + 1190.9000244140625, + 1194.0, + 1199.800048828125, + 1210.9000244140625, + 1222.199951171875, + 1237.800048828125, + 1247.5999755859375, + 1262.5999755859375, + 1248.4000244140625, + 1236.9000244140625, + 1206.699951171875, + 1200.5999755859375, + 1199.699951171875, + 1176.0999755859375, + 1183.699951171875, + 1183.699951171875, + 1220.300048828125, + 1218.5, + 1222.4000244140625, + 1231.9000244140625, + 1238.0, + 1257.5999755859375, + 1260.9000244140625, + 1264.199951171875, + 1261.699951171875, + 1268.800048828125, + 1256.199951171875, + 1271.5999755859375, + 1281.5, + 1262.300048828125, + 1249.5, + 1258.300048828125, + 1274.300048828125, + 1253.5, + 1248.9000244140625, + 1259.5999755859375, + 1267.300048828125, + 1259.800048828125, + 1239.300048828125, + 1233.9000244140625, + 1234.5, + 1230.699951171875, + 1250.0999755859375, + 1258.800048828125, + 1264.699951171875, + 1286.5, + 1305.0, + 1305.5, + 1292.199951171875, + 1270.5, + 1279.5999755859375, + 1279.5999755859375, + 1292.699951171875, + 1298.300048828125, + 1289.9000244140625, + 1303.300048828125, + 1304.5999755859375, + 1289.800048828125, + 1295.0, + 1296.300048828125, + 1316.300048828125, + 1312.699951171875, + 1312.9000244140625, + 1310.300048828125, + 1279.800048828125, + 1278.300048828125, + 1263.9000244140625, + 1223.9000244140625, + 1227.9000244140625, + 1193.9000244140625, + 1224.9000244140625, + 1227.199951171875, + 1200.9000244140625, + 1189.300048828125, + 1187.800048828125, + 1200.9000244140625, + 1220.4000244140625, + 1201.699951171875, + 1223.699951171875, + 1198.699951171875, + 1214.199951171875, + 1202.699951171875, + 1193.800048828125, + 1217.699951171875, + 1201.199951171875, + 1211.800048828125, + 1214.800048828125, + 1216.199951171875, + 1220.5, + 1240.800048828125, + 1222.4000244140625, + 1200.9000244140625, + 1180.0, + 1185.0999755859375, + 1167.300048828125, + 1171.0999755859375, + 1148.699951171875, + 1145.0999755859375, + 1145.300048828125, + 1155.9000244140625, + 1163.699951171875, + 1144.5, + 1161.9000244140625, + 1130.5999755859375, + 1131.4000244140625, + 1137.0999755859375, + 1104.800048828125, + 1104.699951171875, + 1081.0999755859375, + 1077.5, + 1068.300048828125, + 1062.5, + 1085.4000244140625, + 1081.199951171875, + 1073.5, + 1113.199951171875, + 1114.4000244140625, + 1113.300048828125, + 1126.699951171875, + 1112.800048828125, + 1127.300048828125, + 1103.300048828125, + 1097.699951171875, + 1096.5999755859375, + 1098.0, + 1107.9000244140625, + 1109.699951171875, + 1116.0, + 1111.0999755859375, + 1093.4000244140625, + 1066.300048828125, + 1045.699951171875, + 1046.4000244140625, + 1028.5999755859375, + 1029.800048828125, + 1050.0, + 1045.5999755859375, + 1043.300048828125, + 1029.800048828125, + 1032.9000244140625, + 1040.699951171875, + 1027.300048828125, + 1039.300048828125, + 1077.199951171875, + 1103.9000244140625, + 1083.199951171875, + 1077.199951171875, + 1089.699951171875, + 1110.800048828125, + 1078.4000244140625, + 1089.9000244140625, + 1083.4000244140625, + 1103.199951171875, + 1094.5, + 1073.5999755859375, + 1054.0999755859375, + 1037.199951171875, + 1056.9000244140625, + 1030.4000244140625, + 982.9000244140625, + 987.2000122070312, + 985.5999755859375, + 983.5, + 982.2000122070312, + 974.2000122070312, + 1001.0999755859375, + 1024.4000244140625, + 1044.0, + 1041.9000244140625, + 1036.5, + 1017.7000122070312, + 1020.2000122070312, + 1003.5999755859375, + 1017.2999877929688, + 989.9000244140625, + 966.5999755859375, + 978.7000122070312, + 1006.0, + 1009.7999877929688, + 1021.2999877929688, + 1009.0999755859375, + 1029.800048828125, + 1057.300048828125, + 1056.5999755859375, + 1068.5999755859375, + 1051.0999755859375, + 1020.0999755859375, + 1024.800048828125, + 1011.7999877929688, + 979.5, + 974.7999877929688, + 1002.7000122070312, + 1017.5999755859375, + 1012.7000122070312, + 1039.300048828125, + 1069.199951171875, + 1068.699951171875, + 1047.9000244140625, + 1033.9000244140625, + 1028.699951171875, + 1041.300048828125, + 984.5999755859375, + 1002.0, + 1024.5999755859375, + 1021.5999755859375, + 1030.9000244140625, + 1049.300048828125, + 1046.0, + 1035.699951171875, + 1020.4000244140625, + 1020.5, + 1029.0, + 1023.9000244140625, + 1009.7000122070312, + 1006.7000122070312, + 1014.0, + 1013.5, + 1001.5, + 993.9000244140625, + 1003.2999877929688, + 1003.0999755859375, + 992.0, + 1025.199951171875, + 1039.9000244140625, + 1030.699951171875, + 1068.300048828125, + 1066.800048828125, + 1077.0999755859375, + 1069.0999755859375, + 1072.0, + 1058.5999755859375, + 1070.5999755859375, + 1037.5999755859375, + 1046.199951171875, + 1053.9000244140625, + 1036.300048828125, + 1031.800048828125, + 1039.5, + 1043.5999755859375, + 1029.5999755859375, + 1035.199951171875, + 1042.5999755859375, + 1023.9000244140625, + 1043.0999755859375, + 1044.4000244140625, + 1036.0999755859375, + 1030.0, + 1039.300048828125, + 1042.0999755859375, + 1041.0, + 1042.199951171875, + 1047.800048828125, + 1040.0999755859375, + 1020.9000244140625, + 1026.699951171875, + 1027.5, + 1021.9000244140625, + 1006.0, + 1027.699951171875, + 1033.300048828125, + 1016.5999755859375, + 999.7999877929688, + 992.5999755859375, + 1020.7000122070312, + 1029.699951171875, + 1030.0999755859375, + 1051.199951171875, + 1102.5, + 1111.0, + 1095.5, + 1083.0999755859375, + 1082.0, + 1049.4000244140625, + 1021.2000122070312, + 997.4000244140625, + 996.0, + 994.9000244140625, + 963.4000244140625, + 969.7000122070312, + 994.7000122070312, + 997.0999755859375, + 997.2999877929688, + 1031.0, + 1022.7999877929688, + 1026.5, + 1008.7000122070312, + 1017.2999877929688, + 1006.0999755859375, + 1000.2000122070312, + 999.5, + 1002.0999755859375, + 1027.0, + 1022.2999877929688, + 1030.800048828125, + 1032.699951171875, + 1023.7000122070312, + 1006.7999877929688, + 999.7000122070312, + 1008.7000122070312, + 1041.199951171875, + 1041.800048828125, + 1041.300048828125, + 1033.199951171875, + 1031.800048828125, + 1033.699951171875, + 1008.0, + 986.0999755859375, + 974.5999755859375, + 982.7000122070312, + 1007.4000244140625, + 1014.7000122070312, + 1018.9000244140625, + 1012.4000244140625, + 1003.7000122070312, + 1030.800048828125, + 1026.9000244140625, + 1009.7000122070312, + 1025.699951171875, + 1042.300048828125, + 1042.5999755859375, + 1073.0, + 1057.9000244140625, + 1054.199951171875, + 1059.199951171875, + 1050.0, + 1060.800048828125, + 1054.800048828125, + 1034.199951171875, + 1027.800048828125, + 1054.800048828125, + 1065.800048828125, + 1066.699951171875, + 1043.4000244140625, + 1055.699951171875, + 1059.4000244140625, + 1043.5, + 1034.4000244140625, + 1022.7000122070312, + 991.5999755859375, + 1002.0999755859375, + 1007.4000244140625, + 1004.7999877929688, + 1011.0, + 1015.2000122070312, + 998.7999877929688, + 989.7000122070312, + 983.7000122070312, + 974.2999877929688, + 953.2999877929688, + 937.7999877929688, + 931.2999877929688, + 959.7000122070312, + 952.2000122070312, + 971.0, + 983.7000122070312, + 975.4000244140625, + 989.7999877929688, + 991.7999877929688, + 996.2000122070312, + 976.5999755859375, + 966.9000244140625, + 987.0, + 987.4000244140625, + 984.0999755859375, + 976.2999877929688, + 981.0999755859375, + 983.0999755859375, + 995.0, + 1000.4000244140625, + 1020.2000122070312, + 1014.0, + 1025.5, + 1033.9000244140625, + 994.2000122070312, + 997.4000244140625, + 972.2999877929688, + 974.2000122070312, + 964.7000122070312, + 957.0999755859375, + 958.4000244140625, + 975.5999755859375, + 966.4000244140625, + 964.5, + 954.5999755859375, + 955.5, + 979.7999877929688, + 969.0999755859375, + 949.2999877929688, + 981.0, + 984.0, + 987.9000244140625, + 1000.9000244140625, + 1003.5, + 1012.7999877929688, + 1019.9000244140625, + 1031.199951171875, + 1035.5, + 1051.0999755859375, + 1035.300048828125, + 1010.2000122070312, + 1014.5999755859375, + 1037.300048828125, + 1004.4000244140625, + 991.0999755859375, + 984.5999755859375, + 989.0999755859375, + 991.7999877929688, + 998.7999877929688, + 981.0, + 995.5, + 998.0, + 988.0999755859375, + 995.5, + 996.0999755859375, + 1013.2999877929688, + 1041.300048828125, + 1048.699951171875, + 1044.9000244140625, + 1070.5, + 1064.5999755859375, + 1072.800048828125, + 1040.9000244140625, + 1014.2999877929688, + 1013.0999755859375, + 1013.0, + 995.7999877929688, + 995.0999755859375, + 989.7999877929688, + 968.5, + 976.5, + 963.7999877929688, + 961.0999755859375, + 965.2000122070312, + 997.4000244140625, + 1004.5, + 1018.4000244140625, + 1018.4000244140625, + 1044.699951171875, + 1055.4000244140625, + 1050.0, + 1040.300048828125, + 1028.300048828125, + 1020.7000122070312, + 1010.0, + 985.2999877929688, + 980.7000122070312, + 958.5, + 966.9000244140625, + 977.4000244140625, + 982.9000244140625, + 994.5, + 999.2999877929688, + 1008.4000244140625, + 1015.7000122070312, + 1027.0, + 1024.699951171875, + 1041.0, + 1048.699951171875, + 1040.4000244140625, + 1074.699951171875, + 1058.300048828125, + 1014.4000244140625, + 1013.2000122070312, + 991.9000244140625, + 988.7000122070312, + 984.0, + 973.0999755859375, + 972.4000244140625, + 992.2999877929688, + 979.5999755859375, + 983.5, + 974.7999877929688, + 988.7000122070312, + 987.0999755859375, + 1000.0, + 1017.4000244140625, + 1054.5999755859375, + 1061.0, + 1058.4000244140625, + 1076.5, + 1082.199951171875, + 1086.5999755859375, + 1072.0, + 1041.800048828125, + 1063.5, + 1057.4000244140625, + 1061.699951171875, + 1057.0999755859375, + 1041.800048828125, + 1063.0, + 1065.800048828125, + 1071.199951171875, + 1065.9000244140625, + 1063.699951171875, + 1050.4000244140625, + 1063.9000244140625, + 1044.9000244140625, + 1022.0999755859375, + 1042.699951171875, + 1047.699951171875, + 1067.800048828125, + 1065.0, + 1048.300048828125, + 1023.0999755859375, + 1015.5, + 983.2999877929688, + 990.5, + 996.7000122070312, + 1009.2000122070312, + 1032.5999755859375, + 1059.0999755859375, + 1058.0, + 1062.0, + 1051.0, + 1029.300048828125, + 1037.800048828125, + 1026.4000244140625, + 1025.699951171875, + 1023.5999755859375, + 1029.300048828125, + 1029.5, + 1023.7000122070312, + 1017.7999877929688, + 1012.5, + 1017.2999877929688, + 1018.2999877929688, + 1022.5999755859375, + 1006.0, + 1016.4000244140625, + 1027.5, + 1025.800048828125, + 1020.4000244140625, + 1029.800048828125, + 1014.0, + 1001.9000244140625, + 994.0, + 992.7999877929688, + 1001.2999877929688, + 994.5999755859375, + 994.7000122070312, + 1011.5, + 1016.9000244140625, + 1019.4000244140625, + 1013.4000244140625, + 1014.5, + 1011.7000122070312, + 1007.0999755859375, + 1013.0, + 1030.5, + 1038.9000244140625, + 1046.0999755859375, + 1051.300048828125, + 1066.199951171875, + 1076.199951171875, + 1094.0, + 1083.0, + 1106.800048828125, + 1111.5 + ] + ], + "strengths": [ + [ + 16.166671752929688, + 41.34210205078125, + 54.77777099609375, + 64.70001220703125, + 87.15625, + 95.00631713867188, + 102.7608642578125, + 115.70001220703125, + 128.20001220703125, + 156.39999389648438, + 162.60000610351562, + 183.39999389648438, + 199.70001220703125, + 217.89999389648438, + 225.70001220703125, + 236.39999389648438, + 231.20001220703125, + 235.29998779296875, + 245.70001220703125, + 274.20001220703125, + 301.20001220703125, + 322.5999755859375, + 329.0999755859375, + 332.4000244140625, + 306.70001220703125, + 295.0, + 272.3999938964844, + 295.79998779296875, + 308.5, + 306.20001220703125, + 329.79998779296875, + 338.0999755859375, + 335.0, + 326.20001220703125, + 318.79998779296875, + 297.5, + 298.1000061035156, + 281.3999938964844, + 281.1000061035156, + 284.29998779296875, + 279.0, + 270.29998779296875, + 251.20001220703125, + 245.10000610351562, + 229.10000610351562, + 226.70001220703125, + 218.60000610351562, + 227.5, + 233.89999389648438, + 248.89999389648438, + 268.20001220703125, + 285.20001220703125, + 286.70001220703125, + 297.0, + 302.6000061035156, + 313.5, + 323.29998779296875, + 321.9000244140625, + 322.20001220703125, + 316.3999938964844, + 321.9000244140625, + 317.9000244140625, + 320.5999755859375, + 321.20001220703125, + 323.4000244140625, + 347.9000244140625, + 352.79998779296875, + 355.29998779296875, + 353.79998779296875, + 356.79998779296875, + 356.0, + 342.4000244140625, + 336.5999755859375, + 332.5, + 332.4000244140625, + 325.29998779296875, + 328.0, + 333.70001220703125, + 339.0, + 345.70001220703125, + 347.0, + 355.0, + 355.29998779296875, + 352.0999755859375, + 350.5999755859375, + 345.5, + 336.79998779296875, + 337.5, + 329.0, + 327.20001220703125, + 337.5999755859375, + 351.70001220703125, + 351.79998779296875, + 354.0999755859375, + 363.0, + 350.70001220703125, + 324.9000244140625, + 306.29998779296875, + 285.20001220703125, + 268.29998779296875, + 263.6000061035156, + 276.29998779296875, + 276.1000061035156, + 279.8999938964844, + 290.1000061035156, + 300.29998779296875, + 313.1000061035156, + 336.79998779296875, + 366.29998779296875, + 377.29998779296875, + 376.0999755859375, + 380.4000244140625, + 363.29998779296875, + 353.0, + 361.0, + 366.79998779296875, + 367.29998779296875, + 384.5, + 409.70001220703125, + 417.0, + 428.5999755859375, + 464.20001220703125, + 468.0, + 459.79998779296875, + 477.5, + 476.20001220703125, + 465.0999755859375, + 453.29998779296875, + 457.20001220703125, + 454.0999755859375, + 452.5, + 479.5, + 473.79998779296875, + 483.0, + 488.0, + 501.0999755859375, + 499.5999755859375, + 492.29998779296875, + 489.29998779296875, + 498.0999755859375, + 530.5999755859375, + 551.2000122070312, + 559.0999755859375, + 593.2999877929688, + 617.5, + 591.2000122070312, + 606.9000244140625, + 588.5999755859375, + 616.7999877929688, + 611.2000122070312, + 625.4000244140625, + 635.4000244140625, + 627.5999755859375, + 644.2000122070312, + 636.2999877929688, + 637.7999877929688, + 635.9000244140625, + 647.7000122070312, + 661.7999877929688, + 679.7000122070312, + 662.9000244140625, + 675.7999877929688, + 689.7000122070312, + 699.5, + 696.4000244140625, + 712.7000122070312, + 732.4000244140625, + 712.2999877929688, + 692.7999877929688, + 703.7000122070312, + 698.5999755859375, + 694.9000244140625, + 698.7999877929688, + 681.9000244140625, + 712.9000244140625, + 723.4000244140625, + 750.4000244140625, + 771.7000122070312, + 825.9000244140625, + 813.0999755859375, + 762.5, + 732.2999877929688, + 668.7999877929688, + 618.5999755859375, + 549.7999877929688, + 571.5999755859375, + 624.2999877929688, + 661.0, + 721.5, + 732.5999755859375, + 741.5, + 757.7000122070312, + 738.2999877929688, + 725.9000244140625, + 727.2999877929688, + 728.7999877929688, + 735.4000244140625, + 745.7000122070312, + 767.5999755859375, + 765.2000122070312, + 796.4000244140625, + 775.9000244140625, + 726.4000244140625, + 733.4000244140625, + 701.5, + 710.5, + 725.0999755859375, + 713.9000244140625, + 711.0999755859375, + 749.4000244140625, + 759.7000122070312, + 751.7000122070312, + 763.4000244140625, + 726.7999877929688, + 745.0999755859375, + 739.7000122070312, + 699.2000122070312, + 767.0, + 764.7999877929688, + 749.7000122070312, + 768.0, + 786.5999755859375, + 833.300048828125, + 901.699951171875, + 891.0999755859375, + 920.9000244140625, + 944.5999755859375, + 993.699951171875, + 1014.0, + 971.199951171875, + 932.5999755859375, + 985.800048828125, + 1001.0, + 988.0, + 942.4000244140625, + 945.5, + 952.199951171875, + 963.0999755859375, + 919.699951171875, + 877.9000244140625, + 869.199951171875, + 915.5999755859375, + 936.0, + 927.9000244140625, + 934.800048828125, + 972.5, + 1004.0, + 1011.800048828125, + 1008.0, + 1010.699951171875, + 1041.800048828125, + 1068.9000244140625, + 1042.699951171875, + 1034.699951171875, + 1025.4000244140625, + 1003.5999755859375, + 982.4000244140625, + 959.699951171875, + 942.4000244140625, + 935.4000244140625, + 941.9000244140625, + 964.5, + 1022.300048828125, + 1033.9000244140625, + 1017.800048828125, + 1076.0, + 1079.0999755859375, + 1072.5999755859375, + 1058.800048828125, + 1026.300048828125, + 1036.4000244140625, + 1028.4000244140625, + 1035.300048828125, + 987.9000244140625, + 988.699951171875, + 1010.5, + 1042.5999755859375, + 1038.9000244140625, + 1062.699951171875, + 1093.5, + 1083.5, + 1114.5, + 1121.800048828125, + 1106.9000244140625, + 1057.9000244140625, + 1036.4000244140625, + 1049.300048828125, + 1038.4000244140625, + 1003.0999755859375, + 984.0999755859375, + 1002.5, + 974.5, + 963.5999755859375, + 986.699951171875, + 924.199951171875, + 892.4000244140625, + 929.9000244140625, + 934.4000244140625, + 938.0, + 964.300048828125, + 994.5999755859375, + 999.0999755859375, + 1014.4000244140625, + 1017.0999755859375, + 988.5999755859375, + 956.4000244140625, + 946.5999755859375, + 917.0, + 909.9000244140625, + 950.4000244140625, + 977.5999755859375, + 1037.9000244140625, + 1049.199951171875, + 1047.0, + 1043.4000244140625, + 1056.0999755859375, + 1034.4000244140625, + 1027.199951171875, + 1064.4000244140625, + 1006.699951171875, + 1000.4000244140625, + 1036.5999755859375, + 1077.5, + 1098.0999755859375, + 1128.800048828125, + 1078.9000244140625, + 1090.300048828125, + 1133.5, + 1157.0999755859375, + 1165.0, + 1207.0, + 1189.0, + 1214.300048828125, + 1254.0999755859375, + 1248.199951171875, + 1207.4000244140625, + 1174.699951171875, + 1130.699951171875, + 1093.0, + 1028.4000244140625, + 996.300048828125, + 986.0999755859375, + 965.5999755859375, + 969.199951171875, + 1032.4000244140625, + 1021.800048828125, + 1046.5999755859375, + 1088.699951171875, + 1142.4000244140625, + 1162.699951171875, + 1219.699951171875, + 1234.199951171875, + 1190.0, + 1228.800048828125, + 1216.199951171875, + 1196.699951171875, + 1165.9000244140625, + 1176.5999755859375, + 1192.5, + 1186.699951171875, + 1197.9000244140625, + 1171.199951171875, + 1181.300048828125, + 1178.9000244140625, + 1172.4000244140625, + 1111.4000244140625, + 1050.9000244140625, + 1059.5, + 1093.0, + 1087.699951171875, + 1109.0, + 1077.0, + 1071.699951171875, + 1068.5, + 1070.5999755859375, + 1046.199951171875, + 1021.0, + 1019.800048828125, + 1031.5999755859375, + 1014.9000244140625, + 1055.0, + 1057.4000244140625, + 1070.4000244140625, + 1070.4000244140625, + 1082.699951171875, + 1056.0999755859375, + 1100.4000244140625, + 1120.0999755859375, + 1077.800048828125, + 1051.5999755859375, + 1089.0, + 1154.9000244140625, + 1181.9000244140625, + 1214.0999755859375, + 1214.4000244140625, + 1245.0, + 1238.5, + 1232.699951171875, + 1172.699951171875, + 1174.800048828125, + 1116.9000244140625, + 1117.199951171875, + 1113.300048828125, + 1151.4000244140625, + 1199.5, + 1188.300048828125, + 1233.800048828125, + 1233.5999755859375, + 1222.4000244140625, + 1274.0, + 1254.4000244140625, + 1264.0, + 1217.199951171875, + 1193.699951171875, + 1207.5999755859375, + 1183.800048828125, + 1159.699951171875, + 1115.9000244140625, + 1132.300048828125, + 1154.800048828125, + 1195.5, + 1183.5, + 1138.5999755859375, + 1133.4000244140625, + 1173.300048828125, + 1180.300048828125, + 1131.5999755859375, + 1133.0999755859375, + 1098.0999755859375, + 1079.5, + 1176.699951171875, + 1166.0, + 1148.0999755859375, + 1085.5, + 1141.4000244140625, + 1123.0999755859375, + 1116.4000244140625, + 1101.9000244140625, + 1044.0999755859375, + 1076.5999755859375, + 1087.0999755859375, + 1083.300048828125, + 1060.5999755859375, + 1093.5, + 1124.300048828125, + 1095.0, + 1138.0999755859375, + 1121.9000244140625, + 1110.0999755859375, + 1131.5999755859375, + 1119.5, + 1119.5, + 1078.9000244140625, + 1083.199951171875, + 1100.300048828125, + 1144.4000244140625, + 1158.800048828125, + 1158.300048828125, + 1139.699951171875, + 1161.4000244140625, + 1177.5, + 1200.800048828125, + 1185.0999755859375, + 1176.5, + 1163.0, + 1143.300048828125, + 1172.5999755859375, + 1180.5, + 1132.300048828125, + 1139.699951171875, + 1169.0, + 1138.199951171875, + 1165.0, + 1181.699951171875, + 1162.300048828125, + 1172.800048828125, + 1207.0, + 1173.5999755859375, + 1136.9000244140625, + 1136.5, + 1143.0999755859375, + 1166.5999755859375, + 1181.800048828125, + 1178.9000244140625, + 1203.0, + 1186.199951171875, + 1178.800048828125, + 1227.5, + 1233.300048828125, + 1207.800048828125, + 1201.0999755859375, + 1222.0, + 1240.800048828125, + 1259.300048828125, + 1252.0, + 1207.4000244140625, + 1187.0, + 1201.300048828125, + 1195.4000244140625, + 1181.5999755859375, + 1162.5999755859375, + 1147.699951171875, + 1134.699951171875, + 1181.4000244140625, + 1197.4000244140625, + 1204.4000244140625, + 1195.5, + 1205.0, + 1202.199951171875, + 1210.0999755859375, + 1238.0, + 1292.0999755859375, + 1263.9000244140625, + 1260.699951171875, + 1252.9000244140625, + 1280.4000244140625, + 1311.9000244140625, + 1324.5, + 1314.0, + 1284.199951171875, + 1296.199951171875, + 1295.0, + 1319.0, + 1299.300048828125, + 1288.199951171875, + 1330.199951171875, + 1323.300048828125, + 1279.0999755859375, + 1281.9000244140625, + 1285.5999755859375, + 1277.300048828125, + 1295.0999755859375, + 1292.0, + 1251.5999755859375, + 1260.0999755859375, + 1260.4000244140625, + 1288.699951171875, + 1305.0, + 1304.5, + 1272.0999755859375, + 1252.199951171875, + 1251.699951171875, + 1273.199951171875, + 1231.800048828125, + 1240.300048828125, + 1204.300048828125, + 1190.800048828125, + 1192.699951171875, + 1190.5999755859375, + 1189.0999755859375, + 1147.199951171875, + 1196.800048828125, + 1210.5999755859375, + 1254.199951171875, + 1263.699951171875, + 1254.199951171875, + 1304.0999755859375, + 1304.300048828125, + 1305.9000244140625, + 1299.0, + 1318.4000244140625, + 1280.5999755859375, + 1289.5999755859375, + 1330.9000244140625, + 1359.5, + 1316.4000244140625, + 1309.0, + 1330.9000244140625, + 1340.9000244140625, + 1333.699951171875, + 1331.800048828125, + 1332.0999755859375, + 1308.0, + 1274.5, + 1270.5999755859375, + 1252.0999755859375, + 1239.0, + 1214.199951171875, + 1226.0999755859375, + 1280.5, + 1272.199951171875, + 1258.800048828125, + 1261.199951171875, + 1264.699951171875, + 1267.5, + 1249.0999755859375, + 1259.9000244140625, + 1224.699951171875, + 1211.5, + 1207.9000244140625, + 1265.4000244140625, + 1281.699951171875, + 1264.0, + 1265.0, + 1243.699951171875, + 1229.300048828125, + 1217.5999755859375, + 1203.199951171875, + 1200.4000244140625, + 1175.199951171875, + 1158.5999755859375, + 1164.9000244140625, + 1222.9000244140625, + 1237.5999755859375, + 1250.0, + 1262.0999755859375, + 1252.199951171875, + 1281.300048828125, + 1285.0999755859375, + 1287.800048828125, + 1253.300048828125, + 1241.800048828125, + 1246.699951171875, + 1229.5999755859375, + 1240.5999755859375, + 1201.300048828125, + 1205.300048828125, + 1205.199951171875, + 1221.300048828125, + 1203.0999755859375, + 1204.199951171875, + 1189.9000244140625, + 1168.800048828125, + 1161.5999755859375, + 1145.800048828125, + 1149.0, + 1170.800048828125, + 1161.800048828125, + 1187.199951171875, + 1193.0999755859375, + 1201.300048828125, + 1222.0, + 1251.699951171875, + 1308.4000244140625, + 1306.0, + 1331.0, + 1276.0, + 1265.9000244140625, + 1266.5, + 1298.4000244140625, + 1328.5, + 1336.5999755859375, + 1312.699951171875, + 1307.199951171875, + 1308.800048828125, + 1324.5, + 1340.699951171875, + 1392.4000244140625, + 1357.5999755859375, + 1356.0, + 1316.5, + 1324.300048828125, + 1343.699951171875, + 1314.5999755859375, + 1305.5999755859375, + 1309.0999755859375, + 1336.0999755859375, + 1322.5999755859375, + 1309.0, + 1327.4000244140625, + 1277.0, + 1338.5, + 1384.5999755859375, + 1394.9000244140625, + 1411.300048828125, + 1391.5, + 1406.4000244140625, + 1413.0999755859375, + 1398.199951171875, + 1335.9000244140625, + 1314.800048828125, + 1264.5, + 1229.800048828125, + 1203.199951171875, + 1200.699951171875, + 1191.699951171875, + 1197.5, + 1237.300048828125, + 1213.9000244140625, + 1231.699951171875, + 1214.4000244140625, + 1225.9000244140625, + 1187.9000244140625, + 1212.0999755859375, + 1225.699951171875, + 1184.699951171875, + 1242.0999755859375, + 1216.4000244140625, + 1210.300048828125, + 1242.5, + 1257.199951171875, + 1238.0999755859375, + 1217.4000244140625, + 1237.300048828125, + 1189.0, + 1197.300048828125, + 1218.9000244140625, + 1266.5999755859375, + 1260.300048828125, + 1276.4000244140625, + 1310.0999755859375, + 1315.5999755859375, + 1309.5999755859375, + 1310.0, + 1312.0999755859375, + 1301.0, + 1264.699951171875, + 1231.4000244140625, + 1241.5, + 1202.199951171875, + 1183.199951171875, + 1181.699951171875, + 1181.300048828125, + 1174.199951171875, + 1178.0, + 1178.0, + 1183.9000244140625, + 1207.5999755859375, + 1207.699951171875, + 1247.9000244140625, + 1254.9000244140625, + 1249.199951171875, + 1262.0, + 1254.5999755859375, + 1260.0999755859375, + 1227.5999755859375, + 1240.199951171875, + 1257.800048828125, + 1253.9000244140625, + 1255.0999755859375, + 1242.0999755859375, + 1251.9000244140625, + 1249.699951171875, + 1265.800048828125, + 1260.0, + 1252.9000244140625, + 1252.5999755859375, + 1257.199951171875, + 1274.699951171875, + 1304.699951171875, + 1331.0999755859375, + 1331.300048828125, + 1320.800048828125, + 1290.800048828125, + 1285.800048828125, + 1270.300048828125, + 1250.0, + 1262.699951171875, + 1212.0, + 1212.699951171875, + 1191.199951171875, + 1185.300048828125, + 1200.0999755859375, + 1207.300048828125, + 1221.800048828125, + 1186.199951171875, + 1248.5999755859375, + 1251.0, + 1245.5, + 1235.0999755859375, + 1209.199951171875, + 1207.4000244140625, + 1192.5999755859375, + 1180.0, + 1145.0999755859375, + 1163.5, + 1175.699951171875, + 1198.5999755859375, + 1233.0999755859375, + 1249.0, + 1258.5999755859375, + 1258.0, + 1262.199951171875, + 1291.699951171875, + 1273.4000244140625, + 1281.0, + 1248.9000244140625, + 1277.5999755859375, + 1297.699951171875, + 1304.5999755859375, + 1295.300048828125, + 1238.9000244140625, + 1247.5, + 1254.4000244140625, + 1237.300048828125, + 1204.4000244140625, + 1205.0999755859375, + 1208.5999755859375, + 1180.199951171875, + 1198.5999755859375, + 1206.4000244140625, + 1166.300048828125, + 1171.0, + 1179.0999755859375, + 1180.9000244140625, + 1188.0, + 1242.0999755859375, + 1270.699951171875, + 1286.9000244140625, + 1345.0999755859375, + 1328.5999755859375, + 1337.5999755859375, + 1315.5999755859375, + 1301.9000244140625, + 1269.199951171875, + 1265.0, + 1255.800048828125, + 1223.9000244140625, + 1225.4000244140625, + 1247.5999755859375, + 1274.300048828125, + 1301.300048828125, + 1327.4000244140625, + 1302.5999755859375, + 1309.9000244140625, + 1304.9000244140625, + 1327.9000244140625, + 1334.699951171875, + 1324.5, + 1304.5999755859375, + 1302.699951171875, + 1300.300048828125, + 1301.699951171875, + 1294.5, + 1294.0999755859375, + 1291.9000244140625, + 1266.5, + 1269.4000244140625, + 1287.5, + 1288.300048828125, + 1301.0999755859375, + 1307.0, + 1278.300048828125, + 1294.0999755859375, + 1304.5, + 1311.0, + 1289.300048828125, + 1305.4000244140625, + 1305.9000244140625, + 1276.9000244140625, + 1313.5, + 1318.5, + 1328.4000244140625, + 1321.5, + 1318.800048828125, + 1316.699951171875, + 1334.300048828125, + 1354.5, + 1360.699951171875, + 1359.5999755859375, + 1340.9000244140625, + 1341.0, + 1323.9000244140625, + 1325.699951171875, + 1310.9000244140625, + 1286.5, + 1320.9000244140625, + 1364.9000244140625, + 1380.9000244140625, + 1415.4000244140625, + 1428.0999755859375, + 1444.9000244140625, + 1488.199951171875, + 1446.5, + 1424.4000244140625, + 1413.300048828125, + 1373.4000244140625, + 1326.699951171875, + 1362.5999755859375, + 1363.5, + 1330.0999755859375, + 1317.300048828125, + 1333.0999755859375, + 1344.0999755859375, + 1353.800048828125, + 1356.300048828125, + 1359.800048828125, + 1277.0999755859375, + 1253.4000244140625, + 1313.0999755859375, + 1318.5, + 1355.300048828125, + 1344.199951171875, + 1337.5, + 1376.4000244140625, + 1387.4000244140625, + 1398.699951171875, + 1339.4000244140625, + 1347.199951171875, + 1312.5, + 1326.199951171875, + 1292.5999755859375, + 1258.5999755859375, + 1288.5, + 1277.199951171875, + 1278.4000244140625, + 1285.5999755859375, + 1289.4000244140625, + 1321.300048828125, + 1313.199951171875, + 1347.5, + 1306.699951171875, + 1320.4000244140625, + 1341.5, + 1334.5, + 1312.4000244140625, + 1278.9000244140625, + 1288.199951171875, + 1298.800048828125, + 1315.300048828125, + 1338.0, + 1309.9000244140625, + 1319.800048828125, + 1361.199951171875, + 1393.300048828125, + 1383.800048828125, + 1374.800048828125, + 1356.0999755859375, + 1363.0, + 1368.4000244140625, + 1340.4000244140625, + 1311.0, + 1317.0, + 1337.0, + 1369.199951171875, + 1403.9000244140625, + 1403.300048828125, + 1381.699951171875, + 1394.199951171875, + 1416.0999755859375, + 1431.0999755859375, + 1412.4000244140625, + 1429.4000244140625, + 1379.199951171875, + 1366.699951171875, + 1378.300048828125, + 1404.4000244140625, + 1413.699951171875, + 1412.9000244140625, + 1426.300048828125, + 1442.300048828125, + 1403.0, + 1420.4000244140625, + 1387.0999755859375, + 1397.9000244140625, + 1348.5, + 1346.699951171875, + 1337.699951171875, + 1349.4000244140625, + 1331.199951171875, + 1347.5999755859375, + 1331.699951171875, + 1342.9000244140625, + 1318.199951171875, + 1325.4000244140625, + 1330.800048828125, + 1325.5999755859375, + 1331.300048828125, + 1331.300048828125, + 1369.4000244140625, + 1360.5, + 1360.800048828125, + 1337.5, + 1332.0, + 1298.5999755859375, + 1305.5999755859375, + 1294.0, + 1304.199951171875, + 1297.4000244140625, + 1290.800048828125, + 1344.9000244140625, + 1387.9000244140625, + 1385.699951171875, + 1417.5999755859375, + 1431.800048828125, + 1428.800048828125, + 1393.0999755859375, + 1395.800048828125, + 1371.199951171875, + 1331.4000244140625, + 1289.9000244140625, + 1293.800048828125, + 1279.300048828125, + 1293.699951171875, + 1324.5, + 1325.5, + 1318.4000244140625, + 1318.699951171875, + 1350.5999755859375, + 1342.9000244140625, + 1353.0, + 1320.9000244140625, + 1308.5, + 1322.9000244140625, + 1283.0999755859375, + 1282.0999755859375, + 1285.4000244140625, + 1297.5999755859375, + 1319.699951171875, + 1318.4000244140625 + ], + [ + -44.07142639160156, + -17.880950927734375, + 10.382354736328125, + 30.214279174804688, + 42.03846740722656, + 52.0, + 75.8636474609375, + 110.0, + 131.20001220703125, + 168.70001220703125, + 180.0, + 194.79998779296875, + 214.29998779296875, + 209.89999389648438, + 206.0, + 244.29998779296875, + 239.10000610351562, + 256.70001220703125, + 259.79998779296875, + 280.6000061035156, + 280.70001220703125, + 259.79998779296875, + 254.79998779296875, + 246.60000610351562, + 242.10000610351562, + 261.5, + 276.79998779296875, + 278.20001220703125, + 298.79998779296875, + 322.4000244140625, + 334.5, + 345.0999755859375, + 308.29998779296875, + 315.3999938964844, + 323.20001220703125, + 308.70001220703125, + 306.0, + 308.5, + 307.6000061035156, + 338.5, + 330.20001220703125, + 374.5999755859375, + 391.20001220703125, + 392.4000244140625, + 426.9000244140625, + 436.9000244140625, + 472.29998779296875, + 434.5999755859375, + 467.5999755859375, + 486.9000244140625, + 486.5, + 462.9000244140625, + 427.0999755859375, + 437.70001220703125, + 426.5999755859375, + 415.29998779296875, + 418.0, + 434.0999755859375, + 454.20001220703125, + 450.5999755859375, + 455.79998779296875, + 438.20001220703125, + 425.5, + 401.0, + 395.70001220703125, + 384.20001220703125, + 386.70001220703125, + 384.5, + 391.29998779296875, + 395.4000244140625, + 391.79998779296875, + 395.5, + 408.5999755859375, + 419.79998779296875, + 435.4000244140625, + 443.29998779296875, + 442.20001220703125, + 448.20001220703125, + 447.0999755859375, + 452.29998779296875, + 462.20001220703125, + 463.70001220703125, + 452.70001220703125, + 458.0999755859375, + 463.4000244140625, + 472.0999755859375, + 470.70001220703125, + 478.79998779296875, + 484.0, + 474.20001220703125, + 464.4000244140625, + 462.0, + 460.0999755859375, + 466.5, + 472.0999755859375, + 476.5, + 464.20001220703125, + 476.5999755859375, + 483.0999755859375, + 483.20001220703125, + 487.70001220703125, + 496.29998779296875, + 497.4000244140625, + 495.4000244140625, + 489.9000244140625, + 491.9000244140625, + 493.79998779296875, + 493.5, + 495.9000244140625, + 491.0999755859375, + 499.5, + 501.9000244140625, + 503.0, + 498.9000244140625, + 510.20001220703125, + 507.70001220703125, + 518.5999755859375, + 517.7999877929688, + 530.5, + 524.5, + 522.0999755859375, + 512.5, + 513.9000244140625, + 508.20001220703125, + 515.5999755859375, + 532.0, + 533.2999877929688, + 540.7999877929688, + 545.7999877929688, + 549.7999877929688, + 543.5999755859375, + 537.2000122070312, + 539.0999755859375, + 543.5999755859375, + 554.0, + 549.2999877929688, + 551.2000122070312, + 549.0999755859375, + 548.5, + 554.7000122070312, + 547.7000122070312, + 548.7999877929688, + 548.5999755859375, + 552.2999877929688, + 548.0, + 548.5999755859375, + 556.0, + 554.7999877929688, + 560.7999877929688, + 556.7000122070312, + 555.7999877929688, + 558.0, + 552.2000122070312, + 557.7000122070312, + 554.7999877929688, + 557.5999755859375, + 576.2000122070312, + 578.9000244140625, + 589.7000122070312, + 590.4000244140625, + 592.7999877929688, + 607.0, + 586.7000122070312, + 585.7000122070312, + 577.2000122070312, + 573.7999877929688, + 569.5999755859375, + 557.0999755859375, + 550.5999755859375, + 548.7999877929688, + 548.2000122070312, + 541.0999755859375, + 549.0999755859375, + 552.2000122070312, + 571.7000122070312, + 570.2000122070312, + 570.5999755859375, + 573.7000122070312, + 569.0999755859375, + 560.7999877929688, + 534.7999877929688, + 557.0, + 579.2000122070312, + 579.7000122070312, + 589.2999877929688, + 595.5, + 600.0999755859375, + 598.2000122070312, + 581.9000244140625, + 577.9000244140625, + 589.2999877929688, + 598.4000244140625, + 598.7000122070312, + 603.5999755859375, + 592.9000244140625, + 606.5, + 577.4000244140625, + 574.9000244140625, + 574.0999755859375, + 568.7000122070312, + 561.7999877929688, + 566.9000244140625, + 588.7999877929688, + 582.9000244140625, + 591.7000122070312, + 609.9000244140625, + 595.5999755859375, + 592.2999877929688, + 588.7999877929688, + 596.7000122070312, + 595.0999755859375, + 592.9000244140625, + 594.0999755859375, + 614.7000122070312, + 611.9000244140625, + 616.7999877929688, + 622.9000244140625, + 631.7000122070312, + 622.4000244140625, + 620.2999877929688, + 606.5, + 601.5, + 623.5999755859375, + 613.5999755859375, + 629.0999755859375, + 626.0999755859375, + 629.4000244140625, + 617.7999877929688, + 601.0999755859375, + 587.5, + 588.0999755859375, + 591.2000122070312, + 607.2000122070312, + 608.2000122070312, + 637.2999877929688, + 626.9000244140625, + 645.5, + 649.5999755859375, + 645.0999755859375, + 626.5, + 598.9000244140625, + 606.2000122070312, + 610.9000244140625, + 609.7999877929688, + 626.0999755859375, + 624.7999877929688, + 626.7999877929688, + 635.5, + 617.5999755859375, + 616.5, + 603.2999877929688, + 599.2000122070312, + 593.0999755859375, + 591.0, + 580.4000244140625, + 574.7999877929688, + 598.0999755859375, + 594.5, + 611.7000122070312, + 615.7000122070312, + 630.0999755859375, + 633.0, + 637.5999755859375, + 644.7999877929688, + 651.0999755859375, + 651.4000244140625, + 657.0, + 656.5, + 653.2999877929688, + 653.0999755859375, + 654.9000244140625, + 648.7000122070312, + 640.7000122070312, + 631.2000122070312, + 628.0, + 635.5999755859375, + 626.5, + 614.2999877929688, + 609.0, + 631.2000122070312, + 632.5, + 626.2000122070312, + 610.7000122070312, + 642.0, + 692.0, + 675.2999877929688, + 682.5999755859375, + 688.2000122070312, + 685.5, + 662.2999877929688, + 621.2000122070312, + 633.0999755859375, + 631.7999877929688, + 634.4000244140625, + 644.7000122070312, + 640.2999877929688, + 660.9000244140625, + 667.2999877929688, + 663.9000244140625, + 661.2999877929688, + 673.0999755859375, + 667.0999755859375, + 665.7000122070312, + 625.7000122070312, + 621.7999877929688, + 631.7000122070312, + 615.7999877929688, + 627.9000244140625, + 638.9000244140625, + 646.2999877929688, + 649.9000244140625, + 652.0999755859375, + 646.4000244140625, + 642.7999877929688, + 643.9000244140625, + 648.9000244140625, + 664.0999755859375, + 663.5999755859375, + 672.0999755859375, + 682.5, + 670.7999877929688, + 670.7999877929688, + 651.5, + 639.0999755859375, + 632.0, + 626.5999755859375, + 635.0, + 644.9000244140625, + 627.4000244140625, + 627.2999877929688, + 628.7000122070312, + 656.9000244140625, + 662.7999877929688, + 676.5, + 690.9000244140625, + 699.5999755859375, + 710.7000122070312, + 697.5999755859375, + 685.7999877929688, + 670.2999877929688, + 674.2000122070312, + 667.5999755859375, + 669.0999755859375, + 689.9000244140625, + 698.5, + 712.4000244140625, + 717.7000122070312, + 707.0999755859375, + 752.7000122070312, + 758.0, + 761.9000244140625, + 756.0999755859375, + 766.2999877929688, + 758.5, + 764.7000122070312, + 719.5, + 730.2999877929688, + 723.7000122070312, + 713.5999755859375, + 697.2999877929688, + 712.5999755859375, + 695.5, + 706.0999755859375, + 723.2000122070312, + 722.4000244140625, + 743.0999755859375, + 766.7999877929688, + 773.7000122070312, + 818.7000122070312, + 806.2999877929688, + 785.7999877929688, + 793.0999755859375, + 773.0999755859375, + 764.2999877929688, + 759.7999877929688, + 777.9000244140625, + 744.7000122070312, + 750.5999755859375, + 745.0, + 756.4000244140625, + 745.9000244140625, + 735.5999755859375, + 674.7000122070312, + 690.2000122070312, + 705.7999877929688, + 719.0999755859375, + 729.7999877929688, + 760.0999755859375, + 763.2999877929688, + 797.0, + 791.5999755859375, + 784.7000122070312, + 774.2000122070312, + 761.7000122070312, + 721.7000122070312, + 712.0, + 705.2000122070312, + 705.5, + 713.5999755859375, + 719.5, + 715.2999877929688, + 722.4000244140625, + 730.7000122070312, + 725.4000244140625, + 736.7999877929688, + 736.5, + 709.9000244140625, + 705.7999877929688, + 729.5999755859375, + 711.7000122070312, + 704.7000122070312, + 698.7000122070312, + 698.5999755859375, + 696.0, + 712.0999755859375, + 693.5999755859375, + 704.5, + 732.9000244140625, + 751.2999877929688, + 784.2999877929688, + 804.2000122070312, + 802.5, + 810.9000244140625, + 813.0999755859375, + 818.4000244140625, + 818.5999755859375, + 765.0999755859375, + 771.9000244140625, + 766.7000122070312, + 763.9000244140625, + 750.5, + 760.0, + 782.2999877929688, + 798.7000122070312, + 800.4000244140625, + 805.2999877929688, + 802.7000122070312, + 793.7999877929688, + 790.7999877929688, + 780.9000244140625, + 771.2000122070312, + 761.2000122070312, + 751.7999877929688, + 739.7000122070312, + 763.0, + 752.4000244140625, + 743.5, + 726.7999877929688, + 752.2000122070312, + 744.2999877929688, + 759.2999877929688, + 775.2000122070312, + 800.0, + 789.5, + 804.5999755859375, + 827.7000122070312, + 861.5, + 858.5999755859375, + 822.7999877929688, + 796.2999877929688, + 811.0999755859375, + 837.5, + 796.0999755859375, + 773.0, + 780.0999755859375, + 803.2000122070312, + 812.5, + 813.2000122070312, + 785.7000122070312, + 801.0999755859375, + 809.7000122070312, + 804.0, + 794.7999877929688, + 816.2000122070312, + 808.9000244140625, + 805.2999877929688, + 803.0, + 781.5, + 782.2999877929688, + 794.4000244140625, + 794.0999755859375, + 788.2999877929688, + 803.0, + 817.2999877929688, + 841.199951171875, + 830.199951171875, + 819.4000244140625, + 838.699951171875, + 849.4000244140625, + 861.300048828125, + 851.300048828125, + 858.0, + 858.699951171875, + 877.0, + 856.300048828125, + 868.699951171875, + 877.4000244140625, + 872.800048828125, + 851.300048828125, + 868.0, + 865.5, + 874.800048828125, + 828.5999755859375, + 822.2000122070312, + 808.0, + 815.2000122070312, + 792.0999755859375, + 786.0, + 797.0, + 816.7000122070312, + 807.9000244140625, + 825.5999755859375, + 791.9000244140625, + 785.7999877929688, + 801.4000244140625, + 792.7999877929688, + 755.2000122070312, + 739.0, + 750.9000244140625, + 766.2000122070312, + 767.7000122070312, + 734.7000122070312, + 749.2000122070312, + 752.2000122070312, + 771.5, + 747.9000244140625, + 758.4000244140625, + 781.4000244140625, + 802.0999755859375, + 838.199951171875, + 832.4000244140625, + 860.300048828125, + 858.300048828125, + 904.4000244140625, + 902.0999755859375, + 888.9000244140625, + 894.4000244140625, + 875.800048828125, + 864.300048828125, + 857.0, + 845.0, + 831.699951171875, + 813.7000122070312, + 800.0999755859375, + 776.2000122070312, + 789.0, + 809.7999877929688, + 816.7000122070312, + 831.800048828125, + 865.4000244140625, + 884.9000244140625, + 890.800048828125, + 936.9000244140625, + 951.0, + 978.0999755859375, + 983.300048828125, + 969.5, + 968.699951171875, + 974.0, + 938.0999755859375, + 948.5, + 913.300048828125, + 899.0999755859375, + 882.5999755859375, + 889.199951171875, + 875.699951171875, + 869.699951171875, + 868.9000244140625, + 884.9000244140625, + 898.300048828125, + 869.5, + 909.4000244140625, + 912.0999755859375, + 932.300048828125, + 933.4000244140625, + 926.9000244140625, + 953.0999755859375, + 939.699951171875, + 940.699951171875, + 963.0, + 962.800048828125, + 922.199951171875, + 925.9000244140625, + 925.199951171875, + 923.300048828125, + 898.0999755859375, + 880.5, + 860.5999755859375, + 877.800048828125, + 874.9000244140625, + 893.0999755859375, + 882.9000244140625, + 887.5, + 869.5, + 869.4000244140625, + 875.699951171875, + 859.4000244140625, + 858.5, + 855.5999755859375, + 833.300048828125, + 823.0, + 870.4000244140625, + 862.300048828125, + 836.4000244140625, + 826.4000244140625, + 841.0999755859375, + 849.0999755859375, + 873.800048828125, + 871.9000244140625, + 857.800048828125, + 890.699951171875, + 887.9000244140625, + 894.699951171875, + 904.9000244140625, + 902.4000244140625, + 884.9000244140625, + 878.5, + 860.4000244140625, + 831.699951171875, + 839.0999755859375, + 839.0, + 828.2999877929688, + 816.7999877929688, + 819.5999755859375, + 820.7999877929688, + 814.5, + 824.7000122070312, + 823.9000244140625, + 826.2999877929688, + 832.199951171875, + 832.0, + 824.0999755859375, + 830.800048828125, + 838.0, + 844.0999755859375, + 825.2999877929688, + 846.699951171875, + 833.300048828125, + 842.9000244140625, + 836.300048828125, + 873.800048828125, + 882.4000244140625, + 867.300048828125, + 868.699951171875, + 836.699951171875, + 852.4000244140625, + 830.5, + 847.0, + 837.0999755859375, + 823.7000122070312, + 809.2999877929688, + 824.5999755859375, + 842.4000244140625, + 828.4000244140625, + 839.0, + 819.0999755859375, + 845.0, + 842.699951171875, + 867.0, + 864.199951171875, + 854.5999755859375, + 864.300048828125, + 864.5999755859375, + 862.699951171875, + 843.800048828125, + 853.300048828125, + 854.800048828125, + 847.199951171875, + 841.0, + 837.5, + 823.0999755859375, + 821.5999755859375, + 815.9000244140625, + 805.7000122070312, + 777.2999877929688, + 769.5999755859375, + 787.0999755859375, + 810.5999755859375, + 833.9000244140625, + 814.4000244140625, + 832.5999755859375, + 839.0, + 855.800048828125, + 876.699951171875, + 869.0, + 845.0999755859375, + 828.800048828125, + 836.9000244140625, + 832.5999755859375, + 826.7999877929688, + 818.5999755859375, + 821.0, + 814.4000244140625, + 822.7000122070312, + 820.2999877929688, + 834.699951171875, + 828.699951171875, + 824.7000122070312, + 817.5, + 793.0, + 822.5999755859375, + 820.0999755859375, + 809.2999877929688, + 789.5999755859375, + 790.5999755859375, + 796.7999877929688, + 792.2999877929688, + 804.7999877929688, + 779.2999877929688, + 798.0999755859375, + 803.9000244140625, + 811.2999877929688, + 830.0999755859375, + 846.699951171875, + 861.800048828125, + 873.0999755859375, + 859.199951171875, + 853.199951171875, + 876.699951171875, + 875.4000244140625, + 851.699951171875, + 835.800048828125, + 843.800048828125, + 830.800048828125, + 846.5999755859375, + 856.800048828125, + 851.699951171875, + 837.699951171875, + 851.0, + 869.300048828125, + 871.9000244140625, + 880.300048828125, + 858.300048828125, + 855.5999755859375, + 857.699951171875, + 885.300048828125, + 883.699951171875, + 895.699951171875, + 888.300048828125, + 914.5, + 919.699951171875, + 952.5, + 932.699951171875, + 916.199951171875, + 904.800048828125, + 899.699951171875, + 891.9000244140625, + 888.0, + 881.5999755859375, + 851.0999755859375, + 857.4000244140625, + 893.0999755859375, + 900.800048828125, + 897.5, + 884.300048828125, + 871.800048828125, + 873.0999755859375, + 881.699951171875, + 898.699951171875, + 869.5999755859375, + 856.4000244140625, + 852.5, + 877.300048828125, + 896.199951171875, + 892.0, + 887.199951171875, + 896.199951171875, + 888.0, + 890.0, + 900.0999755859375, + 899.0, + 881.0, + 893.5, + 886.800048828125, + 864.800048828125, + 858.4000244140625, + 858.5999755859375, + 859.5, + 887.9000244140625, + 891.699951171875, + 891.5999755859375, + 888.300048828125, + 918.300048828125, + 964.199951171875, + 957.4000244140625, + 948.800048828125, + 927.199951171875, + 920.4000244140625, + 923.0, + 931.4000244140625, + 925.9000244140625, + 900.0999755859375, + 892.5, + 901.699951171875, + 896.0999755859375, + 866.300048828125, + 849.800048828125, + 852.0999755859375, + 844.5, + 826.0999755859375, + 852.699951171875, + 841.5999755859375, + 851.9000244140625, + 869.699951171875, + 903.4000244140625, + 896.0999755859375, + 946.300048828125, + 934.5, + 945.4000244140625, + 940.699951171875, + 922.0999755859375, + 933.0, + 892.0999755859375, + 906.9000244140625, + 852.0999755859375, + 861.9000244140625, + 870.300048828125, + 859.800048828125, + 872.4000244140625, + 856.0, + 867.5999755859375, + 857.9000244140625, + 901.0, + 907.300048828125, + 915.5, + 918.199951171875, + 929.699951171875, + 922.9000244140625, + 946.5999755859375, + 959.300048828125, + 933.9000244140625, + 943.0999755859375, + 952.0999755859375, + 983.300048828125, + 1022.699951171875, + 1011.0999755859375, + 1024.699951171875, + 1012.699951171875, + 1005.300048828125, + 1031.5, + 1006.5999755859375, + 1007.300048828125, + 986.5999755859375, + 983.5999755859375, + 1003.5, + 998.699951171875, + 1003.699951171875, + 995.699951171875, + 1018.699951171875, + 1013.0, + 980.9000244140625, + 946.199951171875, + 938.0, + 952.199951171875, + 975.4000244140625, + 960.800048828125, + 976.0999755859375, + 992.699951171875, + 1006.0, + 1044.4000244140625, + 1071.0, + 1058.9000244140625, + 1073.800048828125, + 1056.800048828125, + 1051.0999755859375, + 1026.4000244140625, + 1023.0, + 1047.199951171875, + 1019.5999755859375, + 1025.699951171875, + 1003.0999755859375, + 1006.199951171875, + 1019.5999755859375, + 1018.9000244140625, + 1043.0999755859375, + 1031.300048828125, + 1023.300048828125, + 1031.800048828125, + 1018.800048828125, + 1014.800048828125, + 1011.0999755859375, + 997.199951171875, + 983.9000244140625, + 974.5, + 951.5, + 930.0999755859375, + 940.4000244140625, + 958.4000244140625, + 961.5, + 966.4000244140625, + 964.5999755859375, + 1001.4000244140625, + 994.9000244140625, + 1001.0999755859375, + 1026.0, + 1040.300048828125, + 1027.300048828125, + 1045.800048828125, + 1056.699951171875, + 1093.5, + 1086.4000244140625, + 1111.800048828125, + 1133.0, + 1110.9000244140625, + 1089.5, + 1106.4000244140625, + 1074.0999755859375, + 1035.300048828125, + 1003.0999755859375, + 1002.0999755859375, + 959.9000244140625, + 948.0999755859375, + 948.300048828125, + 953.800048828125, + 925.300048828125, + 945.0999755859375, + 948.4000244140625, + 952.199951171875, + 1001.800048828125, + 1014.4000244140625, + 1027.5, + 1027.5999755859375, + 1029.0, + 1063.300048828125, + 1059.699951171875, + 1075.5, + 1070.5, + 1053.4000244140625, + 1057.199951171875, + 1045.0999755859375, + 1039.199951171875, + 1026.5, + 1013.0, + 1047.199951171875, + 1049.5999755859375, + 1042.9000244140625, + 1044.5, + 1060.5, + 1047.5, + 1042.5999755859375, + 1037.5999755859375, + 1036.5999755859375, + 996.0, + 984.300048828125, + 963.300048828125, + 961.199951171875, + 948.0999755859375, + 952.800048828125, + 951.199951171875, + 939.300048828125, + 959.0, + 962.5, + 994.0999755859375, + 980.699951171875, + 999.9000244140625, + 999.300048828125, + 1005.0, + 1022.699951171875, + 1060.5999755859375, + 1061.699951171875, + 1080.5999755859375, + 1081.699951171875, + 1084.0999755859375, + 1120.5, + 1093.9000244140625, + 1110.0999755859375, + 1130.0999755859375, + 1102.5999755859375, + 1108.5, + 1091.5999755859375, + 1115.300048828125, + 1110.5999755859375, + 1091.699951171875, + 1077.0999755859375, + 1102.199951171875, + 1088.4000244140625, + 1083.300048828125, + 1066.699951171875, + 1095.199951171875, + 1081.0999755859375, + 1095.800048828125, + 1105.5999755859375, + 1127.0999755859375, + 1107.5999755859375, + 1130.800048828125, + 1137.5999755859375, + 1137.0999755859375, + 1102.800048828125, + 1086.199951171875, + 1153.0999755859375, + 1126.300048828125, + 1108.9000244140625, + 1124.199951171875, + 1085.0999755859375, + 1073.5999755859375, + 1127.800048828125, + 1152.0, + 1124.9000244140625, + 1072.300048828125, + 1086.699951171875 + ], + [ + -30.5, + 0.382354736328125, + 25.676467895507812, + 29.291671752929688, + 38.0, + 44.37013244628906, + 53.84065246582031, + 80.5, + 94.89999389648438, + 110.10000610351562, + 121.79998779296875, + 140.10000610351562, + 157.79998779296875, + 161.39999389648438, + 181.0, + 213.70001220703125, + 221.60000610351562, + 239.29998779296875, + 259.20001220703125, + 268.70001220703125, + 265.1000061035156, + 255.0, + 260.3999938964844, + 267.20001220703125, + 271.3999938964844, + 278.6000061035156, + 284.6000061035156, + 290.29998779296875, + 302.70001220703125, + 305.70001220703125, + 306.29998779296875, + 305.70001220703125, + 315.70001220703125, + 315.3999938964844, + 310.1000061035156, + 309.8999938964844, + 312.6000061035156, + 315.3999938964844, + 314.29998779296875, + 313.20001220703125, + 324.29998779296875, + 323.0, + 335.79998779296875, + 333.9000244140625, + 339.70001220703125, + 350.0999755859375, + 343.4000244140625, + 349.20001220703125, + 339.4000244140625, + 346.20001220703125, + 348.5999755859375, + 344.0, + 348.5999755859375, + 341.20001220703125, + 338.20001220703125, + 339.4000244140625, + 342.79998779296875, + 346.20001220703125, + 349.4000244140625, + 355.20001220703125, + 357.4000244140625, + 357.20001220703125, + 364.9000244140625, + 372.20001220703125, + 377.4000244140625, + 393.70001220703125, + 414.4000244140625, + 421.29998779296875, + 421.29998779296875, + 421.5999755859375, + 416.79998779296875, + 399.5, + 391.5999755859375, + 382.20001220703125, + 381.0, + 385.9000244140625, + 391.0999755859375, + 398.79998779296875, + 394.0, + 398.79998779296875, + 400.79998779296875, + 405.79998779296875, + 394.70001220703125, + 397.5999755859375, + 398.29998779296875, + 400.9000244140625, + 403.70001220703125, + 403.70001220703125, + 416.5, + 418.29998779296875, + 419.0999755859375, + 421.20001220703125, + 414.5, + 407.79998779296875, + 410.0999755859375, + 403.0999755859375, + 396.4000244140625, + 393.70001220703125, + 397.9000244140625, + 394.5, + 393.79998779296875, + 413.29998779296875, + 417.5, + 422.5, + 432.0, + 435.79998779296875, + 419.5, + 422.29998779296875, + 415.79998779296875, + 408.70001220703125, + 410.9000244140625, + 415.79998779296875, + 419.20001220703125, + 419.0, + 423.70001220703125, + 413.0, + 410.4000244140625, + 407.70001220703125, + 411.5, + 417.20001220703125, + 430.4000244140625, + 432.5, + 444.79998779296875, + 449.9000244140625, + 447.0, + 444.5999755859375, + 448.0999755859375, + 449.0, + 445.4000244140625, + 443.5999755859375, + 442.70001220703125, + 440.4000244140625, + 439.5, + 436.79998779296875, + 429.70001220703125, + 426.20001220703125, + 434.0, + 433.20001220703125, + 436.5999755859375, + 437.0999755859375, + 444.29998779296875, + 445.79998779296875, + 442.79998779296875, + 447.20001220703125, + 438.0, + 446.0, + 442.70001220703125, + 439.79998779296875, + 438.5, + 441.0, + 448.4000244140625, + 446.70001220703125, + 446.20001220703125, + 444.4000244140625, + 442.0, + 440.79998779296875, + 430.5999755859375, + 442.70001220703125, + 446.5, + 453.20001220703125, + 458.29998779296875, + 461.0, + 484.5, + 492.5, + 491.5999755859375, + 485.0, + 480.5, + 479.5999755859375, + 459.79998779296875, + 456.29998779296875, + 452.0, + 455.20001220703125, + 461.5999755859375, + 465.4000244140625, + 476.0999755859375, + 482.29998779296875, + 482.0999755859375, + 481.4000244140625, + 481.29998779296875, + 478.4000244140625, + 483.5, + 486.5, + 495.0999755859375, + 492.79998779296875, + 498.5, + 497.5, + 490.5, + 481.4000244140625, + 477.20001220703125, + 484.5999755859375, + 488.9000244140625, + 493.20001220703125, + 496.0, + 501.5, + 502.20001220703125, + 493.79998779296875, + 487.79998779296875, + 496.20001220703125, + 498.79998779296875, + 502.29998779296875, + 500.0999755859375, + 507.4000244140625, + 512.0999755859375, + 507.70001220703125, + 502.0999755859375, + 499.5999755859375, + 498.9000244140625, + 486.70001220703125, + 484.70001220703125, + 487.9000244140625, + 492.79998779296875, + 493.70001220703125, + 492.20001220703125, + 507.0999755859375, + 507.5999755859375, + 510.0999755859375, + 510.9000244140625, + 505.0999755859375, + 506.29998779296875, + 503.70001220703125, + 500.70001220703125, + 501.9000244140625, + 501.5999755859375, + 505.4000244140625, + 510.70001220703125, + 508.79998779296875, + 497.29998779296875, + 494.4000244140625, + 484.0, + 476.0, + 480.4000244140625, + 482.4000244140625, + 486.5, + 493.20001220703125, + 500.5999755859375, + 508.70001220703125, + 523.4000244140625, + 539.0, + 548.5999755859375, + 567.5999755859375, + 578.2999877929688, + 567.4000244140625, + 554.2999877929688, + 592.5999755859375, + 587.2000122070312, + 568.7999877929688, + 575.2000122070312, + 599.5999755859375, + 589.7000122070312, + 585.7999877929688, + 594.5, + 593.5999755859375, + 605.5999755859375, + 601.5999755859375, + 598.2999877929688, + 613.9000244140625, + 641.7000122070312, + 684.5999755859375, + 682.4000244140625, + 730.7000122070312, + 746.5, + 748.0999755859375, + 769.5999755859375, + 774.7999877929688, + 787.7999877929688, + 776.4000244140625, + 783.0, + 791.5, + 809.0, + 830.5, + 832.5999755859375, + 843.800048828125, + 857.0, + 853.4000244140625, + 858.4000244140625, + 871.300048828125, + 897.0999755859375, + 913.9000244140625, + 927.800048828125, + 924.5999755859375, + 914.699951171875, + 882.800048828125, + 882.5999755859375, + 901.300048828125, + 918.5999755859375, + 922.300048828125, + 958.5999755859375, + 977.9000244140625, + 957.0, + 949.0999755859375, + 958.9000244140625, + 966.5, + 943.0, + 950.699951171875, + 937.800048828125, + 941.300048828125, + 933.5999755859375, + 905.9000244140625, + 900.4000244140625, + 919.9000244140625, + 889.699951171875, + 907.5999755859375, + 920.4000244140625, + 945.699951171875, + 927.300048828125, + 908.9000244140625, + 948.4000244140625, + 944.199951171875, + 935.0999755859375, + 933.699951171875, + 956.4000244140625, + 963.5999755859375, + 966.199951171875, + 969.0, + 943.199951171875, + 937.5999755859375, + 947.0999755859375, + 973.300048828125, + 963.4000244140625, + 953.4000244140625, + 976.9000244140625, + 971.699951171875, + 972.5, + 972.5999755859375, + 965.5999755859375, + 962.199951171875, + 963.300048828125, + 977.0, + 967.0, + 944.800048828125, + 946.4000244140625, + 968.4000244140625, + 972.0999755859375, + 963.300048828125, + 958.0999755859375, + 975.9000244140625, + 978.699951171875, + 989.0999755859375, + 967.5999755859375, + 978.699951171875, + 994.199951171875, + 1002.9000244140625, + 998.0999755859375, + 988.699951171875, + 1007.5999755859375, + 996.5, + 1005.199951171875, + 984.0999755859375, + 975.699951171875, + 985.5999755859375, + 983.9000244140625, + 1000.199951171875, + 987.5, + 1004.0999755859375, + 1028.199951171875, + 1002.9000244140625, + 1001.199951171875, + 993.5, + 986.5999755859375, + 987.9000244140625, + 985.4000244140625, + 1015.0, + 1008.5, + 1032.199951171875, + 1037.699951171875, + 1049.300048828125, + 1018.0, + 995.9000244140625, + 999.4000244140625, + 960.0999755859375, + 967.9000244140625, + 950.0999755859375, + 967.0, + 969.5999755859375, + 973.0, + 1000.4000244140625, + 1012.0999755859375, + 1044.5, + 1036.9000244140625, + 1037.4000244140625, + 1035.199951171875, + 1032.9000244140625, + 1037.4000244140625, + 1054.300048828125, + 1041.0999755859375, + 1029.9000244140625, + 1008.0, + 1014.0999755859375, + 993.4000244140625, + 942.800048828125, + 952.699951171875, + 965.300048828125, + 992.9000244140625, + 982.5, + 978.4000244140625, + 1011.300048828125, + 1002.300048828125, + 996.0, + 983.300048828125, + 990.5999755859375, + 1011.800048828125, + 1032.199951171875, + 1030.5999755859375, + 1023.199951171875, + 1019.199951171875, + 1040.0, + 1045.4000244140625, + 1027.800048828125, + 1030.800048828125, + 1051.300048828125, + 1055.0, + 1067.300048828125, + 1079.300048828125, + 1074.0, + 1075.699951171875, + 1097.5999755859375, + 1090.199951171875, + 1108.5, + 1098.9000244140625, + 1092.300048828125, + 1064.199951171875, + 1062.5999755859375, + 1056.199951171875, + 1024.4000244140625, + 998.0, + 964.5, + 981.0999755859375, + 968.699951171875, + 969.300048828125, + 994.0, + 1010.199951171875, + 1041.0, + 1050.5999755859375, + 1055.300048828125, + 1085.199951171875, + 1095.0, + 1068.300048828125, + 1066.5999755859375, + 1061.5, + 1041.5999755859375, + 1020.5999755859375, + 1000.0, + 995.4000244140625, + 998.5, + 1004.300048828125, + 1015.4000244140625, + 1026.699951171875, + 1042.300048828125, + 1052.0999755859375, + 1067.0999755859375, + 1052.9000244140625, + 1041.4000244140625, + 1011.199951171875, + 1005.0999755859375, + 1004.199951171875, + 980.5999755859375, + 988.199951171875, + 988.199951171875, + 1024.800048828125, + 1023.0, + 1026.9000244140625, + 1036.4000244140625, + 1042.5, + 1062.0999755859375, + 1065.4000244140625, + 1068.699951171875, + 1066.199951171875, + 1073.300048828125, + 1060.699951171875, + 1076.0999755859375, + 1086.0, + 1066.800048828125, + 1054.0, + 1062.800048828125, + 1078.800048828125, + 1058.0, + 1053.4000244140625, + 1064.0999755859375, + 1071.800048828125, + 1064.300048828125, + 1043.800048828125, + 1038.4000244140625, + 1039.0, + 1035.199951171875, + 1054.5999755859375, + 1063.300048828125, + 1069.199951171875, + 1091.0, + 1109.5, + 1110.0, + 1096.699951171875, + 1075.0, + 1084.0999755859375, + 1084.0999755859375, + 1097.199951171875, + 1102.800048828125, + 1094.4000244140625, + 1107.800048828125, + 1109.0999755859375, + 1094.300048828125, + 1099.5, + 1100.800048828125, + 1120.800048828125, + 1117.199951171875, + 1117.4000244140625, + 1114.800048828125, + 1084.300048828125, + 1082.800048828125, + 1068.4000244140625, + 1028.4000244140625, + 1032.4000244140625, + 998.4000244140625, + 1029.4000244140625, + 1031.699951171875, + 1005.4000244140625, + 993.800048828125, + 992.300048828125, + 1005.4000244140625, + 1024.9000244140625, + 1006.199951171875, + 1028.199951171875, + 1003.199951171875, + 1018.699951171875, + 1007.199951171875, + 998.300048828125, + 1022.199951171875, + 1005.699951171875, + 1016.300048828125, + 1019.300048828125, + 1020.699951171875, + 1025.0, + 1045.300048828125, + 1026.9000244140625, + 1005.4000244140625, + 984.5, + 989.5999755859375, + 971.800048828125, + 975.5999755859375, + 953.199951171875, + 949.5999755859375, + 949.800048828125, + 960.4000244140625, + 968.199951171875, + 949.0, + 966.4000244140625, + 935.0999755859375, + 935.9000244140625, + 941.5999755859375, + 909.300048828125, + 909.199951171875, + 885.5999755859375, + 882.0, + 872.800048828125, + 867.0, + 889.9000244140625, + 885.699951171875, + 878.0, + 917.699951171875, + 918.9000244140625, + 917.800048828125, + 931.199951171875, + 917.300048828125, + 931.800048828125, + 907.800048828125, + 902.199951171875, + 901.0999755859375, + 902.5, + 912.4000244140625, + 914.199951171875, + 920.5, + 915.5999755859375, + 897.9000244140625, + 870.800048828125, + 850.199951171875, + 850.9000244140625, + 833.0999755859375, + 834.300048828125, + 854.5, + 850.0999755859375, + 847.800048828125, + 834.300048828125, + 837.4000244140625, + 845.199951171875, + 831.800048828125, + 843.800048828125, + 881.699951171875, + 908.4000244140625, + 887.699951171875, + 881.699951171875, + 894.199951171875, + 915.300048828125, + 882.9000244140625, + 894.4000244140625, + 887.9000244140625, + 907.699951171875, + 899.0, + 878.0999755859375, + 858.5999755859375, + 841.699951171875, + 861.4000244140625, + 834.9000244140625, + 787.4000244140625, + 791.7000122070312, + 790.0999755859375, + 788.0, + 786.7000122070312, + 778.7000122070312, + 805.5999755859375, + 828.9000244140625, + 848.5, + 846.4000244140625, + 841.0, + 822.2000122070312, + 824.7000122070312, + 808.0999755859375, + 821.7999877929688, + 794.4000244140625, + 771.0999755859375, + 783.2000122070312, + 810.5, + 814.2999877929688, + 825.7999877929688, + 813.5999755859375, + 834.300048828125, + 861.800048828125, + 861.0999755859375, + 873.0999755859375, + 855.5999755859375, + 824.5999755859375, + 829.300048828125, + 816.2999877929688, + 784.0, + 779.2999877929688, + 807.2000122070312, + 822.0999755859375, + 817.2000122070312, + 843.800048828125, + 873.699951171875, + 873.199951171875, + 852.4000244140625, + 838.4000244140625, + 833.199951171875, + 845.800048828125, + 789.0999755859375, + 806.5, + 829.0999755859375, + 826.0999755859375, + 835.4000244140625, + 853.800048828125, + 850.5, + 840.199951171875, + 824.9000244140625, + 825.0, + 833.5, + 828.4000244140625, + 814.2000122070312, + 811.2000122070312, + 818.5, + 818.0, + 806.0, + 798.4000244140625, + 807.7999877929688, + 807.5999755859375, + 796.5, + 829.699951171875, + 844.4000244140625, + 835.199951171875, + 872.800048828125, + 871.300048828125, + 881.5999755859375, + 873.5999755859375, + 876.5, + 863.0999755859375, + 875.0999755859375, + 842.0999755859375, + 850.699951171875, + 858.4000244140625, + 840.800048828125, + 836.300048828125, + 844.0, + 848.0999755859375, + 834.0999755859375, + 839.699951171875, + 847.0999755859375, + 828.4000244140625, + 847.5999755859375, + 848.9000244140625, + 840.5999755859375, + 834.5, + 843.800048828125, + 846.5999755859375, + 845.5, + 846.699951171875, + 852.300048828125, + 844.5999755859375, + 825.4000244140625, + 831.199951171875, + 832.0, + 826.4000244140625, + 810.5, + 832.199951171875, + 837.800048828125, + 821.0999755859375, + 804.2999877929688, + 797.0999755859375, + 825.2000122070312, + 834.199951171875, + 834.5999755859375, + 855.699951171875, + 907.0, + 915.5, + 900.0, + 887.5999755859375, + 886.5, + 853.9000244140625, + 825.7000122070312, + 801.9000244140625, + 800.5, + 799.4000244140625, + 767.9000244140625, + 774.2000122070312, + 799.2000122070312, + 801.5999755859375, + 801.7999877929688, + 835.5, + 827.2999877929688, + 831.0, + 813.2000122070312, + 821.7999877929688, + 810.5999755859375, + 804.7000122070312, + 804.0, + 806.5999755859375, + 831.5, + 826.7999877929688, + 835.300048828125, + 837.199951171875, + 828.2000122070312, + 811.2999877929688, + 804.2000122070312, + 813.2000122070312, + 845.699951171875, + 846.300048828125, + 845.800048828125, + 837.699951171875, + 836.300048828125, + 838.199951171875, + 812.5, + 790.5999755859375, + 779.0999755859375, + 787.2000122070312, + 811.9000244140625, + 819.2000122070312, + 823.4000244140625, + 816.9000244140625, + 808.2000122070312, + 835.300048828125, + 831.4000244140625, + 814.2000122070312, + 830.199951171875, + 846.800048828125, + 847.0999755859375, + 877.5, + 862.4000244140625, + 858.699951171875, + 863.699951171875, + 854.5, + 865.300048828125, + 859.300048828125, + 838.699951171875, + 832.300048828125, + 859.300048828125, + 870.300048828125, + 871.199951171875, + 847.9000244140625, + 860.199951171875, + 863.9000244140625, + 848.0, + 838.9000244140625, + 827.2000122070312, + 796.0999755859375, + 806.5999755859375, + 811.9000244140625, + 809.2999877929688, + 815.5, + 819.7000122070312, + 803.2999877929688, + 794.2000122070312, + 788.2000122070312, + 778.7999877929688, + 757.7999877929688, + 742.2999877929688, + 735.7999877929688, + 764.2000122070312, + 756.7000122070312, + 775.5, + 788.2000122070312, + 779.9000244140625, + 794.2999877929688, + 796.2999877929688, + 800.7000122070312, + 781.0999755859375, + 771.4000244140625, + 791.5, + 791.9000244140625, + 788.5999755859375, + 780.7999877929688, + 785.5999755859375, + 787.5999755859375, + 799.5, + 804.9000244140625, + 824.7000122070312, + 818.5, + 830.0, + 838.4000244140625, + 798.7000122070312, + 801.9000244140625, + 776.7999877929688, + 778.7000122070312, + 769.2000122070312, + 761.5999755859375, + 762.9000244140625, + 780.0999755859375, + 770.9000244140625, + 769.0, + 759.0999755859375, + 760.0, + 784.2999877929688, + 773.5999755859375, + 753.7999877929688, + 785.5, + 788.5, + 792.4000244140625, + 805.4000244140625, + 808.0, + 817.2999877929688, + 824.4000244140625, + 835.699951171875, + 840.0, + 855.5999755859375, + 839.800048828125, + 814.7000122070312, + 819.0999755859375, + 841.800048828125, + 808.9000244140625, + 795.5999755859375, + 789.0999755859375, + 793.5999755859375, + 796.2999877929688, + 803.2999877929688, + 785.5, + 800.0, + 802.5, + 792.5999755859375, + 800.0, + 800.5999755859375, + 817.7999877929688, + 845.800048828125, + 853.199951171875, + 849.4000244140625, + 875.0, + 869.0999755859375, + 877.300048828125, + 845.4000244140625, + 818.7999877929688, + 817.5999755859375, + 817.5, + 800.2999877929688, + 799.5999755859375, + 794.2999877929688, + 773.0, + 781.0, + 768.2999877929688, + 765.5999755859375, + 769.7000122070312, + 801.9000244140625, + 809.0, + 822.9000244140625, + 822.9000244140625, + 849.199951171875, + 859.9000244140625, + 854.5, + 844.800048828125, + 832.800048828125, + 825.2000122070312, + 814.5, + 789.7999877929688, + 785.2000122070312, + 763.0, + 771.4000244140625, + 781.9000244140625, + 787.4000244140625, + 799.0, + 803.7999877929688, + 812.9000244140625, + 820.2000122070312, + 831.5, + 829.199951171875, + 845.5, + 853.199951171875, + 844.9000244140625, + 879.199951171875, + 862.800048828125, + 818.9000244140625, + 817.7000122070312, + 796.4000244140625, + 793.2000122070312, + 788.5, + 777.5999755859375, + 776.9000244140625, + 796.7999877929688, + 784.0999755859375, + 788.0, + 779.2999877929688, + 793.2000122070312, + 791.5999755859375, + 804.5, + 821.9000244140625, + 859.0999755859375, + 865.5, + 862.9000244140625, + 881.0, + 886.699951171875, + 891.0999755859375, + 876.5, + 846.300048828125, + 868.0, + 861.9000244140625, + 866.199951171875, + 861.5999755859375, + 846.300048828125, + 867.5, + 870.300048828125, + 875.699951171875, + 870.4000244140625, + 868.199951171875, + 854.9000244140625, + 868.4000244140625, + 849.4000244140625, + 826.5999755859375, + 847.199951171875, + 852.199951171875, + 872.300048828125, + 869.5, + 852.800048828125, + 827.5999755859375, + 820.0, + 787.7999877929688, + 795.0, + 801.2000122070312, + 813.7000122070312, + 837.0999755859375, + 863.5999755859375, + 862.5, + 866.5, + 855.5, + 833.800048828125, + 842.300048828125, + 830.9000244140625, + 830.199951171875, + 828.0999755859375, + 833.800048828125, + 834.0, + 828.2000122070312, + 822.2999877929688, + 817.0, + 821.7999877929688, + 822.7999877929688, + 827.0999755859375, + 810.5, + 820.9000244140625, + 832.0, + 830.300048828125, + 824.9000244140625, + 834.300048828125, + 818.5, + 806.4000244140625, + 798.5, + 797.2999877929688, + 805.7999877929688, + 799.0999755859375, + 799.2000122070312, + 816.0, + 821.4000244140625, + 823.9000244140625, + 817.9000244140625, + 819.0, + 816.2000122070312, + 811.5999755859375, + 817.5, + 835.0, + 843.4000244140625, + 850.5999755859375, + 855.800048828125, + 870.699951171875, + 880.699951171875, + 898.5, + 887.5, + 911.300048828125, + 916.0 + ] + ], + "sample_efficiencies": [ + [ + 9.999999747378752e-05, + 6.405583553714678e-05, + 4.9068192311096936e-05, + 4.026971510029398e-05, + 3.3581542083993554e-05, + 2.9107020964147523e-05, + 2.580973341537174e-05, + 2.314368430234026e-05, + 2.095814488711767e-05, + 1.897040056064725e-05, + 1.7402886442141607e-05, + 1.6026175217120908e-05, + 1.4844086763332598e-05, + 1.381192578264745e-05, + 1.294091453019064e-05, + 1.2183348189864773e-05, + 1.1555181117728353e-05, + 1.1002523933711927e-05, + 1.0498914889467414e-05, + 1.0008462595578749e-05, + 9.540307473798748e-06, + 9.104587661568075e-06, + 8.715868716535624e-06, + 8.36901381262578e-06, + 8.081853593466803e-06, + 7.82999904913595e-06, + 7.615236881974852e-06, + 7.398914931400213e-06, + 7.190149972302606e-06, + 6.997942818998126e-06, + 6.805782504670788e-06, + 6.623097306146519e-06, + 6.454695721913595e-06, + 6.30133490631124e-06, + 6.160422344692051e-06, + 6.036023478372954e-06, + 5.91755679124617e-06, + 5.810893526358996e-06, + 5.708921889890917e-06, + 5.610129392152885e-06, + 5.517131285159849e-06, + 5.430487362900749e-06, + 5.352764219423989e-06, + 5.279329798213439e-06, + 5.212684754951624e-06, + 5.1485180847521406e-06, + 5.08823632117128e-06, + 5.027100542065455e-06, + 4.965914740751032e-06, + 4.902628916170215e-06, + 4.836509106098674e-06, + 4.768503458763007e-06, + 4.7024341256474145e-06, + 4.636301582650049e-06, + 4.5712276914855465e-06, + 4.50614652436343e-06, + 4.441404144017724e-06, + 4.379207439342281e-06, + 4.3190852920815814e-06, + 4.262001766619505e-06, + 4.205808181723114e-06, + 4.1520793274685275e-06, + 4.099579200556036e-06, + 4.048594746564049e-06, + 3.998813099315157e-06, + 3.946931883547222e-06, + 3.896018824889325e-06, + 3.846386334771523e-06, + 3.798515990638407e-06, + 3.751729309442453e-06, + 3.7064644402562408e-06, + 3.6641913538915105e-06, + 3.623776137828827e-06, + 3.584910473364289e-06, + 3.5470602597342804e-06, + 3.510946498863632e-06, + 3.475423454801785e-06, + 3.440167347434908e-06, + 3.4052325190714328e-06, + 3.370489821463707e-06, + 3.3364788123435574e-06, + 3.302545337646734e-06, + 3.269423132223892e-06, + 3.237394594179932e-06, + 3.206256678822683e-06, + 3.1762776870891685e-06, + 3.1476999993174104e-06, + 3.1196780128084356e-06, + 3.0929322747397237e-06, + 3.0668702493130695e-06, + 3.0405251436604885e-06, + 3.01365548693866e-06, + 2.987348807437229e-06, + 2.9614272989419987e-06, + 2.93541688733967e-06, + 2.9108100534358528e-06, + 2.888449444071739e-06, + 2.8677341106231324e-06, + 2.8487493182183243e-06, + 2.8311442292761058e-06, + 2.8140793801867403e-06, + 2.79643495559867e-06, + 2.779048600132228e-06, + 2.761668611128698e-06, + 2.7439127734396607e-06, + 2.7258056434220634e-06, + 2.707218754949281e-06, + 2.6875557068706257e-06, + 2.6665563837013906e-06, + 2.645340373419458e-06, + 2.6245984372508246e-06, + 2.6040193006338086e-06, + 2.5847282358881785e-06, + 2.5663105134299258e-06, + 2.547798430896364e-06, + 2.5293161343142856e-06, + 2.511130333004985e-06, + 2.4924299850681564e-06, + 2.47287675847474e-06, + 2.453361503285123e-06, + 2.4336984552064678e-06, + 2.4128437416948145e-06, + 2.3922711989143863e-06, + 2.3724862785456935e-06, + 2.352372803215985e-06, + 2.3327404505835148e-06, + 2.313960976607632e-06, + 2.296020284120459e-06, + 2.278274905620492e-06, + 2.2609867755818414e-06, + 2.2440826796810143e-06, + 2.2265135157795157e-06, + 2.209490503446432e-06, + 2.1924713564658305e-06, + 2.1756093246949604e-06, + 2.1586331513390178e-06, + 2.1420391931314953e-06, + 2.126000936186756e-06, + 2.110357854689937e-06, + 2.094729552482022e-06, + 2.0784018488484435e-06, + 2.0617826521629468e-06, + 2.04527123059961e-06, + 2.0281202068872517e-06, + 2.010663820328773e-06, + 1.9943140614486765e-06, + 1.9778860860242276e-06, + 1.9622859781520674e-06, + 1.946278416653513e-06, + 1.9307485672470648e-06, + 1.915189159262809e-06, + 1.899713538477954e-06, + 1.8847457567972015e-06, + 1.8696997585720965e-06, + 1.855143977991247e-06, + 1.840848199208267e-06, + 1.8268790427100612e-06, + 1.8129329646399128e-06, + 1.7989688103625667e-06, + 1.7849185951490654e-06, + 1.7714912701194407e-06, + 1.7580731537236716e-06, + 1.7446526499043102e-06, + 1.7313151374764857e-06, + 1.7183017462230055e-06, + 1.705249246697349e-06, + 1.6921073893172434e-06, + 1.6795814872239134e-06, + 1.6676310679031303e-06, + 1.6557202116018743e-06, + 1.6441155139546026e-06, + 1.6327829825968365e-06, + 1.6215924460993847e-06, + 1.6108648424051353e-06, + 1.5998474509615335e-06, + 1.5888693951637833e-06, + 1.5776907957842923e-06, + 1.5664112424929044e-06, + 1.5545770111202728e-06, + 1.54315898726054e-06, + 1.5326536413340364e-06, + 1.5227415133267641e-06, + 1.5138344906517887e-06, + 1.50571452195436e-06, + 1.4985893130869954e-06, + 1.4912701544744777e-06, + 1.4833788100077072e-06, + 1.4751394701306708e-06, + 1.4662809917354025e-06, + 1.457428311368858e-06, + 1.4486101918009808e-06, + 1.4397436416402343e-06, + 1.4312407756733592e-06, + 1.4230083706934238e-06, + 1.4148836271488108e-06, + 1.4068631344343885e-06, + 1.3988899354444584e-06, + 1.3909251492805197e-06, + 1.3828504279445042e-06, + 1.3749231584370136e-06, + 1.3667994380739401e-06, + 1.3590060916612856e-06, + 1.3518149444280425e-06, + 1.3446547200146597e-06, + 1.3378974017541623e-06, + 1.331142470917257e-06, + 1.3243393368611578e-06, + 1.3177289019949967e-06, + 1.3112287433614256e-06, + 1.3044681281826342e-06, + 1.297707058256492e-06, + 1.2911068552057259e-06, + 1.2844931234212709e-06, + 1.2782780913767056e-06, + 1.2719870028377045e-06, + 1.265820628759684e-06, + 1.2600623904290842e-06, + 1.2538233704617596e-06, + 1.2476822348617134e-06, + 1.2417378911777632e-06, + 1.2357244258964784e-06, + 1.2296437716941e-06, + 1.2232876542839222e-06, + 1.2165077123427182e-06, + 1.2099058039893862e-06, + 1.203183501274907e-06, + 1.1963921906499309e-06, + 1.1893590681211208e-06, + 1.182297637569718e-06, + 1.1756404774132534e-06, + 1.1693426813508268e-06, + 1.1627840876826667e-06, + 1.1562260624486953e-06, + 1.1498510730234557e-06, + 1.1438584124334739e-06, + 1.137929871219967e-06, + 1.1320424846417154e-06, + 1.1261709005339071e-06, + 1.1206396948182373e-06, + 1.115427266995539e-06, + 1.1103292081315885e-06, + 1.1050256034650374e-06, + 1.0996734545187792e-06, + 1.0944359019049443e-06, + 1.0892264299400267e-06, + 1.0838772368515492e-06, + 1.078428681466903e-06, + 1.0730124131441698e-06, + 1.067689481715206e-06, + 1.0624236210787785e-06, + 1.0570691983957659e-06, + 1.0516514521441422e-06, + 1.0464391380082816e-06, + 1.0413357358629582e-06, + 1.0363445426264661e-06, + 1.0315218332834775e-06, + 1.026859081321163e-06, + 1.022358333102602e-06, + 1.0179896889894735e-06, + 1.0137024446521536e-06, + 1.0094336175825447e-06, + 1.0051118124465575e-06, + 1.0005851436289959e-06, + 9.9606268122443e-07, + 9.91664364846656e-07, + 9.870714166027028e-07, + 9.825231472859741e-07, + 9.780584377949708e-07, + 9.737049140312592e-07, + 9.695347671367927e-07, + 9.653722372604534e-07, + 9.612890607968438e-07, + 9.572254384693224e-07, + 9.53390497215878e-07, + 9.495932999925571e-07, + 9.457540386392793e-07, + 9.418363333679736e-07, + 9.379756988892041e-07, + 9.340705560134666e-07, + 9.300979968429601e-07, + 9.262067806048435e-07, + 9.222500807481993e-07, + 9.183138445223449e-07, + 9.144744126388105e-07, + 9.10845301405061e-07, + 9.073273190551845e-07, + 9.038026291818824e-07, + 9.003503578242089e-07, + 8.970488352133543e-07, + 8.938409337133635e-07, + 8.906041557565914e-07, + 8.874873174136155e-07, + 8.844335184221563e-07, + 8.813350973468914e-07, + 8.784585361354402e-07, + 8.757039609008643e-07, + 8.728574130145716e-07, + 8.700211537870928e-07, + 8.671980822327896e-07, + 8.643207252134744e-07, + 8.613791919742653e-07, + 8.584507327213942e-07, + 8.555042541047442e-07, + 8.525768180334126e-07, + 8.497565886500524e-07, + 8.470513535030477e-07, + 8.443957995041274e-07, + 8.418438142143714e-07, + 8.393310508836294e-07, + 8.367271107090346e-07, + 8.340705903719936e-07, + 8.312743489113927e-07, + 8.284728778562567e-07, + 8.257022159341432e-07, + 8.22965319002833e-07, + 8.202196113415994e-07, + 8.175536549970275e-07, + 8.149288532877108e-07, + 8.122324288706295e-07, + 8.097037493826065e-07, + 8.072113359958166e-07, + 8.046498578551109e-07, + 8.02010049483215e-07, + 7.993435247044545e-07, + 7.966269208736776e-07, + 7.940534487715922e-07, + 7.914751449789037e-07, + 7.888182267379307e-07, + 7.861306698941917e-07, + 7.834495363567839e-07, + 7.806977464497322e-07, + 7.780125201861665e-07, + 7.752959163553896e-07, + 7.725172395112168e-07, + 7.69778523590503e-07, + 7.671542334719561e-07, + 7.646241897418804e-07, + 7.62209992899443e-07, + 7.598953857268498e-07, + 7.577344263154373e-07, + 7.556561172350484e-07, + 7.53613562665123e-07, + 7.516271693930321e-07, + 7.496468583667593e-07, + 7.475521215383196e-07, + 7.454938781847886e-07, + 7.434010171891714e-07, + 7.412401714645966e-07, + 7.389905931631802e-07, + 7.367197554231097e-07, + 7.3435757030893e-07, + 7.319881092371361e-07, + 7.297228989955329e-07, + 7.274035738191742e-07, + 7.251275633279874e-07, + 7.229066341096768e-07, + 7.207603403003304e-07, + 7.186114885371353e-07, + 7.164510407164926e-07, + 7.143183324842539e-07, + 7.121826115508156e-07, + 7.101108963070146e-07, + 7.080375894474855e-07, + 7.059845188450709e-07, + 7.039584488666151e-07, + 7.020519205980236e-07, + 7.002615802775836e-07, + 6.984685114730382e-07, + 6.966312753320381e-07, + 6.948153554731107e-07, + 6.929766414032201e-07, + 6.912030698913441e-07, + 6.894499620102579e-07, + 6.877135660943168e-07, + 6.859850145701785e-07, + 6.84306769471732e-07, + 6.826790581726527e-07, + 6.810630566178588e-07, + 6.794383011765603e-07, + 6.778495276194008e-07, + 6.762080602129572e-07, + 6.745731297996826e-07, + 6.72928422318364e-07, + 6.712940603392781e-07, + 6.696513992210384e-07, + 6.680590445284906e-07, + 6.664103011644329e-07, + 6.6474285631557e-07, + 6.631486257901997e-07, + 6.616025984840235e-07, + 6.60011323816434e-07, + 6.583346703337156e-07, + 6.56630334106012e-07, + 6.548917212967353e-07, + 6.531648750751629e-07, + 6.514071060337301e-07, + 6.496709943348833e-07, + 6.479551757365698e-07, + 6.463339445872407e-07, + 6.447205009862955e-07, + 6.43196244709543e-07, + 6.416809696929704e-07, + 6.401801329047885e-07, + 6.386375162037439e-07, + 6.370408414113626e-07, + 6.354693482535367e-07, + 6.338485150081397e-07, + 6.32238936759677e-07, + 6.306545401457697e-07, + 6.290144938247977e-07, + 6.274107136050588e-07, + 6.258056828301051e-07, + 6.242702852432558e-07, + 6.227742233022582e-07, + 6.212702601260389e-07, + 6.198051210049016e-07, + 6.183785217217519e-07, + 6.170138249217416e-07, + 6.156369636300951e-07, + 6.142409461062925e-07, + 6.128044560682611e-07, + 6.113910444582871e-07, + 6.100391942709393e-07, + 6.087011570343748e-07, + 6.07324011525634e-07, + 6.059468091734743e-07, + 6.046340672583028e-07, + 6.033269528415985e-07, + 6.020670753059676e-07, + 6.008349942021596e-07, + 5.994994580760249e-07, + 5.98183589772816e-07, + 5.96895176840917e-07, + 5.956836162113177e-07, + 5.944163490312349e-07, + 5.931762530053675e-07, + 5.919500267737021e-07, + 5.907460831622302e-07, + 5.896109769309987e-07, + 5.884463121219596e-07, + 5.872762471881288e-07, + 5.861160730091797e-07, + 5.849857984685514e-07, + 5.838262495672097e-07, + 5.826400979458413e-07, + 5.814907808598946e-07, + 5.803022986583528e-07, + 5.791368948848685e-07, + 5.77989567318582e-07, + 5.768259825345012e-07, + 5.756807013312937e-07, + 5.745412181568099e-07, + 5.734484602726297e-07, + 5.723566118831513e-07, + 5.712529400625499e-07, + 5.701107284039608e-07, + 5.689601039193803e-07, + 5.678159027411311e-07, + 5.666958600158978e-07, + 5.655602990373154e-07, + 5.644149041472701e-07, + 5.632530246657552e-07, + 5.621124046228942e-07, + 5.609859385913296e-07, + 5.598780603577325e-07, + 5.587944542639889e-07, + 5.576886223934707e-07, + 5.565810283769679e-07, + 5.555238544729946e-07, + 5.544650321098743e-07, + 5.533842681870738e-07, + 5.523371555682388e-07, + 5.512706593435723e-07, + 5.501942155206052e-07, + 5.491406227520201e-07, + 5.480828235704394e-07, + 5.469996153806278e-07, + 5.459516501105099e-07, + 5.449413151836779e-07, + 5.439360393211246e-07, + 5.429297402770317e-07, + 5.419076387624955e-07, + 5.408771244219679e-07, + 5.398542270995677e-07, + 5.388154704633052e-07, + 5.377963248065498e-07, + 5.367883204598911e-07, + 5.357438794817426e-07, + 5.346997227206884e-07, + 5.336822823664988e-07, + 5.326753580447985e-07, + 5.316559850143676e-07, + 5.306259822646098e-07, + 5.295859750731324e-07, + 5.285572228785895e-07, + 5.27569966379815e-07, + 5.266039693196944e-07, + 5.256309236756351e-07, + 5.246673140391067e-07, + 5.237191658125084e-07, + 5.227905717219983e-07, + 5.21877950632188e-07, + 5.209795972405118e-07, + 5.200484451961529e-07, + 5.191089371692215e-07, + 5.181683491173317e-07, + 5.172390160623763e-07, + 5.163066134628025e-07, + 5.153806341695599e-07, + 5.144528358869138e-07, + 5.135080414220283e-07, + 5.125268103256531e-07, + 5.115716703585349e-07, + 5.106235221319366e-07, + 5.096856625641522e-07, + 5.087318299956678e-07, + 5.077593527857971e-07, + 5.067824417892552e-07, + 5.058180931882816e-07, + 5.048802336204972e-07, + 5.03938167639717e-07, + 5.030015586271475e-07, + 5.020521598453342e-07, + 5.011215193917451e-07, + 5.002032708034676e-07, + 4.992596132069593e-07, + 4.983254484614008e-07, + 4.974267540092114e-07, + 4.965302764503576e-07, + 4.956354473506508e-07, + 4.947505090058257e-07, + 4.938573852086847e-07, + 4.929705141876184e-07, + 4.921153049508575e-07, + 4.912581061944366e-07, + 4.904045454168227e-07, + 4.895358074463729e-07, + 4.886600208919845e-07, + 4.877886681242671e-07, + 4.869428380516183e-07, + 4.861138904743711e-07, + 4.852888650930254e-07, + 4.844533236791904e-07, + 4.836484208681213e-07, + 4.828414148505544e-07, + 4.820611252398521e-07, + 4.812926590602729e-07, + 4.805261255569349e-07, + 4.79764025840268e-07, + 4.790058483195025e-07, + 4.782772862199636e-07, + 4.775201318807376e-07, + 4.76757321621335e-07, + 4.759703244872071e-07, + 4.751807125558116e-07, + 4.744003092582716e-07, + 4.735923653242935e-07, + 4.727877751520282e-07, + 4.7198577135532105e-07, + 4.7119146984186955e-07, + 4.703888123458455e-07, + 4.696125301961729e-07, + 4.68834116418293e-07, + 4.680342158280837e-07, + 4.672207865041855e-07, + 4.6643660311929125e-07, + 4.656602072827809e-07, + 4.648742049084831e-07, + 4.6408578668888367e-07, + 4.633049854874116e-07, + 4.6252867491602956e-07, + 4.6175557599781314e-07, + 4.609996722138021e-07, + 4.6026616473682225e-07, + 4.5953785843266814e-07, + 4.5882302401878405e-07, + 4.581184214202949e-07, + 4.574305876303697e-07, + 4.567386326925771e-07, + 4.5601879605783324e-07, + 4.553065195977979e-07, + 4.546044749531575e-07, + 4.53903879815698e-07, + 4.532040804861026e-07, + 4.5250544644659385e-07, + 4.5181965901974763e-07, + 4.5113054625289806e-07, + 4.5046328978060046e-07, + 4.498056114243809e-07, + 4.491522815897042e-07, + 4.484704163587594e-07, + 4.4778244046028703e-07, + 4.4710657221003203e-07, + 4.4643277874456544e-07, + 4.4577279822988203e-07, + 4.45122879000337e-07, + 4.444814578619116e-07, + 4.438499559000775e-07, + 4.432221487604693e-07, + 4.426096040788252e-07, + 4.420077743816364e-07, + 4.414047225509421e-07, + 4.4077387428842485e-07, + 4.401376827445347e-07, + 4.394974553179054e-07, + 4.3885341938221245e-07, + 4.3821680151268083e-07, + 4.3756779177783756e-07, + 4.3691929363376403e-07, + 4.3627187551464885e-07, + 4.356441252184595e-07, + 4.3502436142262013e-07, + 4.3440439867481473e-07, + 4.337950656463363e-07, + 4.3318246412127337e-07, + 4.325913209868304e-07, + 4.320002346958063e-07, + 4.314112231895706e-07, + 4.3081635681119224e-07, + 4.302323475258163e-07, + 4.296497877476213e-07, + 4.2907606712105917e-07, + 4.2851434045587666e-07, + 4.279578718069388e-07, + 4.274107254786941e-07, + 4.2686374968070595e-07, + 4.263081621047604e-07, + 4.257585715095047e-07, + 4.251988059422729e-07, + 4.2463807403692044e-07, + 4.2407532419019844e-07, + 4.235047867950925e-07, + 4.229223975471541e-07, + 4.2231576458107156e-07, + 4.2171242853328295e-07, + 4.210997985865106e-07, + 4.2051459558933857e-07, + 4.199360716938827e-07, + 4.1935925310099265e-07, + 4.187699857993721e-07, + 4.181692077054322e-07, + 4.1756695168260194e-07, + 4.169776275375625e-07, + 4.163928792877414e-07, + 4.1580943843655405e-07, + 4.152211090513447e-07, + 4.1462777744527557e-07, + 4.140138400998694e-07, + 4.1341746737089125e-07, + 4.12823993656275e-07, + 4.122498751257808e-07, + 4.11674392353234e-07, + 4.1109254311777477e-07, + 4.1052530264096276e-07, + 4.099639170362934e-07, + 4.094029293355561e-07, + 4.088324203621596e-07, + 4.0826961367201875e-07, + 4.077145661085524e-07, + 4.0715366367294337e-07, + 4.0661586808710126e-07, + 4.0605411300020933e-07, + 4.054750490922743e-07, + 4.0489385355613194e-07, + 4.043079684379336e-07, + 4.037324288219679e-07, + 4.031528533232631e-07, + 4.0257265254695085e-07, + 4.020006940663734e-07, + 4.014561625353963e-07, + 4.009220333500707e-07, + 4.00410016254682e-07, + 3.999135742560611e-07, + 3.9942938201420475e-07, + 3.9894760561764997e-07, + 3.9847085986366437e-07, + 3.9799317619326757e-07, + 3.9750108271618956e-07, + 3.9701981791040453e-07, + 3.965329256061523e-07, + 3.960543324410537e-07, + 3.955726413096272e-07, + 3.9510723581770435e-07, + 3.946337301385938e-07, + 3.941563306852913e-07, + 3.9369626847474137e-07, + 3.9321528788605065e-07, + 3.9274573282455094e-07, + 3.9227981574185833e-07, + 3.91802956301035e-07, + 3.913219188689254e-07, + 3.908495500581921e-07, + 3.9038656041157083e-07, + 3.899172895671654e-07, + 3.8946765812397643e-07, + 3.8901615084796504e-07, + 3.885578792051092e-07, + 3.8808303770565544e-07, + 3.8761200471526536e-07, + 3.8713636740794755e-07, + 3.8664970247737074e-07, + 3.8616249753431475e-07, + 3.8567910110032244e-07, + 3.851970689083828e-07, + 3.8471571883746947e-07, + 3.8423996784331393e-07, + 3.837788824512245e-07, + 3.8333126894940506e-07, + 3.8288126802399347e-07, + 3.824467853519309e-07, + 3.8202031760192767e-07, + 3.8159552673278085e-07, + 3.81171986418849e-07, + 3.807521693488525e-07, + 3.803320964834711e-07, + 3.799131889081764e-07, + 3.7949325815134216e-07, + 3.790660798586032e-07, + 3.7864003843424143e-07, + 3.782011219755077e-07, + 3.7776095496155904e-07, + 3.7732405644419487e-07, + 3.7688394627366506e-07, + 3.7644767303390836e-07, + 3.760106892514159e-07, + 3.755862110210728e-07, + 3.7515857798098295e-07, + 3.7472605640687107e-07, + 3.7429612120831735e-07, + 3.738669818176277e-07, + 3.734434699254052e-07, + 3.730178548266849e-07, + 3.725941724042059e-07, + 3.721662267253123e-07, + 3.717414358561655e-07, + 3.713202545441163e-07, + 3.709002953655727e-07, + 3.7047999512651586e-07, + 3.700550621488219e-07, + 3.696213468629139e-07, + 3.691801850891352e-07, + 3.6874021702715254e-07, + 3.683050522340636e-07, + 3.678810287510714e-07, + 3.674597905956034e-07, + 3.670448336379195e-07, + 3.666376358069101e-07, + 3.6622739685299166e-07, + 3.658347225155012e-07, + 3.654428439858748e-07, + 3.6505889511317946e-07, + 3.646778168331366e-07, + 3.6429293004403007e-07, + 3.6390676427799917e-07, + 3.6351693211145175e-07, + 3.6313946338850656e-07, + 3.6274312265049957e-07, + 3.6234712297300575e-07, + 3.619539086230361e-07, + 3.6156498595119047e-07, + 3.6118524349149084e-07, + 3.6080703580410045e-07, + 3.60434370350049e-07, + 3.600665365866007e-07, + 3.597104694108566e-07, + 3.5934957054450933e-07, + 3.589857158203813e-07, + 3.586157220070163e-07, + 3.582360079690261e-07, + 3.5785242857855337e-07, + 3.5746691651183937e-07, + 3.5708259815692145e-07, + 3.5669802400661865e-07, + 3.5630552019938477e-07, + 3.5591961022873875e-07, + 3.5553242128116835e-07, + 3.551559473180532e-07, + 3.547717994933919e-07, + 3.5438270629128965e-07, + 3.539925614859385e-07, + 3.5360625361136044e-07, + 3.532377377268858e-07, + 3.528676302266831e-07, + 3.524964142798126e-07, + 3.521311953136319e-07, + 3.517766060667782e-07, + 3.514226136758225e-07, + 3.5106845075461024e-07, + 3.50723468045544e-07, + 3.5037390944125946e-07, + 3.5002298659492226e-07, + 3.4968448403560615e-07, + 3.4934541304210143e-07, + 3.4900477885457803e-07, + 3.486644573058584e-07, + 3.483228852019238e-07, + 3.4796659065250424e-07, + 3.476030201454705e-07, + 3.4723578323792026e-07, + 3.468529428118927e-07, + 3.464758435711701e-07, + 3.460972095581383e-07, + 3.457257662375923e-07, + 3.453592114510684e-07, + 3.450027463713923e-07, + 3.4464835607650457e-07, + 3.442974616518768e-07, + 3.4395631587358366e-07, + 3.43615596420932e-07, + 3.432694768434885e-07, + 3.4291682027287607e-07, + 3.425576267090946e-07, + 3.421921803692385e-07, + 3.418345215777663e-07, + 3.414757827613357e-07, + 3.41119346103369e-07, + 3.407575661640294e-07, + 3.4039490515169746e-07, + 3.400358821181726e-07, + 3.396831971258507e-07, + 3.3933193321900035e-07, + 3.3898220408445923e-07, + 3.3863298654068785e-07, + 3.3828655432444066e-07, + 3.3794111686802353e-07, + 3.3759712891878735e-07, + 3.372607579876785e-07, + 3.369244154782791e-07, + 3.3658409392955946e-07, + 3.362444260801567e-07, + 3.3590222869861464e-07, + 3.3555934919604624e-07, + 3.3522479725434096e-07, + 3.348869768160512e-07, + 3.34547280544939e-07, + 3.342067316225439e-07, + 3.338726628498989e-07, + 3.3353524031554116e-07, + 3.331985567456286e-07, + 3.328701723148697e-07, + 3.32533147684444e-07, + 3.321956967283768e-07, + 3.3185659731316264e-07, + 3.315200558517972e-07, + 3.3118504916274105e-07, + 3.3085140671573754e-07, + 3.3051415471163637e-07, + 3.3017266787283006e-07, + 3.2983049891299743e-07, + 3.29489466821542e-07, + 3.291539769634255e-07, + 3.288193113348825e-07, + 3.2848973319232755e-07, + 3.281605529537046e-07, + 3.2783583492346224e-07, + 3.275178812600643e-07, + 3.271922537351202e-07, + 3.2685662176845653e-07, + 3.26517891835465e-07, + 3.2617163014947437e-07, + 3.258231799918576e-07, + 3.2547154660278466e-07, + 3.2511042036276194e-07, + 3.2476035016770766e-07, + 3.244165611704375e-07, + 3.2407635330855555e-07, + 3.237465762140346e-07, + 3.234288499243121e-07, + 3.231032508210774e-07, + 3.2277830541715957e-07, + 3.2246205705632747e-07, + 3.2214961720455904e-07, + 3.218341930733004e-07, + 3.215169215309288e-07, + 3.211981436379574e-07, + 3.20879564696952e-07, + 3.2056095733423717e-07, + 3.202624156983802e-07, + 3.199700984168885e-07, + 3.196645081970928e-07, + 3.1935840638652735e-07, + 3.1904448860586854e-07, + 3.187339245869225e-07, + 3.184256058830215e-07, + 3.1810913014851394e-07, + 3.177908922680217e-07, + 3.1747086381983536e-07, + 3.171651314914925e-07, + 3.1685837598161015e-07, + 3.165602038279758e-07, + 3.162595874073304e-07, + 3.159672701258387e-07, + 3.156832804052101e-07, + 3.1539318001705396e-07, + 3.1510626286035404e-07, + 3.148197151858767e-07, + 3.145321727515693e-07, + 3.142444313652959e-07, + 3.139502666726912e-07, + 3.1365854624709755e-07, + 3.1335989092440286e-07, + 3.130709558263334e-07, + 3.1277963330467173e-07, + 3.1248433174368984e-07, + 3.1219127549775294e-07, + 3.1190373306344554e-07, + 3.1162412028606923e-07, + 3.113430864232214e-07, + 3.1106034725780773e-07, + 3.1077468065632274e-07, + 3.104847507984232e-07, + 3.102015284639492e-07, + 3.0991679977887543e-07, + 3.096238287980668e-07, + 3.0932463346289296e-07, + 3.0902819503353385e-07, + 3.0873439982315176e-07, + 3.0844523735140683e-07, + 3.081553074935073e-07, + 3.078648944665474e-07, + 3.075810752761754e-07, + 3.073040772960667e-07, + 3.070264540383505e-07, + 3.067451928018272e-07, + 3.0645784931948583e-07, + 3.061639120005566e-07, + 3.058707704894914e-07, + 3.055828585729614e-07, + 3.0529301398019015e-07, + 3.0499927561322693e-07, + 3.0470314982267155e-07, + 3.0441159992733446e-07, + 3.041172647044732e-07, + 3.038339286831615e-07, + 3.0355380431501544e-07, + 3.032719178008847e-07, + 3.0298534170469793e-07, + 3.026975718967151e-07, + 3.0241065474001516e-07, + 3.021216627985268e-07, + 3.0183014132489916e-07, + 3.0154726005093835e-07, + 3.0126150818432507e-07, + 3.0098308911874483e-07, + 3.007031637025648e-07, + 3.0043372589716455e-07, + 3.0016525442988495e-07, + 2.998991419644881e-07, + 2.9963129577481595e-07, + 2.993676275764301e-07, + 2.991012877373578e-07, + 2.9883867114222085e-07, + 2.985743776662275e-07, + 2.983155127367354e-07, + 2.9805579515596037e-07, + 2.977955659844156e-07, + 2.975369000068895e-07, + 2.9727766559517477e-07, + 2.9701897119593923e-07, + 2.967534555864404e-07, + 2.964902421354054e-07, + 2.962275402751402e-07, + 2.9596986905744416e-07, + 2.9571381787718565e-07, + 2.9546470159402816e-07, + 2.9521473265958775e-07, + 2.949675206309621e-07, + 2.947188590951555e-07, + 2.9447201654875244e-07, + 2.9422690772662463e-07, + 2.9397207867987163e-07, + 2.937096326149913e-07, + 2.93448181309941e-07, + 2.9318132988009893e-07, + 2.92912375243759e-07, + 2.926446143192152e-07, + 2.923841009305761e-07, + 2.921236728070653e-07, + 2.918683890129614e-07, + 2.9162106329749804e-07, + 2.913818946126412e-07, + 2.9114247013239947e-07, + 2.909062004619045e-07, + 2.9066777074149286e-07, + 2.90424111426546e-07, + 2.901807647504029e-07, + 2.899392370636633e-07, + 2.896981357025652e-07, + 2.8945169106009416e-07, + 2.892071790938644e-07, + 2.8896130288558197e-07, + 2.8872176471850253e-07, + 2.884849550355284e-07, + 2.88246013724347e-07, + 2.8801471785300237e-07, + 2.877840188375558e-07, + 2.8755317771356204e-07, + 2.8732063128700247e-07, + 2.8708456056847353e-07, + 2.868492288143898e-07 + ], + [ + 0.00010000000474974513, + 8.556879765819758e-05, + 9.608512482373044e-05, + 0.0001966569252545014, + -0.00016240536933764815, + -3.4290387702640146e-05, + -9.482240784564056e-06, + -1.29773710000336e-07, + 3.6542362522595795e-06, + 5.5712157518428285e-06, + 6.429158474929864e-06, + 6.826624485256616e-06, + 6.988287623244105e-06, + 7.012188234511996e-06, + 6.96666256772005e-06, + 6.869812750665005e-06, + 6.754463811375899e-06, + 6.62086085867486e-06, + 6.483255219791317e-06, + 6.336908882076386e-06, + 6.1954201555636246e-06, + 6.068763923394727e-06, + 5.948273155809147e-06, + 5.835210686200298e-06, + 5.727577445213683e-06, + 5.615491772914538e-06, + 5.502085514308419e-06, + 5.393456831370713e-06, + 5.282605798129225e-06, + 5.1696906666620634e-06, + 5.059484919911483e-06, + 4.952589279128006e-06, + 4.862158675678074e-06, + 4.7739531510160305e-06, + 4.687815817305818e-06, + 4.609206825989531e-06, + 4.53447864856571e-06, + 4.462141077965498e-06, + 4.392826213006629e-06, + 4.319696472521173e-06, + 4.251392056175973e-06, + 4.177375103608938e-06, + 4.10388520322158e-06, + 4.0337822611036245e-06, + 3.961348284065025e-06, + 3.8910807234060485e-06, + 3.819194716925267e-06, + 3.756435489776777e-06, + 3.692196742122178e-06, + 3.6286953672970412e-06, + 3.5684170143213123e-06, + 3.5137195482093375e-06, + 3.4653023703867802e-06, + 3.4175509426859207e-06, + 3.37271012540441e-06, + 3.330545951030217e-06, + 3.2894947707973188e-06, + 3.248269877076382e-06, + 3.2066147923615063e-06, + 3.166708211210789e-06, + 3.127693162241485e-06, + 3.0913854516256833e-06, + 3.0571752631658455e-06, + 3.0258090646384517e-06, + 2.9956338494230295e-06, + 2.9670345611521043e-06, + 2.9389120754785836e-06, + 2.911584715548088e-06, + 2.8844028747698758e-06, + 2.8575620945048286e-06, + 2.8315632789599476e-06, + 2.805900521707372e-06, + 2.779985834422405e-06, + 2.7539801976672607e-06, + 2.7276560103928205e-06, + 2.7015130399377085e-06, + 2.6760721993923653e-06, + 2.6509105737204663e-06, + 2.6264121970598353e-06, + 2.60221690950857e-06, + 2.5780834675970254e-06, + 2.5544504751451313e-06, + 2.5319127416878473e-06, + 2.5096214812947437e-06, + 2.4875816961866803e-06, + 2.465638772264356e-06, + 2.4442556423309725e-06, + 2.422993475192925e-06, + 2.4019852844503475e-06, + 2.381856347710709e-06, + 2.362558689128491e-06, + 2.3437526124325814e-06, + 2.3253978724824265e-06, + 2.3071565919963177e-06, + 2.2890642412676243e-06, + 2.271167886647163e-06, + 2.2540723421116127e-06, + 2.236856516901753e-06, + 2.2197459657036234e-06, + 2.2029635147191584e-06, + 2.1863513666176004e-06, + 2.169773324567359e-06, + 2.153480181732448e-06, + 2.1375624328356935e-06, + 2.1221146653260803e-06, + 2.1068876776553225e-06, + 2.0918796508340165e-06, + 2.077150384138804e-06, + 2.062613248199341e-06, + 2.048469241344719e-06, + 2.0343338746897643e-06, + 2.020378815359436e-06, + 2.0066356682946207e-06, + 1.9932372197217774e-06, + 1.9797687400568975e-06, + 1.966594481928041e-06, + 1.9533665636117803e-06, + 1.940384208864998e-06, + 1.9273113593953894e-06, + 1.914606855279999e-06, + 1.9021714479094953e-06, + 1.8901629346146365e-06, + 1.878313128145237e-06, + 1.8667776657821378e-06, + 1.855255504779052e-06, + 1.843554969127581e-06, + 1.8320135950489203e-06, + 1.8204972320745583e-06, + 1.8090612456944655e-06, + 1.7977266679736204e-06, + 1.786697680472571e-06, + 1.7759668935468653e-06, + 1.7653618442636798e-06, + 1.7548302366776625e-06, + 1.7442613398088724e-06, + 1.7339415308015305e-06, + 1.7237416614079848e-06, + 1.7137316490334342e-06, + 1.703879092929128e-06, + 1.6940608702498139e-06, + 1.6845066284076893e-06, + 1.6750692566347425e-06, + 1.6657683090670616e-06, + 1.656535914662527e-06, + 1.647502472224005e-06, + 1.6385828303100425e-06, + 1.6296665990012116e-06, + 1.6208913393711555e-06, + 1.6121417729664245e-06, + 1.6035737644415349e-06, + 1.5951335399222444e-06, + 1.5867718730078195e-06, + 1.5786050653332495e-06, + 1.5704636098234914e-06, + 1.5624685829607188e-06, + 1.5545355154245044e-06, + 1.5464443094970193e-06, + 1.5384219977931934e-06, + 1.5303584177672747e-06, + 1.5223926084217965e-06, + 1.5145003544603242e-06, + 1.506526814409881e-06, + 1.4989211649663048e-06, + 1.4914251096342923e-06, + 1.4841300526313717e-06, + 1.476966531299695e-06, + 1.4699407984153368e-06, + 1.4631493741035229e-06, + 1.4565132460120367e-06, + 1.449972501177399e-06, + 1.4435107686949777e-06, + 1.4372018313224544e-06, + 1.4308684512798209e-06, + 1.4245683814806398e-06, + 1.4181180176819908e-06, + 1.41175655699044e-06, + 1.4054614894121187e-06, + 1.3992023468745174e-06, + 1.3930614386481466e-06, + 1.3870752582079149e-06, + 1.3814249086863128e-06, + 1.3755995951214572e-06, + 1.369606252410449e-06, + 1.363672481602407e-06, + 1.3577059689851012e-06, + 1.3517427532860893e-06, + 1.345799660157354e-06, + 1.339940240541182e-06, + 1.3343013733901898e-06, + 1.3287592537380988e-06, + 1.3231664297563839e-06, + 1.3175471167414798e-06, + 1.3119843060849234e-06, + 1.306435365222569e-06, + 1.301041493206867e-06, + 1.2955811143910978e-06, + 1.2904355344289797e-06, + 1.2853620319219772e-06, + 1.2803442359654582e-06, + 1.2754208000842482e-06, + 1.2706022971542552e-06, + 1.2657849310926395e-06, + 1.2608287534021656e-06, + 1.2559693232105928e-06, + 1.251083403985831e-06, + 1.24609664453601e-06, + 1.241274048879859e-06, + 1.2365238717393368e-06, + 1.2318459994276054e-06, + 1.2271497098481632e-06, + 1.2225098089402309e-06, + 1.2179300483694533e-06, + 1.213383256981615e-06, + 1.208722778756055e-06, + 1.204127670462185e-06, + 1.1995396107522538e-06, + 1.1949501868002699e-06, + 1.1903404129043338e-06, + 1.1858419384225272e-06, + 1.1814005347332568e-06, + 1.1770976016123313e-06, + 1.1728682238754118e-06, + 1.168522999250854e-06, + 1.1642862318694824e-06, + 1.1599819345065043e-06, + 1.15573732273333e-06, + 1.1515090818647877e-06, + 1.1473960057628574e-06, + 1.1434287898737239e-06, + 1.1395835599614657e-06, + 1.1357657285770983e-06, + 1.1319590385028278e-06, + 1.1280816352154943e-06, + 1.1242304935876746e-06, + 1.1202299674550886e-06, + 1.1163290309923468e-06, + 1.1123473768748227e-06, + 1.1083761819463689e-06, + 1.1044674010918243e-06, + 1.100703912015888e-06, + 1.0971355095534818e-06, + 1.0935521004284965e-06, + 1.089969941858726e-06, + 1.0864229125218117e-06, + 1.0828102858795319e-06, + 1.0792346074595116e-06, + 1.0756765504993382e-06, + 1.0720985983425635e-06, + 1.0686493396860897e-06, + 1.0652331638993928e-06, + 1.0619158956615138e-06, + 1.058645921148127e-06, + 1.0554330174272764e-06, + 1.0522550155656063e-06, + 1.049156367116666e-06, + 1.046108991431538e-06, + 1.0429605481476756e-06, + 1.0398537142464193e-06, + 1.036680259858258e-06, + 1.0335098750147154e-06, + 1.0302896953362506e-06, + 1.0270795200995053e-06, + 1.0238707091048127e-06, + 1.0206507568000234e-06, + 1.0174245517191594e-06, + 1.0142221071873792e-06, + 1.0110172752320068e-06, + 1.0078397281176876e-06, + 1.0047021987702465e-06, + 1.001589680527104e-06, + 9.984922826333786e-07, + 9.954475217455183e-07, + 9.924625601342996e-07, + 9.89543309515284e-07, + 9.866595291896374e-07, + 9.837616516961134e-07, + 9.809255061554722e-07, + 9.78163711806701e-07, + 9.754443226484e-07, + 9.726450116431806e-07, + 9.698594567453256e-07, + 9.671208545114496e-07, + 9.64467858466378e-07, + 9.616979923521285e-07, + 9.587344038664014e-07, + 9.55864038587606e-07, + 9.529842941446987e-07, + 9.5010261702555e-07, + 9.47253738559084e-07, + 9.44521275414445e-07, + 9.419757702744391e-07, + 9.393986033501278e-07, + 9.368437190460099e-07, + 9.342951443613856e-07, + 9.317224112237454e-07, + 9.291843525716104e-07, + 9.265821745430003e-07, + 9.239729479304515e-07, + 9.213948715114384e-07, + 9.188444209939917e-07, + 9.162662308881409e-07, + 9.137285132965189e-07, + 9.112131920119282e-07, + 9.088644219445996e-07, + 9.065445851774712e-07, + 9.042023521033116e-07, + 9.019331059789693e-07, + 8.996332780952798e-07, + 8.973076432994276e-07, + 8.94969900855358e-07, + 8.926339774006919e-07, + 8.903050456865458e-07, + 8.880109021447424e-07, + 8.85743759226898e-07, + 8.834867344376107e-07, + 8.81226242199773e-07, + 8.789273806542042e-07, + 8.766448331698484e-07, + 8.743477337702643e-07, + 8.720301138964714e-07, + 8.697668931745284e-07, + 8.675179401507194e-07, + 8.653472036712628e-07, + 8.632305252831429e-07, + 8.611495445620676e-07, + 8.590982929490565e-07, + 8.570313525524398e-07, + 8.549444601158029e-07, + 8.529258366252179e-07, + 8.509189797223371e-07, + 8.489189440297196e-07, + 8.468411465401005e-07, + 8.447572099612444e-07, + 8.426430895269732e-07, + 8.404971936215588e-07, + 8.383380531995499e-07, + 8.361585628335888e-07, + 8.340327894984512e-07, + 8.31955844660115e-07, + 8.29938016977394e-07, + 8.279203598249296e-07, + 8.259341939265141e-07, + 8.239551902988751e-07, + 8.219266760534083e-07, + 8.198852583518601e-07, + 8.17816044218489e-07, + 8.157444426615257e-07, + 8.137160989463155e-07, + 8.115706009448331e-07, + 8.094242502920679e-07, + 8.072810828707588e-07, + 8.051682129917026e-07, + 8.030409048842557e-07, + 8.00949067070178e-07, + 7.988538186509686e-07, + 7.968948239067686e-07, + 7.949185487632349e-07, + 7.929719458843465e-07, + 7.910641102171212e-07, + 7.892106168583268e-07, + 7.873273943914683e-07, + 7.854998784750933e-07, + 7.836551958462223e-07, + 7.817766913831292e-07, + 7.799113177497929e-07, + 7.780039936733374e-07, + 7.760479547869181e-07, + 7.740866294625448e-07, + 7.720247481302067e-07, + 7.700076594119309e-07, + 7.680545763832924e-07, + 7.660959226996056e-07, + 7.641986030648695e-07, + 7.623343662999105e-07, + 7.604922984683071e-07, + 7.586177162011154e-07, + 7.568338560304255e-07, + 7.550464147243474e-07, + 7.532825634370965e-07, + 7.515020001847006e-07, + 7.49756395634904e-07, + 7.480446697627485e-07, + 7.464829536729667e-07, + 7.448934411513619e-07, + 7.432765869452851e-07, + 7.416379617097846e-07, + 7.399839319077728e-07, + 7.382708986369835e-07, + 7.365604801634618e-07, + 7.347850328187633e-07, + 7.330322091547714e-07, + 7.31304908185848e-07, + 7.296105763998639e-07, + 7.279530223058828e-07, + 7.263910219990066e-07, + 7.248580686791684e-07, + 7.233473979795235e-07, + 7.218437758638174e-07, + 7.20330490366905e-07, + 7.18812543709646e-07, + 7.173111384872755e-07, + 7.158025141507096e-07, + 7.142844538066129e-07, + 7.127850949473213e-07, + 7.112700473044242e-07, + 7.097634693309374e-07, + 7.083185664669145e-07, + 7.068890681694029e-07, + 7.054187562971492e-07, + 7.039915885798109e-07, + 7.025853392406134e-07, + 7.011977345428022e-07, + 6.998169510552543e-07, + 6.98447763625154e-07, + 6.97053565090755e-07, + 6.957019991205016e-07, + 6.943357107047632e-07, + 6.92921162226412e-07, + 6.914784194123058e-07, + 6.899801405779726e-07, + 6.884521326355753e-07, + 6.869358344374632e-07, + 6.854119760646427e-07, + 6.838924377916555e-07, + 6.823714784331969e-07, + 6.808585908402165e-07, + 6.794520572839247e-07, + 6.780401804462599e-07, + 6.766450155737402e-07, + 6.752618446626002e-07, + 6.739097102581582e-07, + 6.725471166646457e-07, + 6.711516675750318e-07, + 6.697342769257375e-07, + 6.683213200631144e-07, + 6.669071126452764e-07, + 6.655048423453991e-07, + 6.641252525696473e-07, + 6.627579409723694e-07, + 6.614144467675942e-07, + 6.600942583645519e-07, + 6.587974326066615e-07, + 6.575227757821267e-07, + 6.562743806171056e-07, + 6.549927888954699e-07, + 6.53734900879499e-07, + 6.524976470245747e-07, + 6.512936465696839e-07, + 6.500532094833034e-07, + 6.488315307251469e-07, + 6.475908662650909e-07, + 6.463301929215959e-07, + 6.450355272136221e-07, + 6.437640536205436e-07, + 6.424746743505239e-07, + 6.411548838514136e-07, + 6.397883680619998e-07, + 6.384337325471279e-07, + 6.371421932271915e-07, + 6.358984023790981e-07, + 6.346376153487654e-07, + 6.333422675197653e-07, + 6.321170644696394e-07, + 6.309329023679311e-07, + 6.29743340141431e-07, + 6.285243330239609e-07, + 6.272970836107561e-07, + 6.260747227315733e-07, + 6.248992576729506e-07, + 6.237062279979e-07, + 6.225061497389106e-07, + 6.21320054960961e-07, + 6.201530027283297e-07, + 6.189601435835357e-07, + 6.17783484813117e-07, + 6.166175126054441e-07, + 6.154602374408569e-07, + 6.143390010038274e-07, + 6.132216299192805e-07, + 6.120920374996786e-07, + 6.109680157351249e-07, + 6.098571248003282e-07, + 6.087306019253447e-07, + 6.075891860746196e-07, + 6.064200306354905e-07, + 6.052715662008268e-07, + 6.041432243364397e-07, + 6.029937935636553e-07, + 6.018350973135966e-07, + 6.00665771344211e-07, + 5.995156016069814e-07, + 5.983618507343635e-07, + 5.972127610220923e-07, + 5.960447992947593e-07, + 5.949098635937844e-07, + 5.937640139563882e-07, + 5.926121957600117e-07, + 5.914719736210827e-07, + 5.903650048821873e-07, + 5.892416652386601e-07, + 5.88126795264543e-07, + 5.870052746104193e-07, + 5.859479301761894e-07, + 5.849033186677843e-07, + 5.838811603098293e-07, + 5.828543407915276e-07, + 5.818608315166784e-07, + 5.808790319861146e-07, + 5.798875690743444e-07, + 5.788759267488786e-07, + 5.778793479294109e-07, + 5.768653181803529e-07, + 5.758966494795459e-07, + 5.749394063059299e-07, + 5.739671564697346e-07, + 5.730092311750923e-07, + 5.721003617509268e-07, + 5.712142865377245e-07, + 5.70317297388101e-07, + 5.694055289495736e-07, + 5.684954658136121e-07, + 5.676278078681207e-07, + 5.667462232850085e-07, + 5.658644113282207e-07, + 5.649634431392769e-07, + 5.640932272399368e-07, + 5.632141437672544e-07, + 5.62311811336258e-07, + 5.613891858047282e-07, + 5.604289867733314e-07, + 5.594793606178428e-07, + 5.585021085607877e-07, + 5.57531279810064e-07, + 5.565128731177538e-07, + 5.555016855396389e-07, + 5.545097110370989e-07, + 5.535159743885743e-07, + 5.525472488443484e-07, + 5.515952921086864e-07, + 5.50655386177823e-07, + 5.497325332726177e-07, + 5.48827870261448e-07, + 5.479462856783357e-07, + 5.470827773024212e-07, + 5.462482022267068e-07, + 5.454029974316654e-07, + 5.445388069347246e-07, + 5.436705805550446e-07, + 5.427897917797964e-07, + 5.418770570031484e-07, + 5.40947723948193e-07, + 5.400161739999021e-07, + 5.390407409322506e-07, + 5.380550760492042e-07, + 5.370461053644249e-07, + 5.360365094020381e-07, + 5.35045785454713e-07, + 5.340605184755987e-07, + 5.330743988452014e-07, + 5.321289791027084e-07, + 5.311772497407219e-07, + 5.302649128680059e-07, + 5.2937053851565e-07, + 5.284962298901519e-07, + 5.27618965406873e-07, + 5.26758526575577e-07, + 5.259074100649741e-07, + 5.250603862805292e-07, + 5.24201254847867e-07, + 5.233326305642549e-07, + 5.224952133175975e-07, + 5.216228942117596e-07, + 5.207515982874611e-07, + 5.198647841098136e-07, + 5.189806415728526e-07, + 5.181063329473545e-07, + 5.172112196305534e-07, + 5.163324203749653e-07, + 5.154564064469014e-07, + 5.14563453180017e-07, + 5.136745357958716e-07, + 5.128267730469815e-07, + 5.119790102980915e-07, + 5.111354539621971e-07, + 5.102969566905813e-07, + 5.094846642350603e-07, + 5.0869130063802e-07, + 5.079188554191205e-07, + 5.071338478046528e-07, + 5.063544676886522e-07, + 5.055618430560571e-07, + 5.047813260716794e-07, + 5.039996722189244e-07, + 5.032367766943935e-07, + 5.024767233408056e-07, + 5.017140551899502e-07, + 5.009683263779152e-07, + 5.002260650144308e-07, + 4.994889764020627e-07, + 4.987736019756994e-07, + 4.980694825462706e-07, + 4.973275053998805e-07, + 4.965950211044401e-07, + 4.958870363225287e-07, + 4.951899654770386e-07, + 4.944828333464102e-07, + 4.937715516462049e-07, + 4.93042136895383e-07, + 4.923169285575568e-07, + 4.916059310744458e-07, + 4.90870377234387e-07, + 4.90139768771769e-07, + 4.89406318138208e-07, + 4.886671831627609e-07, + 4.879328230344981e-07, + 4.87215345401637e-07, + 4.86505598473741e-07, + 4.858129045715032e-07, + 4.851456196774961e-07, + 4.844745831178443e-07, + 4.838058771383658e-07, + 4.831479145650519e-07, + 4.825011501452536e-07, + 4.818542151951988e-07, + 4.8120847395694e-07, + 4.805697244592011e-07, + 4.799251200893195e-07, + 4.792831305167056e-07, + 4.786413114743482e-07, + 4.779970481649798e-07, + 4.773550585923658e-07, + 4.7672119762864895e-07, + 4.760841818551853e-07, + 4.7544369863317115e-07, + 4.748007143007271e-07, + 4.741740156077867e-07, + 4.7353316290354996e-07, + 4.7290447469094943e-07, + 4.7227058530552313e-07, + 4.716436592389073e-07, + 4.7099078415158147e-07, + 4.703337310729694e-07, + 4.69690064619499e-07, + 4.690475350344059e-07, + 4.6843064183121896e-07, + 4.6780419893366343e-07, + 4.671958038215962e-07, + 4.665772621592623e-07, + 4.6596790070907446e-07, + 4.6537016373804363e-07, + 4.647846481020679e-07, + 4.641898385671084e-07, + 4.635840866740182e-07, + 4.629902434771793e-07, + 4.6239068751674495e-07, + 4.618071329787199e-07, + 4.612069801623875e-07, + 4.6061035163802444e-07, + 4.5999843223398784e-07, + 4.5939043502585264e-07, + 4.587911064390937e-07, + 4.5818688931831275e-07, + 4.5758440592180705e-07, + 4.56985134178467e-07, + 4.564008122542873e-07, + 4.558117154829233e-07, + 4.552234429411328e-07, + 4.5464221898328105e-07, + 4.540669920061191e-07, + 4.53495914598534e-07, + 4.529363195615588e-07, + 4.5237939616527e-07, + 4.518279297371919e-07, + 4.51284932978524e-07, + 4.507625419591932e-07, + 4.502467163547408e-07, + 4.4972057366976514e-07, + 4.4918027697349316e-07, + 4.4862602521789086e-07, + 4.480863253775169e-07, + 4.47536194769782e-07, + 4.469834493647795e-07, + 4.4642129637395556e-07, + 4.4584723468688026e-07, + 4.452799657883588e-07, + 4.447299204457522e-07, + 4.4419206801649125e-07, + 4.4365054918671376e-07, + 4.431133788784791e-07, + 4.425814665864891e-07, + 4.4205634708305297e-07, + 4.4153117073619796e-07, + 4.4101167873122904e-07, + 4.4048837821719644e-07, + 4.399680335609446e-07, + 4.3944010030827485e-07, + 4.3891745349355915e-07, + 4.383987857181637e-07, + 4.378861149234581e-07, + 4.3739009925047867e-07, + 4.36877030551841e-07, + 4.363669177109841e-07, + 4.358649050573149e-07, + 4.35376449559044e-07, + 4.3488864776008995e-07, + 4.343983164289966e-07, + 4.3391204940235184e-07, + 4.334193874910852e-07, + 4.3294360807522025e-07, + 4.324576536873792e-07, + 4.3196945398449316e-07, + 4.314780710501509e-07, + 4.309767120957986e-07, + 4.304667129417794e-07, + 4.299491251913423e-07, + 4.294262510029512e-07, + 4.289132391477324e-07, + 4.2840525793508277e-07, + 4.278847711702838e-07, + 4.2736655814223923e-07, + 4.2686383494583424e-07, + 4.2637185515559395e-07, + 4.2587652160364087e-07, + 4.253901977335772e-07, + 4.248959442065825e-07, + 4.243971432060789e-07, + 4.239027191488276e-07, + 4.2341778794252605e-07, + 4.2292646185160265e-07, + 4.2242598397024267e-07, + 4.219254208237544e-07, + 4.2142150391555333e-07, + 4.20931570488392e-07, + 4.2044456449730205e-07, + 4.1995770061475923e-07, + 4.194565406123729e-07, + 4.189577964552882e-07, + 4.1845370901683054e-07, + 4.179552490768401e-07, + 4.174435446202551e-07, + 4.1693047592161747e-07, + 4.164007521012536e-07, + 4.158836190981674e-07, + 4.153771442361176e-07, + 4.148784285007423e-07, + 4.14384004443491e-07, + 4.1389523630641634e-07, + 4.1340999246131105e-07, + 4.1292960872851836e-07, + 4.124671022509574e-07, + 4.120024357234797e-07, + 4.1151972141051374e-07, + 4.11034250191733e-07, + 4.105519053609896e-07, + 4.1007800177794707e-07, + 4.0961208469525445e-07, + 4.0914673604675045e-07, + 4.086780904799525e-07, + 4.082017710516084e-07, + 4.077421351666999e-07, + 4.072906563123979e-07, + 4.0684244595468044e-07, + 4.063823837441305e-07, + 4.0591373817733256e-07, + 4.0544856005908514e-07, + 4.049871904499014e-07, + 4.04522410235586e-07, + 4.0406311541119067e-07, + 4.036040479604708e-07, + 4.031410583138495e-07, + 4.026799160783412e-07, + 4.0222920461019385e-07, + 4.0177337723434903e-07, + 4.0132218259714136e-07, + 4.008833229818265e-07, + 4.0044886873147334e-07, + 4.0001540924095025e-07, + 3.995826318714535e-07, + 3.9913678051561874e-07, + 3.9869016177362937e-07, + 3.9824479358685494e-07, + 3.9780226757102355e-07, + 3.973460422912467e-07, + 3.9686838704255933e-07, + 3.963955350627657e-07, + 3.95928225316311e-07, + 3.9547285268781707e-07, + 3.9502208437625086e-07, + 3.945712876429752e-07, + 3.9411764873875654e-07, + 3.9366793203043926e-07, + 3.9323194300777686e-07, + 3.928007572540082e-07, + 3.9236630300365505e-07, + 3.9193565726236557e-07, + 3.9152041608758736e-07, + 3.911140993295703e-07, + 3.9070769730642496e-07, + 3.9030589960020734e-07, + 3.899137936969055e-07, + 3.895100633144466e-07, + 3.8911252886464354e-07, + 3.8871115748406737e-07, + 3.8830236803732987e-07, + 3.878788561451074e-07, + 3.87459834882975e-07, + 3.870185310006491e-07, + 3.865839346417488e-07, + 3.8614550135207537e-07, + 3.8571042182411475e-07, + 3.852850625207793e-07, + 3.848558662866708e-07, + 3.844465084057447e-07, + 3.840314946046419e-07, + 3.83642486667668e-07, + 3.832499828604341e-07, + 3.8285460846054775e-07, + 3.8246497524596634e-07, + 3.8207059560591006e-07, + 3.816845435267169e-07, + 3.8129422819110914e-07, + 3.8090919929345546e-07, + 3.8050583839321916e-07, + 3.801006585035793e-07, + 3.796928638166719e-07, + 3.7928495544292673e-07, + 3.7887301118644245e-07, + 3.784651312344067e-07, + 3.7804787211825897e-07, + 3.7762615079373063e-07, + 3.7721673606938566e-07, + 3.7680430864384107e-07, + 3.7638906746906287e-07, + 3.759614060072636e-07, + 3.755178568098927e-07, + 3.750805888103059e-07, + 3.7463874491550087e-07, + 3.742033527487365e-07, + 3.73772309103515e-07, + 3.733313462817023e-07, + 3.7290223531272204e-07, + 3.7247400541673414e-07, + 3.7205577996246575e-07, + 3.716399419317895e-07, + 3.7121688478691794e-07, + 3.707970108735026e-07, + 3.70376199043676e-07, + 3.6995993468735833e-07, + 3.6953520066163037e-07, + 3.6911404777129064e-07, + 3.68707361531051e-07, + 3.683160798573226e-07, + 3.6792917512684653e-07, + 3.6753743870576727e-07, + 3.671372041935683e-07, + 3.6674396142188925e-07, + 3.663455174773844e-07, + 3.659413607692841e-07, + 3.6553291238305974e-07, + 3.651100541901542e-07, + 3.646777031462989e-07, + 3.642514627699711e-07, + 3.6382047596816847e-07, + 3.633975040884252e-07, + 3.629780565006513e-07, + 3.6256960811442696e-07, + 3.6216363241692306e-07, + 3.6174921547171834e-07, + 3.613468209096027e-07, + 3.6094314737056266e-07, + 3.6054939300811384e-07, + 3.601555249588273e-07, + 3.5975745049654506e-07, + 3.593607402763155e-07, + 3.589557024952228e-07, + 3.585563774777256e-07, + 3.5816117360809585e-07, + 3.5776378126683994e-07, + 3.5737247117140214e-07, + 3.569837474515225e-07, + 3.5659743957694445e-07, + 3.562174697435694e-07, + 3.5584352531259356e-07, + 3.5547409993341716e-07, + 3.5511428109202825e-07, + 3.547633866674005e-07, + 3.544094795415731e-07, + 3.540496607001842e-07, + 3.5368955764170096e-07, + 3.5332851666680654e-07, + 3.5296901046422136e-07, + 3.5259677133581135e-07, + 3.5222788596911414e-07, + 3.5185763636036427e-07, + 3.514791444558796e-07, + 3.5109641771668976e-07, + 3.507194605845143e-07, + 3.503367338453245e-07, + 3.499510512483539e-07, + 3.4955306205119996e-07, + 3.491587960979814e-07, + 3.4875640153586573e-07, + 3.4834752682399994e-07, + 3.479477754808613e-07, + 3.475568348676461e-07, + 3.4716094887699e-07, + 3.46777682125321e-07, + 3.4640922308426525e-07, + 3.4605315590852115e-07, + 3.4569831086628255e-07, + 3.4535926829448726e-07, + 3.4502514267842344e-07, + 3.4469172760509537e-07, + 3.4435714724168065e-07, + 3.4403333870614006e-07, + 3.437033058162342e-07, + 3.433729602875246e-07, + 3.43042017902917e-07, + 3.4269467619196803e-07, + 3.423438386107591e-07, + 3.419893630507431e-07, + 3.4163574014201004e-07, + 3.41282515137209e-07, + 3.4091848988282436e-07, + 3.4055662467835646e-07, + 3.401903256872174e-07, + 3.398266983367648e-07, + 3.3946980693144724e-07, + 3.391125744656165e-07, + 3.3876028737722663e-07, + 3.384108993031987e-07, + 3.380666271368682e-07, + 3.3772772667362005e-07, + 3.3737828175617324e-07, + 3.3702886526043585e-07, + 3.3668260357444524e-07, + 3.363366829489678e-07, + 3.359863285368192e-07, + 3.3564114687578694e-07, + 3.3529843790347513e-07, + 3.349582300415932e-07, + 3.346191874697979e-07, + 3.3429421364417067e-07, + 3.339737872920523e-07, + 3.336609211146424e-07, + 3.3334947602270404e-07, + 3.330429194647877e-07, + 3.327355386772979e-07, + 3.3242935160160414e-07, + 3.3212762673429097e-07, + 3.318202743685106e-07, + 3.3151249567708874e-07, + 3.3119530939984543e-07, + 3.308831537651713e-07, + 3.305655980057054e-07, + 3.3024895174094127e-07, + 3.299312538729282e-07, + 3.29608724314312e-07, + 3.2927505344559904e-07, + 3.289418657459464e-07, + 3.2860359056030575e-07, + 3.282658269654348e-07, + 3.279281486356922e-07, + 3.2758006796029804e-07, + 3.2724111065363104e-07, + 3.268980037773872e-07, + 3.2654963888489874e-07, + 3.262106247348129e-07, + 3.2587070109002525e-07, + 3.2553677442592743e-07, + 3.251964812989172e-07, + 3.2485849033037084e-07, + 3.2452712162012176e-07, + 3.2420095408269844e-07, + 3.238680506001401e-07, + 3.2354014933844155e-07, + 3.232145786569163e-07, + 3.228948060041148e-07, + 3.225672458029294e-07, + 3.2224471624431317e-07, + 3.219186055503087e-07, + 3.2159042007151584e-07, + 3.2125669235938403e-07, + 3.209295584838401e-07, + 3.205964276276063e-07, + 3.2026215990299534e-07, + 3.199288869382144e-07, + 3.1960649948814535e-07, + 3.192897395365435e-07, + 3.1895430652184587e-07, + 3.186275137068151e-07, + 3.183066041856364e-07, + 3.179820566856506e-07, + 3.176695599904633e-07, + 3.1736112759972457e-07, + 3.17037915920082e-07, + 3.167085935729119e-07, + 3.163878545819898e-07, + 3.160828327963827e-07, + 3.1577448567077226e-07 + ], + [ + 9.999999747378752e-05, + 0.00010063476656796411, + 0.0004897349863313138, + -5.8055517001776025e-05, + -1.086241718439851e-05, + 5.296920448927267e-07, + 5.128148131916532e-06, + 7.584808827232337e-06, + 8.579413588449825e-06, + 8.929660907597281e-06, + 8.964216249296442e-06, + 8.839457223075442e-06, + 8.63048990140669e-06, + 8.396848897973541e-06, + 8.137750228343066e-06, + 7.854127943573985e-06, + 7.58833994041197e-06, + 7.330040716624353e-06, + 7.079984698066255e-06, + 6.848190878372407e-06, + 6.641531854256755e-06, + 6.4591868067509495e-06, + 6.2869262364984024e-06, + 6.123134426161414e-06, + 5.9686631175281946e-06, + 5.821156719321152e-06, + 5.680798039975343e-06, + 5.547206910705427e-06, + 5.417185093392618e-06, + 5.294493348628748e-06, + 5.179254458198557e-06, + 5.071058239991544e-06, + 4.9657837735139765e-06, + 4.866555173066445e-06, + 4.774177796207368e-06, + 4.686486590799177e-06, + 4.602319677360356e-06, + 4.521420123637654e-06, + 4.444498699740507e-06, + 4.3712179831345566e-06, + 4.298652584111551e-06, + 4.22950643041986e-06, + 4.1607149796618614e-06, + 4.095237272849772e-06, + 4.031403477711137e-06, + 3.968374585383572e-06, + 3.909082806785591e-06, + 3.851177098113112e-06, + 3.797039653363754e-06, + 3.7438464914885117e-06, + 3.6922394883731613e-06, + 3.643113359430572e-06, + 3.5950445180787938e-06, + 3.5495656902639894e-06, + 3.50592085851531e-06, + 3.463477469267673e-06, + 3.421921746848966e-06, + 3.3812304991442943e-06, + 3.3414039535273332e-06, + 3.3021372018993134e-06, + 3.263813141529681e-06, + 3.226640274078818e-06, + 3.1897805001790402e-06, + 3.15329657496477e-06, + 3.1174017749435734e-06, + 3.08109065372264e-06, + 3.0440796763286926e-06, + 3.007671466548345e-06, + 2.972428092107293e-06, + 2.938262241514167e-06, + 2.905508836192894e-06, + 2.8750114324793685e-06, + 2.8459171517170034e-06, + 2.8182428195577813e-06, + 2.791330189211294e-06, + 2.7647317892842693e-06, + 2.7384294298826717e-06, + 2.7122641768073663e-06, + 2.687038204385317e-06, + 2.6621107735991245e-06, + 2.6376503683422925e-06, + 2.6134673589695012e-06, + 2.5904846552293748e-06, + 2.5678473321022466e-06, + 2.545668849052163e-06, + 2.5238323360099457e-06, + 2.5023200578289106e-06, + 2.4812695755827008e-06, + 2.4600212782388553e-06, + 2.4391467832174385e-06, + 2.418684289295925e-06, + 2.3985585357877426e-06, + 2.3791669718775665e-06, + 2.3604729904036503e-06, + 2.342044126635301e-06, + 2.3242791939992458e-06, + 2.307134082002449e-06, + 2.290413249284029e-06, + 2.2738163352187257e-06, + 2.257652568005142e-06, + 2.2417975742428098e-06, + 2.2254525902098976e-06, + 2.2092431208875496e-06, + 2.193140062445309e-06, + 2.1769797058368567e-06, + 2.160981694032671e-06, + 2.1458604351209942e-06, + 2.1309042494976893e-06, + 2.116431005561026e-06, + 2.102440930684679e-06, + 2.0886041056655813e-06, + 2.074830263154581e-06, + 2.061170789602329e-06, + 2.0477393718465464e-06, + 2.034377303061774e-06, + 2.021559112108662e-06, + 2.009017180171213e-06, + 1.996745368160191e-06, + 1.9845442693622317e-06, + 1.9723599962162552e-06, + 1.9599835923145292e-06, + 1.947739974639262e-06, + 1.9353469724592287e-06, + 1.9230124053137843e-06, + 1.9109520508209243e-06, + 1.8991437400472932e-06, + 1.8874263787438395e-06, + 1.87586647371063e-06, + 1.864573505372391e-06, + 1.8534935861680424e-06, + 1.8425987491355045e-06, + 1.8319176433578832e-06, + 1.8214103647551383e-06, + 1.8111146573573933e-06, + 1.801125335987308e-06, + 1.7913498595589772e-06, + 1.7815284536482068e-06, + 1.7718564322422026e-06, + 1.7622381847104407e-06, + 1.7527368072478566e-06, + 1.7432076901968685e-06, + 1.7337744111500797e-06, + 1.7245286016986938e-06, + 1.715313828754006e-06, + 1.7064053281501401e-06, + 1.6974504433164839e-06, + 1.688675524746941e-06, + 1.6800674984551733e-06, + 1.6715914625820005e-06, + 1.6631719290671754e-06, + 1.6547172663194942e-06, + 1.6463991414639167e-06, + 1.638192202335631e-06, + 1.6301174809996155e-06, + 1.6221823671003222e-06, + 1.6143621905939654e-06, + 1.6068108834588202e-06, + 1.599136226104747e-06, + 1.5914858977339463e-06, + 1.5838119225008995e-06, + 1.5761436316097388e-06, + 1.568521952322044e-06, + 1.560609916850808e-06, + 1.5526692322964664e-06, + 1.544843598821899e-06, + 1.5372193047369365e-06, + 1.5297578102035914e-06, + 1.5223995433188975e-06, + 1.5154266748140799e-06, + 1.508583750364778e-06, + 1.5018791827969835e-06, + 1.4952000810808386e-06, + 1.488500856794417e-06, + 1.481820504523057e-06, + 1.4750625041415333e-06, + 1.4682938171972637e-06, + 1.4616042562920484e-06, + 1.4549993920809356e-06, + 1.4484693338090437e-06, + 1.442049892830255e-06, + 1.4356328392750584e-06, + 1.4292469359133975e-06, + 1.4228201052901568e-06, + 1.4164940012051375e-06, + 1.410165509696526e-06, + 1.4039194411452627e-06, + 1.3978279866933008e-06, + 1.391912519466132e-06, + 1.3861089200872811e-06, + 1.3802758758174605e-06, + 1.3744520401814952e-06, + 1.368637981613574e-06, + 1.3628520036945702e-06, + 1.3570630699177855e-06, + 1.3513266594600282e-06, + 1.3457446357278968e-06, + 1.340285734841018e-06, + 1.3347882941161515e-06, + 1.3293180245455005e-06, + 1.3238650353741832e-06, + 1.318490376434056e-06, + 1.3130921843185206e-06, + 1.3076992217975203e-06, + 1.3024064173805527e-06, + 1.2972238891961752e-06, + 1.2921171901325579e-06, + 1.2870667660536128e-06, + 1.2821861901102238e-06, + 1.2773701882906607e-06, + 1.2725668057100847e-06, + 1.267759671463864e-06, + 1.2629878938241745e-06, + 1.2582742101585609e-06, + 1.253462642125669e-06, + 1.2486915466070059e-06, + 1.2439417105269968e-06, + 1.2392288226692472e-06, + 1.2346123412498855e-06, + 1.2300270100240596e-06, + 1.2255063666088972e-06, + 1.2210529121148284e-06, + 1.216628220390703e-06, + 1.2122450243623462e-06, + 1.207867626362713e-06, + 1.203483293465979e-06, + 1.199153984998702e-06, + 1.1949591680604499e-06, + 1.1908239230251638e-06, + 1.186809072351025e-06, + 1.1828919923573267e-06, + 1.1789702512032818e-06, + 1.1750634030249785e-06, + 1.1711547358572716e-06, + 1.1672241271298844e-06, + 1.1632670293693081e-06, + 1.1592793498493847e-06, + 1.1552111800483544e-06, + 1.1510583135532215e-06, + 1.1468694083305309e-06, + 1.14257522909611e-06, + 1.138241486842162e-06, + 1.134029389504576e-06, + 1.1299520110696903e-06, + 1.1256331617914839e-06, + 1.1213946891075466e-06, + 1.1173270877407049e-06, + 1.1132510735478718e-06, + 1.109041818381229e-06, + 1.1049410204577725e-06, + 1.1009050240318174e-06, + 1.0968468586725066e-06, + 1.092832349058881e-06, + 1.088774638446921e-06, + 1.0847812745851115e-06, + 1.080846345757891e-06, + 1.0768460469989805e-06, + 1.0727047765612951e-06, + 1.0683316986614955e-06, + 1.0640183063514996e-06, + 1.0594498007776565e-06, + 1.0548353657213738e-06, + 1.05026390428975e-06, + 1.0456153631821508e-06, + 1.0409901278762845e-06, + 1.0363426099502249e-06, + 1.0318158274458256e-06, + 1.0273033694829792e-06, + 1.0227947768726153e-06, + 1.0182405958403251e-06, + 1.0136212722500204e-06, + 1.0090462865264271e-06, + 1.004465957521461e-06, + 9.998707355407532e-07, + 9.95350433186104e-07, + 9.908587799145607e-07, + 9.86355075838219e-07, + 9.817753152674413e-07, + 9.771687246029614e-07, + 9.725516747494112e-07, + 9.680090897745686e-07, + 9.635715514377807e-07, + 9.593404683982953e-07, + 9.551602033752715e-07, + 9.509416827313544e-07, + 9.466936603530485e-07, + 9.424800850865722e-07, + 9.381543577546836e-07, + 9.337969117950706e-07, + 9.295858944824431e-07, + 9.254603696717822e-07, + 9.213425187226676e-07, + 9.172423460768186e-07, + 9.132893978858192e-07, + 9.093507742363727e-07, + 9.055104897015553e-07, + 9.016998205879645e-07, + 8.979630479188927e-07, + 8.943768534663832e-07, + 8.908503446036775e-07, + 8.872859211805917e-07, + 8.838748044581735e-07, + 8.804312301435857e-07, + 8.769756618676183e-07, + 8.734631364859524e-07, + 8.700556008989224e-07, + 8.667502129355853e-07, + 8.633371066935069e-07, + 8.599750458415656e-07, + 8.566801170672989e-07, + 8.534237849744386e-07, + 8.501228307977726e-07, + 8.468317673759884e-07, + 8.435662834926916e-07, + 8.403254696531803e-07, + 8.372030038117373e-07, + 8.341299917447031e-07, + 8.310565249303181e-07, + 8.279296821456228e-07, + 8.248658218690252e-07, + 8.218636935453105e-07, + 8.188180800061673e-07, + 8.158187938533956e-07, + 8.128466788548394e-07, + 8.099033834696456e-07, + 8.070096555456985e-07, + 8.04153614808456e-07, + 8.01321505150554e-07, + 7.984764351931517e-07, + 7.956871854730707e-07, + 7.929871799206012e-07, + 7.90307069564733e-07, + 7.875897836129298e-07, + 7.848873337934492e-07, + 7.82233769314189e-07, + 7.796183467689843e-07, + 7.769783678668318e-07, + 7.743548167127301e-07, + 7.717276275798213e-07, + 7.69180644510925e-07, + 7.666272381356976e-07, + 7.640566650479741e-07, + 7.614870582983713e-07, + 7.589528649987187e-07, + 7.564647717117623e-07, + 7.53951724163926e-07, + 7.514884146075929e-07, + 7.49025389268354e-07, + 7.466350666618382e-07, + 7.442852734129701e-07, + 7.419316716550384e-07, + 7.396019441330282e-07, + 7.372536288130505e-07, + 7.349546535806439e-07, + 7.326367494897568e-07, + 7.30283545635757e-07, + 7.280077056748269e-07, + 7.257547167682787e-07, + 7.235374823721941e-07, + 7.21353501376143e-07, + 7.191841859821579e-07, + 7.170376647991361e-07, + 7.148445320126484e-07, + 7.126831746973039e-07, + 7.104891892595333e-07, + 7.083017976583506e-07, + 7.061083806547686e-07, + 7.039977845124668e-07, + 7.01949261383561e-07, + 6.999094921411597e-07, + 6.979647650950938e-07, + 6.960186169635563e-07, + 6.94122206823522e-07, + 6.922060151737242e-07, + 6.902986910972686e-07, + 6.883986429784272e-07, + 6.864594297439908e-07, + 6.845123721177515e-07, + 6.82518475514371e-07, + 6.805543648624734e-07, + 6.786044650652912e-07, + 6.766735509700084e-07, + 6.747615657332062e-07, + 6.728557195856411e-07, + 6.709335593768628e-07, + 6.690499390060722e-07, + 6.672004246865981e-07, + 6.654033768427325e-07, + 6.636084322053648e-07, + 6.618624865950551e-07, + 6.602165854019404e-07, + 6.585643177459133e-07, + 6.569011929968838e-07, + 6.552020295202965e-07, + 6.535320267175848e-07, + 6.518801001220709e-07, + 6.501841767203587e-07, + 6.485147991952545e-07, + 6.468671358561551e-07, + 6.4525119114478e-07, + 6.436340527216089e-07, + 6.419933242796105e-07, + 6.403308248081885e-07, + 6.386823088178062e-07, + 6.370567007252248e-07, + 6.354483161885582e-07, + 6.33818160622468e-07, + 6.321906766970642e-07, + 6.306014483925537e-07, + 6.290181318036048e-07, + 6.274142378970282e-07, + 6.25815516741568e-07, + 6.242092354113993e-07, + 6.225960760275484e-07, + 6.210017318153405e-07, + 6.194158572725428e-07, + 6.1780878013451e-07, + 6.162235308693198e-07, + 6.146228770376183e-07, + 6.130469500931213e-07, + 6.114912025623198e-07, + 6.099856477703725e-07, + 6.084920869398047e-07, + 6.070171707506233e-07, + 6.055956305317522e-07, + 6.042191103006189e-07, + 6.028964207871468e-07, + 6.015587246110954e-07, + 6.002454711051541e-07, + 5.989387545923819e-07, + 5.976064585411223e-07, + 5.962603495390795e-07, + 5.94881441884354e-07, + 5.934983846600517e-07, + 5.921176011725038e-07, + 5.907065769861219e-07, + 5.892918579775142e-07, + 5.879202262804029e-07, + 5.865592243026185e-07, + 5.852129447703192e-07, + 5.838998049512156e-07, + 5.82620600653172e-07, + 5.813742518512299e-07, + 5.80140522288275e-07, + 5.789097485831007e-07, + 5.776785769739945e-07, + 5.764407546848815e-07, + 5.75196224872343e-07, + 5.739398716286814e-07, + 5.726790277549298e-07, + 5.71407667848689e-07, + 5.701604095520452e-07, + 5.689337854164478e-07, + 5.677493390976451e-07, + 5.665783646691125e-07, + 5.654146093547752e-07, + 5.642841642838903e-07, + 5.631508201986435e-07, + 5.620233878289582e-07, + 5.608602577922284e-07, + 5.597054268946522e-07, + 5.585524149864796e-07, + 5.573949124482169e-07, + 5.562368983191845e-07, + 5.550636501538975e-07, + 5.538931873161346e-07, + 5.527255666493147e-07, + 5.515672114597692e-07, + 5.504074351847521e-07, + 5.492675541063363e-07, + 5.481173843691067e-07, + 5.469631219057192e-07, + 5.458353484755207e-07, + 5.447271291814104e-07, + 5.436154992821685e-07, + 5.424931828201807e-07, + 5.413984354163404e-07, + 5.403140903581516e-07, + 5.392245157054276e-07, + 5.381327810027869e-07, + 5.370544045035786e-07, + 5.36002232820465e-07, + 5.349608045435161e-07, + 5.339240374269139e-07, + 5.328962515704916e-07, + 5.318543685461918e-07, + 5.30809245447017e-07, + 5.29763781287329e-07, + 5.287024578137789e-07, + 5.27628799318336e-07, + 5.265604272608471e-07, + 5.255104156276502e-07, + 5.244864951237105e-07, + 5.234591071712202e-07, + 5.22437005656684e-07, + 5.214077987147903e-07, + 5.203787054597342e-07, + 5.193626293475972e-07, + 5.183393909646838e-07, + 5.173202453079284e-07, + 5.163198011359782e-07, + 5.153196980245411e-07, + 5.143234602655866e-07, + 5.133142622071318e-07, + 5.123135338180873e-07, + 5.113176939630648e-07, + 5.103291869090754e-07, + 5.093724553262291e-07, + 5.084216923023632e-07, + 5.074880959909933e-07, + 5.065936079517996e-07, + 5.056996315033757e-07, + 5.048389652984042e-07, + 5.039555048824695e-07, + 5.03074033986195e-07, + 5.022187679060153e-07, + 5.013769737161056e-07, + 5.005399543733802e-07, + 4.996955453862029e-07, + 4.988385171600385e-07, + 4.980007588528679e-07, + 4.971483917870501e-07, + 4.96320240017667e-07, + 4.954829364578472e-07, + 4.946585931975278e-07, + 4.938448796565353e-07, + 4.930153068016807e-07, + 4.922025595988089e-07, + 4.913845828014018e-07, + 4.905676860289532e-07, + 4.897531766800967e-07, + 4.889386673312401e-07, + 4.881115387433965e-07, + 4.873024295193318e-07, + 4.865135565523815e-07, + 4.857441808781005e-07, + 4.849738957091176e-07, + 4.842204930355365e-07, + 4.834670335185365e-07, + 4.827337534152321e-07, + 4.820059302801383e-07, + 4.812806650988932e-07, + 4.805500566362753e-07, + 4.7981632178562e-07, + 4.790998673342983e-07, + 4.783729536939063e-07, + 4.776721880261903e-07, + 4.769733550347155e-07, + 4.762728167406749e-07, + 4.7559868221469515e-07, + 4.749269919557264e-07, + 4.7427491267626465e-07, + 4.7362766508740606e-07, + 4.729892282284709e-07, + 4.7235707256731985e-07, + 4.71710336569231e-07, + 4.710688017439679e-07, + 4.704348839368322e-07, + 4.697745623616356e-07, + 4.6911563345020113e-07, + 4.684597456616757e-07, + 4.6779655349382665e-07, + 4.671455258176138e-07, + 4.664864547976322e-07, + 4.6584656843151606e-07, + 4.652127358895086e-07, + 4.645817455184442e-07, + 4.639518635940476e-07, + 4.6331717840075726e-07, + 4.6268337428045925e-07, + 4.620472964234068e-07, + 4.6141673237798386e-07, + 4.608003791872761e-07, + 4.6020454647077713e-07, + 4.596245730681403e-07, + 4.590458502207184e-07, + 4.584809119023703e-07, + 4.579167693918862e-07, + 4.5734068976344133e-07, + 4.567692997170525e-07, + 4.5620109290211985e-07, + 4.556436010716425e-07, + 4.550856544938142e-07, + 4.5452415520230716e-07, + 4.539731150998705e-07, + 4.5341576537794026e-07, + 4.5283513827598654e-07, + 4.5223876554700837e-07, + 4.5165785422796034e-07, + 4.510826272507984e-07, + 4.5050106223243347e-07, + 4.4990761693952663e-07, + 4.493369942792924e-07, + 4.487606872771721e-07, + 4.4819032041232276e-07, + 4.47609096454471e-07, + 4.470352052976523e-07, + 4.464763776468317e-07, + 4.4593153347705083e-07, + 4.453989674857439e-07, + 4.4485548755801574e-07, + 4.4433022594603244e-07, + 4.4383617137100373e-07, + 4.433406957105035e-07, + 4.428475222084671e-07, + 4.4235687823857006e-07, + 4.418683090534614e-07, + 4.4138590737929917e-07, + 4.408881295603351e-07, + 4.403773061767424e-07, + 4.398558530738228e-07, + 4.393371284550085e-07, + 4.3882315026166907e-07, + 4.383220186809922e-07, + 4.3782074499176815e-07, + 4.373308399863163e-07, + 4.368339148186351e-07, + 4.3635478164105734e-07, + 4.358908824997343e-07, + 4.354208726908837e-07, + 4.3493568568919727e-07, + 4.344495039276808e-07, + 4.3395775151111593e-07, + 4.334745256073802e-07, + 4.3298032892380434e-07, + 4.324712108427775e-07, + 4.3196394017286366e-07, + 4.31451070426192e-07, + 4.3094985358038684e-07, + 4.304681056055415e-07, + 4.2998485128009634e-07, + 4.2951043610628403e-07, + 4.29055916129073e-07, + 4.2860520466092566e-07, + 4.281395149519085e-07, + 4.276664355984394e-07, + 4.271974205494189e-07, + 4.2671436517593975e-07, + 4.2621556417543616e-07, + 4.2571841163407953e-07, + 4.252344467658986e-07, + 4.2475969053157314e-07, + 4.2428914071024337e-07, + 4.238126791733521e-07, + 4.233693005062378e-07, + 4.2291722479603777e-07, + 4.224536667152279e-07, + 4.219930076487799e-07, + 4.215283126995928e-07, + 4.210546364902257e-07, + 4.2058402982547705e-07, + 4.2012035805782943e-07, + 4.1966626440625987e-07, + 4.192133076230675e-07, + 4.1875679812619637e-07, + 4.1830423924693605e-07, + 4.17860547941018e-07, + 4.174195851192053e-07, + 4.169757517047401e-07, + 4.165332825323276e-07, + 4.160983451129141e-07, + 4.1566855202290753e-07, + 4.152347514718713e-07, + 4.1480211621092167e-07, + 4.143764158470731e-07, + 4.139340887832077e-07, + 4.134850257742073e-07, + 4.130420165893156e-07, + 4.1258019223278097e-07, + 4.1212041423932533e-07, + 4.11656429832874e-07, + 4.111979023946333e-07, + 4.1073906231758883e-07, + 4.1028840769286035e-07, + 4.0983269400385325e-07, + 4.0939531231742876e-07, + 4.0895454844758206e-07, + 4.085109424067923e-07, + 4.0807751133797865e-07, + 4.0764749087429664e-07, + 4.072145713962527e-07, + 4.0678065715837874e-07, + 4.0635495679453015e-07, + 4.0592746586298745e-07, + 4.054972464473394e-07, + 4.050775714858901e-07, + 4.0464922790306446e-07, + 4.0422125380246143e-07, + 4.037985092963936e-07, + 4.033798859381932e-07, + 4.0295759617947624e-07, + 4.0253499378195556e-07, + 4.0211395457845356e-07, + 4.01693341700593e-07, + 4.012709950984572e-07, + 4.00853508608634e-07, + 4.004464813078812e-07, + 4.0003754975259653e-07, + 3.996292150532099e-07, + 3.9922457517604926e-07, + 3.9882868918539316e-07, + 3.984231113918213e-07, + 3.9801577145226474e-07, + 3.9761746961630706e-07, + 3.972282343056577e-07, + 3.9684334751655115e-07, + 3.964458130667481e-07, + 3.960448680118134e-07, + 3.956446903430333e-07, + 3.952353608838166e-07, + 3.948026119360293e-07, + 3.943669355521706e-07, + 3.9393975725943164e-07, + 3.935195422855031e-07, + 3.931009189273027e-07, + 3.9269872331715305e-07, + 3.9231068171829975e-07, + 3.9193471934595436e-07, + 3.9156020648078993e-07, + 3.911870294359687e-07, + 3.9082931380107766e-07, + 3.9046940969456045e-07, + 3.9009867691675026e-07, + 3.8972763150013634e-07, + 3.893572966262582e-07, + 3.889722961503139e-07, + 3.885919284130068e-07, + 3.8821073644612625e-07, + 3.878385541611351e-07, + 3.8746327390981605e-07, + 3.870939053740585e-07, + 3.8672803270856093e-07, + 3.8636329691144056e-07, + 3.8599816321038816e-07, + 3.856225987419748e-07, + 3.852499901313422e-07, + 3.848743972412194e-07, + 3.844988043510966e-07, + 3.8412809999499586e-07, + 3.8376575162146764e-07, + 3.8340735386555025e-07, + 3.8304577287817665e-07, + 3.8267054947027646e-07, + 3.8229589449656487e-07, + 3.8192234796952107e-07, + 3.81553206807439e-07, + 3.811854867308284e-07, + 3.808177950759273e-07, + 3.8046215422582463e-07, + 3.801168304562452e-07, + 3.797771910285519e-07, + 3.794347662733344e-07, + 3.790823370763974e-07, + 3.787274920341588e-07, + 3.7837165223209013e-07, + 3.7801933672199084e-07, + 3.77671540263691e-07, + 3.7731282986896986e-07, + 3.7695659216296917e-07, + 3.766084830658656e-07, + 3.762543201446533e-07, + 3.758938476039475e-07, + 3.755340287625586e-07, + 3.751621591163712e-07, + 3.7479756542779796e-07, + 3.744353591628169e-07, + 3.7407187392091146e-07, + 3.737130498393526e-07, + 3.7335050251385837e-07, + 3.7299130895007693e-07, + 3.726414945504075e-07, + 3.7229509075586975e-07, + 3.7193825619397103e-07, + 3.715776699664275e-07, + 3.712175669079443e-07, + 3.708678661951126e-07, + 3.705138738041569e-07, + 3.7015914244875603e-07, + 3.6981171547267877e-07, + 3.694687791266915e-07, + 3.6913135659233376e-07, + 3.6880726383969886e-07, + 3.684795331082569e-07, + 3.6815038129134336e-07, + 3.678229347769957e-07, + 3.6749366927324445e-07, + 3.671633805879537e-07, + 3.668403678602772e-07, + 3.6652164681072463e-07, + 3.6620596688408114e-07, + 3.658946354789805e-07, + 3.6559228533405985e-07, + 3.652966711342742e-07, + 3.650041549008165e-07, + 3.647009236829035e-07, + 3.644012167569599e-07, + 3.6409463177733414e-07, + 3.6378364143274666e-07, + 3.6347654486235115e-07, + 3.6316433238425816e-07, + 3.628519493759086e-07, + 3.6253848634260066e-07, + 3.6223326560502755e-07, + 3.6193245023241616e-07, + 3.616243589021906e-07, + 3.613167223193159e-07, + 3.6101093314755417e-07, + 3.607087535328901e-07, + 3.604052949413017e-07, + 3.6010163739774725e-07, + 3.5979400081487256e-07, + 3.594849147248169e-07, + 3.591688653159508e-07, + 3.588558001865749e-07, + 3.585389833915542e-07, + 3.582196370643942e-07, + 3.579160363642586e-07, + 3.5761181038651557e-07, + 3.5731761727220146e-07, + 3.570233104710496e-07, + 3.5673309639605577e-07, + 3.5644626450448413e-07, + 3.5615946103462193e-07, + 3.558667458491982e-07, + 3.555780097030947e-07, + 3.552905241122062e-07, + 3.550072165126039e-07, + 3.547241362866771e-07, + 3.544325011262117e-07, + 3.541453850175458e-07, + 3.5386611330068263e-07, + 3.535756434303039e-07, + 3.5328460512573656e-07, + 3.529927141698863e-07, + 3.5269658837933093e-07, + 3.524000362631341e-07, + 3.521006988194131e-07, + 3.517993434343225e-07, + 3.5149443533555313e-07, + 3.51188617742082e-07, + 3.508777126626228e-07, + 3.50573174046076e-07, + 3.5027835565415444e-07, + 3.4998248565898393e-07, + 3.496790270673955e-07, + 3.493880171845376e-07, + 3.491023221613432e-07, + 3.488194693090918e-07, + 3.4853553643188206e-07, + 3.4825114880732144e-07, + 3.4796482850651955e-07, + 3.476853578376904e-07, + 3.474012828519335e-07, + 3.47116838383954e-07, + 3.468364013770042e-07, + 3.46553889585266e-07, + 3.4627171885404096e-07, + 3.45984005889477e-07, + 3.4568699902592925e-07, + 3.4538803106443083e-07, + 3.450909957791737e-07, + 3.447856329330534e-07, + 3.444829417276196e-07, + 3.441780052071408e-07, + 3.4388477843094734e-07, + 3.436013287227979e-07, + 3.433188169310597e-07, + 3.430369019952195e-07, + 3.427613819440012e-07, + 3.4248662927893747e-07, + 3.4221420719404705e-07, + 3.4194957265754056e-07, + 3.4168266438427963e-07, + 3.4142055937991245e-07, + 3.411597901958885e-07, + 3.4089811151716276e-07, + 3.4062597364936664e-07, + 3.403519315270387e-07, + 3.4007371141342446e-07, + 3.3979600289058e-07, + 3.395099668068724e-07, + 3.392209180219652e-07, + 3.389342282389407e-07, + 3.386513469649799e-07, + 3.3837301316452795e-07, + 3.3809772048698505e-07, + 3.3782652053560014e-07, + 3.3756401762730093e-07, + 3.3730350423866184e-07, + 3.370508068201161e-07, + 3.367957503996877e-07, + 3.365376812780596e-07, + 3.362782479143789e-07, + 3.3601543236727593e-07, + 3.3575153679521463e-07, + 3.35485111691014e-07, + 3.35216810753991e-07, + 3.3494529816380236e-07, + 3.346750645505381e-07, + 3.3440002766838006e-07, + 3.3412302968827134e-07, + 3.3384924336132826e-07, + 3.3356488415847707e-07, + 3.3328637982776854e-07, + 3.330225410991261e-07, + 3.32759583443476e-07, + 3.3250395858885895e-07, + 3.322497548197134e-07, + 3.31997540570228e-07, + 3.3174919167322514e-07, + 3.3150149647553917e-07, + 3.312479179840011e-07, + 3.309987732791342e-07, + 3.307488327664032e-07, + 3.3050207548512844e-07, + 3.3025136758624285e-07, + 3.300015407603496e-07, + 3.297481327990681e-07, + 3.2948969419521745e-07, + 3.292200290161418e-07, + 3.289488859081757e-07, + 3.2867910704226233e-07, + 3.2840418384694203e-07, + 3.2812803851811623e-07, + 3.278510405380075e-07, + 3.2757915846559627e-07, + 3.2731711030464794e-07, + 3.270488662110438e-07, + 3.267830095410318e-07, + 3.2651635706315574e-07, + 3.262515804181021e-07, + 3.259920049458742e-07, + 3.257264040712471e-07, + 3.2546049055781623e-07, + 3.2519344017600815e-07, + 3.2492849300069793e-07, + 3.246647395371838e-07, + 3.244055335471785e-07, + 3.241426895783661e-07, + 3.2388612680733786e-07, + 3.236368399939238e-07, + 3.2338181199520477e-07, + 3.2312576081494626e-07, + 3.228641389796394e-07, + 3.226038813863852e-07, + 3.223490523396322e-07, + 3.221022097932291e-07, + 3.218580957309314e-07, + 3.216239292669343e-07, + 3.2138805750037136e-07, + 3.2115070780491806e-07, + 3.2091008961288026e-07, + 3.206629628493829e-07, + 3.2040847486314306e-07, + 3.2015478268476727e-07, + 3.199003799636557e-07, + 3.1964967206477013e-07, + 3.194057569544384e-07, + 3.191597954810277e-07, + 3.189175856732618e-07, + 3.186760295648128e-07, + 3.1843549663790327e-07, + 3.181937131557788e-07, + 3.1795229915587697e-07, + 3.177130167841824e-07, + 3.1747580919727625e-07, + 3.1724053428661136e-07, + 3.1700429303782585e-07, + 3.167681370541686e-07, + 3.165311568409379e-07, + 3.1629934937882354e-07, + 3.16064955541151e-07, + 3.158278047976637e-07, + 3.155915635488782e-07, + 3.1535725497633393e-07, + 3.1512067266703525e-07, + 3.1488895047004917e-07, + 3.146610652038362e-07, + 3.144357663131814e-07, + 3.142111779652623e-07, + 3.139845432542643e-07, + 3.1376018228002067e-07, + 3.1353616236629023e-07, + 3.1330782235272636e-07, + 3.130783454707853e-07, + 3.1284855595004046e-07, + 3.1262081279237464e-07, + 3.123931548998371e-07, + 3.121666622973862e-07, + 3.1194178973237285e-07, + 3.1171566661214456e-07, + 3.114850812835357e-07, + 3.11252591700395e-07, + 3.110185389232356e-07, + 3.107834345428273e-07, + 3.105446921836119e-07, + 3.1030361924422323e-07, + 3.1005814093987283e-07, + 3.098161016623635e-07, + 3.0956803698245494e-07, + 3.093191480729729e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.0046923463232815266, + 0.0034921627957373857, + 0.0028168093413114548, + 0.0023170120548456907, + 0.0019891445990651846, + 0.0017510963371023536, + 0.0015608408721163869, + 0.0014093394856899977, + 0.0012717886129394174, + 0.0011635537957772613, + 0.0010687182657420635, + 0.0009874876122921705, + 0.0009167316602542996, + 0.0008571650250814855, + 0.0008054759236983955, + 0.0007627104641869664, + 0.0007255405653268099, + 0.0006916821002960205, + 0.0006587246316485107, + 0.000627283938229084, + 0.0005980407586321235, + 0.000571970478631556, + 0.0005487250746227801, + 0.0005294949514791369, + 0.0005127581534907222, + 0.0004984863917343318, + 0.00048411200987175107, + 0.00047024164814502, + 0.00045747373951599, + 0.0004447117098607123, + 0.000432582019129768, + 0.00042140381992794573, + 0.00041122708353213966, + 0.00040192328742705286, + 0.00039370940066874027, + 0.0003858870768453926, + 0.0003788442409131676, + 0.00037211153539828956, + 0.00036558922147378325, + 0.0003594499721657485, + 0.0003537308075465262, + 0.00034861895255744457, + 0.0003437887644395232, + 0.0003394049417693168, + 0.00033518392592668533, + 0.0003312183835078031, + 0.00032719672890380025, + 0.0003231717855669558, + 0.00031900883186608553, + 0.00031465967185795307, + 0.0003101979964412749, + 0.0003058630973100662, + 0.0003015238035004586, + 0.000297253776807338, + 0.00029298316803760827, + 0.0002887347072828561, + 0.0002846532443072647, + 0.0002807079581543803, + 0.00027697000768966973, + 0.0002732900029513985, + 0.00026977123343385756, + 0.0002663327322807163, + 0.0002629933587741107, + 0.0002597326529212296, + 0.00025633437326177955, + 0.00025299942353740335, + 0.00024974835105240345, + 0.0002466182049829513, + 0.00024355870846193284, + 0.00024059857241809368, + 0.00023783395590726286, + 0.0002351907460251823, + 0.0002326487738173455, + 0.00023017315834295005, + 0.00022781104780733585, + 0.00022549110872205347, + 0.00022318845731206238, + 0.00022090664424467832, + 0.0002186372730648145, + 0.00021641560306306928, + 0.00021419889526441693, + 0.00021203512733336538, + 0.00020994273654650897, + 0.00020790846610907465, + 0.00020595248497556895, + 0.00020408783166203648, + 0.0002022593398578465, + 0.0002005140413530171, + 0.00019881328626070172, + 0.00019709400658030063, + 0.00019534041348379105, + 0.00019362352031748742, + 0.00019193373736925423, + 0.00019023804634343833, + 0.00018863378500100225, + 0.00018717590137384832, + 0.00018582522170618176, + 0.00018458733393345028, + 0.00018343934789299965, + 0.00018232656293548644, + 0.0001811759575502947, + 0.00018004335288424045, + 0.00017891109746415168, + 0.00017775430751498789, + 0.00017657456919550896, + 0.00017536354425828904, + 0.00017408232088200748, + 0.00017271400429308414, + 0.00017133151413872838, + 0.00016998114006128162, + 0.00016864131612237543, + 0.0001673852966632694, + 0.00016618608788121492, + 0.00016498069453518838, + 0.0001637771783862263, + 0.00016259295807685703, + 0.00016137518105097115, + 0.00016010183026082814, + 0.00015883198648225516, + 0.00015755246568005532, + 0.00015619536861777306, + 0.00015485657786484808, + 0.0001535689807496965, + 0.0001522599923191592, + 0.000150982232298702, + 0.00014975997328292578, + 0.0001485922548454255, + 0.00014743815700057894, + 0.00014631374506279826, + 0.000145214275107719, + 0.0001440714841010049, + 0.00014296418521553278, + 0.00014185710460878909, + 0.00014076021034270525, + 0.0001396558654960245, + 0.00013857717567589134, + 0.00013753454550169408, + 0.00013651757035404444, + 0.00013550149742513895, + 0.00013443994976114482, + 0.00013335941184777766, + 0.00013228582974988967, + 0.00013117064372636378, + 0.00013003555068280548, + 0.0001289731590077281, + 0.00012790564505849034, + 0.00012689187133219093, + 0.00012585159856826067, + 0.00012484233593568206, + 0.00012383112334646285, + 0.00012282530951779336, + 0.00012185247760498896, + 0.00012087521463399753, + 0.00011992974032182246, + 0.00011900113167939708, + 0.00011809371062554419, + 0.00011718774476321414, + 0.00011628057836787775, + 0.00011536780948517844, + 0.00011449546582298353, + 0.00011362368968548253, + 0.00011275232100160792, + 0.00011188630014657974, + 0.00011104130680905655, + 0.00011019373778253794, + 0.00010934033343801275, + 0.00010852689592866227, + 0.00010775081318570301, + 0.0001069772697519511, + 0.00010622408444760367, + 0.00010548852878855541, + 0.00010476215538801625, + 0.00010406581714050844, + 0.00010335064143873751, + 0.00010263799777021632, + 0.00010191230830969289, + 0.00010118004138348624, + 0.00010041173663921654, + 9.9670905910898e-05, + 9.898927237372845e-05, + 9.834609227254987e-05, + 9.776811202755198e-05, + 9.724118717713282e-05, + 9.677880007075146e-05, + 9.630381100578234e-05, + 9.579167090123519e-05, + 9.525725909043103e-05, + 9.468266944168136e-05, + 9.410842903889716e-05, + 9.353640780318528e-05, + 9.296122880186886e-05, + 9.240963117918e-05, + 9.18755613383837e-05, + 9.134845458902419e-05, + 9.082809992833063e-05, + 9.03110922081396e-05, + 8.97946156328544e-05, + 8.927098679123446e-05, + 8.875689673004672e-05, + 8.823005919111893e-05, + 8.772463479544967e-05, + 8.725825318833813e-05, + 8.679384336574003e-05, + 8.635581616545096e-05, + 8.591791993239895e-05, + 8.547689503757283e-05, + 8.504834113409743e-05, + 8.462692494504154e-05, + 8.41886067064479e-05, + 8.375024481210858e-05, + 8.332229481311515e-05, + 8.289345714729279e-05, + 8.249068196164444e-05, + 8.208295912481844e-05, + 8.168330532498658e-05, + 8.131009963108227e-05, + 8.09057237347588e-05, + 8.050766336964443e-05, + 8.012235048227012e-05, + 7.973254832904786e-05, + 7.933858432807028e-05, + 7.892675785114989e-05, + 7.848746463423595e-05, + 7.805968198226765e-05, + 7.762409222777933e-05, + 7.718401320744306e-05, + 7.672825449844822e-05, + 7.6270654972177e-05, + 7.583924161735922e-05, + 7.54313005018048e-05, + 7.500646461267024e-05, + 7.458164327545092e-05, + 7.416866719722748e-05, + 7.378043665084988e-05, + 7.339636067626998e-05, + 7.301494042621925e-05, + 7.263452425831929e-05, + 7.227632886497304e-05, + 7.1938760811463e-05, + 7.16085996828042e-05, + 7.126510899979621e-05, + 7.09184751030989e-05, + 7.057924085529521e-05, + 7.024182559689507e-05, + 6.989533721935004e-05, + 6.954240961931646e-05, + 6.919174484210089e-05, + 6.884709728183225e-05, + 6.850613135611638e-05, + 6.815943197580054e-05, + 6.780861440347508e-05, + 6.747109000571072e-05, + 6.71406087349169e-05, + 6.68173743179068e-05, + 6.650505383731797e-05, + 6.62032252876088e-05, + 6.591187411686406e-05, + 6.562907219631597e-05, + 6.535152351716533e-05, + 6.50751608191058e-05, + 6.479536386905238e-05, + 6.450227374443784e-05, + 6.420946738217026e-05, + 6.392481736838818e-05, + 6.362757267197594e-05, + 6.33331947028637e-05, + 6.30442300462164e-05, + 6.27624467597343e-05, + 6.249252328416333e-05, + 6.222308002179489e-05, + 6.195877358550206e-05, + 6.169571861391887e-05, + 6.144757935544476e-05, + 6.12018775427714e-05, + 6.09534363320563e-05, + 6.06999165029265e-05, + 6.045008558430709e-05, + 6.019736611051485e-05, + 5.9940273786196485e-05, + 5.9688441979233176e-05, + 5.943248106632382e-05, + 5.917782982578501e-05, + 5.8929432270815596e-05, + 5.86946371186059e-05, + 5.846701969858259e-05, + 5.8238962083123624e-05, + 5.8015593822347e-05, + 5.780196806881577e-05, + 5.759438863606192e-05, + 5.738503023167141e-05, + 5.718343163607642e-05, + 5.698590030078776e-05, + 5.678546949638985e-05, + 5.6599394156364724e-05, + 5.6421202316414565e-05, + 5.623704782919958e-05, + 5.6053562730085105e-05, + 5.587099803960882e-05, + 5.568491542362608e-05, + 5.549467823584564e-05, + 5.530528869712725e-05, + 5.5114724091254175e-05, + 5.4925374570302665e-05, + 5.474296631291509e-05, + 5.456798317027278e-05, + 5.4396219638874754e-05, + 5.423120819614269e-05, + 5.406873970059678e-05, + 5.390035948948935e-05, + 5.372857776819728e-05, + 5.3547759307548404e-05, + 5.3366591600934044e-05, + 5.318741386872716e-05, + 5.301041528582573e-05, + 5.283291102387011e-05, + 5.266056177788414e-05, + 5.249086461844854e-05, + 5.2316532674012706e-05, + 5.215304554440081e-05, + 5.199189035920426e-05, + 5.182627501199022e-05, + 5.165558468434028e-05, + 5.148315540282056e-05, + 5.130756471771747e-05, + 5.1141210860805586e-05, + 5.097454413771629e-05, + 5.0802795158233494e-05, + 5.062905984232202e-05, + 5.0455731980036944e-05, + 5.027783481637016e-05, + 5.010423046769574e-05, + 4.992865797248669e-05, + 4.9749072786653414e-05, + 4.957206328981556e-05, + 4.9402446165913716e-05, + 4.9238919018534943e-05, + 4.9082867917604744e-05, + 4.8933259677141905e-05, + 4.879357584286481e-05, + 4.865922892349772e-05, + 4.852723941439763e-05, + 4.83988769701682e-05, + 4.827090015169233e-05, + 4.813553096028045e-05, + 4.8002515541156754e-05, + 4.7867255489109084e-05, + 4.772760075866245e-05, + 4.758220529765822e-05, + 4.7435481974389404e-05, + 4.728286148747429e-05, + 4.7129760787356645e-05, + 4.6983393986010924e-05, + 4.683352744905278e-05, + 4.668645124183968e-05, + 4.654293297789991e-05, + 4.640423503587954e-05, + 4.626537338481285e-05, + 4.612580596585758e-05, + 4.5988024794496596e-05, + 4.585004353430122e-05, + 4.571619865600951e-05, + 4.5582244638353586e-05, + 4.54495930171106e-05, + 4.531868398771621e-05, + 4.519549838732928e-05, + 4.507985431700945e-05, + 4.496403198572807e-05, + 4.484535020310432e-05, + 4.472805085242726e-05, + 4.4609270844375715e-05, + 4.449469633982517e-05, + 4.438143878360279e-05, + 4.42692544311285e-05, + 4.415758667164482e-05, + 4.404918945510872e-05, + 4.394406278152019e-05, + 4.383968553156592e-05, + 4.373474803287536e-05, + 4.363212428870611e-05, + 4.352609539637342e-05, + 4.342048487160355e-05, + 4.331424497650005e-05, + 4.320867083151825e-05, + 4.310258736950345e-05, + 4.29997562605422e-05, + 4.289327625883743e-05, + 4.278558844816871e-05, + 4.268262273399159e-05, + 4.258277112967335e-05, + 4.2479998228373006e-05, + 4.237169923726469e-05, + 4.2261654016328976e-05, + 4.214938962832093e-05, + 4.2037881939904764e-05, + 4.1924373363144696e-05, + 4.181225813226774e-05, + 4.170145621174015e-05, + 4.159675881965086e-05, + 4.149255619267933e-05, + 4.1394116124138236e-05, + 4.129628723603673e-05, + 4.119938239455223e-05, + 4.1099781810771674e-05, + 4.0996681491378695e-05, + 4.08952146244701e-05, + 4.079055361216888e-05, + 4.068661291967146e-05, + 4.058430204167962e-05, + 4.047842958243564e-05, + 4.0374896343564615e-05, + 4.0271272155223414e-05, + 4.0172148146666586e-05, + 4.0075556171359494e-05, + 3.99784512410406e-05, + 3.9883852878119797e-05, + 3.9791750168660656e-05, + 3.970363468397409e-05, + 3.961475886171684e-05, + 3.9524646126665175e-05, + 3.943191404687241e-05, + 3.934066990041174e-05, + 3.9253402064787224e-05, + 3.916702189599164e-05, + 3.907811696990393e-05, + 3.89892011298798e-05, + 3.8904472603462636e-05, + 3.882010423694737e-05, + 3.873878449667245e-05, + 3.865925827994943e-05, + 3.8573049096157774e-05, + 3.84881095669698e-05, + 3.840494173346087e-05, + 3.832672882708721e-05, + 3.8244925235630944e-05, + 3.816488970187493e-05, + 3.808575274888426e-05, + 3.800804915954359e-05, + 3.7934787542326376e-05, + 3.785961962421425e-05, + 3.778409518417902e-05, + 3.770920739043504e-05, + 3.763625500141643e-05, + 3.756142541533336e-05, + 3.748488234123215e-05, + 3.741071486729197e-05, + 3.7334018998080865e-05, + 3.725880378624424e-05, + 3.7184760003583506e-05, + 3.710966484504752e-05, + 3.703574839164503e-05, + 3.696220665005967e-05, + 3.689169534482062e-05, + 3.682124224724248e-05, + 3.6750021536136046e-05, + 3.667631608550437e-05, + 3.6602064938051626e-05, + 3.652822852018289e-05, + 3.6455949157243595e-05, + 3.638266207417473e-05, + 3.6308767448645085e-05, + 3.623380325734615e-05, + 3.6160210584057495e-05, + 3.608752740547061e-05, + 3.6016044759890065e-05, + 3.594612280721776e-05, + 3.5874767490895465e-05, + 3.580329575925134e-05, + 3.573507638066076e-05, + 3.5666766052599996e-05, + 3.5597044188762084e-05, + 3.55294905602932e-05, + 3.546067819115706e-05, + 3.539122917572968e-05, + 3.532325354171917e-05, + 3.5254997783340514e-05, + 3.5185108572477475e-05, + 3.5117507650284097e-05, + 3.505232962197624e-05, + 3.498748628771864e-05, + 3.492256655590609e-05, + 3.485662455204874e-05, + 3.479014412732795e-05, + 3.4724151191767305e-05, + 3.465713598416187e-05, + 3.4591379517223686e-05, + 3.4526357922004536e-05, + 3.4458986192476004e-05, + 3.439163265284151e-05, + 3.432599987718277e-05, + 3.426104740356095e-05, + 3.419528729864396e-05, + 3.412884325371124e-05, + 3.4061748010572046e-05, + 3.39953949151095e-05, + 3.3931719372048974e-05, + 3.386941534699872e-05, + 3.3806652936618775e-05, + 3.3744494430720806e-05, + 3.368333636899479e-05, + 3.362343704793602e-05, + 3.3564567274879664e-05, + 3.350661427248269e-05, + 3.344656215631403e-05, + 3.338597161928192e-05, + 3.3325304684694856e-05, + 3.326536534586921e-05, + 3.320522591820918e-05, + 3.3145501220133156e-05, + 3.3085660106735304e-05, + 3.302472032373771e-05, + 3.296142676845193e-05, + 3.289982851129025e-05, + 3.283868500147946e-05, + 3.277820360381156e-05, + 3.271668902016245e-05, + 3.265397026552819e-05, + 3.259096047258936e-05, + 3.252876558690332e-05, + 3.2468276913277805e-05, + 3.240752994315699e-05, + 3.2347128581022844e-05, + 3.2285908673657104e-05, + 3.2225889299297705e-05, + 3.2166673918254673e-05, + 3.210581780876964e-05, + 3.2045572879724205e-05, + 3.1987616239348426e-05, + 3.1929801480146125e-05, + 3.187210313626565e-05, + 3.181503780069761e-05, + 3.175744859618135e-05, + 3.1700259569333866e-05, + 3.164511508657597e-05, + 3.158983599860221e-05, + 3.1534793379250914e-05, + 3.14787685056217e-05, + 3.142230343655683e-05, + 3.1366122129838914e-05, + 3.1311581551562995e-05, + 3.125813600490801e-05, + 3.120493784081191e-05, + 3.115106301265769e-05, + 3.109916360699572e-05, + 3.104712595813908e-05, + 3.0996805435279384e-05, + 3.094726343988441e-05, + 3.089784149779007e-05, + 3.084870331804268e-05, + 3.0799823434790596e-05, + 3.075284621445462e-05, + 3.070402817684226e-05, + 3.0654846341349185e-05, + 3.060410017496906e-05, + 3.0553197575500235e-05, + 3.0502887966576964e-05, + 3.0450799386017025e-05, + 3.0398930903174914e-05, + 3.0347222491400316e-05, + 3.0296010663732886e-05, + 3.0244260415202007e-05, + 3.0194210921763442e-05, + 3.0144021366140805e-05, + 3.009245847351849e-05, + 3.004002064699307e-05, + 2.9989469112479128e-05, + 2.9939415981061757e-05, + 2.988874439324718e-05, + 2.9837916372343898e-05, + 2.978757765959017e-05, + 2.973752998514101e-05, + 2.9687695132452063e-05, + 2.9638971682288684e-05, + 2.9591688871732913e-05, + 2.9544742574216798e-05, + 2.9498663934646174e-05, + 2.945324195025023e-05, + 2.9408900445559993e-05, + 2.936429336841684e-05, + 2.9317887310753576e-05, + 2.927197601820808e-05, + 2.922672501881607e-05, + 2.9181564968894236e-05, + 2.9136457669665106e-05, + 2.909142494900152e-05, + 2.9047216230537742e-05, + 2.9002796509303153e-05, + 2.8959782866877504e-05, + 2.8917394956806675e-05, + 2.887528717110399e-05, + 2.8831336749135517e-05, + 2.878699524444528e-05, + 2.874343226721976e-05, + 2.87000020762207e-05, + 2.8657461371039972e-05, + 2.861557004507631e-05, + 2.8574224415933713e-05, + 2.8533524528029375e-05, + 2.84930629277369e-05, + 2.8453585400711745e-05, + 2.8414797270670533e-05, + 2.8375929105095565e-05, + 2.83352674159687e-05, + 2.8294261937844567e-05, + 2.825299816322513e-05, + 2.821149246301502e-05, + 2.8170466976007447e-05, + 2.8128641133662313e-05, + 2.808684621413704e-05, + 2.80451204162091e-05, + 2.8004662453895435e-05, + 2.796471926558297e-05, + 2.792476152535528e-05, + 2.7885489544132724e-05, + 2.7846013836096972e-05, + 2.7807920560007915e-05, + 2.776982910290826e-05, + 2.773187225102447e-05, + 2.769353704934474e-05, + 2.7655900339595973e-05, + 2.7618356398306787e-05, + 2.758138180070091e-05, + 2.7545187549549155e-05, + 2.7509327992447652e-05, + 2.7474070520838723e-05, + 2.743882214417681e-05, + 2.7403018975746818e-05, + 2.7367605071049184e-05, + 2.7331532692187466e-05, + 2.7295396648696624e-05, + 2.7259129637968726e-05, + 2.7222369681112468e-05, + 2.7184843929717317e-05, + 2.7145757485413924e-05, + 2.7106880224891938e-05, + 2.7067402697866783e-05, + 2.7029693228541873e-05, + 2.69924130407162e-05, + 2.6955240173265338e-05, + 2.6917266950476915e-05, + 2.687855885596946e-05, + 2.6839754355023615e-05, + 2.6801782951224595e-05, + 2.6764104404719546e-05, + 2.6726511350716464e-05, + 2.668860361154657e-05, + 2.6650370273273438e-05, + 2.6610810891725123e-05, + 2.657238655956462e-05, + 2.6534151402302086e-05, + 2.6497160433791578e-05, + 2.6460080334800296e-05, + 2.642259278218262e-05, + 2.6386043828097172e-05, + 2.634987140481826e-05, + 2.6313728085369803e-05, + 2.627696630952414e-05, + 2.6240708393743262e-05, + 2.6204948881058954e-05, + 2.6168812837568112e-05, + 2.6134162908419967e-05, + 2.6097970476257615e-05, + 2.6060661184601486e-05, + 2.602321546874009e-05, + 2.5985465981648304e-05, + 2.594838952063583e-05, + 2.5911052944138646e-05, + 2.5873674530885182e-05, + 2.583682544354815e-05, + 2.5801744413911365e-05, + 2.5767332772375084e-05, + 2.5734343580552377e-05, + 2.570236028986983e-05, + 2.567116462159902e-05, + 2.564012902439572e-05, + 2.560941720730625e-05, + 2.5578645363566466e-05, + 2.554694401624147e-05, + 2.551593934185803e-05, + 2.548457086959388e-05, + 2.5453737180214375e-05, + 2.5422705220989883e-05, + 2.5392728275619447e-05, + 2.536222746130079e-05, + 2.5331475626444444e-05, + 2.530183883209247e-05, + 2.5270855985581875e-05, + 2.5240604372811504e-05, + 2.52105928666424e-05, + 2.517987013561651e-05, + 2.51488800131483e-05, + 2.5118455596384592e-05, + 2.5088631446124054e-05, + 2.505840348021593e-05, + 2.502943971194327e-05, + 2.5000357709359378e-05, + 2.4970833692350425e-05, + 2.4940245566540398e-05, + 2.4909899366321042e-05, + 2.487926758476533e-05, + 2.4847920940374024e-05, + 2.4816543373162858e-05, + 2.4785404093563557e-05, + 2.4754355763434432e-05, + 2.4723352908040397e-05, + 2.4692706574569456e-05, + 2.4663007934577763e-05, + 2.4634173314552754e-05, + 2.4605189537396654e-05, + 2.45772043854231e-05, + 2.4549735826440156e-05, + 2.4522376406821422e-05, + 2.4495097022736445e-05, + 2.4468055926263332e-05, + 2.444100027787499e-05, + 2.441401557007339e-05, + 2.4386972654610872e-05, + 2.435946043988224e-05, + 2.4332022803719155e-05, + 2.4303752070409246e-05, + 2.4275403120554984e-05, + 2.424726335448213e-05, + 2.4218912585638463e-05, + 2.4190811018343084e-05, + 2.416266579530202e-05, + 2.4135326384566724e-05, + 2.4107785066007636e-05, + 2.4079929062281735e-05, + 2.405224040558096e-05, + 2.4024602680583484e-05, + 2.399732511548791e-05, + 2.3969912945176475e-05, + 2.394262446614448e-05, + 2.3915063138701953e-05, + 2.388770917605143e-05, + 2.386058258707635e-05, + 2.383353785262443e-05, + 2.3806469471310265e-05, + 2.3779100956744514e-05, + 2.375116673647426e-05, + 2.372275230300147e-05, + 2.3694416086073034e-05, + 2.3666392735322006e-05, + 2.3639084247406572e-05, + 2.3611957658431493e-05, + 2.3585234885104e-05, + 2.3559012333862484e-05, + 2.3532595150754787e-05, + 2.3507303922087885e-05, + 2.3482065444113687e-05, + 2.3457343559130095e-05, + 2.3432801754097454e-05, + 2.3408018023474142e-05, + 2.3383150619338267e-05, + 2.3358048565569334e-05, + 2.3333737772190943e-05, + 2.330821553186979e-05, + 2.328271330043208e-05, + 2.325738751096651e-05, + 2.323234366485849e-05, + 2.3207890990306623e-05, + 2.3183536541182548e-05, + 2.315954043297097e-05, + 2.31358553719474e-05, + 2.31129251915263e-05, + 2.3089682144927792e-05, + 2.306625356141012e-05, + 2.304242480022367e-05, + 2.3017977582640015e-05, + 2.2993277525529265e-05, + 2.296845195814967e-05, + 2.2943706426303834e-05, + 2.2918944523553364e-05, + 2.289366784680169e-05, + 2.286881863255985e-05, + 2.2843885744805448e-05, + 2.28196477110032e-05, + 2.279491127410438e-05, + 2.2769858333049342e-05, + 2.274473627039697e-05, + 2.2719863409292884e-05, + 2.269613469252363e-05, + 2.2672300474368967e-05, + 2.264839713461697e-05, + 2.2624879420618527e-05, + 2.260204746562522e-05, + 2.257925552839879e-05, + 2.255645267723594e-05, + 2.253424099762924e-05, + 2.2511732822749764e-05, + 2.2489135517389514e-05, + 2.2467338567366824e-05, + 2.2445505237556063e-05, + 2.2423575501306914e-05, + 2.2401662135962397e-05, + 2.2379670554073527e-05, + 2.235673127870541e-05, + 2.2333324523060583e-05, + 2.230967947980389e-05, + 2.228503035439644e-05, + 2.2260748664848506e-05, + 2.2236366930883378e-05, + 2.2212456315173768e-05, + 2.218885492766276e-05, + 2.2165906557347625e-05, + 2.214309097325895e-05, + 2.2120497305877507e-05, + 2.209853300882969e-05, + 2.2076594177633524e-05, + 2.205430791946128e-05, + 2.2031606931705028e-05, + 2.2008483938407153e-05, + 2.198495712946169e-05, + 2.19619287236128e-05, + 2.1938834834145382e-05, + 2.1915884644840844e-05, + 2.189259248552844e-05, + 2.1869240299565718e-05, + 2.1846128220204264e-05, + 2.1823425413458608e-05, + 2.1800811737193726e-05, + 2.1778296286356635e-05, + 2.1755815396318212e-05, + 2.173351458623074e-05, + 2.171127562178299e-05, + 2.1689129425794818e-05, + 2.1667470718966797e-05, + 2.164581928809639e-05, + 2.1623911379720084e-05, + 2.160204530810006e-05, + 2.1580013708444312e-05, + 2.1557940272032283e-05, + 2.1536405256483704e-05, + 2.1514655600185506e-05, + 2.1492785890586674e-05, + 2.1470861611305736e-05, + 2.1449355699587613e-05, + 2.1427635147119872e-05, + 2.1405961888376623e-05, + 2.138481977453921e-05, + 2.136312468792312e-05, + 2.134140049747657e-05, + 2.1319568986655213e-05, + 2.1297904822858982e-05, + 2.1276338884490542e-05, + 2.1254862076602876e-05, + 2.1233152438071556e-05, + 2.12111681321403e-05, + 2.118914017046336e-05, + 2.116718860634137e-05, + 2.114559174515307e-05, + 2.112404581566807e-05, + 2.110282912326511e-05, + 2.1081639715703204e-05, + 2.106073770846706e-05, + 2.1040272258687764e-05, + 2.1019310224801302e-05, + 2.0997704268665984e-05, + 2.0975901861675084e-05, + 2.0953611965524033e-05, + 2.0931180188199505e-05, + 2.090855014102999e-05, + 2.0885303456452675e-05, + 2.0862771634710953e-05, + 2.0840641809627414e-05, + 2.0818742996198125e-05, + 2.0797519027837552e-05, + 2.077706449199468e-05, + 2.0756107915076427e-05, + 2.073518953693565e-05, + 2.071483504550997e-05, + 2.069472429866437e-05, + 2.0674422557931393e-05, + 2.0654000763897784e-05, + 2.0633480744436383e-05, + 2.061297527689021e-05, + 2.059246617136523e-05, + 2.057324854831677e-05, + 2.0554434740915895e-05, + 2.0534766008495353e-05, + 2.0515064534265548e-05, + 2.0494861018960364e-05, + 2.0474870325415395e-05, + 2.0455026970012113e-05, + 2.04346542886924e-05, + 2.0414172468008474e-05, + 2.0393572413013317e-05, + 2.0373894585645758e-05, + 2.035415127465967e-05, + 2.0334960936452262e-05, + 2.031561416515615e-05, + 2.0296800357755274e-05, + 2.027852133323904e-05, + 2.0259849407011643e-05, + 2.0241381207597442e-05, + 2.0222936655045487e-05, + 2.020443025685381e-05, + 2.0185912944725715e-05, + 2.0166979084024206e-05, + 2.0148203475400805e-05, + 2.0128982214373536e-05, + 2.0110384866711684e-05, + 2.0091636542929336e-05, + 2.0072629922651686e-05, + 2.005376882152632e-05, + 2.003526060434524e-05, + 2.0017267161165364e-05, + 1.9999180949525908e-05, + 1.998098559852224e-05, + 1.9962597434641793e-05, + 1.9943936422350816e-05, + 1.9925710148527287e-05, + 1.9907385649275966e-05, + 1.988853000511881e-05, + 1.9869274183292873e-05, + 1.9850196622428484e-05, + 1.9831288227578625e-05, + 1.9812678146990947e-05, + 1.979401713469997e-05, + 1.9775325199589133e-05, + 1.975706072698813e-05, + 1.973923463083338e-05, + 1.9721368516911753e-05, + 1.970326957234647e-05, + 1.968477590708062e-05, + 1.9665860236273147e-05, + 1.9646995497168973e-05, + 1.9628463633125648e-05, + 1.9609809896792285e-05, + 1.9590905139921233e-05, + 1.9571849406929687e-05, + 1.9553088350221515e-05, + 1.9534143575583585e-05, + 1.9515908206813037e-05, + 1.9497880202834494e-05, + 1.947973942151293e-05, + 1.946129668795038e-05, + 1.9442775737843476e-05, + 1.9424312995397486e-05, + 1.9405715647735633e-05, + 1.9386956410016865e-05, + 1.9368750145076774e-05, + 1.935036198119633e-05, + 1.9332446754560806e-05, + 1.9314431483508088e-05, + 1.929709287651349e-05, + 1.9279814296169207e-05, + 1.9262690329924226e-05, + 1.924545540532563e-05, + 1.9228489691158757e-05, + 1.921134753501974e-05, + 1.9194447304471396e-05, + 1.9177441572537646e-05, + 1.9160783267579973e-05, + 1.9144070392940193e-05, + 1.912732477649115e-05, + 1.9110681023448706e-05, + 1.9093999071628787e-05, + 1.907735349959694e-05, + 1.9060269551118836e-05, + 1.904333294078242e-05, + 1.9026427253265865e-05, + 1.9009847164852545e-05, + 1.8993368939845823e-05, + 1.8977338186232373e-05, + 1.8961256500915624e-05, + 1.8945349438581616e-05, + 1.8929347788798623e-05, + 1.8913462554337457e-05, + 1.889769009721931e-05, + 1.888129008875694e-05, + 1.886440259113442e-05, + 1.884758057713043e-05, + 1.8830407498171553e-05, + 1.8813101632986218e-05, + 1.879587216535583e-05, + 1.8779110178002156e-05, + 1.8762350009637885e-05, + 1.8745922716334462e-05, + 1.8730006559053436e-05, + 1.8714617908699438e-05, + 1.8699212887440808e-05, + 1.8684011592995375e-05, + 1.8668666598387063e-05, + 1.86529887287179e-05, + 1.8637330867932178e-05, + 1.862178760347888e-05, + 1.8606273442856036e-05, + 1.8590415493235923e-05, + 1.857468123489525e-05, + 1.8558861484052613e-05, + 1.8543451005825773e-05, + 1.852821333159227e-05, + 1.8512837414164096e-05, + 1.8497954442864284e-05, + 1.848311148933135e-05, + 1.8468257621861994e-05, + 1.8453292796039023e-05, + 1.8438104234519415e-05, + 1.84229629667243e-05 + ], + [ + 0.0078125, + 0.0065597910434007645, + 0.007431056350469589, + 0.01561758853495121, + -0.013479250483214855, + -0.003064732998609543, + -0.001030153245665133, + -0.0002509588375687599, + 7.816452853148803e-05, + 0.00025122391525655985, + 0.0003337102825753391, + 0.00037651797174476087, + 0.0003988367097917944, + 0.0004082261002622545, + 0.0004108423599973321, + 0.0004094637406524271, + 0.00040561382775194943, + 0.0004004410875495523, + 0.00039428219315595925, + 0.0003871666849590838, + 0.00037990862620063126, + 0.0003731647739186883, + 0.00036657313467003405, + 0.00036026007728651166, + 0.0003541539772413671, + 0.0003478308208286762, + 0.00034134832094423473, + 0.0003350708575453609, + 0.00032860622741281986, + 0.00032196982647292316, + 0.0003154491714667529, + 0.0003090873942710459, + 0.00030367798171937466, + 0.00029837802867405117, + 0.00029323017224669456, + 0.00028851136448793113, + 0.0002840076631400734, + 0.0002796326298266649, + 0.0002754271263256669, + 0.0002709774998947978, + 0.00026681070448830724, + 0.0002622847678139806, + 0.00025780967553146183, + 0.0002535303065087646, + 0.00024909860803745687, + 0.00024479039711877704, + 0.0002403744583716616, + 0.00023651213268749416, + 0.00023255214910022914, + 0.0002286314993398264, + 0.00022490439005196095, + 0.0002215339191025123, + 0.00021854574151802808, + 0.0002155943075194955, + 0.0002128189807990566, + 0.00021020595158915967, + 0.00020765884255524725, + 0.00020509808382485062, + 0.00020250787201803178, + 0.0002000333770411089, + 0.00019761145813390613, + 0.00019535516912583262, + 0.00019322708249092102, + 0.00019127404084429145, + 0.0001893934968393296, + 0.0001876096212072298, + 0.0001858541218098253, + 0.00018414696387480944, + 0.00018245280080009252, + 0.000180778544745408, + 0.00017915558419190347, + 0.00017755241424310952, + 0.00017593240772839636, + 0.000174305634573102, + 0.00017265792121179402, + 0.00017102058336604387, + 0.00016943032096605748, + 0.00016785648767836392, + 0.00016632323968224227, + 0.0001648080797167495, + 0.00016329590289387852, + 0.0001618143287487328, + 0.00016040069749578834, + 0.0001590018073329702, + 0.0001576180657139048, + 0.00015624272054992616, + 0.00015490177611354738, + 0.00015356777294073254, + 0.00015224907838273793, + 0.00015098502626642585, + 0.0001497726480010897, + 0.00014859063958283514, + 0.00014743655628990382, + 0.00014629132056143135, + 0.00014515494694933295, + 0.0001440303894924, + 0.00014295574510470033, + 0.00014187312626745552, + 0.00014079672109801322, + 0.00013974058674648404, + 0.00013869479880668223, + 0.0001376508007524535, + 0.00013662612764164805, + 0.0001356246939394623, + 0.00013465248048305511, + 0.000133693843963556, + 0.00013274869706947356, + 0.00013182080874685198, + 0.00013090473657939583, + 0.00013001318438909948, + 0.00012912323290947825, + 0.00012824436998926103, + 0.0001273785746889189, + 0.00012653425801545382, + 0.00012568528472911566, + 0.0001248546177521348, + 0.00012402035645209253, + 0.00012320136011112481, + 0.00012237644114065915, + 0.00012157562741776928, + 0.00012079157022526488, + 0.00012003422307316214, + 0.00011928669118788093, + 0.00011855881166411564, + 0.00011783159425249323, + 0.00011709293903550133, + 0.0001163641718449071, + 0.00011563681619009003, + 0.00011491524492157623, + 0.00011419990187278017, + 0.0001135036873165518, + 0.00011282615014351904, + 0.00011215639096917585, + 0.00011149114288855344, + 0.00011082338460255414, + 0.00011017124052159488, + 0.00010952726006507874, + 0.00010889512486755848, + 0.00010827280493685976, + 0.000107652522274293, + 0.00010704881424317136, + 0.00010645236034179106, + 0.00010586441203486174, + 0.00010528069105930626, + 0.00010470944835105911, + 0.0001041458745021373, + 0.0001035824025166221, + 0.00010302772716386244, + 0.00010247459431411698, + 0.00010193282651016489, + 0.00010139904043171555, + 0.00010087013652082533, + 0.00010035348532255739, + 9.983882773667574e-05, + 9.933333058143035e-05, + 9.883168240776286e-05, + 9.831992065301165e-05, + 9.781245171325281e-05, + 9.73022761172615e-05, + 9.679821960162371e-05, + 9.629873238736764e-05, + 9.579402103554457e-05, + 9.531295654596761e-05, + 9.483873873250559e-05, + 9.437716653337702e-05, + 9.392384527018294e-05, + 9.347917512059212e-05, + 9.304927516495809e-05, + 9.26291395444423e-05, + 9.221498476108536e-05, + 9.180611232295632e-05, + 9.140684414887801e-05, + 9.100597526412457e-05, + 9.060715092346072e-05, + 9.01987514225766e-05, + 8.979593985714018e-05, + 8.939726831158623e-05, + 8.900082320906222e-05, + 8.861182141117752e-05, + 8.823285315884277e-05, + 8.78751088748686e-05, + 8.750622509978712e-05, + 8.71266529429704e-05, + 8.675080607645214e-05, + 8.637284190626815e-05, + 8.599503053119406e-05, + 8.561845606891438e-05, + 8.524740405846387e-05, + 8.48902782308869e-05, + 8.45392351038754e-05, + 8.418493234785274e-05, + 8.382890518987551e-05, + 8.34764214232564e-05, + 8.312475983984768e-05, + 8.278289897134528e-05, + 8.243678894359618e-05, + 8.211080421460792e-05, + 8.17893524072133e-05, + 8.147139305947348e-05, + 8.115937816910446e-05, + 8.085398440016434e-05, + 8.054862701101229e-05, + 8.023443660931662e-05, + 7.992633618414402e-05, + 7.961672963574529e-05, + 7.930069114081562e-05, + 7.899503543740138e-05, + 7.869393448345363e-05, + 7.839738100301474e-05, + 7.809962698956951e-05, + 7.780543091939762e-05, + 7.751500379526988e-05, + 7.722664304310456e-05, + 7.693122461205348e-05, + 7.663991709705442e-05, + 7.634902431163937e-05, + 7.605801511090249e-05, + 7.576569623779505e-05, + 7.548039866378531e-05, + 7.519869541283697e-05, + 7.49257524148561e-05, + 7.465760427294299e-05, + 7.438207831000909e-05, + 7.411340629914775e-05, + 7.384042692137882e-05, + 7.35712019377388e-05, + 7.330300286412239e-05, + 7.304207974812016e-05, + 7.279038254637271e-05, + 7.25463978596963e-05, + 7.230427581816912e-05, + 7.206283771665767e-05, + 7.181688852142543e-05, + 7.157258369261399e-05, + 7.131877646315843e-05, + 7.107127021299675e-05, + 7.081861986080185e-05, + 7.056660979287699e-05, + 7.031866698525846e-05, + 7.007991371210665e-05, + 6.985352956689894e-05, + 6.962618499528617e-05, + 6.939888407941908e-05, + 6.917378777870908e-05, + 6.894451507832855e-05, + 6.871757068438455e-05, + 6.84917249600403e-05, + 6.826471508247778e-05, + 6.804583972552791e-05, + 6.782906712032855e-05, + 6.761854456271976e-05, + 6.741099787177518e-05, + 6.720707460772246e-05, + 6.700534140691161e-05, + 6.680862134089693e-05, + 6.66151536279358e-05, + 6.64153485558927e-05, + 6.621816282859072e-05, + 6.601674249395728e-05, + 6.581548950634897e-05, + 6.56110787531361e-05, + 6.540726462844759e-05, + 6.520353781525046e-05, + 6.499909068224952e-05, + 6.479432340711355e-05, + 6.459104042733088e-05, + 6.43875973764807e-05, + 6.418587872758508e-05, + 6.398667756002396e-05, + 6.37890407233499e-05, + 6.359236431308091e-05, + 6.339900573948398e-05, + 6.320944521576166e-05, + 6.302411202341318e-05, + 6.284102710196748e-05, + 6.265703268582001e-05, + 6.247694545891136e-05, + 6.23015730525367e-05, + 6.212887819856405e-05, + 6.195109017426148e-05, + 6.1774167988915e-05, + 6.160028715385124e-05, + 6.143183418316767e-05, + 6.12559451838024e-05, + 6.106773798819631e-05, + 6.088544978410937e-05, + 6.070254312362522e-05, + 6.051950913388282e-05, + 6.033854515408166e-05, + 6.0164962633280084e-05, + 6.000331632094458e-05, + 5.983964365441352e-05, + 5.9677375247702e-05, + 5.951549610472284e-05, + 5.935208173468709e-05, + 5.91908537899144e-05, + 5.902554403292015e-05, + 5.885977589059621e-05, + 5.869604501640424e-05, + 5.853405673406087e-05, + 5.837028948008083e-05, + 5.820908700115979e-05, + 5.8049299695994705e-05, + 5.790007708128542e-05, + 5.775269528385252e-05, + 5.760387648479082e-05, + 5.745968155679293e-05, + 5.731359124183655e-05, + 5.716585656045936e-05, + 5.7017343351617455e-05, + 5.6868935644160956e-05, + 5.672096449416131e-05, + 5.657519432133995e-05, + 5.643113763653673e-05, + 5.628771032206714e-05, + 5.6144104746636e-05, + 5.5998058087425306e-05, + 5.585303733823821e-05, + 5.5707088904455304e-05, + 5.555982352234423e-05, + 5.541600694414228e-05, + 5.527309258468449e-05, + 5.5135136790340766e-05, + 5.5000615247990936e-05, + 5.48684001842048e-05, + 5.473805867950432e-05, + 5.460671673063189e-05, + 5.447409421321936e-05, + 5.4345808166544884e-05, + 5.421826062956825e-05, + 5.409114237409085e-05, + 5.395907646743581e-05, + 5.382666131481528e-05, + 5.3692318033427e-05, + 5.3555952035821974e-05, + 5.341873111319728e-05, + 5.328021143213846e-05, + 5.314510053722188e-05, + 5.301308192429133e-05, + 5.28848213434685e-05, + 5.2756564400624484e-05, + 5.263034472591244e-05, + 5.2504568884614855e-05, + 5.2375638915691525e-05, + 5.22458904015366e-05, + 5.2114362915745005e-05, + 5.1982678996864706e-05, + 5.1853738114004955e-05, + 5.1717339374590665e-05, + 5.158092608326115e-05, + 5.1444705604808405e-05, + 5.131040597916581e-05, + 5.117518230690621e-05, + 5.104220690554939e-05, + 5.090900958748534e-05, + 5.0784467021003366e-05, + 5.065881850896403e-05, + 5.0535050831967965e-05, + 5.041378244641237e-05, + 5.02959628647659e-05, + 5.017624789616093e-05, + 5.0060072680935264e-05, + 4.994279152015224e-05, + 4.982336031389423e-05, + 4.970476220478304e-05, + 4.958348290529102e-05, + 4.945914042764343e-05, + 4.933445597998798e-05, + 4.9203379603568465e-05, + 4.9075137212639675e-05, + 4.895096208201721e-05, + 4.882642315351404e-05, + 4.870578777627088e-05, + 4.85872442368418e-05, + 4.847010859521106e-05, + 4.835093204746954e-05, + 4.823751805815846e-05, + 4.812386760022491e-05, + 4.801171598955989e-05, + 4.7898502089083195e-05, + 4.778750007972121e-05, + 4.7678644477855414e-05, + 4.757932765642181e-05, + 4.747823913930915e-05, + 4.737542985822074e-05, + 4.7271238145185634e-05, + 4.716606781585142e-05, + 4.7057132178451866e-05, + 4.694836388807744e-05, + 4.683545193984173e-05, + 4.672397335525602e-05, + 4.6614113671239465e-05, + 4.650637856684625e-05, + 4.640097540686838e-05, + 4.630164767149836e-05, + 4.620416075340472e-05, + 4.6108089009067044e-05, + 4.6012457460165024e-05, + 4.5916211092844605e-05, + 4.58196627732832e-05, + 4.5724162191618234e-05, + 4.562822505249642e-05, + 4.5531684008892626e-05, + 4.5436328946379945e-05, + 4.5339969801716506e-05, + 4.524414543993771e-05, + 4.515224281931296e-05, + 4.506131517700851e-05, + 4.4967790017835796e-05, + 4.487702972255647e-05, + 4.478759365156293e-05, + 4.469933992368169e-05, + 4.461151547729969e-05, + 4.452442954061553e-05, + 4.4435746531235054e-05, + 4.4349770178087056e-05, + 4.426285158842802e-05, + 4.41728625446558e-05, + 4.408109816722572e-05, + 4.398580495035276e-05, + 4.3888612708542496e-05, + 4.379215897643007e-05, + 4.3695225031115115e-05, + 4.359856029623188e-05, + 4.350180097389966e-05, + 4.340555096860044e-05, + 4.331608579377644e-05, + 4.322628228692338e-05, + 4.313753015594557e-05, + 4.3049545638496056e-05, + 4.296352562960237e-05, + 4.28768435085658e-05, + 4.278806227375753e-05, + 4.269788769306615e-05, + 4.26079859607853e-05, + 4.2518026020843536e-05, + 4.242882278049365e-05, + 4.2341060179751366e-05, + 4.2254072468494996e-05, + 4.2168601794401184e-05, + 4.208460450172424e-05, + 4.20020951423794e-05, + 4.19209900428541e-05, + 4.1841576603474095e-05, + 4.1760042222449556e-05, + 4.168001760262996e-05, + 4.1601302655180916e-05, + 4.152470137341879e-05, + 4.144578269915655e-05, + 4.136804273002781e-05, + 4.128910222789273e-05, + 4.120888843317516e-05, + 4.11265209550038e-05, + 4.1045630496228114e-05, + 4.0963594074128196e-05, + 4.0879622247302905e-05, + 4.0792670915834606e-05, + 4.070647628395818e-05, + 4.062429070472717e-05, + 4.0545142837800086e-05, + 4.046492904308252e-05, + 4.038251790916547e-05, + 4.0304559661308303e-05, + 4.022921348223463e-05, + 4.0153525333153084e-05, + 4.0075956349028274e-05, + 3.999785985797644e-05, + 3.99200725951232e-05, + 3.9845264836912975e-05, + 3.9769358409103006e-05, + 3.969299723394215e-05, + 3.9617527363589033e-05, + 3.954326166422106e-05, + 3.946735159843229e-05, + 3.939247108064592e-05, + 3.9318270864896476e-05, + 3.9244619983946905e-05, + 3.917328285751864e-05, + 3.9102178561734036e-05, + 3.903029937646352e-05, + 3.895876579917967e-05, + 3.888807259500027e-05, + 3.881637894664891e-05, + 3.874374306178652e-05, + 3.8669328205287457e-05, + 3.859623393509537e-05, + 3.852443478535861e-05, + 3.8451285945484415e-05, + 3.837754775304347e-05, + 3.830313653452322e-05, + 3.8229936762945727e-05, + 3.815650779870339e-05, + 3.808337351074442e-05, + 3.8009031413821504e-05, + 3.793681025854312e-05, + 3.7863886973354965e-05, + 3.7790585338370875e-05, + 3.7718018575105816e-05, + 3.764756547752768e-05, + 3.7576068280031905e-05, + 3.750510950339958e-05, + 3.743372508324683e-05, + 3.736641883733682e-05, + 3.729993841261603e-05, + 3.7234884075587615e-05, + 3.716953506227583e-05, + 3.710629971465096e-05, + 3.704380651470274e-05, + 3.698069849633612e-05, + 3.6916306271450594e-05, + 3.6852870834991336e-05, + 3.67883185390383e-05, + 3.672667298815213e-05, + 3.666574411909096e-05, + 3.660386209958233e-05, + 3.654288957477547e-05, + 3.648503479780629e-05, + 3.642863157438114e-05, + 3.637152985902503e-05, + 3.631348954513669e-05, + 3.6255565646570176e-05, + 3.6200337490299717e-05, + 3.6144225305179134e-05, + 3.608809856814332e-05, + 3.603074583224952e-05, + 3.597535032895394e-05, + 3.5919387300964445e-05, + 3.586193997762166e-05, + 3.5803204809781164e-05, + 3.574208676582202e-05, + 3.5681641747942194e-05, + 3.561943594831973e-05, + 3.555763396434486e-05, + 3.5492805182002485e-05, + 3.5428431147011e-05, + 3.536527947289869e-05, + 3.5302018659422174e-05, + 3.524035128066316e-05, + 3.5179753467673436e-05, + 3.51199196302332e-05, + 3.5061169910477474e-05, + 3.500358070596121e-05, + 3.494745760690421e-05, + 3.4892484109150246e-05, + 3.4839347790693864e-05, + 3.478553844615817e-05, + 3.473052129265852e-05, + 3.4675253118621185e-05, + 3.4619177313288674e-05, + 3.4561071515781805e-05, + 3.4501903428463265e-05, + 3.444259345997125e-05, + 3.438048588577658e-05, + 3.431773075135425e-05, + 3.4253498597536236e-05, + 3.418922642595135e-05, + 3.41261547873728e-05, + 3.406342875678092e-05, + 3.4000644518528134e-05, + 3.3940450521185994e-05, + 3.3879856346175075e-05, + 3.3821765100583434e-05, + 3.376481618033722e-05, + 3.370915510458872e-05, + 3.3653304853942245e-05, + 3.359852053108625e-05, + 3.354433283675462e-05, + 3.349040343891829e-05, + 3.3435699151596054e-05, + 3.338039095979184e-05, + 3.3327069104416296e-05, + 3.327153535792604e-05, + 3.3216063457075506e-05, + 3.315960202598944e-05, + 3.3103307941928506e-05, + 3.304763959022239e-05, + 3.299064701423049e-05, + 3.2934687624219805e-05, + 3.2878910133149475e-05, + 3.282204852439463e-05, + 3.2765452488092706e-05, + 3.2711475796531886e-05, + 3.2657499104971066e-05, + 3.260378434788436e-05, + 3.255039337091148e-05, + 3.249866495025344e-05, + 3.2448147976538166e-05, + 3.239895886508748e-05, + 3.2348980312235653e-05, + 3.229935100534931e-05, + 3.224888496333733e-05, + 3.2199182896874845e-05, + 3.214941170881502e-05, + 3.210083013982512e-05, + 3.205243410775438e-05, + 3.2003867090679705e-05, + 3.195637691533193e-05, + 3.1909112294670194e-05, + 3.1862178730079904e-05, + 3.18166239594575e-05, + 3.1771789508638903e-05, + 3.172453580191359e-05, + 3.1677893275627866e-05, + 3.163280780427158e-05, + 3.158840991090983e-05, + 3.154338992317207e-05, + 3.149809344904497e-05, + 3.1451643735636026e-05, + 3.1405463232658803e-05, + 3.136018858640455e-05, + 3.1313345971284434e-05, + 3.126681622234173e-05, + 3.1220104574458674e-05, + 3.1173032766673714e-05, + 3.112627018708736e-05, + 3.108058081124909e-05, + 3.1035382562549785e-05, + 3.09912720695138e-05, + 3.094877320108935e-05, + 3.0906037864042446e-05, + 3.086345168412663e-05, + 3.082154580624774e-05, + 3.078035661019385e-05, + 3.073916377616115e-05, + 3.0698040063725784e-05, + 3.0657360184704885e-05, + 3.0616305593866855e-05, + 3.057541835005395e-05, + 3.053454202017747e-05, + 3.049350925721228e-05, + 3.045261837542057e-05, + 3.0412249543587677e-05, + 3.0371680622920394e-05, + 3.0330893423524685e-05, + 3.0289940696093254e-05, + 3.025002843060065e-05, + 3.0209212127374485e-05, + 3.016917071363423e-05, + 3.0128796424833126e-05, + 3.0088865969446488e-05, + 3.0047287509660237e-05, + 3.000543983944226e-05, + 2.996444709424395e-05, + 2.992352528963238e-05, + 2.9884236937505193e-05, + 2.9844337404938415e-05, + 2.9805585654685274e-05, + 2.9766188163193874e-05, + 2.972737820527982e-05, + 2.968930857605301e-05, + 2.965201565530151e-05, + 2.9614133381983265e-05, + 2.9575552616734058e-05, + 2.9537728551076725e-05, + 2.949953886854928e-05, + 2.9462369639077224e-05, + 2.94241399387829e-05, + 2.9386141250142828e-05, + 2.934716576419305e-05, + 2.9308443117770366e-05, + 2.9270269806147553e-05, + 2.923178362834733e-05, + 2.919340658991132e-05, + 2.915523509727791e-05, + 2.911801311711315e-05, + 2.9080494641675614e-05, + 2.9043027097941376e-05, + 2.9006005206611007e-05, + 2.8969367122044787e-05, + 2.8932990971952677e-05, + 2.8897346055600792e-05, + 2.8861868486274034e-05, + 2.8826740162912756e-05, + 2.8792150260414928e-05, + 2.8758875487255864e-05, + 2.8726019081659615e-05, + 2.869250783987809e-05, + 2.8658092560363002e-05, + 2.862278779502958e-05, + 2.8588408895302564e-05, + 2.8553362426464446e-05, + 2.8518150429590605e-05, + 2.8482343623181805e-05, + 2.8445776479202323e-05, + 2.840964043571148e-05, + 2.8374604880809784e-05, + 2.8340342396404594e-05, + 2.8305845262366347e-05, + 2.8271626433706842e-05, + 2.8237740480108187e-05, + 2.8204287445987575e-05, + 2.8170834411866963e-05, + 2.8137741537648253e-05, + 2.8104406737838872e-05, + 2.807126111292746e-05, + 2.8037627998855896e-05, + 2.8004333216813393e-05, + 2.7971293093287386e-05, + 2.7938631319557317e-05, + 2.790703729260713e-05, + 2.7874353691004217e-05, + 2.7841861083288677e-05, + 2.7809879611595534e-05, + 2.7778762159869075e-05, + 2.7747686544898897e-05, + 2.7716450858861208e-05, + 2.7685469831340015e-05, + 2.765408316918183e-05, + 2.762377516773995e-05, + 2.7592817787081003e-05, + 2.7561714887269773e-05, + 2.7530411898624152e-05, + 2.7498470444697887e-05, + 2.7465981474961154e-05, + 2.7433003197074868e-05, + 2.7399693863117136e-05, + 2.7367012080503628e-05, + 2.7334650440025143e-05, + 2.730149390117731e-05, + 2.7268481062492356e-05, + 2.7236454116064124e-05, + 2.7205111109651625e-05, + 2.717355528147891e-05, + 2.7142568796989508e-05, + 2.7111080271424726e-05, + 2.7079304345534183e-05, + 2.7047806725022383e-05, + 2.701691300899256e-05, + 2.6985611839336343e-05, + 2.6953724955092184e-05, + 2.6921834432869218e-05, + 2.6889729269896634e-05, + 2.685851177375298e-05, + 2.6827487090486102e-05, + 2.6796469683176838e-05, + 2.67645427811658e-05, + 2.673276685527526e-05, + 2.6700650778366253e-05, + 2.6668891223380342e-05, + 2.663628947630059e-05, + 2.660360223671887e-05, + 2.6569849069346674e-05, + 2.6536901714280248e-05, + 2.650463648024015e-05, + 2.6472862373339012e-05, + 2.6441361114848405e-05, + 2.64102200162597e-05, + 2.637930265336763e-05, + 2.634869269968476e-05, + 2.6319223252357915e-05, + 2.6289619199815206e-05, + 2.6258865545969456e-05, + 2.622793363116216e-05, + 2.6197201805189252e-05, + 2.616700658109039e-05, + 2.6137320674024522e-05, + 2.6107671146746725e-05, + 2.6077810616698116e-05, + 2.6047457140521146e-05, + 2.601817323011346e-05, + 2.598940955067519e-05, + 2.596085141703952e-05, + 2.593153840280138e-05, + 2.590167787275277e-05, + 2.587203744042199e-05, + 2.5842638933681883e-05, + 2.581302214821335e-05, + 2.57837564276997e-05, + 2.5754508897080086e-05, + 2.5725006707943976e-05, + 2.5695622753119096e-05, + 2.5666906367405318e-05, + 2.5637860744609497e-05, + 2.560910979809705e-05, + 2.558114647399634e-05, + 2.555346509325318e-05, + 2.5525847377139144e-05, + 2.5498273316770792e-05, + 2.546986252127681e-05, + 2.5441406251047738e-05, + 2.5413026378373615e-05, + 2.5384828404639848e-05, + 2.5355757315992378e-05, + 2.5325320166302845e-05, + 2.5295186787843704e-05, + 2.5265411750297062e-05, + 2.52363952313317e-05, + 2.520767338864971e-05, + 2.5178949726978317e-05, + 2.5150042347377166e-05, + 2.5121385988313705e-05, + 2.5093600925174542e-05, + 2.506612509023398e-05, + 2.5038441890501417e-05, + 2.5011002435348928e-05, + 2.498454341548495e-05, + 2.4958651920314878e-05, + 2.4932754968176596e-05, + 2.4907150873332284e-05, + 2.4882163415895775e-05, + 2.4856435629772022e-05, + 2.4831100745359436e-05, + 2.4805523935356177e-05, + 2.4779477826086804e-05, + 2.4752489480306394e-05, + 2.4725788534851745e-05, + 2.4697665139683522e-05, + 2.4669971026014537e-05, + 2.464202952978667e-05, + 2.4614304493297823e-05, + 2.4587199732195586e-05, + 2.455984940752387e-05, + 2.4533765099477023e-05, + 2.450731881253887e-05, + 2.4482527805957943e-05, + 2.4457514882669784e-05, + 2.4432318241451867e-05, + 2.4407487217104062e-05, + 2.4382352421525866e-05, + 2.435775240883231e-05, + 2.4332877728738822e-05, + 2.4308341380674392e-05, + 2.4282635422423482e-05, + 2.425681486784015e-05, + 2.4230828785221092e-05, + 2.4204831788665615e-05, + 2.4178578314604238e-05, + 2.415258677501697e-05, + 2.4125996787915938e-05, + 2.409912303846795e-05, + 2.4073029635474086e-05, + 2.4046748876571655e-05, + 2.4020284399739467e-05, + 2.399303048150614e-05, + 2.3964763386175036e-05, + 2.3936896468512714e-05, + 2.3908740331535228e-05, + 2.388099346717354e-05, + 2.3853524908190593e-05, + 2.382542152190581e-05, + 2.3798073016223498e-05, + 2.3770784537191503e-05, + 2.3744127247482538e-05, + 2.3717624571872875e-05, + 2.3690665329922922e-05, + 2.3663907995796762e-05, + 2.363709245400969e-05, + 2.3610562493558973e-05, + 2.3583494112244807e-05, + 2.3556653104606085e-05, + 2.3530732505605556e-05, + 2.3505795979872346e-05, + 2.3481135940528475e-05, + 2.3456170310964808e-05, + 2.343066080356948e-05, + 2.340560058655683e-05, + 2.3380205675493926e-05, + 2.3354448785539716e-05, + 2.3328417228185572e-05, + 2.3301467081182636e-05, + 2.3273909391718917e-05, + 2.3246744603966363e-05, + 2.321927786397282e-05, + 2.3192322260001674e-05, + 2.316558857273776e-05, + 2.313955883437302e-05, + 2.311368371010758e-05, + 2.308727016497869e-05, + 2.3061622414388694e-05, + 2.3035892809275538e-05, + 2.3010799850453623e-05, + 2.2985695977695286e-05, + 2.296032471349463e-05, + 2.2935042579774745e-05, + 2.2909227482159622e-05, + 2.2883774363435805e-05, + 2.2858586817164905e-05, + 2.2833259208709933e-05, + 2.2808319044997916e-05, + 2.2783542590332218e-05, + 2.2758922568755224e-05, + 2.2734704543836415e-05, + 2.2710872144671157e-05, + 2.268732714583166e-05, + 2.2664393327431753e-05, + 2.2642027033725753e-05, + 2.2619467927142978e-05, + 2.2596535927732475e-05, + 2.2573585738427937e-05, + 2.255057370348368e-05, + 2.252765989396721e-05, + 2.2503934815176763e-05, + 2.2480420739157125e-05, + 2.245682117063552e-05, + 2.2432695914176293e-05, + 2.2408299628295936e-05, + 2.23842725972645e-05, + 2.235987994936295e-05, + 2.233529812656343e-05, + 2.230993050034158e-05, + 2.228479934274219e-05, + 2.225914977316279e-05, + 2.2233089111978188e-05, + 2.2207608708413318e-05, + 2.2182692191563547e-05, + 2.215745917055756e-05, + 2.2133030142867938e-05, + 2.210954698966816e-05, + 2.2086847820901312e-05, + 2.2064230506657623e-05, + 2.2042619093554094e-05, + 2.2021320546627976e-05, + 2.2000067474436946e-05, + 2.1978743461659178e-05, + 2.1958103388897143e-05, + 2.193706859543454e-05, + 2.1916011974099092e-05, + 2.1894918972975574e-05, + 2.187277641496621e-05, + 2.1850413759239018e-05, + 2.1827816453878768e-05, + 2.180527735617943e-05, + 2.1782763724331744e-05, + 2.175955887651071e-05, + 2.1736492271884345e-05, + 2.171314372390043e-05, + 2.1689964341931045e-05, + 2.1667214241460897e-05, + 2.1644440494128503e-05, + 2.162198506994173e-05, + 2.1599713363684714e-05, + 2.157777089450974e-05, + 2.155616857635323e-05, + 2.1533893232117407e-05, + 2.151162152586039e-05, + 2.1489549908437766e-05, + 2.146749829989858e-05, + 2.144516292901244e-05, + 2.1423162252176553e-05, + 2.140131800842937e-05, + 2.1379632016760297e-05, + 2.1358018784667365e-05, + 2.1337304133339785e-05, + 2.1316880520316772e-05, + 2.1296935301506892e-05, + 2.127708103216719e-05, + 2.1257537810015492e-05, + 2.12379454751499e-05, + 2.1218427718849853e-05, + 2.1199195543886162e-05, + 2.117960320902057e-05, + 2.1159983589313924e-05, + 2.113976370310411e-05, + 2.1119863959029317e-05, + 2.109962224494666e-05, + 2.1079438738524914e-05, + 2.1059186110505834e-05, + 2.103862789226696e-05, + 2.1017356630181894e-05, + 2.0996118109906092e-05, + 2.0974552171537653e-05, + 2.095302079396788e-05, + 2.093149487336632e-05, + 2.090930320264306e-05, + 2.088769724650774e-05, + 2.0865825717919506e-05, + 2.0843617676291615e-05, + 2.0822006263188086e-05, + 2.0800336642423645e-05, + 2.077905082842335e-05, + 2.0757357560796663e-05, + 2.073580981232226e-05, + 2.071468588837888e-05, + 2.0693894839496352e-05, + 2.0672674509114586e-05, + 2.0651770682889037e-05, + 2.063101601379458e-05, + 2.0610628780559637e-05, + 2.0589748601196334e-05, + 2.056918674497865e-05, + 2.0548397515085526e-05, + 2.052747549896594e-05, + 2.050620059890207e-05, + 2.0485345885390416e-05, + 2.0464109184104018e-05, + 2.0442797904252075e-05, + 2.042155210801866e-05, + 2.040099752775859e-05, + 2.038080492638983e-05, + 2.0359422705951147e-05, + 2.0338589820312336e-05, + 2.0318131646490656e-05, + 2.0297442461014725e-05, + 2.027752088906709e-05, + 2.025785761361476e-05, + 2.023725028266199e-05, + 2.0216255506966263e-05, + 2.01958064280916e-05, + 2.01763632503571e-05, + 2.015670543187298e-05 + ], + [ + 0.0078125, + 0.007867601700127125, + 0.04044875130057335, + -0.00529015576466918, + -0.001304425997659564, + -0.0003186996327713132, + 9.508627408649772e-05, + 0.0003304251586087048, + 0.00044220825657248497, + 0.000493696250487119, + 0.0005142532754689455, + 0.0005191060481593013, + 0.0005149028147570789, + 0.0005062107229605317, + 0.0004945107502862811, + 0.0004804074706044048, + 0.0004664019506890327, + 0.000452779553597793, + 0.0004390958056319505, + 0.0004260650312062353, + 0.00041420874185860157, + 0.00040358229307457805, + 0.0003934193809982389, + 0.00038366063381545246, + 0.00037438326398842037, + 0.0003656012413557619, + 0.00035717940772883594, + 0.00034911089460365474, + 0.000341213948559016, + 0.0003337263478897512, + 0.0003266642743255943, + 0.0003200098581146449, + 0.00031351461075246334, + 0.000307375390548259, + 0.00030169542878866196, + 0.00029628726770170033, + 0.000291082396870479, + 0.00028606754494830966, + 0.00028128898702561855, + 0.00027672777650877833, + 0.0002722030912991613, + 0.00026788475224748254, + 0.00026360811898484826, + 0.0002595303230918944, + 0.00025554842432029545, + 0.0002516109379939735, + 0.0002479019167367369, + 0.0002442750264890492, + 0.0002408802101854235, + 0.00023754108406137675, + 0.0002342983498238027, + 0.00023122219135984778, + 0.00022820891172159463, + 0.00022535506286658347, + 0.00022261367121245712, + 0.0002199453883804381, + 0.00021733071480412036, + 0.0002147684572264552, + 0.00021225883392617106, + 0.00020979135297238827, + 0.00020738116290885955, + 0.00020504160784184933, + 0.00020272006804589182, + 0.00020042066171299666, + 0.00019815693667624146, + 0.00019586557755246758, + 0.00019352874369360507, + 0.00019122872618027031, + 0.00018900740542449057, + 0.00018685268878471106, + 0.00018478588026482612, + 0.00018286038539372385, + 0.00018102249305229634, + 0.00017927346925716847, + 0.00017757178284227848, + 0.00017588921764399856, + 0.00017422865494154394, + 0.0001725759357213974, + 0.00017098178796004504, + 0.0001694058155408129, + 0.00016785869956947863, + 0.00016632850747555494, + 0.00016487370885442942, + 0.000163440199685283, + 0.00016203528502956033, + 0.000160654351930134, + 0.000159293384058401, + 0.00015796112711541355, + 0.00015661586076021194, + 0.0001552938047097996, + 0.00015399740368593484, + 0.00015272194286808372, + 0.0001514926116215065, + 0.00015030927897896618, + 0.00014914233179297298, + 0.00014801706129219383, + 0.0001469307317165658, + 0.0001458709448343143, + 0.0001448187103960663, + 0.00014379362983163446, + 0.0001427878742106259, + 0.00014175078831613064, + 0.00014072364137973636, + 0.00013970292638987303, + 0.0001386783114867285, + 0.0001376637228531763, + 0.00013670450425706804, + 0.0001357555011054501, + 0.0001348369405604899, + 0.00013394882262218744, + 0.0001330714876530692, + 0.0001321979216299951, + 0.00013133139873389155, + 0.00013047915126662701, + 0.00012963110930286348, + 0.00012881739530712366, + 0.0001280210562981665, + 0.0001272417139261961, + 0.0001264666934730485, + 0.00012569357932079583, + 0.0001249080669367686, + 0.00012413086369633675, + 0.00012334398343227804, + 0.00012256066838745028, + 0.0001217946337419562, + 0.00012104445340810344, + 0.00012029992649331689, + 0.00011956526577705517, + 0.00011884825653396547, + 0.00011814464960480109, + 0.00011745266237994656, + 0.00011677412840072066, + 0.00011610653018578887, + 0.00011545225424924865, + 0.0001148173469118774, + 0.00011419592919992283, + 0.00011357213952578604, + 0.00011295772856101394, + 0.00011234662815695629, + 0.00011174286191817373, + 0.00011113722575828433, + 0.00011053759953938425, + 0.0001099497894756496, + 0.00010936386388493702, + 0.00010879733599722385, + 0.00010822831973200664, + 0.00010767064668470994, + 0.00010712351649999619, + 0.0001065846809069626, + 0.00010604936687741429, + 0.00010551174636930227, + 0.00010498273331904784, + 0.00010446071974001825, + 0.00010394751006970182, + 0.00010344308975618333, + 0.00010294590902049094, + 0.00010246574674965814, + 0.00010197769006481394, + 0.00010149111767532304, + 0.00010100297367898747, + 0.0001005151352728717, + 0.00010003019997384399, + 9.952714026439935e-05, + 9.902219608193263e-05, + 9.852450602920726e-05, + 9.803955617826432e-05, + 9.756490180734545e-05, + 9.709676669444889e-05, + 9.66530860750936e-05, + 9.621763456379995e-05, + 9.579125617165118e-05, + 9.536646393826231e-05, + 9.494032565271482e-05, + 9.451534424442798e-05, + 9.408537152921781e-05, + 9.365467121824622e-05, + 9.322896221419796e-05, + 9.280859376303852e-05, + 9.239294740837067e-05, + 9.198459156323224e-05, + 9.157634485745803e-05, + 9.117003355640918e-05, + 9.076107380678877e-05, + 9.035848779603839e-05, + 8.995569805847481e-05, + 8.955811063060537e-05, + 8.917033846955746e-05, + 8.879398228600621e-05, + 8.842471288517118e-05, + 8.805351535556838e-05, + 8.768287079874426e-05, + 8.731281559448689e-05, + 8.694450662005693e-05, + 8.657597936689854e-05, + 8.621076995041221e-05, + 8.585533942095935e-05, + 8.550794882467017e-05, + 8.515807712683454e-05, + 8.48098861752078e-05, + 8.446276478935033e-05, + 8.412060560658574e-05, + 8.377691119676456e-05, + 8.343352237716317e-05, + 8.309647819260135e-05, + 8.276662265416235e-05, + 8.244157652370632e-05, + 8.21200737846084e-05, + 8.18093612906523e-05, + 8.150272333296016e-05, + 8.119687117869034e-05, + 8.08907498139888e-05, + 8.058686216827482e-05, + 8.028663432924077e-05, + 7.998033834155649e-05, + 7.967658166307956e-05, + 7.937415648484603e-05, + 7.907405961304903e-05, + 7.878007454564795e-05, + 7.84880539868027e-05, + 7.820012979209423e-05, + 7.791645475663245e-05, + 7.763475150568411e-05, + 7.735567487543449e-05, + 7.707693293923512e-05, + 7.679773261770606e-05, + 7.65220174798742e-05, + 7.625483704032376e-05, + 7.599144009873271e-05, + 7.573568291263655e-05, + 7.548615394625813e-05, + 7.523642125306651e-05, + 7.498761988244951e-05, + 7.473869482055306e-05, + 7.448834367096424e-05, + 7.423629722325131e-05, + 7.398226443910971e-05, + 7.372310210485011e-05, + 7.345852645812556e-05, + 7.319176074815914e-05, + 7.291827932931483e-05, + 7.264225132530555e-05, + 7.237395038828254e-05, + 7.211421325337142e-05, + 7.183908019214869e-05, + 7.156904030125588e-05, + 7.130987796699628e-05, + 7.105015538400039e-05, + 7.078205817379057e-05, + 7.052085129544139e-05, + 7.02637480571866e-05, + 7.000521873123944e-05, + 6.974944699322805e-05, + 6.949091766728088e-05, + 6.923646287759766e-05, + 6.898571882629767e-05, + 6.873079109936953e-05, + 6.846698670415208e-05, + 6.818838301114738e-05, + 6.79135846439749e-05, + 6.762249540770426e-05, + 6.732847396051511e-05, + 6.703717372147366e-05, + 6.674093310721219e-05, + 6.644616223638877e-05, + 6.615008896915242e-05, + 6.586168456124142e-05, + 6.557417509611696e-05, + 6.528689846163616e-05, + 6.499668961623684e-05, + 6.470232619903982e-05, + 6.441076402552426e-05, + 6.411883805412799e-05, + 6.382594438036904e-05, + 6.353794015012681e-05, + 6.325174035737291e-05, + 6.296475476119667e-05, + 6.267290154937655e-05, + 6.237932393560186e-05, + 6.208506238181144e-05, + 6.179553020047024e-05, + 6.151267007226124e-05, + 6.12430740147829e-05, + 6.0976693930570036e-05, + 6.0707865486619994e-05, + 6.0437145293690264e-05, + 6.016859697410837e-05, + 5.98928818362765e-05, + 5.9615140344249085e-05, + 5.934670480201021e-05, + 5.908371167606674e-05, + 5.88212969887536e-05, + 5.855999552295543e-05, + 5.8308061852585524e-05, + 5.805702312500216e-05, + 5.7812241720966995e-05, + 5.756933387601748e-05, + 5.733112266170792e-05, + 5.7102493883576244e-05, + 5.6877754104789346e-05, + 5.665058415615931e-05, + 5.6433174904668704e-05, + 5.621368109132163e-05, + 5.599341238848865e-05, + 5.5769494792912155e-05, + 5.5552263802383095e-05, + 5.53415302420035e-05, + 5.5123917263699695e-05, + 5.490962939802557e-05, + 5.469960524351336e-05, + 5.4492036724695936e-05, + 5.428160511655733e-05, + 5.4071799240773544e-05, + 5.386361226555891e-05, + 5.365697870729491e-05, + 5.345788667909801e-05, + 5.3262014262145385e-05, + 5.306610182742588e-05, + 5.2866780606564134e-05, + 5.267145752441138e-05, + 5.248006709734909e-05, + 5.2285886340541765e-05, + 5.209465598454699e-05, + 5.190514275454916e-05, + 5.171745578991249e-05, + 5.153299207449891e-05, + 5.135092214914039e-05, + 5.1170369260944426e-05, + 5.0988975999644026e-05, + 5.0811137043638155e-05, + 5.063897333457135e-05, + 5.04680720041506e-05, + 5.029478779761121e-05, + 5.012250767322257e-05, + 4.9953338020714e-05, + 4.978659126209095e-05, + 4.961826925864443e-05, + 4.9450984079157934e-05, + 4.928345879307017e-05, + 4.912104122922756e-05, + 4.895820529782213e-05, + 4.879426705883816e-05, + 4.8630441597197205e-05, + 4.8468864406459033e-05, + 4.8310223064618185e-05, + 4.81499737361446e-05, + 4.7992893087211996e-05, + 4.783582335221581e-05, + 4.768338112626225e-05, + 4.7533514589304104e-05, + 4.7383455239469185e-05, + 4.723490928881802e-05, + 4.708517008111812e-05, + 4.6938574087107554e-05, + 4.679075937019661e-05, + 4.664068546844646e-05, + 4.649554466595873e-05, + 4.635184450307861e-05, + 4.621041807695292e-05, + 4.607116352417506e-05, + 4.593283301801421e-05, + 4.579595406539738e-05, + 4.565609560813755e-05, + 4.551825622911565e-05, + 4.537832865025848e-05, + 4.5238812163006514e-05, + 4.509890641202219e-05, + 4.496432302403264e-05, + 4.483369048102759e-05, + 4.470360727282241e-05, + 4.457958129933104e-05, + 4.4455460738390684e-05, + 4.4334508856991306e-05, + 4.421228732098825e-05, + 4.409062603372149e-05, + 4.396941949380562e-05, + 4.384575368021615e-05, + 4.3721582187572494e-05, + 4.35944166383706e-05, + 4.346914647612721e-05, + 4.3344771256670356e-05, + 4.3221607484156266e-05, + 4.309964060666971e-05, + 4.297806299291551e-05, + 4.285544127924368e-05, + 4.27353115810547e-05, + 4.2617350118234754e-05, + 4.250273195793852e-05, + 4.238824112690054e-05, + 4.227687168167904e-05, + 4.217188325128518e-05, + 4.2066476453328505e-05, + 4.1960374801419675e-05, + 4.185199941275641e-05, + 4.174548666924238e-05, + 4.1640119889052585e-05, + 4.1531940951244906e-05, + 4.1425453673582524e-05, + 4.132034155190922e-05, + 4.121725578443147e-05, + 4.111408634344116e-05, + 4.1009403503267094e-05, + 4.0903363696997985e-05, + 4.0798215195536613e-05, + 4.069451824761927e-05, + 4.059191996930167e-05, + 4.048792470712215e-05, + 4.038410042994656e-05, + 4.0282706322614104e-05, + 4.018169056507759e-05, + 4.0079383325064555e-05, + 3.997740714112297e-05, + 3.987493983004242e-05, + 3.977202868554741e-05, + 3.967032171203755e-05, + 3.9569142245454714e-05, + 3.946661308873445e-05, + 3.936546636396088e-05, + 3.9263333746930584e-05, + 3.9162809116533026e-05, + 3.9063565054675564e-05, + 3.8967518776189536e-05, + 3.8872236473253e-05, + 3.8778132875449955e-05, + 3.868743442581035e-05, + 3.859959906549193e-05, + 3.8515205233125016e-05, + 3.842987280222587e-05, + 3.834609378827736e-05, + 3.826273314189166e-05, + 3.817773176706396e-05, + 3.8091850001364946e-05, + 3.800386912189424e-05, + 3.791562266997062e-05, + 3.782751446124166e-05, + 3.773747812374495e-05, + 3.7647219869541004e-05, + 3.755971556529403e-05, + 3.7472880649147555e-05, + 3.738698433153331e-05, + 3.7303198041627184e-05, + 3.7221576349111274e-05, + 3.714204649440944e-05, + 3.706331699504517e-05, + 3.698479849845171e-05, + 3.690625089802779e-05, + 3.6827277654083446e-05, + 3.674786785268225e-05, + 3.666770498966798e-05, + 3.6587254726327956e-05, + 3.6506124160951003e-05, + 3.642653246060945e-05, + 3.634825407061726e-05, + 3.627268233685754e-05, + 3.61979691660963e-05, + 3.612371801864356e-05, + 3.605158781283535e-05, + 3.5979268432129174e-05, + 3.590732376324013e-05, + 3.5833098081639037e-05, + 3.575939990696497e-05, + 3.5685832699527964e-05, + 3.5611981729744e-05, + 3.553809074219316e-05, + 3.546322841430083e-05, + 3.538853707141243e-05, + 3.531403126544319e-05, + 3.524010026012547e-05, + 3.516608558129519e-05, + 3.5093340557068586e-05, + 3.501995524857193e-05, + 3.4946297091664746e-05, + 3.4874334232881665e-05, + 3.48036119248718e-05, + 3.473267497611232e-05, + 3.4661054087337106e-05, + 3.459118670434691e-05, + 3.452198507147841e-05, + 3.445246329647489e-05, + 3.438279964029789e-05, + 3.431398727116175e-05, + 3.4246844734298065e-05, + 3.4180386137450114e-05, + 3.411421857890673e-05, + 3.404861854505725e-05, + 3.398212356842123e-05, + 3.39154212269932e-05, + 3.384870433364995e-05, + 3.378097972017713e-05, + 3.371246566530317e-05, + 3.3644286304479465e-05, + 3.3577274734852836e-05, + 3.351192208356224e-05, + 3.3446354791522026e-05, + 3.338111491757445e-05, + 3.331544212414883e-05, + 3.3249765692744404e-05, + 3.318492599646561e-05, + 3.311962427687831e-05, + 3.305458085378632e-05, + 3.299073068774305e-05, + 3.292690234957263e-05, + 3.286331411800347e-05, + 3.27988964272663e-05, + 3.2735031709307805e-05, + 3.267147985752672e-05, + 3.2608390029054135e-05, + 3.2547333830734715e-05, + 3.2486652344232425e-05, + 3.242706225137226e-05, + 3.236997144995257e-05, + 3.2312913390342146e-05, + 3.225797263439745e-05, + 3.220159123884514e-05, + 3.2145333534572273e-05, + 3.209074930055067e-05, + 3.203702362952754e-05, + 3.1983603548724204e-05, + 3.1929703254718333e-05, + 3.187499532941729e-05, + 3.182152067893185e-05, + 3.1767121981829405e-05, + 3.1714269425719976e-05, + 3.16608275170438e-05, + 3.160821142955683e-05, + 3.155627564410679e-05, + 3.1503321224590763e-05, + 3.145143637084402e-05, + 3.139922773698345e-05, + 3.134707731078379e-05, + 3.1295094231609255e-05, + 3.1243107514455914e-05, + 3.11903131660074e-05, + 3.1138668418861926e-05, + 3.108831515419297e-05, + 3.103920607827604e-05, + 3.0990035156719387e-05, + 3.094193743891083e-05, + 3.089385063503869e-05, + 3.0847048037685454e-05, + 3.080059104831889e-05, + 3.075429776799865e-05, + 3.070766615564935e-05, + 3.066083081648685e-05, + 3.0615090508945286e-05, + 3.056868808926083e-05, + 3.052394822589122e-05, + 3.047934478672687e-05, + 3.0434630389208905e-05, + 3.0391600375878625e-05, + 3.034872315765824e-05, + 3.0307099223136902e-05, + 3.0265779059845954e-05, + 3.0225022783270106e-05, + 3.018466850335244e-05, + 3.014338835782837e-05, + 3.010244108736515e-05, + 3.0061977668083273e-05, + 3.0019826226634905e-05, + 2.997776391566731e-05, + 2.9935890779597685e-05, + 2.9893553801230155e-05, + 2.9851989893359132e-05, + 2.980991303047631e-05, + 2.9769065804430284e-05, + 2.9728606023127213e-05, + 2.96883299597539e-05, + 2.9648119379999116e-05, + 2.9607603210024536e-05, + 2.9567139790742658e-05, + 2.95265326712979e-05, + 2.9486274797818623e-05, + 2.944693187600933e-05, + 2.9408896807581186e-05, + 2.9371874916250817e-05, + 2.93349312414648e-05, + 2.9298866138560697e-05, + 2.9262851967359893e-05, + 2.92260738206096e-05, + 2.918959580711089e-05, + 2.9153319701435976e-05, + 2.9117732992745005e-05, + 2.9082117180223577e-05, + 2.9046272175037302e-05, + 2.901109473896213e-05, + 2.897550984926056e-05, + 2.89384406642057e-05, + 2.8900365578010678e-05, + 2.8863278203061782e-05, + 2.88265582639724e-05, + 2.878943269024603e-05, + 2.875154859793838e-05, + 2.8715117878164165e-05, + 2.8678326998488046e-05, + 2.8641914468607865e-05, + 2.8604805265786126e-05, + 2.85681635432411e-05, + 2.8532482247101143e-05, + 2.8497701350715943e-05, + 2.8463702619774267e-05, + 2.8429007215891033e-05, + 2.839547050825786e-05, + 2.836392741301097e-05, + 2.8332293368293904e-05, + 2.8300803023739718e-05, + 2.8269474569242448e-05, + 2.823828617692925e-05, + 2.820749068632722e-05, + 2.817571112245787e-05, + 2.8143098461441696e-05, + 2.8109805498388596e-05, + 2.8076687158318236e-05, + 2.8043870770488866e-05, + 2.8011876565869898e-05, + 2.79798678093357e-05, + 2.7948592105531134e-05, + 2.791686711134389e-05, + 2.788627716654446e-05, + 2.7856660381075926e-05, + 2.7826650693896227e-05, + 2.779567330435384e-05, + 2.7764628612203524e-05, + 2.7733229217119515e-05, + 2.7702379156835377e-05, + 2.767082696664147e-05, + 2.763832344498951e-05, + 2.7605934519669972e-05, + 2.757318907242734e-05, + 2.7541185772861354e-05, + 2.7510426662047394e-05, + 2.7479569325805642e-05, + 2.744927587627899e-05, + 2.742025571933482e-05, + 2.7391481125960127e-05, + 2.7361747925169766e-05, + 2.7331543606123887e-05, + 2.7301595764583908e-05, + 2.7270752980257384e-05, + 2.7238902475801297e-05, + 2.7207159291720018e-05, + 2.7176254661753774e-05, + 2.7145943022333086e-05, + 2.711589877435472e-05, + 2.7085477995569818e-05, + 2.705716724449303e-05, + 2.702830170164816e-05, + 2.6998703106073663e-05, + 2.696928640943952e-05, + 2.6939613235299475e-05, + 2.690936889848672e-05, + 2.6879321012529545e-05, + 2.6849715140997432e-05, + 2.6820722268894315e-05, + 2.679179669939913e-05, + 2.676264921319671e-05, + 2.6733749109553173e-05, + 2.6705418349592946e-05, + 2.6677260393626057e-05, + 2.6648920538718812e-05, + 2.662066981429234e-05, + 2.6592899303068407e-05, + 2.6565454390947707e-05, + 2.653775482031051e-05, + 2.6510126190260053e-05, + 2.6482943212613463e-05, + 2.64546961261658e-05, + 2.6426023396197706e-05, + 2.6397736291983165e-05, + 2.6368248654762283e-05, + 2.6338890165789053e-05, + 2.63092642853735e-05, + 2.6279984012944624e-05, + 2.6250683731632307e-05, + 2.6221907319268212e-05, + 2.6192807126790285e-05, + 2.6164878363488242e-05, + 2.613673495943658e-05, + 2.6108409656444564e-05, + 2.6080733732669614e-05, + 2.6053274268633686e-05, + 2.6025629267678596e-05, + 2.599791878310498e-05, + 2.5970732167479582e-05, + 2.5943436412489973e-05, + 2.5915966034517623e-05, + 2.5889168682624586e-05, + 2.5861814719974063e-05, + 2.583448622317519e-05, + 2.580749242042657e-05, + 2.5780758733162656e-05, + 2.575379221525509e-05, + 2.5726802050485276e-05, + 2.5699917387100868e-05, + 2.5673060008557513e-05, + 2.564608985267114e-05, + 2.561943074397277e-05, + 2.5593439204385504e-05, + 2.55673257925082e-05, + 2.5541248760418966e-05, + 2.5515408196952194e-05, + 2.5490127882221714e-05, + 2.546423093008343e-05, + 2.5438219381612726e-05, + 2.5412786271772347e-05, + 2.5387929781572893e-05, + 2.5363349777762778e-05, + 2.533796214265749e-05, + 2.5312358047813177e-05, + 2.5286801246693358e-05, + 2.5260664187953807e-05, + 2.523303010093514e-05, + 2.520521047699731e-05, + 2.517793109291233e-05, + 2.515109554224182e-05, + 2.5124360035988502e-05, + 2.509867408662103e-05, + 2.5073892174987122e-05, + 2.5049885152839124e-05, + 2.5025969080161303e-05, + 2.5002140318974853e-05, + 2.4979297450045124e-05, + 2.4956314518931322e-05, + 2.493263855285477e-05, + 2.4908942577894777e-05, + 2.4885292077669874e-05, + 2.486070297891274e-05, + 2.4836414013407193e-05, + 2.4812072297208942e-05, + 2.4788305381662212e-05, + 2.4764338377281092e-05, + 2.474074972269591e-05, + 2.4717384803807363e-05, + 2.469408900651615e-05, + 2.4670769562362693e-05, + 2.464678618707694e-05, + 2.4622991986689158e-05, + 2.4599006792414002e-05, + 2.457502341712825e-05, + 2.45513492700411e-05, + 2.452820808684919e-05, + 2.4505319743184373e-05, + 2.4482225853716955e-05, + 2.4458260668325238e-05, + 2.44343355007004e-05, + 2.4410479454672895e-05, + 2.438690535200294e-05, + 2.4363422198803164e-05, + 2.4339939045603387e-05, + 2.431722532492131e-05, + 2.4295170078403316e-05, + 2.4273478629766032e-05, + 2.4251610739156604e-05, + 2.422910438326653e-05, + 2.4206443413277157e-05, + 2.418371514067985e-05, + 2.4161216060747392e-05, + 2.413900256215129e-05, + 2.4116094209603034e-05, + 2.4093342290143482e-05, + 2.407110878266394e-05, + 2.4048491468420252e-05, + 2.4025470338528976e-05, + 2.400249104539398e-05, + 2.3978742319741286e-05, + 2.3955455617397092e-05, + 2.39323235291522e-05, + 2.3909107767394744e-05, + 2.388619031989947e-05, + 2.386303458479233e-05, + 2.3840095309424214e-05, + 2.3817754481569864e-05, + 2.3795633751433343e-05, + 2.3772843633196317e-05, + 2.374981158936862e-05, + 2.372681046836078e-05, + 2.3704475097474642e-05, + 2.3681865059188567e-05, + 2.3659211365156807e-05, + 2.363702151342295e-05, + 2.361512088100426e-05, + 2.3593569494551048e-05, + 2.3572867576149292e-05, + 2.3551938284072094e-05, + 2.353091440454591e-05, + 2.350999966438394e-05, + 2.3488968508900143e-05, + 2.3467875507776625e-05, + 2.344724452996161e-05, + 2.342689003853593e-05, + 2.3406726540997624e-05, + 2.338684134883806e-05, + 2.3367530957330018e-05, + 2.334864802833181e-05, + 2.332996518816799e-05, + 2.3310598407988437e-05, + 2.3291459001484327e-05, + 2.3271877580555156e-05, + 2.325201603525784e-05, + 2.323240005353e-05, + 2.3212458472698927e-05, + 2.3192505977931432e-05, + 2.3172484361566603e-05, + 2.3152990252128802e-05, + 2.3133776267059147e-05, + 2.3114098439691588e-05, + 2.309445153514389e-05, + 2.3074921045918018e-05, + 2.3055621568346396e-05, + 2.3036236598272808e-05, + 2.3016842533252202e-05, + 2.29971938097151e-05, + 2.2977452317718416e-05, + 2.2957266992307268e-05, + 2.2937272660783492e-05, + 2.2917038222658448e-05, + 2.2896640075487085e-05, + 2.287724601046648e-05, + 2.28578137466684e-05, + 2.283902358612977e-05, + 2.282022251165472e-05, + 2.280168882862199e-05, + 2.278336978633888e-05, + 2.2765052563045174e-05, + 2.274635698995553e-05, + 2.272791607538238e-05, + 2.2709553377353586e-05, + 2.2691458070767112e-05, + 2.2673375497106463e-05, + 2.2654749045614153e-05, + 2.2636411813437007e-05, + 2.2618574803345837e-05, + 2.260002111142967e-05, + 2.2581432858714834e-05, + 2.256278821732849e-05, + 2.2543872546521015e-05, + 2.252492959087249e-05, + 2.2505808374262415e-05, + 2.2486559828394093e-05, + 2.2467087546829134e-05, + 2.2447553419624455e-05, + 2.242769369331654e-05, + 2.2408243239624426e-05, + 2.2389411242329516e-05, + 2.2370513761416078e-05, + 2.2351130610331893e-05, + 2.233254417660646e-05, + 2.2314294255920686e-05, + 2.229622805316467e-05, + 2.2278092728811316e-05, + 2.225993011961691e-05, + 2.2241640181164257e-05, + 2.2223790438147262e-05, + 2.2205644199857488e-05, + 2.2187476133694872e-05, + 2.216956636402756e-05, + 2.215152017015498e-05, + 2.2133495804155245e-05, + 2.211511855421122e-05, + 2.2096148313721642e-05, + 2.2077052562963217e-05, + 2.205807868449483e-05, + 2.2038571842131205e-05, + 2.201923962275032e-05, + 2.199976188421715e-05, + 2.1981033569318242e-05, + 2.1962927348795347e-05, + 2.1944882973912172e-05, + 2.1926873159827664e-05, + 2.1909276256337762e-05, + 2.1891724827582948e-05, + 2.1874322555959225e-05, + 2.1857420506421477e-05, + 2.184037111874204e-05, + 2.1823629140271805e-05, + 2.1806972654303536e-05, + 2.1790257960674353e-05, + 2.1772873878944665e-05, + 2.1755369743914343e-05, + 2.1737596398452297e-05, + 2.1719857613788918e-05, + 2.1701587684219703e-05, + 2.168312312278431e-05, + 2.1664811356458813e-05, + 2.1646739696734585e-05, + 2.1628960894304328e-05, + 2.161137672374025e-05, + 2.1594054487650283e-05, + 2.1577285224338993e-05, + 2.156064692826476e-05, + 2.1544505216297694e-05, + 2.1528214347199537e-05, + 2.15117288462352e-05, + 2.1495157852768898e-05, + 2.1478370399563573e-05, + 2.146151200577151e-05, + 2.1444493540911935e-05, + 2.1427353203762323e-05, + 2.1410009139799513e-05, + 2.1392748749349266e-05, + 2.1375179130700417e-05, + 2.1357484001782723e-05, + 2.1339996237657033e-05, + 2.1321831809473224e-05, + 2.1304040274117142e-05, + 2.128718733729329e-05, + 2.1270390789140947e-05, + 2.1254059902275912e-05, + 2.1237823602859862e-05, + 2.1221710994723253e-05, + 2.1205845769145526e-05, + 2.1190024199313484e-05, + 2.1173824279685505e-05, + 2.115790812240448e-05, + 2.1141942852409557e-05, + 2.1126179490238428e-05, + 2.111016510752961e-05, + 2.1094207113492303e-05, + 2.1078018107800744e-05, + 2.1061508959974162e-05, + 2.1044284949311987e-05, + 2.1026964532211423e-05, + 2.100973142660223e-05, + 2.0992170902900398e-05, + 2.097453034366481e-05, + 2.095683703373652e-05, + 2.093946750392206e-05, + 2.092272916343063e-05, + 2.0905592464259826e-05, + 2.088861037918832e-05, + 2.087157372443471e-05, + 2.0854658941971138e-05, + 2.0838078853557818e-05, + 2.082111495838035e-05, + 2.0804127416340634e-05, + 2.078706893371418e-05, + 2.077014505630359e-05, + 2.0753295757458545e-05, + 2.0736735677928664e-05, + 2.0719944586744532e-05, + 2.0703555492218584e-05, + 2.068763023999054e-05, + 2.0671341189881787e-05, + 2.0654984837165102e-05, + 2.0638271962525323e-05, + 2.062164458038751e-05, + 2.060536644421518e-05, + 2.058959762507584e-05, + 2.0573999790940434e-05, + 2.055904406006448e-05, + 2.0543973732856102e-05, + 2.052881427516695e-05, + 2.051344381470699e-05, + 2.049765498668421e-05, + 2.0481396859395318e-05, + 2.0465189663809724e-05, + 2.0448938812478445e-05, + 2.0432924429769628e-05, + 2.0417342966538854e-05, + 2.0401630536071025e-05, + 2.0386160031193867e-05, + 2.0370727725094184e-05, + 2.0355359083623625e-05, + 2.0339914044598117e-05, + 2.0324490833445452e-05, + 2.0309204046498053e-05, + 2.0294051864766516e-05, + 2.0279021555325016e-05, + 2.0263929400243796e-05, + 2.024884452112019e-05, + 2.0233706891303882e-05, + 2.0218898498569615e-05, + 2.020392639678903e-05, + 2.0188774215057492e-05, + 2.0173682059976272e-05, + 2.0158715415163897e-05, + 2.0143601432209834e-05, + 2.0128800315433182e-05, + 2.01142411242472e-05, + 2.0099849280086346e-05, + 2.0085501091671176e-05, + 2.0071023755008355e-05, + 2.0056690118508413e-05, + 2.0042380128870718e-05, + 2.002779183385428e-05, + 2.0013132598251104e-05, + 1.999845335376449e-05, + 1.9983903257525526e-05, + 1.9969360437244177e-05, + 1.9954888557549566e-05, + 1.994052217924036e-05, + 1.9926077584386803e-05, + 1.991134740819689e-05, + 1.9896495359716937e-05, + 1.9881539628840983e-05, + 1.9866520233335905e-05, + 1.9851268007187173e-05, + 1.983586662390735e-05, + 1.9820183297269978e-05, + 1.9804720068350434e-05, + 1.9788873032666743e-05, + 1.977297324629035e-05 + ] + ], + "stabilities": [ + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9780034422874451, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9226834774017334, + 0.961851954460144, + 0.9233897924423218, + 1.0, + 1.0, + 0.9925445914268494, + 1.0, + 1.0, + 0.990831196308136, + 0.9737313985824585, + 0.9773144721984863, + 0.9331870079040527, + 1.0, + 0.943978488445282, + 0.9989339709281921, + 1.0, + 0.981357753276825, + 0.9688171744346619, + 0.9293378591537476, + 0.9757165312767029, + 0.934720516204834, + 0.989524245262146, + 0.9642699360847473, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956697821617126, + 1.0, + 0.9819986820220947, + 1.0, + 0.9875738024711609, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957782030105591, + 1.0, + 0.9977578520774841, + 0.961797833442688, + 0.9830605983734131, + 0.9878194332122803, + 0.9996992945671082, + 0.978640079498291, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9909934997558594, + 0.9957398176193237, + 0.9854536056518555, + 0.9748190641403198, + 1.0, + 0.9748148322105408, + 0.9945288896560669, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9661157131195068, + 0.9264329075813293, + 0.9427515268325806, + 0.9311133623123169, + 0.9407432675361633, + 0.982482373714447, + 1.0, + 0.9992762207984924, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968194961547852, + 1.0, + 0.9550472497940063, + 0.9716488122940063, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9824786186218262, + 1.0, + 0.9972774982452393, + 0.976690411567688, + 0.9746291637420654, + 1.0, + 0.9932194948196411, + 0.9964765906333923, + 1.0, + 0.9881125688552856, + 1.0, + 1.0, + 1.0, + 0.9970065951347351, + 0.9853883385658264, + 0.9939061403274536, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9574089050292969, + 1.0, + 0.9698466658592224, + 1.0, + 0.990920901298523, + 1.0, + 1.0, + 0.9877241849899292, + 1.0, + 0.987736701965332, + 1.0, + 0.9970210790634155, + 1.0, + 1.0, + 1.0, + 0.9752832055091858, + 1.0, + 1.0, + 1.0, + 0.9955682754516602, + 1.0, + 1.0, + 0.972555935382843, + 0.972623884677887, + 1.0, + 0.9927525520324707, + 0.9947037696838379, + 1.0, + 0.9758157134056091, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9845017194747925, + 0.9377690553665161, + 0.9603934288024902, + 0.9132869243621826, + 0.9249401688575745, + 0.8887811303138733, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9743961691856384, + 0.98320472240448, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968734383583069, + 1.0, + 0.9742591381072998, + 0.936203122138977, + 1.0, + 0.9565039277076721, + 1.0, + 1.0, + 0.9845539331436157, + 0.996077835559845, + 1.0, + 1.0, + 0.9894695281982422, + 1.0, + 0.9520565271377563, + 1.0, + 0.9927526712417603, + 0.9452480673789978, + 1.0, + 0.9971316456794739, + 0.9802563190460205, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882444739341736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9577908515930176, + 0.9602553844451904, + 1.0, + 1.0, + 0.9870129823684692, + 0.9538461565971375, + 1.0, + 1.0, + 1.0, + 0.9549371600151062, + 0.9545505046844482, + 0.9900898933410645, + 1.0, + 1.0, + 0.9913461804389954, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9962442517280579, + 1.0, + 1.0, + 1.0, + 0.9754887819290161, + 0.9923276305198669, + 0.9910119771957397, + 0.9787399768829346, + 0.9788761138916016, + 0.9768932461738586, + 0.9819735884666443, + 0.9925721287727356, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844279289245605, + 1.0, + 1.0, + 0.9939764738082886, + 0.9871341586112976, + 0.9693048596382141, + 1.0, + 0.9922809600830078, + 1.0, + 0.9542161226272583, + 1.0, + 1.0, + 1.0, + 0.996451199054718, + 1.0, + 1.0, + 0.9908550381660461, + 1.0, + 1.0, + 0.9867177605628967, + 0.9557322263717651, + 0.9796767234802246, + 1.0, + 0.9896121025085449, + 0.9660053253173828, + 0.9810587167739868, + 1.0, + 0.9720697999000549, + 0.9888147711753845, + 1.0, + 0.9366575479507446, + 0.9655919671058655, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9719791412353516, + 0.9674287438392639, + 0.9897531867027283, + 0.9687302112579346, + 0.9922574162483215, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979032278060913, + 0.9965616464614868, + 1.0, + 0.9794527292251587, + 0.9930393695831299, + 1.0, + 0.9457910060882568, + 0.9937419891357422, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9557937383651733, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985086977481842, + 1.0, + 1.0, + 0.9952954053878784, + 0.9673129916191101, + 0.9729169607162476, + 0.9625436067581177, + 0.9666578769683838, + 0.9408966302871704, + 0.9687864780426025, + 0.9897620677947998, + 0.9792110323905945, + 1.0, + 1.0, + 0.9897326827049255, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9641873836517334, + 1.0, + 0.9897460341453552, + 0.9839664697647095, + 0.9742625951766968, + 1.0, + 1.0, + 0.9951362013816833, + 1.0, + 0.9777109622955322, + 1.0, + 0.997968316078186, + 0.994486391544342, + 0.9479699730873108, + 0.9455641508102417, + 1.0, + 1.0, + 0.9951509237289429, + 1.0, + 0.9711451530456543, + 0.9950788617134094, + 0.9970141649246216, + 1.0, + 0.9772090315818787, + 0.975912868976593, + 0.9988247156143188, + 1.0, + 0.983811616897583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9754317998886108, + 1.0, + 1.0, + 0.9622355699539185, + 0.9756911396980286, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.994779109954834, + 0.9953168630599976, + 0.9513263702392578, + 1.0, + 0.9507150053977966, + 1.0, + 0.9965091943740845, + 1.0, + 1.0, + 0.9906628131866455, + 1.0, + 0.9998378157615662, + 0.990920901298523, + 1.0, + 0.9846153855323792, + 1.0, + 0.9629746675491333, + 0.9806933999061584, + 1.0, + 0.9802915453910828, + 0.9796417355537415, + 0.9622316956520081, + 1.0, + 1.0, + 1.0, + 0.9899623394012451, + 0.9620616436004639, + 0.9954330325126648, + 1.0, + 1.0, + 0.9587392210960388, + 1.0, + 0.9691112637519836, + 0.983061671257019, + 1.0, + 0.990906834602356, + 0.9846483469009399, + 0.945475161075592, + 1.0, + 0.9839670062065125, + 0.9940344095230103, + 0.9870118498802185, + 0.9475451111793518, + 1.0, + 1.0, + 0.996504545211792, + 0.9790454506874084, + 1.0, + 1.0, + 0.9739392995834351, + 1.0, + 0.985765814781189, + 0.9894821047782898, + 1.0, + 0.9893072247505188, + 1.0, + 0.9637338519096375, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999568521976471, + 0.983941912651062, + 1.0, + 1.0, + 1.0, + 0.9869253039360046, + 0.9927432537078857, + 0.9885252714157104, + 0.9830610752105713, + 1.0, + 1.0, + 0.959169864654541, + 1.0, + 1.0, + 0.9736526608467102, + 1.0, + 1.0, + 0.9835830330848694, + 1.0, + 1.0, + 0.9723280668258667, + 0.9687287211418152, + 0.9996481537818909, + 1.0, + 1.0, + 1.0, + 0.9975460767745972, + 1.0, + 0.9860348701477051, + 0.9937616586685181, + 1.0, + 1.0, + 0.9793237447738647, + 0.9944526553153992, + 1.0, + 1.0, + 1.0, + 0.9942030906677246, + 0.9643770456314087, + 0.9831041693687439, + 1.0, + 0.9950886368751526, + 0.9884557127952576, + 0.9839200973510742, + 0.9871838688850403, + 0.9886729717254639, + 1.0, + 1.0, + 1.0, + 0.9926103949546814, + 1.0, + 0.9976763129234314, + 1.0, + 1.0, + 1.0, + 0.9781751036643982, + 0.997468113899231, + 0.9938130378723145, + 1.0, + 1.0, + 1.0, + 0.9920724630355835, + 0.9773211479187012, + 1.0, + 0.9990742802619934, + 1.0, + 0.9850645065307617, + 0.9914568662643433, + 1.0, + 0.9948129057884216, + 0.966598629951477, + 1.0, + 1.0, + 0.9935439229011536, + 1.0, + 0.9976063966751099, + 0.968730628490448, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996168613433838, + 0.9751628637313843, + 0.9843565821647644, + 0.9996007084846497, + 1.0, + 0.9674835801124573, + 1.0, + 0.9709747433662415, + 0.9887901544570923, + 1.0, + 0.9982393383979797, + 0.9987401366233826, + 0.9647632241249084, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9924823641777039, + 1.0, + 1.0, + 1.0, + 0.9947162866592407, + 1.0, + 0.971328854560852, + 1.0, + 1.0, + 1.0, + 0.9682971835136414, + 0.9943785667419434, + 1.0, + 1.0, + 0.9946303963661194, + 0.9985754489898682, + 1.0, + 0.9819082617759705, + 0.9743883609771729, + 0.9969399571418762, + 0.9854399561882019, + 0.9895375967025757, + 0.9799838066101074, + 1.0, + 1.0, + 0.9935181140899658, + 0.9894671440124512, + 1.0, + 1.0, + 1.0, + 0.9854832291603088, + 1.0, + 0.9720612168312073, + 0.9892218708992004, + 0.9970284700393677, + 1.0, + 1.0, + 0.9861902594566345, + 1.0, + 0.9831620454788208, + 0.9884217381477356, + 0.9904823303222656, + 0.9881734251976013, + 0.9976729154586792, + 0.9790069460868835, + 0.9858747720718384, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992155909538269, + 1.0, + 1.0, + 1.0, + 0.9732100963592529, + 0.9908242225646973, + 1.0, + 0.9862837791442871, + 1.0, + 0.9683218598365784, + 1.0, + 0.9999169707298279, + 1.0, + 0.9850977659225464, + 1.0, + 0.9881249666213989, + 0.982267439365387, + 0.9938398003578186, + 0.9863981604576111, + 1.0, + 1.0, + 0.9923129677772522, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981656670570374, + 1.0, + 0.9586777091026306, + 0.9920846819877625, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9821187853813171, + 0.9958101511001587, + 1.0, + 1.0, + 1.0, + 1.0, + 0.975007176399231, + 0.998821496963501, + 0.9708701968193054, + 1.0, + 1.0, + 0.9783433675765991, + 0.9931538105010986, + 1.0, + 1.0, + 0.9898959398269653, + 0.9897172451019287, + 1.0, + 0.9620310068130493, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859703779220581, + 1.0, + 1.0, + 0.9894558191299438, + 0.9554427862167358, + 0.984205424785614, + 0.961743175983429, + 0.9725583791732788, + 0.9783703684806824, + 0.9979221820831299, + 0.992504358291626, + 1.0, + 1.0, + 0.9810878038406372, + 1.0, + 0.9859544038772583, + 1.0, + 0.969002366065979, + 1.0, + 1.0, + 0.9665497541427612, + 1.0, + 0.9793092608451843, + 0.9949852228164673, + 1.0, + 1.0, + 0.984807550907135, + 0.9832808971405029, + 1.0, + 0.9609633684158325, + 1.0, + 1.0, + 1.0, + 0.9950261116027832, + 1.0, + 1.0, + 1.0, + 0.995439350605011, + 1.0, + 1.0, + 0.9915403127670288, + 0.9720983505249023, + 0.973669707775116, + 1.0, + 0.9683446884155273, + 0.9841956496238708, + 0.9987322688102722, + 0.9996615648269653, + 0.9939895868301392, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954577684402466, + 1.0, + 0.9941362738609314, + 1.0, + 0.974208414554596, + 1.0, + 1.0, + 0.9968993067741394, + 1.0, + 0.9896422624588013, + 1.0, + 0.9982426166534424, + 1.0, + 0.9954178929328918, + 0.9943650960922241, + 0.9997605085372925, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921129941940308, + 0.9772865176200867, + 0.9961264133453369, + 0.9879452586174011, + 0.9840194582939148, + 1.0, + 0.9598479866981506, + 1.0, + 0.9822709560394287, + 0.9950470924377441, + 1.0, + 1.0, + 1.0, + 0.9708625674247742, + 1.0, + 1.0, + 0.9956035017967224, + 0.9916499257087708, + 0.9790300130844116, + 0.9985114932060242, + 0.9877422451972961, + 0.9894348382949829, + 0.970423698425293, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995232820510864, + 1.0, + 1.0, + 0.985832691192627, + 1.0, + 0.9749414920806885, + 1.0, + 1.0, + 1.0, + 0.9928714632987976, + 0.9564579725265503, + 1.0, + 1.0, + 0.9863680005073547, + 0.9734098315238953, + 1.0, + 1.0, + 0.9765017032623291, + 1.0, + 1.0, + 0.9667606353759766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877332448959351, + 1.0, + 0.9835526347160339, + 0.9895865321159363, + 0.9748827815055847, + 0.9966908693313599, + 0.9927273392677307, + 0.9745978713035583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9813168048858643, + 1.0, + 0.996182918548584, + 1.0, + 1.0, + 0.9923578500747681, + 0.9849754571914673, + 0.9985436201095581, + 0.9981577396392822, + 1.0, + 0.9944688081741333, + 0.9996910095214844, + 0.9983000159263611, + 0.980338990688324, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9780413508415222, + 1.0, + 1.0, + 1.0, + 0.983447790145874, + 1.0, + 1.0, + 0.9777930974960327, + 1.0, + 1.0, + 1.0, + 0.9948057532310486, + 0.9979569315910339, + 0.9984075427055359, + 1.0, + 1.0, + 1.0, + 0.9991915822029114, + 0.9862459897994995, + 1.0, + 0.9872483611106873, + 1.0, + 0.9888361692428589, + 0.9813868403434753, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9719796180725098, + 0.9847217798233032, + 0.9922072887420654, + 0.9717682003974915, + 0.9659967422485352, + 1.0, + 1.0, + 0.9755042195320129, + 0.9903767108917236, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9391821622848511, + 0.981442391872406, + 1.0, + 1.0, + 1.0, + 0.9918098449707031, + 0.9950156807899475, + 1.0, + 1.0, + 1.0, + 0.9576035141944885, + 1.0, + 0.9742429256439209, + 1.0, + 0.9746644496917725, + 0.9736964106559753, + 1.0, + 0.9912300705909729, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9938696026802063, + 1.0, + 0.9697216749191284, + 1.0, + 1.0, + 0.9947819709777832, + 0.9834395051002502, + 0.9744742512702942, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9789985418319702, + 1.0, + 1.0, + 1.0, + 0.9931816458702087, + 0.9934961795806885, + 0.9863979816436768, + 1.0, + 1.0, + 0.9795381426811218, + 0.9780662059783936, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995726346969604, + 0.9846076369285583, + 1.0, + 1.0, + 1.0, + 0.986933171749115, + 1.0, + 0.9648803472518921, + 0.9909367561340332, + 1.0, + 1.0, + 1.0, + 0.9994341731071472, + 1.0, + 1.0, + 0.972751796245575, + 1.0, + 0.9765558838844299, + 1.0, + 0.9646612405776978, + 0.9986651539802551, + 0.9933170080184937, + 1.0, + 0.9865124821662903, + 1.0, + 0.9882012009620667, + 1.0, + 0.9816069006919861, + 1.0, + 1.0, + 0.9960924983024597, + 1.0, + 1.0, + 1.0, + 0.9935007691383362, + 1.0, + 0.9828776717185974, + 0.9958878755569458, + 0.9749249219894409, + 1.0, + 0.9911152124404907, + 1.0, + 0.9947861433029175, + 0.9949129223823547, + 1.0, + 1.0, + 0.9984148144721985, + 1.0, + 1.0, + 0.9979047179222107, + 0.9750139713287354, + 1.0, + 0.9823756217956543, + 0.9709743857383728, + 0.9688298106193542, + 1.0, + 0.9887927174568176, + 1.0, + 1.0, + 1.0, + 0.9946435689926147, + 1.0, + 1.0, + 0.9942988753318787, + 1.0, + 0.9762749671936035, + 0.9906124472618103, + 1.0, + 0.9699145555496216, + 0.999220609664917, + 1.0, + 1.0, + 1.0, + 0.9990149736404419 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.979468047618866, + 0.9814197421073914, + 1.0, + 0.9787147641181946, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9255431890487671, + 0.9807544350624084, + 0.9678179621696472, + 0.9817517995834351, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8933642506599426, + 1.0, + 1.0, + 0.9551361203193665, + 0.9912536144256592, + 1.0, + 0.9970826506614685, + 1.0, + 0.9754800796508789, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9201778173446655, + 1.0, + 1.0, + 0.999178409576416, + 0.9514902830123901, + 0.9226613640785217, + 1.0, + 0.9746400713920593, + 0.9735115170478821, + 1.0, + 1.0, + 1.0, + 0.9920738935470581, + 1.0, + 0.9613866209983826, + 0.9710177779197693, + 0.9424206614494324, + 0.9867830872535706, + 0.9709376096725464, + 1.0, + 0.9943107962608337, + 1.0, + 1.0, + 0.9908952116966248, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975186586380005, + 1.0, + 0.9975456595420837, + 1.0, + 1.0, + 1.0, + 0.976277768611908, + 1.0, + 1.0, + 1.0, + 0.9970346093177795, + 1.0, + 1.0, + 0.9797520637512207, + 0.9793336391448975, + 0.9948319792747498, + 0.9958873987197876, + 1.0, + 1.0, + 1.0, + 0.9741867780685425, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9959790706634521, + 0.9888978600502014, + 1.0, + 1.0, + 0.9993925094604492, + 1.0, + 0.9903205037117004, + 1.0, + 1.0, + 1.0, + 0.9918489456176758, + 1.0, + 0.9950999617576599, + 1.0, + 0.9984574317932129, + 1.0, + 0.9886898994445801, + 0.9954241514205933, + 0.9816127419471741, + 1.0, + 0.9889083504676819, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887231588363647, + 0.9882267117500305, + 1.0, + 1.0, + 1.0, + 0.9915162324905396, + 1.0, + 0.996190071105957, + 0.9989073276519775, + 1.0, + 0.9873805642127991, + 1.0, + 0.9996355175971985, + 1.0, + 0.9922143816947937, + 1.0, + 1.0, + 0.9978417158126831, + 1.0, + 0.9926890730857849, + 0.9983832836151123, + 1.0, + 0.9896057844161987, + 1.0, + 0.9948000311851501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9665568470954895, + 0.9982955455780029, + 0.9854874610900879, + 0.9941094517707825, + 0.9926803708076477, + 0.9780547618865967, + 0.9883324503898621, + 0.9967308640480042, + 0.9989067316055298, + 0.9870484471321106, + 1.0, + 1.0, + 1.0, + 0.9973762631416321, + 1.0, + 1.0, + 0.9919818043708801, + 0.9854155778884888, + 0.9536376595497131, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968339204788208, + 0.9727516174316406, + 0.9931259751319885, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9822731018066406, + 1.0, + 0.9520198106765747, + 0.9956702589988708, + 0.9986083507537842, + 0.9905940294265747, + 0.987866997718811, + 1.0, + 1.0, + 0.9899796843528748, + 1.0, + 1.0, + 0.9765534400939941, + 0.9944593906402588, + 0.9940908551216125, + 1.0, + 0.9973185062408447, + 0.9963032007217407, + 1.0, + 1.0, + 0.9954449534416199, + 1.0, + 1.0, + 1.0, + 0.9852778315544128, + 0.9966259002685547, + 0.9777527451515198, + 0.9917559623718262, + 1.0, + 0.9839640855789185, + 1.0, + 0.9952312707901001, + 1.0, + 0.9815697073936462, + 0.972968578338623, + 0.9773748517036438, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9836812019348145, + 1.0, + 1.0, + 0.9930726885795593, + 0.9711673259735107, + 0.9559457898139954, + 1.0, + 1.0, + 0.9981993436813354, + 1.0, + 0.9979236721992493, + 1.0, + 1.0, + 0.9718331694602966, + 0.9982189536094666, + 0.9785887598991394, + 0.9932040572166443, + 0.9898197054862976, + 0.9964593052864075, + 0.9820643663406372, + 0.9903514385223389, + 1.0, + 0.9939810037612915, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992389678955078, + 0.9951256513595581, + 0.9996938705444336, + 1.0, + 0.9905328750610352, + 0.9876676201820374, + 0.98517245054245, + 0.9949302673339844, + 1.0, + 0.9856828451156616, + 0.9805266857147217, + 0.991372287273407, + 1.0, + 1.0, + 0.9900395274162292, + 0.9752475023269653, + 1.0, + 1.0, + 0.9758670330047607, + 1.0, + 1.0, + 0.9960767030715942, + 0.9661560654640198, + 0.9379435777664185, + 1.0, + 0.9979466199874878, + 1.0, + 1.0, + 0.9931750893592834, + 1.0, + 1.0, + 0.9949048757553101, + 0.996083676815033, + 1.0, + 0.9910860061645508, + 0.997901439666748, + 0.9399128556251526, + 0.9937669634819031, + 1.0, + 0.9748297929763794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912590980529785, + 0.994430661201477, + 1.0, + 1.0, + 1.0, + 0.9992470741271973, + 1.0, + 1.0, + 0.9828571081161499, + 1.0, + 0.9712284207344055, + 0.9809669852256775, + 0.9888906478881836, + 0.9914556741714478, + 1.0, + 1.0, + 0.972864031791687, + 0.9998405575752258, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815674424171448, + 0.9830848574638367, + 0.9773986339569092, + 1.0, + 0.9902105927467346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985230565071106, + 1.0, + 1.0, + 1.0, + 0.9923874139785767, + 1.0, + 0.9898212552070618, + 1.0, + 0.9408918619155884, + 1.0, + 0.9909626245498657, + 0.9860438704490662, + 0.9771580696105957, + 1.0, + 0.9760034084320068, + 1.0, + 1.0, + 0.9988937973976135, + 1.0, + 1.0, + 1.0, + 1.0, + 0.984853982925415, + 0.9745752215385437, + 1.0, + 0.9747825264930725, + 0.9886172413825989, + 0.9941122531890869, + 1.0, + 0.9573209881782532, + 1.0, + 0.9925393462181091, + 1.0, + 0.9861184358596802, + 0.9861910939216614, + 0.9172104597091675, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993224561214447, + 0.9912835359573364, + 0.9866191148757935, + 0.9838542938232422, + 0.9474858641624451, + 0.9865595102310181, + 0.9904494285583496, + 1.0, + 1.0, + 1.0, + 0.9941626191139221, + 1.0, + 1.0, + 0.9927467107772827, + 1.0, + 0.9995928406715393, + 0.9638832807540894, + 0.994224488735199, + 1.0, + 0.9754660725593567, + 0.9901643991470337, + 0.9914857149124146, + 0.9998568296432495, + 0.9962782859802246, + 1.0, + 0.9740204811096191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997886061668396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9346445202827454, + 1.0, + 0.9932633638381958, + 0.9963480234146118, + 0.9824584126472473, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967713952064514, + 0.9889124035835266, + 0.9962207078933716, + 0.9874810576438904, + 0.9875783920288086, + 0.9870331883430481, + 0.9876510500907898, + 0.9839053153991699, + 1.0, + 0.9861075282096863, + 0.9881711602210999, + 0.9775386452674866, + 1.0, + 0.9894974231719971, + 1.0, + 1.0, + 1.0, + 0.9868749976158142, + 1.0, + 1.0, + 1.0, + 0.996633768081665, + 0.958304226398468, + 0.9677929282188416, + 1.0, + 1.0, + 0.9505671262741089, + 0.9709835648536682, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9661830067634583, + 1.0, + 1.0, + 0.9929603338241577, + 0.9885572195053101, + 1.0, + 0.9910561442375183, + 0.9955494403839111, + 0.9971439242362976, + 0.9732254147529602, + 1.0, + 1.0, + 0.9996222853660583, + 0.9926961660385132, + 1.0, + 1.0, + 1.0, + 0.9869234561920166, + 0.9869911670684814, + 1.0, + 1.0, + 1.0, + 0.9883896708488464, + 1.0, + 1.0, + 1.0, + 0.9763968586921692, + 1.0, + 1.0, + 0.9947572946548462, + 0.9753666520118713, + 1.0, + 0.9971198439598083, + 1.0, + 0.9471878409385681, + 0.9922761917114258, + 0.9827292561531067, + 1.0, + 0.9716633558273315, + 0.99229896068573, + 1.0, + 1.0, + 0.9892249703407288, + 1.0, + 0.9591812491416931, + 0.9922969341278076, + 1.0, + 0.9892687201499939, + 0.9525731801986694, + 0.9785487055778503, + 1.0, + 1.0, + 1.0, + 0.9570144414901733, + 1.0, + 1.0, + 1.0, + 0.9694103002548218, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930804967880249, + 1.0, + 0.9976752400398254, + 1.0, + 0.9974568486213684, + 0.9853675365447998, + 1.0, + 0.9792039394378662, + 0.9868691563606262, + 0.991553783416748, + 0.9859976768493652, + 0.9842603206634521, + 0.9783576726913452, + 0.9832862019538879, + 0.9701287746429443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9859655499458313, + 0.9991747736930847, + 1.0, + 0.963141679763794, + 1.0, + 0.9628888368606567, + 0.9844518899917603, + 0.981648325920105, + 1.0, + 0.9848178029060364, + 0.9931483268737793, + 0.999080240726471, + 1.0, + 1.0, + 0.9679393768310547, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930362105369568, + 1.0, + 0.9859405755996704, + 1.0, + 1.0, + 0.9997923374176025, + 0.9578312039375305, + 1.0, + 0.9992439150810242, + 0.9979465007781982, + 0.9727064967155457, + 0.9804031252861023, + 0.9773991703987122, + 1.0, + 0.9966962337493896, + 1.0, + 0.9885791540145874, + 1.0, + 0.9797183275222778, + 0.9998850226402283, + 1.0, + 0.9813864231109619, + 0.9989527463912964, + 0.9966219663619995, + 0.9739364981651306, + 0.9876394271850586, + 1.0, + 0.990693986415863, + 0.9699640274047852, + 0.988044023513794, + 1.0, + 1.0, + 1.0, + 0.997825562953949, + 0.9838284254074097, + 1.0, + 0.9968565106391907, + 1.0, + 1.0, + 0.9972372651100159, + 0.980607271194458, + 0.9927675127983093, + 0.9793967008590698, + 0.9666433334350586, + 1.0, + 0.999880850315094, + 0.9872466921806335, + 0.9861161708831787, + 1.0, + 1.0, + 0.9923245906829834, + 1.0, + 0.9990299940109253, + 1.0, + 1.0, + 0.9997597336769104, + 0.990504801273346, + 1.0, + 1.0, + 1.0, + 0.9777277708053589, + 1.0, + 0.9841739535331726, + 1.0, + 0.9921699166297913, + 1.0, + 1.0, + 0.9828876256942749, + 1.0, + 0.9631633758544922, + 1.0, + 0.9743078351020813, + 1.0, + 0.9883116483688354, + 0.9839923977851868, + 0.9825178980827332, + 1.0, + 1.0, + 0.9833807945251465, + 1.0, + 0.9762812852859497, + 1.0, + 0.9972780346870422, + 1.0, + 0.996770441532135, + 0.9888914823532104, + 1.0, + 1.0, + 0.9978024363517761, + 0.9780921339988708, + 1.0, + 1.0, + 0.9911088943481445, + 0.9926818609237671, + 0.9958382844924927, + 0.9828059673309326, + 0.9981776475906372, + 0.9930623769760132, + 0.9874984622001648, + 0.964751124382019, + 0.9900938868522644, + 1.0, + 1.0, + 1.0, + 0.9766159057617188, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912171363830566, + 0.9724971055984497, + 0.9807124137878418, + 1.0, + 0.9948619604110718, + 0.9930338859558105, + 0.9900822043418884, + 1.0, + 0.9919610619544983, + 1.0, + 0.9970827698707581, + 1.0, + 0.9928117990493774, + 0.9951732158660889, + 0.9912695288658142, + 0.9700306057929993, + 1.0, + 0.9969608783721924, + 0.9868308901786804, + 0.9756579399108887, + 1.0, + 1.0, + 0.994352400302887, + 1.0, + 0.9683151245117188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840796589851379, + 0.99301677942276, + 1.0, + 0.9985172748565674, + 0.9729265570640564, + 0.9813315868377686, + 1.0, + 0.9845935106277466, + 1.0, + 1.0, + 0.9940475225448608, + 0.9835622906684875, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9750085473060608, + 0.9968541860580444, + 1.0, + 1.0, + 0.9981926083564758, + 1.0, + 0.9917384386062622, + 1.0, + 1.0, + 1.0, + 0.9792125225067139, + 0.9823094010353088, + 0.9875574111938477, + 0.9943633079528809, + 0.9913305044174194, + 0.9956272840499878, + 0.9927927851676941, + 0.9654037952423096, + 1.0, + 1.0, + 1.0, + 0.9963365197181702, + 0.9852925539016724, + 0.985864520072937, + 1.0, + 1.0, + 1.0, + 0.9676198959350586, + 0.9848206639289856, + 0.9954460263252258, + 1.0, + 1.0, + 0.9953135848045349, + 0.9946187734603882, + 1.0, + 0.9908503293991089, + 1.0, + 1.0, + 0.9987779259681702, + 0.9799777269363403, + 1.0, + 0.992501437664032, + 0.9751917123794556, + 0.9925994277000427, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998878836631775, + 0.9962988495826721, + 1.0, + 1.0, + 0.9929475784301758, + 0.9910173416137695, + 0.9772343039512634, + 0.9926661849021912, + 1.0, + 1.0, + 0.9940949082374573, + 0.9721351861953735, + 0.9915565252304077, + 1.0, + 0.993789553642273, + 0.9667448401451111, + 0.9809534549713135, + 1.0, + 0.9910808801651001, + 0.9782119393348694, + 1.0, + 0.9869825839996338, + 1.0, + 1.0, + 1.0, + 0.9919193387031555, + 1.0, + 0.9875303506851196, + 1.0, + 0.9950284957885742, + 0.980227530002594, + 1.0, + 0.9561628699302673, + 1.0, + 0.9395743012428284, + 1.0, + 1.0, + 0.9879351854324341, + 1.0, + 0.9812012314796448, + 1.0, + 0.9888197779655457, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926859140396118, + 1.0, + 1.0, + 0.9735223054885864, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886574745178223, + 1.0, + 0.9882892370223999, + 0.9926928877830505, + 1.0, + 0.9758603572845459, + 1.0, + 0.9794499278068542, + 0.9969592690467834, + 1.0, + 0.9952166676521301, + 1.0, + 0.9920294880867004, + 1.0, + 0.994404673576355, + 0.9683119654655457, + 0.9646242260932922, + 0.9913337826728821, + 1.0, + 1.0, + 0.98503178358078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887021780014038, + 1.0, + 0.9841683506965637, + 0.9946063160896301, + 0.9765008687973022, + 0.9966874122619629, + 1.0, + 0.9736440181732178, + 1.0, + 0.97796630859375, + 1.0, + 1.0, + 0.9993135333061218, + 1.0, + 0.9886876344680786, + 0.9922428131103516, + 1.0, + 0.9874006509780884, + 0.996073842048645, + 0.9963538646697998, + 0.9862525463104248, + 0.986662745475769, + 0.990446150302887, + 0.9763981699943542, + 0.9775091409683228, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998137354850769, + 1.0, + 0.9935091137886047, + 1.0, + 1.0, + 1.0, + 0.9875035881996155, + 1.0, + 1.0, + 1.0, + 0.9935070872306824, + 1.0, + 1.0, + 0.9804942607879639, + 0.9807363152503967, + 1.0, + 0.9708061814308167, + 0.9638767838478088, + 0.968897819519043, + 0.9990031123161316, + 0.9578884840011597, + 0.9877070188522339, + 1.0, + 1.0, + 0.9701195359230042, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966142177581787, + 1.0, + 0.9953510165214539, + 0.9840261936187744, + 1.0, + 0.9885547161102295, + 0.9943546056747437, + 0.9877790808677673, + 0.9868485331535339, + 1.0, + 1.0, + 0.9936166405677795, + 1.0, + 1.0, + 0.9877416491508484, + 0.9953221678733826, + 0.9952042698860168, + 0.9990362524986267, + 0.9608334898948669, + 0.9882530570030212, + 0.9786650538444519, + 0.9978199005126953, + 0.9863712191581726, + 1.0, + 0.9983206391334534, + 0.9874895811080933, + 1.0, + 1.0, + 1.0, + 0.9865204691886902, + 1.0, + 0.9993999600410461, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9762606024742126, + 1.0, + 1.0, + 0.9756658673286438, + 1.0, + 0.9847541451454163, + 1.0, + 0.9957858324050903, + 0.9829821586608887, + 0.986626386642456, + 1.0, + 0.9874796271324158, + 0.9953142404556274, + 0.9846763610839844, + 1.0, + 0.9871256351470947, + 1.0, + 1.0, + 1.0, + 0.9826989769935608, + 1.0, + 1.0, + 0.9995604753494263, + 0.969835638999939, + 0.9849473237991333, + 1.0, + 0.9767583608627319, + 0.984551191329956, + 1.0, + 0.9652197360992432, + 0.9894018769264221, + 1.0, + 1.0, + 0.976475715637207, + 0.9532403349876404, + 1.0 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866021275520325, + 0.9619011282920837, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980412125587463, + 1.0, + 0.9990496635437012, + 0.983195960521698, + 0.9993550181388855, + 1.0, + 1.0, + 0.9965123534202576, + 0.9965002536773682, + 1.0, + 0.9959914088249207, + 1.0, + 0.9943419694900513, + 1.0, + 1.0, + 0.9808627367019653, + 1.0, + 0.9719358682632446, + 1.0, + 1.0, + 0.9868044257164001, + 1.0, + 0.9787723422050476, + 0.991207480430603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994403719902039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886148571968079, + 0.9584932923316956, + 0.9802252054214478, + 0.9759960174560547, + 0.9968602657318115, + 1.0, + 1.0, + 1.0, + 0.9879639148712158, + 1.0, + 1.0, + 1.0, + 0.9726467132568359, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840930104255676, + 0.9838359355926514, + 1.0, + 0.9829310178756714, + 0.9833789467811584, + 0.9931886792182922, + 1.0, + 0.991455078125, + 0.9982255697250366, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9625975489616394, + 1.0, + 0.9846081137657166, + 0.9829245209693909, + 1.0, + 1.0, + 1.0, + 0.999522864818573, + 1.0, + 0.9747462272644043, + 0.9937046766281128, + 0.9934210181236267, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9935540556907654, + 0.9946308135986328, + 1.0, + 1.0, + 0.9919822216033936, + 0.9959585666656494, + 0.99797123670578, + 0.9948046207427979, + 0.9979563355445862, + 0.9938566088676453, + 0.9837454557418823, + 0.9918547868728638, + 1.0, + 0.998156726360321, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9932705163955688, + 1.0, + 0.9794275164604187, + 1.0, + 0.9926009178161621, + 0.9934492111206055, + 0.9970441460609436, + 1.0, + 1.0, + 0.9962087273597717, + 0.9988806843757629, + 0.9959659576416016, + 0.9945994019508362, + 0.9972850680351257, + 0.9768602252006531, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981725215911865, + 0.9865744709968567, + 0.9907216429710388, + 0.9981269240379333, + 0.9587156176567078, + 0.9923880100250244, + 0.9905763864517212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995852708816528, + 0.998548150062561, + 0.999792218208313, + 0.9939747452735901, + 1.0, + 1.0, + 1.0, + 0.9953544735908508, + 1.0, + 0.9979940056800842, + 0.9859296679496765, + 0.9814475774765015, + 0.991275429725647, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9832735657691956, + 0.9878493547439575, + 1.0, + 1.0, + 1.0, + 0.9956201314926147, + 1.0, + 1.0, + 0.9914079904556274, + 0.9889698028564453, + 0.9950209259986877, + 0.9985989928245544, + 0.9755461812019348, + 0.9958906769752502, + 1.0, + 1.0, + 1.0, + 0.9969617128372192, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9886474013328552, + 1.0, + 0.9948647618293762, + 0.9940440654754639, + 1.0, + 0.9994021654129028, + 1.0, + 1.0, + 0.9962795972824097, + 0.9773977994918823, + 0.9941685795783997, + 0.9789643287658691, + 0.9834710955619812, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9811517000198364, + 0.9769121408462524, + 1.0, + 0.9908877015113831, + 0.968664824962616, + 1.0, + 1.0, + 0.9834890365600586, + 0.993386447429657, + 1.0, + 0.9984861016273499, + 1.0, + 0.9933949708938599, + 0.9945146441459656, + 1.0, + 1.0, + 1.0, + 0.9967865347862244, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985529363155365, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957993030548096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965509176254272, + 0.9892926216125488, + 0.9651252627372742, + 0.999773383140564, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978627622127533, + 0.9917449951171875, + 1.0, + 1.0, + 0.9756854772567749, + 1.0, + 0.9864311814308167, + 1.0, + 0.9918197393417358, + 0.9703299403190613, + 0.9939286708831787, + 1.0, + 0.967170238494873, + 1.0, + 1.0, + 1.0, + 0.9805436134338379, + 0.9801574349403381, + 1.0, + 0.9955714344978333, + 0.9903622269630432, + 0.998502790927887, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9733745455741882, + 0.9940627813339233, + 1.0, + 1.0, + 0.9898284077644348, + 0.9896200895309448, + 1.0, + 0.994676947593689, + 1.0, + 1.0, + 0.9928027987480164, + 0.9964788556098938, + 1.0, + 1.0, + 0.9897645711898804, + 0.9770424365997314, + 1.0, + 1.0, + 1.0, + 0.9909474849700928, + 0.9946017861366272, + 1.0, + 1.0, + 1.0, + 0.9782630801200867, + 1.0, + 1.0, + 1.0, + 0.9952138066291809, + 0.9905821084976196, + 1.0, + 0.9889837503433228, + 1.0, + 0.9790091514587402, + 0.9914642572402954, + 1.0, + 0.9982752203941345, + 1.0, + 0.9873026013374329, + 1.0, + 1.0, + 0.9753939509391785, + 0.9983048439025879, + 0.9923092722892761, + 0.9930548071861267, + 1.0, + 0.9974693655967712, + 1.0, + 0.993596076965332, + 1.0, + 1.0, + 1.0, + 0.9701705574989319, + 0.9782907962799072, + 1.0, + 0.960676372051239, + 1.0, + 0.9816096425056458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.992723822593689, + 1.0, + 0.9978792667388916, + 0.9977782964706421, + 1.0, + 1.0, + 0.9874797463417053, + 0.9892421960830688, + 0.9787358045578003, + 1.0, + 0.9795878529548645, + 0.9490638375282288, + 1.0, + 1.0, + 1.0, + 0.9895256161689758, + 0.9958270192146301, + 1.0, + 0.991100549697876, + 0.9937143921852112, + 0.9872490167617798, + 1.0, + 1.0, + 1.0, + 0.9984499216079712, + 0.9928196668624878, + 0.9960907101631165, + 1.0, + 1.0, + 0.983164370059967, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950893521308899, + 1.0, + 1.0, + 0.993257999420166, + 1.0, + 0.9913396835327148, + 0.9939939975738525, + 0.9742743968963623, + 0.9984965324401855, + 0.9939770102500916, + 0.969892144203186, + 0.9742287993431091, + 0.9664328694343567, + 1.0, + 0.9873610734939575, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.975616455078125, + 0.9984086155891418, + 0.9952184557914734, + 0.981252908706665, + 0.9798387289047241, + 0.9798158407211304, + 0.9954000115394592, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866929650306702, + 0.9890778064727783, + 0.9710004925727844, + 0.993967592716217, + 0.9991045594215393, + 0.9764987230300903, + 1.0, + 1.0, + 1.0, + 0.998243510723114, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976606965065002, + 1.0, + 0.9882603883743286, + 1.0, + 1.0, + 0.9823204874992371, + 0.9880014657974243, + 1.0, + 1.0, + 0.980719268321991, + 0.9956521987915039, + 1.0, + 1.0, + 0.9930024147033691, + 0.9807385206222534, + 0.9948265552520752, + 1.0, + 0.9963425993919373, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880179762840271, + 0.9802134037017822, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9923830032348633, + 1.0, + 1.0, + 0.9866558909416199, + 1.0, + 1.0, + 1.0, + 0.9967879056930542, + 1.0, + 0.9976732134819031, + 0.9726408123970032, + 0.998616635799408, + 0.9867011308670044, + 0.9625608325004578, + 1.0, + 0.9670670032501221, + 1.0, + 1.0, + 0.9745081663131714, + 0.9884623289108276, + 0.9984906315803528, + 1.0, + 1.0, + 0.9817542433738708, + 1.0, + 0.9756856560707092, + 1.0, + 0.9887111186981201, + 0.9911637306213379, + 1.0, + 0.9838583469390869, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823973774909973, + 0.9790632128715515, + 0.97921222448349, + 1.0, + 0.9820129871368408, + 1.0, + 0.9770397543907166, + 0.9962232708930969, + 1.0, + 1.0, + 1.0, + 0.980169415473938, + 1.0, + 0.9676117300987244, + 1.0, + 1.0, + 0.9656967520713806, + 0.9998899102210999, + 0.9740431308746338, + 0.9959349632263184, + 0.9895691871643066, + 0.9933546781539917, + 1.0, + 0.9952802658081055, + 0.9913063645362854, + 1.0, + 1.0, + 0.9988029599189758, + 1.0, + 0.9850731492042542, + 1.0, + 0.9742434024810791, + 0.9938311576843262, + 0.9987807869911194, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946767687797546, + 0.9806684851646423, + 0.9698184728622437, + 0.9763434529304504, + 1.0, + 0.9790809154510498, + 1.0, + 1.0, + 0.994850754737854, + 0.997294545173645, + 0.9840764403343201, + 1.0, + 1.0, + 0.9841458797454834, + 1.0, + 1.0, + 1.0, + 0.9772126078605652, + 0.9932409524917603, + 1.0, + 1.0, + 0.9646017551422119, + 1.0, + 0.992732584476471, + 1.0, + 0.9904153943061829, + 0.9767519235610962, + 0.9777929782867432, + 0.9803167581558228, + 1.0, + 0.9692361354827881, + 0.9431069493293762, + 1.0, + 0.9979789853096008, + 0.9973421096801758, + 0.9983502626419067, + 0.9898309111595154, + 1.0, + 1.0, + 1.0, + 0.9975250959396362, + 0.9936200380325317, + 0.9776456952095032, + 1.0, + 0.9798714518547058, + 1.0, + 0.9666585922241211, + 0.9706696271896362, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9852264523506165, + 1.0, + 1.0, + 0.9991876482963562, + 1.0, + 0.9799564480781555, + 0.9637681245803833, + 1.0, + 0.984324038028717, + 0.9604312181472778, + 0.9940050840377808, + 1.0, + 1.0, + 0.9940397143363953, + 1.0, + 1.0, + 0.9994277358055115, + 0.9761796593666077, + 0.9835757613182068, + 0.9937976002693176, + 1.0, + 0.9329627752304077, + 1.0, + 1.0, + 0.9963816404342651, + 1.0, + 1.0, + 0.996134877204895, + 0.9878894090652466, + 0.9817901253700256, + 1.0, + 1.0, + 0.9938812255859375, + 0.9828585386276245, + 0.9963154196739197, + 1.0, + 0.999389111995697, + 0.9853300452232361, + 0.9905707240104675, + 1.0, + 0.999752402305603, + 0.9862555861473083, + 1.0, + 1.0, + 0.9891046285629272, + 1.0, + 0.9982814192771912, + 1.0, + 0.9909256100654602, + 1.0, + 0.9847118854522705, + 1.0, + 0.9622900485992432, + 1.0, + 1.0, + 0.9794967770576477, + 0.9946479797363281, + 1.0, + 1.0, + 0.9834924936294556, + 1.0, + 1.0, + 0.9779247641563416, + 1.0, + 1.0, + 0.9902225732803345, + 0.9927433133125305, + 1.0, + 1.0, + 0.998700737953186, + 1.0, + 1.0, + 0.9909655451774597, + 0.9772673845291138, + 1.0, + 1.0, + 0.9932692646980286, + 0.9807599186897278, + 1.0, + 1.0, + 0.9800667762756348, + 0.9795396327972412, + 0.9910480976104736, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9830693602561951, + 0.9862222075462341, + 0.9987607598304749, + 0.9632261991500854, + 0.9669750332832336, + 0.9711759686470032, + 0.998254120349884, + 0.9986258745193481, + 0.960595428943634, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9901854991912842, + 1.0, + 0.9785800576210022, + 1.0, + 0.9863713383674622, + 0.9927214980125427, + 0.9991300702095032, + 1.0, + 1.0, + 0.9943475723266602, + 1.0, + 1.0, + 0.9892499446868896, + 0.9795942902565002, + 0.9912486672401428, + 1.0, + 1.0, + 1.0, + 0.9994091987609863, + 0.9904231429100037, + 0.9983288645744324, + 1.0, + 0.96933913230896, + 0.9730461239814758, + 0.9854540824890137, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921059012413025, + 0.9893499612808228, + 1.0, + 0.9953309893608093, + 0.979312002658844, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9827920794487, + 0.9957095384597778, + 1.0, + 0.9893482327461243, + 1.0, + 0.9930660128593445, + 0.9760268926620483, + 0.9923692345619202, + 1.0, + 1.0, + 1.0, + 0.9732553362846375, + 1.0, + 1.0, + 0.9815950393676758, + 0.9892688989639282, + 0.9860531687736511, + 0.9624032378196716, + 1.0, + 1.0, + 0.9967975616455078, + 1.0, + 1.0, + 0.9799926280975342, + 0.9886717796325684, + 0.9924452304840088, + 0.9880740642547607, + 0.973035454750061, + 0.979546070098877, + 0.9912434220314026, + 1.0, + 0.9901857972145081, + 1.0, + 1.0, + 0.9894697070121765, + 1.0, + 1.0, + 1.0, + 0.9755213856697083, + 0.9875816702842712, + 1.0, + 1.0, + 0.9958327412605286, + 0.9901090860366821, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9924821257591248, + 1.0, + 1.0, + 0.952647864818573, + 1.0, + 0.9686992764472961, + 1.0, + 0.9878001809120178, + 0.9901195764541626, + 1.0, + 1.0, + 0.988206684589386, + 0.9975352883338928, + 0.9871261119842529, + 1.0, + 1.0, + 0.9863572716712952, + 0.9744054079055786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9815335273742676, + 0.9701119065284729, + 1.0, + 1.0, + 0.960917055606842, + 0.9835578799247742, + 0.991830050945282, + 1.0, + 1.0, + 1.0, + 0.9778414368629456, + 1.0, + 1.0, + 0.9876635074615479, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995546281337738, + 1.0, + 0.9932571053504944, + 1.0, + 0.963638424873352, + 0.9685355424880981, + 0.9985344409942627, + 0.9998776912689209, + 0.9789602160453796, + 0.9991253018379211, + 0.9933717250823975, + 0.9731839299201965, + 1.0, + 0.9837387800216675, + 0.996485710144043, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937201738357544, + 0.9886484146118164, + 0.9857954382896423, + 0.9908741116523743, + 0.9870334267616272, + 0.9696746468544006, + 0.9941757917404175, + 0.9717269539833069, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972338676452637, + 1.0, + 1.0, + 0.9902719855308533, + 1.0, + 0.9813467860221863, + 0.9491190910339355, + 0.998534619808197, + 0.9739513397216797, + 0.9959819316864014, + 0.9940746426582336, + 0.9861762523651123, + 0.999099850654602, + 1.0, + 0.9840612411499023, + 1.0, + 0.9889593720436096, + 1.0, + 0.9979828000068665, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969959855079651, + 1.0, + 1.0, + 1.0, + 0.9836157560348511, + 0.9655448198318481, + 1.0, + 0.9929723739624023, + 1.0, + 0.9946894645690918, + 0.9822424054145813, + 1.0, + 1.0, + 1.0, + 0.9939478039741516, + 0.99747234582901, + 0.9846810102462769, + 1.0, + 0.9781206846237183, + 0.9731574654579163, + 1.0, + 1.0, + 1.0, + 0.9967900514602661, + 0.9807935953140259, + 0.970450222492218, + 0.9908168315887451, + 0.9607316851615906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987263083457947, + 1.0, + 0.987305223941803, + 0.9746347665786743, + 1.0, + 0.986465573310852, + 0.9991574287414551, + 0.997470498085022, + 1.0, + 1.0, + 0.9930455684661865, + 0.9928761124610901, + 0.9935546517372131, + 1.0, + 1.0, + 1.0, + 0.9799299240112305, + 1.0, + 1.0, + 0.9979568123817444, + 0.993496298789978, + 1.0, + 0.9810619354248047, + 0.9852169156074524, + 0.990203320980072, + 0.9984971880912781, + 1.0, + 0.9916852712631226, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927175641059875, + 1.0, + 0.9965811967849731, + 0.9943640828132629, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877573847770691, + 1.0, + 1.0 + ] + ], + "consistencies": [ + 4.246102333068848, + -6.631690502166748, + -0.4896669387817383, + 0.025073230266571045, + 0.020685136318206787, + 0.14409136772155762, + 0.3676331639289856, + 0.6297816038131714, + 0.6588025093078613, + 0.5739859342575073, + 0.6140343546867371, + 0.6659231781959534, + 0.692249059677124, + 0.6886590123176575, + 0.7806204557418823, + 0.8627421855926514, + 0.9240027666091919, + 0.9066503047943115, + 0.9374415874481201, + 0.9566071629524231, + 0.8717449307441711, + 0.7297373414039612, + 0.7059667110443115, + 0.6824131011962891, + 0.7633767127990723, + 0.879646360874176, + 0.9555399417877197, + 0.9374948143959045, + 0.9678181409835815, + 0.9389871954917908, + 0.9066038131713867, + 0.8724626302719116, + 0.9137545228004456, + 0.9609066247940063, + 0.9579881429672241, + 0.9552072882652283, + 0.9524836540222168, + 0.8808861374855042, + 0.8833457231521606, + 0.826154351234436, + 0.8199491500854492, + 0.6767168641090393, + 0.5675381422042847, + 0.5418926477432251, + 0.40264880657196045, + 0.37478703260421753, + 0.2641080617904663, + 0.38250458240509033, + 0.3253900408744812, + 0.33646368980407715, + 0.39959269762039185, + 0.5026388168334961, + 0.602616548538208, + 0.5987443923950195, + 0.6411126852035522, + 0.7028257846832275, + 0.7232415676116943, + 0.6786725521087646, + 0.6285414695739746, + 0.6307575702667236, + 0.6333261728286743, + 0.6694005727767944, + 0.7156040668487549, + 0.7784463763237, + 0.7943075895309448, + 0.8711767792701721, + 0.8395771980285645, + 0.8290956020355225, + 0.8260320425033569, + 0.833376407623291, + 0.8425582647323608, + 0.8318544626235962, + 0.8013676404953003, + 0.7684115171432495, + 0.7308815717697144, + 0.6933361887931824, + 0.7044433355331421, + 0.7081606388092041, + 0.7251787185668945, + 0.7327868938446045, + 0.7141730189323425, + 0.7334978580474854, + 0.7555744051933289, + 0.7358341217041016, + 0.7197562456130981, + 0.6874972581863403, + 0.6683453321456909, + 0.6523113250732422, + 0.6207494735717773, + 0.634996771812439, + 0.6842740774154663, + 0.7290363311767578, + 0.7339798212051392, + 0.7254059910774231, + 0.7363348603248596, + 0.691824197769165, + 0.6474490165710449, + 0.5657322406768799, + 0.48927491903305054, + 0.43458670377731323, + 0.4103279113769531, + 0.43790000677108765, + 0.4354397654533386, + 0.45093077421188354, + 0.4910849928855896, + 0.5187108516693115, + 0.555655837059021, + 0.6241800785064697, + 0.6929608583450317, + 0.723872184753418, + 0.7032663822174072, + 0.71117103099823, + 0.6718188524246216, + 0.6550776958465576, + 0.6528733372688293, + 0.6652687788009644, + 0.6392073035240173, + 0.6738261580467224, + 0.6926974058151245, + 0.7261757850646973, + 0.767706036567688, + 0.8284727931022644, + 0.8521092534065247, + 0.8679870963096619, + 0.8568012714385986, + 0.8172293305397034, + 0.8129643797874451, + 0.7846133708953857, + 0.7726691961288452, + 0.7574321627616882, + 0.7679658532142639, + 0.7994773983955383, + 0.7909764051437378, + 0.7803954482078552, + 0.746457576751709, + 0.7479450702667236, + 0.7626379132270813, + 0.7641918063163757, + 0.7721861004829407, + 0.7631502747535706, + 0.7815902233123779, + 0.7664437294006348, + 0.7510635852813721, + 0.7161332368850708, + 0.661334753036499, + 0.7176030278205872, + 0.6859009265899658, + 0.7043763995170593, + 0.6614764928817749, + 0.6758735179901123, + 0.6716856956481934, + 0.6529864072799683, + 0.6637301445007324, + 0.6348206996917725, + 0.6415310502052307, + 0.6367251873016357, + 0.6142837405204773, + 0.6250033974647522, + 0.6127591133117676, + 0.6027701497077942, + 0.636025071144104, + 0.6225904226303101, + 0.6504051685333252, + 0.65009605884552, + 0.6503794193267822, + 0.6112957000732422, + 0.570038914680481, + 0.593508243560791, + 0.5862807631492615, + 0.5610790252685547, + 0.561024010181427, + 0.569149911403656, + 0.5789943933486938, + 0.615336000919342, + 0.5940380692481995, + 0.5877641439437866, + 0.5450682640075684, + 0.5128449201583862, + 0.42736130952835083, + 0.43511635065078735, + 0.49965089559555054, + 0.5723545551300049, + 0.7009998559951782, + 0.7714807391166687, + 0.8331915140151978, + 0.8158189058303833, + 0.7505471706390381, + 0.6858223080635071, + 0.5869995951652527, + 0.5813256502151489, + 0.580649197101593, + 0.5679372549057007, + 0.6019070744514465, + 0.6318358182907104, + 0.6271243095397949, + 0.614457368850708, + 0.5822566747665405, + 0.5787593722343445, + 0.547958493232727, + 0.5532841682434082, + 0.49524247646331787, + 0.5426994562149048, + 0.6434652209281921, + 0.6219590306282043, + 0.6662271618843079, + 0.6522400379180908, + 0.6257563233375549, + 0.6195196509361267, + 0.6190008521080017, + 0.5702419281005859, + 0.5627092719078064, + 0.5752304792404175, + 0.5556399822235107, + 0.643435001373291, + 0.6169386506080627, + 0.6306806802749634, + 0.6899759769439697, + 0.5872231721878052, + 0.5897350311279297, + 0.6059492230415344, + 0.5692819356918335, + 0.5413527488708496, + 0.48602133989334106, + 0.3917679786682129, + 0.42489051818847656, + 0.3803126811981201, + 0.33429908752441406, + 0.25901520252227783, + 0.204179584980011, + 0.23398220539093018, + 0.29176652431488037, + 0.2282894253730774, + 0.229314386844635, + 0.2564176321029663, + 0.3476349115371704, + 0.3486177921295166, + 0.37506967782974243, + 0.38655757904052734, + 0.4533703923225403, + 0.5227754712104797, + 0.5240473747253418, + 0.4519774317741394, + 0.411796510219574, + 0.46819794178009033, + 0.4680324196815491, + 0.3941825032234192, + 0.3632867932319641, + 0.3902878165245056, + 0.36658328771591187, + 0.35756486654281616, + 0.3148428797721863, + 0.2762638330459595, + 0.3145948052406311, + 0.3180105686187744, + 0.3142435550689697, + 0.3511252999305725, + 0.4318554401397705, + 0.4901301860809326, + 0.532807469367981, + 0.5741947889328003, + 0.592255711555481, + 0.5694666504859924, + 0.5172330141067505, + 0.5155800580978394, + 0.5473984479904175, + 0.47711217403411865, + 0.4838941693305969, + 0.49468743801116943, + 0.5131609439849854, + 0.553745687007904, + 0.5461815595626831, + 0.5480800271034241, + 0.5319271683692932, + 0.5628604888916016, + 0.5572293996810913, + 0.5483229160308838, + 0.5062870979309082, + 0.4900055527687073, + 0.4622529149055481, + 0.4702131748199463, + 0.4802970886230469, + 0.44138187170028687, + 0.41327452659606934, + 0.47256892919540405, + 0.5847609043121338, + 0.5795419216156006, + 0.5740710496902466, + 0.5847283601760864, + 0.6107949018478394, + 0.5918541550636292, + 0.5151418447494507, + 0.5458474159240723, + 0.5605807304382324, + 0.5477586984634399, + 0.6040167808532715, + 0.6082600355148315, + 0.6283007860183716, + 0.6490423679351807, + 0.6437079310417175, + 0.6143007278442383, + 0.6153464913368225, + 0.6002439260482788, + 0.5837352275848389, + 0.5168397426605225, + 0.5354494452476501, + 0.5786081552505493, + 0.5423548817634583, + 0.5774562358856201, + 0.6033158302307129, + 0.5946363210678101, + 0.5741684436798096, + 0.5371737480163574, + 0.5205843448638916, + 0.5161166191101074, + 0.5258975028991699, + 0.5244583487510681, + 0.560983419418335, + 0.5580695867538452, + 0.5473220348358154, + 0.60528564453125, + 0.5833542943000793, + 0.5628916025161743, + 0.5070756673812866, + 0.47474032640457153, + 0.44272953271865845, + 0.47187644243240356, + 0.4756758213043213, + 0.4566950798034668, + 0.4148433208465576, + 0.407446026802063, + 0.37539392709732056, + 0.4300374984741211, + 0.41787970066070557, + 0.4012184739112854, + 0.42276328802108765, + 0.470888614654541, + 0.5120369791984558, + 0.5297129154205322, + 0.5443943738937378, + 0.5652495622634888, + 0.5826293230056763, + 0.5733133554458618, + 0.5868366956710815, + 0.6211926937103271, + 0.5924078822135925, + 0.6225252151489258, + 0.6119025945663452, + 0.5744081735610962, + 0.5913474559783936, + 0.581169605255127, + 0.5368039608001709, + 0.5203455686569214, + 0.5680710077285767, + 0.5281926393508911, + 0.5477725267410278, + 0.5067017078399658, + 0.5445287227630615, + 0.5276199579238892, + 0.5017135739326477, + 0.48578131198883057, + 0.4959627389907837, + 0.49513864517211914, + 0.5016524195671082, + 0.5243489742279053, + 0.5274453163146973, + 0.5925925970077515, + 0.6711903810501099, + 0.6817604899406433, + 0.7126122713088989, + 0.7037880420684814, + 0.6603915691375732, + 0.6974349021911621, + 0.6767104268074036, + 0.6677769422531128, + 0.659821629524231, + 0.6951237916946411, + 0.6608487367630005, + 0.6525173783302307, + 0.6438181400299072, + 0.6664378643035889, + 0.6339480876922607, + 0.6196507811546326, + 0.5265722274780273, + 0.5416995286941528, + 0.5618237853050232, + 0.5990259647369385, + 0.5921926498413086, + 0.6164857149124146, + 0.6554359197616577, + 0.7254123687744141, + 0.6847373843193054, + 0.6176428198814392, + 0.5848825573921204, + 0.5411794781684875, + 0.49269694089889526, + 0.4599495530128479, + 0.4557455778121948, + 0.46004271507263184, + 0.5175967216491699, + 0.5236687064170837, + 0.5606265664100647, + 0.5658614635467529, + 0.5798096060752869, + 0.5478186011314392, + 0.5265371799468994, + 0.5339314937591553, + 0.46732550859451294, + 0.46207195520401, + 0.5002889633178711, + 0.4405636191368103, + 0.44604241847991943, + 0.43173664808273315, + 0.46190929412841797, + 0.4740740656852722, + 0.4859718680381775, + 0.4721880555152893, + 0.5019870400428772, + 0.5556347966194153, + 0.575542688369751, + 0.6074222326278687, + 0.6100142002105713, + 0.6168234944343567, + 0.659717321395874, + 0.671109676361084, + 0.6438685655593872, + 0.6315605044364929, + 0.6159088611602783, + 0.6224198341369629, + 0.6463133096694946, + 0.654836893081665, + 0.5612616539001465, + 0.5795043706893921, + 0.6187266707420349, + 0.678330659866333, + 0.6376110315322876, + 0.6508591175079346, + 0.6606748104095459, + 0.6584727764129639, + 0.6861294507980347, + 0.6656148433685303, + 0.6529070734977722, + 0.6473428010940552, + 0.6521924734115601, + 0.6120127439498901, + 0.61817866563797, + 0.6242247819900513, + 0.5802956819534302, + 0.5663273334503174, + 0.6045316457748413, + 0.5769427418708801, + 0.6077682375907898, + 0.6311216354370117, + 0.697990894317627, + 0.682841420173645, + 0.688896119594574, + 0.6781631708145142, + 0.7024644613265991, + 0.6998993158340454, + 0.6777708530426025, + 0.6289709806442261, + 0.6335645914077759, + 0.6449940204620361, + 0.6094957590103149, + 0.5856866836547852, + 0.6031843423843384, + 0.6442891359329224, + 0.6362147331237793, + 0.6304930448532104, + 0.6314294934272766, + 0.642090380191803, + 0.6317095756530762, + 0.649057149887085, + 0.6217804551124573, + 0.6345327496528625, + 0.6366332769393921, + 0.6284456253051758, + 0.6005934476852417, + 0.5979372262954712, + 0.6213374137878418, + 0.6387826204299927, + 0.6380676031112671, + 0.6143476963043213, + 0.6204086542129517, + 0.6396428942680359, + 0.6478561162948608, + 0.6477181911468506, + 0.6396924257278442, + 0.6251363754272461, + 0.6317126154899597, + 0.6628433465957642, + 0.6578569412231445, + 0.6517558693885803, + 0.6380010843276978, + 0.6434510350227356, + 0.626757025718689, + 0.6726658344268799, + 0.69815593957901, + 0.6808453798294067, + 0.6596146821975708, + 0.6911108493804932, + 0.6997161507606506, + 0.7196875810623169, + 0.6637188196182251, + 0.6317099332809448, + 0.604866623878479, + 0.6098318099975586, + 0.5930378437042236, + 0.579391360282898, + 0.5961849689483643, + 0.6133335828781128, + 0.5807052254676819, + 0.5458811521530151, + 0.541031539440155, + 0.5370669364929199, + 0.556625247001648, + 0.5206081867218018, + 0.4521142244338989, + 0.42687273025512695, + 0.45319998264312744, + 0.49113619327545166, + 0.4872244596481323, + 0.44561827182769775, + 0.4459710121154785, + 0.46298837661743164, + 0.49184173345565796, + 0.4362240433692932, + 0.4496765732765198, + 0.5144690275192261, + 0.5354794859886169, + 0.5707530975341797, + 0.572941780090332, + 0.5909583568572998, + 0.5871233940124512, + 0.6610579490661621, + 0.6425066590309143, + 0.6327424645423889, + 0.6026726961135864, + 0.5730535984039307, + 0.5526523590087891, + 0.5753353834152222, + 0.5836434364318848, + 0.5758291482925415, + 0.5407907962799072, + 0.5586224794387817, + 0.5307159423828125, + 0.5683606266975403, + 0.6034164428710938, + 0.61064612865448, + 0.6136025190353394, + 0.6444677114486694, + 0.688993513584137, + 0.6378026604652405, + 0.6435902118682861, + 0.6022160053253174, + 0.6256460547447205, + 0.6332205533981323, + 0.5729592442512512, + 0.6050366163253784, + 0.6073229312896729, + 0.5921275615692139, + 0.5896430611610413, + 0.5932459831237793, + 0.5834639072418213, + 0.5158423185348511, + 0.48994773626327515, + 0.5200464129447937, + 0.5234746932983398, + 0.5081794261932373, + 0.5122910737991333, + 0.5332827568054199, + 0.5098081827163696, + 0.5271086692810059, + 0.5314371585845947, + 0.5583020448684692, + 0.5632762908935547, + 0.561983048915863, + 0.587588906288147, + 0.6251122951507568, + 0.6097382307052612, + 0.5650506019592285, + 0.5599815845489502, + 0.5569456815719604, + 0.5634933710098267, + 0.5476506948471069, + 0.554716944694519, + 0.5888680219650269, + 0.5838624835014343, + 0.5906292200088501, + 0.6131688356399536, + 0.62324059009552, + 0.5923596620559692, + 0.5466830730438232, + 0.5756758451461792, + 0.5568685531616211, + 0.5909595489501953, + 0.6049898862838745, + 0.5906219482421875, + 0.5911712646484375, + 0.5792486071586609, + 0.6031813621520996, + 0.5943551063537598, + 0.5783206820487976, + 0.5176418423652649, + 0.4844666123390198, + 0.462985634803772, + 0.4597861170768738, + 0.4677311182022095, + 0.47871482372283936, + 0.49383431673049927, + 0.49703407287597656, + 0.5520923733711243, + 0.5574345588684082, + 0.5402852296829224, + 0.56528639793396, + 0.5376167297363281, + 0.5804303288459778, + 0.5474932193756104, + 0.515127956867218, + 0.491931676864624, + 0.5396377444267273, + 0.5415682196617126, + 0.5580267906188965, + 0.562394917011261, + 0.5879595279693604, + 0.6245346665382385, + 0.6151471138000488, + 0.6079940795898438, + 0.6059339046478271, + 0.5584549903869629, + 0.5602720975875854, + 0.5412216782569885, + 0.4866575002670288, + 0.4566582441329956, + 0.4293758273124695, + 0.4483875036239624, + 0.4060894846916199, + 0.4969872832298279, + 0.5177344083786011, + 0.5246331095695496, + 0.4731958508491516, + 0.4606887698173523, + 0.4544373154640198, + 0.4773397445678711, + 0.435413122177124, + 0.427459180355072, + 0.4420437812805176, + 0.40778207778930664, + 0.3789091110229492, + 0.41779667139053345, + 0.4062044024467468, + 0.4248170852661133, + 0.4180871248245239, + 0.4130176305770874, + 0.4370964765548706, + 0.4500441551208496, + 0.4202147126197815, + 0.4109272360801697, + 0.42828482389450073, + 0.45802420377731323, + 0.42811185121536255, + 0.46428030729293823, + 0.41912853717803955, + 0.3759031891822815, + 0.355521559715271, + 0.3546586036682129, + 0.3914332985877991, + 0.371645987033844, + 0.38797569274902344, + 0.39562296867370605, + 0.45812761783599854, + 0.46109336614608765, + 0.5110529661178589, + 0.532647967338562, + 0.5582854747772217, + 0.5147891044616699, + 0.5220717191696167, + 0.5372225642204285, + 0.5054177045822144, + 0.5450153350830078, + 0.5165822505950928, + 0.5521462559700012, + 0.5347263813018799, + 0.591002345085144, + 0.5856895446777344, + 0.5512868165969849, + 0.5926521420478821, + 0.5211316347122192, + 0.5479231476783752, + 0.5464262962341309, + 0.5154633522033691, + 0.4958752393722534, + 0.5165027379989624, + 0.5332337617874146, + 0.523472249507904, + 0.5664616823196411, + 0.5546659231185913, + 0.5319634675979614, + 0.4806210994720459, + 0.477059543132782, + 0.4287739396095276, + 0.4359438419342041, + 0.4327758550643921, + 0.4173409342765808, + 0.3877873420715332, + 0.38086187839508057, + 0.41856080293655396, + 0.45734918117523193, + 0.5022397041320801, + 0.483207106590271, + 0.5684967041015625, + 0.5970578193664551, + 0.5988962650299072, + 0.6101272702217102, + 0.6312078237533569, + 0.6166551113128662, + 0.6012404561042786, + 0.565535306930542, + 0.5357360243797302, + 0.5487432479858398, + 0.47724759578704834, + 0.4624709486961365, + 0.4801061153411865, + 0.4747757911682129, + 0.4732591509819031, + 0.5064871311187744, + 0.5402984023094177, + 0.5268220901489258, + 0.48447519540786743, + 0.5049328207969666, + 0.5063498020172119, + 0.5157922506332397, + 0.5103352069854736, + 0.5012372732162476, + 0.504045844078064, + 0.5075243711471558, + 0.5398509502410889, + 0.5407460927963257, + 0.5357151031494141, + 0.49907106161117554, + 0.47812873125076294, + 0.46442610025405884, + 0.510757565498352, + 0.5108122825622559, + 0.5298697352409363, + 0.521155834197998, + 0.5321400165557861, + 0.5492762327194214, + 0.5118080377578735, + 0.5387055277824402, + 0.509598970413208, + 0.5432878732681274, + 0.5923230648040771, + 0.5879233479499817, + 0.5827077627182007, + 0.5546783208847046, + 0.5763189196586609, + 0.5363748073577881, + 0.5362093448638916, + 0.536457896232605, + 0.5435630083084106, + 0.5745443105697632, + 0.5738325119018555, + 0.6295430660247803, + 0.6438511610031128, + 0.675472617149353, + 0.6567656993865967, + 0.6419024467468262, + 0.6214829683303833, + 0.5825114250183105, + 0.5555888414382935, + 0.5398349761962891, + 0.5513697862625122, + 0.5640334486961365, + 0.5309700965881348, + 0.5158926844596863, + 0.5129945278167725, + 0.5480402708053589, + 0.5080015659332275, + 0.5002070665359497, + 0.4859805107116699, + 0.46701449155807495, + 0.5303035974502563, + 0.5424026250839233, + 0.552261233329773, + 0.5721955299377441, + 0.6048591732978821, + 0.579452395439148, + 0.5640149116516113, + 0.5867204666137695, + 0.5616934299468994, + 0.5294942855834961, + 0.5422143936157227, + 0.5275481939315796, + 0.5542821884155273, + 0.5421957969665527, + 0.5404200553894043, + 0.48707830905914307, + 0.4522514343261719, + 0.44408005475997925, + 0.37602585554122925, + 0.414615273475647, + 0.38114500045776367, + 0.4003337621688843, + 0.4433530569076538, + 0.4946490526199341, + 0.4917446970939636, + 0.5150146484375, + 0.5457779169082642, + 0.5503159761428833, + 0.5399306416511536, + 0.5115965008735657, + 0.5099567174911499, + 0.45680034160614014, + 0.49941402673721313, + 0.4633650779724121, + 0.4419291019439697, + 0.42803287506103516, + 0.39214879274368286, + 0.4115060567855835, + 0.41152435541152954, + 0.41318875551223755, + 0.41089725494384766, + 0.45080864429473877, + 0.4517580270767212, + 0.45417773723602295, + 0.44730931520462036, + 0.47675442695617676, + 0.4963420629501343, + 0.4783760905265808, + 0.46101653575897217, + 0.4727534055709839, + 0.47436821460723877, + 0.5084183216094971, + 0.5185997486114502, + 0.5234667062759399, + 0.524604320526123, + 0.5541869401931763, + 0.5487098693847656, + 0.5502634048461914, + 0.5987294912338257, + 0.5437612533569336, + 0.5143142938613892, + 0.5030661821365356, + 0.5301283001899719, + 0.506924033164978, + 0.49343734979629517, + 0.47302788496017456, + 0.45783811807632446, + 0.46285074949264526, + 0.46923375129699707, + 0.455985963344574, + 0.45609384775161743, + 0.47029972076416016, + 0.46534717082977295, + 0.4953234791755676, + 0.5125765800476074, + 0.5044686794281006, + 0.49883002042770386, + 0.4971855878829956, + 0.47868162393569946, + 0.5013195276260376, + 0.47804272174835205, + 0.45594823360443115, + 0.45365291833877563, + 0.44354158639907837, + 0.44324177503585815, + 0.4752546548843384, + 0.5021709203720093, + 0.46496230363845825, + 0.46049439907073975, + 0.4592409133911133, + 0.47954100370407104, + 0.45600080490112305, + 0.4438527822494507, + 0.4462544322013855, + 0.47596102952957153, + 0.4781177043914795, + 0.5644493103027344, + 0.5821659564971924, + 0.5560253262519836, + 0.560386061668396, + 0.5172964334487915, + 0.5126187801361084, + 0.5033502578735352, + 0.4505111575126648, + 0.4196208119392395, + 0.3918442726135254, + 0.4482284188270569, + 0.41975438594818115, + 0.4609507918357849, + 0.4590945243835449, + 0.5062351822853088, + 0.5466693639755249, + 0.5272353291511536, + 0.5524976253509521, + 0.5619633197784424, + 0.5653879046440125, + 0.5634584426879883, + 0.5562607049942017, + 0.5765326619148254, + 0.5400201082229614, + 0.610588788986206, + 0.5837794542312622, + 0.5196396112442017, + 0.5215181112289429, + 0.515288233757019, + 0.5349788069725037, + 0.5182721614837646, + 0.49072229862213135, + 0.4756888747215271, + 0.4617382287979126, + 0.4693874716758728, + 0.4644150733947754, + 0.4209670424461365, + 0.3920000195503235, + 0.4090699553489685, + 0.43105363845825195, + 0.46610546112060547, + 0.516624927520752, + 0.5228398442268372, + 0.5495396852493286, + 0.5926263332366943, + 0.5931153297424316, + 0.5900824069976807, + 0.5479516983032227, + 0.4943618178367615, + 0.514728307723999, + 0.5215958952903748, + 0.5165002346038818, + 0.4899168014526367, + 0.46091240644454956, + 0.49150800704956055, + 0.47384124994277954, + 0.5348813533782959, + 0.5412004590034485, + 0.527145504951477, + 0.49310433864593506, + 0.5035223960876465, + 0.4817947745323181, + 0.4470043182373047, + 0.45193183422088623, + 0.4889724850654602, + 0.475533127784729, + 0.49675804376602173, + 0.46205127239227295, + 0.4825785756111145, + 0.4708815813064575, + 0.4499896168708801, + 0.44592177867889404, + 0.4629523754119873, + 0.46921491622924805, + 0.5073235630989075, + 0.5354676246643066, + 0.5511840581893921, + 0.5562576055526733, + 0.5409051179885864, + 0.5266336798667908, + 0.5358039140701294, + 0.5336729288101196, + 0.5023531317710876, + 0.5112245082855225, + 0.5171616673469543, + 0.5360269546508789, + 0.5373348593711853, + 0.5540653467178345, + 0.5435655117034912, + 0.5568225979804993, + 0.5508615374565125, + 0.5607894659042358, + 0.5465357303619385, + 0.5196728706359863, + 0.4992638826370239, + 0.49597716331481934, + 0.46238547563552856, + 0.4668874740600586, + 0.4499002695083618, + 0.46356093883514404, + 0.4495546817779541, + 0.4723418951034546, + 0.5098671913146973, + 0.5343238711357117, + 0.531714677810669, + 0.5603005886077881, + 0.5570583343505859, + 0.5381359457969666, + 0.5306869745254517, + 0.5367777943611145, + 0.53285813331604, + 0.5021867752075195, + 0.5182430148124695, + 0.5299088954925537, + 0.5614402294158936, + 0.5789661407470703, + 0.5706301927566528, + 0.6166409254074097, + 0.6308028697967529, + 0.6465142369270325, + 0.6267694234848022, + 0.6263418197631836, + 0.635116457939148 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..9a728f1222093bb09bf8210cea5d96919c90d95c --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 1274.6134033203125, + "strength": 860.2551879882812, + "max_strength": 1254.0333251953125, + "final_strength": 1107.0333251953125, + "sample_efficiency": 3.0398109629459213e-07, + "training_efficiency": 1.9450881154625677e-05, + "stability": 0.9925732612609863, + "consistency": 0.5473644733428955 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0.log b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..77de0afe3753e609d3cdcbb8ea057436e1b63064 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0.log @@ -0,0 +1,5 @@ +2026-01-08 12:07:02 | INFO | PID:1661 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:1274.61 | strength:860.3 | max_strength:1254 | final_strength:1107 | sample_efficiency:3.04e-07 | training_efficiency:1.945e-05 | stability:0.9926 | consistency:0.5474 +2026-01-08 12:07:02 | INFO | PID:1661 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 12:07:02 | INFO | PID:1661 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_alien_2026_01_08_094412 +2026-01-08 12:07:02 | INFO | PID:1661 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-08 12:07:02 | INFO | PID:1661 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_alien_2026_01_08_094412 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_alien_2026_01_08_094412... diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s0.log b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..86cc0daa8c8bc16e3638f7f134abc587f1b39f39 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s0.log @@ -0,0 +1,2794 @@ +2026-01-08 09:44:17 | INFO | PID:1822 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:44:43 | INFO | PID:1822 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-08 09:44:43 | INFO | PID:1822 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.7 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.7 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-08 09:44:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:160.00 total_reward_ma:160.00 loss:-0.02374 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.836 +2026-01-08 09:45:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:192.50 total_reward_ma:176.25 loss:-0.02082 fps:476.2 +frame:2.00e+04 wall_t:42 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.799 +2026-01-08 09:45:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:224.86 total_reward_ma:192.45 loss:-0.01707 fps:625 +frame:3.00e+04 wall_t:48 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.749 +2026-01-08 09:45:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:231.80 total_reward_ma:202.29 loss:-0.01755 fps:714.3 +frame:4.00e+04 wall_t:56 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.718 +2026-01-08 09:45:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:268.51 total_reward_ma:215.53 loss:-0.01796 fps:757.6 +frame:5.00e+04 wall_t:66 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.622 +2026-01-08 09:45:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:271.83 total_reward_ma:224.92 loss:-0.009731 fps:800 +frame:6.00e+04 wall_t:75 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.611 +2026-01-08 09:45:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:268.66 total_reward_ma:231.17 loss:-0.007762 fps:823.5 +frame:7.00e+04 wall_t:85 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.494 +2026-01-08 09:45:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:277.70 total_reward_ma:236.98 loss:7.152e-05 fps:851.1 +frame:8.00e+04 wall_t:94 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.504 +2026-01-08 09:46:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:316.00 total_reward_ma:245.76 loss:0.002063 fps:873.8 +frame:9.00e+04 wall_t:103 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.463 +2026-01-08 09:46:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:328.70 total_reward_ma:254.06 loss:-0.0007291 fps:885 +frame:1.00e+05 wall_t:113 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.455 +2026-01-08 09:46:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:344.00 total_reward_ma:262.23 loss:0.001581 fps:894.3 +frame:1.10e+05 wall_t:123 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.251 +2026-01-08 09:46:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:337.30 total_reward_ma:268.49 loss:0.01441 fps:902.3 +frame:1.20e+05 wall_t:133 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.304 +2026-01-08 09:46:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:348.50 total_reward_ma:274.64 loss:0.02078 fps:915.5 +frame:1.30e+05 wall_t:142 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.288 +2026-01-08 09:46:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:372.00 total_reward_ma:281.60 loss:0.01181 fps:921.1 +frame:1.40e+05 wall_t:152 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.214 +2026-01-08 09:47:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:357.20 total_reward_ma:286.64 loss:-0.0002611 fps:931.7 +frame:1.50e+05 wall_t:161 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.312 +2026-01-08 09:47:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:358.00 total_reward_ma:291.10 loss:0.01634 fps:935.7 +frame:1.60e+05 wall_t:171 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.268 +2026-01-08 09:47:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:358.00 total_reward_ma:295.03 loss:0.03472 fps:944.4 +frame:1.70e+05 wall_t:180 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.012 +2026-01-08 09:47:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:366.80 total_reward_ma:299.02 loss:0.02291 fps:952.4 +frame:1.80e+05 wall_t:189 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.125 +2026-01-08 09:47:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:373.90 total_reward_ma:302.96 loss:0.01943 fps:959.6 +frame:1.90e+05 wall_t:198 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.09 +2026-01-08 09:47:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:389.50 total_reward_ma:307.29 loss:0.02171 fps:961.5 +frame:2.00e+05 wall_t:208 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.118 +2026-01-08 09:47:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:397.00 total_reward_ma:311.56 loss:0.02066 fps:972.2 +frame:2.10e+05 wall_t:216 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.118 +2026-01-08 09:48:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:410.50 total_reward_ma:316.06 loss:0.01016 fps:973.5 +frame:2.20e+05 wall_t:226 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.151 +2026-01-08 09:48:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:420.50 total_reward_ma:320.60 loss:0.03183 fps:978.7 +frame:2.30e+05 wall_t:235 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.012 +2026-01-08 09:48:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:422.90 total_reward_ma:324.86 loss:0.05199 fps:971.7 +frame:2.40e+05 wall_t:247 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.992 +2026-01-08 09:48:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:431.80 total_reward_ma:329.14 loss:0.04849 fps:976.6 +frame:2.50e+05 wall_t:256 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.002 +2026-01-08 09:48:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:417.00 total_reward_ma:332.52 loss:0.06961 fps:984.8 +frame:2.60e+05 wall_t:264 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.861 +2026-01-08 09:48:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:406.00 total_reward_ma:335.24 loss:0.04105 fps:989 +frame:2.70e+05 wall_t:273 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.865 +2026-01-08 09:49:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:430.80 total_reward_ma:338.65 loss:0.0434 fps:992.9 +frame:2.80e+05 wall_t:282 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.947 +2026-01-08 09:49:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:428.30 total_reward_ma:341.74 loss:0.04628 fps:996.6 +frame:2.90e+05 wall_t:291 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.925 +2026-01-08 09:49:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:424.50 total_reward_ma:344.50 loss:0.06228 fps:996.7 +frame:3.00e+05 wall_t:301 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.918 +2026-01-08 09:49:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:425.20 total_reward_ma:347.11 loss:0.06383 fps:996.8 +frame:3.10e+05 wall_t:311 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.01 +2026-01-08 09:49:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:436.80 total_reward_ma:349.91 loss:0.07922 fps:996.9 +frame:3.20e+05 wall_t:321 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.806 +2026-01-08 09:49:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:437.30 total_reward_ma:352.56 loss:0.04842 fps:997 +frame:3.30e+05 wall_t:331 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.902 +2026-01-08 09:50:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:427.20 total_reward_ma:354.75 loss:0.08151 fps:1000 +frame:3.40e+05 wall_t:340 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.939 +2026-01-08 09:50:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:445.60 total_reward_ma:357.35 loss:0.05661 fps:1003 +frame:3.50e+05 wall_t:349 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.866 +2026-01-08 09:50:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:451.10 total_reward_ma:359.95 loss:0.07044 fps:1006 +frame:3.60e+05 wall_t:358 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.731 +2026-01-08 09:50:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:470.10 total_reward_ma:362.93 loss:0.07156 fps:1005 +frame:3.70e+05 wall_t:368 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.698 +2026-01-08 09:50:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:479.30 total_reward_ma:365.99 loss:0.06557 fps:1008 +frame:3.80e+05 wall_t:377 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.673 +2026-01-08 09:50:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:504.60 total_reward_ma:369.55 loss:0.07677 fps:1005 +frame:3.90e+05 wall_t:388 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.611 +2026-01-08 09:50:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:521.90 total_reward_ma:373.35 loss:0.06387 fps:1008 +frame:4.00e+05 wall_t:397 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.676 +2026-01-08 09:51:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:535.00 total_reward_ma:377.30 loss:0.06726 fps:1007 +frame:4.10e+05 wall_t:407 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.64 +2026-01-08 09:51:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:552.50 total_reward_ma:381.47 loss:0.1578 fps:1010 +frame:4.20e+05 wall_t:416 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.646 +2026-01-08 09:51:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:552.30 total_reward_ma:385.44 loss:0.08591 fps:1012 +frame:4.30e+05 wall_t:425 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.685 +2026-01-08 09:51:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:552.90 total_reward_ma:389.25 loss:0.08301 fps:1014 +frame:4.40e+05 wall_t:434 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.609 +2026-01-08 09:51:44 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:558.80 total_reward_ma:393.01 loss:0.07856 fps:1014 +frame:4.50e+05 wall_t:444 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.747 +2026-01-08 09:51:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:558.20 total_reward_ma:396.61 loss:0.0952 fps:1015 +frame:4.60e+05 wall_t:453 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.65 +2026-01-08 09:52:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:555.40 total_reward_ma:399.98 loss:0.07321 fps:1017 +frame:4.70e+05 wall_t:462 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.711 +2026-01-08 09:52:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:554.00 total_reward_ma:403.19 loss:0.1156 fps:1017 +frame:4.80e+05 wall_t:472 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.617 +2026-01-08 09:52:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:554.80 total_reward_ma:406.29 loss:0.08863 fps:1019 +frame:4.90e+05 wall_t:481 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.595 +2026-01-08 09:52:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:557.00 total_reward_ma:409.30 loss:0.04228 fps:1022 +frame:5.00e+05 wall_t:489 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.58 +2026-01-08 09:52:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:560.30 total_reward_ma:412.26 loss:0.1629 fps:1020 +frame:5.10e+05 wall_t:500 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.668 +2026-01-08 09:52:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:560.70 total_reward_ma:415.12 loss:0.1684 fps:1022 +frame:5.20e+05 wall_t:509 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.556 +2026-01-08 09:52:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:557.80 total_reward_ma:417.81 loss:0.1472 fps:1021 +frame:5.30e+05 wall_t:519 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.587 +2026-01-08 09:53:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:557.00 total_reward_ma:420.39 loss:0.1353 fps:1021 +frame:5.40e+05 wall_t:529 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.646 +2026-01-08 09:53:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:567.40 total_reward_ma:423.06 loss:0.115 fps:1022 +frame:5.50e+05 wall_t:538 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.59 +2026-01-08 09:53:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:569.00 total_reward_ma:425.67 loss:0.1128 fps:1020 +frame:5.60e+05 wall_t:549 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.462 +2026-01-08 09:53:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:568.80 total_reward_ma:428.18 loss:0.1371 fps:1022 +frame:5.70e+05 wall_t:558 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.517 +2026-01-08 09:53:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:574.10 total_reward_ma:430.69 loss:0.1335 fps:1021 +frame:5.80e+05 wall_t:568 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.466 +2026-01-08 09:53:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:588.00 total_reward_ma:433.36 loss:0.06268 fps:1023 +frame:5.90e+05 wall_t:577 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.586 +2026-01-08 09:54:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:595.20 total_reward_ma:436.06 loss:0.09346 fps:1024 +frame:6.00e+05 wall_t:586 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.555 +2026-01-08 09:54:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:588.50 total_reward_ma:438.56 loss:0.116 fps:1025 +frame:6.10e+05 wall_t:595 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.52 +2026-01-08 09:54:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:594.10 total_reward_ma:441.06 loss:0.1405 fps:1025 +frame:6.20e+05 wall_t:605 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.659 +2026-01-08 09:54:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:600.00 total_reward_ma:443.59 loss:0.1014 fps:1026 +frame:6.30e+05 wall_t:614 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.406 +2026-01-08 09:54:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:606.50 total_reward_ma:446.13 loss:0.09433 fps:1027 +frame:6.40e+05 wall_t:623 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.368 +2026-01-08 09:54:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:594.50 total_reward_ma:448.41 loss:0.1794 fps:1028 +frame:6.50e+05 wall_t:632 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.502 +2026-01-08 09:55:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:601.30 total_reward_ma:450.73 loss:0.1731 fps:1028 +frame:6.60e+05 wall_t:642 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.588 +2026-01-08 09:55:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:602.00 total_reward_ma:452.99 loss:0.1248 fps:1028 +frame:6.70e+05 wall_t:652 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.566 +2026-01-08 09:55:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:608.70 total_reward_ma:455.28 loss:0.1362 fps:1029 +frame:6.80e+05 wall_t:661 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.571 +2026-01-08 09:55:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:606.90 total_reward_ma:457.48 loss:0.1335 fps:1031 +frame:6.90e+05 wall_t:669 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.524 +2026-01-08 09:55:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:614.30 total_reward_ma:459.72 loss:0.09935 fps:1032 +frame:7.00e+05 wall_t:678 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.321 +2026-01-08 09:55:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:623.10 total_reward_ma:462.02 loss:0.1471 fps:1033 +frame:7.10e+05 wall_t:687 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.431 +2026-01-08 09:55:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:622.70 total_reward_ma:464.25 loss:0.08004 fps:1034 +frame:7.20e+05 wall_t:696 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.41 +2026-01-08 09:56:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:625.30 total_reward_ma:466.46 loss:0.1526 fps:1035 +frame:7.30e+05 wall_t:705 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.383 +2026-01-08 09:56:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:623.30 total_reward_ma:468.58 loss:0.0683 fps:1036 +frame:7.40e+05 wall_t:714 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.598 +2026-01-08 09:56:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:625.40 total_reward_ma:470.67 loss:0.1563 fps:1037 +frame:7.50e+05 wall_t:723 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.403 +2026-01-08 09:56:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:619.40 total_reward_ma:472.62 loss:0.1422 fps:1038 +frame:7.60e+05 wall_t:732 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.397 +2026-01-08 09:56:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:614.70 total_reward_ma:474.47 loss:0.1315 fps:1041 +frame:7.70e+05 wall_t:740 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.367 +2026-01-08 09:56:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:615.30 total_reward_ma:476.27 loss:0.1553 fps:1041 +frame:7.80e+05 wall_t:749 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.252 +2026-01-08 09:56:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:619.20 total_reward_ma:478.08 loss:0.1017 fps:1042 +frame:7.90e+05 wall_t:758 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.314 +2026-01-08 09:57:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:626.70 total_reward_ma:479.94 loss:0.08819 fps:1043 +frame:8.00e+05 wall_t:767 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.508 +2026-01-08 09:57:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:628.30 total_reward_ma:481.77 loss:0.1291 fps:1044 +frame:8.10e+05 wall_t:776 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.37 +2026-01-08 09:57:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:640.30 total_reward_ma:483.71 loss:0.1046 fps:1045 +frame:8.20e+05 wall_t:785 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.583 +2026-01-08 09:57:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:642.50 total_reward_ma:485.62 loss:0.1198 fps:1043 +frame:8.30e+05 wall_t:796 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.49 +2026-01-08 09:57:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:638.70 total_reward_ma:487.44 loss:0.07942 fps:1041 +frame:8.40e+05 wall_t:807 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.406 +2026-01-08 09:57:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:641.00 total_reward_ma:489.25 loss:0.1361 fps:1040 +frame:8.50e+05 wall_t:817 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.435 +2026-01-08 09:58:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:633.70 total_reward_ma:490.93 loss:0.1611 fps:1042 +frame:8.60e+05 wall_t:825 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.273 +2026-01-08 09:58:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:619.20 total_reward_ma:492.40 loss:0.08214 fps:1042 +frame:8.70e+05 wall_t:835 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.308 +2026-01-08 09:58:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:618.60 total_reward_ma:493.84 loss:0.1188 fps:1043 +frame:8.80e+05 wall_t:844 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.514 +2026-01-08 09:58:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:619.20 total_reward_ma:495.24 loss:0.1304 fps:1043 +frame:8.90e+05 wall_t:853 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.448 +2026-01-08 09:58:44 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:624.00 total_reward_ma:496.68 loss:0.08819 fps:1043 +frame:9.00e+05 wall_t:863 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.558 +2026-01-08 09:58:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:624.30 total_reward_ma:498.08 loss:0.1117 fps:1042 +frame:9.10e+05 wall_t:873 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.48 +2026-01-08 09:59:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:620.30 total_reward_ma:499.41 loss:0.106 fps:1043 +frame:9.20e+05 wall_t:882 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.461 +2026-01-08 09:59:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:631.10 total_reward_ma:500.82 loss:0.1069 fps:1044 +frame:9.30e+05 wall_t:891 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.549 +2026-01-08 09:59:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:637.70 total_reward_ma:502.28 loss:0.1341 fps:1044 +frame:9.40e+05 wall_t:900 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.549 +2026-01-08 09:59:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:633.00 total_reward_ma:503.65 loss:0.06485 fps:1046 +frame:9.50e+05 wall_t:908 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.262 +2026-01-08 09:59:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:627.10 total_reward_ma:504.94 loss:0.1444 fps:1047 +frame:9.60e+05 wall_t:917 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.245 +2026-01-08 09:59:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:631.30 total_reward_ma:506.24 loss:0.1072 fps:1046 +frame:9.70e+05 wall_t:927 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.28 +2026-01-08 09:59:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:630.10 total_reward_ma:507.51 loss:0.1349 fps:1047 +frame:9.80e+05 wall_t:936 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.349 +2026-01-08 10:00:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:633.20 total_reward_ma:508.78 loss:0.1365 fps:1048 +frame:9.90e+05 wall_t:945 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.302 +2026-01-08 10:00:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:634.30 total_reward_ma:510.03 loss:0.1241 fps:1048 +frame:1.00e+06 wall_t:954 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.332 +2026-01-08 10:00:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:647.20 total_reward_ma:514.90 loss:0.1801 fps:1048 +frame:1.01e+06 wall_t:964 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.343 +2026-01-08 10:00:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:648.30 total_reward_ma:519.46 loss:0.07223 fps:1048 +frame:1.02e+06 wall_t:973 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.191 +2026-01-08 10:00:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:644.70 total_reward_ma:523.66 loss:0.1354 fps:1050 +frame:1.03e+06 wall_t:981 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.289 +2026-01-08 10:00:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:647.60 total_reward_ma:527.82 loss:0.1828 fps:1049 +frame:1.04e+06 wall_t:991 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.18 +2026-01-08 10:01:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:656.00 total_reward_ma:531.69 loss:0.1531 fps:1048 +frame:1.05e+06 wall_t:1002 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.51 +2026-01-08 10:01:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:658.50 total_reward_ma:535.56 loss:0.132 fps:1048 +frame:1.06e+06 wall_t:1011 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.337 +2026-01-08 10:01:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:669.50 total_reward_ma:539.57 loss:0.1253 fps:1049 +frame:1.07e+06 wall_t:1020 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.477 +2026-01-08 10:01:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:672.50 total_reward_ma:543.52 loss:0.1981 fps:1049 +frame:1.08e+06 wall_t:1030 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.426 +2026-01-08 10:01:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:667.00 total_reward_ma:547.03 loss:0.1675 fps:1049 +frame:1.09e+06 wall_t:1039 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.332 +2026-01-08 10:01:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:668.10 total_reward_ma:550.42 loss:0.1397 fps:1049 +frame:1.10e+06 wall_t:1049 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.367 +2026-01-08 10:01:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:667.40 total_reward_ma:553.65 loss:0.165 fps:1050 +frame:1.11e+06 wall_t:1057 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.251 +2026-01-08 10:02:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:663.60 total_reward_ma:556.92 loss:0.1015 fps:1050 +frame:1.12e+06 wall_t:1067 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.317 +2026-01-08 10:02:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:662.80 total_reward_ma:560.06 loss:0.1787 fps:1050 +frame:1.13e+06 wall_t:1076 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.295 +2026-01-08 10:02:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:655.70 total_reward_ma:562.90 loss:0.156 fps:1050 +frame:1.14e+06 wall_t:1086 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.425 +2026-01-08 10:02:35 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:666.30 total_reward_ma:565.99 loss:0.1671 fps:1050 +frame:1.15e+06 wall_t:1095 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.34 +2026-01-08 10:02:44 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:670.60 total_reward_ma:569.11 loss:0.1149 fps:1051 +frame:1.16e+06 wall_t:1104 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.446 +2026-01-08 10:02:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:667.30 total_reward_ma:572.21 loss:0.1155 fps:1051 +frame:1.17e+06 wall_t:1113 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.422 +2026-01-08 10:03:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:668.40 total_reward_ma:575.22 loss:0.1396 fps:1051 +frame:1.18e+06 wall_t:1123 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.352 +2026-01-08 10:03:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:675.70 total_reward_ma:578.24 loss:0.1938 fps:1050 +frame:1.19e+06 wall_t:1133 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.358 +2026-01-08 10:03:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:680.30 total_reward_ma:581.15 loss:0.09292 fps:1052 +frame:1.20e+06 wall_t:1141 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.479 +2026-01-08 10:03:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:676.10 total_reward_ma:583.94 loss:0.1399 fps:1052 +frame:1.21e+06 wall_t:1150 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.509 +2026-01-08 10:03:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:680.50 total_reward_ma:586.64 loss:0.1319 fps:1053 +frame:1.22e+06 wall_t:1159 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.407 +2026-01-08 10:03:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:679.80 total_reward_ma:589.23 loss:0.165 fps:1052 +frame:1.23e+06 wall_t:1169 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.457 +2026-01-08 10:03:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:683.30 total_reward_ma:591.84 loss:0.1235 fps:1052 +frame:1.24e+06 wall_t:1179 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.404 +2026-01-08 10:04:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:682.30 total_reward_ma:594.34 loss:0.08026 fps:1053 +frame:1.25e+06 wall_t:1187 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.522 +2026-01-08 10:04:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:683.10 total_reward_ma:597.00 loss:0.07497 fps:1054 +frame:1.26e+06 wall_t:1196 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.562 +2026-01-08 10:04:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:687.80 total_reward_ma:599.82 loss:0.1171 fps:1053 +frame:1.27e+06 wall_t:1206 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.614 +2026-01-08 10:04:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:687.50 total_reward_ma:602.39 loss:0.06731 fps:1053 +frame:1.28e+06 wall_t:1215 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.598 +2026-01-08 10:04:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:684.90 total_reward_ma:604.95 loss:0.09843 fps:1053 +frame:1.29e+06 wall_t:1225 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.33 +2026-01-08 10:04:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:692.20 total_reward_ma:607.63 loss:0.1201 fps:1053 +frame:1.30e+06 wall_t:1234 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.596 +2026-01-08 10:05:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:693.50 total_reward_ma:610.31 loss:0.0976 fps:1053 +frame:1.31e+06 wall_t:1244 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.335 +2026-01-08 10:05:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:695.40 total_reward_ma:612.90 loss:0.1182 fps:1053 +frame:1.32e+06 wall_t:1253 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.471 +2026-01-08 10:05:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:697.10 total_reward_ma:615.50 loss:0.1407 fps:1054 +frame:1.33e+06 wall_t:1262 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.478 +2026-01-08 10:05:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:700.60 total_reward_ma:618.23 loss:0.08546 fps:1054 +frame:1.34e+06 wall_t:1271 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.687 +2026-01-08 10:05:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:699.10 total_reward_ma:620.77 loss:0.1122 fps:1056 +frame:1.35e+06 wall_t:1279 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.593 +2026-01-08 10:05:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:694.70 total_reward_ma:623.20 loss:0.1072 fps:1055 +frame:1.36e+06 wall_t:1289 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.792 +2026-01-08 10:05:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:693.60 total_reward_ma:625.44 loss:0.1781 fps:1056 +frame:1.37e+06 wall_t:1297 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.401 +2026-01-08 10:06:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:684.50 total_reward_ma:627.49 loss:0.1309 fps:1056 +frame:1.38e+06 wall_t:1307 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.357 +2026-01-08 10:06:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:687.40 total_reward_ma:629.32 loss:0.1601 fps:1056 +frame:1.39e+06 wall_t:1316 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.547 +2026-01-08 10:06:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:696.40 total_reward_ma:631.06 loss:0.1384 fps:1057 +frame:1.40e+06 wall_t:1325 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.5 +2026-01-08 10:06:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:707.50 total_reward_ma:632.79 loss:0.1821 fps:1057 +frame:1.41e+06 wall_t:1334 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.378 +2026-01-08 10:06:44 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:709.80 total_reward_ma:634.36 loss:0.1321 fps:1057 +frame:1.42e+06 wall_t:1344 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.581 +2026-01-08 10:06:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:716.20 total_reward_ma:636.00 loss:0.1163 fps:1057 +frame:1.43e+06 wall_t:1353 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.518 +2026-01-08 10:07:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:729.70 total_reward_ma:637.77 loss:0.1279 fps:1056 +frame:1.44e+06 wall_t:1363 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.722 +2026-01-08 10:07:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:741.60 total_reward_ma:639.60 loss:0.1764 fps:1057 +frame:1.45e+06 wall_t:1372 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.44 +2026-01-08 10:07:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:750.60 total_reward_ma:641.52 loss:0.1131 fps:1058 +frame:1.46e+06 wall_t:1380 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.393 +2026-01-08 10:07:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:749.10 total_reward_ma:643.46 loss:0.09982 fps:1058 +frame:1.47e+06 wall_t:1389 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.345 +2026-01-08 10:07:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:744.50 total_reward_ma:645.36 loss:0.08067 fps:1058 +frame:1.48e+06 wall_t:1399 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.395 +2026-01-08 10:07:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:752.10 total_reward_ma:647.34 loss:0.1289 fps:1058 +frame:1.49e+06 wall_t:1408 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.243 +2026-01-08 10:07:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:746.90 total_reward_ma:649.23 loss:0.1045 fps:1059 +frame:1.50e+06 wall_t:1417 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.56 +2026-01-08 10:08:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:741.90 total_reward_ma:651.05 loss:0.06331 fps:1058 +frame:1.51e+06 wall_t:1427 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.636 +2026-01-08 10:08:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:731.50 total_reward_ma:652.76 loss:0.2094 fps:1058 +frame:1.52e+06 wall_t:1436 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.678 +2026-01-08 10:08:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:735.10 total_reward_ma:654.53 loss:0.1394 fps:1057 +frame:1.53e+06 wall_t:1447 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.552 +2026-01-08 10:08:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:740.70 total_reward_ma:656.37 loss:0.1227 fps:1058 +frame:1.54e+06 wall_t:1456 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.657 +2026-01-08 10:08:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:722.00 total_reward_ma:657.91 loss:0.1225 fps:1057 +frame:1.55e+06 wall_t:1466 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.386 +2026-01-08 10:08:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:698.30 total_reward_ma:659.21 loss:0.07463 fps:1058 +frame:1.56e+06 wall_t:1475 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.41 +2026-01-08 10:09:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:702.90 total_reward_ma:660.55 loss:0.04052 fps:1057 +frame:1.57e+06 wall_t:1485 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.342 +2026-01-08 10:09:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:700.20 total_reward_ma:661.81 loss:0.1317 fps:1058 +frame:1.58e+06 wall_t:1493 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.399 +2026-01-08 10:09:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:701.10 total_reward_ma:662.94 loss:0.05676 fps:1059 +frame:1.59e+06 wall_t:1502 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.578 +2026-01-08 10:09:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:703.30 total_reward_ma:664.02 loss:0.1202 fps:1058 +frame:1.60e+06 wall_t:1512 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.482 +2026-01-08 10:09:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:714.70 total_reward_ma:665.28 loss:0.0879 fps:1059 +frame:1.61e+06 wall_t:1521 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.504 +2026-01-08 10:09:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:735.10 total_reward_ma:666.69 loss:0.1603 fps:1058 +frame:1.62e+06 wall_t:1531 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.388 +2026-01-08 10:10:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:731.70 total_reward_ma:668.01 loss:0.1344 fps:1059 +frame:1.63e+06 wall_t:1539 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.311 +2026-01-08 10:10:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:733.50 total_reward_ma:669.28 loss:0.1191 fps:1059 +frame:1.64e+06 wall_t:1549 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.328 +2026-01-08 10:10:19 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:729.00 total_reward_ma:670.63 loss:0.112 fps:1059 +frame:1.65e+06 wall_t:1558 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.412 +2026-01-08 10:10:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:737.50 total_reward_ma:671.99 loss:0.1373 fps:1059 +frame:1.66e+06 wall_t:1567 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.526 +2026-01-08 10:10:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:731.00 total_reward_ma:673.28 loss:0.0677 fps:1059 +frame:1.67e+06 wall_t:1577 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.511 +2026-01-08 10:10:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:725.60 total_reward_ma:674.45 loss:0.08182 fps:1059 +frame:1.68e+06 wall_t:1587 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.628 +2026-01-08 10:10:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:733.30 total_reward_ma:675.71 loss:0.09683 fps:1059 +frame:1.69e+06 wall_t:1596 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.32 +2026-01-08 10:11:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:736.80 total_reward_ma:676.93 loss:0.1344 fps:1059 +frame:1.70e+06 wall_t:1605 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.38 +2026-01-08 10:11:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:745.20 total_reward_ma:678.16 loss:0.1174 fps:1060 +frame:1.71e+06 wall_t:1613 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.424 +2026-01-08 10:11:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:740.70 total_reward_ma:679.34 loss:0.09035 fps:1060 +frame:1.72e+06 wall_t:1623 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.595 +2026-01-08 10:11:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:761.80 total_reward_ma:680.70 loss:0.1001 fps:1059 +frame:1.73e+06 wall_t:1633 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.536 +2026-01-08 10:11:44 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:756.50 total_reward_ma:682.03 loss:0.05233 fps:1059 +frame:1.74e+06 wall_t:1643 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.466 +2026-01-08 10:11:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:750.30 total_reward_ma:683.28 loss:0.07953 fps:1059 +frame:1.75e+06 wall_t:1653 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.482 +2026-01-08 10:12:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:754.40 total_reward_ma:684.63 loss:0.1743 fps:1058 +frame:1.76e+06 wall_t:1664 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.389 +2026-01-08 10:12:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:764.10 total_reward_ma:686.13 loss:0.1124 fps:1058 +frame:1.77e+06 wall_t:1673 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.235 +2026-01-08 10:12:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:764.80 total_reward_ma:687.62 loss:0.1328 fps:1058 +frame:1.78e+06 wall_t:1683 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.346 +2026-01-08 10:12:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:774.70 total_reward_ma:689.18 loss:0.1508 fps:1057 +frame:1.79e+06 wall_t:1694 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.528 +2026-01-08 10:12:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:788.90 total_reward_ma:690.80 loss:0.1082 fps:1057 +frame:1.80e+06 wall_t:1703 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.368 +2026-01-08 10:12:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:787.30 total_reward_ma:692.39 loss:0.05672 fps:1057 +frame:1.81e+06 wall_t:1712 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.254 +2026-01-08 10:13:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:799.90 total_reward_ma:693.98 loss:0.0822 fps:1057 +frame:1.82e+06 wall_t:1722 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.42 +2026-01-08 10:13:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:793.30 total_reward_ma:695.49 loss:0.1202 fps:1057 +frame:1.83e+06 wall_t:1731 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.242 +2026-01-08 10:13:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:774.40 total_reward_ma:696.85 loss:0.1664 fps:1057 +frame:1.84e+06 wall_t:1740 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.303 +2026-01-08 10:13:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:765.70 total_reward_ma:698.10 loss:0.1162 fps:1058 +frame:1.85e+06 wall_t:1749 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.472 +2026-01-08 10:13:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:773.70 total_reward_ma:699.50 loss:0.1343 fps:1058 +frame:1.86e+06 wall_t:1758 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.266 +2026-01-08 10:13:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:781.50 total_reward_ma:701.12 loss:0.1284 fps:1058 +frame:1.87e+06 wall_t:1768 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.515 +2026-01-08 10:13:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:775.70 total_reward_ma:702.69 loss:0.163 fps:1057 +frame:1.88e+06 wall_t:1778 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.348 +2026-01-08 10:14:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:780.10 total_reward_ma:704.30 loss:0.2225 fps:1057 +frame:1.89e+06 wall_t:1788 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.501 +2026-01-08 10:14:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:779.20 total_reward_ma:705.85 loss:0.1575 fps:1057 +frame:1.90e+06 wall_t:1797 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.247 +2026-01-08 10:14:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:781.50 total_reward_ma:707.42 loss:0.09112 fps:1057 +frame:1.91e+06 wall_t:1807 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.349 +2026-01-08 10:14:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:781.10 total_reward_ma:709.03 loss:0.1291 fps:1057 +frame:1.92e+06 wall_t:1817 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.593 +2026-01-08 10:14:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:793.30 total_reward_ma:710.65 loss:0.1326 fps:1057 +frame:1.93e+06 wall_t:1826 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.243 +2026-01-08 10:14:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:772.60 total_reward_ma:712.00 loss:0.1383 fps:1057 +frame:1.94e+06 wall_t:1835 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.407 +2026-01-08 10:15:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:794.60 total_reward_ma:713.62 loss:0.1135 fps:1057 +frame:1.95e+06 wall_t:1844 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.415 +2026-01-08 10:15:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:818.80 total_reward_ma:715.53 loss:0.09652 fps:1058 +frame:1.96e+06 wall_t:1853 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.448 +2026-01-08 10:15:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:823.30 total_reward_ma:717.46 loss:0.1367 fps:1058 +frame:1.97e+06 wall_t:1862 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.385 +2026-01-08 10:15:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:803.30 total_reward_ma:719.19 loss:0.04789 fps:1059 +frame:1.98e+06 wall_t:1870 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.196 +2026-01-08 10:15:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:823.20 total_reward_ma:721.09 loss:0.09151 fps:1059 +frame:1.99e+06 wall_t:1879 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.571 +2026-01-08 10:15:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:827.30 total_reward_ma:723.02 loss:0.1116 fps:1059 +frame:2.00e+06 wall_t:1888 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.34 +2026-01-08 10:15:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:811.90 total_reward_ma:724.66 loss:0.09044 fps:1059 +frame:2.01e+06 wall_t:1898 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.34 +2026-01-08 10:16:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:814.50 total_reward_ma:726.33 loss:0.08027 fps:1059 +frame:2.02e+06 wall_t:1907 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.415 +2026-01-08 10:16:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:818.40 total_reward_ma:728.06 loss:0.1084 fps:1059 +frame:2.03e+06 wall_t:1916 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.246 +2026-01-08 10:16:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:812.50 total_reward_ma:729.71 loss:0.1249 fps:1060 +frame:2.04e+06 wall_t:1925 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.498 +2026-01-08 10:16:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:843.60 total_reward_ma:731.59 loss:0.1439 fps:1060 +frame:2.05e+06 wall_t:1934 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.365 +2026-01-08 10:16:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:865.10 total_reward_ma:733.65 loss:0.1072 fps:1060 +frame:2.06e+06 wall_t:1943 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.484 +2026-01-08 10:16:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:881.00 total_reward_ma:735.77 loss:0.1515 fps:1060 +frame:2.07e+06 wall_t:1953 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.216 +2026-01-08 10:17:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:883.70 total_reward_ma:737.88 loss:0.1252 fps:1060 +frame:2.08e+06 wall_t:1963 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.537 +2026-01-08 10:17:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:890.70 total_reward_ma:740.12 loss:0.08734 fps:1059 +frame:2.09e+06 wall_t:1973 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.413 +2026-01-08 10:17:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:886.90 total_reward_ma:742.31 loss:0.1986 fps:1059 +frame:2.10e+06 wall_t:1983 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.262 +2026-01-08 10:17:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:883.10 total_reward_ma:744.46 loss:0.1146 fps:1059 +frame:2.11e+06 wall_t:1992 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.37 +2026-01-08 10:17:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:866.00 total_reward_ma:746.49 loss:0.142 fps:1060 +frame:2.12e+06 wall_t:2000 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.615 +2026-01-08 10:17:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:840.80 total_reward_ma:748.27 loss:0.1149 fps:1060 +frame:2.13e+06 wall_t:2009 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.252 +2026-01-08 10:17:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:827.30 total_reward_ma:749.98 loss:0.1034 fps:1060 +frame:2.14e+06 wall_t:2018 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.271 +2026-01-08 10:18:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:822.00 total_reward_ma:751.54 loss:0.1741 fps:1060 +frame:2.15e+06 wall_t:2028 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.337 +2026-01-08 10:18:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:801.70 total_reward_ma:752.85 loss:0.1529 fps:1060 +frame:2.16e+06 wall_t:2038 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.32 +2026-01-08 10:18:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:814.40 total_reward_ma:754.32 loss:0.1784 fps:1060 +frame:2.17e+06 wall_t:2047 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.24 +2026-01-08 10:18:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:807.90 total_reward_ma:755.72 loss:0.06195 fps:1060 +frame:2.18e+06 wall_t:2057 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.326 +2026-01-08 10:18:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:840.20 total_reward_ma:757.36 loss:0.1141 fps:1061 +frame:2.19e+06 wall_t:2065 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.416 +2026-01-08 10:18:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:853.70 total_reward_ma:759.10 loss:0.1982 fps:1061 +frame:2.20e+06 wall_t:2074 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.335 +2026-01-08 10:19:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:866.70 total_reward_ma:761.00 loss:0.1717 fps:1060 +frame:2.21e+06 wall_t:2084 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.185 +2026-01-08 10:19:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:857.50 total_reward_ma:762.77 loss:0.2081 fps:1061 +frame:2.22e+06 wall_t:2093 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.354 +2026-01-08 10:19:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:852.50 total_reward_ma:764.50 loss:0.1956 fps:1060 +frame:2.23e+06 wall_t:2103 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.28 +2026-01-08 10:19:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:848.00 total_reward_ma:766.15 loss:0.1928 fps:1060 +frame:2.24e+06 wall_t:2113 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.385 +2026-01-08 10:19:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:854.00 total_reward_ma:767.86 loss:0.1663 fps:1061 +frame:2.25e+06 wall_t:2121 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.424 +2026-01-08 10:19:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:838.70 total_reward_ma:769.42 loss:0.07467 fps:1061 +frame:2.26e+06 wall_t:2130 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.385 +2026-01-08 10:20:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:837.90 total_reward_ma:770.92 loss:0.2089 fps:1061 +frame:2.27e+06 wall_t:2139 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.432 +2026-01-08 10:20:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:868.20 total_reward_ma:772.73 loss:0.1317 fps:1060 +frame:2.28e+06 wall_t:2150 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.371 +2026-01-08 10:20:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:884.10 total_reward_ma:774.72 loss:0.1239 fps:1060 +frame:2.29e+06 wall_t:2160 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.37 +2026-01-08 10:20:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:886.80 total_reward_ma:776.66 loss:0.08289 fps:1059 +frame:2.30e+06 wall_t:2171 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.328 +2026-01-08 10:20:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:882.20 total_reward_ma:778.55 loss:0.08513 fps:1060 +frame:2.31e+06 wall_t:2179 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.358 +2026-01-08 10:20:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:864.80 total_reward_ma:780.25 loss:0.1481 fps:1060 +frame:2.32e+06 wall_t:2188 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.26 +2026-01-08 10:20:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:886.90 total_reward_ma:782.14 loss:0.1775 fps:1061 +frame:2.33e+06 wall_t:2196 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.31 +2026-01-08 10:21:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:860.30 total_reward_ma:783.74 loss:0.1332 fps:1061 +frame:2.34e+06 wall_t:2205 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.324 +2026-01-08 10:21:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:865.70 total_reward_ma:785.41 loss:0.1089 fps:1061 +frame:2.35e+06 wall_t:2214 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.224 +2026-01-08 10:21:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:865.90 total_reward_ma:787.12 loss:0.1106 fps:1062 +frame:2.36e+06 wall_t:2223 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.476 +2026-01-08 10:21:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:859.60 total_reward_ma:788.78 loss:0.1136 fps:1061 +frame:2.37e+06 wall_t:2234 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.256 +2026-01-08 10:21:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:884.60 total_reward_ma:790.78 loss:0.2062 fps:1061 +frame:2.38e+06 wall_t:2244 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.394 +2026-01-08 10:21:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:874.10 total_reward_ma:792.65 loss:0.09869 fps:1061 +frame:2.39e+06 wall_t:2253 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.555 +2026-01-08 10:22:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:870.20 total_reward_ma:794.39 loss:0.1654 fps:1061 +frame:2.40e+06 wall_t:2262 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.397 +2026-01-08 10:22:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:849.80 total_reward_ma:795.81 loss:0.11 fps:1061 +frame:2.41e+06 wall_t:2272 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.563 +2026-01-08 10:22:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:840.10 total_reward_ma:797.11 loss:0.1115 fps:1060 +frame:2.42e+06 wall_t:2283 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.264 +2026-01-08 10:22:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:831.20 total_reward_ma:798.26 loss:0.1298 fps:1060 +frame:2.43e+06 wall_t:2293 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.404 +2026-01-08 10:22:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:800.20 total_reward_ma:798.97 loss:0.07846 fps:1059 +frame:2.44e+06 wall_t:2303 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.575 +2026-01-08 10:22:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:818.40 total_reward_ma:799.73 loss:0.1094 fps:1060 +frame:2.45e+06 wall_t:2312 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.273 +2026-01-08 10:23:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:806.90 total_reward_ma:800.30 loss:0.07995 fps:1060 +frame:2.46e+06 wall_t:2320 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.322 +2026-01-08 10:23:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:819.40 total_reward_ma:801.00 loss:0.1222 fps:1060 +frame:2.47e+06 wall_t:2330 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.563 +2026-01-08 10:23:19 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:846.50 total_reward_ma:802.02 loss:0.05769 fps:1060 +frame:2.48e+06 wall_t:2339 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.358 +2026-01-08 10:23:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:851.80 total_reward_ma:803.02 loss:0.1631 fps:1060 +frame:2.49e+06 wall_t:2349 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.506 +2026-01-08 10:23:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:872.80 total_reward_ma:804.28 loss:0.1151 fps:1060 +frame:2.50e+06 wall_t:2358 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.349 +2026-01-08 10:23:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:883.50 total_reward_ma:805.69 loss:0.1969 fps:1060 +frame:2.51e+06 wall_t:2367 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.366 +2026-01-08 10:23:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:894.80 total_reward_ma:807.32 loss:0.1294 fps:1060 +frame:2.52e+06 wall_t:2377 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.4 +2026-01-08 10:24:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:870.90 total_reward_ma:808.68 loss:0.1289 fps:1060 +frame:2.53e+06 wall_t:2387 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.307 +2026-01-08 10:24:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:856.20 total_reward_ma:809.84 loss:0.08477 fps:1060 +frame:2.54e+06 wall_t:2397 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.4 +2026-01-08 10:24:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:885.80 total_reward_ma:811.48 loss:0.1523 fps:1059 +frame:2.55e+06 wall_t:2408 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.287 +2026-01-08 10:24:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:877.40 total_reward_ma:813.27 loss:0.2186 fps:1059 +frame:2.56e+06 wall_t:2417 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.363 +2026-01-08 10:24:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:892.70 total_reward_ma:815.16 loss:0.09474 fps:1059 +frame:2.57e+06 wall_t:2426 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.469 +2026-01-08 10:24:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:916.80 total_reward_ma:817.33 loss:0.1445 fps:1059 +frame:2.58e+06 wall_t:2436 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.451 +2026-01-08 10:25:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:942.10 total_reward_ma:819.74 loss:0.1023 fps:1059 +frame:2.59e+06 wall_t:2446 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.364 +2026-01-08 10:25:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:927.80 total_reward_ma:821.99 loss:0.04202 fps:1059 +frame:2.60e+06 wall_t:2455 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.421 +2026-01-08 10:25:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:916.70 total_reward_ma:824.01 loss:0.1538 fps:1059 +frame:2.61e+06 wall_t:2465 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.317 +2026-01-08 10:25:35 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:887.70 total_reward_ma:825.53 loss:0.1413 fps:1059 +frame:2.62e+06 wall_t:2475 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.333 +2026-01-08 10:25:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:872.10 total_reward_ma:826.94 loss:0.1118 fps:1058 +frame:2.63e+06 wall_t:2485 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.458 +2026-01-08 10:25:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:880.70 total_reward_ma:828.41 loss:0.09919 fps:1059 +frame:2.64e+06 wall_t:2494 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.452 +2026-01-08 10:26:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:901.00 total_reward_ma:830.13 loss:0.2719 fps:1059 +frame:2.65e+06 wall_t:2502 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.27 +2026-01-08 10:26:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:929.90 total_reward_ma:832.05 loss:0.18 fps:1059 +frame:2.66e+06 wall_t:2512 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.263 +2026-01-08 10:26:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:943.30 total_reward_ma:834.17 loss:0.2191 fps:1059 +frame:2.67e+06 wall_t:2522 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.259 +2026-01-08 10:26:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:957.00 total_reward_ma:836.49 loss:0.1751 fps:1059 +frame:2.68e+06 wall_t:2531 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.235 +2026-01-08 10:26:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:925.00 total_reward_ma:838.41 loss:0.1399 fps:1059 +frame:2.69e+06 wall_t:2540 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.24 +2026-01-08 10:26:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:926.30 total_reward_ma:840.30 loss:0.1853 fps:1059 +frame:2.70e+06 wall_t:2550 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.378 +2026-01-08 10:26:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:933.80 total_reward_ma:842.19 loss:0.09239 fps:1059 +frame:2.71e+06 wall_t:2559 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.327 +2026-01-08 10:27:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:946.20 total_reward_ma:844.24 loss:0.09037 fps:1059 +frame:2.72e+06 wall_t:2568 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.52 +2026-01-08 10:27:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:937.00 total_reward_ma:845.99 loss:0.139 fps:1059 +frame:2.73e+06 wall_t:2578 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.326 +2026-01-08 10:27:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:954.70 total_reward_ma:847.98 loss:0.0999 fps:1059 +frame:2.74e+06 wall_t:2587 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.251 +2026-01-08 10:27:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:993.90 total_reward_ma:850.41 loss:0.08909 fps:1059 +frame:2.75e+06 wall_t:2597 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.351 +2026-01-08 10:27:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:970.70 total_reward_ma:852.58 loss:0.06276 fps:1059 +frame:2.76e+06 wall_t:2607 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.206 +2026-01-08 10:27:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:966.60 total_reward_ma:854.60 loss:0.1822 fps:1059 +frame:2.77e+06 wall_t:2616 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.492 +2026-01-08 10:28:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:922.90 total_reward_ma:856.18 loss:0.07529 fps:1059 +frame:2.78e+06 wall_t:2625 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.533 +2026-01-08 10:28:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:940.50 total_reward_ma:857.84 loss:0.1174 fps:1059 +frame:2.79e+06 wall_t:2635 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.451 +2026-01-08 10:28:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:913.60 total_reward_ma:859.09 loss:0.1286 fps:1059 +frame:2.80e+06 wall_t:2645 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.375 +2026-01-08 10:28:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:902.10 total_reward_ma:860.23 loss:0.06255 fps:1059 +frame:2.81e+06 wall_t:2654 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.497 +2026-01-08 10:28:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:922.40 total_reward_ma:861.46 loss:0.1077 fps:1059 +frame:2.82e+06 wall_t:2663 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.538 +2026-01-08 10:28:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:920.80 total_reward_ma:862.73 loss:0.1061 fps:1059 +frame:2.83e+06 wall_t:2673 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.456 +2026-01-08 10:29:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:935.60 total_reward_ma:864.35 loss:0.1083 fps:1059 +frame:2.84e+06 wall_t:2682 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.501 +2026-01-08 10:29:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:932.30 total_reward_ma:866.01 loss:0.189 fps:1059 +frame:2.85e+06 wall_t:2692 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.422 +2026-01-08 10:29:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:924.10 total_reward_ma:867.52 loss:0.09396 fps:1059 +frame:2.86e+06 wall_t:2701 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.467 +2026-01-08 10:29:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:925.80 total_reward_ma:868.96 loss:0.1124 fps:1059 +frame:2.87e+06 wall_t:2711 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.498 +2026-01-08 10:29:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:899.20 total_reward_ma:870.19 loss:0.1649 fps:1058 +frame:2.88e+06 wall_t:2722 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.489 +2026-01-08 10:29:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:877.50 total_reward_ma:871.17 loss:0.1858 fps:1058 +frame:2.89e+06 wall_t:2732 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.38 +2026-01-08 10:30:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:873.90 total_reward_ma:872.11 loss:0.1682 fps:1058 +frame:2.90e+06 wall_t:2742 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.554 +2026-01-08 10:30:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:870.50 total_reward_ma:873.01 loss:0.1946 fps:1058 +frame:2.91e+06 wall_t:2750 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.446 +2026-01-08 10:30:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:875.40 total_reward_ma:873.95 loss:0.187 fps:1058 +frame:2.92e+06 wall_t:2760 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.447 +2026-01-08 10:30:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:884.00 total_reward_ma:874.85 loss:0.2148 fps:1058 +frame:2.93e+06 wall_t:2769 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.411 +2026-01-08 10:30:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:921.40 total_reward_ma:876.34 loss:0.1363 fps:1058 +frame:2.94e+06 wall_t:2778 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.537 +2026-01-08 10:30:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:932.90 total_reward_ma:877.73 loss:0.1596 fps:1058 +frame:2.95e+06 wall_t:2787 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.432 +2026-01-08 10:30:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:953.80 total_reward_ma:879.08 loss:0.1437 fps:1059 +frame:2.96e+06 wall_t:2795 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.349 +2026-01-08 10:31:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:959.50 total_reward_ma:880.44 loss:0.1725 fps:1059 +frame:2.97e+06 wall_t:2805 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.498 +2026-01-08 10:31:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:937.10 total_reward_ma:881.78 loss:0.1255 fps:1059 +frame:2.98e+06 wall_t:2815 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.507 +2026-01-08 10:31:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:956.10 total_reward_ma:883.10 loss:0.127 fps:1059 +frame:2.99e+06 wall_t:2823 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.35 +2026-01-08 10:31:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:988.50 total_reward_ma:884.72 loss:0.04538 fps:1059 +frame:3.00e+06 wall_t:2833 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.349 +2026-01-08 10:31:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1002.10 total_reward_ma:886.62 loss:0.1313 fps:1059 +frame:3.01e+06 wall_t:2842 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.44 +2026-01-08 10:31:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1010.70 total_reward_ma:888.58 loss:0.1793 fps:1059 +frame:3.02e+06 wall_t:2853 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.34 +2026-01-08 10:32:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1012.10 total_reward_ma:890.52 loss:0.07837 fps:1059 +frame:3.03e+06 wall_t:2862 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.509 +2026-01-08 10:32:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1027.70 total_reward_ma:892.67 loss:0.1356 fps:1058 +frame:3.04e+06 wall_t:2872 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.312 +2026-01-08 10:32:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1014.30 total_reward_ma:894.38 loss:0.1506 fps:1058 +frame:3.05e+06 wall_t:2882 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.377 +2026-01-08 10:32:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:988.90 total_reward_ma:895.61 loss:0.2152 fps:1059 +frame:3.06e+06 wall_t:2890 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.465 +2026-01-08 10:32:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.60 total_reward_ma:896.42 loss:0.1828 fps:1059 +frame:3.07e+06 wall_t:2900 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.373 +2026-01-08 10:32:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.30 total_reward_ma:897.20 loss:0.1879 fps:1059 +frame:3.08e+06 wall_t:2908 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.351 +2026-01-08 10:32:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:948.50 total_reward_ma:897.78 loss:0.1505 fps:1059 +frame:3.09e+06 wall_t:2917 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.351 +2026-01-08 10:33:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:936.90 total_reward_ma:898.28 loss:0.188 fps:1059 +frame:3.10e+06 wall_t:2928 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.417 +2026-01-08 10:33:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:914.40 total_reward_ma:898.59 loss:0.1539 fps:1059 +frame:3.11e+06 wall_t:2938 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.33 +2026-01-08 10:33:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:940.30 total_reward_ma:899.33 loss:0.206 fps:1058 +frame:3.12e+06 wall_t:2948 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.368 +2026-01-08 10:33:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:928.20 total_reward_ma:900.20 loss:0.1481 fps:1058 +frame:3.13e+06 wall_t:2959 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.348 +2026-01-08 10:33:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:916.20 total_reward_ma:901.09 loss:0.1742 fps:1058 +frame:3.14e+06 wall_t:2969 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.345 +2026-01-08 10:33:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:904.90 total_reward_ma:901.92 loss:0.1641 fps:1058 +frame:3.15e+06 wall_t:2978 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.352 +2026-01-08 10:34:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:905.70 total_reward_ma:902.96 loss:0.1617 fps:1058 +frame:3.16e+06 wall_t:2987 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.188 +2026-01-08 10:34:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:910.90 total_reward_ma:903.93 loss:0.1178 fps:1058 +frame:3.17e+06 wall_t:2996 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.231 +2026-01-08 10:34:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:920.70 total_reward_ma:905.06 loss:0.07737 fps:1058 +frame:3.18e+06 wall_t:3005 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.242 +2026-01-08 10:34:35 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:932.00 total_reward_ma:905.97 loss:0.1318 fps:1058 +frame:3.19e+06 wall_t:3015 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.172 +2026-01-08 10:34:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:948.00 total_reward_ma:906.92 loss:0.1785 fps:1058 +frame:3.20e+06 wall_t:3025 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.302 +2026-01-08 10:34:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:971.70 total_reward_ma:907.97 loss:0.08454 fps:1058 +frame:3.21e+06 wall_t:3034 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.204 +2026-01-08 10:35:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:977.50 total_reward_ma:909.17 loss:0.09758 fps:1058 +frame:3.22e+06 wall_t:3044 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.28 +2026-01-08 10:35:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:970.40 total_reward_ma:910.35 loss:0.06353 fps:1058 +frame:3.23e+06 wall_t:3054 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.417 +2026-01-08 10:35:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:928.80 total_reward_ma:911.15 loss:0.1544 fps:1057 +frame:3.24e+06 wall_t:3064 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.288 +2026-01-08 10:35:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:959.20 total_reward_ma:912.21 loss:0.1135 fps:1058 +frame:3.25e+06 wall_t:3072 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.239 +2026-01-08 10:35:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:970.00 total_reward_ma:913.52 loss:0.1343 fps:1058 +frame:3.26e+06 wall_t:3082 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.468 +2026-01-08 10:35:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:962.70 total_reward_ma:914.77 loss:0.102 fps:1058 +frame:3.27e+06 wall_t:3092 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.297 +2026-01-08 10:36:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:952.10 total_reward_ma:915.61 loss:0.112 fps:1058 +frame:3.28e+06 wall_t:3100 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.466 +2026-01-08 10:36:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:955.20 total_reward_ma:916.32 loss:0.1389 fps:1058 +frame:3.29e+06 wall_t:3111 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.403 +2026-01-08 10:36:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:976.40 total_reward_ma:917.21 loss:0.1326 fps:1058 +frame:3.30e+06 wall_t:3120 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.28 +2026-01-08 10:36:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:964.90 total_reward_ma:918.04 loss:0.08857 fps:1058 +frame:3.31e+06 wall_t:3129 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.453 +2026-01-08 10:36:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:960.70 total_reward_ma:919.00 loss:0.1257 fps:1058 +frame:3.32e+06 wall_t:3138 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.428 +2026-01-08 10:36:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:969.60 total_reward_ma:919.83 loss:0.1078 fps:1058 +frame:3.33e+06 wall_t:3146 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.289 +2026-01-08 10:36:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:980.90 total_reward_ma:921.03 loss:0.139 fps:1058 +frame:3.34e+06 wall_t:3156 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.406 +2026-01-08 10:37:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:978.80 total_reward_ma:922.16 loss:0.1361 fps:1058 +frame:3.35e+06 wall_t:3165 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.448 +2026-01-08 10:37:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:971.60 total_reward_ma:923.22 loss:0.06828 fps:1059 +frame:3.36e+06 wall_t:3174 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.472 +2026-01-08 10:37:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:975.60 total_reward_ma:924.38 loss:0.1297 fps:1058 +frame:3.37e+06 wall_t:3184 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.337 +2026-01-08 10:37:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:966.70 total_reward_ma:925.20 loss:0.07414 fps:1059 +frame:3.38e+06 wall_t:3193 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.496 +2026-01-08 10:37:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:934.30 total_reward_ma:925.80 loss:0.1326 fps:1059 +frame:3.39e+06 wall_t:3202 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.342 +2026-01-08 10:37:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:913.30 total_reward_ma:926.23 loss:0.1487 fps:1058 +frame:3.40e+06 wall_t:3213 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.344 +2026-01-08 10:38:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:917.60 total_reward_ma:926.91 loss:0.1651 fps:1058 +frame:3.41e+06 wall_t:3223 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.396 +2026-01-08 10:38:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:875.90 total_reward_ma:927.27 loss:0.1004 fps:1058 +frame:3.42e+06 wall_t:3232 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.256 +2026-01-08 10:38:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:870.20 total_reward_ma:927.66 loss:0.1115 fps:1058 +frame:3.43e+06 wall_t:3241 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.291 +2026-01-08 10:38:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:876.80 total_reward_ma:928.43 loss:0.1144 fps:1058 +frame:3.44e+06 wall_t:3251 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.427 +2026-01-08 10:38:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:891.10 total_reward_ma:929.15 loss:0.1117 fps:1058 +frame:3.45e+06 wall_t:3260 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.446 +2026-01-08 10:38:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:912.90 total_reward_ma:930.21 loss:0.09751 fps:1059 +frame:3.46e+06 wall_t:3268 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.435 +2026-01-08 10:38:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:937.20 total_reward_ma:931.39 loss:0.1872 fps:1059 +frame:3.47e+06 wall_t:3277 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.433 +2026-01-08 10:39:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:943.00 total_reward_ma:932.36 loss:0.1593 fps:1059 +frame:3.48e+06 wall_t:3286 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.397 +2026-01-08 10:39:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:987.60 total_reward_ma:933.71 loss:0.1436 fps:1059 +frame:3.49e+06 wall_t:3296 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.323 +2026-01-08 10:39:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1012.90 total_reward_ma:935.11 loss:0.1851 fps:1059 +frame:3.50e+06 wall_t:3304 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.285 +2026-01-08 10:39:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1026.70 total_reward_ma:936.55 loss:0.09754 fps:1059 +frame:3.51e+06 wall_t:3313 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.251 +2026-01-08 10:39:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1041.80 total_reward_ma:938.02 loss:0.1714 fps:1060 +frame:3.52e+06 wall_t:3322 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.287 +2026-01-08 10:39:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1026.40 total_reward_ma:939.57 loss:0.1037 fps:1059 +frame:3.53e+06 wall_t:3332 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.352 +2026-01-08 10:40:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1006.50 total_reward_ma:941.08 loss:0.04849 fps:1059 +frame:3.54e+06 wall_t:3343 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.325 +2026-01-08 10:40:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1003.80 total_reward_ma:942.25 loss:0.1023 fps:1059 +frame:3.55e+06 wall_t:3353 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.409 +2026-01-08 10:40:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:984.60 total_reward_ma:943.33 loss:0.1383 fps:1059 +frame:3.56e+06 wall_t:3363 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.278 +2026-01-08 10:40:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:973.70 total_reward_ma:944.14 loss:0.1396 fps:1059 +frame:3.57e+06 wall_t:3372 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.471 +2026-01-08 10:40:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.10 total_reward_ma:944.58 loss:0.09946 fps:1058 +frame:3.58e+06 wall_t:3383 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.293 +2026-01-08 10:40:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:987.50 total_reward_ma:945.03 loss:0.04817 fps:1058 +frame:3.59e+06 wall_t:3392 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.453 +2026-01-08 10:41:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1003.60 total_reward_ma:945.79 loss:0.2064 fps:1058 +frame:3.60e+06 wall_t:3402 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.255 +2026-01-08 10:41:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:989.00 total_reward_ma:946.52 loss:0.2267 fps:1058 +frame:3.61e+06 wall_t:3412 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.408 +2026-01-08 10:41:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1018.50 total_reward_ma:947.82 loss:0.1284 fps:1058 +frame:3.62e+06 wall_t:3422 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.546 +2026-01-08 10:41:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1042.10 total_reward_ma:949.52 loss:0.1661 fps:1058 +frame:3.63e+06 wall_t:3432 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.366 +2026-01-08 10:41:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1040.90 total_reward_ma:951.12 loss:0.04913 fps:1058 +frame:3.64e+06 wall_t:3441 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.28 +2026-01-08 10:41:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1048.00 total_reward_ma:952.59 loss:0.1496 fps:1058 +frame:3.65e+06 wall_t:3451 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.253 +2026-01-08 10:42:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1062.00 total_reward_ma:953.92 loss:0.1375 fps:1058 +frame:3.66e+06 wall_t:3460 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.359 +2026-01-08 10:42:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1058.00 total_reward_ma:955.06 loss:0.2128 fps:1058 +frame:3.67e+06 wall_t:3468 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.38 +2026-01-08 10:42:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1023.90 total_reward_ma:955.73 loss:0.1344 fps:1058 +frame:3.68e+06 wall_t:3477 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.584 +2026-01-08 10:42:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:999.90 total_reward_ma:956.48 loss:0.09455 fps:1059 +frame:3.69e+06 wall_t:3486 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.49 +2026-01-08 10:42:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:998.60 total_reward_ma:957.20 loss:0.08229 fps:1059 +frame:3.70e+06 wall_t:3495 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.212 +2026-01-08 10:42:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:986.20 total_reward_ma:957.73 loss:0.1101 fps:1058 +frame:3.71e+06 wall_t:3505 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.419 +2026-01-08 10:42:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:981.60 total_reward_ma:958.08 loss:0.1892 fps:1058 +frame:3.72e+06 wall_t:3515 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.264 +2026-01-08 10:43:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:959.50 total_reward_ma:958.31 loss:0.1101 fps:1058 +frame:3.73e+06 wall_t:3526 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.561 +2026-01-08 10:43:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:965.50 total_reward_ma:958.42 loss:0.1774 fps:1058 +frame:3.74e+06 wall_t:3535 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.354 +2026-01-08 10:43:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:969.10 total_reward_ma:958.17 loss:0.1354 fps:1058 +frame:3.75e+06 wall_t:3545 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.484 +2026-01-08 10:43:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:965.90 total_reward_ma:958.12 loss:0.1424 fps:1058 +frame:3.76e+06 wall_t:3553 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.397 +2026-01-08 10:43:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:957.90 total_reward_ma:958.03 loss:0.1586 fps:1058 +frame:3.77e+06 wall_t:3563 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.552 +2026-01-08 10:43:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:962.90 total_reward_ma:958.43 loss:0.106 fps:1058 +frame:3.78e+06 wall_t:3572 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.48 +2026-01-08 10:44:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:981.80 total_reward_ma:958.84 loss:0.05876 fps:1058 +frame:3.79e+06 wall_t:3582 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.407 +2026-01-08 10:44:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:979.10 total_reward_ma:959.50 loss:0.04141 fps:1058 +frame:3.80e+06 wall_t:3591 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.35 +2026-01-08 10:44:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1009.60 total_reward_ma:960.57 loss:0.1568 fps:1058 +frame:3.81e+06 wall_t:3602 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.354 +2026-01-08 10:44:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1000.90 total_reward_ma:961.36 loss:0.1369 fps:1058 +frame:3.82e+06 wall_t:3611 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.279 +2026-01-08 10:44:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1011.30 total_reward_ma:962.26 loss:0.1797 fps:1058 +frame:3.83e+06 wall_t:3621 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.427 +2026-01-08 10:44:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1018.10 total_reward_ma:963.09 loss:0.09183 fps:1058 +frame:3.84e+06 wall_t:3630 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.214 +2026-01-08 10:45:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1009.90 total_reward_ma:963.87 loss:0.1027 fps:1058 +frame:3.85e+06 wall_t:3640 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.433 +2026-01-08 10:45:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1035.50 total_reward_ma:964.98 loss:0.1667 fps:1058 +frame:3.86e+06 wall_t:3649 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.425 +2026-01-08 10:45:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:994.70 total_reward_ma:965.67 loss:0.1489 fps:1058 +frame:3.87e+06 wall_t:3658 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.402 +2026-01-08 10:45:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1010.70 total_reward_ma:966.78 loss:0.1481 fps:1058 +frame:3.88e+06 wall_t:3667 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.342 +2026-01-08 10:45:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:975.20 total_reward_ma:967.76 loss:0.2176 fps:1058 +frame:3.89e+06 wall_t:3677 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.347 +2026-01-08 10:45:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.00 total_reward_ma:968.63 loss:0.1281 fps:1058 +frame:3.90e+06 wall_t:3686 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.496 +2026-01-08 10:45:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:935.90 total_reward_ma:969.29 loss:0.114 fps:1058 +frame:3.91e+06 wall_t:3696 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.282 +2026-01-08 10:46:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:938.40 total_reward_ma:969.92 loss:0.04814 fps:1058 +frame:3.92e+06 wall_t:3705 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.551 +2026-01-08 10:46:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:938.70 total_reward_ma:970.46 loss:0.1424 fps:1058 +frame:3.93e+06 wall_t:3714 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.394 +2026-01-08 10:46:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:945.90 total_reward_ma:970.71 loss:0.1643 fps:1058 +frame:3.94e+06 wall_t:3724 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.516 +2026-01-08 10:46:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:948.20 total_reward_ma:970.86 loss:0.1658 fps:1058 +frame:3.95e+06 wall_t:3733 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.468 +2026-01-08 10:46:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:972.30 total_reward_ma:971.05 loss:0.1011 fps:1058 +frame:3.96e+06 wall_t:3743 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.53 +2026-01-08 10:46:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1001.40 total_reward_ma:971.47 loss:0.1267 fps:1058 +frame:3.97e+06 wall_t:3751 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.274 +2026-01-08 10:47:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1036.70 total_reward_ma:972.46 loss:0.1628 fps:1058 +frame:3.98e+06 wall_t:3761 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.519 +2026-01-08 10:47:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1032.30 total_reward_ma:973.22 loss:0.1366 fps:1058 +frame:3.99e+06 wall_t:3771 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.492 +2026-01-08 10:47:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1058.10 total_reward_ma:973.92 loss:0.08105 fps:1058 +frame:4.00e+06 wall_t:3781 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.378 +2026-01-08 10:47:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1062.90 total_reward_ma:974.53 loss:0.09796 fps:1057 +frame:4.01e+06 wall_t:3792 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.461 +2026-01-08 10:47:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1068.50 total_reward_ma:975.10 loss:0.152 fps:1057 +frame:4.02e+06 wall_t:3802 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.465 +2026-01-08 10:47:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1068.70 total_reward_ma:975.67 loss:0.06009 fps:1057 +frame:4.03e+06 wall_t:3811 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.597 +2026-01-08 10:48:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1029.20 total_reward_ma:975.69 loss:0.1414 fps:1058 +frame:4.04e+06 wall_t:3820 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.35 +2026-01-08 10:48:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1028.70 total_reward_ma:975.83 loss:0.1404 fps:1057 +frame:4.05e+06 wall_t:3830 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.409 +2026-01-08 10:48:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1006.50 total_reward_ma:976.01 loss:0.1434 fps:1058 +frame:4.06e+06 wall_t:3839 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.486 +2026-01-08 10:48:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:991.90 total_reward_ma:976.31 loss:0.1376 fps:1058 +frame:4.07e+06 wall_t:3848 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.48 +2026-01-08 10:48:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:969.30 total_reward_ma:976.39 loss:0.1873 fps:1058 +frame:4.08e+06 wall_t:3856 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.531 +2026-01-08 10:48:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:971.40 total_reward_ma:976.62 loss:0.1585 fps:1058 +frame:4.09e+06 wall_t:3865 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.476 +2026-01-08 10:48:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.00 total_reward_ma:976.86 loss:0.06099 fps:1058 +frame:4.10e+06 wall_t:3874 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.48 +2026-01-08 10:49:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:951.30 total_reward_ma:977.23 loss:0.1362 fps:1058 +frame:4.11e+06 wall_t:3883 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.519 +2026-01-08 10:49:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.10 total_reward_ma:977.44 loss:0.1736 fps:1059 +frame:4.12e+06 wall_t:3892 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.491 +2026-01-08 10:49:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:973.90 total_reward_ma:977.89 loss:0.123 fps:1059 +frame:4.13e+06 wall_t:3901 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.453 +2026-01-08 10:49:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:977.50 total_reward_ma:978.51 loss:0.1185 fps:1059 +frame:4.14e+06 wall_t:3909 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.444 +2026-01-08 10:49:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:971.20 total_reward_ma:979.17 loss:0.09678 fps:1059 +frame:4.15e+06 wall_t:3919 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.644 +2026-01-08 10:49:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:944.00 total_reward_ma:979.55 loss:0.1468 fps:1059 +frame:4.16e+06 wall_t:3928 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.383 +2026-01-08 10:49:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:910.00 total_reward_ma:979.54 loss:0.1007 fps:1059 +frame:4.17e+06 wall_t:3938 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.584 +2026-01-08 10:50:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:916.90 total_reward_ma:979.51 loss:0.1559 fps:1059 +frame:4.18e+06 wall_t:3948 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.428 +2026-01-08 10:50:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:932.80 total_reward_ma:979.51 loss:0.06036 fps:1059 +frame:4.19e+06 wall_t:3957 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.301 +2026-01-08 10:50:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:922.70 total_reward_ma:979.26 loss:0.1368 fps:1059 +frame:4.20e+06 wall_t:3966 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.302 +2026-01-08 10:50:35 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:970.00 total_reward_ma:979.24 loss:0.1025 fps:1059 +frame:4.21e+06 wall_t:3975 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.647 +2026-01-08 10:50:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:996.20 total_reward_ma:979.43 loss:0.08233 fps:1059 +frame:4.22e+06 wall_t:3985 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.617 +2026-01-08 10:50:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1005.80 total_reward_ma:979.78 loss:0.0761 fps:1059 +frame:4.23e+06 wall_t:3995 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.557 +2026-01-08 10:51:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1000.00 total_reward_ma:980.50 loss:0.129 fps:1059 +frame:4.24e+06 wall_t:4004 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.313 +2026-01-08 10:51:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1018.20 total_reward_ma:981.09 loss:0.03291 fps:1059 +frame:4.25e+06 wall_t:4013 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.583 +2026-01-08 10:51:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:961.70 total_reward_ma:981.00 loss:0.1699 fps:1059 +frame:4.26e+06 wall_t:4022 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.485 +2026-01-08 10:51:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:938.00 total_reward_ma:980.76 loss:0.1159 fps:1060 +frame:4.27e+06 wall_t:4030 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.552 +2026-01-08 10:51:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:903.60 total_reward_ma:980.27 loss:0.1686 fps:1060 +frame:4.28e+06 wall_t:4039 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.347 +2026-01-08 10:51:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:879.10 total_reward_ma:979.51 loss:0.09116 fps:1059 +frame:4.29e+06 wall_t:4050 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.144 +2026-01-08 10:52:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:882.70 total_reward_ma:978.57 loss:0.1879 fps:1059 +frame:4.30e+06 wall_t:4060 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.412 +2026-01-08 10:52:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:874.90 total_reward_ma:977.67 loss:0.0411 fps:1059 +frame:4.31e+06 wall_t:4069 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.453 +2026-01-08 10:52:19 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:934.40 total_reward_ma:977.41 loss:0.09225 fps:1059 +frame:4.32e+06 wall_t:4079 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.296 +2026-01-08 10:52:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:971.80 total_reward_ma:977.43 loss:0.07368 fps:1059 +frame:4.33e+06 wall_t:4089 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.432 +2026-01-08 10:52:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:976.00 total_reward_ma:977.38 loss:0.09617 fps:1059 +frame:4.34e+06 wall_t:4098 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.496 +2026-01-08 10:52:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1029.40 total_reward_ma:977.89 loss:0.109 fps:1059 +frame:4.35e+06 wall_t:4106 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.426 +2026-01-08 10:52:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1075.40 total_reward_ma:978.93 loss:0.0744 fps:1060 +frame:4.36e+06 wall_t:4115 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.535 +2026-01-08 10:53:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1076.00 total_reward_ma:979.93 loss:0.1021 fps:1060 +frame:4.37e+06 wall_t:4124 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.536 +2026-01-08 10:53:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1032.70 total_reward_ma:980.59 loss:0.1354 fps:1060 +frame:4.38e+06 wall_t:4133 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.169 +2026-01-08 10:53:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1032.30 total_reward_ma:981.57 loss:0.12 fps:1060 +frame:4.39e+06 wall_t:4142 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.551 +2026-01-08 10:53:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1010.60 total_reward_ma:982.54 loss:0.101 fps:1060 +frame:4.40e+06 wall_t:4151 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.205 +2026-01-08 10:53:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1013.50 total_reward_ma:983.50 loss:0.1211 fps:1060 +frame:4.41e+06 wall_t:4160 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.206 +2026-01-08 10:53:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:998.70 total_reward_ma:984.73 loss:0.08156 fps:1060 +frame:4.42e+06 wall_t:4170 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.258 +2026-01-08 10:53:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:978.40 total_reward_ma:985.81 loss:0.1442 fps:1060 +frame:4.43e+06 wall_t:4179 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.453 +2026-01-08 10:54:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:989.10 total_reward_ma:986.94 loss:0.1128 fps:1060 +frame:4.44e+06 wall_t:4188 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.276 +2026-01-08 10:54:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1004.60 total_reward_ma:988.07 loss:0.0695 fps:1060 +frame:4.45e+06 wall_t:4198 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.268 +2026-01-08 10:54:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1031.90 total_reward_ma:989.26 loss:0.08933 fps:1060 +frame:4.46e+06 wall_t:4208 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.268 +2026-01-08 10:54:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1057.60 total_reward_ma:990.47 loss:0.1058 fps:1060 +frame:4.47e+06 wall_t:4218 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.414 +2026-01-08 10:54:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1039.80 total_reward_ma:991.43 loss:0.03174 fps:1060 +frame:4.48e+06 wall_t:4227 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.437 +2026-01-08 10:54:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1068.80 total_reward_ma:992.24 loss:0.004676 fps:1060 +frame:4.49e+06 wall_t:4236 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.539 +2026-01-08 10:55:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1078.10 total_reward_ma:992.90 loss:0.1064 fps:1060 +frame:4.50e+06 wall_t:4245 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.719 +2026-01-08 10:55:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1099.80 total_reward_ma:993.63 loss:0.1657 fps:1060 +frame:4.51e+06 wall_t:4254 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.298 +2026-01-08 10:55:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1114.10 total_reward_ma:994.35 loss:0.1814 fps:1060 +frame:4.52e+06 wall_t:4263 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.506 +2026-01-08 10:55:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1096.20 total_reward_ma:995.05 loss:0.1767 fps:1060 +frame:4.53e+06 wall_t:4273 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.424 +2026-01-08 10:55:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1096.90 total_reward_ma:995.95 loss:0.113 fps:1060 +frame:4.54e+06 wall_t:4283 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.381 +2026-01-08 10:55:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1088.60 total_reward_ma:996.80 loss:0.08362 fps:1060 +frame:4.55e+06 wall_t:4292 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.466 +2026-01-08 10:56:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1034.00 total_reward_ma:997.29 loss:0.1429 fps:1060 +frame:4.56e+06 wall_t:4301 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.503 +2026-01-08 10:56:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1037.80 total_reward_ma:997.94 loss:0.05082 fps:1060 +frame:4.57e+06 wall_t:4311 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.404 +2026-01-08 10:56:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:989.50 total_reward_ma:998.22 loss:0.06182 fps:1060 +frame:4.58e+06 wall_t:4320 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.359 +2026-01-08 10:56:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1035.70 total_reward_ma:998.70 loss:0.1133 fps:1060 +frame:4.59e+06 wall_t:4329 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.33 +2026-01-08 10:56:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1064.20 total_reward_ma:999.31 loss:0.1488 fps:1060 +frame:4.60e+06 wall_t:4338 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.479 +2026-01-08 10:56:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1066.40 total_reward_ma:1000.08 loss:0.1227 fps:1061 +frame:4.61e+06 wall_t:4347 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.531 +2026-01-08 10:56:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1066.70 total_reward_ma:1000.56 loss:0.08402 fps:1061 +frame:4.62e+06 wall_t:4356 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.484 +2026-01-08 10:57:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1118.30 total_reward_ma:1001.33 loss:0.1089 fps:1060 +frame:4.63e+06 wall_t:4366 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.379 +2026-01-08 10:57:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1127.60 total_reward_ma:1002.19 loss:0.1878 fps:1061 +frame:4.64e+06 wall_t:4375 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.518 +2026-01-08 10:57:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1087.70 total_reward_ma:1002.59 loss:0.2284 fps:1060 +frame:4.65e+06 wall_t:4385 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.609 +2026-01-08 10:57:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1074.80 total_reward_ma:1002.72 loss:0.133 fps:1060 +frame:4.66e+06 wall_t:4395 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.27 +2026-01-08 10:57:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1035.70 total_reward_ma:1002.50 loss:0.1373 fps:1060 +frame:4.67e+06 wall_t:4405 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.382 +2026-01-08 10:57:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1052.10 total_reward_ma:1002.78 loss:0.08958 fps:1060 +frame:4.68e+06 wall_t:4414 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.215 +2026-01-08 10:58:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1038.80 total_reward_ma:1003.17 loss:0.08299 fps:1060 +frame:4.69e+06 wall_t:4424 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.462 +2026-01-08 10:58:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1021.70 total_reward_ma:1003.40 loss:0.1526 fps:1060 +frame:4.70e+06 wall_t:4432 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.156 +2026-01-08 10:58:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:989.50 total_reward_ma:1003.43 loss:0.06863 fps:1061 +frame:4.71e+06 wall_t:4441 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.2 +2026-01-08 10:58:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1008.60 total_reward_ma:1003.70 loss:0.08979 fps:1060 +frame:4.72e+06 wall_t:4451 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.57 +2026-01-08 10:58:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1034.20 total_reward_ma:1004.45 loss:0.05923 fps:1061 +frame:4.73e+06 wall_t:4460 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.411 +2026-01-08 10:58:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1033.50 total_reward_ma:1005.13 loss:0.1389 fps:1061 +frame:4.74e+06 wall_t:4469 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.509 +2026-01-08 10:59:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1072.50 total_reward_ma:1006.16 loss:0.1636 fps:1060 +frame:4.75e+06 wall_t:4480 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.462 +2026-01-08 10:59:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1099.60 total_reward_ma:1007.50 loss:0.09215 fps:1060 +frame:4.76e+06 wall_t:4489 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.287 +2026-01-08 10:59:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1138.20 total_reward_ma:1009.30 loss:0.1978 fps:1060 +frame:4.77e+06 wall_t:4498 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.277 +2026-01-08 10:59:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1142.30 total_reward_ma:1011.09 loss:0.2011 fps:1061 +frame:4.78e+06 wall_t:4507 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.393 +2026-01-08 10:59:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1128.10 total_reward_ma:1012.56 loss:0.3004 fps:1060 +frame:4.79e+06 wall_t:4517 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.261 +2026-01-08 10:59:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1112.10 total_reward_ma:1013.89 loss:0.156 fps:1061 +frame:4.80e+06 wall_t:4526 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.355 +2026-01-08 10:59:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1091.00 total_reward_ma:1014.70 loss:0.06881 fps:1061 +frame:4.81e+06 wall_t:4535 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.467 +2026-01-08 11:00:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1075.30 total_reward_ma:1015.45 loss:0.1587 fps:1061 +frame:4.82e+06 wall_t:4544 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.479 +2026-01-08 11:00:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1023.90 total_reward_ma:1015.57 loss:0.1433 fps:1061 +frame:4.83e+06 wall_t:4554 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.313 +2026-01-08 11:00:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1026.50 total_reward_ma:1015.66 loss:0.06495 fps:1060 +frame:4.84e+06 wall_t:4564 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.476 +2026-01-08 11:00:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1031.20 total_reward_ma:1015.87 loss:0.1705 fps:1061 +frame:4.85e+06 wall_t:4573 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.466 +2026-01-08 11:00:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1062.50 total_reward_ma:1016.14 loss:0.08882 fps:1060 +frame:4.86e+06 wall_t:4583 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.388 +2026-01-08 11:00:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1099.00 total_reward_ma:1017.18 loss:0.135 fps:1061 +frame:4.87e+06 wall_t:4591 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.418 +2026-01-08 11:01:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1108.50 total_reward_ma:1018.16 loss:0.1046 fps:1061 +frame:4.88e+06 wall_t:4600 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.422 +2026-01-08 11:01:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1129.90 total_reward_ma:1019.71 loss:0.1107 fps:1061 +frame:4.89e+06 wall_t:4609 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.286 +2026-01-08 11:01:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1147.40 total_reward_ma:1021.57 loss:0.1372 fps:1061 +frame:4.90e+06 wall_t:4618 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.4 +2026-01-08 11:01:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1163.80 total_reward_ma:1023.85 loss:0.1581 fps:1061 +frame:4.91e+06 wall_t:4628 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.59 +2026-01-08 11:01:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1162.90 total_reward_ma:1026.09 loss:0.1892 fps:1061 +frame:4.92e+06 wall_t:4638 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.488 +2026-01-08 11:01:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1122.00 total_reward_ma:1027.93 loss:0.1125 fps:1061 +frame:4.93e+06 wall_t:4646 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.403 +2026-01-08 11:01:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1087.60 total_reward_ma:1029.34 loss:0.1286 fps:1061 +frame:4.94e+06 wall_t:4657 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.417 +2026-01-08 11:02:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1083.40 total_reward_ma:1030.70 loss:0.08843 fps:1061 +frame:4.95e+06 wall_t:4666 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.552 +2026-01-08 11:02:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1067.50 total_reward_ma:1031.65 loss:0.05195 fps:1061 +frame:4.96e+06 wall_t:4675 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.482 +2026-01-08 11:02:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1087.80 total_reward_ma:1032.51 loss:0.2175 fps:1061 +frame:4.97e+06 wall_t:4684 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.422 +2026-01-08 11:02:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1071.90 total_reward_ma:1032.86 loss:0.1694 fps:1061 +frame:4.98e+06 wall_t:4693 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.43 +2026-01-08 11:02:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1108.40 total_reward_ma:1033.63 loss:0.04394 fps:1061 +frame:4.99e+06 wall_t:4702 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.405 +2026-01-08 11:02:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1114.40 total_reward_ma:1034.19 loss:0.04986 fps:1061 +frame:5.00e+06 wall_t:4712 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.454 +2026-01-08 11:03:02 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1150.10 total_reward_ma:1035.06 loss:0.09062 fps:1061 +frame:5.01e+06 wall_t:4722 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.211 +2026-01-08 11:03:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1143.80 total_reward_ma:1035.81 loss:0.1344 fps:1061 +frame:5.02e+06 wall_t:4732 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.496 +2026-01-08 11:03:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1120.20 total_reward_ma:1036.33 loss:0.1773 fps:1061 +frame:5.03e+06 wall_t:4741 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.235 +2026-01-08 11:03:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1101.90 total_reward_ma:1037.06 loss:0.1463 fps:1061 +frame:5.04e+06 wall_t:4749 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.639 +2026-01-08 11:03:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1108.70 total_reward_ma:1037.86 loss:0.1163 fps:1061 +frame:5.05e+06 wall_t:4758 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.333 +2026-01-08 11:03:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1061.50 total_reward_ma:1038.41 loss:0.06981 fps:1061 +frame:5.06e+06 wall_t:4768 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.357 +2026-01-08 11:03:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1067.50 total_reward_ma:1039.16 loss:0.08767 fps:1061 +frame:5.07e+06 wall_t:4778 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.495 +2026-01-08 11:04:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1078.90 total_reward_ma:1040.26 loss:0.2513 fps:1061 +frame:5.08e+06 wall_t:4787 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.264 +2026-01-08 11:04:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1088.10 total_reward_ma:1041.43 loss:0.1287 fps:1061 +frame:5.09e+06 wall_t:4797 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.429 +2026-01-08 11:04:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1116.60 total_reward_ma:1042.98 loss:0.1452 fps:1061 +frame:5.10e+06 wall_t:4808 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.378 +2026-01-08 11:04:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1118.00 total_reward_ma:1044.65 loss:0.03323 fps:1061 +frame:5.11e+06 wall_t:4816 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.579 +2026-01-08 11:04:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1152.30 total_reward_ma:1046.56 loss:0.07688 fps:1061 +frame:5.12e+06 wall_t:4825 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.32 +2026-01-08 11:04:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1144.20 total_reward_ma:1048.26 loss:0.1632 fps:1061 +frame:5.13e+06 wall_t:4834 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.383 +2026-01-08 11:05:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1163.70 total_reward_ma:1050.13 loss:0.09707 fps:1062 +frame:5.14e+06 wall_t:4842 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.418 +2026-01-08 11:05:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1175.40 total_reward_ma:1052.17 loss:0.1348 fps:1062 +frame:5.15e+06 wall_t:4851 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.315 +2026-01-08 11:05:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1179.90 total_reward_ma:1054.53 loss:0.1214 fps:1062 +frame:5.16e+06 wall_t:4860 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.36 +2026-01-08 11:05:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1157.30 total_reward_ma:1057.00 loss:0.0473 fps:1062 +frame:5.17e+06 wall_t:4870 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.33 +2026-01-08 11:05:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1162.90 total_reward_ma:1059.46 loss:0.149 fps:1062 +frame:5.18e+06 wall_t:4879 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.346 +2026-01-08 11:05:48 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1173.90 total_reward_ma:1061.87 loss:0.1434 fps:1062 +frame:5.19e+06 wall_t:4888 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.312 +2026-01-08 11:05:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1182.10 total_reward_ma:1064.46 loss:0.1759 fps:1062 +frame:5.20e+06 wall_t:4897 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.46 +2026-01-08 11:06:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1163.60 total_reward_ma:1066.40 loss:0.128 fps:1062 +frame:5.21e+06 wall_t:4905 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.561 +2026-01-08 11:06:14 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1153.10 total_reward_ma:1067.97 loss:0.1581 fps:1062 +frame:5.22e+06 wall_t:4914 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.426 +2026-01-08 11:06:23 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1161.70 total_reward_ma:1069.53 loss:0.2253 fps:1062 +frame:5.23e+06 wall_t:4923 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.378 +2026-01-08 11:06:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1155.30 total_reward_ma:1071.08 loss:0.1059 fps:1062 +frame:5.24e+06 wall_t:4933 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.386 +2026-01-08 11:06:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1172.90 total_reward_ma:1072.63 loss:0.1908 fps:1063 +frame:5.25e+06 wall_t:4941 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.354 +2026-01-08 11:06:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1167.20 total_reward_ma:1074.68 loss:0.2013 fps:1062 +frame:5.26e+06 wall_t:4951 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.54 +2026-01-08 11:07:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1165.00 total_reward_ma:1076.95 loss:0.07138 fps:1062 +frame:5.27e+06 wall_t:4961 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.573 +2026-01-08 11:07:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1164.20 total_reward_ma:1079.56 loss:0.2368 fps:1062 +frame:5.28e+06 wall_t:4970 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.336 +2026-01-08 11:07:20 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1160.80 total_reward_ma:1082.38 loss:0.1021 fps:1062 +frame:5.29e+06 wall_t:4980 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.488 +2026-01-08 11:07:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1172.90 total_reward_ma:1085.28 loss:0.08585 fps:1062 +frame:5.30e+06 wall_t:4989 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.445 +2026-01-08 11:07:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1190.80 total_reward_ma:1088.44 loss:0.05701 fps:1062 +frame:5.31e+06 wall_t:4998 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.48 +2026-01-08 11:07:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1182.30 total_reward_ma:1090.92 loss:0.1271 fps:1063 +frame:5.32e+06 wall_t:5007 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.647 +2026-01-08 11:07:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1142.30 total_reward_ma:1092.62 loss:0.0774 fps:1063 +frame:5.33e+06 wall_t:5016 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.39 +2026-01-08 11:08:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1111.60 total_reward_ma:1093.98 loss:0.1117 fps:1062 +frame:5.34e+06 wall_t:5026 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.495 +2026-01-08 11:08:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1131.00 total_reward_ma:1094.99 loss:0.1362 fps:1062 +frame:5.35e+06 wall_t:5037 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.381 +2026-01-08 11:08:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1100.10 total_reward_ma:1095.24 loss:0.1879 fps:1062 +frame:5.36e+06 wall_t:5046 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.368 +2026-01-08 11:08:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1080.80 total_reward_ma:1095.29 loss:0.1025 fps:1062 +frame:5.37e+06 wall_t:5056 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.36 +2026-01-08 11:08:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1047.40 total_reward_ma:1095.44 loss:0.1009 fps:1062 +frame:5.38e+06 wall_t:5064 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.061 +2026-01-08 11:08:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1089.30 total_reward_ma:1096.01 loss:0.2115 fps:1062 +frame:5.39e+06 wall_t:5073 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.577 +2026-01-08 11:09:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1109.50 total_reward_ma:1096.99 loss:0.1879 fps:1063 +frame:5.40e+06 wall_t:5082 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.33 +2026-01-08 11:09:12 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1120.60 total_reward_ma:1098.06 loss:0.1344 fps:1062 +frame:5.41e+06 wall_t:5092 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.271 +2026-01-08 11:09:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1132.10 total_reward_ma:1099.40 loss:0.1059 fps:1063 +frame:5.42e+06 wall_t:5101 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.341 +2026-01-08 11:09:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1182.30 total_reward_ma:1101.44 loss:0.1214 fps:1062 +frame:5.43e+06 wall_t:5111 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.338 +2026-01-08 11:09:40 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1183.90 total_reward_ma:1103.39 loss:0.08789 fps:1062 +frame:5.44e+06 wall_t:5120 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.359 +2026-01-08 11:09:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1217.50 total_reward_ma:1105.52 loss:0.1234 fps:1063 +frame:5.45e+06 wall_t:5129 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.375 +2026-01-08 11:10:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1222.10 total_reward_ma:1107.42 loss:0.2215 fps:1062 +frame:5.46e+06 wall_t:5139 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.411 +2026-01-08 11:10:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1212.30 total_reward_ma:1108.96 loss:0.04588 fps:1063 +frame:5.47e+06 wall_t:5148 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.448 +2026-01-08 11:10:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1209.40 total_reward_ma:1110.66 loss:0.1571 fps:1063 +frame:5.48e+06 wall_t:5157 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.299 +2026-01-08 11:10:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1229.10 total_reward_ma:1112.26 loss:0.1276 fps:1063 +frame:5.49e+06 wall_t:5166 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.41 +2026-01-08 11:10:35 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1185.50 total_reward_ma:1113.34 loss:0.2085 fps:1063 +frame:5.50e+06 wall_t:5175 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.249 +2026-01-08 11:10:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1164.00 total_reward_ma:1113.98 loss:0.1136 fps:1063 +frame:5.51e+06 wall_t:5185 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.252 +2026-01-08 11:10:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1141.10 total_reward_ma:1114.25 loss:0.2097 fps:1063 +frame:5.52e+06 wall_t:5195 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.275 +2026-01-08 11:11:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1164.00 total_reward_ma:1114.93 loss:0.07236 fps:1063 +frame:5.53e+06 wall_t:5204 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.293 +2026-01-08 11:11:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1173.00 total_reward_ma:1115.69 loss:0.05802 fps:1063 +frame:5.54e+06 wall_t:5213 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.43 +2026-01-08 11:11:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1182.50 total_reward_ma:1116.63 loss:0.1363 fps:1063 +frame:5.55e+06 wall_t:5222 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.325 +2026-01-08 11:11:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1153.20 total_reward_ma:1117.82 loss:0.08484 fps:1063 +frame:5.56e+06 wall_t:5232 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.429 +2026-01-08 11:11:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1155.20 total_reward_ma:1118.99 loss:0.2 fps:1063 +frame:5.57e+06 wall_t:5242 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.231 +2026-01-08 11:11:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1166.00 total_reward_ma:1120.76 loss:0.1258 fps:1063 +frame:5.58e+06 wall_t:5251 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.173 +2026-01-08 11:12:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1160.20 total_reward_ma:1122.00 loss:0.2307 fps:1063 +frame:5.59e+06 wall_t:5260 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.283 +2026-01-08 11:12:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1155.70 total_reward_ma:1122.92 loss:0.1676 fps:1063 +frame:5.60e+06 wall_t:5269 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.445 +2026-01-08 11:12:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1153.20 total_reward_ma:1123.79 loss:0.1058 fps:1063 +frame:5.61e+06 wall_t:5278 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.453 +2026-01-08 11:12:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1108.90 total_reward_ma:1124.21 loss:0.1049 fps:1063 +frame:5.62e+06 wall_t:5287 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.339 +2026-01-08 11:12:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1113.30 total_reward_ma:1124.16 loss:0.09138 fps:1063 +frame:5.63e+06 wall_t:5296 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.402 +2026-01-08 11:12:45 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1137.70 total_reward_ma:1124.26 loss:0.1094 fps:1063 +frame:5.64e+06 wall_t:5304 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.328 +2026-01-08 11:12:53 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1132.00 total_reward_ma:1124.70 loss:0.09304 fps:1063 +frame:5.65e+06 wall_t:5313 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.361 +2026-01-08 11:13:03 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1140.20 total_reward_ma:1125.36 loss:0.1347 fps:1063 +frame:5.66e+06 wall_t:5323 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.392 +2026-01-08 11:13:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1132.10 total_reward_ma:1126.32 loss:0.1163 fps:1063 +frame:5.67e+06 wall_t:5333 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.399 +2026-01-08 11:13:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1097.80 total_reward_ma:1126.78 loss:0.2134 fps:1063 +frame:5.68e+06 wall_t:5342 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.582 +2026-01-08 11:13:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1093.30 total_reward_ma:1127.32 loss:0.1335 fps:1063 +frame:5.69e+06 wall_t:5351 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.476 +2026-01-08 11:13:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1092.00 total_reward_ma:1128.02 loss:0.143 fps:1063 +frame:5.70e+06 wall_t:5361 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.235 +2026-01-08 11:13:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1092.60 total_reward_ma:1129.06 loss:0.1037 fps:1063 +frame:5.71e+06 wall_t:5371 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.241 +2026-01-08 11:13:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1080.90 total_reward_ma:1129.78 loss:0.1346 fps:1063 +frame:5.72e+06 wall_t:5379 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.17 +2026-01-08 11:14:09 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1050.40 total_reward_ma:1129.94 loss:0.1727 fps:1063 +frame:5.73e+06 wall_t:5389 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.404 +2026-01-08 11:14:19 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1045.00 total_reward_ma:1130.06 loss:0.1765 fps:1063 +frame:5.74e+06 wall_t:5399 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.395 +2026-01-08 11:14:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1075.10 total_reward_ma:1130.08 loss:0.1757 fps:1063 +frame:5.75e+06 wall_t:5408 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.327 +2026-01-08 11:14:37 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1105.00 total_reward_ma:1130.14 loss:0.0967 fps:1063 +frame:5.76e+06 wall_t:5417 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.277 +2026-01-08 11:14:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1109.60 total_reward_ma:1129.85 loss:0.09502 fps:1063 +frame:5.77e+06 wall_t:5426 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.542 +2026-01-08 11:14:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1157.20 total_reward_ma:1130.00 loss:0.03053 fps:1063 +frame:5.78e+06 wall_t:5435 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.455 +2026-01-08 11:15:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1170.80 total_reward_ma:1130.43 loss:0.1293 fps:1064 +frame:5.79e+06 wall_t:5444 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.254 +2026-01-08 11:15:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1207.30 total_reward_ma:1131.38 loss:0.04271 fps:1064 +frame:5.80e+06 wall_t:5452 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.352 +2026-01-08 11:15:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1244.20 total_reward_ma:1132.91 loss:0.1851 fps:1064 +frame:5.81e+06 wall_t:5461 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.414 +2026-01-08 11:15:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1262.00 total_reward_ma:1134.78 loss:0.1206 fps:1064 +frame:5.82e+06 wall_t:5471 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.333 +2026-01-08 11:15:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1281.30 total_reward_ma:1137.35 loss:0.08992 fps:1064 +frame:5.83e+06 wall_t:5481 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.303 +2026-01-08 11:15:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1290.60 total_reward_ma:1139.99 loss:0.08847 fps:1064 +frame:5.84e+06 wall_t:5490 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.377 +2026-01-08 11:15:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1281.50 total_reward_ma:1142.49 loss:0.1457 fps:1064 +frame:5.85e+06 wall_t:5499 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.344 +2026-01-08 11:16:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1264.10 total_reward_ma:1144.51 loss:0.216 fps:1064 +frame:5.86e+06 wall_t:5508 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.235 +2026-01-08 11:16:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1260.40 total_reward_ma:1146.13 loss:0.09237 fps:1064 +frame:5.87e+06 wall_t:5517 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.295 +2026-01-08 11:16:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1217.10 total_reward_ma:1147.21 loss:0.148 fps:1064 +frame:5.88e+06 wall_t:5526 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.406 +2026-01-08 11:16:36 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1206.60 total_reward_ma:1147.98 loss:0.07388 fps:1064 +frame:5.89e+06 wall_t:5536 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.419 +2026-01-08 11:16:46 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1207.90 total_reward_ma:1148.58 loss:0.1042 fps:1064 +frame:5.90e+06 wall_t:5546 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.29 +2026-01-08 11:16:55 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1217.80 total_reward_ma:1149.12 loss:0.1827 fps:1064 +frame:5.91e+06 wall_t:5554 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.342 +2026-01-08 11:17:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1237.80 total_reward_ma:1149.87 loss:0.07734 fps:1064 +frame:5.92e+06 wall_t:5564 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.546 +2026-01-08 11:17:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1269.50 total_reward_ma:1151.35 loss:0.212 fps:1064 +frame:5.93e+06 wall_t:5573 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.2 +2026-01-08 11:17:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1299.70 total_reward_ma:1153.47 loss:0.05082 fps:1064 +frame:5.94e+06 wall_t:5582 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.161 +2026-01-08 11:17:31 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1333.10 total_reward_ma:1155.96 loss:0.01357 fps:1064 +frame:5.95e+06 wall_t:5591 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.509 +2026-01-08 11:17:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1341.50 total_reward_ma:1158.70 loss:0.2252 fps:1064 +frame:5.96e+06 wall_t:5600 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.473 +2026-01-08 11:17:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1301.90 total_reward_ma:1160.85 loss:0.265 fps:1064 +frame:5.97e+06 wall_t:5609 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.455 +2026-01-08 11:17:58 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1278.30 total_reward_ma:1162.91 loss:0.09744 fps:1065 +frame:5.98e+06 wall_t:5617 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.607 +2026-01-08 11:18:07 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1288.40 total_reward_ma:1164.71 loss:0.05856 fps:1065 +frame:5.99e+06 wall_t:5626 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.347 +2026-01-08 11:18:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1283.60 total_reward_ma:1166.40 loss:0.1065 fps:1065 +frame:6.00e+06 wall_t:5635 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.344 +2026-01-08 11:18:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1270.70 total_reward_ma:1167.61 loss:0.06225 fps:1065 +frame:6.01e+06 wall_t:5644 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.422 +2026-01-08 11:18:33 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1312.20 total_reward_ma:1169.29 loss:0.1454 fps:1065 +frame:6.02e+06 wall_t:5652 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.494 +2026-01-08 11:18:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1296.70 total_reward_ma:1171.06 loss:0.2172 fps:1065 +frame:6.03e+06 wall_t:5661 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 11:18:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1302.20 total_reward_ma:1173.06 loss:0.2283 fps:1065 +frame:6.04e+06 wall_t:5670 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.358 +2026-01-08 11:19:00 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1291.30 total_reward_ma:1174.89 loss:0.0639 fps:1065 +frame:6.05e+06 wall_t:5680 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.562 +2026-01-08 11:19:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1287.90 total_reward_ma:1177.15 loss:0.1062 fps:1065 +frame:6.06e+06 wall_t:5689 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.466 +2026-01-08 11:19:19 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1284.80 total_reward_ma:1179.32 loss:0.1366 fps:1065 +frame:6.07e+06 wall_t:5698 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.363 +2026-01-08 11:19:28 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1293.40 total_reward_ma:1181.47 loss:0.1087 fps:1065 +frame:6.08e+06 wall_t:5708 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.518 +2026-01-08 11:19:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1262.80 total_reward_ma:1183.21 loss:0.03886 fps:1065 +frame:6.09e+06 wall_t:5718 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:19:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1219.90 total_reward_ma:1184.25 loss:0.07697 fps:1065 +frame:6.10e+06 wall_t:5727 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 11:19:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1249.30 total_reward_ma:1185.56 loss:0.1771 fps:1065 +frame:6.11e+06 wall_t:5736 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 11:20:06 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1252.10 total_reward_ma:1186.56 loss:0.125 fps:1065 +frame:6.12e+06 wall_t:5746 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 11:20:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1257.80 total_reward_ma:1187.69 loss:0.1103 fps:1065 +frame:6.13e+06 wall_t:5754 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.472 +2026-01-08 11:20:24 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1265.60 total_reward_ma:1188.71 loss:0.1655 fps:1065 +frame:6.14e+06 wall_t:5764 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 11:20:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1244.40 total_reward_ma:1189.40 loss:0.1137 fps:1065 +frame:6.15e+06 wall_t:5772 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.364 +2026-01-08 11:20:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1238.40 total_reward_ma:1189.99 loss:0.1869 fps:1066 +frame:6.16e+06 wall_t:5781 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 11:20:51 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1267.80 total_reward_ma:1191.09 loss:0.2016 fps:1066 +frame:6.17e+06 wall_t:5790 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 11:21:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1278.30 total_reward_ma:1192.25 loss:0.1409 fps:1066 +frame:6.18e+06 wall_t:5800 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 11:21:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1298.20 total_reward_ma:1193.49 loss:0.118 fps:1065 +frame:6.19e+06 wall_t:5810 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 11:21:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1311.30 total_reward_ma:1194.78 loss:0.07441 fps:1065 +frame:6.20e+06 wall_t:5821 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 11:21:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1300.90 total_reward_ma:1196.16 loss:0.125 fps:1065 +frame:6.21e+06 wall_t:5830 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.324 +2026-01-08 11:21:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1287.40 total_reward_ma:1197.50 loss:0.1082 fps:1065 +frame:6.22e+06 wall_t:5839 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.423 +2026-01-08 11:21:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1269.00 total_reward_ma:1198.57 loss:0.1619 fps:1066 +frame:6.23e+06 wall_t:5847 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 11:21:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1298.50 total_reward_ma:1200.00 loss:0.2051 fps:1065 +frame:6.24e+06 wall_t:5857 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 11:22:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1318.00 total_reward_ma:1201.45 loss:0.1204 fps:1065 +frame:6.25e+06 wall_t:5867 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.376 +2026-01-08 11:22:16 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1326.30 total_reward_ma:1203.05 loss:0.167 fps:1065 +frame:6.26e+06 wall_t:5876 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 11:22:25 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1344.00 total_reward_ma:1204.84 loss:0.1162 fps:1065 +frame:6.27e+06 wall_t:5885 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:22:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1333.80 total_reward_ma:1206.53 loss:0.1344 fps:1066 +frame:6.28e+06 wall_t:5893 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 11:22:42 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1349.20 total_reward_ma:1208.42 loss:0.1797 fps:1066 +frame:6.29e+06 wall_t:5902 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 11:22:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1381.40 total_reward_ma:1210.50 loss:0.1597 fps:1066 +frame:6.30e+06 wall_t:5911 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 11:23:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1398.50 total_reward_ma:1212.58 loss:0.1585 fps:1066 +frame:6.31e+06 wall_t:5920 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.585 +2026-01-08 11:23:10 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1361.80 total_reward_ma:1214.37 loss:0.08465 fps:1066 +frame:6.32e+06 wall_t:5929 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 11:23:19 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1340.40 total_reward_ma:1216.35 loss:0.2273 fps:1066 +frame:6.33e+06 wall_t:5939 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 11:23:29 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1276.80 total_reward_ma:1218.01 loss:0.1933 fps:1066 +frame:6.34e+06 wall_t:5948 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.332 +2026-01-08 11:23:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1283.70 total_reward_ma:1219.53 loss:0.2028 fps:1066 +frame:6.35e+06 wall_t:5958 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.511 +2026-01-08 11:23:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1242.50 total_reward_ma:1220.96 loss:0.07557 fps:1066 +frame:6.36e+06 wall_t:5967 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 11:23:57 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1215.20 total_reward_ma:1222.30 loss:0.04539 fps:1066 +frame:6.37e+06 wall_t:5976 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.455 +2026-01-08 11:24:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1208.50 total_reward_ma:1223.91 loss:0.1765 fps:1066 +frame:6.38e+06 wall_t:5987 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.403 +2026-01-08 11:24:17 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1238.60 total_reward_ma:1225.41 loss:0.04038 fps:1066 +frame:6.39e+06 wall_t:5997 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.547 +2026-01-08 11:24:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1216.50 total_reward_ma:1226.48 loss:0.1361 fps:1066 +frame:6.40e+06 wall_t:6005 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.369 +2026-01-08 11:24:34 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1242.40 total_reward_ma:1227.69 loss:0.05273 fps:1066 +frame:6.41e+06 wall_t:6013 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.316 +2026-01-08 11:24:43 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1256.60 total_reward_ma:1228.94 loss:0.1095 fps:1066 +frame:6.42e+06 wall_t:6023 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 11:24:52 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1274.00 total_reward_ma:1229.85 loss:0.1142 fps:1066 +frame:6.43e+06 wall_t:6031 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 11:25:01 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1288.70 total_reward_ma:1230.90 loss:0.06219 fps:1066 +frame:6.44e+06 wall_t:6041 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.518 +2026-01-08 11:25:11 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1294.10 total_reward_ma:1231.67 loss:0.09957 fps:1066 +frame:6.45e+06 wall_t:6051 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 11:25:21 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1309.20 total_reward_ma:1232.54 loss:0.1478 fps:1066 +frame:6.46e+06 wall_t:6061 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.414 +2026-01-08 11:25:32 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1325.70 total_reward_ma:1233.67 loss:0.1585 fps:1066 +frame:6.47e+06 wall_t:6071 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 11:25:41 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1325.40 total_reward_ma:1234.83 loss:0.0891 fps:1066 +frame:6.48e+06 wall_t:6081 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 11:25:50 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1341.70 total_reward_ma:1235.96 loss:0.09731 fps:1066 +frame:6.49e+06 wall_t:6090 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 11:25:59 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1339.70 total_reward_ma:1237.50 loss:0.0678 fps:1066 +frame:6.50e+06 wall_t:6099 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.294 +2026-01-08 11:26:08 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1326.90 total_reward_ma:1239.13 loss:0.1832 fps:1066 +frame:6.51e+06 wall_t:6108 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.545 +2026-01-08 11:26:18 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1291.50 total_reward_ma:1240.64 loss:0.1032 fps:1066 +frame:6.52e+06 wall_t:6118 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.401 +2026-01-08 11:26:27 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1305.50 total_reward_ma:1242.05 loss:0.07998 fps:1066 +frame:6.53e+06 wall_t:6127 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.443 +2026-01-08 11:26:38 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1286.30 total_reward_ma:1243.18 loss:0.05651 fps:1065 +frame:6.54e+06 wall_t:6138 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.647 +2026-01-08 11:26:47 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1300.70 total_reward_ma:1244.36 loss:0.0638 fps:1066 +frame:6.55e+06 wall_t:6147 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.354 +2026-01-08 11:26:56 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1283.10 total_reward_ma:1245.66 loss:0.03696 fps:1066 +frame:6.56e+06 wall_t:6156 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.368 +2026-01-08 11:27:05 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1269.50 total_reward_ma:1246.81 loss:0.1867 fps:1066 +frame:6.57e+06 wall_t:6165 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 11:27:15 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1239.10 total_reward_ma:1247.54 loss:0.1686 fps:1066 +frame:6.58e+06 wall_t:6175 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.373 +2026-01-08 11:27:26 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1244.40 total_reward_ma:1248.38 loss:0.1587 fps:1065 +frame:6.59e+06 wall_t:6185 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.319 +2026-01-08 11:27:35 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1260.30 total_reward_ma:1249.43 loss:0.06764 fps:1065 +frame:6.60e+06 wall_t:6195 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.315 +2026-01-08 11:27:44 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1237.70 total_reward_ma:1250.27 loss:0.06856 fps:1065 +frame:6.61e+06 wall_t:6204 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.392 +2026-01-08 11:27:54 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1223.80 total_reward_ma:1251.42 loss:0.08444 fps:1066 +frame:6.62e+06 wall_t:6213 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 11:28:04 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1276.40 total_reward_ma:1253.05 loss:0.1184 fps:1065 +frame:6.63e+06 wall_t:6224 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.621 +2026-01-08 11:28:13 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1260.50 total_reward_ma:1254.28 loss:0.1585 fps:1065 +frame:6.64e+06 wall_t:6233 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.543 +2026-01-08 11:28:22 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1299.80 total_reward_ma:1255.96 loss:0.1295 fps:1065 +frame:6.65e+06 wall_t:6242 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.32 +2026-01-08 11:28:30 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1317.40 total_reward_ma:1257.73 loss:0.07591 fps:1066 +frame:6.66e+06 wall_t:6249 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.465 +2026-01-08 11:28:39 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1323.10 total_reward_ma:1259.64 loss:0.07149 fps:1066 +frame:6.67e+06 wall_t:6258 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.5 +2026-01-08 11:28:49 | INFO | PID:1822 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_alien_t0_s0 [train] +total_reward:1332.60 total_reward_ma:1261.99 loss:0.1244 fps:1066 +frame:6.68e+06 wall_t:6269 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.316 diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s1.log b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..3cd4c4e0b0c636068975d9065c76bf82be32be16 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 09:44:17 | INFO | PID:1823 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:44:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:211.67 total_reward_ma:211.67 loss:-0.0238 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.852 +2026-01-08 09:45:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:236.84 total_reward_ma:224.25 loss:-0.02329 fps:487.8 +frame:2.00e+04 wall_t:41 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.82 +2026-01-08 09:45:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:250.28 total_reward_ma:232.93 loss:-0.02177 fps:612.2 +frame:3.00e+04 wall_t:49 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.762 +2026-01-08 09:45:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:260.20 total_reward_ma:239.75 loss:-0.01656 fps:701.8 +frame:4.00e+04 wall_t:57 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.714 +2026-01-08 09:45:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:282.66 total_reward_ma:248.33 loss:-0.01639 fps:757.6 +frame:5.00e+04 wall_t:66 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.698 +2026-01-08 09:45:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:290.51 total_reward_ma:255.36 loss:-0.0094 fps:800 +frame:6.00e+04 wall_t:75 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.603 +2026-01-08 09:45:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:298.26 total_reward_ma:261.49 loss:-0.01838 fps:833.3 +frame:7.00e+04 wall_t:84 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.622 +2026-01-08 09:45:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:311.20 total_reward_ma:267.70 loss:-0.003217 fps:860.2 +frame:8.00e+04 wall_t:93 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.496 +2026-01-08 09:46:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:323.70 total_reward_ma:273.92 loss:-0.003849 fps:891.1 +frame:9.00e+04 wall_t:101 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.471 +2026-01-08 09:46:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:351.90 total_reward_ma:281.72 loss:-5.302e-05 fps:909.1 +frame:1.00e+05 wall_t:110 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.389 +2026-01-08 09:46:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:358.10 total_reward_ma:288.66 loss:-0.01053 fps:916.7 +frame:1.10e+05 wall_t:120 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.364 +2026-01-08 09:46:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:378.90 total_reward_ma:296.18 loss:-0.0002295 fps:930.2 +frame:1.20e+05 wall_t:129 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.361 +2026-01-08 09:46:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:395.20 total_reward_ma:303.80 loss:0.007818 fps:942 +frame:1.30e+05 wall_t:138 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.226 +2026-01-08 09:46:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:413.40 total_reward_ma:311.63 loss:0.04487 fps:952.4 +frame:1.40e+05 wall_t:147 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.155 +2026-01-08 09:46:57 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:421.20 total_reward_ma:318.93 loss:0.03191 fps:955.4 +frame:1.50e+05 wall_t:157 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.187 +2026-01-08 09:47:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:431.90 total_reward_ma:325.99 loss:0.02891 fps:963.9 +frame:1.60e+05 wall_t:166 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.04 +2026-01-08 09:47:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:426.70 total_reward_ma:331.92 loss:0.01673 fps:965.9 +frame:1.70e+05 wall_t:176 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.125 +2026-01-08 09:47:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:430.80 total_reward_ma:337.41 loss:0.01653 fps:973 +frame:1.80e+05 wall_t:185 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.041 +2026-01-08 09:47:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:441.20 total_reward_ma:342.87 loss:0.03858 fps:979.4 +frame:1.90e+05 wall_t:194 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2 +2026-01-08 09:47:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:469.70 total_reward_ma:349.22 loss:0.02393 fps:980.4 +frame:2.00e+05 wall_t:204 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.987 +2026-01-08 09:47:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:496.70 total_reward_ma:356.24 loss:0.0412 fps:981.3 +frame:2.10e+05 wall_t:214 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.907 +2026-01-08 09:48:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:518.10 total_reward_ma:363.60 loss:0.05168 fps:991 +frame:2.20e+05 wall_t:222 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.826 +2026-01-08 09:48:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:524.60 total_reward_ma:370.60 loss:0.07688 fps:995.7 +frame:2.30e+05 wall_t:231 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.786 +2026-01-08 09:48:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:527.90 total_reward_ma:377.15 loss:0.04294 fps:1000 +frame:2.40e+05 wall_t:240 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.88 +2026-01-08 09:48:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:502.20 total_reward_ma:382.15 loss:0.08689 fps:1000 +frame:2.50e+05 wall_t:250 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.755 +2026-01-08 09:48:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:490.50 total_reward_ma:386.32 loss:0.05162 fps:1008 +frame:2.60e+05 wall_t:258 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.763 +2026-01-08 09:48:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:467.90 total_reward_ma:389.34 loss:0.05729 fps:1015 +frame:2.70e+05 wall_t:266 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.758 +2026-01-08 09:48:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:491.30 total_reward_ma:392.98 loss:0.05188 fps:1018 +frame:2.80e+05 wall_t:275 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.785 +2026-01-08 09:49:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:504.00 total_reward_ma:396.81 loss:0.1116 fps:1025 +frame:2.90e+05 wall_t:283 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.641 +2026-01-08 09:49:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:501.70 total_reward_ma:400.31 loss:0.0973 fps:1027 +frame:3.00e+05 wall_t:292 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.644 +2026-01-08 09:49:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:525.30 total_reward_ma:404.34 loss:0.08845 fps:1026 +frame:3.10e+05 wall_t:302 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.683 +2026-01-08 09:49:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:533.60 total_reward_ma:408.38 loss:0.05964 fps:1026 +frame:3.20e+05 wall_t:312 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.868 +2026-01-08 09:49:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:530.50 total_reward_ma:412.08 loss:0.07154 fps:1025 +frame:3.30e+05 wall_t:322 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.735 +2026-01-08 09:49:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:521.70 total_reward_ma:415.30 loss:0.05918 fps:1024 +frame:3.40e+05 wall_t:332 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.865 +2026-01-08 09:49:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:514.30 total_reward_ma:418.13 loss:0.06059 fps:1032 +frame:3.50e+05 wall_t:339 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.811 +2026-01-08 09:50:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:493.00 total_reward_ma:420.21 loss:0.08745 fps:1032 +frame:3.60e+05 wall_t:349 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.605 +2026-01-08 09:50:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:493.60 total_reward_ma:422.19 loss:0.09713 fps:1034 +frame:3.70e+05 wall_t:358 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.636 +2026-01-08 09:50:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:476.90 total_reward_ma:423.63 loss:0.1174 fps:1035 +frame:3.80e+05 wall_t:367 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.65 +2026-01-08 09:50:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:476.60 total_reward_ma:424.99 loss:0.09316 fps:1037 +frame:3.90e+05 wall_t:376 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.546 +2026-01-08 09:50:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:479.80 total_reward_ma:426.36 loss:0.07582 fps:1036 +frame:4.00e+05 wall_t:386 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.839 +2026-01-08 09:50:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:474.50 total_reward_ma:427.54 loss:0.09075 fps:1038 +frame:4.10e+05 wall_t:395 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.695 +2026-01-08 09:51:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:465.80 total_reward_ma:428.45 loss:0.1135 fps:1037 +frame:4.20e+05 wall_t:405 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.574 +2026-01-08 09:51:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:446.70 total_reward_ma:428.87 loss:0.1366 fps:1041 +frame:4.30e+05 wall_t:413 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.278 +2026-01-08 09:51:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:440.60 total_reward_ma:429.14 loss:0.1129 fps:1043 +frame:4.40e+05 wall_t:422 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.621 +2026-01-08 09:51:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:424.60 total_reward_ma:429.04 loss:0.07361 fps:1044 +frame:4.50e+05 wall_t:431 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.568 +2026-01-08 09:51:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:422.20 total_reward_ma:428.89 loss:0.1395 fps:1045 +frame:4.60e+05 wall_t:440 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.504 +2026-01-08 09:51:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:414.10 total_reward_ma:428.57 loss:0.1214 fps:1044 +frame:4.70e+05 wall_t:450 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.44 +2026-01-08 09:51:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:423.00 total_reward_ma:428.46 loss:0.12 fps:1046 +frame:4.80e+05 wall_t:459 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.406 +2026-01-08 09:52:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:429.40 total_reward_ma:428.48 loss:0.07289 fps:1047 +frame:4.90e+05 wall_t:468 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.566 +2026-01-08 09:52:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:444.40 total_reward_ma:428.80 loss:0.05824 fps:1050 +frame:5.00e+05 wall_t:476 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.542 +2026-01-08 09:52:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:463.70 total_reward_ma:429.48 loss:0.04051 fps:1052 +frame:5.10e+05 wall_t:485 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.617 +2026-01-08 09:52:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:480.70 total_reward_ma:430.47 loss:0.05179 fps:1055 +frame:5.20e+05 wall_t:493 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.755 +2026-01-08 09:52:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:482.20 total_reward_ma:431.44 loss:0.06377 fps:1056 +frame:5.30e+05 wall_t:502 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.648 +2026-01-08 09:52:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:492.50 total_reward_ma:432.57 loss:0.1446 fps:1055 +frame:5.40e+05 wall_t:512 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.571 +2026-01-08 09:53:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:498.10 total_reward_ma:433.76 loss:0.0929 fps:1052 +frame:5.50e+05 wall_t:523 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.578 +2026-01-08 09:53:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:509.00 total_reward_ma:435.11 loss:0.1065 fps:1055 +frame:5.60e+05 wall_t:531 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.442 +2026-01-08 09:53:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:518.80 total_reward_ma:436.58 loss:0.04567 fps:1056 +frame:5.70e+05 wall_t:540 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.657 +2026-01-08 09:53:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:517.40 total_reward_ma:437.97 loss:0.07117 fps:1055 +frame:5.80e+05 wall_t:550 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.493 +2026-01-08 09:53:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:517.70 total_reward_ma:439.32 loss:0.06841 fps:1055 +frame:5.90e+05 wall_t:559 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.693 +2026-01-08 09:53:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:511.90 total_reward_ma:440.53 loss:0.0525 fps:1056 +frame:6.00e+05 wall_t:568 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.674 +2026-01-08 09:53:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:517.40 total_reward_ma:441.79 loss:0.0643 fps:1059 +frame:6.10e+05 wall_t:576 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.517 +2026-01-08 09:54:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:513.40 total_reward_ma:442.95 loss:0.06808 fps:1060 +frame:6.20e+05 wall_t:585 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.482 +2026-01-08 09:54:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:516.10 total_reward_ma:444.11 loss:0.05032 fps:1061 +frame:6.30e+05 wall_t:594 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.689 +2026-01-08 09:54:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:516.70 total_reward_ma:445.24 loss:0.04726 fps:1060 +frame:6.40e+05 wall_t:604 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.77 +2026-01-08 09:54:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:518.90 total_reward_ma:446.37 loss:0.05406 fps:1060 +frame:6.50e+05 wall_t:613 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.833 +2026-01-08 09:54:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:543.40 total_reward_ma:447.84 loss:0.06348 fps:1061 +frame:6.60e+05 wall_t:622 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.74 +2026-01-08 09:54:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:548.30 total_reward_ma:449.34 loss:0.02641 fps:1063 +frame:6.70e+05 wall_t:630 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.933 +2026-01-08 09:55:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:550.80 total_reward_ma:450.84 loss:0.04809 fps:1062 +frame:6.80e+05 wall_t:640 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.823 +2026-01-08 09:55:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:549.30 total_reward_ma:452.26 loss:0.0872 fps:1063 +frame:6.90e+05 wall_t:649 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.659 +2026-01-08 09:55:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:552.30 total_reward_ma:453.69 loss:0.08358 fps:1064 +frame:7.00e+05 wall_t:658 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.625 +2026-01-08 09:55:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:551.50 total_reward_ma:455.07 loss:0.05246 fps:1066 +frame:7.10e+05 wall_t:666 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.839 +2026-01-08 09:55:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:537.90 total_reward_ma:456.22 loss:0.09641 fps:1065 +frame:7.20e+05 wall_t:676 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.927 +2026-01-08 09:55:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:532.10 total_reward_ma:457.26 loss:0.06067 fps:1066 +frame:7.30e+05 wall_t:685 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.976 +2026-01-08 09:55:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:528.00 total_reward_ma:458.22 loss:0.04201 fps:1068 +frame:7.40e+05 wall_t:693 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.85 +2026-01-08 09:56:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:527.90 total_reward_ma:459.14 loss:0.06748 fps:1068 +frame:7.50e+05 wall_t:702 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.662 +2026-01-08 09:56:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:520.80 total_reward_ma:459.96 loss:0.03567 fps:1069 +frame:7.60e+05 wall_t:711 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.611 +2026-01-08 09:56:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:523.50 total_reward_ma:460.78 loss:0.0786 fps:1069 +frame:7.70e+05 wall_t:720 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.847 +2026-01-08 09:56:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:529.20 total_reward_ma:461.66 loss:0.03295 fps:1070 +frame:7.80e+05 wall_t:729 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.631 +2026-01-08 09:56:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:534.50 total_reward_ma:462.58 loss:0.0415 fps:1072 +frame:7.90e+05 wall_t:737 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.728 +2026-01-08 09:56:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:541.20 total_reward_ma:463.56 loss:0.07348 fps:1072 +frame:8.00e+05 wall_t:746 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.529 +2026-01-08 09:56:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:542.50 total_reward_ma:464.54 loss:0.1006 fps:1074 +frame:8.10e+05 wall_t:754 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.838 +2026-01-08 09:57:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:550.50 total_reward_ma:465.59 loss:0.1254 fps:1073 +frame:8.20e+05 wall_t:764 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.701 +2026-01-08 09:57:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:550.80 total_reward_ma:466.61 loss:0.06604 fps:1074 +frame:8.30e+05 wall_t:773 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.727 +2026-01-08 09:57:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:547.60 total_reward_ma:467.58 loss:0.03343 fps:1074 +frame:8.40e+05 wall_t:782 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.889 +2026-01-08 09:57:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:546.10 total_reward_ma:468.50 loss:0.08999 fps:1075 +frame:8.50e+05 wall_t:791 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.534 +2026-01-08 09:57:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:541.00 total_reward_ma:469.34 loss:0.05483 fps:1075 +frame:8.60e+05 wall_t:800 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.71 +2026-01-08 09:57:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:532.30 total_reward_ma:470.07 loss:0.08145 fps:1074 +frame:8.70e+05 wall_t:810 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.574 +2026-01-08 09:57:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:533.00 total_reward_ma:470.78 loss:0.07626 fps:1073 +frame:8.80e+05 wall_t:820 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.626 +2026-01-08 09:58:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:524.50 total_reward_ma:471.39 loss:0.08747 fps:1074 +frame:8.90e+05 wall_t:829 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.717 +2026-01-08 09:58:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:522.70 total_reward_ma:471.96 loss:0.1045 fps:1073 +frame:9.00e+05 wall_t:839 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.598 +2026-01-08 09:58:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:533.10 total_reward_ma:472.63 loss:0.08079 fps:1073 +frame:9.10e+05 wall_t:848 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.521 +2026-01-08 09:58:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:547.20 total_reward_ma:473.44 loss:0.06789 fps:1072 +frame:9.20e+05 wall_t:858 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.662 +2026-01-08 09:58:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:547.30 total_reward_ma:474.23 loss:0.1178 fps:1073 +frame:9.30e+05 wall_t:867 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.492 +2026-01-08 09:58:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:549.60 total_reward_ma:475.03 loss:0.08736 fps:1074 +frame:9.40e+05 wall_t:875 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.382 +2026-01-08 09:59:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:558.50 total_reward_ma:475.91 loss:0.02573 fps:1075 +frame:9.50e+05 wall_t:884 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.649 +2026-01-08 09:59:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:546.20 total_reward_ma:476.64 loss:0.0614 fps:1074 +frame:9.60e+05 wall_t:894 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.967 +2026-01-08 09:59:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:520.40 total_reward_ma:477.10 loss:0.03631 fps:1075 +frame:9.70e+05 wall_t:902 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.812 +2026-01-08 09:59:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:501.80 total_reward_ma:477.35 loss:0.0662 fps:1076 +frame:9.80e+05 wall_t:911 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.81 +2026-01-08 09:59:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:480.70 total_reward_ma:477.38 loss:0.09113 fps:1076 +frame:9.90e+05 wall_t:920 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.594 +2026-01-08 09:59:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:463.80 total_reward_ma:477.25 loss:0.0748 fps:1074 +frame:1.00e+06 wall_t:931 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.681 +2026-01-08 09:59:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:459.10 total_reward_ma:479.72 loss:0.08692 fps:1074 +frame:1.01e+06 wall_t:940 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.621 +2026-01-08 10:00:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:471.80 total_reward_ma:482.07 loss:0.09145 fps:1076 +frame:1.02e+06 wall_t:948 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.556 +2026-01-08 10:00:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:471.60 total_reward_ma:484.28 loss:0.1115 fps:1076 +frame:1.03e+06 wall_t:957 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.511 +2026-01-08 10:00:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:475.40 total_reward_ma:486.44 loss:0.06807 fps:1077 +frame:1.04e+06 wall_t:966 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.868 +2026-01-08 10:00:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:485.60 total_reward_ma:488.46 loss:0.1361 fps:1076 +frame:1.05e+06 wall_t:976 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.455 +2026-01-08 10:00:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:495.80 total_reward_ma:490.52 loss:0.1321 fps:1077 +frame:1.06e+06 wall_t:984 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.628 +2026-01-08 10:00:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:508.60 total_reward_ma:492.62 loss:0.1142 fps:1076 +frame:1.07e+06 wall_t:994 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.781 +2026-01-08 10:01:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:532.30 total_reward_ma:494.83 loss:0.1396 fps:1076 +frame:1.08e+06 wall_t:1004 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.45 +2026-01-08 10:01:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:561.80 total_reward_ma:497.21 loss:0.07875 fps:1077 +frame:1.09e+06 wall_t:1012 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.261 +2026-01-08 10:01:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:572.80 total_reward_ma:499.42 loss:0.1143 fps:1077 +frame:1.10e+06 wall_t:1021 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.473 +2026-01-08 10:01:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:571.60 total_reward_ma:501.56 loss:0.06372 fps:1078 +frame:1.11e+06 wall_t:1030 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.32 +2026-01-08 10:01:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:575.90 total_reward_ma:503.53 loss:0.01741 fps:1078 +frame:1.12e+06 wall_t:1039 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.701 +2026-01-08 10:01:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:558.80 total_reward_ma:505.16 loss:0.1309 fps:1076 +frame:1.13e+06 wall_t:1050 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.329 +2026-01-08 10:01:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:548.50 total_reward_ma:506.51 loss:0.1193 fps:1076 +frame:1.14e+06 wall_t:1059 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.464 +2026-01-08 10:02:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:556.50 total_reward_ma:507.87 loss:0.08716 fps:1077 +frame:1.15e+06 wall_t:1068 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.572 +2026-01-08 10:02:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:562.30 total_reward_ma:509.17 loss:0.1165 fps:1077 +frame:1.16e+06 wall_t:1077 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.289 +2026-01-08 10:02:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:562.80 total_reward_ma:510.53 loss:0.1251 fps:1077 +frame:1.17e+06 wall_t:1086 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.601 +2026-01-08 10:02:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:580.00 total_reward_ma:512.02 loss:0.09605 fps:1078 +frame:1.18e+06 wall_t:1095 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.609 +2026-01-08 10:02:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:605.20 total_reward_ma:513.66 loss:0.2285 fps:1078 +frame:1.19e+06 wall_t:1104 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.445 +2026-01-08 10:02:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:612.50 total_reward_ma:515.09 loss:0.1798 fps:1078 +frame:1.20e+06 wall_t:1113 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.389 +2026-01-08 10:03:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:624.10 total_reward_ma:516.37 loss:0.1288 fps:1079 +frame:1.21e+06 wall_t:1121 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.383 +2026-01-08 10:03:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:659.70 total_reward_ma:517.78 loss:0.03226 fps:1080 +frame:1.22e+06 wall_t:1130 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.625 +2026-01-08 10:03:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:663.50 total_reward_ma:519.17 loss:0.1932 fps:1080 +frame:1.23e+06 wall_t:1139 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.321 +2026-01-08 10:03:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:655.30 total_reward_ma:520.45 loss:0.1093 fps:1081 +frame:1.24e+06 wall_t:1147 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.506 +2026-01-08 10:03:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:673.00 total_reward_ma:522.15 loss:0.07596 fps:1082 +frame:1.25e+06 wall_t:1155 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.357 +2026-01-08 10:03:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:671.70 total_reward_ma:523.97 loss:0.043 fps:1082 +frame:1.26e+06 wall_t:1164 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.522 +2026-01-08 10:03:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:660.60 total_reward_ma:525.89 loss:0.1066 fps:1083 +frame:1.27e+06 wall_t:1173 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.643 +2026-01-08 10:04:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:648.80 total_reward_ma:527.47 loss:0.07541 fps:1083 +frame:1.28e+06 wall_t:1182 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.669 +2026-01-08 10:04:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:652.70 total_reward_ma:528.95 loss:0.1803 fps:1084 +frame:1.29e+06 wall_t:1190 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.606 +2026-01-08 10:04:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:649.60 total_reward_ma:530.43 loss:0.1205 fps:1084 +frame:1.30e+06 wall_t:1199 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.62 +2026-01-08 10:04:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:648.00 total_reward_ma:531.66 loss:0.04981 fps:1085 +frame:1.31e+06 wall_t:1207 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.524 +2026-01-08 10:04:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:675.00 total_reward_ma:533.07 loss:0.03744 fps:1086 +frame:1.32e+06 wall_t:1216 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.704 +2026-01-08 10:04:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:669.30 total_reward_ma:534.46 loss:0.08361 fps:1086 +frame:1.33e+06 wall_t:1225 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.603 +2026-01-08 10:04:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:678.50 total_reward_ma:536.03 loss:0.1253 fps:1086 +frame:1.34e+06 wall_t:1234 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.598 +2026-01-08 10:05:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:683.50 total_reward_ma:537.72 loss:0.06473 fps:1085 +frame:1.35e+06 wall_t:1244 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.733 +2026-01-08 10:05:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:696.60 total_reward_ma:539.76 loss:0.1002 fps:1085 +frame:1.36e+06 wall_t:1253 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.651 +2026-01-08 10:05:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:695.10 total_reward_ma:541.77 loss:0.108 fps:1086 +frame:1.37e+06 wall_t:1261 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.589 +2026-01-08 10:05:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:687.80 total_reward_ma:543.88 loss:0.06389 fps:1087 +frame:1.38e+06 wall_t:1269 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.685 +2026-01-08 10:05:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:684.80 total_reward_ma:545.96 loss:0.06013 fps:1088 +frame:1.39e+06 wall_t:1278 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.492 +2026-01-08 10:05:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:693.60 total_reward_ma:548.10 loss:0.01051 fps:1088 +frame:1.40e+06 wall_t:1287 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.739 +2026-01-08 10:05:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:726.10 total_reward_ma:550.62 loss:0.128 fps:1088 +frame:1.41e+06 wall_t:1296 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.474 +2026-01-08 10:06:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:746.70 total_reward_ma:553.43 loss:0.07692 fps:1087 +frame:1.42e+06 wall_t:1306 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.588 +2026-01-08 10:06:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:754.60 total_reward_ma:556.51 loss:0.1147 fps:1087 +frame:1.43e+06 wall_t:1316 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.648 +2026-01-08 10:06:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:788.80 total_reward_ma:559.99 loss:0.1621 fps:1087 +frame:1.44e+06 wall_t:1325 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.405 +2026-01-08 10:06:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:813.00 total_reward_ma:563.87 loss:0.198 fps:1087 +frame:1.45e+06 wall_t:1334 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.581 +2026-01-08 10:06:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:786.70 total_reward_ma:567.52 loss:0.1374 fps:1088 +frame:1.46e+06 wall_t:1342 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.632 +2026-01-08 10:06:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:802.40 total_reward_ma:571.40 loss:0.1162 fps:1087 +frame:1.47e+06 wall_t:1352 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.483 +2026-01-08 10:07:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:784.10 total_reward_ma:575.01 loss:0.106 fps:1087 +frame:1.48e+06 wall_t:1361 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.633 +2026-01-08 10:07:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:812.30 total_reward_ma:578.84 loss:0.07137 fps:1087 +frame:1.49e+06 wall_t:1371 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.477 +2026-01-08 10:07:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:806.70 total_reward_ma:582.46 loss:0.1355 fps:1087 +frame:1.50e+06 wall_t:1380 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.456 +2026-01-08 10:07:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:820.90 total_reward_ma:586.03 loss:0.1005 fps:1088 +frame:1.51e+06 wall_t:1388 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.5 +2026-01-08 10:07:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:830.90 total_reward_ma:589.54 loss:0.1383 fps:1088 +frame:1.52e+06 wall_t:1397 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.312 +2026-01-08 10:07:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:823.10 total_reward_ma:592.95 loss:0.1953 fps:1088 +frame:1.53e+06 wall_t:1406 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.435 +2026-01-08 10:07:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:839.70 total_reward_ma:596.42 loss:0.06279 fps:1089 +frame:1.54e+06 wall_t:1414 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.388 +2026-01-08 10:08:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:831.80 total_reward_ma:599.76 loss:0.09746 fps:1088 +frame:1.55e+06 wall_t:1424 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.519 +2026-01-08 10:08:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:833.30 total_reward_ma:603.00 loss:0.1349 fps:1088 +frame:1.56e+06 wall_t:1434 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.359 +2026-01-08 10:08:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:831.40 total_reward_ma:606.12 loss:0.06524 fps:1087 +frame:1.57e+06 wall_t:1445 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.355 +2026-01-08 10:08:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:843.20 total_reward_ma:609.38 loss:0.1355 fps:1086 +frame:1.58e+06 wall_t:1455 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.264 +2026-01-08 10:08:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:857.30 total_reward_ma:612.78 loss:0.1309 fps:1086 +frame:1.59e+06 wall_t:1464 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.237 +2026-01-08 10:08:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:875.20 total_reward_ma:616.41 loss:0.1493 fps:1086 +frame:1.60e+06 wall_t:1473 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.411 +2026-01-08 10:09:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:858.40 total_reward_ma:619.82 loss:0.07866 fps:1086 +frame:1.61e+06 wall_t:1482 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.356 +2026-01-08 10:09:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:871.30 total_reward_ma:623.40 loss:0.07115 fps:1087 +frame:1.62e+06 wall_t:1491 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.359 +2026-01-08 10:09:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:885.20 total_reward_ma:627.09 loss:0.1442 fps:1087 +frame:1.63e+06 wall_t:1499 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.49 +2026-01-08 10:09:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:895.00 total_reward_ma:630.87 loss:0.07284 fps:1088 +frame:1.64e+06 wall_t:1507 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.537 +2026-01-08 10:09:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:891.90 total_reward_ma:634.60 loss:0.08499 fps:1089 +frame:1.65e+06 wall_t:1515 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.341 +2026-01-08 10:09:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:908.20 total_reward_ma:638.25 loss:0.04749 fps:1089 +frame:1.66e+06 wall_t:1524 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.138 +2026-01-08 10:09:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:927.90 total_reward_ma:642.05 loss:0.1056 fps:1088 +frame:1.67e+06 wall_t:1535 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.37 +2026-01-08 10:10:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:907.80 total_reward_ma:645.62 loss:0.1437 fps:1087 +frame:1.68e+06 wall_t:1545 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.056 +2026-01-08 10:10:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:888.30 total_reward_ma:649.01 loss:0.1105 fps:1087 +frame:1.69e+06 wall_t:1555 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.501 +2026-01-08 10:10:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:899.20 total_reward_ma:652.48 loss:0.1687 fps:1088 +frame:1.70e+06 wall_t:1563 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.329 +2026-01-08 10:10:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:894.10 total_reward_ma:655.90 loss:0.1384 fps:1088 +frame:1.71e+06 wall_t:1571 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.392 +2026-01-08 10:10:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:890.40 total_reward_ma:659.43 loss:0.04967 fps:1088 +frame:1.72e+06 wall_t:1581 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.442 +2026-01-08 10:10:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:894.30 total_reward_ma:663.05 loss:0.06838 fps:1089 +frame:1.73e+06 wall_t:1589 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.718 +2026-01-08 10:10:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:877.40 total_reward_ma:666.54 loss:0.1421 fps:1089 +frame:1.74e+06 wall_t:1598 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.459 +2026-01-08 10:11:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:908.40 total_reward_ma:670.35 loss:0.109 fps:1089 +frame:1.75e+06 wall_t:1607 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.566 +2026-01-08 10:11:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:918.90 total_reward_ma:674.33 loss:0.1021 fps:1089 +frame:1.76e+06 wall_t:1616 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.36 +2026-01-08 10:11:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:945.90 total_reward_ma:678.55 loss:0.0934 fps:1089 +frame:1.77e+06 wall_t:1626 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.467 +2026-01-08 10:11:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:967.20 total_reward_ma:682.93 loss:0.159 fps:1088 +frame:1.78e+06 wall_t:1636 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.363 +2026-01-08 10:11:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1021.40 total_reward_ma:687.80 loss:0.1236 fps:1087 +frame:1.79e+06 wall_t:1646 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.528 +2026-01-08 10:11:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1008.60 total_reward_ma:692.48 loss:0.3025 fps:1088 +frame:1.80e+06 wall_t:1655 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.489 +2026-01-08 10:12:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:958.00 total_reward_ma:696.63 loss:0.103 fps:1086 +frame:1.81e+06 wall_t:1666 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.562 +2026-01-08 10:12:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:927.80 total_reward_ma:700.40 loss:0.1433 fps:1087 +frame:1.82e+06 wall_t:1675 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.614 +2026-01-08 10:12:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:864.30 total_reward_ma:703.54 loss:0.1404 fps:1087 +frame:1.83e+06 wall_t:1684 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.835 +2026-01-08 10:12:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:814.10 total_reward_ma:706.20 loss:0.1512 fps:1086 +frame:1.84e+06 wall_t:1695 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.315 +2026-01-08 10:12:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:745.30 total_reward_ma:708.20 loss:0.04921 fps:1086 +frame:1.85e+06 wall_t:1703 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.429 +2026-01-08 10:12:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:767.10 total_reward_ma:710.46 loss:0.1283 fps:1086 +frame:1.86e+06 wall_t:1712 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.407 +2026-01-08 10:13:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:819.80 total_reward_ma:713.33 loss:0.201 fps:1086 +frame:1.87e+06 wall_t:1722 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.14 +2026-01-08 10:13:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:856.50 total_reward_ma:716.57 loss:0.111 fps:1087 +frame:1.88e+06 wall_t:1730 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.402 +2026-01-08 10:13:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:917.00 total_reward_ma:720.49 loss:0.04705 fps:1087 +frame:1.89e+06 wall_t:1739 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.548 +2026-01-08 10:13:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:928.10 total_reward_ma:724.55 loss:0.1079 fps:1087 +frame:1.90e+06 wall_t:1748 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.373 +2026-01-08 10:13:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:937.00 total_reward_ma:728.59 loss:0.1922 fps:1087 +frame:1.91e+06 wall_t:1757 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.475 +2026-01-08 10:13:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:953.20 total_reward_ma:732.65 loss:0.1029 fps:1087 +frame:1.92e+06 wall_t:1766 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.661 +2026-01-08 10:13:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:933.80 total_reward_ma:736.51 loss:0.09071 fps:1087 +frame:1.93e+06 wall_t:1776 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.372 +2026-01-08 10:14:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:921.40 total_reward_ma:740.23 loss:0.08984 fps:1087 +frame:1.94e+06 wall_t:1785 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.488 +2026-01-08 10:14:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:922.80 total_reward_ma:743.87 loss:0.04483 fps:1087 +frame:1.95e+06 wall_t:1794 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.466 +2026-01-08 10:14:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:924.30 total_reward_ma:747.65 loss:0.108 fps:1088 +frame:1.96e+06 wall_t:1802 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.515 +2026-01-08 10:14:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:930.90 total_reward_ma:751.76 loss:0.08948 fps:1088 +frame:1.97e+06 wall_t:1811 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.424 +2026-01-08 10:14:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:941.20 total_reward_ma:756.15 loss:0.0886 fps:1088 +frame:1.98e+06 wall_t:1820 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.499 +2026-01-08 10:14:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:963.10 total_reward_ma:760.98 loss:0.1682 fps:1089 +frame:1.99e+06 wall_t:1828 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.304 +2026-01-08 10:14:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:960.70 total_reward_ma:765.95 loss:0.09882 fps:1089 +frame:2.00e+06 wall_t:1836 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.435 +2026-01-08 10:15:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:991.90 total_reward_ma:771.27 loss:0.05066 fps:1089 +frame:2.01e+06 wall_t:1845 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.522 +2026-01-08 10:15:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:971.40 total_reward_ma:776.27 loss:0.121 fps:1090 +frame:2.02e+06 wall_t:1854 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.34 +2026-01-08 10:15:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:921.90 total_reward_ma:780.77 loss:0.1136 fps:1090 +frame:2.03e+06 wall_t:1863 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.549 +2026-01-08 10:15:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:928.90 total_reward_ma:785.31 loss:0.1887 fps:1090 +frame:2.04e+06 wall_t:1871 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.618 +2026-01-08 10:15:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:897.00 total_reward_ma:789.42 loss:0.127 fps:1091 +frame:2.05e+06 wall_t:1879 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.55 +2026-01-08 10:15:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:906.00 total_reward_ma:793.52 loss:0.06446 fps:1091 +frame:2.06e+06 wall_t:1889 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.533 +2026-01-08 10:15:57 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:920.60 total_reward_ma:797.64 loss:0.07479 fps:1091 +frame:2.07e+06 wall_t:1898 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.852 +2026-01-08 10:16:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:909.40 total_reward_ma:801.41 loss:0.01642 fps:1091 +frame:2.08e+06 wall_t:1906 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.894 +2026-01-08 10:16:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:906.60 total_reward_ma:804.86 loss:0.05402 fps:1092 +frame:2.09e+06 wall_t:1914 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.722 +2026-01-08 10:16:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:944.90 total_reward_ma:808.58 loss:0.1379 fps:1092 +frame:2.10e+06 wall_t:1923 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.409 +2026-01-08 10:16:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:955.20 total_reward_ma:812.42 loss:0.1394 fps:1093 +frame:2.11e+06 wall_t:1931 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.354 +2026-01-08 10:16:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:947.20 total_reward_ma:816.13 loss:0.1826 fps:1093 +frame:2.12e+06 wall_t:1940 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.504 +2026-01-08 10:16:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:958.90 total_reward_ma:820.13 loss:0.1937 fps:1093 +frame:2.13e+06 wall_t:1949 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.573 +2026-01-08 10:16:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:922.30 total_reward_ma:823.87 loss:0.1543 fps:1093 +frame:2.14e+06 wall_t:1958 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.432 +2026-01-08 10:17:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:940.60 total_reward_ma:827.71 loss:0.117 fps:1092 +frame:2.15e+06 wall_t:1968 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.482 +2026-01-08 10:17:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:935.20 total_reward_ma:831.44 loss:0.1139 fps:1093 +frame:2.16e+06 wall_t:1977 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.468 +2026-01-08 10:17:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:894.70 total_reward_ma:834.76 loss:0.0769 fps:1093 +frame:2.17e+06 wall_t:1985 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.501 +2026-01-08 10:17:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:962.50 total_reward_ma:838.59 loss:0.07553 fps:1093 +frame:2.18e+06 wall_t:1994 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.413 +2026-01-08 10:17:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:960.30 total_reward_ma:842.14 loss:0.09049 fps:1093 +frame:2.19e+06 wall_t:2003 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.413 +2026-01-08 10:17:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:945.20 total_reward_ma:845.46 loss:0.1173 fps:1094 +frame:2.20e+06 wall_t:2011 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.219 +2026-01-08 10:18:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:963.50 total_reward_ma:848.86 loss:0.264 fps:1094 +frame:2.21e+06 wall_t:2020 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.252 +2026-01-08 10:18:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:982.10 total_reward_ma:852.08 loss:0.06021 fps:1094 +frame:2.22e+06 wall_t:2029 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.289 +2026-01-08 10:18:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1028.80 total_reward_ma:855.73 loss:0.05944 fps:1094 +frame:2.23e+06 wall_t:2039 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.252 +2026-01-08 10:18:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1097.20 total_reward_ma:860.15 loss:0.1419 fps:1094 +frame:2.24e+06 wall_t:2048 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.533 +2026-01-08 10:18:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1086.60 total_reward_ma:864.29 loss:0.1151 fps:1093 +frame:2.25e+06 wall_t:2058 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.524 +2026-01-08 10:18:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1116.40 total_reward_ma:868.74 loss:0.1729 fps:1094 +frame:2.26e+06 wall_t:2066 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.299 +2026-01-08 10:18:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1140.10 total_reward_ma:873.53 loss:0.1214 fps:1095 +frame:2.27e+06 wall_t:2074 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.446 +2026-01-08 10:19:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1189.20 total_reward_ma:878.93 loss:0.1486 fps:1095 +frame:2.28e+06 wall_t:2083 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.355 +2026-01-08 10:19:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1209.50 total_reward_ma:884.50 loss:0.2053 fps:1094 +frame:2.29e+06 wall_t:2093 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.431 +2026-01-08 10:19:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1166.70 total_reward_ma:889.67 loss:0.1465 fps:1094 +frame:2.30e+06 wall_t:2102 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.41 +2026-01-08 10:19:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1128.10 total_reward_ma:894.48 loss:0.1206 fps:1094 +frame:2.31e+06 wall_t:2111 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.556 +2026-01-08 10:19:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1181.30 total_reward_ma:899.54 loss:-0.004643 fps:1095 +frame:2.32e+06 wall_t:2119 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.537 +2026-01-08 10:19:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1196.50 total_reward_ma:904.81 loss:0.08481 fps:1095 +frame:2.33e+06 wall_t:2128 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.475 +2026-01-08 10:19:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1183.50 total_reward_ma:909.86 loss:0.1061 fps:1096 +frame:2.34e+06 wall_t:2136 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.557 +2026-01-08 10:20:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1137.90 total_reward_ma:914.40 loss:0.09537 fps:1096 +frame:2.35e+06 wall_t:2145 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.428 +2026-01-08 10:20:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1141.00 total_reward_ma:918.85 loss:0.144 fps:1096 +frame:2.36e+06 wall_t:2154 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.456 +2026-01-08 10:20:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1147.70 total_reward_ma:923.37 loss:0.1291 fps:1095 +frame:2.37e+06 wall_t:2165 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.679 +2026-01-08 10:20:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1158.60 total_reward_ma:928.08 loss:0.1391 fps:1094 +frame:2.38e+06 wall_t:2175 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.553 +2026-01-08 10:20:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1115.20 total_reward_ma:932.39 loss:0.1468 fps:1095 +frame:2.39e+06 wall_t:2183 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.721 +2026-01-08 10:20:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1073.40 total_reward_ma:936.18 loss:0.1521 fps:1095 +frame:2.40e+06 wall_t:2191 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.381 +2026-01-08 10:20:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1064.70 total_reward_ma:939.57 loss:0.2606 fps:1096 +frame:2.41e+06 wall_t:2199 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.348 +2026-01-08 10:21:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1111.10 total_reward_ma:943.21 loss:0.07791 fps:1096 +frame:2.42e+06 wall_t:2208 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.512 +2026-01-08 10:21:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1131.50 total_reward_ma:946.98 loss:0.1192 fps:1097 +frame:2.43e+06 wall_t:2216 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.583 +2026-01-08 10:21:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1123.40 total_reward_ma:950.33 loss:0.3156 fps:1097 +frame:2.44e+06 wall_t:2225 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.441 +2026-01-08 10:21:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1130.30 total_reward_ma:953.50 loss:0.1557 fps:1096 +frame:2.45e+06 wall_t:2235 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.567 +2026-01-08 10:21:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1168.00 total_reward_ma:957.31 loss:0.03915 fps:1096 +frame:2.46e+06 wall_t:2245 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.373 +2026-01-08 10:21:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1199.50 total_reward_ma:961.29 loss:0.06927 fps:1096 +frame:2.47e+06 wall_t:2253 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.569 +2026-01-08 10:22:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1207.30 total_reward_ma:965.52 loss:0.2087 fps:1097 +frame:2.48e+06 wall_t:2261 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.154 +2026-01-08 10:22:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1203.50 total_reward_ma:969.43 loss:0.2278 fps:1097 +frame:2.49e+06 wall_t:2270 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.593 +2026-01-08 10:22:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1206.20 total_reward_ma:973.42 loss:0.1505 fps:1097 +frame:2.50e+06 wall_t:2279 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.439 +2026-01-08 10:22:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1237.30 total_reward_ma:977.59 loss:0.03505 fps:1097 +frame:2.51e+06 wall_t:2289 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.654 +2026-01-08 10:22:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1264.40 total_reward_ma:981.92 loss:0.07782 fps:1097 +frame:2.52e+06 wall_t:2298 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.564 +2026-01-08 10:22:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1238.20 total_reward_ma:986.08 loss:0.09126 fps:1097 +frame:2.53e+06 wall_t:2306 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.688 +2026-01-08 10:22:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1230.20 total_reward_ma:989.98 loss:0.1363 fps:1097 +frame:2.54e+06 wall_t:2315 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.381 +2026-01-08 10:23:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1220.90 total_reward_ma:993.87 loss:0.1208 fps:1097 +frame:2.55e+06 wall_t:2324 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.589 +2026-01-08 10:23:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1199.10 total_reward_ma:997.53 loss:0.09961 fps:1097 +frame:2.56e+06 wall_t:2334 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.673 +2026-01-08 10:23:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1177.90 total_reward_ma:1000.99 loss:0.09851 fps:1098 +frame:2.57e+06 wall_t:2341 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.664 +2026-01-08 10:23:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1155.20 total_reward_ma:1004.11 loss:0.1555 fps:1098 +frame:2.58e+06 wall_t:2350 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.826 +2026-01-08 10:23:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1137.90 total_reward_ma:1006.92 loss:0.158 fps:1098 +frame:2.59e+06 wall_t:2359 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.252 +2026-01-08 10:23:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1130.90 total_reward_ma:1009.48 loss:0.144 fps:1098 +frame:2.60e+06 wall_t:2368 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.578 +2026-01-08 10:23:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1137.40 total_reward_ma:1012.27 loss:0.1382 fps:1098 +frame:2.61e+06 wall_t:2376 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.648 +2026-01-08 10:24:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1160.00 total_reward_ma:1015.15 loss:0.05917 fps:1099 +frame:2.62e+06 wall_t:2385 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.497 +2026-01-08 10:24:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1217.80 total_reward_ma:1018.48 loss:0.05593 fps:1099 +frame:2.63e+06 wall_t:2394 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.387 +2026-01-08 10:24:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1229.40 total_reward_ma:1021.82 loss:0.105 fps:1098 +frame:2.64e+06 wall_t:2404 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.368 +2026-01-08 10:24:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1213.30 total_reward_ma:1025.04 loss:0.1025 fps:1098 +frame:2.65e+06 wall_t:2413 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.487 +2026-01-08 10:24:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1271.50 total_reward_ma:1028.67 loss:0.1574 fps:1098 +frame:2.66e+06 wall_t:2422 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.343 +2026-01-08 10:24:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1274.60 total_reward_ma:1032.14 loss:0.08632 fps:1098 +frame:2.67e+06 wall_t:2431 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.559 +2026-01-08 10:25:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1268.10 total_reward_ma:1035.74 loss:0.07455 fps:1098 +frame:2.68e+06 wall_t:2440 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.519 +2026-01-08 10:25:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1254.30 total_reward_ma:1039.40 loss:0.176 fps:1098 +frame:2.69e+06 wall_t:2450 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.593 +2026-01-08 10:25:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1221.80 total_reward_ma:1042.63 loss:0.09139 fps:1098 +frame:2.70e+06 wall_t:2459 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.74 +2026-01-08 10:25:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1231.90 total_reward_ma:1046.01 loss:0.0849 fps:1098 +frame:2.71e+06 wall_t:2469 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.658 +2026-01-08 10:25:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1223.90 total_reward_ma:1049.34 loss:0.138 fps:1097 +frame:2.72e+06 wall_t:2479 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.468 +2026-01-08 10:25:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1230.80 total_reward_ma:1052.70 loss:0.1214 fps:1097 +frame:2.73e+06 wall_t:2488 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.41 +2026-01-08 10:25:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1183.40 total_reward_ma:1055.76 loss:0.1408 fps:1098 +frame:2.74e+06 wall_t:2496 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.309 +2026-01-08 10:26:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1184.20 total_reward_ma:1058.52 loss:0.09209 fps:1098 +frame:2.75e+06 wall_t:2505 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.524 +2026-01-08 10:26:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1206.00 total_reward_ma:1061.39 loss:0.1427 fps:1098 +frame:2.76e+06 wall_t:2513 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.156 +2026-01-08 10:26:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1238.10 total_reward_ma:1064.32 loss:0.194 fps:1098 +frame:2.77e+06 wall_t:2523 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.669 +2026-01-08 10:26:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1234.40 total_reward_ma:1066.99 loss:0.09604 fps:1098 +frame:2.78e+06 wall_t:2532 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.705 +2026-01-08 10:26:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1258.20 total_reward_ma:1069.36 loss:0.03703 fps:1098 +frame:2.79e+06 wall_t:2540 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.468 +2026-01-08 10:26:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1289.00 total_reward_ma:1072.16 loss:0.03255 fps:1098 +frame:2.80e+06 wall_t:2549 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.605 +2026-01-08 10:26:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1279.00 total_reward_ma:1075.37 loss:0.1477 fps:1099 +frame:2.81e+06 wall_t:2558 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.491 +2026-01-08 10:27:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1310.00 total_reward_ma:1079.19 loss:0.3354 fps:1099 +frame:2.82e+06 wall_t:2566 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.28 +2026-01-08 10:27:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1317.30 total_reward_ma:1083.72 loss:0.05335 fps:1099 +frame:2.83e+06 wall_t:2575 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.561 +2026-01-08 10:27:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1302.40 total_reward_ma:1088.60 loss:0.1379 fps:1099 +frame:2.84e+06 wall_t:2584 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.426 +2026-01-08 10:27:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1253.40 total_reward_ma:1093.69 loss:0.09874 fps:1099 +frame:2.85e+06 wall_t:2593 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.357 +2026-01-08 10:27:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1231.90 total_reward_ma:1098.33 loss:0.04523 fps:1100 +frame:2.86e+06 wall_t:2601 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.438 +2026-01-08 10:27:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1244.80 total_reward_ma:1102.58 loss:0.07734 fps:1100 +frame:2.87e+06 wall_t:2610 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.39 +2026-01-08 10:27:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1233.90 total_reward_ma:1106.36 loss:0.1491 fps:1100 +frame:2.88e+06 wall_t:2618 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.602 +2026-01-08 10:28:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1198.60 total_reward_ma:1109.17 loss:0.08069 fps:1100 +frame:2.89e+06 wall_t:2627 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.642 +2026-01-08 10:28:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1179.60 total_reward_ma:1111.69 loss:0.02652 fps:1100 +frame:2.90e+06 wall_t:2636 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.451 +2026-01-08 10:28:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1198.00 total_reward_ma:1114.30 loss:0.07493 fps:1101 +frame:2.91e+06 wall_t:2644 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.651 +2026-01-08 10:28:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1170.00 total_reward_ma:1116.47 loss:0.1242 fps:1101 +frame:2.92e+06 wall_t:2653 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.486 +2026-01-08 10:28:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1159.10 total_reward_ma:1118.72 loss:0.02376 fps:1101 +frame:2.93e+06 wall_t:2662 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.539 +2026-01-08 10:28:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1182.20 total_reward_ma:1121.33 loss:0.142 fps:1101 +frame:2.94e+06 wall_t:2671 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.633 +2026-01-08 10:28:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1119.70 total_reward_ma:1123.30 loss:0.1023 fps:1101 +frame:2.95e+06 wall_t:2680 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.511 +2026-01-08 10:29:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1087.90 total_reward_ma:1124.93 loss:0.1488 fps:1101 +frame:2.96e+06 wall_t:2688 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.457 +2026-01-08 10:29:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1125.40 total_reward_ma:1126.88 loss:0.1706 fps:1101 +frame:2.97e+06 wall_t:2697 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.657 +2026-01-08 10:29:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1129.90 total_reward_ma:1128.77 loss:0.1337 fps:1102 +frame:2.98e+06 wall_t:2705 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.515 +2026-01-08 10:29:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1133.50 total_reward_ma:1130.47 loss:0.1538 fps:1102 +frame:2.99e+06 wall_t:2714 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.583 +2026-01-08 10:29:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1159.80 total_reward_ma:1132.46 loss:0.06213 fps:1102 +frame:3.00e+06 wall_t:2723 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.668 +2026-01-08 10:29:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1190.10 total_reward_ma:1134.44 loss:0.1083 fps:1101 +frame:3.01e+06 wall_t:2733 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.652 +2026-01-08 10:30:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1194.60 total_reward_ma:1136.67 loss:0.1277 fps:1102 +frame:3.02e+06 wall_t:2741 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.739 +2026-01-08 10:30:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1209.90 total_reward_ma:1139.55 loss:0.2174 fps:1102 +frame:3.03e+06 wall_t:2750 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.416 +2026-01-08 10:30:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1212.60 total_reward_ma:1142.39 loss:0.2081 fps:1102 +frame:3.04e+06 wall_t:2759 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.612 +2026-01-08 10:30:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1184.10 total_reward_ma:1145.26 loss:0.1268 fps:1102 +frame:3.05e+06 wall_t:2767 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.616 +2026-01-08 10:30:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1151.90 total_reward_ma:1147.72 loss:0.08617 fps:1102 +frame:3.06e+06 wall_t:2776 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.71 +2026-01-08 10:30:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1142.10 total_reward_ma:1149.94 loss:0.09991 fps:1103 +frame:3.07e+06 wall_t:2784 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.433 +2026-01-08 10:30:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1112.50 total_reward_ma:1151.97 loss:0.1593 fps:1103 +frame:3.08e+06 wall_t:2793 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.607 +2026-01-08 10:31:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1105.40 total_reward_ma:1153.95 loss:0.07547 fps:1103 +frame:3.09e+06 wall_t:2801 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.57 +2026-01-08 10:31:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1145.90 total_reward_ma:1155.96 loss:0.1274 fps:1103 +frame:3.10e+06 wall_t:2810 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.412 +2026-01-08 10:31:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1173.10 total_reward_ma:1158.14 loss:0.05813 fps:1103 +frame:3.11e+06 wall_t:2819 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.58 +2026-01-08 10:31:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1233.40 total_reward_ma:1161.01 loss:0.1646 fps:1103 +frame:3.12e+06 wall_t:2829 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.561 +2026-01-08 10:31:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1244.70 total_reward_ma:1163.86 loss:0.08967 fps:1103 +frame:3.13e+06 wall_t:2837 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.511 +2026-01-08 10:31:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1242.50 total_reward_ma:1167.07 loss:0.2671 fps:1103 +frame:3.14e+06 wall_t:2846 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.367 +2026-01-08 10:31:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1238.90 total_reward_ma:1170.05 loss:0.1149 fps:1103 +frame:3.15e+06 wall_t:2855 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.538 +2026-01-08 10:32:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1251.60 total_reward_ma:1173.21 loss:0.07961 fps:1104 +frame:3.16e+06 wall_t:2863 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.601 +2026-01-08 10:32:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1229.90 total_reward_ma:1176.56 loss:0.1816 fps:1104 +frame:3.17e+06 wall_t:2872 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.52 +2026-01-08 10:32:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1222.70 total_reward_ma:1179.17 loss:0.09341 fps:1104 +frame:3.18e+06 wall_t:2880 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.698 +2026-01-08 10:32:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1259.90 total_reward_ma:1182.16 loss:0.03556 fps:1104 +frame:3.19e+06 wall_t:2889 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.657 +2026-01-08 10:32:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1202.20 total_reward_ma:1184.73 loss:0.1777 fps:1104 +frame:3.20e+06 wall_t:2898 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.535 +2026-01-08 10:32:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1195.90 total_reward_ma:1187.06 loss:0.08467 fps:1105 +frame:3.21e+06 wall_t:2906 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.547 +2026-01-08 10:32:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1232.10 total_reward_ma:1189.56 loss:0.0184 fps:1105 +frame:3.22e+06 wall_t:2915 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.523 +2026-01-08 10:33:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1273.00 total_reward_ma:1192.00 loss:0.09824 fps:1105 +frame:3.23e+06 wall_t:2924 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.447 +2026-01-08 10:33:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1293.60 total_reward_ma:1193.96 loss:0.09935 fps:1104 +frame:3.24e+06 wall_t:2934 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.27 +2026-01-08 10:33:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1324.30 total_reward_ma:1196.34 loss:0.1692 fps:1104 +frame:3.25e+06 wall_t:2944 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.698 +2026-01-08 10:33:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1274.40 total_reward_ma:1197.92 loss:0.06227 fps:1104 +frame:3.26e+06 wall_t:2954 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.48 +2026-01-08 10:33:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1285.80 total_reward_ma:1199.38 loss:0.02581 fps:1103 +frame:3.27e+06 wall_t:2964 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.543 +2026-01-08 10:33:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1329.00 total_reward_ma:1200.77 loss:0.02108 fps:1104 +frame:3.28e+06 wall_t:2972 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.584 +2026-01-08 10:34:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1352.60 total_reward_ma:1202.21 loss:0.01122 fps:1104 +frame:3.29e+06 wall_t:2981 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.632 +2026-01-08 10:34:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1360.50 total_reward_ma:1204.14 loss:0.1412 fps:1104 +frame:3.30e+06 wall_t:2990 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.473 +2026-01-08 10:34:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1402.50 total_reward_ma:1206.89 loss:0.1084 fps:1104 +frame:3.31e+06 wall_t:2999 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.352 +2026-01-08 10:34:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1384.50 total_reward_ma:1208.92 loss:0.1148 fps:1104 +frame:3.32e+06 wall_t:3007 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.4 +2026-01-08 10:34:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1409.80 total_reward_ma:1211.05 loss:0.1163 fps:1104 +frame:3.33e+06 wall_t:3016 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.47 +2026-01-08 10:34:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1449.60 total_reward_ma:1213.71 loss:0.1685 fps:1104 +frame:3.34e+06 wall_t:3026 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.532 +2026-01-08 10:34:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1443.70 total_reward_ma:1216.77 loss:0.1205 fps:1104 +frame:3.35e+06 wall_t:3034 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.375 +2026-01-08 10:35:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1402.90 total_reward_ma:1219.39 loss:0.1593 fps:1104 +frame:3.36e+06 wall_t:3044 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.391 +2026-01-08 10:35:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1370.20 total_reward_ma:1221.62 loss:0.1091 fps:1104 +frame:3.37e+06 wall_t:3053 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.512 +2026-01-08 10:35:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1326.20 total_reward_ma:1223.29 loss:0.07344 fps:1104 +frame:3.38e+06 wall_t:3062 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.447 +2026-01-08 10:35:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1288.50 total_reward_ma:1225.03 loss:0.1658 fps:1104 +frame:3.39e+06 wall_t:3071 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.472 +2026-01-08 10:35:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1223.90 total_reward_ma:1226.53 loss:0.24 fps:1104 +frame:3.40e+06 wall_t:3080 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.338 +2026-01-08 10:35:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1191.80 total_reward_ma:1227.80 loss:0.09448 fps:1104 +frame:3.41e+06 wall_t:3089 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.582 +2026-01-08 10:35:57 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1181.60 total_reward_ma:1228.51 loss:0.124 fps:1104 +frame:3.42e+06 wall_t:3097 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.504 +2026-01-08 10:36:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1161.10 total_reward_ma:1228.80 loss:0.03741 fps:1104 +frame:3.43e+06 wall_t:3106 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.582 +2026-01-08 10:36:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1164.70 total_reward_ma:1229.21 loss:0.04413 fps:1105 +frame:3.44e+06 wall_t:3114 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.547 +2026-01-08 10:36:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1227.90 total_reward_ma:1230.19 loss:0.02408 fps:1105 +frame:3.45e+06 wall_t:3123 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.528 +2026-01-08 10:36:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1217.30 total_reward_ma:1230.68 loss:0.1329 fps:1105 +frame:3.46e+06 wall_t:3131 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.463 +2026-01-08 10:36:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1242.10 total_reward_ma:1231.11 loss:0.1621 fps:1105 +frame:3.47e+06 wall_t:3140 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.386 +2026-01-08 10:36:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1284.20 total_reward_ma:1231.88 loss:0.06561 fps:1105 +frame:3.48e+06 wall_t:3148 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.574 +2026-01-08 10:36:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1337.90 total_reward_ma:1233.22 loss:0.1399 fps:1105 +frame:3.49e+06 wall_t:3158 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.348 +2026-01-08 10:37:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1358.20 total_reward_ma:1234.74 loss:0.09736 fps:1105 +frame:3.50e+06 wall_t:3166 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.422 +2026-01-08 10:37:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1415.20 total_reward_ma:1236.52 loss:0.1093 fps:1106 +frame:3.51e+06 wall_t:3174 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.495 +2026-01-08 10:37:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1429.70 total_reward_ma:1238.18 loss:0.1021 fps:1106 +frame:3.52e+06 wall_t:3183 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.568 +2026-01-08 10:37:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1385.50 total_reward_ma:1239.65 loss:0.0455 fps:1106 +frame:3.53e+06 wall_t:3191 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.294 +2026-01-08 10:37:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1424.30 total_reward_ma:1241.59 loss:0.1724 fps:1106 +frame:3.54e+06 wall_t:3200 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.22 +2026-01-08 10:37:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1411.70 total_reward_ma:1243.50 loss:0.1427 fps:1106 +frame:3.55e+06 wall_t:3210 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.507 +2026-01-08 10:38:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1392.20 total_reward_ma:1245.43 loss:0.09969 fps:1106 +frame:3.56e+06 wall_t:3220 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.5 +2026-01-08 10:38:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1361.40 total_reward_ma:1247.26 loss:0.06288 fps:1105 +frame:3.57e+06 wall_t:3230 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.572 +2026-01-08 10:38:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1372.10 total_reward_ma:1249.43 loss:0.07965 fps:1106 +frame:3.58e+06 wall_t:3238 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.388 +2026-01-08 10:38:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1388.00 total_reward_ma:1251.93 loss:0.1337 fps:1106 +frame:3.59e+06 wall_t:3246 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.61 +2026-01-08 10:38:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1382.20 total_reward_ma:1254.45 loss:0.1885 fps:1106 +frame:3.60e+06 wall_t:3255 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.503 +2026-01-08 10:38:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1393.40 total_reward_ma:1257.01 loss:0.2111 fps:1106 +frame:3.61e+06 wall_t:3264 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.721 +2026-01-08 10:38:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1366.70 total_reward_ma:1259.07 loss:0.07139 fps:1106 +frame:3.62e+06 wall_t:3274 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.613 +2026-01-08 10:39:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1376.80 total_reward_ma:1260.66 loss:0.1092 fps:1106 +frame:3.63e+06 wall_t:3283 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.411 +2026-01-08 10:39:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1374.40 total_reward_ma:1262.11 loss:0.07193 fps:1106 +frame:3.64e+06 wall_t:3292 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.628 +2026-01-08 10:39:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1367.90 total_reward_ma:1263.66 loss:0.08553 fps:1105 +frame:3.65e+06 wall_t:3302 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.703 +2026-01-08 10:39:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1306.90 total_reward_ma:1264.01 loss:0.06692 fps:1105 +frame:3.66e+06 wall_t:3311 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.701 +2026-01-08 10:39:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1246.40 total_reward_ma:1263.73 loss:0.07194 fps:1106 +frame:3.67e+06 wall_t:3319 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.523 +2026-01-08 10:39:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1255.00 total_reward_ma:1263.60 loss:0.2183 fps:1106 +frame:3.68e+06 wall_t:3327 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.412 +2026-01-08 10:39:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1288.50 total_reward_ma:1263.94 loss:-0.001445 fps:1106 +frame:3.69e+06 wall_t:3336 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.618 +2026-01-08 10:40:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1283.20 total_reward_ma:1264.56 loss:0.157 fps:1106 +frame:3.70e+06 wall_t:3346 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.451 +2026-01-08 10:40:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1304.50 total_reward_ma:1265.28 loss:0.1232 fps:1105 +frame:3.71e+06 wall_t:3356 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.462 +2026-01-08 10:40:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1272.50 total_reward_ma:1265.77 loss:0.128 fps:1106 +frame:3.72e+06 wall_t:3364 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.399 +2026-01-08 10:40:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1267.20 total_reward_ma:1266.13 loss:0.08866 fps:1106 +frame:3.73e+06 wall_t:3373 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.642 +2026-01-08 10:40:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1264.00 total_reward_ma:1266.94 loss:0.07857 fps:1105 +frame:3.74e+06 wall_t:3384 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.488 +2026-01-08 10:40:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1266.10 total_reward_ma:1267.76 loss:0.05724 fps:1106 +frame:3.75e+06 wall_t:3392 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.358 +2026-01-08 10:41:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1241.70 total_reward_ma:1268.11 loss:0.1784 fps:1106 +frame:3.76e+06 wall_t:3401 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.519 +2026-01-08 10:41:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1216.50 total_reward_ma:1267.90 loss:0.09994 fps:1106 +frame:3.77e+06 wall_t:3410 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.834 +2026-01-08 10:41:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1215.30 total_reward_ma:1267.71 loss:0.0739 fps:1106 +frame:3.78e+06 wall_t:3419 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.639 +2026-01-08 10:41:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1227.10 total_reward_ma:1267.40 loss:0.09737 fps:1105 +frame:3.79e+06 wall_t:3429 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.581 +2026-01-08 10:41:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1210.40 total_reward_ma:1266.61 loss:0.0847 fps:1105 +frame:3.80e+06 wall_t:3438 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.487 +2026-01-08 10:41:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1250.50 total_reward_ma:1266.32 loss:0.1059 fps:1106 +frame:3.81e+06 wall_t:3446 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.489 +2026-01-08 10:41:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1252.90 total_reward_ma:1265.75 loss:0.06166 fps:1106 +frame:3.82e+06 wall_t:3455 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.465 +2026-01-08 10:42:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1265.90 total_reward_ma:1265.24 loss:0.159 fps:1106 +frame:3.83e+06 wall_t:3463 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.5 +2026-01-08 10:42:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1265.90 total_reward_ma:1264.88 loss:0.05914 fps:1106 +frame:3.84e+06 wall_t:3472 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.784 +2026-01-08 10:42:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1278.20 total_reward_ma:1265.12 loss:0.115 fps:1106 +frame:3.85e+06 wall_t:3480 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.707 +2026-01-08 10:42:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1251.60 total_reward_ma:1265.32 loss:-0.01547 fps:1107 +frame:3.86e+06 wall_t:3488 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.715 +2026-01-08 10:42:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1295.90 total_reward_ma:1265.83 loss:0.04444 fps:1107 +frame:3.87e+06 wall_t:3496 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.539 +2026-01-08 10:42:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1315.60 total_reward_ma:1266.65 loss:0.1563 fps:1107 +frame:3.88e+06 wall_t:3505 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.665 +2026-01-08 10:42:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1273.30 total_reward_ma:1267.40 loss:0.08753 fps:1107 +frame:3.89e+06 wall_t:3514 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.612 +2026-01-08 10:43:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1247.10 total_reward_ma:1268.07 loss:0.05125 fps:1106 +frame:3.90e+06 wall_t:3525 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.578 +2026-01-08 10:43:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1284.50 total_reward_ma:1268.94 loss:0.1163 fps:1107 +frame:3.91e+06 wall_t:3533 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.618 +2026-01-08 10:43:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1350.40 total_reward_ma:1270.74 loss:0.0861 fps:1107 +frame:3.92e+06 wall_t:3541 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.813 +2026-01-08 10:43:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1377.40 total_reward_ma:1272.92 loss:0.09088 fps:1107 +frame:3.93e+06 wall_t:3550 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.472 +2026-01-08 10:43:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1409.60 total_reward_ma:1275.20 loss:0.1598 fps:1107 +frame:3.94e+06 wall_t:3560 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.636 +2026-01-08 10:43:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1409.90 total_reward_ma:1278.10 loss:0.1202 fps:1107 +frame:3.95e+06 wall_t:3569 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.496 +2026-01-08 10:43:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1440.50 total_reward_ma:1281.62 loss:0.175 fps:1106 +frame:3.96e+06 wall_t:3579 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.719 +2026-01-08 10:44:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1434.00 total_reward_ma:1284.71 loss:0.1891 fps:1106 +frame:3.97e+06 wall_t:3588 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.459 +2026-01-08 10:44:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1428.20 total_reward_ma:1287.69 loss:0.2658 fps:1106 +frame:3.98e+06 wall_t:3598 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.448 +2026-01-08 10:44:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1368.20 total_reward_ma:1290.04 loss:-0.0006133 fps:1106 +frame:3.99e+06 wall_t:3607 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.65 +2026-01-08 10:44:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1370.30 total_reward_ma:1292.15 loss:-0.01792 fps:1107 +frame:4.00e+06 wall_t:3615 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.415 +2026-01-08 10:44:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1312.40 total_reward_ma:1293.37 loss:0.08071 fps:1107 +frame:4.01e+06 wall_t:3624 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.501 +2026-01-08 10:44:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1312.70 total_reward_ma:1294.55 loss:0.05987 fps:1107 +frame:4.02e+06 wall_t:3632 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.489 +2026-01-08 10:45:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1308.80 total_reward_ma:1295.54 loss:-0.01404 fps:1107 +frame:4.03e+06 wall_t:3641 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.649 +2026-01-08 10:45:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1346.90 total_reward_ma:1296.88 loss:0.09345 fps:1107 +frame:4.04e+06 wall_t:3650 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.557 +2026-01-08 10:45:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1395.00 total_reward_ma:1298.99 loss:0.1777 fps:1107 +frame:4.05e+06 wall_t:3658 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.74 +2026-01-08 10:45:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1383.80 total_reward_ma:1301.31 loss:0.04909 fps:1107 +frame:4.06e+06 wall_t:3666 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.655 +2026-01-08 10:45:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1429.30 total_reward_ma:1304.18 loss:0.06346 fps:1107 +frame:4.07e+06 wall_t:3675 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.568 +2026-01-08 10:45:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1429.10 total_reward_ma:1307.35 loss:0.05372 fps:1107 +frame:4.08e+06 wall_t:3684 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.406 +2026-01-08 10:45:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1417.90 total_reward_ma:1310.47 loss:0.1066 fps:1108 +frame:4.09e+06 wall_t:3692 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.659 +2026-01-08 10:46:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1469.50 total_reward_ma:1313.71 loss:0.1399 fps:1108 +frame:4.10e+06 wall_t:3701 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.776 +2026-01-08 10:46:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1449.90 total_reward_ma:1316.48 loss:0.08288 fps:1108 +frame:4.11e+06 wall_t:3710 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.612 +2026-01-08 10:46:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1459.50 total_reward_ma:1318.74 loss:0.03591 fps:1108 +frame:4.12e+06 wall_t:3718 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.57 +2026-01-08 10:46:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1412.70 total_reward_ma:1320.42 loss:0.03691 fps:1108 +frame:4.13e+06 wall_t:3727 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.552 +2026-01-08 10:46:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1389.20 total_reward_ma:1321.88 loss:0.08114 fps:1108 +frame:4.14e+06 wall_t:3736 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.662 +2026-01-08 10:46:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1403.10 total_reward_ma:1323.53 loss:0.1935 fps:1108 +frame:4.15e+06 wall_t:3744 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.439 +2026-01-08 10:46:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1379.30 total_reward_ma:1324.80 loss:0.07377 fps:1108 +frame:4.16e+06 wall_t:3753 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.605 +2026-01-08 10:47:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1355.20 total_reward_ma:1326.06 loss:0.0453 fps:1108 +frame:4.17e+06 wall_t:3762 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.435 +2026-01-08 10:47:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1311.40 total_reward_ma:1326.94 loss:0.04187 fps:1108 +frame:4.18e+06 wall_t:3772 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.493 +2026-01-08 10:47:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1327.80 total_reward_ma:1327.62 loss:0.1115 fps:1108 +frame:4.19e+06 wall_t:3782 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.448 +2026-01-08 10:47:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1350.30 total_reward_ma:1329.10 loss:0.08316 fps:1108 +frame:4.20e+06 wall_t:3792 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.482 +2026-01-08 10:47:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1391.00 total_reward_ma:1331.05 loss:0.1305 fps:1107 +frame:4.21e+06 wall_t:3802 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.522 +2026-01-08 10:47:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1379.00 total_reward_ma:1332.52 loss:0.1384 fps:1107 +frame:4.22e+06 wall_t:3811 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.575 +2026-01-08 10:47:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1334.10 total_reward_ma:1333.13 loss:0.1234 fps:1107 +frame:4.23e+06 wall_t:3820 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.504 +2026-01-08 10:48:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1328.90 total_reward_ma:1333.49 loss:0.2194 fps:1107 +frame:4.24e+06 wall_t:3829 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.283 +2026-01-08 10:48:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1368.80 total_reward_ma:1333.93 loss:0.1005 fps:1108 +frame:4.25e+06 wall_t:3837 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.682 +2026-01-08 10:48:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1375.80 total_reward_ma:1334.95 loss:0.0787 fps:1108 +frame:4.26e+06 wall_t:3846 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.528 +2026-01-08 10:48:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1327.10 total_reward_ma:1335.36 loss:0.1237 fps:1108 +frame:4.27e+06 wall_t:3854 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.601 +2026-01-08 10:48:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1328.60 total_reward_ma:1335.35 loss:0.08403 fps:1108 +frame:4.28e+06 wall_t:3862 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.54 +2026-01-08 10:48:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1293.60 total_reward_ma:1334.77 loss:0.1328 fps:1108 +frame:4.29e+06 wall_t:3871 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.54 +2026-01-08 10:48:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1275.00 total_reward_ma:1333.91 loss:0.03423 fps:1109 +frame:4.30e+06 wall_t:3879 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.637 +2026-01-08 10:49:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1372.20 total_reward_ma:1333.61 loss:0.1143 fps:1109 +frame:4.31e+06 wall_t:3887 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.684 +2026-01-08 10:49:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1361.50 total_reward_ma:1333.38 loss:0.1301 fps:1109 +frame:4.32e+06 wall_t:3895 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.55 +2026-01-08 10:49:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1343.60 total_reward_ma:1332.71 loss:0.1249 fps:1109 +frame:4.33e+06 wall_t:3903 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.754 +2026-01-08 10:49:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1281.00 total_reward_ma:1331.03 loss:0.14 fps:1110 +frame:4.34e+06 wall_t:3911 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.587 +2026-01-08 10:49:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1336.90 total_reward_ma:1329.96 loss:0.2149 fps:1110 +frame:4.35e+06 wall_t:3920 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.612 +2026-01-08 10:49:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1318.60 total_reward_ma:1329.12 loss:0.1324 fps:1110 +frame:4.36e+06 wall_t:3928 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.711 +2026-01-08 10:49:57 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1311.90 total_reward_ma:1328.54 loss:0.05923 fps:1110 +frame:4.37e+06 wall_t:3938 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.678 +2026-01-08 10:50:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1297.40 total_reward_ma:1328.25 loss:0.2221 fps:1110 +frame:4.38e+06 wall_t:3947 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.696 +2026-01-08 10:50:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1239.60 total_reward_ma:1327.76 loss:0.01828 fps:1110 +frame:4.39e+06 wall_t:3956 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.729 +2026-01-08 10:50:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1272.10 total_reward_ma:1328.24 loss:0.1168 fps:1110 +frame:4.40e+06 wall_t:3965 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.477 +2026-01-08 10:50:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1282.60 total_reward_ma:1329.15 loss:0.2308 fps:1110 +frame:4.41e+06 wall_t:3974 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.703 +2026-01-08 10:50:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1278.80 total_reward_ma:1330.12 loss:0.1084 fps:1109 +frame:4.42e+06 wall_t:3984 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.793 +2026-01-08 10:50:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1256.10 total_reward_ma:1331.07 loss:0.01808 fps:1109 +frame:4.43e+06 wall_t:3993 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.856 +2026-01-08 10:51:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1289.00 total_reward_ma:1332.31 loss:0.1534 fps:1110 +frame:4.44e+06 wall_t:4001 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.405 +2026-01-08 10:51:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1319.80 total_reward_ma:1333.23 loss:0.2541 fps:1110 +frame:4.45e+06 wall_t:4010 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.603 +2026-01-08 10:51:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1290.50 total_reward_ma:1333.96 loss:0.08534 fps:1110 +frame:4.46e+06 wall_t:4018 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.96 +2026-01-08 10:51:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1333.60 total_reward_ma:1334.88 loss:0.2011 fps:1110 +frame:4.47e+06 wall_t:4027 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.461 +2026-01-08 10:51:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1317.40 total_reward_ma:1335.21 loss:0.1328 fps:1110 +frame:4.48e+06 wall_t:4035 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.57 +2026-01-08 10:51:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1305.60 total_reward_ma:1334.89 loss:0.1046 fps:1110 +frame:4.49e+06 wall_t:4044 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.497 +2026-01-08 10:51:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1327.10 total_reward_ma:1334.58 loss:0.06087 fps:1110 +frame:4.50e+06 wall_t:4053 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:2.008 +2026-01-08 10:52:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1315.00 total_reward_ma:1333.57 loss:0.01068 fps:1110 +frame:4.51e+06 wall_t:4062 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.652 +2026-01-08 10:52:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1315.00 total_reward_ma:1332.43 loss:0.1138 fps:1110 +frame:4.52e+06 wall_t:4071 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.521 +2026-01-08 10:52:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1274.40 total_reward_ma:1331.32 loss:0.3141 fps:1110 +frame:4.53e+06 wall_t:4080 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.642 +2026-01-08 10:52:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1278.70 total_reward_ma:1329.86 loss:-0.01214 fps:1111 +frame:4.54e+06 wall_t:4088 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.817 +2026-01-08 10:52:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1295.80 total_reward_ma:1328.70 loss:0.06328 fps:1111 +frame:4.55e+06 wall_t:4097 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.553 +2026-01-08 10:52:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1339.90 total_reward_ma:1328.18 loss:0.201 fps:1111 +frame:4.56e+06 wall_t:4105 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.613 +2026-01-08 10:52:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1354.30 total_reward_ma:1328.11 loss:0.1243 fps:1111 +frame:4.57e+06 wall_t:4113 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.584 +2026-01-08 10:53:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1353.80 total_reward_ma:1327.92 loss:0.1052 fps:1111 +frame:4.58e+06 wall_t:4122 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.466 +2026-01-08 10:53:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1335.20 total_reward_ma:1327.40 loss:0.1237 fps:1111 +frame:4.59e+06 wall_t:4131 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.759 +2026-01-08 10:53:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1356.90 total_reward_ma:1327.14 loss:0.1233 fps:1111 +frame:4.60e+06 wall_t:4139 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.791 +2026-01-08 10:53:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1373.00 total_reward_ma:1326.94 loss:0.1716 fps:1112 +frame:4.61e+06 wall_t:4147 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.634 +2026-01-08 10:53:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1396.30 total_reward_ma:1327.24 loss:0.1629 fps:1112 +frame:4.62e+06 wall_t:4155 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.716 +2026-01-08 10:53:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1380.60 total_reward_ma:1327.27 loss:0.1386 fps:1112 +frame:4.63e+06 wall_t:4164 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.531 +2026-01-08 10:53:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1372.00 total_reward_ma:1327.25 loss:0.1907 fps:1112 +frame:4.64e+06 wall_t:4173 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.704 +2026-01-08 10:54:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1358.50 total_reward_ma:1327.16 loss:0.04068 fps:1112 +frame:4.65e+06 wall_t:4181 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.594 +2026-01-08 10:54:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1338.80 total_reward_ma:1327.47 loss:0.03418 fps:1112 +frame:4.66e+06 wall_t:4190 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.746 +2026-01-08 10:54:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1368.10 total_reward_ma:1328.69 loss:0.138 fps:1112 +frame:4.67e+06 wall_t:4198 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.537 +2026-01-08 10:54:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1376.00 total_reward_ma:1329.90 loss:0.1034 fps:1112 +frame:4.68e+06 wall_t:4208 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.691 +2026-01-08 10:54:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1327.80 total_reward_ma:1330.29 loss:0.04382 fps:1112 +frame:4.69e+06 wall_t:4216 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.654 +2026-01-08 10:54:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1335.20 total_reward_ma:1330.81 loss:0.09739 fps:1113 +frame:4.70e+06 wall_t:4224 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.459 +2026-01-08 10:54:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1364.50 total_reward_ma:1331.42 loss:0.1422 fps:1113 +frame:4.71e+06 wall_t:4233 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.637 +2026-01-08 10:55:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1333.70 total_reward_ma:1332.03 loss:0.07122 fps:1113 +frame:4.72e+06 wall_t:4241 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.634 +2026-01-08 10:55:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1360.50 total_reward_ma:1332.96 loss:-0.014 fps:1113 +frame:4.73e+06 wall_t:4249 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.475 +2026-01-08 10:55:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1377.20 total_reward_ma:1334.09 loss:0.05199 fps:1113 +frame:4.74e+06 wall_t:4258 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.489 +2026-01-08 10:55:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1357.80 total_reward_ma:1335.01 loss:0.2225 fps:1113 +frame:4.75e+06 wall_t:4266 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.613 +2026-01-08 10:55:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1368.30 total_reward_ma:1336.28 loss:0.05554 fps:1113 +frame:4.76e+06 wall_t:4277 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.857 +2026-01-08 10:55:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1402.50 total_reward_ma:1338.14 loss:0.1535 fps:1113 +frame:4.77e+06 wall_t:4286 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.61 +2026-01-08 10:55:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1369.10 total_reward_ma:1339.67 loss:0.05391 fps:1113 +frame:4.78e+06 wall_t:4294 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.692 +2026-01-08 10:56:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1332.40 total_reward_ma:1340.73 loss:0.1584 fps:1113 +frame:4.79e+06 wall_t:4302 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.488 +2026-01-08 10:56:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1332.00 total_reward_ma:1341.94 loss:0.166 fps:1113 +frame:4.80e+06 wall_t:4311 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.536 +2026-01-08 10:56:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1338.60 total_reward_ma:1342.82 loss:0.1588 fps:1113 +frame:4.81e+06 wall_t:4320 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.594 +2026-01-08 10:56:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1362.10 total_reward_ma:1343.91 loss:0.09048 fps:1114 +frame:4.82e+06 wall_t:4328 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.512 +2026-01-08 10:56:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1377.30 total_reward_ma:1345.03 loss:0.2706 fps:1113 +frame:4.83e+06 wall_t:4338 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.595 +2026-01-08 10:56:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1374.40 total_reward_ma:1346.11 loss:0.1253 fps:1113 +frame:4.84e+06 wall_t:4347 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.617 +2026-01-08 10:56:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1398.50 total_reward_ma:1347.32 loss:0.1361 fps:1113 +frame:4.85e+06 wall_t:4356 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.626 +2026-01-08 10:57:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1381.70 total_reward_ma:1348.62 loss:0.03601 fps:1113 +frame:4.86e+06 wall_t:4365 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.495 +2026-01-08 10:57:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1374.30 total_reward_ma:1349.40 loss:0.09942 fps:1114 +frame:4.87e+06 wall_t:4373 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.655 +2026-01-08 10:57:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1423.00 total_reward_ma:1350.48 loss:0.09411 fps:1113 +frame:4.88e+06 wall_t:4383 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.577 +2026-01-08 10:57:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1428.80 total_reward_ma:1352.03 loss:0.06118 fps:1113 +frame:4.89e+06 wall_t:4392 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.629 +2026-01-08 10:57:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1403.30 total_reward_ma:1353.59 loss:0.04523 fps:1113 +frame:4.90e+06 wall_t:4401 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.843 +2026-01-08 10:57:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1396.60 total_reward_ma:1354.71 loss:0.1055 fps:1114 +frame:4.91e+06 wall_t:4409 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.513 +2026-01-08 10:57:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1417.50 total_reward_ma:1355.39 loss:0.1595 fps:1114 +frame:4.92e+06 wall_t:4418 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.59 +2026-01-08 10:58:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1436.30 total_reward_ma:1355.97 loss:0.09092 fps:1114 +frame:4.93e+06 wall_t:4426 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.547 +2026-01-08 10:58:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1454.80 total_reward_ma:1356.43 loss:0.09176 fps:1114 +frame:4.94e+06 wall_t:4435 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.712 +2026-01-08 10:58:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.50 total_reward_ma:1356.80 loss:0.06359 fps:1114 +frame:4.95e+06 wall_t:4443 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.802 +2026-01-08 10:58:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1402.90 total_reward_ma:1356.43 loss:0.06173 fps:1114 +frame:4.96e+06 wall_t:4453 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.605 +2026-01-08 10:58:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1382.50 total_reward_ma:1355.91 loss:0.1181 fps:1114 +frame:4.97e+06 wall_t:4462 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.696 +2026-01-08 10:58:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1396.80 total_reward_ma:1355.60 loss:0.02264 fps:1114 +frame:4.98e+06 wall_t:4471 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.576 +2026-01-08 10:58:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1390.90 total_reward_ma:1355.82 loss:0.1955 fps:1114 +frame:4.99e+06 wall_t:4480 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.716 +2026-01-08 10:59:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1377.10 total_reward_ma:1355.89 loss:0.1493 fps:1114 +frame:5.00e+06 wall_t:4488 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.626 +2026-01-08 10:59:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1358.10 total_reward_ma:1356.35 loss:0.06154 fps:1114 +frame:5.01e+06 wall_t:4496 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.793 +2026-01-08 10:59:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1343.20 total_reward_ma:1356.65 loss:0.06531 fps:1114 +frame:5.02e+06 wall_t:4505 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.548 +2026-01-08 10:59:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1330.20 total_reward_ma:1356.87 loss:0.1432 fps:1114 +frame:5.03e+06 wall_t:4514 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.398 +2026-01-08 10:59:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1376.90 total_reward_ma:1357.17 loss:0.02708 fps:1115 +frame:5.04e+06 wall_t:4522 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.668 +2026-01-08 10:59:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1392.90 total_reward_ma:1357.15 loss:0.1223 fps:1115 +frame:5.05e+06 wall_t:4531 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.697 +2026-01-08 10:59:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1399.90 total_reward_ma:1357.31 loss:0.1648 fps:1115 +frame:5.06e+06 wall_t:4539 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.777 +2026-01-08 11:00:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1391.00 total_reward_ma:1356.93 loss:0.02991 fps:1115 +frame:5.07e+06 wall_t:4549 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.589 +2026-01-08 11:00:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1400.50 total_reward_ma:1356.64 loss:0.1151 fps:1115 +frame:5.08e+06 wall_t:4558 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.563 +2026-01-08 11:00:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1397.70 total_reward_ma:1356.44 loss:0.1099 fps:1115 +frame:5.09e+06 wall_t:4567 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.509 +2026-01-08 11:00:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1405.60 total_reward_ma:1355.80 loss:0.1561 fps:1115 +frame:5.10e+06 wall_t:4576 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.626 +2026-01-08 11:00:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1433.50 total_reward_ma:1355.63 loss:0.08427 fps:1115 +frame:5.11e+06 wall_t:4585 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.649 +2026-01-08 11:00:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1487.60 total_reward_ma:1355.91 loss:0.1164 fps:1115 +frame:5.12e+06 wall_t:4593 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.521 +2026-01-08 11:01:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1459.40 total_reward_ma:1356.38 loss:0.1052 fps:1115 +frame:5.13e+06 wall_t:4601 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.672 +2026-01-08 11:01:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1456.20 total_reward_ma:1357.05 loss:0.07469 fps:1115 +frame:5.14e+06 wall_t:4610 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.709 +2026-01-08 11:01:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1448.40 total_reward_ma:1357.51 loss:0.1802 fps:1115 +frame:5.15e+06 wall_t:4619 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.444 +2026-01-08 11:01:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1475.90 total_reward_ma:1358.47 loss:-0.0002671 fps:1115 +frame:5.16e+06 wall_t:4627 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.514 +2026-01-08 11:01:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1507.40 total_reward_ma:1359.99 loss:0.1578 fps:1115 +frame:5.17e+06 wall_t:4636 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.731 +2026-01-08 11:01:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1520.00 total_reward_ma:1362.08 loss:0.1856 fps:1115 +frame:5.18e+06 wall_t:4644 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.494 +2026-01-08 11:01:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1509.50 total_reward_ma:1363.90 loss:0.1137 fps:1115 +frame:5.19e+06 wall_t:4654 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.605 +2026-01-08 11:02:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1479.70 total_reward_ma:1365.19 loss:0.07664 fps:1115 +frame:5.20e+06 wall_t:4663 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.55 +2026-01-08 11:02:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1491.70 total_reward_ma:1366.20 loss:0.07875 fps:1115 +frame:5.21e+06 wall_t:4671 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.522 +2026-01-08 11:02:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1490.50 total_reward_ma:1367.31 loss:0.02446 fps:1115 +frame:5.22e+06 wall_t:4680 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.433 +2026-01-08 11:02:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1514.50 total_reward_ma:1369.12 loss:0.08135 fps:1115 +frame:5.23e+06 wall_t:4689 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.393 +2026-01-08 11:02:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1494.80 total_reward_ma:1370.78 loss:0.1265 fps:1115 +frame:5.24e+06 wall_t:4698 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.487 +2026-01-08 11:02:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1483.70 total_reward_ma:1371.92 loss:0.1469 fps:1115 +frame:5.25e+06 wall_t:4707 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.475 +2026-01-08 11:02:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1525.70 total_reward_ma:1373.42 loss:0.1061 fps:1115 +frame:5.26e+06 wall_t:4716 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.596 +2026-01-08 11:03:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1518.80 total_reward_ma:1375.34 loss:0.1645 fps:1116 +frame:5.27e+06 wall_t:4724 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.544 +2026-01-08 11:03:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1474.60 total_reward_ma:1376.80 loss:0.1787 fps:1115 +frame:5.28e+06 wall_t:4734 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.388 +2026-01-08 11:03:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1477.40 total_reward_ma:1378.64 loss:0.05675 fps:1115 +frame:5.29e+06 wall_t:4743 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.678 +2026-01-08 11:03:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1481.10 total_reward_ma:1380.70 loss:0.196 fps:1116 +frame:5.30e+06 wall_t:4751 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.458 +2026-01-08 11:03:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1472.80 total_reward_ma:1381.70 loss:0.05887 fps:1116 +frame:5.31e+06 wall_t:4760 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.55 +2026-01-08 11:03:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1490.60 total_reward_ma:1383.00 loss:-0.01055 fps:1116 +frame:5.32e+06 wall_t:4769 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.572 +2026-01-08 11:03:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1487.50 total_reward_ma:1384.43 loss:0.054 fps:1116 +frame:5.33e+06 wall_t:4778 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.591 +2026-01-08 11:04:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.10 total_reward_ma:1386.10 loss:0.2027 fps:1116 +frame:5.34e+06 wall_t:4787 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.428 +2026-01-08 11:04:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1455.60 total_reward_ma:1387.28 loss:0.1112 fps:1116 +frame:5.35e+06 wall_t:4796 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.334 +2026-01-08 11:04:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1455.90 total_reward_ma:1388.66 loss:0.08281 fps:1116 +frame:5.36e+06 wall_t:4805 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.412 +2026-01-08 11:04:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1484.20 total_reward_ma:1390.38 loss:0.09455 fps:1116 +frame:5.37e+06 wall_t:4813 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.504 +2026-01-08 11:04:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.50 total_reward_ma:1392.41 loss:0.1306 fps:1116 +frame:5.38e+06 wall_t:4821 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.572 +2026-01-08 11:04:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.00 total_reward_ma:1395.01 loss:0.06133 fps:1116 +frame:5.39e+06 wall_t:4830 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.74 +2026-01-08 11:04:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1467.60 total_reward_ma:1396.97 loss:0.1208 fps:1116 +frame:5.40e+06 wall_t:4838 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.719 +2026-01-08 11:05:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.70 total_reward_ma:1398.62 loss:0.06546 fps:1116 +frame:5.41e+06 wall_t:4847 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.512 +2026-01-08 11:05:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.20 total_reward_ma:1400.30 loss:0.000145 fps:1116 +frame:5.42e+06 wall_t:4855 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.634 +2026-01-08 11:05:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1468.70 total_reward_ma:1402.43 loss:0.08328 fps:1116 +frame:5.43e+06 wall_t:4864 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.536 +2026-01-08 11:05:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1427.30 total_reward_ma:1403.81 loss:0.05727 fps:1116 +frame:5.44e+06 wall_t:4873 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.753 +2026-01-08 11:05:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1435.80 total_reward_ma:1404.97 loss:0.08007 fps:1116 +frame:5.45e+06 wall_t:4882 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.718 +2026-01-08 11:05:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1399.80 total_reward_ma:1406.07 loss:0.09211 fps:1116 +frame:5.46e+06 wall_t:4892 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.811 +2026-01-08 11:05:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1386.30 total_reward_ma:1406.59 loss:0.1679 fps:1116 +frame:5.47e+06 wall_t:4900 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.655 +2026-01-08 11:06:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1388.20 total_reward_ma:1407.30 loss:0.1471 fps:1116 +frame:5.48e+06 wall_t:4909 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.462 +2026-01-08 11:06:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1386.10 total_reward_ma:1408.11 loss:0.1184 fps:1117 +frame:5.49e+06 wall_t:4917 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.778 +2026-01-08 11:06:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1384.60 total_reward_ma:1408.68 loss:0.004245 fps:1117 +frame:5.50e+06 wall_t:4926 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.384 +2026-01-08 11:06:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1342.70 total_reward_ma:1408.96 loss:0.03212 fps:1116 +frame:5.51e+06 wall_t:4936 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.767 +2026-01-08 11:06:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1392.30 total_reward_ma:1409.73 loss:0.1253 fps:1116 +frame:5.52e+06 wall_t:4945 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.491 +2026-01-08 11:06:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1406.10 total_reward_ma:1411.05 loss:0.02972 fps:1116 +frame:5.53e+06 wall_t:4953 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.605 +2026-01-08 11:07:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1449.70 total_reward_ma:1412.76 loss:0.1799 fps:1116 +frame:5.54e+06 wall_t:4963 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.822 +2026-01-08 11:07:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1459.20 total_reward_ma:1414.39 loss:0.07395 fps:1116 +frame:5.55e+06 wall_t:4971 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.696 +2026-01-08 11:07:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1449.70 total_reward_ma:1415.49 loss:0.03989 fps:1116 +frame:5.56e+06 wall_t:4980 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.53 +2026-01-08 11:07:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1499.60 total_reward_ma:1416.94 loss:0.01808 fps:1116 +frame:5.57e+06 wall_t:4989 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.815 +2026-01-08 11:07:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1499.80 total_reward_ma:1418.40 loss:0.1183 fps:1116 +frame:5.58e+06 wall_t:4998 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.638 +2026-01-08 11:07:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1501.40 total_reward_ma:1420.06 loss:0.06946 fps:1116 +frame:5.59e+06 wall_t:5007 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.869 +2026-01-08 11:07:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1494.50 total_reward_ma:1421.44 loss:0.03311 fps:1117 +frame:5.60e+06 wall_t:5015 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.604 +2026-01-08 11:08:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1513.90 total_reward_ma:1422.85 loss:0.07975 fps:1116 +frame:5.61e+06 wall_t:5025 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.441 +2026-01-08 11:08:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1476.10 total_reward_ma:1423.65 loss:0.1419 fps:1116 +frame:5.62e+06 wall_t:5036 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.502 +2026-01-08 11:08:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1485.10 total_reward_ma:1424.69 loss:0.09825 fps:1116 +frame:5.63e+06 wall_t:5044 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.428 +2026-01-08 11:08:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.40 total_reward_ma:1426.24 loss:0.1009 fps:1116 +frame:5.64e+06 wall_t:5052 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.503 +2026-01-08 11:08:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1555.00 total_reward_ma:1428.20 loss:0.02854 fps:1116 +frame:5.65e+06 wall_t:5061 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.505 +2026-01-08 11:08:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1511.90 total_reward_ma:1429.93 loss:0.08818 fps:1116 +frame:5.66e+06 wall_t:5070 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.645 +2026-01-08 11:08:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1504.50 total_reward_ma:1431.30 loss:0.08782 fps:1116 +frame:5.67e+06 wall_t:5079 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.506 +2026-01-08 11:09:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.40 total_reward_ma:1432.80 loss:0.09155 fps:1116 +frame:5.68e+06 wall_t:5088 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.421 +2026-01-08 11:09:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1536.40 total_reward_ma:1434.89 loss:0.1325 fps:1116 +frame:5.69e+06 wall_t:5097 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.743 +2026-01-08 11:09:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1529.20 total_reward_ma:1436.83 loss:0.1305 fps:1116 +frame:5.70e+06 wall_t:5106 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.524 +2026-01-08 11:09:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1527.30 total_reward_ma:1438.46 loss:0.1033 fps:1117 +frame:5.71e+06 wall_t:5114 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.638 +2026-01-08 11:09:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1527.60 total_reward_ma:1440.39 loss:0.01251 fps:1117 +frame:5.72e+06 wall_t:5122 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.659 +2026-01-08 11:09:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1503.50 total_reward_ma:1441.82 loss:0.1547 fps:1117 +frame:5.73e+06 wall_t:5131 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.689 +2026-01-08 11:10:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1470.00 total_reward_ma:1442.75 loss:0.1068 fps:1117 +frame:5.74e+06 wall_t:5141 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.705 +2026-01-08 11:10:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1466.10 total_reward_ma:1443.83 loss:0.04579 fps:1117 +frame:5.75e+06 wall_t:5149 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.507 +2026-01-08 11:10:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.60 total_reward_ma:1444.63 loss:0.05086 fps:1117 +frame:5.76e+06 wall_t:5157 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.708 +2026-01-08 11:10:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1434.50 total_reward_ma:1444.95 loss:0.1888 fps:1117 +frame:5.77e+06 wall_t:5166 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.514 +2026-01-08 11:10:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1409.70 total_reward_ma:1445.35 loss:0.09287 fps:1117 +frame:5.78e+06 wall_t:5174 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.557 +2026-01-08 11:10:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1421.60 total_reward_ma:1446.25 loss:0.04052 fps:1117 +frame:5.79e+06 wall_t:5183 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.475 +2026-01-08 11:10:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1476.00 total_reward_ma:1447.69 loss:0.09681 fps:1117 +frame:5.80e+06 wall_t:5192 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.324 +2026-01-08 11:10:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1467.70 total_reward_ma:1448.98 loss:0.1405 fps:1117 +frame:5.81e+06 wall_t:5200 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.676 +2026-01-08 11:11:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1454.30 total_reward_ma:1449.90 loss:0.06027 fps:1118 +frame:5.82e+06 wall_t:5208 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.558 +2026-01-08 11:11:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1456.70 total_reward_ma:1450.69 loss:0.05959 fps:1118 +frame:5.83e+06 wall_t:5217 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.525 +2026-01-08 11:11:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1460.20 total_reward_ma:1451.55 loss:0.1432 fps:1117 +frame:5.84e+06 wall_t:5226 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.758 +2026-01-08 11:11:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1463.00 total_reward_ma:1452.20 loss:0.1339 fps:1117 +frame:5.85e+06 wall_t:5235 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.436 +2026-01-08 11:11:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1444.60 total_reward_ma:1452.82 loss:0.01096 fps:1117 +frame:5.86e+06 wall_t:5244 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.807 +2026-01-08 11:11:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1455.40 total_reward_ma:1453.64 loss:0.1606 fps:1118 +frame:5.87e+06 wall_t:5252 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.58 +2026-01-08 11:12:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1420.20 total_reward_ma:1453.61 loss:0.1009 fps:1118 +frame:5.88e+06 wall_t:5260 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.605 +2026-01-08 11:12:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1407.00 total_reward_ma:1453.39 loss:0.06612 fps:1118 +frame:5.89e+06 wall_t:5268 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.533 +2026-01-08 11:12:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1403.40 total_reward_ma:1453.39 loss:0.1229 fps:1118 +frame:5.90e+06 wall_t:5276 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.586 +2026-01-08 11:12:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1460.90 total_reward_ma:1454.03 loss:0.09119 fps:1118 +frame:5.91e+06 wall_t:5285 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.486 +2026-01-08 11:12:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1477.20 total_reward_ma:1454.63 loss:0.1128 fps:1118 +frame:5.92e+06 wall_t:5293 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.612 +2026-01-08 11:12:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1459.50 total_reward_ma:1454.86 loss:0.09461 fps:1118 +frame:5.93e+06 wall_t:5302 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.41 +2026-01-08 11:12:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1460.50 total_reward_ma:1454.92 loss:0.05779 fps:1119 +frame:5.94e+06 wall_t:5310 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.532 +2026-01-08 11:12:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1439.20 total_reward_ma:1454.84 loss:0.0628 fps:1119 +frame:5.95e+06 wall_t:5319 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.308 +2026-01-08 11:13:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1424.80 total_reward_ma:1455.06 loss:0.003981 fps:1119 +frame:5.96e+06 wall_t:5328 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.75 +2026-01-08 11:13:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1413.10 total_reward_ma:1455.36 loss:0.02182 fps:1119 +frame:5.97e+06 wall_t:5336 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.777 +2026-01-08 11:13:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1398.70 total_reward_ma:1455.38 loss:0.09571 fps:1119 +frame:5.98e+06 wall_t:5344 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.538 +2026-01-08 11:13:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1395.90 total_reward_ma:1455.43 loss:0.1233 fps:1119 +frame:5.99e+06 wall_t:5352 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.485 +2026-01-08 11:13:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1370.70 total_reward_ma:1455.37 loss:0.04936 fps:1119 +frame:6.00e+06 wall_t:5362 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.697 +2026-01-08 11:13:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1354.10 total_reward_ma:1455.33 loss:0.1559 fps:1119 +frame:6.01e+06 wall_t:5371 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.483 +2026-01-08 11:13:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1360.40 total_reward_ma:1455.50 loss:0.06201 fps:1119 +frame:6.02e+06 wall_t:5379 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.604 +2026-01-08 11:14:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1418.40 total_reward_ma:1456.38 loss:0.1489 fps:1119 +frame:6.03e+06 wall_t:5388 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.732 +2026-01-08 11:14:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1433.10 total_reward_ma:1456.94 loss:0.1079 fps:1119 +frame:6.04e+06 wall_t:5397 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.72 +2026-01-08 11:14:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1445.50 total_reward_ma:1457.47 loss:0.1272 fps:1119 +frame:6.05e+06 wall_t:5406 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.71 +2026-01-08 11:14:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1457.60 total_reward_ma:1458.05 loss:0.03843 fps:1120 +frame:6.06e+06 wall_t:5413 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.545 +2026-01-08 11:14:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.70 total_reward_ma:1458.61 loss:0.1101 fps:1120 +frame:6.07e+06 wall_t:5422 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.522 +2026-01-08 11:14:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1476.80 total_reward_ma:1459.38 loss:0.3145 fps:1119 +frame:6.08e+06 wall_t:5431 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.738 +2026-01-08 11:14:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1480.60 total_reward_ma:1460.20 loss:0.02196 fps:1120 +frame:6.09e+06 wall_t:5439 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.62 +2026-01-08 11:15:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1483.30 total_reward_ma:1460.98 loss:0.07736 fps:1120 +frame:6.10e+06 wall_t:5448 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.529 +2026-01-08 11:15:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1448.80 total_reward_ma:1461.13 loss:0.1057 fps:1120 +frame:6.11e+06 wall_t:5456 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 11:15:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1437.30 total_reward_ma:1460.63 loss:0.1453 fps:1120 +frame:6.12e+06 wall_t:5465 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.412 +2026-01-08 11:15:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1442.20 total_reward_ma:1460.46 loss:0.06028 fps:1120 +frame:6.13e+06 wall_t:5475 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.662 +2026-01-08 11:15:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1425.10 total_reward_ma:1460.15 loss:0.05296 fps:1120 +frame:6.14e+06 wall_t:5484 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.376 +2026-01-08 11:15:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1436.10 total_reward_ma:1460.03 loss:0.08037 fps:1120 +frame:6.15e+06 wall_t:5492 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 11:16:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1396.80 total_reward_ma:1459.23 loss:0.06505 fps:1120 +frame:6.16e+06 wall_t:5501 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.568 +2026-01-08 11:16:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1400.80 total_reward_ma:1458.17 loss:0.1583 fps:1120 +frame:6.17e+06 wall_t:5510 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.551 +2026-01-08 11:16:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1400.70 total_reward_ma:1456.98 loss:0.105 fps:1120 +frame:6.18e+06 wall_t:5520 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.765 +2026-01-08 11:16:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1416.80 total_reward_ma:1456.05 loss:0.1017 fps:1120 +frame:6.19e+06 wall_t:5528 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 11:16:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1398.60 total_reward_ma:1455.24 loss:0.1972 fps:1120 +frame:6.20e+06 wall_t:5537 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.491 +2026-01-08 11:16:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1399.70 total_reward_ma:1454.32 loss:0.05364 fps:1120 +frame:6.21e+06 wall_t:5546 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 11:16:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1385.40 total_reward_ma:1453.27 loss:0.009391 fps:1120 +frame:6.22e+06 wall_t:5555 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.593 +2026-01-08 11:17:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1364.30 total_reward_ma:1451.77 loss:0.09345 fps:1120 +frame:6.23e+06 wall_t:5562 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.519 +2026-01-08 11:17:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1357.10 total_reward_ma:1450.39 loss:0.07066 fps:1120 +frame:6.24e+06 wall_t:5571 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.837 +2026-01-08 11:17:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1341.30 total_reward_ma:1448.96 loss:0.1485 fps:1120 +frame:6.25e+06 wall_t:5579 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.439 +2026-01-08 11:17:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1344.50 total_reward_ma:1447.15 loss:0.0318 fps:1120 +frame:6.26e+06 wall_t:5588 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.378 +2026-01-08 11:17:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1366.30 total_reward_ma:1445.63 loss:0.09111 fps:1120 +frame:6.27e+06 wall_t:5596 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.723 +2026-01-08 11:17:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1357.30 total_reward_ma:1444.45 loss:0.04233 fps:1120 +frame:6.28e+06 wall_t:5605 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.523 +2026-01-08 11:17:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1382.70 total_reward_ma:1443.51 loss:0.1403 fps:1121 +frame:6.29e+06 wall_t:5613 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.429 +2026-01-08 11:18:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1388.60 total_reward_ma:1442.58 loss:0.06991 fps:1121 +frame:6.30e+06 wall_t:5621 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.62 +2026-01-08 11:18:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1396.80 total_reward_ma:1441.82 loss:0.06182 fps:1121 +frame:6.31e+06 wall_t:5629 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 11:18:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1417.50 total_reward_ma:1441.09 loss:0.1515 fps:1121 +frame:6.32e+06 wall_t:5636 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.619 +2026-01-08 11:18:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.20 total_reward_ma:1440.69 loss:0.03427 fps:1122 +frame:6.33e+06 wall_t:5644 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.469 +2026-01-08 11:18:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1503.90 total_reward_ma:1441.26 loss:0.01747 fps:1122 +frame:6.34e+06 wall_t:5653 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.876 +2026-01-08 11:18:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1501.50 total_reward_ma:1441.72 loss:0.1474 fps:1122 +frame:6.35e+06 wall_t:5662 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.618 +2026-01-08 11:18:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.50 total_reward_ma:1442.42 loss:0.131 fps:1122 +frame:6.36e+06 wall_t:5670 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.852 +2026-01-08 11:18:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1471.50 total_reward_ma:1442.29 loss:0.1282 fps:1121 +frame:6.37e+06 wall_t:5680 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.744 +2026-01-08 11:19:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1461.40 total_reward_ma:1441.90 loss:0.2062 fps:1122 +frame:6.38e+06 wall_t:5688 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.581 +2026-01-08 11:19:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1462.00 total_reward_ma:1441.52 loss:0.1201 fps:1122 +frame:6.39e+06 wall_t:5697 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.513 +2026-01-08 11:19:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1493.90 total_reward_ma:1441.79 loss:0.04751 fps:1121 +frame:6.40e+06 wall_t:5707 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.451 +2026-01-08 11:19:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1524.00 total_reward_ma:1442.55 loss:0.1627 fps:1121 +frame:6.41e+06 wall_t:5716 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.705 +2026-01-08 11:19:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1532.10 total_reward_ma:1443.40 loss:0.1559 fps:1121 +frame:6.42e+06 wall_t:5725 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.928 +2026-01-08 11:19:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1508.20 total_reward_ma:1443.79 loss:0.1688 fps:1121 +frame:6.43e+06 wall_t:5734 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.603 +2026-01-08 11:20:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1502.70 total_reward_ma:1444.55 loss:0.03667 fps:1121 +frame:6.44e+06 wall_t:5743 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.555 +2026-01-08 11:20:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1504.30 total_reward_ma:1445.23 loss:-0.01656 fps:1122 +frame:6.45e+06 wall_t:5751 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.339 +2026-01-08 11:20:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1520.00 total_reward_ma:1446.43 loss:0.1064 fps:1122 +frame:6.46e+06 wall_t:5760 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.516 +2026-01-08 11:20:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1536.20 total_reward_ma:1447.93 loss:0.09496 fps:1121 +frame:6.47e+06 wall_t:5770 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.625 +2026-01-08 11:20:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1587.90 total_reward_ma:1449.93 loss:0.06244 fps:1121 +frame:6.48e+06 wall_t:5778 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.617 +2026-01-08 11:20:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1553.10 total_reward_ma:1451.60 loss:0.06592 fps:1122 +frame:6.49e+06 wall_t:5786 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 11:20:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1551.50 total_reward_ma:1453.27 loss:0.1779 fps:1121 +frame:6.50e+06 wall_t:5796 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.581 +2026-01-08 11:21:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1512.00 total_reward_ma:1454.96 loss:0.03841 fps:1121 +frame:6.51e+06 wall_t:5807 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.476 +2026-01-08 11:21:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1519.80 total_reward_ma:1456.24 loss:-0.0169 fps:1121 +frame:6.52e+06 wall_t:5816 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.555 +2026-01-08 11:21:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1539.20 total_reward_ma:1457.57 loss:0.003045 fps:1121 +frame:6.53e+06 wall_t:5825 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.381 +2026-01-08 11:21:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1510.10 total_reward_ma:1458.17 loss:0.1207 fps:1121 +frame:6.54e+06 wall_t:5834 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.4 +2026-01-08 11:21:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1501.10 total_reward_ma:1458.59 loss:0.1312 fps:1121 +frame:6.55e+06 wall_t:5842 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.353 +2026-01-08 11:21:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1504.60 total_reward_ma:1459.14 loss:0.06674 fps:1121 +frame:6.56e+06 wall_t:5851 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.76 +2026-01-08 11:21:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1531.60 total_reward_ma:1459.46 loss:0.1176 fps:1121 +frame:6.57e+06 wall_t:5859 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.572 +2026-01-08 11:22:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1518.10 total_reward_ma:1459.64 loss:0.03678 fps:1121 +frame:6.58e+06 wall_t:5868 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.411 +2026-01-08 11:22:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1504.50 total_reward_ma:1459.67 loss:0.02722 fps:1122 +frame:6.59e+06 wall_t:5876 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.612 +2026-01-08 11:22:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1522.90 total_reward_ma:1459.96 loss:0.138 fps:1121 +frame:6.60e+06 wall_t:5885 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.846 +2026-01-08 11:22:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1472.50 total_reward_ma:1459.54 loss:0.06228 fps:1122 +frame:6.61e+06 wall_t:5893 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.603 +2026-01-08 11:22:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1534.00 total_reward_ma:1460.12 loss:0.1043 fps:1122 +frame:6.62e+06 wall_t:5902 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.5 +2026-01-08 11:22:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1580.10 total_reward_ma:1461.07 loss:0.0527 fps:1122 +frame:6.63e+06 wall_t:5911 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.54 +2026-01-08 11:22:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1590.40 total_reward_ma:1461.71 loss:-0.00661 fps:1122 +frame:6.64e+06 wall_t:5919 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.357 +2026-01-08 11:23:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1606.80 total_reward_ma:1462.23 loss:0.1067 fps:1122 +frame:6.65e+06 wall_t:5928 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.484 +2026-01-08 11:23:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1587.00 total_reward_ma:1462.98 loss:0.158 fps:1122 +frame:6.66e+06 wall_t:5936 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.531 +2026-01-08 11:23:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1601.90 total_reward_ma:1463.96 loss:0.1141 fps:1122 +frame:6.67e+06 wall_t:5945 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.484 +2026-01-08 11:23:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1608.60 total_reward_ma:1464.78 loss:0.0658 fps:1122 +frame:6.68e+06 wall_t:5953 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 11:23:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1593.70 total_reward_ma:1465.35 loss:0.1088 fps:1122 +frame:6.69e+06 wall_t:5963 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 11:23:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1531.40 total_reward_ma:1465.37 loss:0.1222 fps:1122 +frame:6.70e+06 wall_t:5971 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.513 +2026-01-08 11:24:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1510.30 total_reward_ma:1465.20 loss:0.08603 fps:1122 +frame:6.71e+06 wall_t:5981 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.49 +2026-01-08 11:24:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1460.00 total_reward_ma:1464.53 loss:0.161 fps:1122 +frame:6.72e+06 wall_t:5990 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.619 +2026-01-08 11:24:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1425.30 total_reward_ma:1463.74 loss:0.1373 fps:1122 +frame:6.73e+06 wall_t:5999 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.574 +2026-01-08 11:24:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1398.70 total_reward_ma:1463.03 loss:0.1571 fps:1122 +frame:6.74e+06 wall_t:6007 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.685 +2026-01-08 11:24:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1396.20 total_reward_ma:1462.33 loss:0.1513 fps:1122 +frame:6.75e+06 wall_t:6015 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.469 +2026-01-08 11:24:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1387.20 total_reward_ma:1461.73 loss:0.07714 fps:1122 +frame:6.76e+06 wall_t:6025 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 11:24:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1393.00 total_reward_ma:1461.31 loss:0.01919 fps:1122 +frame:6.77e+06 wall_t:6033 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.651 +2026-01-08 11:25:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1432.80 total_reward_ma:1461.55 loss:0.05935 fps:1122 +frame:6.78e+06 wall_t:6042 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.391 +2026-01-08 11:25:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1409.40 total_reward_ma:1461.42 loss:0.03647 fps:1122 +frame:6.79e+06 wall_t:6051 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.394 +2026-01-08 11:25:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1427.20 total_reward_ma:1460.94 loss:0.05927 fps:1122 +frame:6.80e+06 wall_t:6060 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.389 +2026-01-08 11:25:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1409.90 total_reward_ma:1460.36 loss:0.1124 fps:1122 +frame:6.81e+06 wall_t:6069 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.385 +2026-01-08 11:25:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1421.40 total_reward_ma:1460.03 loss:0.1629 fps:1122 +frame:6.82e+06 wall_t:6077 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.494 +2026-01-08 11:25:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1383.40 total_reward_ma:1459.30 loss:0.07903 fps:1122 +frame:6.83e+06 wall_t:6086 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.368 +2026-01-08 11:25:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1407.60 total_reward_ma:1458.77 loss:0.07256 fps:1122 +frame:6.84e+06 wall_t:6095 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 11:26:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1421.20 total_reward_ma:1458.35 loss:0.2019 fps:1122 +frame:6.85e+06 wall_t:6104 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.737 +2026-01-08 11:26:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1380.20 total_reward_ma:1457.71 loss:0.02794 fps:1122 +frame:6.86e+06 wall_t:6112 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 11:26:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1437.60 total_reward_ma:1457.53 loss:0.1065 fps:1122 +frame:6.87e+06 wall_t:6121 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.579 +2026-01-08 11:26:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1411.90 total_reward_ma:1457.45 loss:0.1218 fps:1122 +frame:6.88e+06 wall_t:6130 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.416 +2026-01-08 11:26:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1405.80 total_reward_ma:1457.43 loss:0.01377 fps:1122 +frame:6.89e+06 wall_t:6140 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 11:26:48 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1438.00 total_reward_ma:1457.78 loss:0.1071 fps:1122 +frame:6.90e+06 wall_t:6148 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.407 +2026-01-08 11:26:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1452.70 total_reward_ma:1457.70 loss:0.1363 fps:1122 +frame:6.91e+06 wall_t:6157 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.573 +2026-01-08 11:27:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1433.60 total_reward_ma:1457.26 loss:0.05697 fps:1122 +frame:6.92e+06 wall_t:6165 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.677 +2026-01-08 11:27:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1412.90 total_reward_ma:1456.80 loss:0.04886 fps:1122 +frame:6.93e+06 wall_t:6175 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.405 +2026-01-08 11:27:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1432.80 total_reward_ma:1456.52 loss:0.02238 fps:1122 +frame:6.94e+06 wall_t:6186 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.579 +2026-01-08 11:27:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1384.50 total_reward_ma:1455.97 loss:0.07675 fps:1122 +frame:6.95e+06 wall_t:6195 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.522 +2026-01-08 11:27:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1392.80 total_reward_ma:1455.65 loss:0.1242 fps:1122 +frame:6.96e+06 wall_t:6203 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.726 +2026-01-08 11:27:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1414.40 total_reward_ma:1455.67 loss:0.0542 fps:1122 +frame:6.97e+06 wall_t:6211 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.787 +2026-01-08 11:28:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1462.10 total_reward_ma:1456.30 loss:0.1094 fps:1122 +frame:6.98e+06 wall_t:6220 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.483 +2026-01-08 11:28:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1455.80 total_reward_ma:1456.90 loss:0.1908 fps:1122 +frame:6.99e+06 wall_t:6229 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.448 +2026-01-08 11:28:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1471.90 total_reward_ma:1457.91 loss:0.03223 fps:1123 +frame:7.00e+06 wall_t:6236 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.718 +2026-01-08 11:28:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1505.60 total_reward_ma:1459.43 loss:0.0005379 fps:1122 +frame:7.01e+06 wall_t:6245 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.409 +2026-01-08 11:28:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1511.10 total_reward_ma:1460.93 loss:0.1355 fps:1123 +frame:7.02e+06 wall_t:6253 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.346 +2026-01-08 11:28:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1505.10 total_reward_ma:1461.80 loss:0.1663 fps:1123 +frame:7.03e+06 wall_t:6261 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.557 +2026-01-08 11:28:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1505.50 total_reward_ma:1462.52 loss:0.0647 fps:1123 +frame:7.04e+06 wall_t:6271 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.697 +2026-01-08 11:28:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1507.60 total_reward_ma:1463.14 loss:0.07005 fps:1123 +frame:7.05e+06 wall_t:6278 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.605 +2026-01-08 11:29:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1496.50 total_reward_ma:1463.53 loss:0.1083 fps:1123 +frame:7.06e+06 wall_t:6286 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.541 +2026-01-08 11:29:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1460.20 total_reward_ma:1463.66 loss:0.1806 fps:1123 +frame:7.07e+06 wall_t:6293 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 11:29:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1426.90 total_reward_ma:1463.16 loss:0.06604 fps:1124 +frame:7.08e+06 wall_t:6299 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.349 +2026-01-08 11:29:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1437.00 total_reward_ma:1462.72 loss:0.06842 fps:1124 +frame:7.09e+06 wall_t:6306 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.48 +2026-01-08 11:29:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1397.70 total_reward_ma:1461.87 loss:0.1337 fps:1125 +frame:7.10e+06 wall_t:6313 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 11:29:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1378.70 total_reward_ma:1461.17 loss:0.09549 fps:1125 +frame:7.11e+06 wall_t:6322 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.36 +2026-01-08 11:29:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1377.20 total_reward_ma:1460.57 loss:0.1761 fps:1125 +frame:7.12e+06 wall_t:6329 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.55 +2026-01-08 11:29:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1376.80 total_reward_ma:1459.91 loss:0.09501 fps:1125 +frame:7.13e+06 wall_t:6336 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.688 +2026-01-08 11:30:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1369.70 total_reward_ma:1459.36 loss:0.08514 fps:1126 +frame:7.14e+06 wall_t:6343 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.359 +2026-01-08 11:30:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1373.50 total_reward_ma:1458.73 loss:0.0289 fps:1126 +frame:7.15e+06 wall_t:6351 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 11:30:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1373.50 total_reward_ma:1458.50 loss:0.08411 fps:1126 +frame:7.16e+06 wall_t:6359 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 11:30:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1379.40 total_reward_ma:1458.28 loss:0.03855 fps:1126 +frame:7.17e+06 wall_t:6366 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.317 +2026-01-08 11:30:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1403.10 total_reward_ma:1458.31 loss:0.1535 fps:1126 +frame:7.18e+06 wall_t:6374 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.555 +2026-01-08 11:30:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1403.20 total_reward_ma:1458.17 loss:0.05297 fps:1127 +frame:7.19e+06 wall_t:6382 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.471 +2026-01-08 11:30:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1443.40 total_reward_ma:1458.62 loss:0.09223 fps:1127 +frame:7.20e+06 wall_t:6390 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.761 +2026-01-08 11:30:57 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1450.40 total_reward_ma:1459.13 loss:0.1339 fps:1127 +frame:7.21e+06 wall_t:6397 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.431 +2026-01-08 11:31:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1444.70 total_reward_ma:1459.72 loss:0.04137 fps:1127 +frame:7.22e+06 wall_t:6405 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.721 +2026-01-08 11:31:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1457.50 total_reward_ma:1460.65 loss:0.1754 fps:1127 +frame:7.23e+06 wall_t:6413 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.625 +2026-01-08 11:31:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1450.10 total_reward_ma:1461.58 loss:0.06995 fps:1128 +frame:7.24e+06 wall_t:6420 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.423 +2026-01-08 11:31:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1455.60 total_reward_ma:1462.72 loss:0.1257 fps:1128 +frame:7.25e+06 wall_t:6429 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.577 +2026-01-08 11:31:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1423.10 total_reward_ma:1463.51 loss:0.1414 fps:1128 +frame:7.26e+06 wall_t:6436 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.395 +2026-01-08 11:31:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1435.70 total_reward_ma:1464.20 loss:0.1336 fps:1128 +frame:7.27e+06 wall_t:6444 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 11:31:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1453.30 total_reward_ma:1465.17 loss:0.07045 fps:1129 +frame:7.28e+06 wall_t:6451 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.675 +2026-01-08 11:31:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1449.40 total_reward_ma:1465.83 loss:0.08014 fps:1129 +frame:7.29e+06 wall_t:6459 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.512 +2026-01-08 11:32:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1450.60 total_reward_ma:1466.45 loss:0.08375 fps:1129 +frame:7.30e+06 wall_t:6467 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 11:32:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1437.60 total_reward_ma:1466.86 loss:0.2232 fps:1129 +frame:7.31e+06 wall_t:6474 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.529 +2026-01-08 11:32:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1447.40 total_reward_ma:1467.16 loss:0.008965 fps:1129 +frame:7.32e+06 wall_t:6482 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.412 +2026-01-08 11:32:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1445.20 total_reward_ma:1467.14 loss:0.1276 fps:1130 +frame:7.33e+06 wall_t:6489 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.511 +2026-01-08 11:32:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1461.30 total_reward_ma:1466.71 loss:0.06126 fps:1130 +frame:7.34e+06 wall_t:6496 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.636 +2026-01-08 11:32:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1455.50 total_reward_ma:1466.25 loss:0.1059 fps:1130 +frame:7.35e+06 wall_t:6504 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.576 +2026-01-08 11:32:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1448.40 total_reward_ma:1465.47 loss:0.127 fps:1130 +frame:7.36e+06 wall_t:6512 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.53 +2026-01-08 11:32:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1448.10 total_reward_ma:1465.24 loss:0.02747 fps:1131 +frame:7.37e+06 wall_t:6519 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.641 +2026-01-08 11:33:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1452.70 total_reward_ma:1465.15 loss:0.1494 fps:1131 +frame:7.38e+06 wall_t:6527 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.55 +2026-01-08 11:33:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1470.20 total_reward_ma:1465.23 loss:0.1159 fps:1131 +frame:7.39e+06 wall_t:6535 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.601 +2026-01-08 11:33:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.20 total_reward_ma:1465.30 loss:0.1163 fps:1131 +frame:7.40e+06 wall_t:6543 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.531 +2026-01-08 11:33:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.60 total_reward_ma:1465.32 loss:0.199 fps:1131 +frame:7.41e+06 wall_t:6551 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.455 +2026-01-08 11:33:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.80 total_reward_ma:1465.27 loss:0.1543 fps:1131 +frame:7.42e+06 wall_t:6559 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 11:33:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1516.30 total_reward_ma:1465.35 loss:0.02965 fps:1131 +frame:7.43e+06 wall_t:6567 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.596 +2026-01-08 11:33:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1486.30 total_reward_ma:1465.19 loss:0.07959 fps:1132 +frame:7.44e+06 wall_t:6575 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.356 +2026-01-08 11:34:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1481.30 total_reward_ma:1464.96 loss:0.1393 fps:1132 +frame:7.45e+06 wall_t:6582 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.509 +2026-01-08 11:34:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1465.80 total_reward_ma:1464.41 loss:0.1238 fps:1132 +frame:7.46e+06 wall_t:6590 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.413 +2026-01-08 11:34:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1445.50 total_reward_ma:1463.51 loss:0.1071 fps:1133 +frame:7.47e+06 wall_t:6596 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 11:34:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1458.20 total_reward_ma:1462.21 loss:0.05465 fps:1133 +frame:7.48e+06 wall_t:6604 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 11:34:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1407.50 total_reward_ma:1460.75 loss:0.07864 fps:1133 +frame:7.49e+06 wall_t:6612 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.381 +2026-01-08 11:34:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1408.20 total_reward_ma:1459.32 loss:0.07432 fps:1133 +frame:7.50e+06 wall_t:6619 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.45 +2026-01-08 11:34:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1386.70 total_reward_ma:1458.07 loss:0.1022 fps:1133 +frame:7.51e+06 wall_t:6626 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.673 +2026-01-08 11:34:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1380.80 total_reward_ma:1456.68 loss:0.1801 fps:1134 +frame:7.52e+06 wall_t:6633 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.566 +2026-01-08 11:35:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1395.60 total_reward_ma:1455.24 loss:0.1332 fps:1134 +frame:7.53e+06 wall_t:6640 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 11:35:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1402.80 total_reward_ma:1454.17 loss:0.02672 fps:1134 +frame:7.54e+06 wall_t:6648 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.368 +2026-01-08 11:35:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1417.30 total_reward_ma:1453.33 loss:0.07847 fps:1134 +frame:7.55e+06 wall_t:6656 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.381 +2026-01-08 11:35:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1381.70 total_reward_ma:1452.10 loss:0.0544 fps:1135 +frame:7.56e+06 wall_t:6663 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.394 +2026-01-08 11:35:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1444.10 total_reward_ma:1451.23 loss:0.2026 fps:1135 +frame:7.57e+06 wall_t:6670 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.523 +2026-01-08 11:35:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1446.50 total_reward_ma:1450.51 loss:0.1199 fps:1135 +frame:7.58e+06 wall_t:6679 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.524 +2026-01-08 11:35:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1441.00 total_reward_ma:1449.88 loss:0.02806 fps:1135 +frame:7.59e+06 wall_t:6686 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.479 +2026-01-08 11:35:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1430.60 total_reward_ma:1448.95 loss:0.05141 fps:1136 +frame:7.60e+06 wall_t:6693 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.443 +2026-01-08 11:36:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1404.70 total_reward_ma:1448.28 loss:0.09015 fps:1136 +frame:7.61e+06 wall_t:6701 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.419 +2026-01-08 11:36:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1402.90 total_reward_ma:1446.96 loss:0.1855 fps:1136 +frame:7.62e+06 wall_t:6708 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.461 +2026-01-08 11:36:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1388.10 total_reward_ma:1445.04 loss:0.09189 fps:1136 +frame:7.63e+06 wall_t:6715 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.537 +2026-01-08 11:36:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1375.50 total_reward_ma:1442.90 loss:0.06238 fps:1136 +frame:7.64e+06 wall_t:6723 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.367 +2026-01-08 11:36:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1340.60 total_reward_ma:1440.23 loss:0.05815 fps:1137 +frame:7.65e+06 wall_t:6731 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.617 +2026-01-08 11:36:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1359.00 total_reward_ma:1437.95 loss:0.1166 fps:1137 +frame:7.66e+06 wall_t:6739 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 11:36:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1371.20 total_reward_ma:1435.65 loss:0.1655 fps:1137 +frame:7.67e+06 wall_t:6747 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.556 +2026-01-08 11:36:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1394.10 total_reward_ma:1433.50 loss:0.08412 fps:1137 +frame:7.68e+06 wall_t:6755 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.375 +2026-01-08 11:37:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1428.60 total_reward_ma:1431.85 loss:0.101 fps:1137 +frame:7.69e+06 wall_t:6762 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.499 +2026-01-08 11:37:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1444.50 total_reward_ma:1430.98 loss:0.06388 fps:1137 +frame:7.70e+06 wall_t:6770 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.616 +2026-01-08 11:37:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1454.10 total_reward_ma:1430.42 loss:0.0591 fps:1138 +frame:7.71e+06 wall_t:6778 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.452 +2026-01-08 11:37:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1453.50 total_reward_ma:1430.35 loss:0.07433 fps:1138 +frame:7.72e+06 wall_t:6786 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.39 +2026-01-08 11:37:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1457.70 total_reward_ma:1430.68 loss:0.1036 fps:1138 +frame:7.73e+06 wall_t:6794 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.365 +2026-01-08 11:37:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1487.20 total_reward_ma:1431.56 loss:0.1841 fps:1138 +frame:7.74e+06 wall_t:6802 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.465 +2026-01-08 11:37:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1468.90 total_reward_ma:1432.29 loss:0.0857 fps:1138 +frame:7.75e+06 wall_t:6809 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.606 +2026-01-08 11:37:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1476.50 total_reward_ma:1433.18 loss:0.1156 fps:1138 +frame:7.76e+06 wall_t:6817 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.348 +2026-01-08 11:38:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1444.40 total_reward_ma:1433.70 loss:0.1628 fps:1139 +frame:7.77e+06 wall_t:6823 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.63 +2026-01-08 11:38:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1473.10 total_reward_ma:1434.10 loss:0.05044 fps:1139 +frame:7.78e+06 wall_t:6831 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.431 +2026-01-08 11:38:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1493.20 total_reward_ma:1434.94 loss:0.09441 fps:1139 +frame:7.79e+06 wall_t:6839 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.354 +2026-01-08 11:38:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.10 total_reward_ma:1435.67 loss:0.0458 fps:1139 +frame:7.80e+06 wall_t:6847 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 11:38:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1490.80 total_reward_ma:1436.48 loss:0.209 fps:1139 +frame:7.81e+06 wall_t:6855 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.536 +2026-01-08 11:38:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1434.40 total_reward_ma:1436.61 loss:0.1123 fps:1139 +frame:7.82e+06 wall_t:6863 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.532 +2026-01-08 11:38:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1443.00 total_reward_ma:1437.20 loss:0.1956 fps:1140 +frame:7.83e+06 wall_t:6871 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.378 +2026-01-08 11:38:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1449.90 total_reward_ma:1437.63 loss:0.07568 fps:1140 +frame:7.84e+06 wall_t:6879 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.806 +2026-01-08 11:39:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1432.80 total_reward_ma:1437.74 loss:0.1286 fps:1140 +frame:7.85e+06 wall_t:6887 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.467 +2026-01-08 11:39:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1399.90 total_reward_ma:1437.94 loss:0.04783 fps:1140 +frame:7.86e+06 wall_t:6894 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.618 +2026-01-08 11:39:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1400.60 total_reward_ma:1437.57 loss:0.02085 fps:1140 +frame:7.87e+06 wall_t:6901 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.383 +2026-01-08 11:39:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1404.10 total_reward_ma:1437.49 loss:0.06619 fps:1141 +frame:7.88e+06 wall_t:6909 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.539 +2026-01-08 11:39:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1375.70 total_reward_ma:1437.19 loss:0.07842 fps:1141 +frame:7.89e+06 wall_t:6916 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.492 +2026-01-08 11:39:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1394.10 total_reward_ma:1436.75 loss:0.04921 fps:1141 +frame:7.90e+06 wall_t:6923 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.442 +2026-01-08 11:39:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1401.90 total_reward_ma:1436.24 loss:0.05265 fps:1141 +frame:7.91e+06 wall_t:6931 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.496 +2026-01-08 11:39:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1361.80 total_reward_ma:1435.52 loss:0.06889 fps:1141 +frame:7.92e+06 wall_t:6940 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.495 +2026-01-08 11:40:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1366.50 total_reward_ma:1435.06 loss:0.1331 fps:1141 +frame:7.93e+06 wall_t:6947 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 11:40:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1374.60 total_reward_ma:1434.48 loss:0.174 fps:1142 +frame:7.94e+06 wall_t:6955 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.579 +2026-01-08 11:40:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1376.40 total_reward_ma:1434.40 loss:0.0675 fps:1142 +frame:7.95e+06 wall_t:6962 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.475 +2026-01-08 11:40:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1383.50 total_reward_ma:1434.30 loss:0.05652 fps:1142 +frame:7.96e+06 wall_t:6970 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.397 +2026-01-08 11:40:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1437.60 total_reward_ma:1434.54 loss:0.1084 fps:1142 +frame:7.97e+06 wall_t:6978 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.525 +2026-01-08 11:40:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1466.20 total_reward_ma:1434.58 loss:0.08675 fps:1142 +frame:7.98e+06 wall_t:6986 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.509 +2026-01-08 11:40:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1482.40 total_reward_ma:1434.84 loss:0.08618 fps:1143 +frame:7.99e+06 wall_t:6993 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.49 +2026-01-08 11:41:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1540.60 total_reward_ma:1435.53 loss:0.1143 fps:1143 +frame:8.00e+06 wall_t:7000 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.468 +2026-01-08 11:41:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1524.10 total_reward_ma:1435.71 loss:0.1066 fps:1143 +frame:8.01e+06 wall_t:7008 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.483 +2026-01-08 11:41:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1533.10 total_reward_ma:1435.93 loss:0.1001 fps:1143 +frame:8.02e+06 wall_t:7016 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.344 +2026-01-08 11:41:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1511.10 total_reward_ma:1435.99 loss:0.1278 fps:1143 +frame:8.03e+06 wall_t:7023 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.466 +2026-01-08 11:41:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1497.40 total_reward_ma:1435.91 loss:0.1626 fps:1144 +frame:8.04e+06 wall_t:7031 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.429 +2026-01-08 11:41:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1464.70 total_reward_ma:1435.48 loss:0.1531 fps:1144 +frame:8.05e+06 wall_t:7039 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.47 +2026-01-08 11:41:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1460.50 total_reward_ma:1435.12 loss:0.1101 fps:1144 +frame:8.06e+06 wall_t:7047 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.48 +2026-01-08 11:41:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1451.30 total_reward_ma:1435.04 loss:0.06288 fps:1144 +frame:8.07e+06 wall_t:7055 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.707 +2026-01-08 11:42:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1419.40 total_reward_ma:1434.96 loss:0.1671 fps:1144 +frame:8.08e+06 wall_t:7063 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.503 +2026-01-08 11:42:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1420.90 total_reward_ma:1434.80 loss:0.1049 fps:1144 +frame:8.09e+06 wall_t:7070 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 11:42:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1443.10 total_reward_ma:1435.25 loss:0.08953 fps:1144 +frame:8.10e+06 wall_t:7078 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.74 +2026-01-08 11:42:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1469.80 total_reward_ma:1436.17 loss:0.03537 fps:1145 +frame:8.11e+06 wall_t:7085 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.477 +2026-01-08 11:42:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1496.80 total_reward_ma:1437.36 loss:0.1004 fps:1145 +frame:8.12e+06 wall_t:7092 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.398 +2026-01-08 11:42:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1522.90 total_reward_ma:1438.82 loss:0.1075 fps:1145 +frame:8.13e+06 wall_t:7100 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 11:42:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1498.10 total_reward_ma:1440.11 loss:0.1824 fps:1145 +frame:8.14e+06 wall_t:7107 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.548 +2026-01-08 11:42:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1505.40 total_reward_ma:1441.43 loss:0.1108 fps:1146 +frame:8.15e+06 wall_t:7114 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.344 +2026-01-08 11:43:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.40 total_reward_ma:1442.69 loss:0.1163 fps:1146 +frame:8.16e+06 wall_t:7122 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.592 +2026-01-08 11:43:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1523.40 total_reward_ma:1444.13 loss:0.07231 fps:1146 +frame:8.17e+06 wall_t:7129 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 11:43:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1530.20 total_reward_ma:1445.41 loss:0.05008 fps:1146 +frame:8.18e+06 wall_t:7137 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.298 +2026-01-08 11:43:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1520.00 total_reward_ma:1446.57 loss:0.2097 fps:1146 +frame:8.19e+06 wall_t:7144 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.373 +2026-01-08 11:43:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.10 total_reward_ma:1447.14 loss:0.01201 fps:1147 +frame:8.20e+06 wall_t:7151 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.358 +2026-01-08 11:43:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1498.20 total_reward_ma:1447.62 loss:0.03849 fps:1147 +frame:8.21e+06 wall_t:7159 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.396 +2026-01-08 11:43:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1495.80 total_reward_ma:1448.13 loss:0.04641 fps:1147 +frame:8.22e+06 wall_t:7166 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.474 +2026-01-08 11:43:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1497.20 total_reward_ma:1448.53 loss:0.2209 fps:1147 +frame:8.23e+06 wall_t:7175 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.466 +2026-01-08 11:44:02 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1490.00 total_reward_ma:1448.92 loss:0.03866 fps:1147 +frame:8.24e+06 wall_t:7182 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.591 +2026-01-08 11:44:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1489.60 total_reward_ma:1449.27 loss:0.01767 fps:1147 +frame:8.25e+06 wall_t:7190 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.59 +2026-01-08 11:44:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1487.40 total_reward_ma:1449.91 loss:0.1531 fps:1148 +frame:8.26e+06 wall_t:7198 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.345 +2026-01-08 11:44:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1462.00 total_reward_ma:1450.17 loss:0.1555 fps:1148 +frame:8.27e+06 wall_t:7205 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.644 +2026-01-08 11:44:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1464.90 total_reward_ma:1450.29 loss:0.02999 fps:1148 +frame:8.28e+06 wall_t:7212 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.473 +2026-01-08 11:44:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1483.00 total_reward_ma:1450.62 loss:0.1442 fps:1148 +frame:8.29e+06 wall_t:7220 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 11:44:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1483.80 total_reward_ma:1450.95 loss:0.09036 fps:1148 +frame:8.30e+06 wall_t:7227 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.639 +2026-01-08 11:44:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1496.60 total_reward_ma:1451.55 loss:0.08712 fps:1149 +frame:8.31e+06 wall_t:7234 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.761 +2026-01-08 11:45:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1502.50 total_reward_ma:1452.10 loss:0.07197 fps:1149 +frame:8.32e+06 wall_t:7242 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.489 +2026-01-08 11:45:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1473.80 total_reward_ma:1452.38 loss:0.1964 fps:1149 +frame:8.33e+06 wall_t:7249 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.628 +2026-01-08 11:45:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1489.60 total_reward_ma:1452.66 loss:0.1294 fps:1149 +frame:8.34e+06 wall_t:7257 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.419 +2026-01-08 11:45:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.00 total_reward_ma:1453.11 loss:0.1663 fps:1150 +frame:8.35e+06 wall_t:7264 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.481 +2026-01-08 11:45:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1506.50 total_reward_ma:1453.69 loss:0.07236 fps:1150 +frame:8.36e+06 wall_t:7272 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.502 +2026-01-08 11:45:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1484.80 total_reward_ma:1454.06 loss:0.02652 fps:1150 +frame:8.37e+06 wall_t:7279 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.353 +2026-01-08 11:45:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1500.90 total_reward_ma:1454.54 loss:0.09929 fps:1150 +frame:8.38e+06 wall_t:7286 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.413 +2026-01-08 11:45:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1501.40 total_reward_ma:1454.85 loss:0.08649 fps:1150 +frame:8.39e+06 wall_t:7294 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.319 +2026-01-08 11:46:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1472.40 total_reward_ma:1454.57 loss:0.01492 fps:1151 +frame:8.40e+06 wall_t:7301 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 11:46:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1509.00 total_reward_ma:1454.40 loss:0.06518 fps:1151 +frame:8.41e+06 wall_t:7309 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.622 +2026-01-08 11:46:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1514.00 total_reward_ma:1454.27 loss:0.08191 fps:1151 +frame:8.42e+06 wall_t:7317 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 11:46:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1523.90 total_reward_ma:1454.35 loss:0.2154 fps:1151 +frame:8.43e+06 wall_t:7325 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.35 +2026-01-08 11:46:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1517.00 total_reward_ma:1454.65 loss:0.128 fps:1151 +frame:8.44e+06 wall_t:7333 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.461 +2026-01-08 11:46:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1514.30 total_reward_ma:1454.98 loss:0.06564 fps:1151 +frame:8.45e+06 wall_t:7340 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.479 +2026-01-08 11:46:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1512.20 total_reward_ma:1455.45 loss:0.1553 fps:1151 +frame:8.46e+06 wall_t:7347 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.272 +2026-01-08 11:46:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1529.80 total_reward_ma:1456.29 loss:-0.003083 fps:1152 +frame:8.47e+06 wall_t:7354 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 11:47:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1550.00 total_reward_ma:1457.21 loss:-0.00621 fps:1152 +frame:8.48e+06 wall_t:7362 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.415 +2026-01-08 11:47:08 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1556.20 total_reward_ma:1458.69 loss:0.04671 fps:1152 +frame:8.49e+06 wall_t:7369 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.416 +2026-01-08 11:47:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1555.10 total_reward_ma:1460.16 loss:0.06608 fps:1152 +frame:8.50e+06 wall_t:7376 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.59 +2026-01-08 11:47:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1536.40 total_reward_ma:1461.66 loss:0.05353 fps:1153 +frame:8.51e+06 wall_t:7383 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.566 +2026-01-08 11:47:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1536.50 total_reward_ma:1463.22 loss:0.0341 fps:1153 +frame:8.52e+06 wall_t:7390 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.497 +2026-01-08 11:47:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1519.40 total_reward_ma:1464.46 loss:0.09462 fps:1153 +frame:8.53e+06 wall_t:7398 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.465 +2026-01-08 11:47:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1521.20 total_reward_ma:1465.64 loss:0.03914 fps:1153 +frame:8.54e+06 wall_t:7405 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.364 +2026-01-08 11:47:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1506.40 total_reward_ma:1466.53 loss:0.1081 fps:1153 +frame:8.55e+06 wall_t:7413 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.35 +2026-01-08 11:48:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1482.00 total_reward_ma:1467.53 loss:0.08594 fps:1154 +frame:8.56e+06 wall_t:7420 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.436 +2026-01-08 11:48:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1516.40 total_reward_ma:1468.26 loss:0.1205 fps:1154 +frame:8.57e+06 wall_t:7427 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.574 +2026-01-08 11:48:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1560.40 total_reward_ma:1469.40 loss:0.183 fps:1154 +frame:8.58e+06 wall_t:7436 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.349 +2026-01-08 11:48:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1576.40 total_reward_ma:1470.75 loss:0.03595 fps:1154 +frame:8.59e+06 wall_t:7443 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.332 +2026-01-08 11:48:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1610.90 total_reward_ma:1472.55 loss:0.07136 fps:1154 +frame:8.60e+06 wall_t:7451 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.404 +2026-01-08 11:48:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1623.60 total_reward_ma:1474.74 loss:0.03871 fps:1154 +frame:8.61e+06 wall_t:7458 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.427 +2026-01-08 11:48:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1640.40 total_reward_ma:1477.12 loss:0.1186 fps:1155 +frame:8.62e+06 wall_t:7465 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.54 +2026-01-08 11:48:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1683.70 total_reward_ma:1480.07 loss:0.1035 fps:1155 +frame:8.63e+06 wall_t:7473 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.357 +2026-01-08 11:49:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1642.00 total_reward_ma:1482.74 loss:0.05551 fps:1155 +frame:8.64e+06 wall_t:7480 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.356 +2026-01-08 11:49:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1619.90 total_reward_ma:1485.53 loss:0.1675 fps:1155 +frame:8.65e+06 wall_t:7488 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.67 +2026-01-08 11:49:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1608.80 total_reward_ma:1488.03 loss:0.02855 fps:1155 +frame:8.66e+06 wall_t:7495 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.314 +2026-01-08 11:49:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1568.90 total_reward_ma:1490.01 loss:0.1274 fps:1156 +frame:8.67e+06 wall_t:7503 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.411 +2026-01-08 11:49:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1522.20 total_reward_ma:1491.29 loss:0.09044 fps:1156 +frame:8.68e+06 wall_t:7511 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.254 +2026-01-08 11:49:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1558.10 total_reward_ma:1492.58 loss:0.05677 fps:1156 +frame:8.69e+06 wall_t:7519 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.339 +2026-01-08 11:49:46 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1559.00 total_reward_ma:1493.73 loss:0.08259 fps:1156 +frame:8.70e+06 wall_t:7526 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.466 +2026-01-08 11:49:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1525.60 total_reward_ma:1494.44 loss:0.0585 fps:1156 +frame:8.71e+06 wall_t:7532 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.509 +2026-01-08 11:49:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1512.80 total_reward_ma:1495.03 loss:0.1137 fps:1156 +frame:8.72e+06 wall_t:7540 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.412 +2026-01-08 11:50:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1528.60 total_reward_ma:1495.74 loss:0.08342 fps:1157 +frame:8.73e+06 wall_t:7547 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.537 +2026-01-08 11:50:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1539.60 total_reward_ma:1496.27 loss:-0.01191 fps:1157 +frame:8.74e+06 wall_t:7555 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.335 +2026-01-08 11:50:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1549.30 total_reward_ma:1497.07 loss:0.1465 fps:1157 +frame:8.75e+06 wall_t:7562 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.488 +2026-01-08 11:50:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1551.80 total_reward_ma:1497.82 loss:0.139 fps:1157 +frame:8.76e+06 wall_t:7569 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.391 +2026-01-08 11:50:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1555.30 total_reward_ma:1498.93 loss:0.1836 fps:1158 +frame:8.77e+06 wall_t:7576 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 11:50:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1472.60 total_reward_ma:1498.93 loss:-0.0009517 fps:1158 +frame:8.78e+06 wall_t:7584 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.282 +2026-01-08 11:50:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1448.90 total_reward_ma:1498.49 loss:0.09598 fps:1158 +frame:8.79e+06 wall_t:7591 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.67 +2026-01-08 11:50:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1508.60 total_reward_ma:1498.57 loss:0.01868 fps:1158 +frame:8.80e+06 wall_t:7599 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.235 +2026-01-08 11:51:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1514.00 total_reward_ma:1498.80 loss:0.02217 fps:1158 +frame:8.81e+06 wall_t:7606 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.467 +2026-01-08 11:51:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1550.80 total_reward_ma:1499.97 loss:0.1751 fps:1159 +frame:8.82e+06 wall_t:7613 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.443 +2026-01-08 11:51:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1539.70 total_reward_ma:1500.93 loss:0.07755 fps:1159 +frame:8.83e+06 wall_t:7621 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.401 +2026-01-08 11:51:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1533.00 total_reward_ma:1501.77 loss:0.09664 fps:1159 +frame:8.84e+06 wall_t:7628 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 11:51:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1571.90 total_reward_ma:1503.16 loss:0.1038 fps:1159 +frame:8.85e+06 wall_t:7636 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.51 +2026-01-08 11:51:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1582.90 total_reward_ma:1504.99 loss:0.1191 fps:1159 +frame:8.86e+06 wall_t:7644 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:51:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1594.20 total_reward_ma:1506.92 loss:0.1601 fps:1159 +frame:8.87e+06 wall_t:7651 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.401 +2026-01-08 11:51:58 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1534.90 total_reward_ma:1508.23 loss:0.05477 fps:1160 +frame:8.88e+06 wall_t:7658 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.614 +2026-01-08 11:52:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1542.70 total_reward_ma:1509.90 loss:0.0695 fps:1160 +frame:8.89e+06 wall_t:7666 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 11:52:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1508.00 total_reward_ma:1511.04 loss:0.1886 fps:1160 +frame:8.90e+06 wall_t:7674 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.401 +2026-01-08 11:52:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1521.70 total_reward_ma:1512.24 loss:0.1074 fps:1160 +frame:8.91e+06 wall_t:7682 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.402 +2026-01-08 11:52:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1488.10 total_reward_ma:1513.50 loss:0.1517 fps:1160 +frame:8.92e+06 wall_t:7689 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.346 +2026-01-08 11:52:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1454.10 total_reward_ma:1514.38 loss:0.05844 fps:1160 +frame:8.93e+06 wall_t:7697 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.581 +2026-01-08 11:52:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1484.00 total_reward_ma:1515.47 loss:0.04583 fps:1160 +frame:8.94e+06 wall_t:7705 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.475 +2026-01-08 11:52:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1472.70 total_reward_ma:1516.43 loss:0.03457 fps:1161 +frame:8.95e+06 wall_t:7712 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.425 +2026-01-08 11:52:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1473.90 total_reward_ma:1517.34 loss:0.0915 fps:1161 +frame:8.96e+06 wall_t:7720 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.286 +2026-01-08 11:53:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1481.10 total_reward_ma:1517.77 loss:0.03406 fps:1161 +frame:8.97e+06 wall_t:7727 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.403 +2026-01-08 11:53:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1484.90 total_reward_ma:1517.96 loss:0.0322 fps:1161 +frame:8.98e+06 wall_t:7734 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.554 +2026-01-08 11:53:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1516.80 total_reward_ma:1518.30 loss:0.01168 fps:1161 +frame:8.99e+06 wall_t:7742 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.369 +2026-01-08 11:53:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1508.70 total_reward_ma:1517.98 loss:0.1789 fps:1161 +frame:9.00e+06 wall_t:7750 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.482 +2026-01-08 11:53:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1543.00 total_reward_ma:1518.17 loss:0.06641 fps:1162 +frame:9.01e+06 wall_t:7757 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.415 +2026-01-08 11:53:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1502.20 total_reward_ma:1517.86 loss:0.1339 fps:1162 +frame:9.02e+06 wall_t:7765 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.512 +2026-01-08 11:53:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1515.90 total_reward_ma:1517.91 loss:0.02218 fps:1162 +frame:9.03e+06 wall_t:7772 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.409 +2026-01-08 11:53:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1537.00 total_reward_ma:1518.31 loss:0.04466 fps:1162 +frame:9.04e+06 wall_t:7779 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.586 +2026-01-08 11:54:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1530.00 total_reward_ma:1518.96 loss:0.09402 fps:1162 +frame:9.05e+06 wall_t:7786 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.534 +2026-01-08 11:54:13 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1507.90 total_reward_ma:1519.44 loss:0.05643 fps:1163 +frame:9.06e+06 wall_t:7793 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.462 +2026-01-08 11:54:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1474.40 total_reward_ma:1519.67 loss:0.01841 fps:1163 +frame:9.07e+06 wall_t:7801 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.496 +2026-01-08 11:54:28 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1483.70 total_reward_ma:1520.31 loss:0.127 fps:1163 +frame:9.08e+06 wall_t:7809 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.669 +2026-01-08 11:54:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1494.30 total_reward_ma:1521.04 loss:0.07191 fps:1163 +frame:9.09e+06 wall_t:7816 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.465 +2026-01-08 11:54:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1510.80 total_reward_ma:1521.72 loss:0.1067 fps:1163 +frame:9.10e+06 wall_t:7824 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.623 +2026-01-08 11:54:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1533.50 total_reward_ma:1522.36 loss:0.1175 fps:1163 +frame:9.11e+06 wall_t:7832 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.383 +2026-01-08 11:54:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1505.40 total_reward_ma:1522.44 loss:0.09527 fps:1163 +frame:9.12e+06 wall_t:7840 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.434 +2026-01-08 11:55:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1515.30 total_reward_ma:1522.37 loss:0.0232 fps:1164 +frame:9.13e+06 wall_t:7847 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.593 +2026-01-08 11:55:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1556.70 total_reward_ma:1522.95 loss:0.01995 fps:1164 +frame:9.14e+06 wall_t:7854 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.536 +2026-01-08 11:55:21 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1588.80 total_reward_ma:1523.79 loss:0.08841 fps:1164 +frame:9.15e+06 wall_t:7862 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.397 +2026-01-08 11:55:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1579.30 total_reward_ma:1524.58 loss:0.1158 fps:1164 +frame:9.16e+06 wall_t:7870 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.378 +2026-01-08 11:55:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1570.30 total_reward_ma:1525.05 loss:0.04556 fps:1164 +frame:9.17e+06 wall_t:7877 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.429 +2026-01-08 11:55:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1551.60 total_reward_ma:1525.26 loss:0.04825 fps:1164 +frame:9.18e+06 wall_t:7885 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.5 +2026-01-08 11:55:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1558.50 total_reward_ma:1525.64 loss:0.07012 fps:1164 +frame:9.19e+06 wall_t:7894 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.275 +2026-01-08 11:56:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1563.90 total_reward_ma:1526.28 loss:0.04852 fps:1164 +frame:9.20e+06 wall_t:7902 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.482 +2026-01-08 11:56:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1535.90 total_reward_ma:1526.66 loss:0.1145 fps:1164 +frame:9.21e+06 wall_t:7910 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.39 +2026-01-08 11:56:17 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1506.50 total_reward_ma:1526.77 loss:0.07645 fps:1165 +frame:9.22e+06 wall_t:7917 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 11:56:24 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1512.50 total_reward_ma:1526.92 loss:0.08851 fps:1165 +frame:9.23e+06 wall_t:7924 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.377 +2026-01-08 11:56:31 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1532.50 total_reward_ma:1527.34 loss:0.1051 fps:1165 +frame:9.24e+06 wall_t:7931 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.327 +2026-01-08 11:56:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1564.70 total_reward_ma:1528.09 loss:0.136 fps:1165 +frame:9.25e+06 wall_t:7939 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.4 +2026-01-08 11:56:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1599.40 total_reward_ma:1529.22 loss:0.03794 fps:1165 +frame:9.26e+06 wall_t:7947 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.651 +2026-01-08 11:56:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1598.80 total_reward_ma:1530.58 loss:0.09467 fps:1165 +frame:9.27e+06 wall_t:7955 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.504 +2026-01-08 11:57:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1577.20 total_reward_ma:1531.71 loss:0.06351 fps:1165 +frame:9.28e+06 wall_t:7964 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.348 +2026-01-08 11:57:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1589.70 total_reward_ma:1532.77 loss:0.06213 fps:1165 +frame:9.29e+06 wall_t:7972 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.408 +2026-01-08 11:57:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1611.60 total_reward_ma:1534.05 loss:0.09577 fps:1165 +frame:9.30e+06 wall_t:7980 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 11:57:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1626.60 total_reward_ma:1535.35 loss:0.04965 fps:1166 +frame:9.31e+06 wall_t:7987 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.577 +2026-01-08 11:57:34 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1607.90 total_reward_ma:1536.41 loss:0.0865 fps:1166 +frame:9.32e+06 wall_t:7994 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.565 +2026-01-08 11:57:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1624.90 total_reward_ma:1537.92 loss:-0.003952 fps:1166 +frame:9.33e+06 wall_t:8002 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.45 +2026-01-08 11:57:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1574.70 total_reward_ma:1538.77 loss:0.07187 fps:1166 +frame:9.34e+06 wall_t:8009 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 11:57:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1562.20 total_reward_ma:1539.39 loss:0.06129 fps:1166 +frame:9.35e+06 wall_t:8016 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.557 +2026-01-08 11:58:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1573.80 total_reward_ma:1540.06 loss:0.1016 fps:1167 +frame:9.36e+06 wall_t:8024 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.287 +2026-01-08 11:58:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1599.90 total_reward_ma:1541.21 loss:0.03634 fps:1167 +frame:9.37e+06 wall_t:8031 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.31 +2026-01-08 11:58:19 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1609.20 total_reward_ma:1542.30 loss:0.1593 fps:1167 +frame:9.38e+06 wall_t:8039 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.447 +2026-01-08 11:58:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1608.40 total_reward_ma:1543.37 loss:0.0354 fps:1167 +frame:9.39e+06 wall_t:8046 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.297 +2026-01-08 11:58:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1621.80 total_reward_ma:1544.86 loss:0.07921 fps:1167 +frame:9.40e+06 wall_t:8054 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 11:58:41 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1637.80 total_reward_ma:1546.15 loss:0.131 fps:1167 +frame:9.41e+06 wall_t:8062 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.411 +2026-01-08 11:58:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1598.50 total_reward_ma:1546.99 loss:0.06682 fps:1167 +frame:9.42e+06 wall_t:8069 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.479 +2026-01-08 11:58:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1615.90 total_reward_ma:1547.91 loss:0.05205 fps:1168 +frame:9.43e+06 wall_t:8076 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 11:59:03 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1582.60 total_reward_ma:1548.57 loss:0.03541 fps:1168 +frame:9.44e+06 wall_t:8084 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.393 +2026-01-08 11:59:10 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1593.40 total_reward_ma:1549.36 loss:0.06112 fps:1168 +frame:9.45e+06 wall_t:8091 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:59:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1544.00 total_reward_ma:1549.68 loss:0.1665 fps:1168 +frame:9.46e+06 wall_t:8098 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.539 +2026-01-08 11:59:25 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1542.20 total_reward_ma:1549.80 loss:0.02519 fps:1168 +frame:9.47e+06 wall_t:8105 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.318 +2026-01-08 11:59:32 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1533.20 total_reward_ma:1549.63 loss:0.03944 fps:1168 +frame:9.48e+06 wall_t:8113 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.304 +2026-01-08 11:59:39 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1544.90 total_reward_ma:1549.52 loss:0.01982 fps:1169 +frame:9.49e+06 wall_t:8120 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.425 +2026-01-08 11:59:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.70 total_reward_ma:1549.24 loss:0.09444 fps:1169 +frame:9.50e+06 wall_t:8127 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 11:59:54 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1543.10 total_reward_ma:1549.30 loss:0.1019 fps:1169 +frame:9.51e+06 wall_t:8134 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.263 +2026-01-08 12:00:01 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1527.20 total_reward_ma:1549.21 loss:0.101 fps:1169 +frame:9.52e+06 wall_t:8142 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.459 +2026-01-08 12:00:09 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1538.40 total_reward_ma:1549.40 loss:0.08001 fps:1169 +frame:9.53e+06 wall_t:8149 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 12:00:16 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1513.70 total_reward_ma:1549.33 loss:0.1149 fps:1170 +frame:9.54e+06 wall_t:8156 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.374 +2026-01-08 12:00:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1520.90 total_reward_ma:1549.47 loss:0.08383 fps:1170 +frame:9.55e+06 wall_t:8164 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 12:00:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.30 total_reward_ma:1549.91 loss:0.06598 fps:1170 +frame:9.56e+06 wall_t:8170 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 12:00:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1521.10 total_reward_ma:1549.96 loss:-0.005998 fps:1170 +frame:9.57e+06 wall_t:8178 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.342 +2026-01-08 12:00:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.80 total_reward_ma:1549.62 loss:0.1153 fps:1170 +frame:9.58e+06 wall_t:8185 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 12:00:52 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.80 total_reward_ma:1549.13 loss:0.03188 fps:1171 +frame:9.59e+06 wall_t:8192 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.543 +2026-01-08 12:00:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1564.90 total_reward_ma:1548.67 loss:0.05184 fps:1171 +frame:9.60e+06 wall_t:8200 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.305 +2026-01-08 12:01:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1556.00 total_reward_ma:1547.99 loss:0.06701 fps:1171 +frame:9.61e+06 wall_t:8208 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.373 +2026-01-08 12:01:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1556.30 total_reward_ma:1547.15 loss:0.03817 fps:1171 +frame:9.62e+06 wall_t:8215 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.393 +2026-01-08 12:01:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1533.00 total_reward_ma:1545.65 loss:0.02498 fps:1171 +frame:9.63e+06 wall_t:8223 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.234 +2026-01-08 12:01:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1527.50 total_reward_ma:1544.50 loss:0.1319 fps:1171 +frame:9.64e+06 wall_t:8230 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.525 +2026-01-08 12:01:37 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1494.10 total_reward_ma:1543.24 loss:-0.002616 fps:1172 +frame:9.65e+06 wall_t:8237 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.51 +2026-01-08 12:01:44 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1501.10 total_reward_ma:1542.17 loss:0.1283 fps:1172 +frame:9.66e+06 wall_t:8245 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.322 +2026-01-08 12:01:51 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1489.50 total_reward_ma:1541.37 loss:0.09743 fps:1172 +frame:9.67e+06 wall_t:8252 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.333 +2026-01-08 12:01:59 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1499.70 total_reward_ma:1541.15 loss:0.02397 fps:1172 +frame:9.68e+06 wall_t:8259 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.527 +2026-01-08 12:02:06 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1492.90 total_reward_ma:1540.49 loss:0.02867 fps:1172 +frame:9.69e+06 wall_t:8267 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.349 +2026-01-08 12:02:14 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1486.30 total_reward_ma:1539.77 loss:0.05353 fps:1172 +frame:9.70e+06 wall_t:8275 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.42 +2026-01-08 12:02:23 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1540.40 total_reward_ma:1539.92 loss:0.03768 fps:1172 +frame:9.71e+06 wall_t:8283 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.348 +2026-01-08 12:02:30 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1583.40 total_reward_ma:1540.62 loss:0.1423 fps:1172 +frame:9.72e+06 wall_t:8291 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.456 +2026-01-08 12:02:38 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1581.20 total_reward_ma:1541.15 loss:0.1113 fps:1173 +frame:9.73e+06 wall_t:8298 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.498 +2026-01-08 12:02:45 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1613.10 total_reward_ma:1541.88 loss:0.07262 fps:1173 +frame:9.74e+06 wall_t:8306 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.301 +2026-01-08 12:02:53 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1627.30 total_reward_ma:1542.66 loss:0.1286 fps:1173 +frame:9.75e+06 wall_t:8313 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.361 +2026-01-08 12:03:00 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1624.30 total_reward_ma:1543.39 loss:0.1148 fps:1173 +frame:9.76e+06 wall_t:8320 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.22 +2026-01-08 12:03:07 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1588.60 total_reward_ma:1543.72 loss:0.06062 fps:1173 +frame:9.77e+06 wall_t:8327 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.479 +2026-01-08 12:03:15 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1591.30 total_reward_ma:1544.91 loss:0.1045 fps:1173 +frame:9.78e+06 wall_t:8335 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.496 +2026-01-08 12:03:22 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1566.70 total_reward_ma:1546.08 loss:0.06394 fps:1174 +frame:9.79e+06 wall_t:8342 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.247 +2026-01-08 12:03:29 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1526.90 total_reward_ma:1546.27 loss:0.1345 fps:1174 +frame:9.80e+06 wall_t:8349 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.572 +2026-01-08 12:03:36 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1485.40 total_reward_ma:1545.98 loss:0.09227 fps:1174 +frame:9.81e+06 wall_t:8356 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.406 +2026-01-08 12:03:43 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1489.30 total_reward_ma:1545.37 loss:0.078 fps:1174 +frame:9.82e+06 wall_t:8363 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.334 +2026-01-08 12:03:50 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1474.80 total_reward_ma:1544.72 loss:0.08107 fps:1174 +frame:9.83e+06 wall_t:8370 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.409 +2026-01-08 12:03:57 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1489.20 total_reward_ma:1544.28 loss:0.03089 fps:1175 +frame:9.84e+06 wall_t:8378 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.436 +2026-01-08 12:04:05 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1520.00 total_reward_ma:1543.76 loss:0.03924 fps:1175 +frame:9.85e+06 wall_t:8385 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.472 +2026-01-08 12:04:12 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1521.00 total_reward_ma:1543.14 loss:0.226 fps:1175 +frame:9.86e+06 wall_t:8393 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.299 +2026-01-08 12:04:20 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1513.90 total_reward_ma:1542.34 loss:0.04293 fps:1175 +frame:9.87e+06 wall_t:8400 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.311 +2026-01-08 12:04:27 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1514.20 total_reward_ma:1542.13 loss:0.06378 fps:1175 +frame:9.88e+06 wall_t:8407 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.543 +2026-01-08 12:04:35 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1546.10 total_reward_ma:1542.17 loss:0.06815 fps:1175 +frame:9.89e+06 wall_t:8415 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.165 +2026-01-08 12:04:42 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1538.40 total_reward_ma:1542.47 loss:0.1449 fps:1175 +frame:9.90e+06 wall_t:8422 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.426 +2026-01-08 12:04:49 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1548.50 total_reward_ma:1542.74 loss:0.08799 fps:1176 +frame:9.91e+06 wall_t:8429 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.571 +2026-01-08 12:04:56 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1516.40 total_reward_ma:1543.02 loss:0.07335 fps:1176 +frame:9.92e+06 wall_t:8437 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.442 +2026-01-08 12:05:04 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1504.00 total_reward_ma:1543.52 loss:0.1202 fps:1176 +frame:9.93e+06 wall_t:8444 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.425 +2026-01-08 12:05:11 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1518.40 total_reward_ma:1543.86 loss:0.06033 fps:1176 +frame:9.94e+06 wall_t:8451 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.284 +2026-01-08 12:05:18 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1478.60 total_reward_ma:1543.92 loss:0.07458 fps:1176 +frame:9.95e+06 wall_t:8459 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.274 +2026-01-08 12:05:26 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1477.60 total_reward_ma:1543.96 loss:0.1496 fps:1176 +frame:9.96e+06 wall_t:8466 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.342 +2026-01-08 12:05:33 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1480.90 total_reward_ma:1543.96 loss:0.1298 fps:1177 +frame:9.97e+06 wall_t:8473 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.336 +2026-01-08 12:05:40 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1493.10 total_reward_ma:1544.04 loss:0.136 fps:1177 +frame:9.98e+06 wall_t:8481 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.296 +2026-01-08 12:05:47 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1515.20 total_reward_ma:1544.02 loss:0.09305 fps:1177 +frame:9.99e+06 wall_t:8488 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.422 +2026-01-08 12:05:55 | INFO | PID:1823 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_alien_t0_s1 [train] +total_reward:1513.90 total_reward_ma:1544.08 loss:0.00457 fps:1177 +frame:1.00e+07 wall_t:8496 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.254 +2026-01-08 12:05:56 | INFO | PID:1823 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s2.log b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..1cb35506dae86879ed89595d8a46f9094cef76c3 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 09:44:17 | INFO | PID:1824 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:44:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:151.43 total_reward_ma:151.43 loss:-0.02315 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.843 +2026-01-08 09:45:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:177.62 total_reward_ma:164.52 loss:-0.02102 fps:465.1 +frame:2.00e+04 wall_t:43 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.834 +2026-01-08 09:45:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:205.88 total_reward_ma:178.31 loss:-0.02162 fps:612.2 +frame:3.00e+04 wall_t:49 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.793 +2026-01-08 09:45:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:225.71 total_reward_ma:190.16 loss:-0.02305 fps:701.8 +frame:4.00e+04 wall_t:57 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.753 +2026-01-08 09:45:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:237.54 total_reward_ma:199.64 loss:-0.0224 fps:757.6 +frame:5.00e+04 wall_t:66 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.739 +2026-01-08 09:45:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:247.50 total_reward_ma:207.61 loss:-0.009767 fps:800 +frame:6.00e+04 wall_t:75 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.673 +2026-01-08 09:45:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:271.36 total_reward_ma:216.72 loss:-0.0121 fps:823.5 +frame:7.00e+04 wall_t:85 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.621 +2026-01-08 09:45:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:305.50 total_reward_ma:227.82 loss:-0.014 fps:851.1 +frame:8.00e+04 wall_t:94 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.558 +2026-01-08 09:46:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:326.70 total_reward_ma:238.81 loss:-0.0163 fps:882.4 +frame:9.00e+04 wall_t:102 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.488 +2026-01-08 09:46:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:364.20 total_reward_ma:251.34 loss:-0.004943 fps:900.9 +frame:1.00e+05 wall_t:111 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.441 +2026-01-08 09:46:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:375.50 total_reward_ma:262.63 loss:-0.008353 fps:909.1 +frame:1.10e+05 wall_t:121 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.396 +2026-01-08 09:46:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:390.30 total_reward_ma:273.27 loss:0.000193 fps:923.1 +frame:1.20e+05 wall_t:130 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.374 +2026-01-08 09:46:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:409.80 total_reward_ma:283.77 loss:0.0002212 fps:935.3 +frame:1.30e+05 wall_t:139 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.324 +2026-01-08 09:46:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:405.40 total_reward_ma:292.46 loss:0.007398 fps:945.9 +frame:1.40e+05 wall_t:148 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.266 +2026-01-08 09:46:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:401.50 total_reward_ma:299.73 loss:-0.01523 fps:955.4 +frame:1.50e+05 wall_t:157 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.336 +2026-01-08 09:47:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:439.80 total_reward_ma:308.48 loss:0.01094 fps:963.9 +frame:1.60e+05 wall_t:166 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.256 +2026-01-08 09:47:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:434.60 total_reward_ma:315.90 loss:0.01789 fps:965.9 +frame:1.70e+05 wall_t:176 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.141 +2026-01-08 09:47:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:452.20 total_reward_ma:323.47 loss:0.01283 fps:978.3 +frame:1.80e+05 wall_t:184 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.182 +2026-01-08 09:47:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:455.30 total_reward_ma:330.41 loss:0.01596 fps:979.4 +frame:1.90e+05 wall_t:194 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.173 +2026-01-08 09:47:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:476.10 total_reward_ma:337.70 loss:0.03693 fps:980.4 +frame:2.00e+05 wall_t:204 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.004 +2026-01-08 09:47:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:476.20 total_reward_ma:344.29 loss:0.01318 fps:985.9 +frame:2.10e+05 wall_t:213 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.097 +2026-01-08 09:48:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:455.30 total_reward_ma:349.34 loss:0.03382 fps:991 +frame:2.20e+05 wall_t:222 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.103 +2026-01-08 09:48:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:450.30 total_reward_ma:353.73 loss:0.03678 fps:995.7 +frame:2.30e+05 wall_t:231 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.121 +2026-01-08 09:48:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:442.10 total_reward_ma:357.41 loss:0.02871 fps:1000 +frame:2.40e+05 wall_t:240 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.172 +2026-01-08 09:48:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:437.60 total_reward_ma:360.62 loss:0.02927 fps:1000 +frame:2.50e+05 wall_t:250 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.079 +2026-01-08 09:48:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:457.00 total_reward_ma:364.32 loss:0.04013 fps:1008 +frame:2.60e+05 wall_t:258 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.117 +2026-01-08 09:48:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:472.30 total_reward_ma:368.32 loss:0.05528 fps:1015 +frame:2.70e+05 wall_t:266 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.081 +2026-01-08 09:48:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:473.70 total_reward_ma:372.09 loss:0.03492 fps:1022 +frame:2.80e+05 wall_t:274 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.159 +2026-01-08 09:49:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:494.30 total_reward_ma:376.30 loss:0.007477 fps:1025 +frame:2.90e+05 wall_t:283 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.175 +2026-01-08 09:49:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:517.90 total_reward_ma:381.02 loss:0.02472 fps:1024 +frame:3.00e+05 wall_t:293 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.01 +2026-01-08 09:49:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:530.00 total_reward_ma:385.83 loss:0.03972 fps:1023 +frame:3.10e+05 wall_t:303 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.98 +2026-01-08 09:49:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:540.60 total_reward_ma:390.66 loss:0.0406 fps:1022 +frame:3.20e+05 wall_t:313 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.033 +2026-01-08 09:49:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:503.80 total_reward_ma:394.09 loss:0.04325 fps:1022 +frame:3.30e+05 wall_t:323 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.981 +2026-01-08 09:49:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:510.90 total_reward_ma:397.53 loss:0.04372 fps:1024 +frame:3.40e+05 wall_t:332 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.035 +2026-01-08 09:50:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:518.70 total_reward_ma:400.99 loss:0.05921 fps:1029 +frame:3.50e+05 wall_t:340 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.829 +2026-01-08 09:50:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:504.20 total_reward_ma:403.86 loss:0.0895 fps:1032 +frame:3.60e+05 wall_t:349 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.709 +2026-01-08 09:50:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:501.50 total_reward_ma:406.50 loss:0.09644 fps:1034 +frame:3.70e+05 wall_t:358 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.854 +2026-01-08 09:50:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:504.00 total_reward_ma:409.06 loss:0.1253 fps:1033 +frame:3.80e+05 wall_t:368 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.781 +2026-01-08 09:50:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:503.10 total_reward_ma:411.47 loss:0.08267 fps:1037 +frame:3.90e+05 wall_t:376 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.864 +2026-01-08 09:50:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:534.00 total_reward_ma:414.54 loss:0.04492 fps:1036 +frame:4.00e+05 wall_t:386 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.836 +2026-01-08 09:50:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:525.70 total_reward_ma:417.25 loss:0.07347 fps:1035 +frame:4.10e+05 wall_t:396 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.825 +2026-01-08 09:51:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:570.10 total_reward_ma:420.89 loss:0.1085 fps:1034 +frame:4.20e+05 wall_t:406 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.673 +2026-01-08 09:51:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:586.70 total_reward_ma:424.74 loss:0.06206 fps:1039 +frame:4.30e+05 wall_t:414 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.741 +2026-01-08 09:51:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:587.90 total_reward_ma:428.45 loss:0.09567 fps:1040 +frame:4.40e+05 wall_t:423 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.716 +2026-01-08 09:51:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:622.40 total_reward_ma:432.76 loss:0.1024 fps:1042 +frame:4.50e+05 wall_t:432 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.661 +2026-01-08 09:51:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:632.40 total_reward_ma:437.10 loss:0.1129 fps:1043 +frame:4.60e+05 wall_t:441 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.698 +2026-01-08 09:51:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:667.80 total_reward_ma:442.01 loss:0.1006 fps:1044 +frame:4.70e+05 wall_t:450 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.546 +2026-01-08 09:51:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:630.10 total_reward_ma:445.93 loss:0.123 fps:1046 +frame:4.80e+05 wall_t:459 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.64 +2026-01-08 09:52:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:663.10 total_reward_ma:450.36 loss:0.09225 fps:1047 +frame:4.90e+05 wall_t:468 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.798 +2026-01-08 09:52:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:682.40 total_reward_ma:455.00 loss:0.1269 fps:1048 +frame:5.00e+05 wall_t:477 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.857 +2026-01-08 09:52:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:682.00 total_reward_ma:459.45 loss:0.07237 fps:1052 +frame:5.10e+05 wall_t:485 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.806 +2026-01-08 09:52:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:658.40 total_reward_ma:463.28 loss:0.08971 fps:1053 +frame:5.20e+05 wall_t:494 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.829 +2026-01-08 09:52:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:622.60 total_reward_ma:466.28 loss:0.08783 fps:1054 +frame:5.30e+05 wall_t:503 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.555 +2026-01-08 09:52:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:633.20 total_reward_ma:469.37 loss:0.08404 fps:1053 +frame:5.40e+05 wall_t:513 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.703 +2026-01-08 09:53:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:622.10 total_reward_ma:472.15 loss:0.1094 fps:1050 +frame:5.50e+05 wall_t:524 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.78 +2026-01-08 09:53:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:610.80 total_reward_ma:474.63 loss:0.0913 fps:1049 +frame:5.60e+05 wall_t:534 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.766 +2026-01-08 09:53:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:613.50 total_reward_ma:477.06 loss:0.01848 fps:1052 +frame:5.70e+05 wall_t:542 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.788 +2026-01-08 09:53:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:629.60 total_reward_ma:479.69 loss:0.08047 fps:1051 +frame:5.80e+05 wall_t:552 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.628 +2026-01-08 09:53:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:649.70 total_reward_ma:482.58 loss:0.09869 fps:1050 +frame:5.90e+05 wall_t:562 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.664 +2026-01-08 09:53:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:646.10 total_reward_ma:485.30 loss:0.02439 fps:1053 +frame:6.00e+05 wall_t:570 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.789 +2026-01-08 09:53:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:651.30 total_reward_ma:488.02 loss:0.1022 fps:1055 +frame:6.10e+05 wall_t:578 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.7 +2026-01-08 09:54:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:633.70 total_reward_ma:490.37 loss:0.09764 fps:1054 +frame:6.20e+05 wall_t:588 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.712 +2026-01-08 09:54:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:621.00 total_reward_ma:492.45 loss:0.1198 fps:1057 +frame:6.30e+05 wall_t:596 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.591 +2026-01-08 09:54:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:596.50 total_reward_ma:494.07 loss:0.05808 fps:1056 +frame:6.40e+05 wall_t:606 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.684 +2026-01-08 09:54:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:591.20 total_reward_ma:495.57 loss:0.0779 fps:1057 +frame:6.50e+05 wall_t:615 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.721 +2026-01-08 09:54:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:579.70 total_reward_ma:496.84 loss:0.1204 fps:1058 +frame:6.60e+05 wall_t:624 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.632 +2026-01-08 09:54:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:582.20 total_reward_ma:498.11 loss:0.1073 fps:1058 +frame:6.70e+05 wall_t:633 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.625 +2026-01-08 09:55:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:580.00 total_reward_ma:499.32 loss:0.07269 fps:1058 +frame:6.80e+05 wall_t:643 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.561 +2026-01-08 09:55:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:586.80 total_reward_ma:500.59 loss:0.06961 fps:1060 +frame:6.90e+05 wall_t:651 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.627 +2026-01-08 09:55:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:590.90 total_reward_ma:501.88 loss:0.08585 fps:1061 +frame:7.00e+05 wall_t:660 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.491 +2026-01-08 09:55:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:587.30 total_reward_ma:503.08 loss:0.0774 fps:1063 +frame:7.10e+05 wall_t:668 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.593 +2026-01-08 09:55:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:591.00 total_reward_ma:504.30 loss:0.1146 fps:1064 +frame:7.20e+05 wall_t:677 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.519 +2026-01-08 09:55:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:604.10 total_reward_ma:505.67 loss:0.08705 fps:1063 +frame:7.30e+05 wall_t:687 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.579 +2026-01-08 09:55:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:615.30 total_reward_ma:507.15 loss:0.07586 fps:1065 +frame:7.40e+05 wall_t:695 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.642 +2026-01-08 09:56:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:630.90 total_reward_ma:508.80 loss:0.1251 fps:1065 +frame:7.50e+05 wall_t:704 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.535 +2026-01-08 09:56:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:638.80 total_reward_ma:510.51 loss:0.104 fps:1066 +frame:7.60e+05 wall_t:713 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.481 +2026-01-08 09:56:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:637.70 total_reward_ma:512.16 loss:0.175 fps:1066 +frame:7.70e+05 wall_t:722 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.402 +2026-01-08 09:56:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:643.70 total_reward_ma:513.85 loss:0.106 fps:1067 +frame:7.80e+05 wall_t:731 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.403 +2026-01-08 09:56:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:642.60 total_reward_ma:515.48 loss:0.1655 fps:1068 +frame:7.90e+05 wall_t:740 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.636 +2026-01-08 09:56:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:647.80 total_reward_ma:517.13 loss:0.09133 fps:1070 +frame:8.00e+05 wall_t:748 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.651 +2026-01-08 09:56:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:657.70 total_reward_ma:518.87 loss:0.1408 fps:1070 +frame:8.10e+05 wall_t:757 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.502 +2026-01-08 09:57:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:659.20 total_reward_ma:520.58 loss:0.1509 fps:1069 +frame:8.20e+05 wall_t:767 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.473 +2026-01-08 09:57:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:648.20 total_reward_ma:522.12 loss:0.1174 fps:1070 +frame:8.30e+05 wall_t:776 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.372 +2026-01-08 09:57:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:653.60 total_reward_ma:523.68 loss:0.06578 fps:1070 +frame:8.40e+05 wall_t:785 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.403 +2026-01-08 09:57:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:658.90 total_reward_ma:525.27 loss:0.1331 fps:1071 +frame:8.50e+05 wall_t:794 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.601 +2026-01-08 09:57:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:667.60 total_reward_ma:526.93 loss:0.1013 fps:1070 +frame:8.60e+05 wall_t:804 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.525 +2026-01-08 09:57:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:666.20 total_reward_ma:528.53 loss:0.1133 fps:1070 +frame:8.70e+05 wall_t:813 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.409 +2026-01-08 09:58:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:674.30 total_reward_ma:530.18 loss:0.1191 fps:1071 +frame:8.80e+05 wall_t:822 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.503 +2026-01-08 09:58:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:679.50 total_reward_ma:531.86 loss:0.122 fps:1071 +frame:8.90e+05 wall_t:831 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.329 +2026-01-08 09:58:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:669.70 total_reward_ma:533.39 loss:0.1733 fps:1071 +frame:9.00e+05 wall_t:840 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.448 +2026-01-08 09:58:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:659.90 total_reward_ma:534.78 loss:0.1316 fps:1071 +frame:9.10e+05 wall_t:850 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.41 +2026-01-08 09:58:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:657.50 total_reward_ma:536.12 loss:0.1628 fps:1071 +frame:9.20e+05 wall_t:859 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.31 +2026-01-08 09:58:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:655.60 total_reward_ma:537.40 loss:0.1011 fps:1071 +frame:9.30e+05 wall_t:868 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.473 +2026-01-08 09:58:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:662.00 total_reward_ma:538.73 loss:0.1379 fps:1072 +frame:9.40e+05 wall_t:877 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.567 +2026-01-08 09:59:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:667.60 total_reward_ma:540.08 loss:0.1894 fps:1072 +frame:9.50e+05 wall_t:886 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.487 +2026-01-08 09:59:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:672.00 total_reward_ma:541.46 loss:0.1465 fps:1071 +frame:9.60e+05 wall_t:896 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.347 +2026-01-08 09:59:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:659.70 total_reward_ma:542.68 loss:0.1113 fps:1072 +frame:9.70e+05 wall_t:905 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.531 +2026-01-08 09:59:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:672.10 total_reward_ma:544.00 loss:0.1425 fps:1073 +frame:9.80e+05 wall_t:913 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.416 +2026-01-08 09:59:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:678.60 total_reward_ma:545.36 loss:0.1589 fps:1073 +frame:9.90e+05 wall_t:923 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.498 +2026-01-08 09:59:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:678.70 total_reward_ma:546.69 loss:0.08917 fps:1073 +frame:1.00e+06 wall_t:932 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.555 +2026-01-08 10:00:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:683.20 total_reward_ma:552.01 loss:0.1829 fps:1073 +frame:1.01e+06 wall_t:941 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.255 +2026-01-08 10:00:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:691.80 total_reward_ma:557.15 loss:0.1748 fps:1074 +frame:1.02e+06 wall_t:950 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.26 +2026-01-08 10:00:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:692.90 total_reward_ma:562.02 loss:0.1099 fps:1075 +frame:1.03e+06 wall_t:958 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.473 +2026-01-08 10:00:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:690.90 total_reward_ma:566.67 loss:0.1789 fps:1075 +frame:1.04e+06 wall_t:967 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.255 +2026-01-08 10:00:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:685.40 total_reward_ma:571.15 loss:0.07182 fps:1076 +frame:1.05e+06 wall_t:976 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.302 +2026-01-08 10:00:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:687.40 total_reward_ma:575.55 loss:0.09029 fps:1076 +frame:1.06e+06 wall_t:985 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.403 +2026-01-08 10:00:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:689.30 total_reward_ma:579.73 loss:0.1086 fps:1075 +frame:1.07e+06 wall_t:995 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.465 +2026-01-08 10:01:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:689.00 total_reward_ma:583.57 loss:0.1257 fps:1075 +frame:1.08e+06 wall_t:1005 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.415 +2026-01-08 10:01:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:691.40 total_reward_ma:587.21 loss:0.1345 fps:1075 +frame:1.09e+06 wall_t:1014 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.452 +2026-01-08 10:01:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:686.60 total_reward_ma:590.44 loss:0.1595 fps:1075 +frame:1.10e+06 wall_t:1023 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.395 +2026-01-08 10:01:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:695.00 total_reward_ma:593.63 loss:0.14 fps:1077 +frame:1.11e+06 wall_t:1031 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.524 +2026-01-08 10:01:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:697.40 total_reward_ma:596.70 loss:0.1269 fps:1077 +frame:1.12e+06 wall_t:1040 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.57 +2026-01-08 10:01:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:698.50 total_reward_ma:599.59 loss:0.1619 fps:1075 +frame:1.13e+06 wall_t:1051 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.448 +2026-01-08 10:02:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:694.40 total_reward_ma:602.48 loss:0.05532 fps:1075 +frame:1.14e+06 wall_t:1060 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.516 +2026-01-08 10:02:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:705.70 total_reward_ma:605.52 loss:0.1838 fps:1075 +frame:1.15e+06 wall_t:1070 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.321 +2026-01-08 10:02:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:703.20 total_reward_ma:608.15 loss:0.09084 fps:1075 +frame:1.16e+06 wall_t:1079 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.316 +2026-01-08 10:02:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:714.10 total_reward_ma:610.95 loss:0.116 fps:1075 +frame:1.17e+06 wall_t:1088 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.509 +2026-01-08 10:02:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:713.30 total_reward_ma:613.56 loss:0.1049 fps:1076 +frame:1.18e+06 wall_t:1097 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.593 +2026-01-08 10:02:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:726.00 total_reward_ma:616.27 loss:0.1462 fps:1077 +frame:1.19e+06 wall_t:1105 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.46 +2026-01-08 10:02:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:720.00 total_reward_ma:618.71 loss:0.1732 fps:1076 +frame:1.20e+06 wall_t:1115 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.339 +2026-01-08 10:03:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:717.60 total_reward_ma:621.12 loss:0.1066 fps:1077 +frame:1.21e+06 wall_t:1124 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.412 +2026-01-08 10:03:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:708.00 total_reward_ma:623.65 loss:0.1396 fps:1077 +frame:1.22e+06 wall_t:1133 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.511 +2026-01-08 10:03:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:709.40 total_reward_ma:626.24 loss:0.1252 fps:1078 +frame:1.23e+06 wall_t:1141 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.492 +2026-01-08 10:03:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:703.70 total_reward_ma:628.86 loss:0.2025 fps:1078 +frame:1.24e+06 wall_t:1150 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.382 +2026-01-08 10:03:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:711.10 total_reward_ma:631.59 loss:0.1002 fps:1079 +frame:1.25e+06 wall_t:1158 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.603 +2026-01-08 10:03:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:727.50 total_reward_ma:634.30 loss:0.1444 fps:1080 +frame:1.26e+06 wall_t:1167 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.43 +2026-01-08 10:03:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:728.80 total_reward_ma:636.86 loss:0.09404 fps:1080 +frame:1.27e+06 wall_t:1176 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.655 +2026-01-08 10:04:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:736.30 total_reward_ma:639.49 loss:0.1103 fps:1080 +frame:1.28e+06 wall_t:1185 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.337 +2026-01-08 10:04:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:741.30 total_reward_ma:641.96 loss:0.09109 fps:1081 +frame:1.29e+06 wall_t:1193 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.602 +2026-01-08 10:04:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:745.30 total_reward_ma:644.23 loss:0.06929 fps:1082 +frame:1.30e+06 wall_t:1202 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.327 +2026-01-08 10:04:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:739.10 total_reward_ma:646.32 loss:0.09767 fps:1083 +frame:1.31e+06 wall_t:1210 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.401 +2026-01-08 10:04:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:732.70 total_reward_ma:648.24 loss:0.1531 fps:1083 +frame:1.32e+06 wall_t:1219 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.469 +2026-01-08 10:04:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:734.60 total_reward_ma:650.55 loss:0.07277 fps:1083 +frame:1.33e+06 wall_t:1228 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.248 +2026-01-08 10:04:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:739.10 total_reward_ma:652.83 loss:0.1267 fps:1083 +frame:1.34e+06 wall_t:1237 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.437 +2026-01-08 10:05:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:749.50 total_reward_ma:655.14 loss:0.09523 fps:1083 +frame:1.35e+06 wall_t:1246 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.538 +2026-01-08 10:05:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.80 total_reward_ma:657.55 loss:0.0984 fps:1084 +frame:1.36e+06 wall_t:1255 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.511 +2026-01-08 10:05:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:746.70 total_reward_ma:660.00 loss:0.07278 fps:1085 +frame:1.37e+06 wall_t:1263 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.738 +2026-01-08 10:05:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.60 total_reward_ma:662.40 loss:0.08507 fps:1086 +frame:1.38e+06 wall_t:1271 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.376 +2026-01-08 10:05:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.00 total_reward_ma:664.81 loss:0.1292 fps:1086 +frame:1.39e+06 wall_t:1280 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.422 +2026-01-08 10:05:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:750.20 total_reward_ma:666.97 loss:0.1495 fps:1087 +frame:1.40e+06 wall_t:1288 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.294 +2026-01-08 10:05:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:743.20 total_reward_ma:669.15 loss:0.08931 fps:1087 +frame:1.41e+06 wall_t:1297 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.417 +2026-01-08 10:06:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.30 total_reward_ma:670.89 loss:0.1001 fps:1086 +frame:1.42e+06 wall_t:1307 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.504 +2026-01-08 10:06:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.10 total_reward_ma:672.47 loss:0.06326 fps:1086 +frame:1.43e+06 wall_t:1317 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.271 +2026-01-08 10:06:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:747.80 total_reward_ma:674.07 loss:0.1089 fps:1086 +frame:1.44e+06 wall_t:1326 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.303 +2026-01-08 10:06:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:743.50 total_reward_ma:675.28 loss:0.1444 fps:1086 +frame:1.45e+06 wall_t:1335 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.209 +2026-01-08 10:06:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.10 total_reward_ma:676.39 loss:0.2125 fps:1086 +frame:1.46e+06 wall_t:1345 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.375 +2026-01-08 10:06:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:751.50 total_reward_ma:677.23 loss:0.1816 fps:1086 +frame:1.47e+06 wall_t:1354 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.34 +2026-01-08 10:07:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:750.30 total_reward_ma:678.43 loss:0.09242 fps:1086 +frame:1.48e+06 wall_t:1363 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.351 +2026-01-08 10:07:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:756.30 total_reward_ma:679.36 loss:0.1169 fps:1086 +frame:1.49e+06 wall_t:1372 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.366 +2026-01-08 10:07:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:752.20 total_reward_ma:680.06 loss:0.1546 fps:1086 +frame:1.50e+06 wall_t:1381 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.239 +2026-01-08 10:07:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:751.30 total_reward_ma:680.75 loss:0.1567 fps:1087 +frame:1.51e+06 wall_t:1389 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.507 +2026-01-08 10:07:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:753.50 total_reward_ma:681.71 loss:0.04622 fps:1087 +frame:1.52e+06 wall_t:1398 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.349 +2026-01-08 10:07:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:747.70 total_reward_ma:682.96 loss:0.09186 fps:1087 +frame:1.53e+06 wall_t:1407 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.384 +2026-01-08 10:07:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:753.20 total_reward_ma:684.16 loss:0.1126 fps:1088 +frame:1.54e+06 wall_t:1415 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.366 +2026-01-08 10:08:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:750.30 total_reward_ma:685.44 loss:0.08945 fps:1088 +frame:1.55e+06 wall_t:1425 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.334 +2026-01-08 10:08:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:753.10 total_reward_ma:686.86 loss:0.06913 fps:1087 +frame:1.56e+06 wall_t:1435 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.476 +2026-01-08 10:08:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:771.70 total_reward_ma:688.44 loss:0.1705 fps:1086 +frame:1.57e+06 wall_t:1446 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.44 +2026-01-08 10:08:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:774.40 total_reward_ma:689.89 loss:0.1209 fps:1085 +frame:1.58e+06 wall_t:1456 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.257 +2026-01-08 10:08:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:785.20 total_reward_ma:691.25 loss:0.06788 fps:1085 +frame:1.59e+06 wall_t:1465 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.447 +2026-01-08 10:08:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:785.90 total_reward_ma:692.65 loss:0.1193 fps:1086 +frame:1.60e+06 wall_t:1473 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.499 +2026-01-08 10:09:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:788.30 total_reward_ma:694.02 loss:0.0918 fps:1086 +frame:1.61e+06 wall_t:1482 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.428 +2026-01-08 10:09:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:802.50 total_reward_ma:695.70 loss:0.09896 fps:1087 +frame:1.62e+06 wall_t:1491 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.355 +2026-01-08 10:09:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:782.20 total_reward_ma:697.31 loss:0.1221 fps:1087 +frame:1.63e+06 wall_t:1499 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.374 +2026-01-08 10:09:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:781.20 total_reward_ma:699.16 loss:0.08796 fps:1088 +frame:1.64e+06 wall_t:1508 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.586 +2026-01-08 10:09:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:772.70 total_reward_ma:700.98 loss:0.151 fps:1088 +frame:1.65e+06 wall_t:1516 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.431 +2026-01-08 10:09:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:769.30 total_reward_ma:702.87 loss:0.1246 fps:1089 +frame:1.66e+06 wall_t:1525 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.465 +2026-01-08 10:09:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:765.10 total_reward_ma:704.70 loss:0.1409 fps:1088 +frame:1.67e+06 wall_t:1535 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.328 +2026-01-08 10:10:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:752.60 total_reward_ma:706.43 loss:0.1126 fps:1087 +frame:1.68e+06 wall_t:1545 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.502 +2026-01-08 10:10:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:746.10 total_reward_ma:708.02 loss:0.1574 fps:1087 +frame:1.69e+06 wall_t:1555 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.545 +2026-01-08 10:10:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.30 total_reward_ma:709.55 loss:0.1198 fps:1088 +frame:1.70e+06 wall_t:1563 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.38 +2026-01-08 10:10:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:743.70 total_reward_ma:711.12 loss:0.1505 fps:1087 +frame:1.71e+06 wall_t:1573 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.299 +2026-01-08 10:10:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:736.60 total_reward_ma:712.58 loss:0.1142 fps:1087 +frame:1.72e+06 wall_t:1582 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.486 +2026-01-08 10:10:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:744.60 total_reward_ma:713.98 loss:0.1771 fps:1088 +frame:1.73e+06 wall_t:1590 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.49 +2026-01-08 10:10:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:747.70 total_reward_ma:715.30 loss:0.1726 fps:1088 +frame:1.74e+06 wall_t:1599 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.275 +2026-01-08 10:11:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:767.20 total_reward_ma:716.67 loss:0.1242 fps:1088 +frame:1.75e+06 wall_t:1608 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.525 +2026-01-08 10:11:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:765.70 total_reward_ma:717.94 loss:0.08731 fps:1089 +frame:1.76e+06 wall_t:1616 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.502 +2026-01-08 10:11:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:766.10 total_reward_ma:719.22 loss:0.1013 fps:1089 +frame:1.77e+06 wall_t:1625 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.706 +2026-01-08 10:11:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:769.20 total_reward_ma:720.48 loss:0.1485 fps:1089 +frame:1.78e+06 wall_t:1635 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.57 +2026-01-08 10:11:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:764.60 total_reward_ma:721.70 loss:0.124 fps:1087 +frame:1.79e+06 wall_t:1646 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.361 +2026-01-08 10:11:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:756.30 total_reward_ma:722.78 loss:0.08161 fps:1088 +frame:1.80e+06 wall_t:1655 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.547 +2026-01-08 10:12:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:730.30 total_reward_ma:723.51 loss:0.07836 fps:1086 +frame:1.81e+06 wall_t:1666 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.448 +2026-01-08 10:12:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:752.50 total_reward_ma:724.44 loss:0.07352 fps:1087 +frame:1.82e+06 wall_t:1675 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.269 +2026-01-08 10:12:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:774.70 total_reward_ma:725.70 loss:0.09888 fps:1085 +frame:1.83e+06 wall_t:1686 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.552 +2026-01-08 10:12:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:775.20 total_reward_ma:726.92 loss:0.1228 fps:1085 +frame:1.84e+06 wall_t:1696 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.569 +2026-01-08 10:12:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:784.80 total_reward_ma:728.18 loss:0.1414 fps:1086 +frame:1.85e+06 wall_t:1704 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.623 +2026-01-08 10:12:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:791.00 total_reward_ma:729.41 loss:0.06797 fps:1086 +frame:1.86e+06 wall_t:1713 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.614 +2026-01-08 10:13:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:795.60 total_reward_ma:730.71 loss:0.09205 fps:1085 +frame:1.87e+06 wall_t:1723 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.255 +2026-01-08 10:13:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:793.70 total_reward_ma:731.90 loss:0.07225 fps:1086 +frame:1.88e+06 wall_t:1731 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.526 +2026-01-08 10:13:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:777.40 total_reward_ma:732.88 loss:0.09512 fps:1087 +frame:1.89e+06 wall_t:1739 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.624 +2026-01-08 10:13:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:773.40 total_reward_ma:733.92 loss:0.1271 fps:1087 +frame:1.90e+06 wall_t:1748 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.515 +2026-01-08 10:13:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:784.80 total_reward_ma:735.17 loss:0.08814 fps:1087 +frame:1.91e+06 wall_t:1757 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.422 +2026-01-08 10:13:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:793.90 total_reward_ma:736.53 loss:0.0571 fps:1087 +frame:1.92e+06 wall_t:1766 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.484 +2026-01-08 10:13:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:794.20 total_reward_ma:737.92 loss:0.1377 fps:1087 +frame:1.93e+06 wall_t:1776 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.323 +2026-01-08 10:14:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:799.10 total_reward_ma:739.29 loss:0.05878 fps:1086 +frame:1.94e+06 wall_t:1786 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.532 +2026-01-08 10:14:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:788.40 total_reward_ma:740.49 loss:0.06706 fps:1086 +frame:1.95e+06 wall_t:1795 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.491 +2026-01-08 10:14:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:802.00 total_reward_ma:741.79 loss:0.02938 fps:1086 +frame:1.96e+06 wall_t:1804 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.535 +2026-01-08 10:14:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:772.90 total_reward_ma:742.93 loss:0.117 fps:1087 +frame:1.97e+06 wall_t:1812 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.434 +2026-01-08 10:14:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:770.40 total_reward_ma:743.91 loss:0.136 fps:1087 +frame:1.98e+06 wall_t:1821 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.392 +2026-01-08 10:14:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:769.60 total_reward_ma:744.82 loss:0.1418 fps:1087 +frame:1.99e+06 wall_t:1830 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.709 +2026-01-08 10:14:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:764.20 total_reward_ma:745.68 loss:0.1106 fps:1088 +frame:2.00e+06 wall_t:1839 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.333 +2026-01-08 10:15:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:757.30 total_reward_ma:746.42 loss:0.08943 fps:1088 +frame:2.01e+06 wall_t:1848 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.354 +2026-01-08 10:15:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:762.40 total_reward_ma:747.12 loss:0.1272 fps:1088 +frame:2.02e+06 wall_t:1857 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.385 +2026-01-08 10:15:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:784.30 total_reward_ma:748.04 loss:0.0973 fps:1088 +frame:2.03e+06 wall_t:1866 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.369 +2026-01-08 10:15:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:778.40 total_reward_ma:748.91 loss:0.1188 fps:1088 +frame:2.04e+06 wall_t:1875 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.567 +2026-01-08 10:15:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:787.20 total_reward_ma:749.93 loss:0.2084 fps:1089 +frame:2.05e+06 wall_t:1883 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.427 +2026-01-08 10:15:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:805.40 total_reward_ma:751.11 loss:0.1646 fps:1088 +frame:2.06e+06 wall_t:1893 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.454 +2026-01-08 10:16:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:791.10 total_reward_ma:752.13 loss:0.04822 fps:1089 +frame:2.07e+06 wall_t:1901 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.686 +2026-01-08 10:16:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:787.80 total_reward_ma:753.11 loss:0.06173 fps:1089 +frame:2.08e+06 wall_t:1910 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.357 +2026-01-08 10:16:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:784.30 total_reward_ma:754.04 loss:0.1364 fps:1090 +frame:2.09e+06 wall_t:1918 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.445 +2026-01-08 10:16:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:792.20 total_reward_ma:755.10 loss:0.1856 fps:1090 +frame:2.10e+06 wall_t:1927 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.442 +2026-01-08 10:16:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:790.60 total_reward_ma:756.06 loss:0.09447 fps:1090 +frame:2.11e+06 wall_t:1936 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.551 +2026-01-08 10:16:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:788.40 total_reward_ma:756.97 loss:0.08391 fps:1091 +frame:2.12e+06 wall_t:1944 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.503 +2026-01-08 10:16:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:789.60 total_reward_ma:757.88 loss:0.1052 fps:1090 +frame:2.13e+06 wall_t:1955 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.366 +2026-01-08 10:17:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:810.20 total_reward_ma:759.04 loss:0.1054 fps:1090 +frame:2.14e+06 wall_t:1964 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.544 +2026-01-08 10:17:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:807.40 total_reward_ma:760.05 loss:0.1304 fps:1089 +frame:2.15e+06 wall_t:1974 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.454 +2026-01-08 10:17:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:812.30 total_reward_ma:761.14 loss:0.1436 fps:1089 +frame:2.16e+06 wall_t:1983 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.575 +2026-01-08 10:17:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:818.40 total_reward_ma:762.19 loss:0.1001 fps:1090 +frame:2.17e+06 wall_t:1991 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.631 +2026-01-08 10:17:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:827.20 total_reward_ma:763.33 loss:0.09291 fps:1090 +frame:2.18e+06 wall_t:2000 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.599 +2026-01-08 10:17:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:817.90 total_reward_ma:764.24 loss:0.1644 fps:1090 +frame:2.19e+06 wall_t:2009 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.361 +2026-01-08 10:17:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:815.80 total_reward_ma:765.20 loss:0.08273 fps:1090 +frame:2.20e+06 wall_t:2018 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.63 +2026-01-08 10:18:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:802.00 total_reward_ma:766.05 loss:0.1548 fps:1090 +frame:2.21e+06 wall_t:2028 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.483 +2026-01-08 10:18:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:797.00 total_reward_ma:766.94 loss:0.09861 fps:1090 +frame:2.22e+06 wall_t:2037 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.365 +2026-01-08 10:18:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:819.10 total_reward_ma:768.03 loss:0.1341 fps:1090 +frame:2.23e+06 wall_t:2045 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.453 +2026-01-08 10:18:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:809.10 total_reward_ma:769.09 loss:0.0938 fps:1091 +frame:2.24e+06 wall_t:2053 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.462 +2026-01-08 10:18:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:824.60 total_reward_ma:770.22 loss:0.1175 fps:1091 +frame:2.25e+06 wall_t:2062 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.348 +2026-01-08 10:18:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:821.60 total_reward_ma:771.16 loss:0.1127 fps:1092 +frame:2.26e+06 wall_t:2070 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.415 +2026-01-08 10:18:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:824.90 total_reward_ma:772.12 loss:0.166 fps:1092 +frame:2.27e+06 wall_t:2079 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.225 +2026-01-08 10:19:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:813.30 total_reward_ma:772.89 loss:0.1326 fps:1092 +frame:2.28e+06 wall_t:2088 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.229 +2026-01-08 10:19:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:796.60 total_reward_ma:773.45 loss:0.1505 fps:1092 +frame:2.29e+06 wall_t:2097 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.513 +2026-01-08 10:19:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:783.00 total_reward_ma:773.82 loss:0.0661 fps:1092 +frame:2.30e+06 wall_t:2107 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.329 +2026-01-08 10:19:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:783.60 total_reward_ma:774.27 loss:0.09102 fps:1092 +frame:2.31e+06 wall_t:2115 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.384 +2026-01-08 10:19:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:786.70 total_reward_ma:774.81 loss:0.1045 fps:1093 +frame:2.32e+06 wall_t:2123 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.393 +2026-01-08 10:19:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:802.70 total_reward_ma:775.49 loss:0.1462 fps:1093 +frame:2.33e+06 wall_t:2131 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.474 +2026-01-08 10:20:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:803.70 total_reward_ma:776.14 loss:0.08322 fps:1093 +frame:2.34e+06 wall_t:2140 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.398 +2026-01-08 10:20:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:832.80 total_reward_ma:776.97 loss:0.2042 fps:1093 +frame:2.35e+06 wall_t:2150 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.429 +2026-01-08 10:20:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.40 total_reward_ma:777.74 loss:0.1273 fps:1092 +frame:2.36e+06 wall_t:2161 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.403 +2026-01-08 10:20:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:841.00 total_reward_ma:778.69 loss:0.07876 fps:1092 +frame:2.37e+06 wall_t:2171 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.359 +2026-01-08 10:20:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:845.10 total_reward_ma:779.69 loss:0.0445 fps:1092 +frame:2.38e+06 wall_t:2180 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.483 +2026-01-08 10:20:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:840.60 total_reward_ma:780.66 loss:0.1175 fps:1092 +frame:2.39e+06 wall_t:2188 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.313 +2026-01-08 10:20:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.00 total_reward_ma:781.38 loss:0.1371 fps:1092 +frame:2.40e+06 wall_t:2197 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.326 +2026-01-08 10:21:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:794.40 total_reward_ma:781.89 loss:0.09118 fps:1093 +frame:2.41e+06 wall_t:2205 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.44 +2026-01-08 10:21:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:801.70 total_reward_ma:782.46 loss:0.179 fps:1093 +frame:2.42e+06 wall_t:2214 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.58 +2026-01-08 10:21:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:806.40 total_reward_ma:783.09 loss:0.09303 fps:1093 +frame:2.43e+06 wall_t:2223 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.345 +2026-01-08 10:21:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:805.30 total_reward_ma:783.66 loss:0.09197 fps:1093 +frame:2.44e+06 wall_t:2232 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.27 +2026-01-08 10:21:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:821.60 total_reward_ma:784.44 loss:0.1274 fps:1093 +frame:2.45e+06 wall_t:2242 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.692 +2026-01-08 10:21:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:820.30 total_reward_ma:785.20 loss:0.09224 fps:1093 +frame:2.46e+06 wall_t:2250 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.37 +2026-01-08 10:21:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.30 total_reward_ma:785.91 loss:0.1219 fps:1093 +frame:2.47e+06 wall_t:2259 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.408 +2026-01-08 10:22:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:831.00 total_reward_ma:786.72 loss:0.106 fps:1094 +frame:2.48e+06 wall_t:2267 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.423 +2026-01-08 10:22:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:813.10 total_reward_ma:787.29 loss:0.08217 fps:1094 +frame:2.49e+06 wall_t:2276 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.295 +2026-01-08 10:22:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:812.00 total_reward_ma:787.88 loss:0.09568 fps:1093 +frame:2.50e+06 wall_t:2287 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.389 +2026-01-08 10:22:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:798.80 total_reward_ma:788.36 loss:0.07771 fps:1093 +frame:2.51e+06 wall_t:2297 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.639 +2026-01-08 10:22:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:794.70 total_reward_ma:788.77 loss:0.03121 fps:1093 +frame:2.52e+06 wall_t:2306 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.651 +2026-01-08 10:22:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:788.60 total_reward_ma:789.18 loss:0.1888 fps:1093 +frame:2.53e+06 wall_t:2315 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.175 +2026-01-08 10:23:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:786.50 total_reward_ma:789.51 loss:0.129 fps:1093 +frame:2.54e+06 wall_t:2324 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.594 +2026-01-08 10:23:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:775.90 total_reward_ma:789.77 loss:0.1813 fps:1093 +frame:2.55e+06 wall_t:2334 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.209 +2026-01-08 10:23:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:770.30 total_reward_ma:789.94 loss:0.1344 fps:1093 +frame:2.56e+06 wall_t:2343 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.342 +2026-01-08 10:23:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:793.60 total_reward_ma:790.16 loss:0.1005 fps:1093 +frame:2.57e+06 wall_t:2351 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.482 +2026-01-08 10:23:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:790.00 total_reward_ma:790.32 loss:0.1602 fps:1093 +frame:2.58e+06 wall_t:2360 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.341 +2026-01-08 10:23:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:807.20 total_reward_ma:790.54 loss:0.1214 fps:1094 +frame:2.59e+06 wall_t:2368 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.596 +2026-01-08 10:23:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:811.20 total_reward_ma:790.79 loss:0.04236 fps:1094 +frame:2.60e+06 wall_t:2377 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.739 +2026-01-08 10:24:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:825.60 total_reward_ma:791.16 loss:0.1579 fps:1094 +frame:2.61e+06 wall_t:2386 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.459 +2026-01-08 10:24:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:828.50 total_reward_ma:791.42 loss:0.1701 fps:1093 +frame:2.62e+06 wall_t:2396 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.382 +2026-01-08 10:24:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:833.10 total_reward_ma:791.93 loss:0.1069 fps:1093 +frame:2.63e+06 wall_t:2406 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.36 +2026-01-08 10:24:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:840.30 total_reward_ma:792.52 loss:0.1616 fps:1093 +frame:2.64e+06 wall_t:2415 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.322 +2026-01-08 10:24:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:846.60 total_reward_ma:793.26 loss:0.1472 fps:1094 +frame:2.65e+06 wall_t:2423 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.443 +2026-01-08 10:24:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:846.90 total_reward_ma:794.04 loss:0.06082 fps:1094 +frame:2.66e+06 wall_t:2432 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.133 +2026-01-08 10:25:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:852.50 total_reward_ma:794.91 loss:0.07904 fps:1094 +frame:2.67e+06 wall_t:2441 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.515 +2026-01-08 10:25:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:852.00 total_reward_ma:795.91 loss:0.07389 fps:1094 +frame:2.68e+06 wall_t:2450 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.38 +2026-01-08 10:25:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:848.80 total_reward_ma:796.93 loss:0.1217 fps:1094 +frame:2.69e+06 wall_t:2459 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.546 +2026-01-08 10:25:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:848.60 total_reward_ma:797.98 loss:0.05996 fps:1094 +frame:2.70e+06 wall_t:2469 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.345 +2026-01-08 10:25:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:850.40 total_reward_ma:799.04 loss:0.1569 fps:1093 +frame:2.71e+06 wall_t:2479 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.238 +2026-01-08 10:25:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:844.20 total_reward_ma:800.12 loss:0.1328 fps:1093 +frame:2.72e+06 wall_t:2488 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.389 +2026-01-08 10:25:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:836.20 total_reward_ma:801.03 loss:0.06374 fps:1093 +frame:2.73e+06 wall_t:2497 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.447 +2026-01-08 10:26:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:826.70 total_reward_ma:801.83 loss:0.1226 fps:1094 +frame:2.74e+06 wall_t:2505 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.276 +2026-01-08 10:26:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:823.50 total_reward_ma:802.39 loss:0.08472 fps:1094 +frame:2.75e+06 wall_t:2514 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.263 +2026-01-08 10:26:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:831.10 total_reward_ma:803.04 loss:0.1049 fps:1093 +frame:2.76e+06 wall_t:2525 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.471 +2026-01-08 10:26:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.00 total_reward_ma:803.60 loss:0.03582 fps:1093 +frame:2.77e+06 wall_t:2534 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.32 +2026-01-08 10:26:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:809.80 total_reward_ma:804.01 loss:0.1613 fps:1093 +frame:2.78e+06 wall_t:2543 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.316 +2026-01-08 10:26:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:804.50 total_reward_ma:804.41 loss:0.0691 fps:1093 +frame:2.79e+06 wall_t:2553 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.38 +2026-01-08 10:27:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:826.70 total_reward_ma:805.11 loss:0.2324 fps:1092 +frame:2.80e+06 wall_t:2563 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.439 +2026-01-08 10:27:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:828.00 total_reward_ma:806.09 loss:0.2889 fps:1093 +frame:2.81e+06 wall_t:2571 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.239 +2026-01-08 10:27:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:821.70 total_reward_ma:806.78 loss:0.08473 fps:1093 +frame:2.82e+06 wall_t:2579 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.446 +2026-01-08 10:27:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:806.20 total_reward_ma:807.09 loss:0.136 fps:1094 +frame:2.83e+06 wall_t:2588 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.337 +2026-01-08 10:27:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:837.50 total_reward_ma:807.72 loss:0.1519 fps:1094 +frame:2.84e+06 wall_t:2597 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.481 +2026-01-08 10:27:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:887.50 total_reward_ma:808.74 loss:0.1851 fps:1094 +frame:2.85e+06 wall_t:2606 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.404 +2026-01-08 10:27:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:870.80 total_reward_ma:809.54 loss:0.1304 fps:1094 +frame:2.86e+06 wall_t:2615 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.436 +2026-01-08 10:28:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:878.10 total_reward_ma:810.37 loss:0.1623 fps:1094 +frame:2.87e+06 wall_t:2623 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.534 +2026-01-08 10:28:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:883.70 total_reward_ma:811.27 loss:0.1183 fps:1094 +frame:2.88e+06 wall_t:2632 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.241 +2026-01-08 10:28:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:881.00 total_reward_ma:812.30 loss:0.1512 fps:1094 +frame:2.89e+06 wall_t:2642 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.39 +2026-01-08 10:28:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:857.80 total_reward_ma:813.15 loss:0.1873 fps:1094 +frame:2.90e+06 wall_t:2650 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.231 +2026-01-08 10:28:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:816.70 total_reward_ma:813.47 loss:0.0975 fps:1094 +frame:2.91e+06 wall_t:2659 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.125 +2026-01-08 10:28:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:828.60 total_reward_ma:813.81 loss:0.07782 fps:1094 +frame:2.92e+06 wall_t:2669 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.217 +2026-01-08 10:28:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:827.30 total_reward_ma:814.14 loss:0.1153 fps:1094 +frame:2.93e+06 wall_t:2678 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.348 +2026-01-08 10:29:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:829.90 total_reward_ma:814.45 loss:0.1903 fps:1095 +frame:2.94e+06 wall_t:2686 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.279 +2026-01-08 10:29:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:840.20 total_reward_ma:814.97 loss:0.136 fps:1095 +frame:2.95e+06 wall_t:2695 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.392 +2026-01-08 10:29:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:835.80 total_reward_ma:815.31 loss:0.1282 fps:1095 +frame:2.96e+06 wall_t:2703 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.333 +2026-01-08 10:29:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:856.40 total_reward_ma:816.14 loss:0.1121 fps:1095 +frame:2.97e+06 wall_t:2713 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.372 +2026-01-08 10:29:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:862.80 total_reward_ma:817.07 loss:0.08536 fps:1094 +frame:2.98e+06 wall_t:2723 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.432 +2026-01-08 10:29:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:859.40 total_reward_ma:817.96 loss:0.1005 fps:1094 +frame:2.99e+06 wall_t:2732 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.292 +2026-01-08 10:30:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:856.80 total_reward_ma:818.89 loss:0.1359 fps:1095 +frame:3.00e+06 wall_t:2740 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.335 +2026-01-08 10:30:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:868.60 total_reward_ma:820.00 loss:0.1291 fps:1095 +frame:3.01e+06 wall_t:2749 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.101 +2026-01-08 10:30:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:862.60 total_reward_ma:821.01 loss:0.07049 fps:1095 +frame:3.02e+06 wall_t:2758 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.563 +2026-01-08 10:30:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:861.20 total_reward_ma:821.78 loss:0.1356 fps:1095 +frame:3.03e+06 wall_t:2766 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.255 +2026-01-08 10:30:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:821.20 total_reward_ma:822.20 loss:0.1237 fps:1095 +frame:3.04e+06 wall_t:2775 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.329 +2026-01-08 10:30:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:817.30 total_reward_ma:822.50 loss:0.2077 fps:1096 +frame:3.05e+06 wall_t:2784 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.412 +2026-01-08 10:30:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:827.20 total_reward_ma:822.72 loss:0.1609 fps:1096 +frame:3.06e+06 wall_t:2793 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.432 +2026-01-08 10:31:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:811.30 total_reward_ma:822.92 loss:0.05971 fps:1096 +frame:3.07e+06 wall_t:2802 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.376 +2026-01-08 10:31:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:823.40 total_reward_ma:823.28 loss:0.1202 fps:1096 +frame:3.08e+06 wall_t:2809 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.533 +2026-01-08 10:31:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:834.40 total_reward_ma:823.78 loss:0.1069 fps:1096 +frame:3.09e+06 wall_t:2819 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.218 +2026-01-08 10:31:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:841.80 total_reward_ma:824.28 loss:0.1053 fps:1096 +frame:3.10e+06 wall_t:2829 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.528 +2026-01-08 10:31:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:845.40 total_reward_ma:824.82 loss:0.1015 fps:1096 +frame:3.11e+06 wall_t:2838 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.323 +2026-01-08 10:31:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:847.60 total_reward_ma:825.42 loss:0.1212 fps:1096 +frame:3.12e+06 wall_t:2847 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.316 +2026-01-08 10:31:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:841.90 total_reward_ma:825.94 loss:0.09271 fps:1096 +frame:3.13e+06 wall_t:2857 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.335 +2026-01-08 10:32:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:838.30 total_reward_ma:826.22 loss:0.1609 fps:1096 +frame:3.14e+06 wall_t:2866 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.265 +2026-01-08 10:32:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:839.40 total_reward_ma:826.54 loss:0.1253 fps:1096 +frame:3.15e+06 wall_t:2875 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.702 +2026-01-08 10:32:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:844.40 total_reward_ma:826.86 loss:0.08638 fps:1096 +frame:3.16e+06 wall_t:2883 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.533 +2026-01-08 10:32:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:859.60 total_reward_ma:827.27 loss:0.06546 fps:1097 +frame:3.17e+06 wall_t:2891 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.256 +2026-01-08 10:32:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:859.10 total_reward_ma:827.59 loss:0.1184 fps:1096 +frame:3.18e+06 wall_t:2901 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.374 +2026-01-08 10:32:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:867.60 total_reward_ma:828.09 loss:0.1183 fps:1097 +frame:3.19e+06 wall_t:2909 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.346 +2026-01-08 10:32:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:878.00 total_reward_ma:828.71 loss:0.08653 fps:1097 +frame:3.20e+06 wall_t:2917 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.327 +2026-01-08 10:33:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:866.30 total_reward_ma:829.35 loss:0.1143 fps:1097 +frame:3.21e+06 wall_t:2926 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.173 +2026-01-08 10:33:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:866.30 total_reward_ma:830.05 loss:0.08812 fps:1097 +frame:3.22e+06 wall_t:2936 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.274 +2026-01-08 10:33:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:847.00 total_reward_ma:830.33 loss:0.2115 fps:1096 +frame:3.23e+06 wall_t:2947 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.524 +2026-01-08 10:33:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:834.60 total_reward_ma:830.58 loss:0.2235 fps:1096 +frame:3.24e+06 wall_t:2957 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.275 +2026-01-08 10:33:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:827.50 total_reward_ma:830.61 loss:0.05089 fps:1096 +frame:3.25e+06 wall_t:2966 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.368 +2026-01-08 10:33:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.10 total_reward_ma:830.62 loss:0.1308 fps:1096 +frame:3.26e+06 wall_t:2975 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.466 +2026-01-08 10:34:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:830.50 total_reward_ma:830.67 loss:0.2398 fps:1096 +frame:3.27e+06 wall_t:2983 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.214 +2026-01-08 10:34:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:840.40 total_reward_ma:830.94 loss:0.1755 fps:1096 +frame:3.28e+06 wall_t:2992 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.338 +2026-01-08 10:34:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.90 total_reward_ma:831.21 loss:0.08935 fps:1097 +frame:3.29e+06 wall_t:3000 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.301 +2026-01-08 10:34:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:822.80 total_reward_ma:831.60 loss:0.1435 fps:1097 +frame:3.30e+06 wall_t:3009 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.314 +2026-01-08 10:34:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:824.20 total_reward_ma:832.01 loss:0.1157 fps:1096 +frame:3.31e+06 wall_t:3019 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.321 +2026-01-08 10:34:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:852.40 total_reward_ma:832.67 loss:0.06242 fps:1097 +frame:3.32e+06 wall_t:3027 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.342 +2026-01-08 10:34:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:858.30 total_reward_ma:833.22 loss:0.09064 fps:1097 +frame:3.33e+06 wall_t:3035 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.247 +2026-01-08 10:35:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:872.00 total_reward_ma:833.91 loss:0.08062 fps:1097 +frame:3.34e+06 wall_t:3045 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.425 +2026-01-08 10:35:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:886.40 total_reward_ma:834.44 loss:0.1889 fps:1097 +frame:3.35e+06 wall_t:3054 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9865 +2026-01-08 10:35:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:895.10 total_reward_ma:835.17 loss:0.07841 fps:1097 +frame:3.36e+06 wall_t:3063 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.349 +2026-01-08 10:35:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:906.20 total_reward_ma:835.82 loss:0.08095 fps:1097 +frame:3.37e+06 wall_t:3072 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.343 +2026-01-08 10:35:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:893.10 total_reward_ma:836.30 loss:0.1357 fps:1097 +frame:3.38e+06 wall_t:3081 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.404 +2026-01-08 10:35:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:881.30 total_reward_ma:836.71 loss:0.1229 fps:1097 +frame:3.39e+06 wall_t:3090 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.368 +2026-01-08 10:35:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:865.80 total_reward_ma:837.15 loss:0.07369 fps:1097 +frame:3.40e+06 wall_t:3098 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.463 +2026-01-08 10:36:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:869.70 total_reward_ma:837.90 loss:0.1202 fps:1098 +frame:3.41e+06 wall_t:3107 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.449 +2026-01-08 10:36:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:863.10 total_reward_ma:838.51 loss:0.1143 fps:1098 +frame:3.42e+06 wall_t:3115 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.469 +2026-01-08 10:36:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:864.60 total_reward_ma:839.09 loss:0.1105 fps:1098 +frame:3.43e+06 wall_t:3123 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.6 +2026-01-08 10:36:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:885.40 total_reward_ma:839.90 loss:0.1616 fps:1098 +frame:3.44e+06 wall_t:3132 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.354 +2026-01-08 10:36:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:894.00 total_reward_ma:840.62 loss:0.08312 fps:1098 +frame:3.45e+06 wall_t:3142 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.306 +2026-01-08 10:36:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:907.90 total_reward_ma:841.50 loss:0.1863 fps:1098 +frame:3.46e+06 wall_t:3150 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.305 +2026-01-08 10:36:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:913.20 total_reward_ma:842.41 loss:0.1048 fps:1098 +frame:3.47e+06 wall_t:3159 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.253 +2026-01-08 10:37:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:902.60 total_reward_ma:843.12 loss:0.06802 fps:1098 +frame:3.48e+06 wall_t:3168 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.618 +2026-01-08 10:37:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:948.20 total_reward_ma:844.47 loss:0.06471 fps:1099 +frame:3.49e+06 wall_t:3176 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.552 +2026-01-08 10:37:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:953.50 total_reward_ma:845.89 loss:0.134 fps:1099 +frame:3.50e+06 wall_t:3184 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.304 +2026-01-08 10:37:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:957.40 total_reward_ma:847.47 loss:0.1208 fps:1099 +frame:3.51e+06 wall_t:3193 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.209 +2026-01-08 10:37:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:951.60 total_reward_ma:849.04 loss:0.1356 fps:1099 +frame:3.52e+06 wall_t:3202 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.505 +2026-01-08 10:37:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:961.80 total_reward_ma:850.77 loss:0.09189 fps:1099 +frame:3.53e+06 wall_t:3211 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.432 +2026-01-08 10:38:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:954.00 total_reward_ma:852.45 loss:0.07743 fps:1099 +frame:3.54e+06 wall_t:3222 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.24 +2026-01-08 10:38:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:960.20 total_reward_ma:854.29 loss:0.1141 fps:1099 +frame:3.55e+06 wall_t:3231 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.416 +2026-01-08 10:38:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:915.00 total_reward_ma:855.74 loss:0.1442 fps:1099 +frame:3.56e+06 wall_t:3240 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.541 +2026-01-08 10:38:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:925.80 total_reward_ma:857.06 loss:0.04149 fps:1099 +frame:3.57e+06 wall_t:3248 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.467 +2026-01-08 10:38:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:919.20 total_reward_ma:858.35 loss:0.03328 fps:1099 +frame:3.58e+06 wall_t:3257 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.227 +2026-01-08 10:38:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:909.10 total_reward_ma:859.37 loss:0.1768 fps:1100 +frame:3.59e+06 wall_t:3265 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.238 +2026-01-08 10:38:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:892.80 total_reward_ma:860.19 loss:0.107 fps:1100 +frame:3.60e+06 wall_t:3274 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.492 +2026-01-08 10:39:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:908.10 total_reward_ma:861.01 loss:0.09143 fps:1100 +frame:3.61e+06 wall_t:3283 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.502 +2026-01-08 10:39:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:891.00 total_reward_ma:861.64 loss:0.06296 fps:1100 +frame:3.62e+06 wall_t:3292 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.528 +2026-01-08 10:39:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:901.60 total_reward_ma:862.32 loss:0.06138 fps:1099 +frame:3.63e+06 wall_t:3302 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.152 +2026-01-08 10:39:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:918.70 total_reward_ma:863.11 loss:0.1186 fps:1099 +frame:3.64e+06 wall_t:3311 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.421 +2026-01-08 10:39:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:917.90 total_reward_ma:863.82 loss:0.06928 fps:1100 +frame:3.65e+06 wall_t:3319 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.329 +2026-01-08 10:39:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:938.60 total_reward_ma:864.74 loss:0.02759 fps:1100 +frame:3.66e+06 wall_t:3328 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.42 +2026-01-08 10:39:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:962.30 total_reward_ma:865.83 loss:0.1363 fps:1100 +frame:3.67e+06 wall_t:3337 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.451 +2026-01-08 10:40:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:969.20 total_reward_ma:867.01 loss:0.1205 fps:1099 +frame:3.68e+06 wall_t:3347 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.416 +2026-01-08 10:40:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1014.20 total_reward_ma:868.66 loss:0.1493 fps:1100 +frame:3.69e+06 wall_t:3356 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.341 +2026-01-08 10:40:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1001.80 total_reward_ma:870.19 loss:0.1343 fps:1100 +frame:3.70e+06 wall_t:3365 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.334 +2026-01-08 10:40:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:981.30 total_reward_ma:871.50 loss:0.07846 fps:1100 +frame:3.71e+06 wall_t:3373 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.257 +2026-01-08 10:40:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:988.60 total_reward_ma:872.95 loss:0.1477 fps:1099 +frame:3.72e+06 wall_t:3384 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.487 +2026-01-08 10:40:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:968.60 total_reward_ma:874.27 loss:0.1605 fps:1099 +frame:3.73e+06 wall_t:3393 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.244 +2026-01-08 10:41:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:959.80 total_reward_ma:875.60 loss:0.1639 fps:1099 +frame:3.74e+06 wall_t:3402 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.67 +2026-01-08 10:41:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:955.30 total_reward_ma:876.92 loss:0.03528 fps:1099 +frame:3.75e+06 wall_t:3412 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.547 +2026-01-08 10:41:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:973.40 total_reward_ma:878.34 loss:0.2478 fps:1099 +frame:3.76e+06 wall_t:3420 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.675 +2026-01-08 10:41:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:940.20 total_reward_ma:879.52 loss:0.1416 fps:1099 +frame:3.77e+06 wall_t:3430 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.468 +2026-01-08 10:41:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:946.10 total_reward_ma:880.89 loss:0.1057 fps:1099 +frame:3.78e+06 wall_t:3439 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.657 +2026-01-08 10:41:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:940.50 total_reward_ma:882.25 loss:0.2784 fps:1100 +frame:3.79e+06 wall_t:3447 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.484 +2026-01-08 10:41:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:951.90 total_reward_ma:883.50 loss:0.1372 fps:1100 +frame:3.80e+06 wall_t:3456 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.239 +2026-01-08 10:42:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:941.40 total_reward_ma:884.63 loss:0.1896 fps:1100 +frame:3.81e+06 wall_t:3465 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.401 +2026-01-08 10:42:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:931.10 total_reward_ma:885.73 loss:0.1178 fps:1100 +frame:3.82e+06 wall_t:3473 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.406 +2026-01-08 10:42:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:870.20 total_reward_ma:886.37 loss:0.1189 fps:1100 +frame:3.83e+06 wall_t:3482 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.292 +2026-01-08 10:42:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:885.70 total_reward_ma:886.85 loss:0.04965 fps:1100 +frame:3.84e+06 wall_t:3490 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.483 +2026-01-08 10:42:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:901.30 total_reward_ma:886.99 loss:0.04196 fps:1101 +frame:3.85e+06 wall_t:3498 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.422 +2026-01-08 10:42:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:914.60 total_reward_ma:887.43 loss:0.09515 fps:1101 +frame:3.86e+06 wall_t:3507 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.6 +2026-01-08 10:42:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:925.30 total_reward_ma:887.90 loss:0.08998 fps:1101 +frame:3.87e+06 wall_t:3516 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.404 +2026-01-08 10:43:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:955.60 total_reward_ma:888.62 loss:0.1426 fps:1100 +frame:3.88e+06 wall_t:3526 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.364 +2026-01-08 10:43:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:958.80 total_reward_ma:889.39 loss:0.1316 fps:1101 +frame:3.89e+06 wall_t:3534 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.396 +2026-01-08 10:43:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:992.50 total_reward_ma:890.74 loss:0.09505 fps:1101 +frame:3.90e+06 wall_t:3542 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.415 +2026-01-08 10:43:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:987.10 total_reward_ma:892.45 loss:0.221 fps:1101 +frame:3.91e+06 wall_t:3551 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.514 +2026-01-08 10:43:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:980.20 total_reward_ma:893.96 loss:0.2029 fps:1101 +frame:3.92e+06 wall_t:3561 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.583 +2026-01-08 10:43:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:969.70 total_reward_ma:895.39 loss:0.0231 fps:1101 +frame:3.93e+06 wall_t:3569 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.697 +2026-01-08 10:43:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:957.20 total_reward_ma:896.66 loss:0.05293 fps:1101 +frame:3.94e+06 wall_t:3579 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.632 +2026-01-08 10:44:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:917.20 total_reward_ma:897.43 loss:0.04055 fps:1101 +frame:3.95e+06 wall_t:3588 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.455 +2026-01-08 10:44:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:907.50 total_reward_ma:898.15 loss:0.0883 fps:1101 +frame:3.96e+06 wall_t:3597 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.431 +2026-01-08 10:44:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:900.70 total_reward_ma:898.59 loss:0.1168 fps:1101 +frame:3.97e+06 wall_t:3606 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.246 +2026-01-08 10:44:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:901.00 total_reward_ma:898.97 loss:0.1246 fps:1101 +frame:3.98e+06 wall_t:3615 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.251 +2026-01-08 10:44:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:909.10 total_reward_ma:899.47 loss:0.09536 fps:1101 +frame:3.99e+06 wall_t:3624 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.421 +2026-01-08 10:44:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:915.00 total_reward_ma:900.05 loss:0.1043 fps:1101 +frame:4.00e+06 wall_t:3632 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.188 +2026-01-08 10:45:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:910.80 total_reward_ma:900.47 loss:0.1264 fps:1101 +frame:4.01e+06 wall_t:3642 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.258 +2026-01-08 10:45:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:917.90 total_reward_ma:901.02 loss:0.09613 fps:1101 +frame:4.02e+06 wall_t:3651 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.309 +2026-01-08 10:45:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:926.20 total_reward_ma:901.67 loss:0.1223 fps:1101 +frame:4.03e+06 wall_t:3659 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.512 +2026-01-08 10:45:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:920.90 total_reward_ma:902.67 loss:0.07054 fps:1101 +frame:4.04e+06 wall_t:3668 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.323 +2026-01-08 10:45:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:932.30 total_reward_ma:903.82 loss:0.08698 fps:1102 +frame:4.05e+06 wall_t:3676 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.651 +2026-01-08 10:45:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:932.00 total_reward_ma:904.87 loss:0.07531 fps:1102 +frame:4.06e+06 wall_t:3685 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.394 +2026-01-08 10:45:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:905.40 total_reward_ma:905.81 loss:0.09797 fps:1102 +frame:4.07e+06 wall_t:3693 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.251 +2026-01-08 10:46:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:901.30 total_reward_ma:906.59 loss:0.1147 fps:1102 +frame:4.08e+06 wall_t:3703 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.364 +2026-01-08 10:46:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:925.10 total_reward_ma:907.50 loss:0.1581 fps:1102 +frame:4.09e+06 wall_t:3712 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.281 +2026-01-08 10:46:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:907.20 total_reward_ma:908.15 loss:0.1856 fps:1102 +frame:4.10e+06 wall_t:3721 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.24 +2026-01-08 10:46:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:900.20 total_reward_ma:908.70 loss:0.1881 fps:1102 +frame:4.11e+06 wall_t:3730 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.159 +2026-01-08 10:46:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:894.20 total_reward_ma:909.16 loss:0.115 fps:1102 +frame:4.12e+06 wall_t:3739 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.453 +2026-01-08 10:46:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:894.10 total_reward_ma:909.69 loss:0.1305 fps:1102 +frame:4.13e+06 wall_t:3747 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.537 +2026-01-08 10:46:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:891.50 total_reward_ma:910.22 loss:0.1544 fps:1103 +frame:4.14e+06 wall_t:3755 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.122 +2026-01-08 10:47:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:907.60 total_reward_ma:910.90 loss:0.1302 fps:1102 +frame:4.15e+06 wall_t:3766 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.429 +2026-01-08 10:47:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:889.10 total_reward_ma:911.35 loss:0.07075 fps:1101 +frame:4.16e+06 wall_t:3777 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.191 +2026-01-08 10:47:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:900.00 total_reward_ma:911.75 loss:0.194 fps:1101 +frame:4.17e+06 wall_t:3787 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9767 +2026-01-08 10:47:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:928.40 total_reward_ma:912.44 loss:-0.0005757 fps:1101 +frame:4.18e+06 wall_t:3796 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.448 +2026-01-08 10:47:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:946.80 total_reward_ma:913.24 loss:0.1294 fps:1101 +frame:4.19e+06 wall_t:3805 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.467 +2026-01-08 10:47:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:979.80 total_reward_ma:914.25 loss:0.05885 fps:1101 +frame:4.20e+06 wall_t:3813 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.429 +2026-01-08 10:48:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:999.70 total_reward_ma:915.59 loss:0.107 fps:1101 +frame:4.21e+06 wall_t:3823 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.372 +2026-01-08 10:48:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:998.00 total_reward_ma:916.91 loss:0.1918 fps:1102 +frame:4.22e+06 wall_t:3831 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.492 +2026-01-08 10:48:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1006.40 total_reward_ma:918.50 loss:0.1792 fps:1102 +frame:4.23e+06 wall_t:3840 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.315 +2026-01-08 10:48:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1008.60 total_reward_ma:920.24 loss:0.1515 fps:1102 +frame:4.24e+06 wall_t:3848 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.449 +2026-01-08 10:48:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1013.90 total_reward_ma:922.10 loss:0.1515 fps:1102 +frame:4.25e+06 wall_t:3856 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.348 +2026-01-08 10:48:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1014.10 total_reward_ma:924.02 loss:0.09906 fps:1102 +frame:4.26e+06 wall_t:3864 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.489 +2026-01-08 10:48:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:960.60 total_reward_ma:925.32 loss:0.1159 fps:1103 +frame:4.27e+06 wall_t:3873 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.195 +2026-01-08 10:49:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:967.40 total_reward_ma:926.59 loss:0.2433 fps:1103 +frame:4.28e+06 wall_t:3882 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.726 +2026-01-08 10:49:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:962.20 total_reward_ma:927.99 loss:0.08065 fps:1103 +frame:4.29e+06 wall_t:3890 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.463 +2026-01-08 10:49:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:959.40 total_reward_ma:929.35 loss:0.05298 fps:1103 +frame:4.30e+06 wall_t:3899 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.468 +2026-01-08 10:49:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:946.00 total_reward_ma:930.57 loss:0.1307 fps:1103 +frame:4.31e+06 wall_t:3907 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.487 +2026-01-08 10:49:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:955.50 total_reward_ma:931.60 loss:0.1632 fps:1103 +frame:4.32e+06 wall_t:3916 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.284 +2026-01-08 10:49:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:977.80 total_reward_ma:932.80 loss:0.07021 fps:1103 +frame:4.33e+06 wall_t:3925 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.461 +2026-01-08 10:49:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:994.20 total_reward_ma:934.02 loss:0.1776 fps:1103 +frame:4.34e+06 wall_t:3933 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.336 +2026-01-08 10:50:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:995.90 total_reward_ma:935.11 loss:0.1796 fps:1103 +frame:4.35e+06 wall_t:3944 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.318 +2026-01-08 10:50:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1000.80 total_reward_ma:936.17 loss:0.106 fps:1103 +frame:4.36e+06 wall_t:3952 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.404 +2026-01-08 10:50:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:998.20 total_reward_ma:937.09 loss:0.1171 fps:1103 +frame:4.37e+06 wall_t:3962 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.387 +2026-01-08 10:50:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:989.30 total_reward_ma:938.05 loss:0.1712 fps:1103 +frame:4.38e+06 wall_t:3971 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.784 +2026-01-08 10:50:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:986.30 total_reward_ma:939.10 loss:0.1468 fps:1103 +frame:4.39e+06 wall_t:3979 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.406 +2026-01-08 10:50:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:976.40 total_reward_ma:940.21 loss:0.1779 fps:1103 +frame:4.40e+06 wall_t:3989 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.35 +2026-01-08 10:50:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:966.70 total_reward_ma:941.18 loss:0.118 fps:1103 +frame:4.41e+06 wall_t:3998 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.203 +2026-01-08 10:51:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:956.70 total_reward_ma:942.12 loss:0.1181 fps:1103 +frame:4.42e+06 wall_t:4006 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.325 +2026-01-08 10:51:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:947.30 total_reward_ma:942.94 loss:0.1833 fps:1103 +frame:4.43e+06 wall_t:4015 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.399 +2026-01-08 10:51:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:935.20 total_reward_ma:943.44 loss:0.1133 fps:1104 +frame:4.44e+06 wall_t:4023 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.337 +2026-01-08 10:51:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:958.50 total_reward_ma:944.09 loss:0.06445 fps:1104 +frame:4.45e+06 wall_t:4032 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.264 +2026-01-08 10:51:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:947.90 total_reward_ma:944.48 loss:0.1168 fps:1104 +frame:4.46e+06 wall_t:4040 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.13 +2026-01-08 10:51:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:939.00 total_reward_ma:944.74 loss:0.1417 fps:1104 +frame:4.47e+06 wall_t:4050 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.033 +2026-01-08 10:51:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:922.30 total_reward_ma:944.94 loss:0.08541 fps:1104 +frame:4.48e+06 wall_t:4059 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.382 +2026-01-08 10:52:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:947.70 total_reward_ma:944.93 loss:0.1206 fps:1103 +frame:4.49e+06 wall_t:4069 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.729 +2026-01-08 10:52:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:939.80 total_reward_ma:944.80 loss:0.05909 fps:1104 +frame:4.50e+06 wall_t:4077 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.237 +2026-01-08 10:52:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:954.80 total_reward_ma:944.77 loss:0.1037 fps:1103 +frame:4.51e+06 wall_t:4087 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.575 +2026-01-08 10:52:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:970.70 total_reward_ma:944.96 loss:0.08834 fps:1104 +frame:4.52e+06 wall_t:4095 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.249 +2026-01-08 10:52:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:995.50 total_reward_ma:945.30 loss:0.2013 fps:1104 +frame:4.53e+06 wall_t:4103 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.451 +2026-01-08 10:52:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:985.00 total_reward_ma:945.61 loss:0.1211 fps:1104 +frame:4.54e+06 wall_t:4111 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.154 +2026-01-08 10:53:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1000.10 total_reward_ma:946.01 loss:0.05051 fps:1104 +frame:4.55e+06 wall_t:4120 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.312 +2026-01-08 10:53:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1023.20 total_reward_ma:947.09 loss:0.1039 fps:1104 +frame:4.56e+06 wall_t:4129 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.193 +2026-01-08 10:53:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1057.00 total_reward_ma:948.40 loss:0.1164 fps:1105 +frame:4.57e+06 wall_t:4137 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.149 +2026-01-08 10:53:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1054.10 total_reward_ma:949.75 loss:0.1455 fps:1105 +frame:4.58e+06 wall_t:4145 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.429 +2026-01-08 10:53:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1018.30 total_reward_ma:950.84 loss:0.1625 fps:1105 +frame:4.59e+06 wall_t:4154 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.405 +2026-01-08 10:53:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:991.80 total_reward_ma:951.83 loss:0.1632 fps:1105 +frame:4.60e+06 wall_t:4162 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.447 +2026-01-08 10:53:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1006.60 total_reward_ma:952.82 loss:0.08843 fps:1105 +frame:4.61e+06 wall_t:4171 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.276 +2026-01-08 10:53:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1033.00 total_reward_ma:954.24 loss:0.06897 fps:1106 +frame:4.62e+06 wall_t:4179 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.509 +2026-01-08 10:54:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:991.60 total_reward_ma:955.14 loss:0.1097 fps:1106 +frame:4.63e+06 wall_t:4188 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.417 +2026-01-08 10:54:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:968.50 total_reward_ma:955.64 loss:0.1905 fps:1106 +frame:4.64e+06 wall_t:4197 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.3 +2026-01-08 10:54:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:975.60 total_reward_ma:956.21 loss:0.0625 fps:1106 +frame:4.65e+06 wall_t:4206 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.421 +2026-01-08 10:54:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:998.70 total_reward_ma:956.82 loss:0.05581 fps:1106 +frame:4.66e+06 wall_t:4215 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.547 +2026-01-08 10:54:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1008.00 total_reward_ma:957.27 loss:0.1354 fps:1106 +frame:4.67e+06 wall_t:4224 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.387 +2026-01-08 10:54:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1008.70 total_reward_ma:957.67 loss:0.07911 fps:1106 +frame:4.68e+06 wall_t:4232 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.483 +2026-01-08 10:55:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:981.20 total_reward_ma:957.34 loss:0.03659 fps:1106 +frame:4.69e+06 wall_t:4241 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.317 +2026-01-08 10:55:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:996.60 total_reward_ma:957.29 loss:0.0784 fps:1106 +frame:4.70e+06 wall_t:4249 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.543 +2026-01-08 10:55:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1005.20 total_reward_ma:957.52 loss:0.07886 fps:1106 +frame:4.71e+06 wall_t:4257 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.883 +2026-01-08 10:55:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:999.50 total_reward_ma:957.63 loss:0.1148 fps:1107 +frame:4.72e+06 wall_t:4265 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.155 +2026-01-08 10:55:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:990.30 total_reward_ma:957.85 loss:0.1876 fps:1106 +frame:4.73e+06 wall_t:4276 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.016 +2026-01-08 10:55:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1011.70 total_reward_ma:958.37 loss:0.03753 fps:1106 +frame:4.74e+06 wall_t:4285 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.244 +2026-01-08 10:55:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1004.40 total_reward_ma:958.86 loss:0.09216 fps:1106 +frame:4.75e+06 wall_t:4294 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.147 +2026-01-08 10:56:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1000.80 total_reward_ma:959.13 loss:0.1993 fps:1106 +frame:4.76e+06 wall_t:4302 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.294 +2026-01-08 10:56:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:998.50 total_reward_ma:959.72 loss:0.06257 fps:1106 +frame:4.77e+06 wall_t:4311 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.42 +2026-01-08 10:56:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:977.00 total_reward_ma:960.03 loss:0.1043 fps:1106 +frame:4.78e+06 wall_t:4320 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.322 +2026-01-08 10:56:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:977.80 total_reward_ma:960.40 loss:0.1308 fps:1107 +frame:4.79e+06 wall_t:4328 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.289 +2026-01-08 10:56:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:989.90 total_reward_ma:960.78 loss:0.1178 fps:1107 +frame:4.80e+06 wall_t:4337 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.341 +2026-01-08 10:56:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:989.60 total_reward_ma:961.26 loss:0.1184 fps:1107 +frame:4.81e+06 wall_t:4347 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.509 +2026-01-08 10:56:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:983.80 total_reward_ma:961.79 loss:0.1157 fps:1107 +frame:4.82e+06 wall_t:4356 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.241 +2026-01-08 10:57:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:998.50 total_reward_ma:963.07 loss:0.07453 fps:1107 +frame:4.83e+06 wall_t:4365 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.623 +2026-01-08 10:57:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1012.80 total_reward_ma:964.34 loss:0.01215 fps:1107 +frame:4.84e+06 wall_t:4374 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.485 +2026-01-08 10:57:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1036.70 total_reward_ma:965.70 loss:0.1562 fps:1107 +frame:4.85e+06 wall_t:4382 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.379 +2026-01-08 10:57:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1025.70 total_reward_ma:966.81 loss:0.1585 fps:1107 +frame:4.86e+06 wall_t:4391 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.457 +2026-01-08 10:57:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1014.90 total_reward_ma:967.70 loss:0.0387 fps:1107 +frame:4.87e+06 wall_t:4399 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.708 +2026-01-08 10:57:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1034.20 total_reward_ma:968.49 loss:0.05669 fps:1107 +frame:4.88e+06 wall_t:4408 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.152 +2026-01-08 10:57:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1044.90 total_reward_ma:969.35 loss:0.1575 fps:1107 +frame:4.89e+06 wall_t:4417 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.438 +2026-01-08 10:58:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1056.80 total_reward_ma:969.99 loss:0.131 fps:1107 +frame:4.90e+06 wall_t:4426 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.431 +2026-01-08 10:58:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1046.80 total_reward_ma:970.59 loss:0.2265 fps:1107 +frame:4.91e+06 wall_t:4435 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.302 +2026-01-08 10:58:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.50 total_reward_ma:971.32 loss:0.1592 fps:1107 +frame:4.92e+06 wall_t:4444 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.355 +2026-01-08 10:58:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1054.20 total_reward_ma:972.17 loss:0.1549 fps:1107 +frame:4.93e+06 wall_t:4454 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.516 +2026-01-08 10:58:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1072.50 total_reward_ma:973.32 loss:0.0721 fps:1107 +frame:4.94e+06 wall_t:4463 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.333 +2026-01-08 10:58:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1051.80 total_reward_ma:974.67 loss:0.08587 fps:1107 +frame:4.95e+06 wall_t:4471 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.099 +2026-01-08 10:59:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1064.20 total_reward_ma:976.23 loss:0.1952 fps:1107 +frame:4.96e+06 wall_t:4481 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.516 +2026-01-08 10:59:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1072.90 total_reward_ma:977.96 loss:0.1904 fps:1107 +frame:4.97e+06 wall_t:4489 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.315 +2026-01-08 10:59:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1068.30 total_reward_ma:979.63 loss:0.1844 fps:1107 +frame:4.98e+06 wall_t:4498 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.273 +2026-01-08 10:59:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1046.80 total_reward_ma:981.01 loss:0.1089 fps:1107 +frame:4.99e+06 wall_t:4506 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.354 +2026-01-08 10:59:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1063.50 total_reward_ma:982.49 loss:0.1376 fps:1107 +frame:5.00e+06 wall_t:4515 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.424 +2026-01-08 10:59:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1061.00 total_reward_ma:983.99 loss:0.1692 fps:1107 +frame:5.01e+06 wall_t:4524 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.064 +2026-01-08 10:59:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1070.30 total_reward_ma:985.52 loss:0.1571 fps:1108 +frame:5.02e+06 wall_t:4532 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.322 +2026-01-08 11:00:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1024.10 total_reward_ma:986.50 loss:0.1539 fps:1107 +frame:5.03e+06 wall_t:4542 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.138 +2026-01-08 11:00:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1017.70 total_reward_ma:987.46 loss:0.2291 fps:1107 +frame:5.04e+06 wall_t:4551 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.346 +2026-01-08 11:00:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1003.50 total_reward_ma:988.18 loss:0.005731 fps:1107 +frame:5.05e+06 wall_t:4561 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.328 +2026-01-08 11:00:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1010.70 total_reward_ma:988.96 loss:0.1613 fps:1107 +frame:5.06e+06 wall_t:4570 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.321 +2026-01-08 11:00:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:987.60 total_reward_ma:989.79 loss:0.1207 fps:1107 +frame:5.07e+06 wall_t:4579 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.3 +2026-01-08 11:00:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:981.50 total_reward_ma:990.59 loss:0.1332 fps:1107 +frame:5.08e+06 wall_t:4587 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.154 +2026-01-08 11:00:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:992.50 total_reward_ma:991.26 loss:0.2077 fps:1107 +frame:5.09e+06 wall_t:4596 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.309 +2026-01-08 11:01:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1012.20 total_reward_ma:992.31 loss:0.1121 fps:1107 +frame:5.10e+06 wall_t:4605 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.2 +2026-01-08 11:01:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1003.40 total_reward_ma:993.34 loss:0.08727 fps:1107 +frame:5.11e+06 wall_t:4614 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.296 +2026-01-08 11:01:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1021.10 total_reward_ma:994.61 loss:0.1635 fps:1108 +frame:5.12e+06 wall_t:4623 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.265 +2026-01-08 11:01:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:987.40 total_reward_ma:995.54 loss:0.1321 fps:1108 +frame:5.13e+06 wall_t:4631 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.427 +2026-01-08 11:01:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:981.30 total_reward_ma:996.44 loss:0.1312 fps:1108 +frame:5.14e+06 wall_t:4640 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.313 +2026-01-08 11:01:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:996.90 total_reward_ma:997.34 loss:0.143 fps:1108 +frame:5.15e+06 wall_t:4648 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.37 +2026-01-08 11:01:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:988.30 total_reward_ma:998.33 loss:0.1041 fps:1108 +frame:5.16e+06 wall_t:4658 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.213 +2026-01-08 11:02:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:950.70 total_reward_ma:998.83 loss:0.05364 fps:1108 +frame:5.17e+06 wall_t:4667 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.219 +2026-01-08 11:02:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:934.50 total_reward_ma:998.90 loss:0.05712 fps:1108 +frame:5.18e+06 wall_t:4676 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.13 +2026-01-08 11:02:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:946.40 total_reward_ma:998.89 loss:0.142 fps:1108 +frame:5.19e+06 wall_t:4686 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.258 +2026-01-08 11:02:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:961.70 total_reward_ma:998.71 loss:0.108 fps:1108 +frame:5.20e+06 wall_t:4694 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.288 +2026-01-08 11:02:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:963.20 total_reward_ma:998.35 loss:0.0997 fps:1108 +frame:5.21e+06 wall_t:4702 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.441 +2026-01-08 11:02:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:930.20 total_reward_ma:997.67 loss:0.1098 fps:1108 +frame:5.22e+06 wall_t:4712 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.35 +2026-01-08 11:02:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:944.70 total_reward_ma:997.05 loss:0.1203 fps:1108 +frame:5.23e+06 wall_t:4720 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.488 +2026-01-08 11:03:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:947.70 total_reward_ma:996.44 loss:0.1163 fps:1108 +frame:5.24e+06 wall_t:4728 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.265 +2026-01-08 11:03:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:967.00 total_reward_ma:995.97 loss:0.1019 fps:1108 +frame:5.25e+06 wall_t:4738 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.348 +2026-01-08 11:03:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:943.40 total_reward_ma:995.27 loss:0.1277 fps:1108 +frame:5.26e+06 wall_t:4747 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.289 +2026-01-08 11:03:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:953.90 total_reward_ma:995.20 loss:0.1095 fps:1108 +frame:5.27e+06 wall_t:4755 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.509 +2026-01-08 11:03:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:976.90 total_reward_ma:995.29 loss:0.1181 fps:1108 +frame:5.28e+06 wall_t:4765 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.373 +2026-01-08 11:03:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:997.60 total_reward_ma:995.65 loss:0.08728 fps:1108 +frame:5.29e+06 wall_t:4773 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.229 +2026-01-08 11:04:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1033.70 total_reward_ma:996.39 loss:0.1442 fps:1109 +frame:5.30e+06 wall_t:4781 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.502 +2026-01-08 11:04:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1027.90 total_reward_ma:997.21 loss:0.08022 fps:1109 +frame:5.31e+06 wall_t:4790 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.228 +2026-01-08 11:04:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1055.80 total_reward_ma:998.21 loss:0.09712 fps:1108 +frame:5.32e+06 wall_t:4800 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.473 +2026-01-08 11:04:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.80 total_reward_ma:998.97 loss:0.114 fps:1108 +frame:5.33e+06 wall_t:4809 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.232 +2026-01-08 11:04:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1099.90 total_reward_ma:1000.03 loss:0.123 fps:1109 +frame:5.34e+06 wall_t:4817 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.194 +2026-01-08 11:04:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1097.60 total_reward_ma:1001.05 loss:0.2779 fps:1109 +frame:5.35e+06 wall_t:4826 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.328 +2026-01-08 11:04:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1084.40 total_reward_ma:1001.88 loss:0.1686 fps:1109 +frame:5.36e+06 wall_t:4835 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.31 +2026-01-08 11:05:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1089.90 total_reward_ma:1002.80 loss:0.07915 fps:1109 +frame:5.37e+06 wall_t:4843 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.317 +2026-01-08 11:05:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1071.30 total_reward_ma:1003.62 loss:0.1857 fps:1109 +frame:5.38e+06 wall_t:4851 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.204 +2026-01-08 11:05:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1059.80 total_reward_ma:1004.35 loss:0.1212 fps:1109 +frame:5.39e+06 wall_t:4860 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.382 +2026-01-08 11:05:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1052.50 total_reward_ma:1005.12 loss:0.1191 fps:1109 +frame:5.40e+06 wall_t:4868 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.26 +2026-01-08 11:05:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1040.50 total_reward_ma:1005.85 loss:0.1813 fps:1109 +frame:5.41e+06 wall_t:4877 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.178 +2026-01-08 11:05:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1027.20 total_reward_ma:1006.56 loss:0.1656 fps:1109 +frame:5.42e+06 wall_t:4886 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.037 +2026-01-08 11:05:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1009.20 total_reward_ma:1007.18 loss:0.1322 fps:1109 +frame:5.43e+06 wall_t:4895 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.43 +2026-01-08 11:06:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:995.60 total_reward_ma:1007.78 loss:0.1199 fps:1110 +frame:5.44e+06 wall_t:4903 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.229 +2026-01-08 11:06:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:971.70 total_reward_ma:1007.91 loss:0.1895 fps:1110 +frame:5.45e+06 wall_t:4912 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.149 +2026-01-08 11:06:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:984.50 total_reward_ma:1008.28 loss:0.09213 fps:1109 +frame:5.46e+06 wall_t:4922 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.498 +2026-01-08 11:06:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1005.30 total_reward_ma:1008.94 loss:0.08861 fps:1110 +frame:5.47e+06 wall_t:4930 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.321 +2026-01-08 11:06:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1012.20 total_reward_ma:1009.84 loss:0.0983 fps:1109 +frame:5.48e+06 wall_t:4940 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.395 +2026-01-08 11:06:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1027.30 total_reward_ma:1010.64 loss:0.01228 fps:1109 +frame:5.49e+06 wall_t:4949 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.445 +2026-01-08 11:06:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1060.90 total_reward_ma:1011.85 loss:0.01862 fps:1109 +frame:5.50e+06 wall_t:4958 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.221 +2026-01-08 11:07:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1080.40 total_reward_ma:1013.10 loss:0.2251 fps:1109 +frame:5.51e+06 wall_t:4967 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.26 +2026-01-08 11:07:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1086.30 total_reward_ma:1014.26 loss:0.03128 fps:1109 +frame:5.52e+06 wall_t:4976 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.791 +2026-01-08 11:07:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1132.40 total_reward_ma:1015.63 loss:0.0648 fps:1109 +frame:5.53e+06 wall_t:4986 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.244 +2026-01-08 11:07:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1146.50 total_reward_ma:1017.24 loss:0.1616 fps:1109 +frame:5.54e+06 wall_t:4995 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.216 +2026-01-08 11:07:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1173.60 total_reward_ma:1018.98 loss:0.1836 fps:1109 +frame:5.55e+06 wall_t:5003 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.305 +2026-01-08 11:07:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1178.80 total_reward_ma:1020.54 loss:0.1022 fps:1110 +frame:5.56e+06 wall_t:5011 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.44 +2026-01-08 11:08:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1165.00 total_reward_ma:1021.62 loss:0.1016 fps:1110 +frame:5.57e+06 wall_t:5020 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.9313 +2026-01-08 11:08:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1164.20 total_reward_ma:1022.72 loss:0.2081 fps:1109 +frame:5.58e+06 wall_t:5030 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.34 +2026-01-08 11:08:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1169.50 total_reward_ma:1024.23 loss:0.1551 fps:1109 +frame:5.59e+06 wall_t:5039 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.503 +2026-01-08 11:08:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1133.60 total_reward_ma:1025.65 loss:0.133 fps:1109 +frame:5.60e+06 wall_t:5048 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.303 +2026-01-08 11:08:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1144.00 total_reward_ma:1027.02 loss:0.05779 fps:1109 +frame:5.61e+06 wall_t:5057 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.396 +2026-01-08 11:08:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1108.80 total_reward_ma:1027.78 loss:0.06608 fps:1109 +frame:5.62e+06 wall_t:5067 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.323 +2026-01-08 11:08:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1094.60 total_reward_ma:1028.81 loss:0.129 fps:1109 +frame:5.63e+06 wall_t:5076 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.306 +2026-01-08 11:09:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1078.10 total_reward_ma:1029.91 loss:0.109 fps:1109 +frame:5.64e+06 wall_t:5084 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.332 +2026-01-08 11:09:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1084.70 total_reward_ma:1031.00 loss:0.1225 fps:1109 +frame:5.65e+06 wall_t:5093 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.395 +2026-01-08 11:09:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1071.20 total_reward_ma:1031.72 loss:0.07337 fps:1109 +frame:5.66e+06 wall_t:5102 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.529 +2026-01-08 11:09:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.20 total_reward_ma:1032.29 loss:0.07129 fps:1109 +frame:5.67e+06 wall_t:5111 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.421 +2026-01-08 11:09:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1064.40 total_reward_ma:1032.85 loss:0.08751 fps:1110 +frame:5.68e+06 wall_t:5119 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.224 +2026-01-08 11:09:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1080.40 total_reward_ma:1033.84 loss:0.2022 fps:1110 +frame:5.69e+06 wall_t:5128 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.375 +2026-01-08 11:09:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1093.80 total_reward_ma:1034.81 loss:0.1732 fps:1110 +frame:5.70e+06 wall_t:5137 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.492 +2026-01-08 11:10:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.00 total_reward_ma:1035.41 loss:0.07167 fps:1110 +frame:5.71e+06 wall_t:5146 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.315 +2026-01-08 11:10:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1104.90 total_reward_ma:1036.47 loss:0.1842 fps:1110 +frame:5.72e+06 wall_t:5153 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.385 +2026-01-08 11:10:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1107.60 total_reward_ma:1037.64 loss:0.06212 fps:1110 +frame:5.73e+06 wall_t:5162 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.261 +2026-01-08 11:10:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1127.80 total_reward_ma:1038.80 loss:0.1318 fps:1110 +frame:5.74e+06 wall_t:5171 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.384 +2026-01-08 11:10:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1128.90 total_reward_ma:1040.04 loss:0.1619 fps:1110 +frame:5.75e+06 wall_t:5181 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.205 +2026-01-08 11:10:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1122.40 total_reward_ma:1041.26 loss:0.1275 fps:1110 +frame:5.76e+06 wall_t:5189 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.549 +2026-01-08 11:10:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1148.60 total_reward_ma:1042.76 loss:0.04613 fps:1110 +frame:5.77e+06 wall_t:5198 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.296 +2026-01-08 11:11:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1135.20 total_reward_ma:1044.34 loss:0.2378 fps:1110 +frame:5.78e+06 wall_t:5206 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.399 +2026-01-08 11:11:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1136.20 total_reward_ma:1045.93 loss:0.007579 fps:1110 +frame:5.79e+06 wall_t:5215 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.452 +2026-01-08 11:11:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1158.50 total_reward_ma:1047.61 loss:0.07576 fps:1110 +frame:5.80e+06 wall_t:5224 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.257 +2026-01-08 11:11:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1158.30 total_reward_ma:1049.30 loss:0.1656 fps:1110 +frame:5.81e+06 wall_t:5233 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.267 +2026-01-08 11:11:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1117.70 total_reward_ma:1050.64 loss:0.1083 fps:1110 +frame:5.82e+06 wall_t:5241 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.378 +2026-01-08 11:11:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1121.40 total_reward_ma:1051.87 loss:0.0965 fps:1111 +frame:5.83e+06 wall_t:5249 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.211 +2026-01-08 11:11:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1120.70 total_reward_ma:1052.95 loss:0.0872 fps:1111 +frame:5.84e+06 wall_t:5258 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.146 +2026-01-08 11:12:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1118.80 total_reward_ma:1053.77 loss:0.08303 fps:1111 +frame:5.85e+06 wall_t:5266 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.38 +2026-01-08 11:12:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1093.60 total_reward_ma:1054.45 loss:0.09205 fps:1111 +frame:5.86e+06 wall_t:5274 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.451 +2026-01-08 11:12:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1076.00 total_reward_ma:1055.06 loss:0.1096 fps:1111 +frame:5.87e+06 wall_t:5283 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.377 +2026-01-08 11:12:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1056.10 total_reward_ma:1055.28 loss:0.04757 fps:1111 +frame:5.88e+06 wall_t:5291 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.26 +2026-01-08 11:12:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1073.30 total_reward_ma:1055.56 loss:0.1522 fps:1112 +frame:5.89e+06 wall_t:5299 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.293 +2026-01-08 11:12:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1070.40 total_reward_ma:1055.70 loss:0.09268 fps:1112 +frame:5.90e+06 wall_t:5308 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.04 +2026-01-08 11:12:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1088.60 total_reward_ma:1056.12 loss:0.05642 fps:1112 +frame:5.91e+06 wall_t:5316 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.115 +2026-01-08 11:13:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1078.40 total_reward_ma:1056.36 loss:0.2765 fps:1112 +frame:5.92e+06 wall_t:5325 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.207 +2026-01-08 11:13:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.00 total_reward_ma:1056.65 loss:0.03964 fps:1112 +frame:5.93e+06 wall_t:5334 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.271 +2026-01-08 11:13:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.00 total_reward_ma:1056.58 loss:0.1368 fps:1112 +frame:5.94e+06 wall_t:5342 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.231 +2026-01-08 11:13:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1064.90 total_reward_ma:1056.71 loss:0.1678 fps:1112 +frame:5.95e+06 wall_t:5351 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.141 +2026-01-08 11:13:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1071.20 total_reward_ma:1056.78 loss:0.0835 fps:1112 +frame:5.96e+06 wall_t:5360 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.259 +2026-01-08 11:13:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1054.90 total_reward_ma:1056.60 loss:0.1006 fps:1112 +frame:5.97e+06 wall_t:5370 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.149 +2026-01-08 11:13:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1054.00 total_reward_ma:1056.46 loss:0.1339 fps:1112 +frame:5.98e+06 wall_t:5377 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.185 +2026-01-08 11:14:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1051.10 total_reward_ma:1056.50 loss:0.06592 fps:1112 +frame:5.99e+06 wall_t:5386 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.12 +2026-01-08 11:14:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1028.80 total_reward_ma:1056.15 loss:0.1886 fps:1112 +frame:6.00e+06 wall_t:5394 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.208 +2026-01-08 11:14:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1018.50 total_reward_ma:1055.73 loss:0.09293 fps:1112 +frame:6.01e+06 wall_t:5404 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.385 +2026-01-08 11:14:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.90 total_reward_ma:1055.68 loss:0.2117 fps:1112 +frame:6.02e+06 wall_t:5413 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 11:14:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1057.80 total_reward_ma:1056.02 loss:0.1139 fps:1112 +frame:6.03e+06 wall_t:5421 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.032 +2026-01-08 11:14:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1031.90 total_reward_ma:1056.16 loss:0.1112 fps:1113 +frame:6.04e+06 wall_t:5429 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.364 +2026-01-08 11:14:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1021.90 total_reward_ma:1056.35 loss:0.1859 fps:1113 +frame:6.05e+06 wall_t:5438 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:15:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1036.60 total_reward_ma:1056.60 loss:0.1382 fps:1113 +frame:6.06e+06 wall_t:5446 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.458 +2026-01-08 11:15:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1044.60 total_reward_ma:1057.18 loss:0.06671 fps:1113 +frame:6.07e+06 wall_t:5455 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 11:15:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1069.30 total_reward_ma:1058.05 loss:0.08005 fps:1113 +frame:6.08e+06 wall_t:5463 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 11:15:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1067.40 total_reward_ma:1058.80 loss:0.1861 fps:1113 +frame:6.09e+06 wall_t:5473 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 11:15:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.30 total_reward_ma:1059.21 loss:0.003627 fps:1113 +frame:6.10e+06 wall_t:5482 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 11:15:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1086.20 total_reward_ma:1060.04 loss:0.1507 fps:1113 +frame:6.11e+06 wall_t:5491 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 11:16:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.40 total_reward_ma:1060.66 loss:0.04322 fps:1113 +frame:6.12e+06 wall_t:5500 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 11:16:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1090.20 total_reward_ma:1061.69 loss:0.09441 fps:1113 +frame:6.13e+06 wall_t:5509 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 11:16:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1100.40 total_reward_ma:1062.88 loss:0.08746 fps:1113 +frame:6.14e+06 wall_t:5518 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.305 +2026-01-08 11:16:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1097.90 total_reward_ma:1063.89 loss:0.01822 fps:1113 +frame:6.15e+06 wall_t:5526 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 11:16:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1080.40 total_reward_ma:1064.81 loss:0.06101 fps:1113 +frame:6.16e+06 wall_t:5534 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 11:16:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1074.00 total_reward_ma:1066.05 loss:0.06104 fps:1113 +frame:6.17e+06 wall_t:5544 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 11:16:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1055.90 total_reward_ma:1067.26 loss:0.177 fps:1113 +frame:6.18e+06 wall_t:5552 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 11:17:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1027.20 total_reward_ma:1068.07 loss:0.1461 fps:1113 +frame:6.19e+06 wall_t:5561 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 11:17:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1034.60 total_reward_ma:1068.80 loss:0.04865 fps:1113 +frame:6.20e+06 wall_t:5569 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.26 +2026-01-08 11:17:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1034.50 total_reward_ma:1069.51 loss:0.112 fps:1114 +frame:6.21e+06 wall_t:5577 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 11:17:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1023.80 total_reward_ma:1070.45 loss:0.02311 fps:1113 +frame:6.22e+06 wall_t:5586 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:17:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1012.30 total_reward_ma:1071.12 loss:0.1278 fps:1114 +frame:6.23e+06 wall_t:5594 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 11:17:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1015.10 total_reward_ma:1071.80 loss:0.2084 fps:1114 +frame:6.24e+06 wall_t:5603 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:17:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1016.30 total_reward_ma:1072.29 loss:0.1563 fps:1114 +frame:6.25e+06 wall_t:5611 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 11:17:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1010.00 total_reward_ma:1072.96 loss:0.03835 fps:1114 +frame:6.26e+06 wall_t:5619 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 11:18:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1020.20 total_reward_ma:1073.62 loss:0.03312 fps:1114 +frame:6.27e+06 wall_t:5627 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.429 +2026-01-08 11:18:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1019.40 total_reward_ma:1074.04 loss:0.05461 fps:1114 +frame:6.28e+06 wall_t:5635 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.439 +2026-01-08 11:18:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1021.80 total_reward_ma:1074.29 loss:0.09645 fps:1115 +frame:6.29e+06 wall_t:5643 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 11:18:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1027.70 total_reward_ma:1074.23 loss:0.1199 fps:1115 +frame:6.30e+06 wall_t:5652 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.399 +2026-01-08 11:18:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1027.50 total_reward_ma:1074.22 loss:0.1928 fps:1115 +frame:6.31e+06 wall_t:5660 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 11:18:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1019.60 total_reward_ma:1073.86 loss:0.1196 fps:1115 +frame:6.32e+06 wall_t:5667 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.201 +2026-01-08 11:18:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1026.30 total_reward_ma:1073.59 loss:0.1062 fps:1115 +frame:6.33e+06 wall_t:5676 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 11:19:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1033.50 total_reward_ma:1072.92 loss:0.1373 fps:1115 +frame:6.34e+06 wall_t:5685 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.447 +2026-01-08 11:19:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1039.60 total_reward_ma:1072.34 loss:0.1726 fps:1115 +frame:6.35e+06 wall_t:5694 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.336 +2026-01-08 11:19:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1020.80 total_reward_ma:1071.70 loss:0.1603 fps:1115 +frame:6.36e+06 wall_t:5703 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 11:19:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1042.20 total_reward_ma:1071.23 loss:0.09957 fps:1115 +frame:6.37e+06 wall_t:5712 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.177 +2026-01-08 11:19:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1028.80 total_reward_ma:1070.80 loss:0.2192 fps:1115 +frame:6.38e+06 wall_t:5721 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.403 +2026-01-08 11:19:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1038.40 total_reward_ma:1070.59 loss:0.0746 fps:1115 +frame:6.39e+06 wall_t:5730 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 11:20:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1031.80 total_reward_ma:1070.38 loss:0.05563 fps:1115 +frame:6.40e+06 wall_t:5740 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 11:20:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1069.30 total_reward_ma:1070.67 loss:0.1348 fps:1115 +frame:6.41e+06 wall_t:5748 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 11:20:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1077.90 total_reward_ma:1071.18 loss:0.1318 fps:1115 +frame:6.42e+06 wall_t:5757 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.347 +2026-01-08 11:20:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1062.80 total_reward_ma:1071.71 loss:0.03928 fps:1115 +frame:6.43e+06 wall_t:5766 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 11:20:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1064.20 total_reward_ma:1072.40 loss:0.1394 fps:1115 +frame:6.44e+06 wall_t:5774 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 11:20:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1032.20 total_reward_ma:1073.00 loss:0.04621 fps:1116 +frame:6.45e+06 wall_t:5782 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.9452 +2026-01-08 11:20:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1047.90 total_reward_ma:1073.64 loss:0.2068 fps:1116 +frame:6.46e+06 wall_t:5791 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 11:21:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1026.00 total_reward_ma:1073.85 loss:0.1542 fps:1115 +frame:6.47e+06 wall_t:5801 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 11:21:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1042.50 total_reward_ma:1074.15 loss:0.1041 fps:1115 +frame:6.48e+06 wall_t:5811 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 11:21:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1032.60 total_reward_ma:1074.20 loss:0.04614 fps:1115 +frame:6.49e+06 wall_t:5821 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 11:21:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1019.20 total_reward_ma:1073.78 loss:0.1385 fps:1115 +frame:6.50e+06 wall_t:5830 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 11:21:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1004.80 total_reward_ma:1073.03 loss:0.1144 fps:1115 +frame:6.51e+06 wall_t:5838 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 11:21:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1020.10 total_reward_ma:1072.37 loss:0.04534 fps:1115 +frame:6.52e+06 wall_t:5846 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 11:21:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1037.90 total_reward_ma:1071.42 loss:0.124 fps:1115 +frame:6.53e+06 wall_t:5856 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:22:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1023.90 total_reward_ma:1070.19 loss:0.06987 fps:1115 +frame:6.54e+06 wall_t:5865 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 11:22:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1034.50 total_reward_ma:1068.80 loss:0.06409 fps:1115 +frame:6.55e+06 wall_t:5873 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 11:22:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1014.60 total_reward_ma:1067.16 loss:0.04912 fps:1115 +frame:6.56e+06 wall_t:5882 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 11:22:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1040.50 total_reward_ma:1065.92 loss:0.1198 fps:1115 +frame:6.57e+06 wall_t:5890 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 11:22:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1038.20 total_reward_ma:1064.66 loss:0.1145 fps:1116 +frame:6.58e+06 wall_t:5897 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 11:22:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1062.50 total_reward_ma:1063.59 loss:0.2088 fps:1116 +frame:6.59e+06 wall_t:5906 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 11:22:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1059.70 total_reward_ma:1062.85 loss:0.1268 fps:1116 +frame:6.60e+06 wall_t:5915 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.388 +2026-01-08 11:23:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1050.10 total_reward_ma:1061.91 loss:0.13 fps:1116 +frame:6.61e+06 wall_t:5923 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.9591 +2026-01-08 11:23:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1059.80 total_reward_ma:1061.42 loss:0.08669 fps:1116 +frame:6.62e+06 wall_t:5932 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 11:23:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1060.10 total_reward_ma:1061.07 loss:0.1453 fps:1116 +frame:6.63e+06 wall_t:5940 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 11:23:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1058.20 total_reward_ma:1060.88 loss:0.03469 fps:1116 +frame:6.64e+06 wall_t:5950 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.8966 +2026-01-08 11:23:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1039.30 total_reward_ma:1060.42 loss:0.1246 fps:1116 +frame:6.65e+06 wall_t:5959 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 11:23:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1048.80 total_reward_ma:1060.20 loss:0.09378 fps:1116 +frame:6.66e+06 wall_t:5967 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.426 +2026-01-08 11:23:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1050.30 total_reward_ma:1060.05 loss:0.1628 fps:1116 +frame:6.67e+06 wall_t:5976 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.326 +2026-01-08 11:24:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1042.70 total_reward_ma:1059.83 loss:0.06164 fps:1116 +frame:6.68e+06 wall_t:5986 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 11:24:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1036.50 total_reward_ma:1059.39 loss:0.1444 fps:1116 +frame:6.69e+06 wall_t:5995 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 11:24:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1033.00 total_reward_ma:1058.78 loss:0.1637 fps:1116 +frame:6.70e+06 wall_t:6004 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.28 +2026-01-08 11:24:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1018.60 total_reward_ma:1058.32 loss:0.1942 fps:1116 +frame:6.71e+06 wall_t:6012 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.336 +2026-01-08 11:24:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1017.10 total_reward_ma:1057.44 loss:0.03738 fps:1116 +frame:6.72e+06 wall_t:6021 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.391 +2026-01-08 11:24:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1011.40 total_reward_ma:1056.48 loss:0.132 fps:1116 +frame:6.73e+06 wall_t:6030 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.978 +2026-01-08 11:24:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1001.20 total_reward_ma:1055.21 loss:0.07923 fps:1116 +frame:6.74e+06 wall_t:6038 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 11:25:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:972.80 total_reward_ma:1053.65 loss:0.1201 fps:1116 +frame:6.75e+06 wall_t:6047 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 11:25:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:965.10 total_reward_ma:1052.08 loss:0.03835 fps:1116 +frame:6.76e+06 wall_t:6056 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 11:25:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:982.60 total_reward_ma:1050.42 loss:0.1356 fps:1116 +frame:6.77e+06 wall_t:6066 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 11:25:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1006.10 total_reward_ma:1049.13 loss:0.008935 fps:1116 +frame:6.78e+06 wall_t:6075 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 11:25:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1029.40 total_reward_ma:1048.06 loss:0.134 fps:1116 +frame:6.79e+06 wall_t:6084 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 11:25:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1009.90 total_reward_ma:1046.57 loss:0.1286 fps:1116 +frame:6.80e+06 wall_t:6093 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 11:26:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1028.10 total_reward_ma:1045.27 loss:0.06107 fps:1116 +frame:6.81e+06 wall_t:6102 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.398 +2026-01-08 11:26:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1034.50 total_reward_ma:1044.44 loss:0.1823 fps:1116 +frame:6.82e+06 wall_t:6110 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 11:26:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1051.30 total_reward_ma:1043.74 loss:0.1726 fps:1116 +frame:6.83e+06 wall_t:6118 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 11:26:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1072.20 total_reward_ma:1043.25 loss:0.1629 fps:1116 +frame:6.84e+06 wall_t:6129 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.326 +2026-01-08 11:26:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1064.50 total_reward_ma:1042.71 loss:0.2013 fps:1116 +frame:6.85e+06 wall_t:6138 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.269 +2026-01-08 11:26:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1040.60 total_reward_ma:1042.18 loss:0.04863 fps:1116 +frame:6.86e+06 wall_t:6147 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.019 +2026-01-08 11:26:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1024.30 total_reward_ma:1041.66 loss:0.1096 fps:1116 +frame:6.87e+06 wall_t:6155 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 11:27:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1032.40 total_reward_ma:1041.43 loss:0.1657 fps:1116 +frame:6.88e+06 wall_t:6165 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 11:27:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1028.10 total_reward_ma:1040.98 loss:0.1286 fps:1116 +frame:6.89e+06 wall_t:6175 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.372 +2026-01-08 11:27:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1022.30 total_reward_ma:1040.49 loss:0.1201 fps:1116 +frame:6.90e+06 wall_t:6185 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 11:27:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1014.10 total_reward_ma:1039.75 loss:0.1336 fps:1115 +frame:6.91e+06 wall_t:6195 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 11:27:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1016.50 total_reward_ma:1039.13 loss:0.1643 fps:1116 +frame:6.92e+06 wall_t:6202 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 11:27:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1009.90 total_reward_ma:1038.40 loss:0.1632 fps:1116 +frame:6.93e+06 wall_t:6211 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.26 +2026-01-08 11:28:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1018.20 total_reward_ma:1037.93 loss:0.1454 fps:1116 +frame:6.94e+06 wall_t:6220 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 11:28:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1015.80 total_reward_ma:1037.44 loss:0.09016 fps:1116 +frame:6.95e+06 wall_t:6229 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.243 +2026-01-08 11:28:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1030.20 total_reward_ma:1037.03 loss:0.1681 fps:1116 +frame:6.96e+06 wall_t:6236 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.471 +2026-01-08 11:28:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1024.20 total_reward_ma:1036.72 loss:0.02122 fps:1116 +frame:6.97e+06 wall_t:6245 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 11:28:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1020.20 total_reward_ma:1036.39 loss:0.09879 fps:1116 +frame:6.98e+06 wall_t:6253 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 11:28:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1013.00 total_reward_ma:1036.01 loss:0.1491 fps:1116 +frame:6.99e+06 wall_t:6261 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 11:28:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:988.50 total_reward_ma:1035.60 loss:0.1988 fps:1116 +frame:7.00e+06 wall_t:6270 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 11:28:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1018.10 total_reward_ma:1035.60 loss:0.1746 fps:1117 +frame:7.01e+06 wall_t:6277 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 11:29:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1015.60 total_reward_ma:1035.09 loss:0.147 fps:1117 +frame:7.02e+06 wall_t:6285 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.009 +2026-01-08 11:29:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1004.80 total_reward_ma:1034.56 loss:0.2333 fps:1117 +frame:7.03e+06 wall_t:6292 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.177 +2026-01-08 11:29:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:985.10 total_reward_ma:1034.10 loss:0.1175 fps:1118 +frame:7.04e+06 wall_t:6299 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 11:29:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:986.10 total_reward_ma:1033.74 loss:0.08953 fps:1118 +frame:7.05e+06 wall_t:6306 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 11:29:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:992.30 total_reward_ma:1033.30 loss:0.07113 fps:1118 +frame:7.06e+06 wall_t:6314 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 11:29:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:987.80 total_reward_ma:1032.73 loss:0.164 fps:1118 +frame:7.07e+06 wall_t:6322 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 11:29:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1000.30 total_reward_ma:1032.04 loss:0.2098 fps:1119 +frame:7.08e+06 wall_t:6329 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:29:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:974.80 total_reward_ma:1031.11 loss:0.1257 fps:1119 +frame:7.09e+06 wall_t:6336 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.298 +2026-01-08 11:30:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:993.60 total_reward_ma:1030.51 loss:0.1218 fps:1119 +frame:7.10e+06 wall_t:6343 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.9794 +2026-01-08 11:30:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:999.40 total_reward_ma:1029.65 loss:0.1188 fps:1120 +frame:7.11e+06 wall_t:6351 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 11:30:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1006.80 total_reward_ma:1028.88 loss:0.08188 fps:1120 +frame:7.12e+06 wall_t:6358 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.286 +2026-01-08 11:30:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1025.60 total_reward_ma:1028.23 loss:0.131 fps:1120 +frame:7.13e+06 wall_t:6365 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.282 +2026-01-08 11:30:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1042.20 total_reward_ma:1027.65 loss:0.05428 fps:1120 +frame:7.14e+06 wall_t:6373 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 11:30:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1057.30 total_reward_ma:1027.25 loss:0.08167 fps:1121 +frame:7.15e+06 wall_t:6381 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 11:30:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1068.60 total_reward_ma:1027.13 loss:0.1984 fps:1121 +frame:7.16e+06 wall_t:6390 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 11:30:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1054.70 total_reward_ma:1026.94 loss:0.04667 fps:1121 +frame:7.17e+06 wall_t:6397 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.9051 +2026-01-08 11:31:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1048.70 total_reward_ma:1026.86 loss:0.1264 fps:1121 +frame:7.18e+06 wall_t:6405 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.9475 +2026-01-08 11:31:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1072.20 total_reward_ma:1027.31 loss:0.1764 fps:1121 +frame:7.19e+06 wall_t:6412 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 11:31:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1070.90 total_reward_ma:1027.68 loss:0.2582 fps:1121 +frame:7.20e+06 wall_t:6420 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 11:31:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1047.20 total_reward_ma:1027.80 loss:0.1396 fps:1122 +frame:7.21e+06 wall_t:6427 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 11:31:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1031.30 total_reward_ma:1027.88 loss:0.1306 fps:1122 +frame:7.22e+06 wall_t:6435 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 11:31:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1039.30 total_reward_ma:1028.15 loss:0.1068 fps:1122 +frame:7.23e+06 wall_t:6443 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 11:31:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1026.30 total_reward_ma:1028.26 loss:0.1016 fps:1122 +frame:7.24e+06 wall_t:6450 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 11:31:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1042.10 total_reward_ma:1028.52 loss:0.1709 fps:1123 +frame:7.25e+06 wall_t:6458 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 11:32:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1052.30 total_reward_ma:1028.94 loss:0.0818 fps:1123 +frame:7.26e+06 wall_t:6465 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 11:32:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1047.20 total_reward_ma:1029.21 loss:0.1861 fps:1123 +frame:7.27e+06 wall_t:6472 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.343 +2026-01-08 11:32:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1033.20 total_reward_ma:1029.35 loss:0.04278 fps:1123 +frame:7.28e+06 wall_t:6480 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.239 +2026-01-08 11:32:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1046.50 total_reward_ma:1029.60 loss:0.03618 fps:1124 +frame:7.29e+06 wall_t:6488 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.377 +2026-01-08 11:32:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1064.80 total_reward_ma:1029.97 loss:0.1259 fps:1124 +frame:7.30e+06 wall_t:6495 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 11:32:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1067.40 total_reward_ma:1030.37 loss:0.1387 fps:1124 +frame:7.31e+06 wall_t:6503 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:32:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1075.80 total_reward_ma:1030.93 loss:0.1007 fps:1124 +frame:7.32e+06 wall_t:6510 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:32:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.80 total_reward_ma:1031.20 loss:0.05187 fps:1125 +frame:7.33e+06 wall_t:6518 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 11:33:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1051.10 total_reward_ma:1031.38 loss:0.05594 fps:1125 +frame:7.34e+06 wall_t:6525 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 11:33:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.20 total_reward_ma:1031.52 loss:0.1414 fps:1125 +frame:7.35e+06 wall_t:6532 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 11:33:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1080.80 total_reward_ma:1032.12 loss:0.08418 fps:1125 +frame:7.36e+06 wall_t:6540 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.008 +2026-01-08 11:33:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1079.20 total_reward_ma:1032.49 loss:0.169 fps:1126 +frame:7.37e+06 wall_t:6548 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 11:33:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1091.20 total_reward_ma:1033.11 loss:0.03536 fps:1126 +frame:7.38e+06 wall_t:6556 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 11:33:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.80 total_reward_ma:1033.56 loss:0.07714 fps:1126 +frame:7.39e+06 wall_t:6564 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 11:33:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1110.00 total_reward_ma:1034.35 loss:0.07426 fps:1126 +frame:7.40e+06 wall_t:6572 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 11:33:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1115.20 total_reward_ma:1034.81 loss:0.04413 fps:1126 +frame:7.41e+06 wall_t:6579 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.36 +2026-01-08 11:34:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1148.00 total_reward_ma:1035.51 loss:0.05318 fps:1127 +frame:7.42e+06 wall_t:6586 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 11:34:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1128.20 total_reward_ma:1036.16 loss:0.08409 fps:1127 +frame:7.43e+06 wall_t:6593 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 11:34:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1111.70 total_reward_ma:1036.64 loss:0.1866 fps:1127 +frame:7.44e+06 wall_t:6601 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 11:34:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1100.30 total_reward_ma:1037.32 loss:0.05333 fps:1128 +frame:7.45e+06 wall_t:6607 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:34:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1095.20 total_reward_ma:1037.79 loss:0.101 fps:1128 +frame:7.46e+06 wall_t:6615 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 11:34:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1087.40 total_reward_ma:1038.40 loss:0.1595 fps:1128 +frame:7.47e+06 wall_t:6623 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 11:34:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.50 total_reward_ma:1038.81 loss:0.08048 fps:1128 +frame:7.48e+06 wall_t:6630 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 11:34:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1077.10 total_reward_ma:1039.26 loss:0.1832 fps:1128 +frame:7.49e+06 wall_t:6638 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.149 +2026-01-08 11:35:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1046.60 total_reward_ma:1039.53 loss:0.05512 fps:1129 +frame:7.50e+06 wall_t:6645 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 11:35:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1052.90 total_reward_ma:1040.01 loss:0.1772 fps:1129 +frame:7.51e+06 wall_t:6652 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 11:35:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1088.60 total_reward_ma:1040.70 loss:0.03295 fps:1129 +frame:7.52e+06 wall_t:6659 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 11:35:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1096.30 total_reward_ma:1041.28 loss:0.08537 fps:1129 +frame:7.53e+06 wall_t:6667 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 11:35:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1093.00 total_reward_ma:1041.97 loss:0.09667 fps:1130 +frame:7.54e+06 wall_t:6674 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:35:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1079.80 total_reward_ma:1042.43 loss:0.0518 fps:1130 +frame:7.55e+06 wall_t:6682 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.01 +2026-01-08 11:35:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1067.30 total_reward_ma:1042.95 loss:0.05322 fps:1130 +frame:7.56e+06 wall_t:6690 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:35:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1068.60 total_reward_ma:1043.23 loss:0.1043 fps:1130 +frame:7.57e+06 wall_t:6697 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 11:36:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1077.20 total_reward_ma:1043.62 loss:0.1695 fps:1130 +frame:7.58e+06 wall_t:6705 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.349 +2026-01-08 11:36:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1094.20 total_reward_ma:1043.94 loss:0.2076 fps:1131 +frame:7.59e+06 wall_t:6712 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 11:36:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.10 total_reward_ma:1044.00 loss:0.08345 fps:1131 +frame:7.60e+06 wall_t:6719 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.177 +2026-01-08 11:36:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1051.90 total_reward_ma:1044.01 loss:0.123 fps:1131 +frame:7.61e+06 wall_t:6726 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 11:36:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1048.00 total_reward_ma:1043.90 loss:0.08427 fps:1132 +frame:7.62e+06 wall_t:6734 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 11:36:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1072.80 total_reward_ma:1044.02 loss:0.1551 fps:1132 +frame:7.63e+06 wall_t:6742 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 11:36:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1091.70 total_reward_ma:1044.36 loss:0.1876 fps:1132 +frame:7.64e+06 wall_t:6750 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 11:36:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1087.50 total_reward_ma:1044.84 loss:0.1742 fps:1132 +frame:7.65e+06 wall_t:6758 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.26 +2026-01-08 11:37:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1082.70 total_reward_ma:1045.18 loss:0.00824 fps:1132 +frame:7.66e+06 wall_t:6765 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 11:37:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1091.70 total_reward_ma:1045.59 loss:0.07417 fps:1133 +frame:7.67e+06 wall_t:6772 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.368 +2026-01-08 11:37:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.50 total_reward_ma:1046.00 loss:0.1091 fps:1133 +frame:7.68e+06 wall_t:6781 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.332 +2026-01-08 11:37:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1085.50 total_reward_ma:1046.49 loss:0.1734 fps:1133 +frame:7.69e+06 wall_t:6788 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 11:37:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1095.60 total_reward_ma:1047.12 loss:0.1395 fps:1133 +frame:7.70e+06 wall_t:6796 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 11:37:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1094.50 total_reward_ma:1047.88 loss:0.06959 fps:1133 +frame:7.71e+06 wall_t:6804 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 11:37:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1076.50 total_reward_ma:1048.47 loss:0.1532 fps:1133 +frame:7.72e+06 wall_t:6812 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.486 +2026-01-08 11:37:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1089.00 total_reward_ma:1049.24 loss:0.1514 fps:1134 +frame:7.73e+06 wall_t:6819 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 11:38:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1082.30 total_reward_ma:1050.06 loss:0.04274 fps:1134 +frame:7.74e+06 wall_t:6827 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 11:38:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1060.30 total_reward_ma:1050.93 loss:0.1418 fps:1134 +frame:7.75e+06 wall_t:6835 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 11:38:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.90 total_reward_ma:1051.82 loss:0.1995 fps:1134 +frame:7.76e+06 wall_t:6843 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 11:38:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1054.10 total_reward_ma:1052.53 loss:0.05065 fps:1134 +frame:7.77e+06 wall_t:6850 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 11:38:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1055.00 total_reward_ma:1053.02 loss:0.03248 fps:1134 +frame:7.78e+06 wall_t:6858 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 11:38:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.40 total_reward_ma:1053.56 loss:0.04535 fps:1135 +frame:7.79e+06 wall_t:6866 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 11:38:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1087.20 total_reward_ma:1054.34 loss:0.07743 fps:1135 +frame:7.80e+06 wall_t:6874 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 11:39:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1087.10 total_reward_ma:1054.93 loss:0.1335 fps:1135 +frame:7.81e+06 wall_t:6882 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 11:39:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1083.80 total_reward_ma:1055.42 loss:0.1337 fps:1135 +frame:7.82e+06 wall_t:6891 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.227 +2026-01-08 11:39:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1113.80 total_reward_ma:1056.04 loss:0.1057 fps:1135 +frame:7.83e+06 wall_t:6898 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 11:39:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1159.70 total_reward_ma:1056.92 loss:0.08236 fps:1135 +frame:7.84e+06 wall_t:6906 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.227 +2026-01-08 11:39:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1152.90 total_reward_ma:1057.80 loss:0.06686 fps:1136 +frame:7.85e+06 wall_t:6913 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 11:39:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1144.30 total_reward_ma:1058.84 loss:0.12 fps:1136 +frame:7.86e+06 wall_t:6920 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.416 +2026-01-08 11:39:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1122.70 total_reward_ma:1059.82 loss:0.1045 fps:1136 +frame:7.87e+06 wall_t:6927 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.436 +2026-01-08 11:39:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1115.90 total_reward_ma:1060.66 loss:0.04937 fps:1136 +frame:7.88e+06 wall_t:6935 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 11:40:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1118.50 total_reward_ma:1061.56 loss:0.1423 fps:1136 +frame:7.89e+06 wall_t:6943 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.978 +2026-01-08 11:40:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1126.90 total_reward_ma:1062.61 loss:0.06585 fps:1137 +frame:7.90e+06 wall_t:6951 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.461 +2026-01-08 11:40:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1121.40 total_reward_ma:1063.68 loss:0.05404 fps:1137 +frame:7.91e+06 wall_t:6959 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:40:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1095.60 total_reward_ma:1064.47 loss:0.1795 fps:1137 +frame:7.92e+06 wall_t:6967 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.9813 +2026-01-08 11:40:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1088.00 total_reward_ma:1065.25 loss:0.1394 fps:1137 +frame:7.93e+06 wall_t:6975 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.265 +2026-01-08 11:40:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1097.20 total_reward_ma:1066.04 loss:0.06471 fps:1137 +frame:7.94e+06 wall_t:6982 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 11:40:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1091.60 total_reward_ma:1066.80 loss:0.1132 fps:1138 +frame:7.95e+06 wall_t:6989 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 11:40:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1061.80 total_reward_ma:1067.12 loss:0.05586 fps:1138 +frame:7.96e+06 wall_t:6997 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.451 +2026-01-08 11:41:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1045.30 total_reward_ma:1067.33 loss:0.07339 fps:1138 +frame:7.97e+06 wall_t:7004 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.287 +2026-01-08 11:41:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1047.60 total_reward_ma:1067.60 loss:0.1367 fps:1138 +frame:7.98e+06 wall_t:7012 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.321 +2026-01-08 11:41:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1040.00 total_reward_ma:1067.87 loss:0.05859 fps:1138 +frame:7.99e+06 wall_t:7020 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.272 +2026-01-08 11:41:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1021.60 total_reward_ma:1068.20 loss:0.08922 fps:1138 +frame:8.00e+06 wall_t:7027 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.316 +2026-01-08 11:41:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1048.20 total_reward_ma:1068.51 loss:0.1295 fps:1139 +frame:8.01e+06 wall_t:7035 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 11:41:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1037.10 total_reward_ma:1068.72 loss:0.1275 fps:1139 +frame:8.02e+06 wall_t:7043 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 11:41:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1047.40 total_reward_ma:1069.15 loss:0.1931 fps:1139 +frame:8.03e+06 wall_t:7051 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 11:41:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.20 total_reward_ma:1069.95 loss:0.07858 fps:1139 +frame:8.04e+06 wall_t:7059 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.29 +2026-01-08 11:42:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1098.90 total_reward_ma:1071.08 loss:0.1155 fps:1139 +frame:8.05e+06 wall_t:7066 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 11:42:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1091.60 total_reward_ma:1072.07 loss:0.09705 fps:1139 +frame:8.06e+06 wall_t:7074 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 11:42:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1141.80 total_reward_ma:1073.61 loss:0.0418 fps:1140 +frame:8.07e+06 wall_t:7082 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.977 +2026-01-08 11:42:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1130.00 total_reward_ma:1074.91 loss:0.2297 fps:1140 +frame:8.08e+06 wall_t:7089 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 11:42:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1140.90 total_reward_ma:1076.57 loss:0.04732 fps:1140 +frame:8.09e+06 wall_t:7096 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 11:42:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1136.20 total_reward_ma:1077.99 loss:0.03064 fps:1140 +frame:8.10e+06 wall_t:7104 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.023 +2026-01-08 11:42:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1117.60 total_reward_ma:1079.17 loss:0.09506 fps:1140 +frame:8.11e+06 wall_t:7111 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 11:42:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1128.50 total_reward_ma:1080.39 loss:0.102 fps:1141 +frame:8.12e+06 wall_t:7118 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.918 +2026-01-08 11:43:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1087.60 total_reward_ma:1081.01 loss:0.152 fps:1141 +frame:8.13e+06 wall_t:7125 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.287 +2026-01-08 11:43:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1102.40 total_reward_ma:1081.61 loss:0.1322 fps:1141 +frame:8.14e+06 wall_t:7133 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.047 +2026-01-08 11:43:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1047.60 total_reward_ma:1081.52 loss:0.05202 fps:1141 +frame:8.15e+06 wall_t:7140 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.8999 +2026-01-08 11:43:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1057.40 total_reward_ma:1081.40 loss:0.3088 fps:1142 +frame:8.16e+06 wall_t:7148 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 11:43:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1065.80 total_reward_ma:1081.51 loss:0.2148 fps:1142 +frame:8.17e+06 wall_t:7156 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 11:43:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1055.30 total_reward_ma:1081.58 loss:0.1451 fps:1142 +frame:8.18e+06 wall_t:7163 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.353 +2026-01-08 11:43:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1067.90 total_reward_ma:1081.54 loss:0.0923 fps:1142 +frame:8.19e+06 wall_t:7171 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 11:43:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1051.50 total_reward_ma:1081.34 loss:0.1821 fps:1142 +frame:8.20e+06 wall_t:7178 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 11:44:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1063.10 total_reward_ma:1081.50 loss:0.2055 fps:1142 +frame:8.21e+06 wall_t:7186 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 11:44:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1053.40 total_reward_ma:1081.72 loss:0.09952 fps:1143 +frame:8.22e+06 wall_t:7194 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 11:44:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1096.50 total_reward_ma:1082.30 loss:0.1417 fps:1143 +frame:8.23e+06 wall_t:7203 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 11:44:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1102.80 total_reward_ma:1083.06 loss:0.1197 fps:1143 +frame:8.24e+06 wall_t:7210 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 11:44:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1111.00 total_reward_ma:1083.75 loss:0.0962 fps:1143 +frame:8.25e+06 wall_t:7218 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 11:44:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1113.70 total_reward_ma:1084.36 loss:0.09183 fps:1143 +frame:8.26e+06 wall_t:7225 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.02 +2026-01-08 11:44:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1125.20 total_reward_ma:1085.14 loss:0.1232 fps:1144 +frame:8.27e+06 wall_t:7232 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.283 +2026-01-08 11:44:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1118.40 total_reward_ma:1086.00 loss:0.1367 fps:1144 +frame:8.28e+06 wall_t:7239 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 11:45:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1142.10 total_reward_ma:1086.95 loss:0.09332 fps:1144 +frame:8.29e+06 wall_t:7247 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 11:45:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1154.80 total_reward_ma:1087.85 loss:0.02116 fps:1144 +frame:8.30e+06 wall_t:7254 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 11:45:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1129.40 total_reward_ma:1088.47 loss:0.09827 fps:1144 +frame:8.31e+06 wall_t:7262 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 11:45:29 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1138.60 total_reward_ma:1089.10 loss:0.1324 fps:1145 +frame:8.32e+06 wall_t:7269 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 11:45:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1147.60 total_reward_ma:1090.04 loss:0.07754 fps:1145 +frame:8.33e+06 wall_t:7276 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.258 +2026-01-08 11:45:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1178.80 total_reward_ma:1091.31 loss:0.1694 fps:1145 +frame:8.34e+06 wall_t:7284 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 11:45:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1218.20 total_reward_ma:1092.97 loss:0.2513 fps:1145 +frame:8.35e+06 wall_t:7291 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 11:45:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1206.60 total_reward_ma:1094.22 loss:0.04708 fps:1146 +frame:8.36e+06 wall_t:7298 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 11:46:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1220.20 total_reward_ma:1095.63 loss:0.1247 fps:1146 +frame:8.37e+06 wall_t:7306 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 11:46:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1208.20 total_reward_ma:1096.80 loss:0.09963 fps:1146 +frame:8.38e+06 wall_t:7313 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.055 +2026-01-08 11:46:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1200.80 total_reward_ma:1097.97 loss:0.05139 fps:1146 +frame:8.39e+06 wall_t:7322 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.055 +2026-01-08 11:46:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1227.00 total_reward_ma:1099.14 loss:0.1639 fps:1146 +frame:8.40e+06 wall_t:7330 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.9578 +2026-01-08 11:46:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1202.10 total_reward_ma:1100.01 loss:0.02213 fps:1146 +frame:8.41e+06 wall_t:7338 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 11:46:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1202.80 total_reward_ma:1100.56 loss:0.08079 fps:1146 +frame:8.42e+06 wall_t:7345 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.9993 +2026-01-08 11:46:52 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1182.10 total_reward_ma:1101.10 loss:0.184 fps:1147 +frame:8.43e+06 wall_t:7352 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.019 +2026-01-08 11:46:59 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1179.10 total_reward_ma:1101.77 loss:0.09979 fps:1147 +frame:8.44e+06 wall_t:7359 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.013 +2026-01-08 11:47:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1199.00 total_reward_ma:1102.76 loss:0.07115 fps:1147 +frame:8.45e+06 wall_t:7366 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.007 +2026-01-08 11:47:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1194.20 total_reward_ma:1103.75 loss:0.08836 fps:1147 +frame:8.46e+06 wall_t:7373 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 11:47:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1199.20 total_reward_ma:1104.87 loss:0.1678 fps:1148 +frame:8.47e+06 wall_t:7380 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 11:47:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1191.20 total_reward_ma:1105.95 loss:0.07021 fps:1148 +frame:8.48e+06 wall_t:7387 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 11:47:35 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1214.20 total_reward_ma:1107.32 loss:0.07932 fps:1148 +frame:8.49e+06 wall_t:7395 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 11:47:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1208.50 total_reward_ma:1108.94 loss:0.09402 fps:1148 +frame:8.50e+06 wall_t:7403 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 11:47:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1176.40 total_reward_ma:1110.17 loss:0.07091 fps:1148 +frame:8.51e+06 wall_t:7411 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:47:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1141.70 total_reward_ma:1110.70 loss:0.07846 fps:1149 +frame:8.52e+06 wall_t:7418 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 11:48:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1133.50 total_reward_ma:1111.07 loss:0.1161 fps:1149 +frame:8.53e+06 wall_t:7425 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 11:48:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1147.70 total_reward_ma:1111.62 loss:0.1072 fps:1149 +frame:8.54e+06 wall_t:7432 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.027 +2026-01-08 11:48:20 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1170.90 total_reward_ma:1112.53 loss:0.1933 fps:1149 +frame:8.55e+06 wall_t:7440 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.003 +2026-01-08 11:48:27 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1156.30 total_reward_ma:1113.42 loss:0.07341 fps:1149 +frame:8.56e+06 wall_t:7447 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.9354 +2026-01-08 11:48:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1171.60 total_reward_ma:1114.45 loss:0.0721 fps:1150 +frame:8.57e+06 wall_t:7454 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 11:48:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1188.20 total_reward_ma:1115.56 loss:0.03113 fps:1150 +frame:8.58e+06 wall_t:7461 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 11:48:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1201.50 total_reward_ma:1116.63 loss:0.09999 fps:1150 +frame:8.59e+06 wall_t:7469 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.9915 +2026-01-08 11:48:56 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1239.90 total_reward_ma:1118.38 loss:0.173 fps:1150 +frame:8.60e+06 wall_t:7476 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 11:49:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1266.50 total_reward_ma:1120.53 loss:0.1485 fps:1151 +frame:8.61e+06 wall_t:7483 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:49:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1254.40 total_reward_ma:1122.59 loss:0.1007 fps:1151 +frame:8.62e+06 wall_t:7490 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.326 +2026-01-08 11:49:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1269.30 total_reward_ma:1124.56 loss:0.1272 fps:1151 +frame:8.63e+06 wall_t:7498 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 11:49:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1252.30 total_reward_ma:1126.16 loss:0.1481 fps:1151 +frame:8.64e+06 wall_t:7506 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 11:49:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1246.60 total_reward_ma:1127.75 loss:0.1354 fps:1151 +frame:8.65e+06 wall_t:7514 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 11:49:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1221.90 total_reward_ma:1129.15 loss:0.1334 fps:1151 +frame:8.66e+06 wall_t:7521 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.008 +2026-01-08 11:49:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1218.50 total_reward_ma:1130.41 loss:0.1355 fps:1152 +frame:8.67e+06 wall_t:7528 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.9965 +2026-01-08 11:49:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1242.70 total_reward_ma:1132.01 loss:0.01375 fps:1152 +frame:8.68e+06 wall_t:7535 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 11:50:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1215.10 total_reward_ma:1133.30 loss:0.1376 fps:1152 +frame:8.69e+06 wall_t:7542 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 11:50:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1221.20 total_reward_ma:1134.56 loss:0.1675 fps:1152 +frame:8.70e+06 wall_t:7550 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.014 +2026-01-08 11:50:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1198.60 total_reward_ma:1135.60 loss:0.0381 fps:1153 +frame:8.71e+06 wall_t:7557 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.9694 +2026-01-08 11:50:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1201.70 total_reward_ma:1136.85 loss:0.1338 fps:1153 +frame:8.72e+06 wall_t:7564 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.105 +2026-01-08 11:50:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1215.10 total_reward_ma:1138.11 loss:0.09544 fps:1153 +frame:8.73e+06 wall_t:7571 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 11:50:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1214.40 total_reward_ma:1139.43 loss:0.04388 fps:1153 +frame:8.74e+06 wall_t:7579 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 11:50:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1238.60 total_reward_ma:1141.22 loss:0.09541 fps:1153 +frame:8.75e+06 wall_t:7586 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.9685 +2026-01-08 11:50:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1226.80 total_reward_ma:1142.94 loss:0.171 fps:1154 +frame:8.76e+06 wall_t:7594 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 11:51:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1218.80 total_reward_ma:1144.59 loss:0.06436 fps:1154 +frame:8.77e+06 wall_t:7602 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 11:51:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1227.30 total_reward_ma:1146.31 loss:0.1958 fps:1154 +frame:8.78e+06 wall_t:7609 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.005 +2026-01-08 11:51:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1214.30 total_reward_ma:1147.62 loss:0.2299 fps:1154 +frame:8.79e+06 wall_t:7616 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.9423 +2026-01-08 11:51:23 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1210.30 total_reward_ma:1148.85 loss:0.03508 fps:1154 +frame:8.80e+06 wall_t:7623 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 11:51:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1206.60 total_reward_ma:1150.05 loss:0.1012 fps:1155 +frame:8.81e+06 wall_t:7631 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 11:51:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1192.70 total_reward_ma:1151.14 loss:0.06134 fps:1155 +frame:8.82e+06 wall_t:7638 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.97 +2026-01-08 11:51:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1179.40 total_reward_ma:1151.80 loss:0.1324 fps:1155 +frame:8.83e+06 wall_t:7646 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.9462 +2026-01-08 11:51:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1170.00 total_reward_ma:1151.90 loss:0.2804 fps:1155 +frame:8.84e+06 wall_t:7654 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 11:52:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1147.00 total_reward_ma:1151.84 loss:0.09297 fps:1155 +frame:8.85e+06 wall_t:7662 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 11:52:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1125.60 total_reward_ma:1151.65 loss:0.05916 fps:1155 +frame:8.86e+06 wall_t:7670 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 11:52:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1135.90 total_reward_ma:1151.78 loss:0.2155 fps:1155 +frame:8.87e+06 wall_t:7677 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 11:52:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1153.90 total_reward_ma:1152.16 loss:0.179 fps:1156 +frame:8.88e+06 wall_t:7684 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.9608 +2026-01-08 11:52:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1157.00 total_reward_ma:1152.55 loss:0.1099 fps:1156 +frame:8.89e+06 wall_t:7692 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.053 +2026-01-08 11:52:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1161.90 total_reward_ma:1152.90 loss:0.1601 fps:1156 +frame:8.90e+06 wall_t:7699 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 11:52:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1160.10 total_reward_ma:1153.29 loss:0.1386 fps:1156 +frame:8.91e+06 wall_t:7706 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 11:52:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1196.90 total_reward_ma:1154.30 loss:0.07696 fps:1156 +frame:8.92e+06 wall_t:7714 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.9953 +2026-01-08 11:53:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1190.40 total_reward_ma:1155.32 loss:0.1093 fps:1157 +frame:8.93e+06 wall_t:7721 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 11:53:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1196.60 total_reward_ma:1156.32 loss:0.08034 fps:1157 +frame:8.94e+06 wall_t:7729 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.939 +2026-01-08 11:53:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1221.50 total_reward_ma:1157.62 loss:0.09258 fps:1157 +frame:8.95e+06 wall_t:7736 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 11:53:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1235.80 total_reward_ma:1159.36 loss:0.05353 fps:1157 +frame:8.96e+06 wall_t:7744 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 11:53:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1222.80 total_reward_ma:1161.13 loss:0.1196 fps:1157 +frame:8.97e+06 wall_t:7751 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 11:53:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1241.30 total_reward_ma:1163.07 loss:0.1156 fps:1158 +frame:8.98e+06 wall_t:7758 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.012 +2026-01-08 11:53:45 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1252.20 total_reward_ma:1165.19 loss:0.08358 fps:1158 +frame:8.99e+06 wall_t:7765 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 11:53:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1289.00 total_reward_ma:1167.86 loss:0.07158 fps:1158 +frame:9.00e+06 wall_t:7773 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.9364 +2026-01-08 11:54:00 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1281.90 total_reward_ma:1170.20 loss:0.08638 fps:1158 +frame:9.01e+06 wall_t:7780 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 11:54:07 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1307.30 total_reward_ma:1172.90 loss:0.001554 fps:1158 +frame:9.02e+06 wall_t:7787 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.984 +2026-01-08 11:54:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1328.50 total_reward_ma:1175.71 loss:0.09041 fps:1158 +frame:9.03e+06 wall_t:7795 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.9905 +2026-01-08 11:54:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1306.40 total_reward_ma:1178.13 loss:0.03986 fps:1159 +frame:9.04e+06 wall_t:7802 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 11:54:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1285.00 total_reward_ma:1179.99 loss:0.05286 fps:1159 +frame:9.05e+06 wall_t:7810 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 11:54:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1301.90 total_reward_ma:1182.09 loss:0.1297 fps:1159 +frame:9.06e+06 wall_t:7818 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.272 +2026-01-08 11:54:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1269.60 total_reward_ma:1183.37 loss:0.1329 fps:1159 +frame:9.07e+06 wall_t:7826 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 11:54:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1230.80 total_reward_ma:1184.38 loss:0.1339 fps:1159 +frame:9.08e+06 wall_t:7834 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 11:55:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1198.60 total_reward_ma:1184.95 loss:0.03975 fps:1159 +frame:9.09e+06 wall_t:7841 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 11:55:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1197.60 total_reward_ma:1185.57 loss:0.189 fps:1159 +frame:9.10e+06 wall_t:7849 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 11:55:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1155.40 total_reward_ma:1185.94 loss:0.04997 fps:1160 +frame:9.11e+06 wall_t:7856 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 11:55:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1143.60 total_reward_ma:1186.10 loss:0.2283 fps:1160 +frame:9.12e+06 wall_t:7864 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 11:55:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1143.80 total_reward_ma:1186.66 loss:0.09783 fps:1160 +frame:9.13e+06 wall_t:7871 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.149 +2026-01-08 11:55:38 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1149.30 total_reward_ma:1187.13 loss:0.1493 fps:1160 +frame:9.14e+06 wall_t:7878 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 11:55:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1120.80 total_reward_ma:1187.86 loss:0.04763 fps:1160 +frame:9.15e+06 wall_t:7887 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:55:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1140.60 total_reward_ma:1188.69 loss:0.07165 fps:1160 +frame:9.16e+06 wall_t:7895 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 11:56:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1143.90 total_reward_ma:1189.47 loss:0.2686 fps:1160 +frame:9.17e+06 wall_t:7903 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 11:56:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1147.70 total_reward_ma:1190.40 loss:0.1507 fps:1160 +frame:9.18e+06 wall_t:7911 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 11:56:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1197.30 total_reward_ma:1191.69 loss:0.03987 fps:1161 +frame:9.19e+06 wall_t:7919 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 11:56:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1209.90 total_reward_ma:1193.27 loss:0.1751 fps:1161 +frame:9.20e+06 wall_t:7926 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 11:56:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1223.00 total_reward_ma:1194.87 loss:0.2094 fps:1161 +frame:9.21e+06 wall_t:7933 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.023 +2026-01-08 11:56:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1223.10 total_reward_ma:1196.57 loss:0.2105 fps:1161 +frame:9.22e+06 wall_t:7941 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 11:56:49 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1224.50 total_reward_ma:1197.85 loss:0.08759 fps:1161 +frame:9.23e+06 wall_t:7949 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 11:56:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1258.80 total_reward_ma:1199.41 loss:0.1564 fps:1161 +frame:9.24e+06 wall_t:7957 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 11:57:05 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1255.20 total_reward_ma:1200.85 loss:0.1722 fps:1161 +frame:9.25e+06 wall_t:7965 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 11:57:14 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1271.00 total_reward_ma:1202.43 loss:0.1598 fps:1161 +frame:9.26e+06 wall_t:7974 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.269 +2026-01-08 11:57:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1266.00 total_reward_ma:1203.83 loss:0.05627 fps:1161 +frame:9.27e+06 wall_t:7982 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 11:57:30 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1248.90 total_reward_ma:1205.14 loss:0.1702 fps:1161 +frame:9.28e+06 wall_t:7990 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 11:57:37 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1252.70 total_reward_ma:1206.24 loss:0.2048 fps:1162 +frame:9.29e+06 wall_t:7997 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 11:57:44 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1240.60 total_reward_ma:1207.10 loss:0.08664 fps:1162 +frame:9.30e+06 wall_t:8004 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.303 +2026-01-08 11:57:51 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1234.70 total_reward_ma:1208.16 loss:0.1048 fps:1162 +frame:9.31e+06 wall_t:8011 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.9764 +2026-01-08 11:57:58 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1222.00 total_reward_ma:1208.99 loss:0.1658 fps:1162 +frame:9.32e+06 wall_t:8018 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 11:58:06 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1208.50 total_reward_ma:1209.60 loss:0.03926 fps:1162 +frame:9.33e+06 wall_t:8026 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.9415 +2026-01-08 11:58:13 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1242.70 total_reward_ma:1210.24 loss:0.1643 fps:1163 +frame:9.34e+06 wall_t:8033 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 11:58:21 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1245.10 total_reward_ma:1210.51 loss:0.1095 fps:1163 +frame:9.35e+06 wall_t:8041 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 11:58:28 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1238.40 total_reward_ma:1210.82 loss:0.175 fps:1163 +frame:9.36e+06 wall_t:8048 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.242 +2026-01-08 11:58:36 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1240.00 total_reward_ma:1211.02 loss:0.09136 fps:1163 +frame:9.37e+06 wall_t:8056 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.279 +2026-01-08 11:58:43 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1256.00 total_reward_ma:1211.50 loss:0.09242 fps:1163 +frame:9.38e+06 wall_t:8063 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.063 +2026-01-08 11:58:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1243.00 total_reward_ma:1211.92 loss:0.07933 fps:1164 +frame:9.39e+06 wall_t:8070 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.963 +2026-01-08 11:58:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1238.10 total_reward_ma:1212.03 loss:0.01279 fps:1164 +frame:9.40e+06 wall_t:8077 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.318 +2026-01-08 11:59:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1233.10 total_reward_ma:1212.34 loss:0.1204 fps:1164 +frame:9.41e+06 wall_t:8084 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 11:59:12 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1232.10 total_reward_ma:1212.64 loss:0.08112 fps:1164 +frame:9.42e+06 wall_t:8092 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.9162 +2026-01-08 11:59:19 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1191.50 total_reward_ma:1212.73 loss:0.08673 fps:1164 +frame:9.43e+06 wall_t:8099 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.264 +2026-01-08 11:59:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1179.80 total_reward_ma:1212.74 loss:0.1309 fps:1165 +frame:9.44e+06 wall_t:8106 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 11:59:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1158.80 total_reward_ma:1212.33 loss:0.1628 fps:1165 +frame:9.45e+06 wall_t:8114 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 11:59:41 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1156.70 total_reward_ma:1211.96 loss:0.1676 fps:1165 +frame:9.46e+06 wall_t:8121 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 11:59:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1143.60 total_reward_ma:1211.40 loss:0.07392 fps:1165 +frame:9.47e+06 wall_t:8129 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9435 +2026-01-08 11:59:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1148.30 total_reward_ma:1210.97 loss:0.07244 fps:1165 +frame:9.48e+06 wall_t:8135 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9692 +2026-01-08 12:00:03 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1146.70 total_reward_ma:1210.30 loss:0.1297 fps:1165 +frame:9.49e+06 wall_t:8143 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 12:00:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1134.80 total_reward_ma:1209.56 loss:0.1514 fps:1166 +frame:9.50e+06 wall_t:8150 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 12:00:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1154.50 total_reward_ma:1209.34 loss:0.015 fps:1166 +frame:9.51e+06 wall_t:8158 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.03 +2026-01-08 12:00:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1158.00 total_reward_ma:1209.51 loss:0.138 fps:1166 +frame:9.52e+06 wall_t:8165 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 12:00:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1189.60 total_reward_ma:1210.07 loss:0.04725 fps:1166 +frame:9.53e+06 wall_t:8172 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 12:00:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1176.20 total_reward_ma:1210.35 loss:0.08681 fps:1166 +frame:9.54e+06 wall_t:8179 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 12:00:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1195.40 total_reward_ma:1210.60 loss:0.1148 fps:1167 +frame:9.55e+06 wall_t:8186 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 12:00:53 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1194.80 total_reward_ma:1210.98 loss:0.099 fps:1167 +frame:9.56e+06 wall_t:8193 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 12:01:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1200.50 total_reward_ma:1211.27 loss:0.08598 fps:1167 +frame:9.57e+06 wall_t:8201 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.8406 +2026-01-08 12:01:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1218.20 total_reward_ma:1211.57 loss:0.1206 fps:1167 +frame:9.58e+06 wall_t:8209 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.32 +2026-01-08 12:01:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1256.10 total_reward_ma:1212.12 loss:0.1195 fps:1167 +frame:9.59e+06 wall_t:8217 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 12:01:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1257.20 total_reward_ma:1212.29 loss:0.06882 fps:1167 +frame:9.60e+06 wall_t:8225 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.9799 +2026-01-08 12:01:32 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1276.10 total_reward_ma:1212.39 loss:0.08824 fps:1167 +frame:9.61e+06 wall_t:8232 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.127 +2026-01-08 12:01:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1277.20 total_reward_ma:1212.62 loss:0.145 fps:1167 +frame:9.62e+06 wall_t:8240 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.147 +2026-01-08 12:01:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1279.60 total_reward_ma:1212.72 loss:0.09875 fps:1168 +frame:9.63e+06 wall_t:8247 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.015 +2026-01-08 12:01:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1316.00 total_reward_ma:1213.36 loss:0.1161 fps:1168 +frame:9.64e+06 wall_t:8255 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.096 +2026-01-08 12:02:01 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1289.40 total_reward_ma:1213.78 loss:0.0351 fps:1168 +frame:9.65e+06 wall_t:8261 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.008 +2026-01-08 12:02:10 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1305.60 total_reward_ma:1214.62 loss:0.1275 fps:1168 +frame:9.66e+06 wall_t:8270 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.242 +2026-01-08 12:02:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1325.60 total_reward_ma:1215.69 loss:0.1938 fps:1168 +frame:9.67e+06 wall_t:8278 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.038 +2026-01-08 12:02:26 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1298.10 total_reward_ma:1216.24 loss:0.1628 fps:1168 +frame:9.68e+06 wall_t:8286 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.083 +2026-01-08 12:02:34 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1304.00 total_reward_ma:1217.13 loss:0.05632 fps:1168 +frame:9.69e+06 wall_t:8294 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.8861 +2026-01-08 12:02:42 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1287.10 total_reward_ma:1217.79 loss:0.05793 fps:1168 +frame:9.70e+06 wall_t:8302 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.06 +2026-01-08 12:02:50 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1310.80 total_reward_ma:1218.92 loss:0.1257 fps:1168 +frame:9.71e+06 wall_t:8310 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.111 +2026-01-08 12:02:57 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1306.10 total_reward_ma:1219.96 loss:0.1201 fps:1169 +frame:9.72e+06 wall_t:8317 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.073 +2026-01-08 12:03:04 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1287.20 total_reward_ma:1220.68 loss:0.1357 fps:1169 +frame:9.73e+06 wall_t:8324 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.181 +2026-01-08 12:03:11 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1272.60 total_reward_ma:1221.26 loss:0.1201 fps:1169 +frame:9.74e+06 wall_t:8331 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.105 +2026-01-08 12:03:18 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1297.70 total_reward_ma:1221.85 loss:0.08987 fps:1169 +frame:9.75e+06 wall_t:8338 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.179 +2026-01-08 12:03:25 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1283.90 total_reward_ma:1222.42 loss:0.228 fps:1170 +frame:9.76e+06 wall_t:8345 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.065 +2026-01-08 12:03:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1278.80 total_reward_ma:1223.02 loss:0.2265 fps:1170 +frame:9.77e+06 wall_t:8353 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.289 +2026-01-08 12:03:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1262.20 total_reward_ma:1223.37 loss:0.1046 fps:1170 +frame:9.78e+06 wall_t:8360 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.168 +2026-01-08 12:03:47 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1290.70 total_reward_ma:1224.14 loss:0.09441 fps:1170 +frame:9.79e+06 wall_t:8367 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.062 +2026-01-08 12:03:54 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1276.60 total_reward_ma:1224.80 loss:0.2733 fps:1170 +frame:9.80e+06 wall_t:8374 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.243 +2026-01-08 12:04:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1291.30 total_reward_ma:1225.65 loss:0.14 fps:1170 +frame:9.81e+06 wall_t:8382 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.036 +2026-01-08 12:04:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1301.10 total_reward_ma:1226.73 loss:0.04126 fps:1171 +frame:9.82e+06 wall_t:8389 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.041 +2026-01-08 12:04:17 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1322.60 total_reward_ma:1228.16 loss:0.0475 fps:1171 +frame:9.83e+06 wall_t:8397 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.007 +2026-01-08 12:04:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1303.10 total_reward_ma:1229.49 loss:0.09105 fps:1171 +frame:9.84e+06 wall_t:8404 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.133 +2026-01-08 12:04:33 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1326.30 total_reward_ma:1231.29 loss:0.129 fps:1171 +frame:9.85e+06 wall_t:8413 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.159 +2026-01-08 12:04:40 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1333.10 total_reward_ma:1233.36 loss:0.09272 fps:1171 +frame:9.86e+06 wall_t:8420 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.9006 +2026-01-08 12:04:48 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1332.60 total_reward_ma:1235.33 loss:0.2244 fps:1171 +frame:9.87e+06 wall_t:8428 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.104 +2026-01-08 12:04:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1298.30 total_reward_ma:1236.77 loss:0.0801 fps:1171 +frame:9.88e+06 wall_t:8435 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.218 +2026-01-08 12:05:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1281.70 total_reward_ma:1238.02 loss:0.08758 fps:1172 +frame:9.89e+06 wall_t:8442 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 12:05:09 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1348.60 total_reward_ma:1239.89 loss:0.1168 fps:1172 +frame:9.90e+06 wall_t:8449 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.06 +2026-01-08 12:05:16 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1321.80 total_reward_ma:1241.50 loss:0.1237 fps:1172 +frame:9.91e+06 wall_t:8456 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.014 +2026-01-08 12:05:24 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1304.40 total_reward_ma:1242.58 loss:0.06338 fps:1172 +frame:9.92e+06 wall_t:8464 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.9218 +2026-01-08 12:05:31 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1319.70 total_reward_ma:1243.87 loss:0.1052 fps:1172 +frame:9.93e+06 wall_t:8471 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.144 +2026-01-08 12:05:39 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1280.60 total_reward_ma:1244.71 loss:0.2031 fps:1172 +frame:9.94e+06 wall_t:8479 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.077 +2026-01-08 12:05:46 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1269.10 total_reward_ma:1245.19 loss:0.1131 fps:1173 +frame:9.95e+06 wall_t:8486 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.276 +2026-01-08 12:05:55 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1323.30 total_reward_ma:1246.06 loss:0.02847 fps:1172 +frame:9.96e+06 wall_t:8495 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.144 +2026-01-08 12:06:02 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1347.50 total_reward_ma:1247.31 loss:0.03377 fps:1173 +frame:9.97e+06 wall_t:8502 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.9857 +2026-01-08 12:06:08 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1320.40 total_reward_ma:1248.10 loss:0.05241 fps:1173 +frame:9.98e+06 wall_t:8508 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.192 +2026-01-08 12:06:15 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1267.80 total_reward_ma:1248.26 loss:0.1242 fps:1173 +frame:9.99e+06 wall_t:8515 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.033 +2026-01-08 12:06:22 | INFO | PID:1824 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_alien_t0_s2 [train] +total_reward:1282.20 total_reward_ma:1248.19 loss:0.04932 fps:1173 +frame:1.00e+07 wall_t:8522 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.077 +2026-01-08 12:06:23 | INFO | PID:1824 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s3.log b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..94c68ddc2d0d8c35f8de69b3b35bb53271d4bbdd --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 09:44:17 | INFO | PID:1825 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:44:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:165.00 total_reward_ma:165.00 loss:-0.01876 fps:303 +frame:1.00e+04 wall_t:33 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.774 +2026-01-08 09:45:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:195.88 total_reward_ma:180.44 loss:-0.0173 fps:487.8 +frame:2.00e+04 wall_t:41 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.792 +2026-01-08 09:45:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:221.18 total_reward_ma:194.02 loss:-0.01503 fps:625 +frame:3.00e+04 wall_t:48 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.721 +2026-01-08 09:45:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:224.79 total_reward_ma:201.71 loss:-0.01703 fps:714.3 +frame:4.00e+04 wall_t:56 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.716 +2026-01-08 09:45:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:233.50 total_reward_ma:208.07 loss:-0.01928 fps:781.2 +frame:5.00e+04 wall_t:64 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.689 +2026-01-08 09:45:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:239.87 total_reward_ma:213.37 loss:-0.01914 fps:810.8 +frame:6.00e+04 wall_t:74 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.645 +2026-01-08 09:45:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:249.34 total_reward_ma:218.51 loss:0.002868 fps:843.4 +frame:7.00e+04 wall_t:83 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.549 +2026-01-08 09:45:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:276.00 total_reward_ma:225.70 loss:0.002492 fps:869.6 +frame:8.00e+04 wall_t:92 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.5 +2026-01-08 09:45:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:290.40 total_reward_ma:232.88 loss:-0.001698 fps:909.1 +frame:9.00e+04 wall_t:99 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.479 +2026-01-08 09:46:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:305.60 total_reward_ma:240.16 loss:-0.0004455 fps:917.4 +frame:1.00e+05 wall_t:109 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.411 +2026-01-08 09:46:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:317.30 total_reward_ma:247.17 loss:-0.0007554 fps:924.4 +frame:1.10e+05 wall_t:119 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.382 +2026-01-08 09:46:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:335.60 total_reward_ma:254.54 loss:-0.001537 fps:937.5 +frame:1.20e+05 wall_t:128 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.425 +2026-01-08 09:46:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:353.30 total_reward_ma:262.14 loss:0.01878 fps:948.9 +frame:1.30e+05 wall_t:137 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.257 +2026-01-08 09:46:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:356.90 total_reward_ma:268.90 loss:0.004722 fps:958.9 +frame:1.40e+05 wall_t:146 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.377 +2026-01-08 09:46:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:376.50 total_reward_ma:276.08 loss:0.02113 fps:967.7 +frame:1.50e+05 wall_t:155 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.219 +2026-01-08 09:47:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:409.20 total_reward_ma:284.40 loss:0.0134 fps:975.6 +frame:1.60e+05 wall_t:164 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.324 +2026-01-08 09:47:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:417.10 total_reward_ma:292.20 loss:-0.0004519 fps:982.7 +frame:1.70e+05 wall_t:173 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.433 +2026-01-08 09:47:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:434.80 total_reward_ma:300.13 loss:0.04829 fps:994.5 +frame:1.80e+05 wall_t:181 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.204 +2026-01-08 09:47:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:454.70 total_reward_ma:308.26 loss:0.02244 fps:994.8 +frame:1.90e+05 wall_t:191 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.252 +2026-01-08 09:47:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:464.20 total_reward_ma:316.06 loss:0.05682 fps:1000 +frame:2.00e+05 wall_t:200 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.261 +2026-01-08 09:47:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:460.60 total_reward_ma:322.94 loss:0.04649 fps:1005 +frame:2.10e+05 wall_t:209 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.085 +2026-01-08 09:47:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:450.50 total_reward_ma:328.74 loss:0.05957 fps:1009 +frame:2.20e+05 wall_t:218 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.038 +2026-01-08 09:48:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:455.90 total_reward_ma:334.27 loss:0.05431 fps:1013 +frame:2.30e+05 wall_t:227 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.054 +2026-01-08 09:48:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:462.70 total_reward_ma:339.62 loss:0.06842 fps:1017 +frame:2.40e+05 wall_t:236 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.025 +2026-01-08 09:48:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:466.90 total_reward_ma:344.71 loss:0.05685 fps:1012 +frame:2.50e+05 wall_t:247 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.03 +2026-01-08 09:48:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:474.10 total_reward_ma:349.69 loss:0.0731 fps:1016 +frame:2.60e+05 wall_t:256 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.065 +2026-01-08 09:48:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:480.10 total_reward_ma:354.52 loss:0.06899 fps:1023 +frame:2.70e+05 wall_t:264 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.034 +2026-01-08 09:48:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:485.80 total_reward_ma:359.21 loss:0.05233 fps:1029 +frame:2.80e+05 wall_t:272 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.136 +2026-01-08 09:49:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:498.20 total_reward_ma:364.00 loss:0.04003 fps:1032 +frame:2.90e+05 wall_t:281 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.867 +2026-01-08 09:49:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:501.20 total_reward_ma:368.57 loss:0.0775 fps:1034 +frame:3.00e+05 wall_t:290 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.024 +2026-01-08 09:49:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:501.80 total_reward_ma:372.87 loss:0.05011 fps:1037 +frame:3.10e+05 wall_t:299 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.069 +2026-01-08 09:49:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:501.20 total_reward_ma:376.88 loss:0.07705 fps:1039 +frame:3.20e+05 wall_t:308 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.044 +2026-01-08 09:49:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:511.20 total_reward_ma:380.95 loss:0.1088 fps:1041 +frame:3.30e+05 wall_t:317 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.95 +2026-01-08 09:49:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:510.90 total_reward_ma:384.77 loss:0.05597 fps:1043 +frame:3.40e+05 wall_t:326 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.035 +2026-01-08 09:49:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:505.60 total_reward_ma:388.22 loss:0.04277 fps:1048 +frame:3.50e+05 wall_t:334 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.816 +2026-01-08 09:50:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:505.40 total_reward_ma:391.48 loss:0.09803 fps:1050 +frame:3.60e+05 wall_t:343 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.999 +2026-01-08 09:50:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:508.10 total_reward_ma:394.63 loss:0.08226 fps:1048 +frame:3.70e+05 wall_t:353 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.02 +2026-01-08 09:50:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:510.90 total_reward_ma:397.69 loss:0.07342 fps:1050 +frame:3.80e+05 wall_t:362 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.861 +2026-01-08 09:50:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:509.80 total_reward_ma:400.57 loss:0.0866 fps:1051 +frame:3.90e+05 wall_t:371 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.697 +2026-01-08 09:50:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:508.70 total_reward_ma:403.27 loss:0.06473 fps:1053 +frame:4.00e+05 wall_t:380 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.749 +2026-01-08 09:50:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:519.80 total_reward_ma:406.11 loss:0.1147 fps:1051 +frame:4.10e+05 wall_t:390 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.798 +2026-01-08 09:50:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:518.50 total_reward_ma:408.79 loss:0.1009 fps:1053 +frame:4.20e+05 wall_t:399 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.72 +2026-01-08 09:51:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:531.30 total_reward_ma:411.64 loss:0.09339 fps:1057 +frame:4.30e+05 wall_t:407 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.704 +2026-01-08 09:51:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:529.40 total_reward_ma:414.31 loss:0.0907 fps:1058 +frame:4.40e+05 wall_t:416 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.724 +2026-01-08 09:51:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:535.20 total_reward_ma:417.00 loss:0.0212 fps:1059 +frame:4.50e+05 wall_t:425 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.88 +2026-01-08 09:51:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:545.60 total_reward_ma:419.79 loss:0.08775 fps:1060 +frame:4.60e+05 wall_t:434 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.659 +2026-01-08 09:51:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:538.90 total_reward_ma:422.33 loss:0.06862 fps:1061 +frame:4.70e+05 wall_t:443 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.603 +2026-01-08 09:51:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:544.70 total_reward_ma:424.88 loss:0.1308 fps:1062 +frame:4.80e+05 wall_t:452 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.739 +2026-01-08 09:52:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:534.90 total_reward_ma:427.12 loss:0.004597 fps:1063 +frame:4.90e+05 wall_t:461 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.84 +2026-01-08 09:52:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:541.70 total_reward_ma:429.42 loss:0.07032 fps:1064 +frame:5.00e+05 wall_t:470 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.862 +2026-01-08 09:52:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:544.10 total_reward_ma:431.66 loss:0.1208 fps:1065 +frame:5.10e+05 wall_t:479 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.553 +2026-01-08 09:52:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:539.50 total_reward_ma:433.74 loss:0.08907 fps:1068 +frame:5.20e+05 wall_t:487 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.652 +2026-01-08 09:52:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:544.10 total_reward_ma:435.82 loss:0.07895 fps:1069 +frame:5.30e+05 wall_t:496 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.971 +2026-01-08 09:52:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:536.70 total_reward_ma:437.69 loss:0.08531 fps:1067 +frame:5.40e+05 wall_t:506 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.625 +2026-01-08 09:52:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:533.70 total_reward_ma:439.43 loss:0.03883 fps:1066 +frame:5.50e+05 wall_t:516 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.957 +2026-01-08 09:53:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:534.90 total_reward_ma:441.14 loss:0.04661 fps:1065 +frame:5.60e+05 wall_t:526 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.766 +2026-01-08 09:53:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:538.30 total_reward_ma:442.84 loss:0.08541 fps:1063 +frame:5.70e+05 wall_t:536 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.585 +2026-01-08 09:53:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:541.70 total_reward_ma:444.55 loss:0.06824 fps:1064 +frame:5.80e+05 wall_t:545 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.76 +2026-01-08 09:53:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:544.90 total_reward_ma:446.25 loss:0.1265 fps:1065 +frame:5.90e+05 wall_t:554 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.733 +2026-01-08 09:53:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:550.70 total_reward_ma:447.99 loss:0.1566 fps:1066 +frame:6.00e+05 wall_t:563 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.638 +2026-01-08 09:53:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:552.90 total_reward_ma:449.71 loss:0.1074 fps:1066 +frame:6.10e+05 wall_t:572 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.545 +2026-01-08 09:54:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:552.70 total_reward_ma:451.37 loss:0.06254 fps:1065 +frame:6.20e+05 wall_t:582 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.64 +2026-01-08 09:54:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:560.40 total_reward_ma:453.10 loss:0.1125 fps:1066 +frame:6.30e+05 wall_t:591 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.702 +2026-01-08 09:54:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:567.70 total_reward_ma:454.89 loss:0.04936 fps:1067 +frame:6.40e+05 wall_t:600 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.815 +2026-01-08 09:54:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:572.90 total_reward_ma:456.71 loss:0.05584 fps:1066 +frame:6.50e+05 wall_t:610 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.735 +2026-01-08 09:54:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:589.20 total_reward_ma:458.71 loss:0.1201 fps:1066 +frame:6.60e+05 wall_t:619 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.426 +2026-01-08 09:54:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:609.90 total_reward_ma:460.97 loss:0.06982 fps:1069 +frame:6.70e+05 wall_t:627 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.591 +2026-01-08 09:54:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:616.80 total_reward_ma:463.26 loss:0.07588 fps:1069 +frame:6.80e+05 wall_t:636 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.619 +2026-01-08 09:55:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:616.80 total_reward_ma:465.49 loss:0.05991 fps:1070 +frame:6.90e+05 wall_t:645 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.582 +2026-01-08 09:55:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:617.10 total_reward_ma:467.65 loss:0.1051 fps:1070 +frame:7.00e+05 wall_t:654 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.522 +2026-01-08 09:55:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:612.30 total_reward_ma:469.69 loss:0.1023 fps:1071 +frame:7.10e+05 wall_t:663 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.498 +2026-01-08 09:55:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:595.00 total_reward_ma:471.43 loss:0.1142 fps:1073 +frame:7.20e+05 wall_t:671 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.681 +2026-01-08 09:55:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:587.10 total_reward_ma:473.02 loss:0.08907 fps:1074 +frame:7.30e+05 wall_t:680 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.679 +2026-01-08 09:55:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:577.70 total_reward_ma:474.43 loss:0.1604 fps:1072 +frame:7.40e+05 wall_t:690 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.648 +2026-01-08 09:55:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:576.50 total_reward_ma:475.79 loss:0.1325 fps:1073 +frame:7.50e+05 wall_t:699 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.592 +2026-01-08 09:56:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:581.40 total_reward_ma:477.18 loss:0.1175 fps:1073 +frame:7.60e+05 wall_t:708 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.554 +2026-01-08 09:56:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:586.60 total_reward_ma:478.60 loss:0.1691 fps:1075 +frame:7.70e+05 wall_t:716 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.65 +2026-01-08 09:56:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:594.30 total_reward_ma:480.09 loss:0.1023 fps:1074 +frame:7.80e+05 wall_t:726 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.455 +2026-01-08 09:56:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:589.50 total_reward_ma:481.47 loss:0.134 fps:1076 +frame:7.90e+05 wall_t:734 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.506 +2026-01-08 09:56:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:594.30 total_reward_ma:482.88 loss:0.09388 fps:1075 +frame:8.00e+05 wall_t:744 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.594 +2026-01-08 09:56:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:596.30 total_reward_ma:484.28 loss:0.1514 fps:1077 +frame:8.10e+05 wall_t:752 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.64 +2026-01-08 09:57:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:601.30 total_reward_ma:485.71 loss:0.172 fps:1076 +frame:8.20e+05 wall_t:762 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.326 +2026-01-08 09:57:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:590.20 total_reward_ma:486.97 loss:0.02569 fps:1077 +frame:8.30e+05 wall_t:771 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.558 +2026-01-08 09:57:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:593.10 total_reward_ma:488.23 loss:0.09833 fps:1076 +frame:8.40e+05 wall_t:781 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.256 +2026-01-08 09:57:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:593.80 total_reward_ma:489.47 loss:0.1491 fps:1076 +frame:8.50e+05 wall_t:790 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.551 +2026-01-08 09:57:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:596.40 total_reward_ma:490.72 loss:0.1624 fps:1076 +frame:8.60e+05 wall_t:799 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.671 +2026-01-08 09:57:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:599.20 total_reward_ma:491.96 loss:0.08504 fps:1075 +frame:8.70e+05 wall_t:809 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.278 +2026-01-08 09:57:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:599.20 total_reward_ma:493.18 loss:0.1155 fps:1076 +frame:8.80e+05 wall_t:818 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.577 +2026-01-08 09:58:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:612.00 total_reward_ma:494.52 loss:0.05628 fps:1076 +frame:8.90e+05 wall_t:827 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.638 +2026-01-08 09:58:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:613.80 total_reward_ma:495.84 loss:0.1386 fps:1077 +frame:9.00e+05 wall_t:836 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.579 +2026-01-08 09:58:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:614.60 total_reward_ma:497.15 loss:0.1762 fps:1077 +frame:9.10e+05 wall_t:845 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.507 +2026-01-08 09:58:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:616.70 total_reward_ma:498.45 loss:0.1326 fps:1077 +frame:9.20e+05 wall_t:854 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.46 +2026-01-08 09:58:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:610.00 total_reward_ma:499.65 loss:0.1166 fps:1076 +frame:9.30e+05 wall_t:864 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.767 +2026-01-08 09:58:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:603.30 total_reward_ma:500.75 loss:0.08056 fps:1078 +frame:9.40e+05 wall_t:872 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.676 +2026-01-08 09:59:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:605.60 total_reward_ma:501.85 loss:0.1363 fps:1078 +frame:9.50e+05 wall_t:881 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.782 +2026-01-08 09:59:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:598.60 total_reward_ma:502.86 loss:0.202 fps:1077 +frame:9.60e+05 wall_t:891 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.733 +2026-01-08 09:59:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:591.90 total_reward_ma:503.78 loss:0.1263 fps:1078 +frame:9.70e+05 wall_t:900 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.442 +2026-01-08 09:59:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:589.20 total_reward_ma:504.65 loss:0.1664 fps:1079 +frame:9.80e+05 wall_t:908 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.427 +2026-01-08 09:59:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:593.40 total_reward_ma:505.55 loss:0.1765 fps:1080 +frame:9.90e+05 wall_t:917 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.374 +2026-01-08 09:59:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:590.00 total_reward_ma:506.39 loss:0.08845 fps:1080 +frame:1.00e+06 wall_t:926 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.727 +2026-01-08 09:59:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:589.30 total_reward_ma:510.63 loss:0.1104 fps:1079 +frame:1.01e+06 wall_t:936 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.515 +2026-01-08 10:00:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:608.80 total_reward_ma:514.76 loss:0.08878 fps:1081 +frame:1.02e+06 wall_t:944 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.527 +2026-01-08 10:00:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:613.00 total_reward_ma:518.68 loss:0.0893 fps:1082 +frame:1.03e+06 wall_t:952 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.386 +2026-01-08 10:00:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:618.00 total_reward_ma:522.61 loss:0.06022 fps:1082 +frame:1.04e+06 wall_t:961 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.537 +2026-01-08 10:00:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:627.50 total_reward_ma:526.55 loss:0.08484 fps:1082 +frame:1.05e+06 wall_t:970 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.483 +2026-01-08 10:00:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:631.30 total_reward_ma:530.47 loss:0.06069 fps:1083 +frame:1.06e+06 wall_t:979 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.579 +2026-01-08 10:00:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:615.00 total_reward_ma:534.12 loss:0.1708 fps:1082 +frame:1.07e+06 wall_t:989 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.405 +2026-01-08 10:00:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:617.80 total_reward_ma:537.54 loss:0.1303 fps:1081 +frame:1.08e+06 wall_t:999 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.427 +2026-01-08 10:01:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:611.30 total_reward_ma:540.75 loss:0.08741 fps:1081 +frame:1.09e+06 wall_t:1008 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.428 +2026-01-08 10:01:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:604.20 total_reward_ma:543.74 loss:0.138 fps:1082 +frame:1.10e+06 wall_t:1017 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.418 +2026-01-08 10:01:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:606.40 total_reward_ma:546.63 loss:0.1842 fps:1083 +frame:1.11e+06 wall_t:1025 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.466 +2026-01-08 10:01:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:611.30 total_reward_ma:549.38 loss:0.09346 fps:1083 +frame:1.12e+06 wall_t:1034 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.382 +2026-01-08 10:01:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:614.70 total_reward_ma:552.00 loss:0.02177 fps:1083 +frame:1.13e+06 wall_t:1043 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.471 +2026-01-08 10:01:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:614.50 total_reward_ma:554.57 loss:0.1019 fps:1083 +frame:1.14e+06 wall_t:1053 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.458 +2026-01-08 10:02:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:619.20 total_reward_ma:557.00 loss:0.1309 fps:1083 +frame:1.15e+06 wall_t:1062 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.634 +2026-01-08 10:02:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:608.50 total_reward_ma:558.99 loss:0.09263 fps:1082 +frame:1.16e+06 wall_t:1072 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.725 +2026-01-08 10:02:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:605.90 total_reward_ma:560.88 loss:0.08003 fps:1082 +frame:1.17e+06 wall_t:1081 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.5 +2026-01-08 10:02:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:603.20 total_reward_ma:562.57 loss:0.1119 fps:1083 +frame:1.18e+06 wall_t:1090 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.39 +2026-01-08 10:02:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:607.00 total_reward_ma:564.09 loss:0.1447 fps:1082 +frame:1.19e+06 wall_t:1100 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.43 +2026-01-08 10:02:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:612.70 total_reward_ma:565.57 loss:0.1362 fps:1083 +frame:1.20e+06 wall_t:1108 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.612 +2026-01-08 10:02:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:625.90 total_reward_ma:567.23 loss:0.1102 fps:1083 +frame:1.21e+06 wall_t:1117 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.479 +2026-01-08 10:03:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:628.00 total_reward_ma:569.00 loss:0.0984 fps:1083 +frame:1.22e+06 wall_t:1126 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.424 +2026-01-08 10:03:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:640.30 total_reward_ma:570.85 loss:0.08732 fps:1083 +frame:1.23e+06 wall_t:1136 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.852 +2026-01-08 10:03:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:645.40 total_reward_ma:572.67 loss:0.08242 fps:1084 +frame:1.24e+06 wall_t:1144 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.429 +2026-01-08 10:03:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:642.50 total_reward_ma:574.43 loss:0.1049 fps:1084 +frame:1.25e+06 wall_t:1153 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.478 +2026-01-08 10:03:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:640.10 total_reward_ma:576.09 loss:0.1397 fps:1085 +frame:1.26e+06 wall_t:1161 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.381 +2026-01-08 10:03:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:643.60 total_reward_ma:577.72 loss:0.1405 fps:1085 +frame:1.27e+06 wall_t:1171 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.488 +2026-01-08 10:03:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:644.50 total_reward_ma:579.31 loss:0.1042 fps:1086 +frame:1.28e+06 wall_t:1179 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.576 +2026-01-08 10:04:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:640.90 total_reward_ma:580.74 loss:0.1117 fps:1087 +frame:1.29e+06 wall_t:1187 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.513 +2026-01-08 10:04:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:639.10 total_reward_ma:582.12 loss:0.118 fps:1087 +frame:1.30e+06 wall_t:1196 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.539 +2026-01-08 10:04:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:638.20 total_reward_ma:583.48 loss:0.1308 fps:1088 +frame:1.31e+06 wall_t:1204 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.612 +2026-01-08 10:04:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:635.90 total_reward_ma:584.83 loss:0.04723 fps:1088 +frame:1.32e+06 wall_t:1213 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.532 +2026-01-08 10:04:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:635.00 total_reward_ma:586.07 loss:0.07045 fps:1088 +frame:1.33e+06 wall_t:1222 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.489 +2026-01-08 10:04:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:632.30 total_reward_ma:587.28 loss:0.02126 fps:1089 +frame:1.34e+06 wall_t:1231 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.631 +2026-01-08 10:04:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:625.20 total_reward_ma:588.48 loss:0.07079 fps:1089 +frame:1.35e+06 wall_t:1240 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.796 +2026-01-08 10:05:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:621.70 total_reward_ma:589.64 loss:0.1229 fps:1089 +frame:1.36e+06 wall_t:1249 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.579 +2026-01-08 10:05:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:629.50 total_reward_ma:590.85 loss:0.1666 fps:1090 +frame:1.37e+06 wall_t:1257 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.558 +2026-01-08 10:05:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:628.70 total_reward_ma:592.03 loss:0.06355 fps:1091 +frame:1.38e+06 wall_t:1265 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.585 +2026-01-08 10:05:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:632.10 total_reward_ma:593.26 loss:0.1173 fps:1091 +frame:1.39e+06 wall_t:1274 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.353 +2026-01-08 10:05:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:632.60 total_reward_ma:594.49 loss:0.08749 fps:1092 +frame:1.40e+06 wall_t:1282 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.577 +2026-01-08 10:05:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:639.80 total_reward_ma:595.69 loss:0.07809 fps:1091 +frame:1.41e+06 wall_t:1292 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.559 +2026-01-08 10:06:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:641.30 total_reward_ma:596.92 loss:0.04183 fps:1092 +frame:1.42e+06 wall_t:1300 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.538 +2026-01-08 10:06:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:638.30 total_reward_ma:597.99 loss:0.1309 fps:1092 +frame:1.43e+06 wall_t:1310 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.567 +2026-01-08 10:06:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:642.70 total_reward_ma:599.12 loss:0.1248 fps:1092 +frame:1.44e+06 wall_t:1319 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.513 +2026-01-08 10:06:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:633.50 total_reward_ma:600.11 loss:0.164 fps:1092 +frame:1.45e+06 wall_t:1328 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.567 +2026-01-08 10:06:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:641.50 total_reward_ma:601.07 loss:0.1297 fps:1093 +frame:1.46e+06 wall_t:1336 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.643 +2026-01-08 10:06:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:638.20 total_reward_ma:602.06 loss:0.08762 fps:1092 +frame:1.47e+06 wall_t:1346 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.589 +2026-01-08 10:06:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:635.30 total_reward_ma:602.97 loss:0.07067 fps:1092 +frame:1.48e+06 wall_t:1355 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.578 +2026-01-08 10:07:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:634.00 total_reward_ma:603.96 loss:0.04542 fps:1092 +frame:1.49e+06 wall_t:1364 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.564 +2026-01-08 10:07:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:636.50 total_reward_ma:604.91 loss:0.05673 fps:1092 +frame:1.50e+06 wall_t:1373 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.464 +2026-01-08 10:07:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:643.90 total_reward_ma:605.90 loss:0.1155 fps:1093 +frame:1.51e+06 wall_t:1382 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.614 +2026-01-08 10:07:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:642.20 total_reward_ma:606.93 loss:0.0662 fps:1094 +frame:1.52e+06 wall_t:1390 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.595 +2026-01-08 10:07:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:641.70 total_reward_ma:607.91 loss:0.07216 fps:1094 +frame:1.53e+06 wall_t:1399 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.478 +2026-01-08 10:07:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:639.90 total_reward_ma:608.94 loss:0.1436 fps:1095 +frame:1.54e+06 wall_t:1407 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.454 +2026-01-08 10:07:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:637.50 total_reward_ma:609.98 loss:0.018 fps:1095 +frame:1.55e+06 wall_t:1416 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.57 +2026-01-08 10:08:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:636.30 total_reward_ma:610.99 loss:0.05792 fps:1095 +frame:1.56e+06 wall_t:1425 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.636 +2026-01-08 10:08:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:626.10 total_reward_ma:611.87 loss:0.1249 fps:1094 +frame:1.57e+06 wall_t:1435 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.6 +2026-01-08 10:08:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:638.20 total_reward_ma:612.83 loss:0.1513 fps:1093 +frame:1.58e+06 wall_t:1446 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.556 +2026-01-08 10:08:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:642.00 total_reward_ma:613.80 loss:0.09438 fps:1091 +frame:1.59e+06 wall_t:1457 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.327 +2026-01-08 10:08:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:648.70 total_reward_ma:614.78 loss:0.05132 fps:1092 +frame:1.60e+06 wall_t:1465 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.318 +2026-01-08 10:08:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:653.80 total_reward_ma:615.79 loss:0.1257 fps:1092 +frame:1.61e+06 wall_t:1474 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.614 +2026-01-08 10:09:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:656.50 total_reward_ma:616.83 loss:0.09237 fps:1092 +frame:1.62e+06 wall_t:1483 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.398 +2026-01-08 10:09:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:680.00 total_reward_ma:618.03 loss:0.1705 fps:1093 +frame:1.63e+06 wall_t:1491 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.486 +2026-01-08 10:09:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:688.00 total_reward_ma:619.23 loss:0.1493 fps:1094 +frame:1.64e+06 wall_t:1499 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.508 +2026-01-08 10:09:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:687.10 total_reward_ma:620.37 loss:0.07574 fps:1094 +frame:1.65e+06 wall_t:1508 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.452 +2026-01-08 10:09:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:680.50 total_reward_ma:621.28 loss:0.05606 fps:1095 +frame:1.66e+06 wall_t:1516 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.608 +2026-01-08 10:09:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:676.00 total_reward_ma:621.95 loss:0.08204 fps:1094 +frame:1.67e+06 wall_t:1526 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.677 +2026-01-08 10:09:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:675.10 total_reward_ma:622.53 loss:0.05668 fps:1093 +frame:1.68e+06 wall_t:1537 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.827 +2026-01-08 10:10:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:655.30 total_reward_ma:622.91 loss:0.1004 fps:1093 +frame:1.69e+06 wall_t:1546 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.529 +2026-01-08 10:10:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:651.80 total_reward_ma:623.26 loss:0.06721 fps:1093 +frame:1.70e+06 wall_t:1555 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.347 +2026-01-08 10:10:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:647.50 total_reward_ma:623.61 loss:0.1328 fps:1094 +frame:1.71e+06 wall_t:1563 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.574 +2026-01-08 10:10:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:650.70 total_reward_ma:624.17 loss:0.1346 fps:1093 +frame:1.72e+06 wall_t:1573 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.374 +2026-01-08 10:10:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:657.10 total_reward_ma:624.87 loss:0.1867 fps:1093 +frame:1.73e+06 wall_t:1583 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.279 +2026-01-08 10:10:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:660.90 total_reward_ma:625.70 loss:0.1074 fps:1093 +frame:1.74e+06 wall_t:1592 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.494 +2026-01-08 10:11:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:671.60 total_reward_ma:626.65 loss:0.09089 fps:1094 +frame:1.75e+06 wall_t:1600 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.412 +2026-01-08 10:11:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:677.80 total_reward_ma:627.62 loss:0.1018 fps:1094 +frame:1.76e+06 wall_t:1609 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.422 +2026-01-08 10:11:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:677.60 total_reward_ma:628.53 loss:0.04903 fps:1095 +frame:1.77e+06 wall_t:1617 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.657 +2026-01-08 10:11:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:676.90 total_reward_ma:629.35 loss:0.07354 fps:1094 +frame:1.78e+06 wall_t:1627 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.638 +2026-01-08 10:11:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:676.80 total_reward_ma:630.23 loss:0.1129 fps:1093 +frame:1.79e+06 wall_t:1638 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.44 +2026-01-08 10:11:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:673.90 total_reward_ma:631.02 loss:0.1207 fps:1093 +frame:1.80e+06 wall_t:1647 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.268 +2026-01-08 10:11:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:679.00 total_reward_ma:631.85 loss:0.0358 fps:1094 +frame:1.81e+06 wall_t:1655 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.348 +2026-01-08 10:12:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:682.00 total_reward_ma:632.66 loss:0.08827 fps:1092 +frame:1.82e+06 wall_t:1666 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.346 +2026-01-08 10:12:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:690.60 total_reward_ma:633.66 loss:0.08657 fps:1092 +frame:1.83e+06 wall_t:1676 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.346 +2026-01-08 10:12:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:688.30 total_reward_ma:634.61 loss:0.06784 fps:1091 +frame:1.84e+06 wall_t:1686 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.463 +2026-01-08 10:12:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:694.00 total_reward_ma:635.61 loss:0.07831 fps:1090 +frame:1.85e+06 wall_t:1697 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.409 +2026-01-08 10:12:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:693.00 total_reward_ma:636.58 loss:0.1144 fps:1091 +frame:1.86e+06 wall_t:1705 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.387 +2026-01-08 10:12:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:686.00 total_reward_ma:637.45 loss:0.09865 fps:1090 +frame:1.87e+06 wall_t:1715 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.433 +2026-01-08 10:13:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:676.90 total_reward_ma:638.22 loss:0.09519 fps:1090 +frame:1.88e+06 wall_t:1725 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.343 +2026-01-08 10:13:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:672.70 total_reward_ma:638.83 loss:0.0503 fps:1091 +frame:1.89e+06 wall_t:1733 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.471 +2026-01-08 10:13:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:680.10 total_reward_ma:639.49 loss:0.1502 fps:1091 +frame:1.90e+06 wall_t:1742 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.237 +2026-01-08 10:13:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:684.40 total_reward_ma:640.19 loss:0.1478 fps:1091 +frame:1.91e+06 wall_t:1751 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.313 +2026-01-08 10:13:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:688.70 total_reward_ma:640.91 loss:0.05912 fps:1092 +frame:1.92e+06 wall_t:1759 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.584 +2026-01-08 10:13:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:691.50 total_reward_ma:641.73 loss:0.118 fps:1092 +frame:1.93e+06 wall_t:1768 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.319 +2026-01-08 10:13:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:697.00 total_reward_ma:642.66 loss:0.06171 fps:1091 +frame:1.94e+06 wall_t:1778 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.313 +2026-01-08 10:14:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:697.70 total_reward_ma:643.59 loss:0.08524 fps:1091 +frame:1.95e+06 wall_t:1788 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.221 +2026-01-08 10:14:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:689.30 total_reward_ma:644.49 loss:0.1242 fps:1091 +frame:1.96e+06 wall_t:1796 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.442 +2026-01-08 10:14:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:683.30 total_reward_ma:645.41 loss:0.05453 fps:1092 +frame:1.97e+06 wall_t:1804 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.544 +2026-01-08 10:14:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:691.70 total_reward_ma:646.43 loss:0.1471 fps:1092 +frame:1.98e+06 wall_t:1813 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.186 +2026-01-08 10:14:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:694.30 total_reward_ma:647.44 loss:0.1681 fps:1092 +frame:1.99e+06 wall_t:1822 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.408 +2026-01-08 10:14:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:697.80 total_reward_ma:648.52 loss:0.1065 fps:1092 +frame:2.00e+06 wall_t:1831 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.083 +2026-01-08 10:14:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:695.60 total_reward_ma:649.58 loss:0.1847 fps:1093 +frame:2.01e+06 wall_t:1839 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.303 +2026-01-08 10:15:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:702.90 total_reward_ma:650.52 loss:0.1103 fps:1093 +frame:2.02e+06 wall_t:1848 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.335 +2026-01-08 10:15:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:707.60 total_reward_ma:651.47 loss:0.1145 fps:1093 +frame:2.03e+06 wall_t:1857 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.325 +2026-01-08 10:15:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:703.20 total_reward_ma:652.32 loss:0.1014 fps:1093 +frame:2.04e+06 wall_t:1866 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.588 +2026-01-08 10:15:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:697.60 total_reward_ma:653.02 loss:0.1199 fps:1094 +frame:2.05e+06 wall_t:1874 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.364 +2026-01-08 10:15:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:695.10 total_reward_ma:653.66 loss:0.0902 fps:1095 +frame:2.06e+06 wall_t:1882 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.264 +2026-01-08 10:15:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:694.40 total_reward_ma:654.45 loss:0.05998 fps:1095 +frame:2.07e+06 wall_t:1891 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.527 +2026-01-08 10:16:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:682.20 total_reward_ma:655.10 loss:0.1203 fps:1095 +frame:2.08e+06 wall_t:1900 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.329 +2026-01-08 10:16:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:680.20 total_reward_ma:655.79 loss:0.07068 fps:1095 +frame:2.09e+06 wall_t:1909 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.517 +2026-01-08 10:16:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:683.40 total_reward_ma:656.58 loss:0.1476 fps:1095 +frame:2.10e+06 wall_t:1917 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.335 +2026-01-08 10:16:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:688.30 total_reward_ma:657.40 loss:0.08206 fps:1096 +frame:2.11e+06 wall_t:1926 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.41 +2026-01-08 10:16:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:689.20 total_reward_ma:658.18 loss:0.1253 fps:1096 +frame:2.12e+06 wall_t:1935 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.423 +2026-01-08 10:16:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:687.70 total_reward_ma:658.91 loss:0.1183 fps:1096 +frame:2.13e+06 wall_t:1944 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.629 +2026-01-08 10:16:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:702.60 total_reward_ma:659.79 loss:0.1113 fps:1096 +frame:2.14e+06 wall_t:1953 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.384 +2026-01-08 10:17:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:703.10 total_reward_ma:660.63 loss:0.04416 fps:1096 +frame:2.15e+06 wall_t:1962 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.47 +2026-01-08 10:17:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:705.60 total_reward_ma:661.60 loss:0.05148 fps:1096 +frame:2.16e+06 wall_t:1971 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.516 +2026-01-08 10:17:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:706.40 total_reward_ma:662.60 loss:0.07461 fps:1096 +frame:2.17e+06 wall_t:1980 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.331 +2026-01-08 10:17:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:700.60 total_reward_ma:663.58 loss:0.06453 fps:1097 +frame:2.18e+06 wall_t:1988 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.387 +2026-01-08 10:17:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:701.80 total_reward_ma:664.53 loss:0.07683 fps:1097 +frame:2.19e+06 wall_t:1997 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.389 +2026-01-08 10:17:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:699.20 total_reward_ma:665.39 loss:0.06108 fps:1097 +frame:2.20e+06 wall_t:2006 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.645 +2026-01-08 10:17:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:696.20 total_reward_ma:666.09 loss:0.03447 fps:1097 +frame:2.21e+06 wall_t:2014 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.395 +2026-01-08 10:18:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:697.40 total_reward_ma:666.79 loss:0.08324 fps:1097 +frame:2.22e+06 wall_t:2023 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.615 +2026-01-08 10:18:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:697.10 total_reward_ma:667.35 loss:0.03464 fps:1097 +frame:2.23e+06 wall_t:2032 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.7 +2026-01-08 10:18:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:700.90 total_reward_ma:667.91 loss:0.122 fps:1098 +frame:2.24e+06 wall_t:2041 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.58 +2026-01-08 10:18:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:706.20 total_reward_ma:668.55 loss:0.1222 fps:1098 +frame:2.25e+06 wall_t:2049 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.529 +2026-01-08 10:18:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:704.30 total_reward_ma:669.19 loss:0.1306 fps:1098 +frame:2.26e+06 wall_t:2058 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.591 +2026-01-08 10:18:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:692.80 total_reward_ma:669.68 loss:0.1192 fps:1099 +frame:2.27e+06 wall_t:2066 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.489 +2026-01-08 10:18:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:689.90 total_reward_ma:670.13 loss:0.06703 fps:1099 +frame:2.28e+06 wall_t:2074 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.585 +2026-01-08 10:19:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:679.50 total_reward_ma:670.52 loss:0.07958 fps:1099 +frame:2.29e+06 wall_t:2083 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.469 +2026-01-08 10:19:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:671.50 total_reward_ma:670.85 loss:0.06489 fps:1099 +frame:2.30e+06 wall_t:2093 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.507 +2026-01-08 10:19:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:675.90 total_reward_ma:671.22 loss:0.07011 fps:1099 +frame:2.31e+06 wall_t:2101 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.534 +2026-01-08 10:19:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:677.90 total_reward_ma:671.64 loss:0.07059 fps:1099 +frame:2.32e+06 wall_t:2111 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.443 +2026-01-08 10:19:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:682.00 total_reward_ma:672.11 loss:0.07631 fps:1099 +frame:2.33e+06 wall_t:2120 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.484 +2026-01-08 10:19:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:688.70 total_reward_ma:672.68 loss:0.02195 fps:1100 +frame:2.34e+06 wall_t:2128 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.528 +2026-01-08 10:19:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:696.10 total_reward_ma:673.39 loss:0.1044 fps:1100 +frame:2.35e+06 wall_t:2137 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.424 +2026-01-08 10:20:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:704.20 total_reward_ma:674.21 loss:0.08526 fps:1100 +frame:2.36e+06 wall_t:2146 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.491 +2026-01-08 10:20:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:718.90 total_reward_ma:675.10 loss:0.1037 fps:1099 +frame:2.37e+06 wall_t:2157 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.502 +2026-01-08 10:20:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:734.50 total_reward_ma:676.16 loss:0.1602 fps:1098 +frame:2.38e+06 wall_t:2167 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.515 +2026-01-08 10:20:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:744.10 total_reward_ma:677.28 loss:0.1509 fps:1099 +frame:2.39e+06 wall_t:2175 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.419 +2026-01-08 10:20:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:763.10 total_reward_ma:678.59 loss:0.1073 fps:1099 +frame:2.40e+06 wall_t:2184 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.543 +2026-01-08 10:20:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:773.80 total_reward_ma:679.93 loss:0.09329 fps:1099 +frame:2.41e+06 wall_t:2193 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.54 +2026-01-08 10:21:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:762.90 total_reward_ma:681.14 loss:0.09982 fps:1099 +frame:2.42e+06 wall_t:2202 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.537 +2026-01-08 10:21:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:749.80 total_reward_ma:682.26 loss:0.121 fps:1100 +frame:2.43e+06 wall_t:2210 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.362 +2026-01-08 10:21:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:788.10 total_reward_ma:683.71 loss:0.1054 fps:1100 +frame:2.44e+06 wall_t:2219 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.46 +2026-01-08 10:21:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:782.70 total_reward_ma:685.20 loss:0.1062 fps:1100 +frame:2.45e+06 wall_t:2228 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.542 +2026-01-08 10:21:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:764.30 total_reward_ma:686.43 loss:0.1199 fps:1099 +frame:2.46e+06 wall_t:2238 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.457 +2026-01-08 10:21:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:770.70 total_reward_ma:687.76 loss:0.06211 fps:1099 +frame:2.47e+06 wall_t:2248 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.539 +2026-01-08 10:21:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:795.10 total_reward_ma:689.36 loss:0.1184 fps:1099 +frame:2.48e+06 wall_t:2256 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.393 +2026-01-08 10:22:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:785.20 total_reward_ma:690.87 loss:0.05789 fps:1099 +frame:2.49e+06 wall_t:2265 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.452 +2026-01-08 10:22:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:781.30 total_reward_ma:692.32 loss:0.111 fps:1099 +frame:2.50e+06 wall_t:2274 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.454 +2026-01-08 10:22:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:790.00 total_reward_ma:693.78 loss:0.1164 fps:1098 +frame:2.51e+06 wall_t:2285 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.488 +2026-01-08 10:22:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:789.10 total_reward_ma:695.25 loss:0.09751 fps:1099 +frame:2.52e+06 wall_t:2294 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.76 +2026-01-08 10:22:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:801.10 total_reward_ma:696.84 loss:0.07272 fps:1099 +frame:2.53e+06 wall_t:2303 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.425 +2026-01-08 10:22:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:797.10 total_reward_ma:698.41 loss:0.1475 fps:1099 +frame:2.54e+06 wall_t:2312 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.274 +2026-01-08 10:23:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:793.80 total_reward_ma:699.97 loss:0.09868 fps:1099 +frame:2.55e+06 wall_t:2321 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.337 +2026-01-08 10:23:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:809.40 total_reward_ma:701.71 loss:0.081 fps:1098 +frame:2.56e+06 wall_t:2331 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.464 +2026-01-08 10:23:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:837.20 total_reward_ma:703.82 loss:0.09289 fps:1099 +frame:2.57e+06 wall_t:2339 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.397 +2026-01-08 10:23:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:880.10 total_reward_ma:706.23 loss:0.1158 fps:1099 +frame:2.58e+06 wall_t:2348 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.502 +2026-01-08 10:23:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:877.90 total_reward_ma:708.59 loss:0.07226 fps:1099 +frame:2.59e+06 wall_t:2356 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.204 +2026-01-08 10:23:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:926.20 total_reward_ma:711.37 loss:0.134 fps:1099 +frame:2.60e+06 wall_t:2365 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.363 +2026-01-08 10:23:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:942.00 total_reward_ma:714.25 loss:0.06356 fps:1099 +frame:2.61e+06 wall_t:2375 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.375 +2026-01-08 10:24:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:943.60 total_reward_ma:717.12 loss:0.1001 fps:1099 +frame:2.62e+06 wall_t:2383 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.333 +2026-01-08 10:24:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:965.10 total_reward_ma:719.97 loss:0.1275 fps:1099 +frame:2.63e+06 wall_t:2393 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.35 +2026-01-08 10:24:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:970.30 total_reward_ma:722.80 loss:0.07224 fps:1099 +frame:2.64e+06 wall_t:2402 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.408 +2026-01-08 10:24:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.30 total_reward_ma:725.76 loss:0.05005 fps:1099 +frame:2.65e+06 wall_t:2411 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.329 +2026-01-08 10:24:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:971.90 total_reward_ma:728.67 loss:0.11 fps:1099 +frame:2.66e+06 wall_t:2421 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.35 +2026-01-08 10:24:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:978.50 total_reward_ma:731.70 loss:0.1292 fps:1099 +frame:2.67e+06 wall_t:2430 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.447 +2026-01-08 10:25:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:987.00 total_reward_ma:734.82 loss:0.06523 fps:1098 +frame:2.68e+06 wall_t:2440 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.354 +2026-01-08 10:25:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1004.50 total_reward_ma:738.31 loss:0.08988 fps:1098 +frame:2.69e+06 wall_t:2449 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.439 +2026-01-08 10:25:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1026.00 total_reward_ma:742.05 loss:0.07101 fps:1098 +frame:2.70e+06 wall_t:2458 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.191 +2026-01-08 10:25:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1028.10 total_reward_ma:745.86 loss:0.1771 fps:1098 +frame:2.71e+06 wall_t:2469 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.231 +2026-01-08 10:25:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1039.30 total_reward_ma:749.74 loss:0.09415 fps:1097 +frame:2.72e+06 wall_t:2479 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.353 +2026-01-08 10:25:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1052.50 total_reward_ma:753.70 loss:0.187 fps:1097 +frame:2.73e+06 wall_t:2488 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.123 +2026-01-08 10:25:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1048.90 total_reward_ma:757.58 loss:0.1497 fps:1097 +frame:2.74e+06 wall_t:2497 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.49 +2026-01-08 10:26:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1053.90 total_reward_ma:761.40 loss:0.1752 fps:1097 +frame:2.75e+06 wall_t:2506 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.479 +2026-01-08 10:26:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1066.80 total_reward_ma:765.29 loss:0.1283 fps:1097 +frame:2.76e+06 wall_t:2515 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.461 +2026-01-08 10:26:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1092.60 total_reward_ma:769.44 loss:0.1085 fps:1097 +frame:2.77e+06 wall_t:2525 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.344 +2026-01-08 10:26:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1109.40 total_reward_ma:773.76 loss:0.09254 fps:1097 +frame:2.78e+06 wall_t:2535 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.415 +2026-01-08 10:26:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1123.30 total_reward_ma:778.23 loss:0.1197 fps:1097 +frame:2.79e+06 wall_t:2543 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.267 +2026-01-08 10:26:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1120.10 total_reward_ma:782.69 loss:0.06598 fps:1097 +frame:2.80e+06 wall_t:2553 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.549 +2026-01-08 10:27:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1110.20 total_reward_ma:787.00 loss:0.09078 fps:1097 +frame:2.81e+06 wall_t:2562 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.4 +2026-01-08 10:27:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1078.30 total_reward_ma:790.97 loss:0.09755 fps:1097 +frame:2.82e+06 wall_t:2570 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.368 +2026-01-08 10:27:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1078.10 total_reward_ma:794.84 loss:0.0647 fps:1097 +frame:2.83e+06 wall_t:2580 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.261 +2026-01-08 10:27:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1096.80 total_reward_ma:798.93 loss:0.108 fps:1097 +frame:2.84e+06 wall_t:2589 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.366 +2026-01-08 10:27:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1114.10 total_reward_ma:803.13 loss:0.1084 fps:1097 +frame:2.85e+06 wall_t:2598 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.458 +2026-01-08 10:27:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1117.80 total_reward_ma:807.38 loss:0.1508 fps:1097 +frame:2.86e+06 wall_t:2607 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.545 +2026-01-08 10:27:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1154.10 total_reward_ma:812.06 loss:0.1769 fps:1097 +frame:2.87e+06 wall_t:2616 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.304 +2026-01-08 10:28:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1173.40 total_reward_ma:817.02 loss:0.04128 fps:1098 +frame:2.88e+06 wall_t:2624 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.402 +2026-01-08 10:28:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1152.50 total_reward_ma:821.82 loss:0.1053 fps:1098 +frame:2.89e+06 wall_t:2633 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.368 +2026-01-08 10:28:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1144.60 total_reward_ma:826.46 loss:0.03778 fps:1098 +frame:2.90e+06 wall_t:2642 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.399 +2026-01-08 10:28:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1154.40 total_reward_ma:831.16 loss:0.007302 fps:1098 +frame:2.91e+06 wall_t:2650 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.47 +2026-01-08 10:28:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1162.00 total_reward_ma:835.90 loss:0.08642 fps:1098 +frame:2.92e+06 wall_t:2659 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.49 +2026-01-08 10:28:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1138.50 total_reward_ma:840.37 loss:0.07328 fps:1097 +frame:2.93e+06 wall_t:2670 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.378 +2026-01-08 10:28:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1146.20 total_reward_ma:844.86 loss:0.04012 fps:1097 +frame:2.94e+06 wall_t:2679 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.475 +2026-01-08 10:29:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1133.30 total_reward_ma:849.22 loss:0.02066 fps:1098 +frame:2.95e+06 wall_t:2687 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.605 +2026-01-08 10:29:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1136.80 total_reward_ma:853.69 loss:0.09726 fps:1098 +frame:2.96e+06 wall_t:2696 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.542 +2026-01-08 10:29:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1129.10 total_reward_ma:858.15 loss:0.1021 fps:1098 +frame:2.97e+06 wall_t:2704 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.38 +2026-01-08 10:29:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1101.40 total_reward_ma:862.24 loss:0.06595 fps:1098 +frame:2.98e+06 wall_t:2714 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.44 +2026-01-08 10:29:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1095.90 total_reward_ma:866.26 loss:0.0383 fps:1098 +frame:2.99e+06 wall_t:2723 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.253 +2026-01-08 10:29:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1115.40 total_reward_ma:870.44 loss:0.1157 fps:1097 +frame:3.00e+06 wall_t:2734 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.45 +2026-01-08 10:30:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1085.20 total_reward_ma:874.33 loss:0.1202 fps:1097 +frame:3.01e+06 wall_t:2743 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.408 +2026-01-08 10:30:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1103.10 total_reward_ma:878.34 loss:0.1121 fps:1097 +frame:3.02e+06 wall_t:2752 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.548 +2026-01-08 10:30:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1115.90 total_reward_ma:882.42 loss:0.07695 fps:1097 +frame:3.03e+06 wall_t:2762 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.585 +2026-01-08 10:30:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1141.20 total_reward_ma:886.80 loss:0.1087 fps:1097 +frame:3.04e+06 wall_t:2770 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.579 +2026-01-08 10:30:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1122.80 total_reward_ma:891.05 loss:0.09516 fps:1098 +frame:3.05e+06 wall_t:2779 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.461 +2026-01-08 10:30:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1104.40 total_reward_ma:895.14 loss:0.08011 fps:1098 +frame:3.06e+06 wall_t:2788 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.542 +2026-01-08 10:30:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1143.90 total_reward_ma:899.64 loss:0.08832 fps:1098 +frame:3.07e+06 wall_t:2797 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.547 +2026-01-08 10:31:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1139.70 total_reward_ma:904.21 loss:0.07736 fps:1098 +frame:3.08e+06 wall_t:2805 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.563 +2026-01-08 10:31:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1130.60 total_reward_ma:908.72 loss:0.007809 fps:1098 +frame:3.09e+06 wall_t:2814 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.287 +2026-01-08 10:31:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1129.20 total_reward_ma:913.17 loss:0.01205 fps:1098 +frame:3.10e+06 wall_t:2824 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.512 +2026-01-08 10:31:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1151.90 total_reward_ma:917.81 loss:0.08714 fps:1097 +frame:3.11e+06 wall_t:2834 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.47 +2026-01-08 10:31:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1159.10 total_reward_ma:922.51 loss:0.07535 fps:1098 +frame:3.12e+06 wall_t:2842 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.463 +2026-01-08 10:31:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1161.70 total_reward_ma:927.25 loss:0.174 fps:1098 +frame:3.13e+06 wall_t:2851 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.546 +2026-01-08 10:32:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1164.50 total_reward_ma:931.87 loss:0.04701 fps:1097 +frame:3.14e+06 wall_t:2862 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.355 +2026-01-08 10:32:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1138.70 total_reward_ma:936.23 loss:0.02022 fps:1098 +frame:3.15e+06 wall_t:2870 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.422 +2026-01-08 10:32:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1133.10 total_reward_ma:940.50 loss:0.08818 fps:1098 +frame:3.16e+06 wall_t:2879 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.469 +2026-01-08 10:32:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1142.60 total_reward_ma:944.86 loss:0.07363 fps:1098 +frame:3.17e+06 wall_t:2888 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.386 +2026-01-08 10:32:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1168.80 total_reward_ma:949.54 loss:0.07941 fps:1098 +frame:3.18e+06 wall_t:2897 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.401 +2026-01-08 10:32:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1158.90 total_reward_ma:954.11 loss:0.03884 fps:1098 +frame:3.19e+06 wall_t:2905 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.507 +2026-01-08 10:32:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1148.90 total_reward_ma:958.61 loss:0.1133 fps:1098 +frame:3.20e+06 wall_t:2914 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.488 +2026-01-08 10:33:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1172.40 total_reward_ma:963.37 loss:0.06189 fps:1099 +frame:3.21e+06 wall_t:2922 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.368 +2026-01-08 10:33:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1167.20 total_reward_ma:968.07 loss:0.1159 fps:1098 +frame:3.22e+06 wall_t:2932 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.527 +2026-01-08 10:33:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1168.00 total_reward_ma:972.78 loss:0.08837 fps:1098 +frame:3.23e+06 wall_t:2943 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.45 +2026-01-08 10:33:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1168.10 total_reward_ma:977.45 loss:0.1116 fps:1097 +frame:3.24e+06 wall_t:2953 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.357 +2026-01-08 10:33:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1161.10 total_reward_ma:982.00 loss:0.1032 fps:1097 +frame:3.25e+06 wall_t:2963 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.477 +2026-01-08 10:33:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1157.70 total_reward_ma:986.54 loss:0.1022 fps:1097 +frame:3.26e+06 wall_t:2972 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.476 +2026-01-08 10:34:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1158.80 total_reward_ma:991.20 loss:0.04019 fps:1097 +frame:3.27e+06 wall_t:2981 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.409 +2026-01-08 10:34:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1172.50 total_reward_ma:996.02 loss:0.09994 fps:1097 +frame:3.28e+06 wall_t:2990 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.448 +2026-01-08 10:34:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1162.50 total_reward_ma:1000.85 loss:0.1379 fps:1097 +frame:3.29e+06 wall_t:2998 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.379 +2026-01-08 10:34:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1140.30 total_reward_ma:1005.54 loss:0.09006 fps:1098 +frame:3.30e+06 wall_t:3006 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.455 +2026-01-08 10:34:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1141.90 total_reward_ma:1010.20 loss:0.1367 fps:1097 +frame:3.31e+06 wall_t:3016 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.554 +2026-01-08 10:34:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1163.90 total_reward_ma:1015.06 loss:0.05317 fps:1098 +frame:3.32e+06 wall_t:3025 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.358 +2026-01-08 10:34:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1167.60 total_reward_ma:1019.92 loss:0.1816 fps:1098 +frame:3.33e+06 wall_t:3033 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.355 +2026-01-08 10:35:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1158.80 total_reward_ma:1024.62 loss:0.1086 fps:1098 +frame:3.34e+06 wall_t:3042 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.41 +2026-01-08 10:35:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1153.60 total_reward_ma:1029.19 loss:0.07968 fps:1098 +frame:3.35e+06 wall_t:3052 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.543 +2026-01-08 10:35:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1171.40 total_reward_ma:1033.86 loss:0.09469 fps:1098 +frame:3.36e+06 wall_t:3061 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.273 +2026-01-08 10:35:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1174.20 total_reward_ma:1038.42 loss:0.04499 fps:1098 +frame:3.37e+06 wall_t:3069 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.366 +2026-01-08 10:35:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1184.60 total_reward_ma:1042.92 loss:0.1101 fps:1098 +frame:3.38e+06 wall_t:3079 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.243 +2026-01-08 10:35:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1163.10 total_reward_ma:1047.11 loss:0.08774 fps:1098 +frame:3.39e+06 wall_t:3088 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.37 +2026-01-08 10:35:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1174.20 total_reward_ma:1051.22 loss:0.1279 fps:1098 +frame:3.40e+06 wall_t:3097 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.322 +2026-01-08 10:36:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1189.70 total_reward_ma:1055.38 loss:0.09209 fps:1098 +frame:3.41e+06 wall_t:3105 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.576 +2026-01-08 10:36:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1198.40 total_reward_ma:1059.73 loss:0.05577 fps:1099 +frame:3.42e+06 wall_t:3113 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.445 +2026-01-08 10:36:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1193.60 total_reward_ma:1064.17 loss:0.0581 fps:1099 +frame:3.43e+06 wall_t:3122 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.377 +2026-01-08 10:36:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1184.20 total_reward_ma:1068.13 loss:0.07861 fps:1099 +frame:3.44e+06 wall_t:3131 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.29 +2026-01-08 10:36:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1203.10 total_reward_ma:1072.34 loss:0.09134 fps:1099 +frame:3.45e+06 wall_t:3139 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.373 +2026-01-08 10:36:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1192.00 total_reward_ma:1076.61 loss:0.09337 fps:1099 +frame:3.46e+06 wall_t:3148 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.298 +2026-01-08 10:36:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1200.70 total_reward_ma:1080.91 loss:-0.00814 fps:1099 +frame:3.47e+06 wall_t:3157 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.455 +2026-01-08 10:37:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1179.60 total_reward_ma:1084.76 loss:0.0949 fps:1100 +frame:3.48e+06 wall_t:3165 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.34 +2026-01-08 10:37:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1171.20 total_reward_ma:1088.62 loss:0.1617 fps:1099 +frame:3.49e+06 wall_t:3175 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.185 +2026-01-08 10:37:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1181.10 total_reward_ma:1092.62 loss:0.1119 fps:1100 +frame:3.50e+06 wall_t:3183 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.281 +2026-01-08 10:37:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1179.40 total_reward_ma:1096.51 loss:0.08736 fps:1100 +frame:3.51e+06 wall_t:3191 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.436 +2026-01-08 10:37:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1195.70 total_reward_ma:1100.58 loss:0.08626 fps:1100 +frame:3.52e+06 wall_t:3199 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.317 +2026-01-08 10:37:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1183.00 total_reward_ma:1104.40 loss:0.07374 fps:1100 +frame:3.53e+06 wall_t:3208 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.534 +2026-01-08 10:37:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1199.60 total_reward_ma:1108.42 loss:0.1039 fps:1100 +frame:3.54e+06 wall_t:3219 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.32 +2026-01-08 10:38:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1223.70 total_reward_ma:1112.72 loss:0.08034 fps:1100 +frame:3.55e+06 wall_t:3228 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.435 +2026-01-08 10:38:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1198.40 total_reward_ma:1116.61 loss:0.06256 fps:1100 +frame:3.56e+06 wall_t:3237 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.377 +2026-01-08 10:38:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1196.70 total_reward_ma:1120.20 loss:0.04439 fps:1100 +frame:3.57e+06 wall_t:3246 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.312 +2026-01-08 10:38:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1189.00 total_reward_ma:1123.29 loss:0.1079 fps:1100 +frame:3.58e+06 wall_t:3255 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.392 +2026-01-08 10:38:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1182.10 total_reward_ma:1126.34 loss:0.1122 fps:1100 +frame:3.59e+06 wall_t:3263 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.348 +2026-01-08 10:38:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1183.40 total_reward_ma:1128.91 loss:0.114 fps:1100 +frame:3.60e+06 wall_t:3272 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.408 +2026-01-08 10:39:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1180.90 total_reward_ma:1131.30 loss:0.09972 fps:1100 +frame:3.61e+06 wall_t:3281 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.49 +2026-01-08 10:39:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1210.50 total_reward_ma:1133.97 loss:0.1429 fps:1100 +frame:3.62e+06 wall_t:3290 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.408 +2026-01-08 10:39:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1204.00 total_reward_ma:1136.35 loss:0.07679 fps:1100 +frame:3.63e+06 wall_t:3300 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.303 +2026-01-08 10:39:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1227.70 total_reward_ma:1138.93 loss:0.08823 fps:1100 +frame:3.64e+06 wall_t:3308 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.5 +2026-01-08 10:39:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1233.20 total_reward_ma:1141.43 loss:0.1164 fps:1100 +frame:3.65e+06 wall_t:3317 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.448 +2026-01-08 10:39:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1244.80 total_reward_ma:1144.16 loss:0.08586 fps:1100 +frame:3.66e+06 wall_t:3326 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.429 +2026-01-08 10:39:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1213.50 total_reward_ma:1146.51 loss:0.126 fps:1101 +frame:3.67e+06 wall_t:3334 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.33 +2026-01-08 10:40:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1191.40 total_reward_ma:1148.55 loss:0.1297 fps:1100 +frame:3.68e+06 wall_t:3344 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.388 +2026-01-08 10:40:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1194.90 total_reward_ma:1150.45 loss:0.1356 fps:1100 +frame:3.69e+06 wall_t:3354 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.355 +2026-01-08 10:40:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1155.60 total_reward_ma:1151.75 loss:0.04753 fps:1100 +frame:3.70e+06 wall_t:3363 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.443 +2026-01-08 10:40:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1163.40 total_reward_ma:1153.10 loss:0.08083 fps:1100 +frame:3.71e+06 wall_t:3372 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.644 +2026-01-08 10:40:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1145.60 total_reward_ma:1154.17 loss:0.1005 fps:1100 +frame:3.72e+06 wall_t:3382 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.485 +2026-01-08 10:40:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1162.50 total_reward_ma:1155.27 loss:0.1037 fps:1100 +frame:3.73e+06 wall_t:3392 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.415 +2026-01-08 10:41:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1165.10 total_reward_ma:1156.43 loss:0.0915 fps:1099 +frame:3.74e+06 wall_t:3403 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.277 +2026-01-08 10:41:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1168.50 total_reward_ma:1157.57 loss:0.08773 fps:1099 +frame:3.75e+06 wall_t:3412 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.324 +2026-01-08 10:41:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1195.90 total_reward_ma:1158.86 loss:0.05844 fps:1099 +frame:3.76e+06 wall_t:3420 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.265 +2026-01-08 10:41:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1207.60 total_reward_ma:1160.02 loss:0.127 fps:1099 +frame:3.77e+06 wall_t:3431 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.397 +2026-01-08 10:41:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1240.00 total_reward_ma:1161.32 loss:0.06489 fps:1099 +frame:3.78e+06 wall_t:3440 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.424 +2026-01-08 10:41:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1232.40 total_reward_ma:1162.41 loss:0.1096 fps:1099 +frame:3.79e+06 wall_t:3449 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.265 +2026-01-08 10:41:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1232.90 total_reward_ma:1163.54 loss:0.129 fps:1099 +frame:3.80e+06 wall_t:3458 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.082 +2026-01-08 10:42:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1230.70 total_reward_ma:1164.74 loss:0.06976 fps:1099 +frame:3.81e+06 wall_t:3466 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.512 +2026-01-08 10:42:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1228.40 total_reward_ma:1166.25 loss:0.1153 fps:1100 +frame:3.82e+06 wall_t:3474 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.309 +2026-01-08 10:42:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1232.90 total_reward_ma:1167.79 loss:0.07869 fps:1100 +frame:3.83e+06 wall_t:3483 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.379 +2026-01-08 10:42:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1249.80 total_reward_ma:1169.32 loss:0.09967 fps:1100 +frame:3.84e+06 wall_t:3491 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.394 +2026-01-08 10:42:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1236.60 total_reward_ma:1170.55 loss:0.1365 fps:1100 +frame:3.85e+06 wall_t:3499 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.368 +2026-01-08 10:42:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1225.40 total_reward_ma:1171.62 loss:0.05296 fps:1100 +frame:3.86e+06 wall_t:3508 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.422 +2026-01-08 10:42:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1203.50 total_reward_ma:1172.12 loss:0.09673 fps:1101 +frame:3.87e+06 wall_t:3516 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.323 +2026-01-08 10:43:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1209.60 total_reward_ma:1172.48 loss:0.1518 fps:1100 +frame:3.88e+06 wall_t:3526 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.586 +2026-01-08 10:43:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1188.90 total_reward_ma:1172.84 loss:0.1187 fps:1100 +frame:3.89e+06 wall_t:3535 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.427 +2026-01-08 10:43:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1138.30 total_reward_ma:1172.78 loss:0.09901 fps:1100 +frame:3.90e+06 wall_t:3544 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.444 +2026-01-08 10:43:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1148.20 total_reward_ma:1172.72 loss:0.09984 fps:1100 +frame:3.91e+06 wall_t:3553 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.458 +2026-01-08 10:43:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1160.80 total_reward_ma:1172.71 loss:0.05054 fps:1101 +frame:3.92e+06 wall_t:3562 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.337 +2026-01-08 10:43:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1188.40 total_reward_ma:1173.21 loss:0.1312 fps:1101 +frame:3.93e+06 wall_t:3570 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.454 +2026-01-08 10:43:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1178.00 total_reward_ma:1173.53 loss:0.1066 fps:1101 +frame:3.94e+06 wall_t:3580 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.334 +2026-01-08 10:44:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1173.90 total_reward_ma:1173.93 loss:0.136 fps:1101 +frame:3.95e+06 wall_t:3589 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.593 +2026-01-08 10:44:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1206.80 total_reward_ma:1174.63 loss:0.09005 fps:1100 +frame:3.96e+06 wall_t:3599 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.327 +2026-01-08 10:44:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1197.80 total_reward_ma:1175.32 loss:0.1264 fps:1100 +frame:3.97e+06 wall_t:3608 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.39 +2026-01-08 10:44:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1191.50 total_reward_ma:1176.22 loss:0.1199 fps:1100 +frame:3.98e+06 wall_t:3617 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.408 +2026-01-08 10:44:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1178.80 total_reward_ma:1177.05 loss:0.132 fps:1101 +frame:3.99e+06 wall_t:3625 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.325 +2026-01-08 10:44:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1186.10 total_reward_ma:1177.75 loss:0.1771 fps:1101 +frame:4.00e+06 wall_t:3634 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.237 +2026-01-08 10:45:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1207.30 total_reward_ma:1178.98 loss:0.09215 fps:1101 +frame:4.01e+06 wall_t:3643 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.263 +2026-01-08 10:45:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1227.70 total_reward_ma:1180.22 loss:0.06037 fps:1101 +frame:4.02e+06 wall_t:3652 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.296 +2026-01-08 10:45:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1226.10 total_reward_ma:1181.32 loss:0.1518 fps:1101 +frame:4.03e+06 wall_t:3660 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.357 +2026-01-08 10:45:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1218.70 total_reward_ma:1182.10 loss:0.1539 fps:1101 +frame:4.04e+06 wall_t:3669 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.41 +2026-01-08 10:45:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1214.70 total_reward_ma:1183.02 loss:0.1457 fps:1101 +frame:4.05e+06 wall_t:3678 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.271 +2026-01-08 10:45:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1235.50 total_reward_ma:1184.33 loss:0.09658 fps:1101 +frame:4.06e+06 wall_t:3686 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.382 +2026-01-08 10:45:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1240.90 total_reward_ma:1185.30 loss:0.09535 fps:1101 +frame:4.07e+06 wall_t:3695 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.334 +2026-01-08 10:46:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1223.30 total_reward_ma:1186.14 loss:0.114 fps:1102 +frame:4.08e+06 wall_t:3703 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.508 +2026-01-08 10:46:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1226.30 total_reward_ma:1187.09 loss:0.1004 fps:1102 +frame:4.09e+06 wall_t:3712 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.318 +2026-01-08 10:46:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1246.80 total_reward_ma:1188.27 loss:0.07535 fps:1102 +frame:4.10e+06 wall_t:3721 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.335 +2026-01-08 10:46:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1250.50 total_reward_ma:1189.25 loss:0.01523 fps:1102 +frame:4.11e+06 wall_t:3730 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.431 +2026-01-08 10:46:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1262.80 total_reward_ma:1190.29 loss:0.03559 fps:1102 +frame:4.12e+06 wall_t:3739 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.459 +2026-01-08 10:46:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1274.80 total_reward_ma:1191.42 loss:0.1128 fps:1102 +frame:4.13e+06 wall_t:3747 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.474 +2026-01-08 10:46:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1269.50 total_reward_ma:1192.47 loss:0.08385 fps:1102 +frame:4.14e+06 wall_t:3756 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.34 +2026-01-08 10:47:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1271.20 total_reward_ma:1193.80 loss:0.04165 fps:1102 +frame:4.15e+06 wall_t:3766 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.585 +2026-01-08 10:47:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1293.10 total_reward_ma:1195.40 loss:0.1612 fps:1101 +frame:4.16e+06 wall_t:3777 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.443 +2026-01-08 10:47:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1285.70 total_reward_ma:1196.83 loss:0.05513 fps:1101 +frame:4.17e+06 wall_t:3788 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.434 +2026-01-08 10:47:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1304.00 total_reward_ma:1198.18 loss:0.09751 fps:1101 +frame:4.18e+06 wall_t:3797 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.332 +2026-01-08 10:47:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1294.40 total_reward_ma:1199.54 loss:0.1295 fps:1101 +frame:4.19e+06 wall_t:3805 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.469 +2026-01-08 10:47:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1287.80 total_reward_ma:1200.92 loss:0.1507 fps:1101 +frame:4.20e+06 wall_t:3814 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.397 +2026-01-08 10:48:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1259.70 total_reward_ma:1201.80 loss:0.05854 fps:1101 +frame:4.21e+06 wall_t:3823 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.326 +2026-01-08 10:48:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1258.10 total_reward_ma:1202.71 loss:0.08315 fps:1101 +frame:4.22e+06 wall_t:3833 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.405 +2026-01-08 10:48:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1251.70 total_reward_ma:1203.54 loss:0.09658 fps:1101 +frame:4.23e+06 wall_t:3841 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.411 +2026-01-08 10:48:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1219.90 total_reward_ma:1204.06 loss:0.2414 fps:1102 +frame:4.24e+06 wall_t:3849 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.429 +2026-01-08 10:48:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1193.50 total_reward_ma:1204.39 loss:0.1831 fps:1102 +frame:4.25e+06 wall_t:3857 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.594 +2026-01-08 10:48:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1160.00 total_reward_ma:1204.41 loss:0.1322 fps:1102 +frame:4.26e+06 wall_t:3865 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.479 +2026-01-08 10:48:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1176.60 total_reward_ma:1204.59 loss:0.1197 fps:1103 +frame:4.27e+06 wall_t:3873 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.438 +2026-01-08 10:49:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1164.20 total_reward_ma:1204.50 loss:0.04674 fps:1103 +frame:4.28e+06 wall_t:3882 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.24 +2026-01-08 10:49:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1164.80 total_reward_ma:1204.53 loss:0.09937 fps:1103 +frame:4.29e+06 wall_t:3890 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.411 +2026-01-08 10:49:17 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1189.50 total_reward_ma:1205.02 loss:0.1071 fps:1103 +frame:4.30e+06 wall_t:3897 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.452 +2026-01-08 10:49:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1205.70 total_reward_ma:1205.66 loss:0.09451 fps:1103 +frame:4.31e+06 wall_t:3906 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.281 +2026-01-08 10:49:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1236.50 total_reward_ma:1206.38 loss:0.1104 fps:1103 +frame:4.32e+06 wall_t:3915 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.317 +2026-01-08 10:49:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1246.10 total_reward_ma:1207.17 loss:0.156 fps:1103 +frame:4.33e+06 wall_t:3924 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.446 +2026-01-08 10:49:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1250.80 total_reward_ma:1208.09 loss:0.09685 fps:1103 +frame:4.34e+06 wall_t:3933 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.319 +2026-01-08 10:50:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1280.70 total_reward_ma:1209.36 loss:0.08588 fps:1103 +frame:4.35e+06 wall_t:3944 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.481 +2026-01-08 10:50:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1290.50 total_reward_ma:1210.55 loss:0.08504 fps:1103 +frame:4.36e+06 wall_t:3953 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.505 +2026-01-08 10:50:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1263.80 total_reward_ma:1211.44 loss:0.06611 fps:1103 +frame:4.37e+06 wall_t:3962 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.495 +2026-01-08 10:50:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1262.10 total_reward_ma:1212.22 loss:0.05207 fps:1103 +frame:4.38e+06 wall_t:3971 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.254 +2026-01-08 10:50:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1257.00 total_reward_ma:1213.16 loss:0.1274 fps:1103 +frame:4.39e+06 wall_t:3980 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.363 +2026-01-08 10:50:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1237.10 total_reward_ma:1213.79 loss:0.1144 fps:1103 +frame:4.40e+06 wall_t:3989 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.388 +2026-01-08 10:50:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1216.10 total_reward_ma:1214.05 loss:0.07752 fps:1103 +frame:4.41e+06 wall_t:3999 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.433 +2026-01-08 10:51:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1195.50 total_reward_ma:1214.02 loss:0.06255 fps:1103 +frame:4.42e+06 wall_t:4008 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.388 +2026-01-08 10:51:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1190.90 total_reward_ma:1214.00 loss:0.05823 fps:1103 +frame:4.43e+06 wall_t:4017 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.376 +2026-01-08 10:51:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1194.00 total_reward_ma:1214.09 loss:0.1329 fps:1103 +frame:4.44e+06 wall_t:4024 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.413 +2026-01-08 10:51:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1199.80 total_reward_ma:1214.06 loss:0.05365 fps:1103 +frame:4.45e+06 wall_t:4033 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.341 +2026-01-08 10:51:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1210.90 total_reward_ma:1214.25 loss:0.06206 fps:1104 +frame:4.46e+06 wall_t:4041 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.217 +2026-01-08 10:51:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1222.20 total_reward_ma:1214.46 loss:0.04586 fps:1103 +frame:4.47e+06 wall_t:4051 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.37 +2026-01-08 10:52:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1237.80 total_reward_ma:1215.05 loss:0.06454 fps:1103 +frame:4.48e+06 wall_t:4060 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.567 +2026-01-08 10:52:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1247.60 total_reward_ma:1215.81 loss:0.1221 fps:1103 +frame:4.49e+06 wall_t:4070 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.365 +2026-01-08 10:52:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1262.60 total_reward_ma:1216.63 loss:0.122 fps:1103 +frame:4.50e+06 wall_t:4079 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.354 +2026-01-08 10:52:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1248.40 total_reward_ma:1217.32 loss:0.08242 fps:1103 +frame:4.51e+06 wall_t:4089 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.315 +2026-01-08 10:52:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1236.90 total_reward_ma:1217.73 loss:0.03109 fps:1103 +frame:4.52e+06 wall_t:4098 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.347 +2026-01-08 10:52:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1206.70 total_reward_ma:1217.96 loss:0.08262 fps:1103 +frame:4.53e+06 wall_t:4106 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.345 +2026-01-08 10:52:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1200.60 total_reward_ma:1217.97 loss:0.1019 fps:1104 +frame:4.54e+06 wall_t:4114 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.487 +2026-01-08 10:53:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1199.70 total_reward_ma:1217.73 loss:0.008712 fps:1104 +frame:4.55e+06 wall_t:4123 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.504 +2026-01-08 10:53:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1176.10 total_reward_ma:1217.51 loss:0.03657 fps:1104 +frame:4.56e+06 wall_t:4132 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.458 +2026-01-08 10:53:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1183.70 total_reward_ma:1217.38 loss:0.0477 fps:1104 +frame:4.57e+06 wall_t:4140 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.392 +2026-01-08 10:53:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1183.70 total_reward_ma:1217.33 loss:0.02947 fps:1104 +frame:4.58e+06 wall_t:4148 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.445 +2026-01-08 10:53:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1220.30 total_reward_ma:1217.71 loss:0.08403 fps:1104 +frame:4.59e+06 wall_t:4156 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.363 +2026-01-08 10:53:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1218.50 total_reward_ma:1218.06 loss:0.1 fps:1104 +frame:4.60e+06 wall_t:4166 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.375 +2026-01-08 10:53:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1222.40 total_reward_ma:1218.48 loss:0.1009 fps:1104 +frame:4.61e+06 wall_t:4174 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.309 +2026-01-08 10:54:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1231.90 total_reward_ma:1218.69 loss:0.1013 fps:1105 +frame:4.62e+06 wall_t:4182 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.318 +2026-01-08 10:54:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1238.00 total_reward_ma:1219.03 loss:0.1638 fps:1105 +frame:4.63e+06 wall_t:4191 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.319 +2026-01-08 10:54:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1257.60 total_reward_ma:1219.33 loss:0.1116 fps:1105 +frame:4.64e+06 wall_t:4200 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.341 +2026-01-08 10:54:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1260.90 total_reward_ma:1219.61 loss:0.1176 fps:1105 +frame:4.65e+06 wall_t:4209 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.531 +2026-01-08 10:54:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1264.20 total_reward_ma:1219.80 loss:0.118 fps:1105 +frame:4.66e+06 wall_t:4218 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.42 +2026-01-08 10:54:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1261.70 total_reward_ma:1220.28 loss:0.158 fps:1105 +frame:4.67e+06 wall_t:4228 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.474 +2026-01-08 10:54:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1268.80 total_reward_ma:1221.06 loss:0.09436 fps:1105 +frame:4.68e+06 wall_t:4236 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.48 +2026-01-08 10:55:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1256.20 total_reward_ma:1221.67 loss:0.1123 fps:1105 +frame:4.69e+06 wall_t:4244 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.39 +2026-01-08 10:55:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1271.60 total_reward_ma:1222.83 loss:0.07029 fps:1105 +frame:4.70e+06 wall_t:4253 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.444 +2026-01-08 10:55:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1281.50 total_reward_ma:1224.01 loss:0.07466 fps:1105 +frame:4.71e+06 wall_t:4262 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.453 +2026-01-08 10:55:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1262.30 total_reward_ma:1225.18 loss:0.04835 fps:1105 +frame:4.72e+06 wall_t:4271 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.277 +2026-01-08 10:55:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1249.50 total_reward_ma:1226.05 loss:0.02946 fps:1105 +frame:4.73e+06 wall_t:4281 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.676 +2026-01-08 10:55:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1258.30 total_reward_ma:1226.98 loss:0.0845 fps:1105 +frame:4.74e+06 wall_t:4289 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.46 +2026-01-08 10:55:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1274.30 total_reward_ma:1228.04 loss:0.02912 fps:1105 +frame:4.75e+06 wall_t:4297 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.309 +2026-01-08 10:56:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1253.50 total_reward_ma:1228.61 loss:0.1263 fps:1105 +frame:4.76e+06 wall_t:4306 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.323 +2026-01-08 10:56:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1248.90 total_reward_ma:1229.03 loss:0.02009 fps:1105 +frame:4.77e+06 wall_t:4315 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.271 +2026-01-08 10:56:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1259.60 total_reward_ma:1229.22 loss:0.1836 fps:1106 +frame:4.78e+06 wall_t:4322 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.463 +2026-01-08 10:56:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1267.30 total_reward_ma:1229.57 loss:0.1164 fps:1106 +frame:4.79e+06 wall_t:4331 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.476 +2026-01-08 10:56:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1259.80 total_reward_ma:1229.84 loss:0.09352 fps:1106 +frame:4.80e+06 wall_t:4341 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.341 +2026-01-08 10:56:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1239.30 total_reward_ma:1229.93 loss:0.09599 fps:1106 +frame:4.81e+06 wall_t:4350 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.403 +2026-01-08 10:56:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1233.90 total_reward_ma:1229.98 loss:0.01687 fps:1106 +frame:4.82e+06 wall_t:4359 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.294 +2026-01-08 10:57:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1234.50 total_reward_ma:1230.00 loss:0.08057 fps:1106 +frame:4.83e+06 wall_t:4368 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.387 +2026-01-08 10:57:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1230.70 total_reward_ma:1229.81 loss:0.1209 fps:1106 +frame:4.84e+06 wall_t:4377 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.266 +2026-01-08 10:57:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1250.10 total_reward_ma:1229.94 loss:0.05824 fps:1106 +frame:4.85e+06 wall_t:4386 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.471 +2026-01-08 10:57:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1258.80 total_reward_ma:1230.28 loss:0.1481 fps:1106 +frame:4.86e+06 wall_t:4396 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.487 +2026-01-08 10:57:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1264.70 total_reward_ma:1230.89 loss:0.0704 fps:1106 +frame:4.87e+06 wall_t:4404 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.537 +2026-01-08 10:57:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1286.50 total_reward_ma:1231.66 loss:0.0489 fps:1106 +frame:4.88e+06 wall_t:4413 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.318 +2026-01-08 10:58:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1305.00 total_reward_ma:1232.82 loss:0.1142 fps:1106 +frame:4.89e+06 wall_t:4422 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.433 +2026-01-08 10:58:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1305.50 total_reward_ma:1234.49 loss:0.08406 fps:1106 +frame:4.90e+06 wall_t:4431 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.245 +2026-01-08 10:58:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1292.20 total_reward_ma:1235.93 loss:0.03064 fps:1106 +frame:4.91e+06 wall_t:4439 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.368 +2026-01-08 10:58:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1270.50 total_reward_ma:1237.03 loss:0.07026 fps:1106 +frame:4.92e+06 wall_t:4448 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.279 +2026-01-08 10:58:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1279.60 total_reward_ma:1237.94 loss:0.04112 fps:1106 +frame:4.93e+06 wall_t:4457 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.444 +2026-01-08 10:58:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1279.60 total_reward_ma:1238.95 loss:0.09423 fps:1106 +frame:4.94e+06 wall_t:4466 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.298 +2026-01-08 10:58:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1292.70 total_reward_ma:1240.14 loss:0.1365 fps:1106 +frame:4.95e+06 wall_t:4475 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.216 +2026-01-08 10:59:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1298.30 total_reward_ma:1241.06 loss:0.01847 fps:1106 +frame:4.96e+06 wall_t:4484 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.51 +2026-01-08 10:59:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1289.90 total_reward_ma:1241.98 loss:0.05109 fps:1106 +frame:4.97e+06 wall_t:4492 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.259 +2026-01-08 10:59:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1303.30 total_reward_ma:1243.10 loss:0.08991 fps:1106 +frame:4.98e+06 wall_t:4501 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.361 +2026-01-08 10:59:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1304.60 total_reward_ma:1244.35 loss:0.04066 fps:1106 +frame:4.99e+06 wall_t:4510 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.255 +2026-01-08 10:59:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1289.80 total_reward_ma:1245.39 loss:0.06951 fps:1106 +frame:5.00e+06 wall_t:4519 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.288 +2026-01-08 10:59:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1295.00 total_reward_ma:1246.27 loss:0.1279 fps:1107 +frame:5.01e+06 wall_t:4527 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.311 +2026-01-08 10:59:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1296.30 total_reward_ma:1246.95 loss:0.04474 fps:1107 +frame:5.02e+06 wall_t:4536 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.37 +2026-01-08 11:00:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1316.30 total_reward_ma:1247.86 loss:0.08373 fps:1107 +frame:5.03e+06 wall_t:4545 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.268 +2026-01-08 11:00:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1312.70 total_reward_ma:1248.80 loss:0.07082 fps:1107 +frame:5.04e+06 wall_t:4553 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.295 +2026-01-08 11:00:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1312.90 total_reward_ma:1249.78 loss:0.1031 fps:1107 +frame:5.05e+06 wall_t:4563 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.239 +2026-01-08 11:00:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1310.30 total_reward_ma:1250.53 loss:0.1471 fps:1107 +frame:5.06e+06 wall_t:4572 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.365 +2026-01-08 11:00:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1279.80 total_reward_ma:1250.92 loss:0.1647 fps:1107 +frame:5.07e+06 wall_t:4580 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.31 +2026-01-08 11:00:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1278.30 total_reward_ma:1251.47 loss:0.1711 fps:1107 +frame:5.08e+06 wall_t:4589 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.434 +2026-01-08 11:00:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1263.90 total_reward_ma:1251.84 loss:0.07386 fps:1107 +frame:5.09e+06 wall_t:4598 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.311 +2026-01-08 11:01:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1223.90 total_reward_ma:1251.61 loss:0.08478 fps:1107 +frame:5.10e+06 wall_t:4607 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.256 +2026-01-08 11:01:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1227.90 total_reward_ma:1251.39 loss:0.1619 fps:1107 +frame:5.11e+06 wall_t:4616 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.387 +2026-01-08 11:01:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1193.90 total_reward_ma:1250.70 loss:0.07584 fps:1107 +frame:5.12e+06 wall_t:4624 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.448 +2026-01-08 11:01:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1224.90 total_reward_ma:1250.20 loss:0.05927 fps:1107 +frame:5.13e+06 wall_t:4633 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.391 +2026-01-08 11:01:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1227.20 total_reward_ma:1249.78 loss:0.04901 fps:1108 +frame:5.14e+06 wall_t:4641 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.315 +2026-01-08 11:01:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1200.90 total_reward_ma:1249.07 loss:0.08627 fps:1108 +frame:5.15e+06 wall_t:4650 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.18 +2026-01-08 11:02:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1189.30 total_reward_ma:1248.04 loss:0.09046 fps:1107 +frame:5.16e+06 wall_t:4660 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.322 +2026-01-08 11:02:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1187.80 total_reward_ma:1247.06 loss:0.06131 fps:1107 +frame:5.17e+06 wall_t:4669 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.242 +2026-01-08 11:02:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1200.90 total_reward_ma:1246.02 loss:0.1229 fps:1107 +frame:5.18e+06 wall_t:4678 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.305 +2026-01-08 11:02:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1220.40 total_reward_ma:1245.28 loss:0.09258 fps:1107 +frame:5.19e+06 wall_t:4687 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.417 +2026-01-08 11:02:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1201.70 total_reward_ma:1244.42 loss:0.07267 fps:1108 +frame:5.20e+06 wall_t:4695 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.391 +2026-01-08 11:02:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1223.70 total_reward_ma:1244.06 loss:0.1847 fps:1108 +frame:5.21e+06 wall_t:4703 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.385 +2026-01-08 11:02:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1198.70 total_reward_ma:1243.47 loss:0.06503 fps:1108 +frame:5.22e+06 wall_t:4712 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.218 +2026-01-08 11:03:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1214.20 total_reward_ma:1243.10 loss:0.08527 fps:1108 +frame:5.23e+06 wall_t:4721 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.358 +2026-01-08 11:03:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1202.70 total_reward_ma:1242.92 loss:0.04532 fps:1108 +frame:5.24e+06 wall_t:4729 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.448 +2026-01-08 11:03:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1193.80 total_reward_ma:1242.93 loss:0.0792 fps:1108 +frame:5.25e+06 wall_t:4738 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.452 +2026-01-08 11:03:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1217.70 total_reward_ma:1243.50 loss:0.03061 fps:1108 +frame:5.26e+06 wall_t:4747 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.3 +2026-01-08 11:03:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1201.20 total_reward_ma:1243.75 loss:0.05739 fps:1108 +frame:5.27e+06 wall_t:4756 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.398 +2026-01-08 11:03:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1211.80 total_reward_ma:1244.22 loss:0.05526 fps:1108 +frame:5.28e+06 wall_t:4765 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.338 +2026-01-08 11:03:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1214.80 total_reward_ma:1244.72 loss:0.05517 fps:1108 +frame:5.29e+06 wall_t:4774 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.329 +2026-01-08 11:04:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1216.20 total_reward_ma:1244.99 loss:0.1229 fps:1109 +frame:5.30e+06 wall_t:4781 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.414 +2026-01-08 11:04:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1220.50 total_reward_ma:1245.14 loss:0.02566 fps:1109 +frame:5.31e+06 wall_t:4790 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.512 +2026-01-08 11:04:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1240.80 total_reward_ma:1245.18 loss:0.07563 fps:1108 +frame:5.32e+06 wall_t:4800 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.281 +2026-01-08 11:04:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1222.40 total_reward_ma:1244.95 loss:0.0524 fps:1108 +frame:5.33e+06 wall_t:4810 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.262 +2026-01-08 11:04:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1200.90 total_reward_ma:1244.45 loss:0.06082 fps:1108 +frame:5.34e+06 wall_t:4819 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.199 +2026-01-08 11:04:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1180.00 total_reward_ma:1243.44 loss:0.1037 fps:1108 +frame:5.35e+06 wall_t:4827 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.321 +2026-01-08 11:04:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1185.10 total_reward_ma:1242.39 loss:0.1026 fps:1109 +frame:5.36e+06 wall_t:4835 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.282 +2026-01-08 11:05:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1167.30 total_reward_ma:1241.42 loss:0.1183 fps:1109 +frame:5.37e+06 wall_t:4844 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.411 +2026-01-08 11:05:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1171.10 total_reward_ma:1240.51 loss:0.0384 fps:1109 +frame:5.38e+06 wall_t:4852 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.292 +2026-01-08 11:05:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1148.70 total_reward_ma:1239.43 loss:0.09284 fps:1109 +frame:5.39e+06 wall_t:4861 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.348 +2026-01-08 11:05:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1145.10 total_reward_ma:1238.51 loss:0.1178 fps:1109 +frame:5.40e+06 wall_t:4869 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.378 +2026-01-08 11:05:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1145.30 total_reward_ma:1237.80 loss:0.07341 fps:1109 +frame:5.41e+06 wall_t:4878 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.351 +2026-01-08 11:05:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1155.90 total_reward_ma:1237.40 loss:0.04888 fps:1109 +frame:5.42e+06 wall_t:4886 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.361 +2026-01-08 11:05:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1163.70 total_reward_ma:1237.13 loss:0.09163 fps:1109 +frame:5.43e+06 wall_t:4895 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.229 +2026-01-08 11:06:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1144.50 total_reward_ma:1236.64 loss:0.08398 fps:1109 +frame:5.44e+06 wall_t:4904 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.309 +2026-01-08 11:06:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1161.90 total_reward_ma:1236.26 loss:0.08473 fps:1109 +frame:5.45e+06 wall_t:4913 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.271 +2026-01-08 11:06:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1130.60 total_reward_ma:1235.46 loss:0.07344 fps:1109 +frame:5.46e+06 wall_t:4922 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.378 +2026-01-08 11:06:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1131.40 total_reward_ma:1234.55 loss:0.1117 fps:1109 +frame:5.47e+06 wall_t:4931 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.149 +2026-01-08 11:06:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1137.10 total_reward_ma:1233.54 loss:0.1465 fps:1109 +frame:5.48e+06 wall_t:4940 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.291 +2026-01-08 11:06:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1104.80 total_reward_ma:1232.11 loss:0.1352 fps:1109 +frame:5.49e+06 wall_t:4949 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.283 +2026-01-08 11:06:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1104.70 total_reward_ma:1230.53 loss:0.08627 fps:1109 +frame:5.50e+06 wall_t:4959 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.24 +2026-01-08 11:07:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1081.10 total_reward_ma:1228.86 loss:0.0913 fps:1109 +frame:5.51e+06 wall_t:4968 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.277 +2026-01-08 11:07:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1077.50 total_reward_ma:1227.27 loss:0.2023 fps:1109 +frame:5.52e+06 wall_t:4976 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.173 +2026-01-08 11:07:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1068.30 total_reward_ma:1225.88 loss:0.09018 fps:1109 +frame:5.53e+06 wall_t:4986 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.217 +2026-01-08 11:07:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1062.50 total_reward_ma:1224.50 loss:0.1394 fps:1109 +frame:5.54e+06 wall_t:4996 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.241 +2026-01-08 11:07:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1085.40 total_reward_ma:1223.36 loss:0.1509 fps:1109 +frame:5.55e+06 wall_t:5004 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.283 +2026-01-08 11:07:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1081.20 total_reward_ma:1222.41 loss:0.05629 fps:1109 +frame:5.56e+06 wall_t:5013 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.29 +2026-01-08 11:08:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1073.50 total_reward_ma:1221.31 loss:0.09564 fps:1109 +frame:5.57e+06 wall_t:5022 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.236 +2026-01-08 11:08:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1113.20 total_reward_ma:1220.60 loss:0.08798 fps:1109 +frame:5.58e+06 wall_t:5032 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.155 +2026-01-08 11:08:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1114.40 total_reward_ma:1219.54 loss:0.1444 fps:1109 +frame:5.59e+06 wall_t:5042 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.074 +2026-01-08 11:08:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1113.30 total_reward_ma:1218.49 loss:0.08518 fps:1109 +frame:5.60e+06 wall_t:5050 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.279 +2026-01-08 11:08:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1126.70 total_reward_ma:1217.53 loss:0.06862 fps:1109 +frame:5.61e+06 wall_t:5060 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.273 +2026-01-08 11:08:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1112.80 total_reward_ma:1216.34 loss:0.1184 fps:1109 +frame:5.62e+06 wall_t:5069 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.351 +2026-01-08 11:08:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1127.30 total_reward_ma:1215.24 loss:0.05134 fps:1109 +frame:5.63e+06 wall_t:5078 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.281 +2026-01-08 11:09:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1103.30 total_reward_ma:1213.69 loss:0.1267 fps:1109 +frame:5.64e+06 wall_t:5087 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.185 +2026-01-08 11:09:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1097.70 total_reward_ma:1212.06 loss:0.09033 fps:1109 +frame:5.65e+06 wall_t:5096 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.271 +2026-01-08 11:09:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1096.60 total_reward_ma:1210.39 loss:0.09541 fps:1109 +frame:5.66e+06 wall_t:5105 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.229 +2026-01-08 11:09:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1098.00 total_reward_ma:1208.75 loss:0.06376 fps:1109 +frame:5.67e+06 wall_t:5114 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.294 +2026-01-08 11:09:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1107.90 total_reward_ma:1207.14 loss:0.06593 fps:1109 +frame:5.68e+06 wall_t:5122 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.116 +2026-01-08 11:09:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1109.70 total_reward_ma:1205.67 loss:0.1241 fps:1109 +frame:5.69e+06 wall_t:5130 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.485 +2026-01-08 11:10:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1116.00 total_reward_ma:1204.12 loss:0.005693 fps:1109 +frame:5.70e+06 wall_t:5140 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.209 +2026-01-08 11:10:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1111.10 total_reward_ma:1202.41 loss:0.1559 fps:1109 +frame:5.71e+06 wall_t:5149 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.159 +2026-01-08 11:10:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1093.40 total_reward_ma:1200.72 loss:0.07618 fps:1109 +frame:5.72e+06 wall_t:5157 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.22 +2026-01-08 11:10:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1066.30 total_reward_ma:1198.89 loss:0.07227 fps:1109 +frame:5.73e+06 wall_t:5165 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.209 +2026-01-08 11:10:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1045.70 total_reward_ma:1196.77 loss:0.08054 fps:1109 +frame:5.74e+06 wall_t:5174 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.145 +2026-01-08 11:10:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1046.40 total_reward_ma:1194.49 loss:0.09113 fps:1109 +frame:5.75e+06 wall_t:5183 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.276 +2026-01-08 11:10:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1028.60 total_reward_ma:1192.24 loss:0.1263 fps:1109 +frame:5.76e+06 wall_t:5192 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.258 +2026-01-08 11:11:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.80 total_reward_ma:1190.05 loss:0.1702 fps:1110 +frame:5.77e+06 wall_t:5200 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.267 +2026-01-08 11:11:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1050.00 total_reward_ma:1187.95 loss:0.1304 fps:1110 +frame:5.78e+06 wall_t:5209 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.308 +2026-01-08 11:11:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1045.60 total_reward_ma:1185.73 loss:0.1445 fps:1110 +frame:5.79e+06 wall_t:5218 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.151 +2026-01-08 11:11:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1043.30 total_reward_ma:1183.57 loss:0.113 fps:1109 +frame:5.80e+06 wall_t:5228 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.382 +2026-01-08 11:11:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.80 total_reward_ma:1181.47 loss:0.04294 fps:1109 +frame:5.81e+06 wall_t:5237 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.277 +2026-01-08 11:11:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1032.90 total_reward_ma:1179.46 loss:0.14 fps:1110 +frame:5.82e+06 wall_t:5245 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.268 +2026-01-08 11:11:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1040.70 total_reward_ma:1177.53 loss:0.1224 fps:1110 +frame:5.83e+06 wall_t:5253 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.213 +2026-01-08 11:12:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.30 total_reward_ma:1175.49 loss:0.08308 fps:1110 +frame:5.84e+06 wall_t:5262 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.191 +2026-01-08 11:12:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1039.30 total_reward_ma:1173.38 loss:0.02333 fps:1110 +frame:5.85e+06 wall_t:5270 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.259 +2026-01-08 11:12:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1077.20 total_reward_ma:1171.57 loss:0.06601 fps:1110 +frame:5.86e+06 wall_t:5279 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.199 +2026-01-08 11:12:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1103.90 total_reward_ma:1169.96 loss:0.1347 fps:1110 +frame:5.87e+06 wall_t:5287 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.325 +2026-01-08 11:12:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1083.20 total_reward_ma:1167.93 loss:0.09059 fps:1110 +frame:5.88e+06 wall_t:5296 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.14 +2026-01-08 11:12:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1077.20 total_reward_ma:1165.65 loss:0.04683 fps:1110 +frame:5.89e+06 wall_t:5304 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.168 +2026-01-08 11:12:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1089.70 total_reward_ma:1163.49 loss:0.09052 fps:1110 +frame:5.90e+06 wall_t:5313 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.252 +2026-01-08 11:13:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1110.80 total_reward_ma:1161.68 loss:0.0236 fps:1110 +frame:5.91e+06 wall_t:5322 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.148 +2026-01-08 11:13:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1078.40 total_reward_ma:1159.76 loss:0.0688 fps:1110 +frame:5.92e+06 wall_t:5332 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.233 +2026-01-08 11:13:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1089.90 total_reward_ma:1157.86 loss:0.04511 fps:1110 +frame:5.93e+06 wall_t:5341 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.264 +2026-01-08 11:13:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1083.40 total_reward_ma:1155.90 loss:0.06983 fps:1110 +frame:5.94e+06 wall_t:5349 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.235 +2026-01-08 11:13:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1103.20 total_reward_ma:1154.00 loss:0.04228 fps:1110 +frame:5.95e+06 wall_t:5358 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.21 +2026-01-08 11:13:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1094.50 total_reward_ma:1151.96 loss:0.09639 fps:1110 +frame:5.96e+06 wall_t:5368 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.35 +2026-01-08 11:13:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1073.60 total_reward_ma:1149.80 loss:0.03795 fps:1110 +frame:5.97e+06 wall_t:5376 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.421 +2026-01-08 11:14:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1054.10 total_reward_ma:1147.31 loss:0.0275 fps:1110 +frame:5.98e+06 wall_t:5385 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.186 +2026-01-08 11:14:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1037.20 total_reward_ma:1144.64 loss:0.0724 fps:1111 +frame:5.99e+06 wall_t:5393 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.156 +2026-01-08 11:14:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1056.90 total_reward_ma:1142.31 loss:0.1281 fps:1110 +frame:6.00e+06 wall_t:5403 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.346 +2026-01-08 11:14:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.40 total_reward_ma:1139.66 loss:0.09138 fps:1110 +frame:6.01e+06 wall_t:5412 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 11:14:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:982.90 total_reward_ma:1136.53 loss:0.09778 fps:1110 +frame:6.02e+06 wall_t:5421 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.315 +2026-01-08 11:14:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:987.20 total_reward_ma:1133.24 loss:0.08687 fps:1111 +frame:6.03e+06 wall_t:5429 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 11:14:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:985.60 total_reward_ma:1129.96 loss:0.1334 fps:1111 +frame:6.04e+06 wall_t:5438 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 11:15:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.50 total_reward_ma:1126.67 loss:0.1714 fps:1111 +frame:6.05e+06 wall_t:5447 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 11:15:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:982.20 total_reward_ma:1123.39 loss:0.1063 fps:1111 +frame:6.06e+06 wall_t:5456 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.287 +2026-01-08 11:15:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:974.20 total_reward_ma:1120.33 loss:0.1462 fps:1111 +frame:6.07e+06 wall_t:5464 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.385 +2026-01-08 11:15:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1001.10 total_reward_ma:1117.56 loss:0.06069 fps:1111 +frame:6.08e+06 wall_t:5474 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 11:15:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1024.40 total_reward_ma:1115.17 loss:0.1374 fps:1111 +frame:6.09e+06 wall_t:5483 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 11:15:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1044.00 total_reward_ma:1113.37 loss:0.1275 fps:1111 +frame:6.10e+06 wall_t:5492 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 11:16:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.90 total_reward_ma:1111.51 loss:0.1016 fps:1111 +frame:6.11e+06 wall_t:5500 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.399 +2026-01-08 11:16:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1036.50 total_reward_ma:1109.93 loss:0.1136 fps:1111 +frame:6.12e+06 wall_t:5510 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.319 +2026-01-08 11:16:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.70 total_reward_ma:1107.86 loss:0.1118 fps:1111 +frame:6.13e+06 wall_t:5519 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 11:16:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.20 total_reward_ma:1105.79 loss:0.1163 fps:1111 +frame:6.14e+06 wall_t:5528 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 11:16:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1003.60 total_reward_ma:1103.82 loss:0.1067 fps:1111 +frame:6.15e+06 wall_t:5537 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.328 +2026-01-08 11:16:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1102.10 loss:0.1084 fps:1111 +frame:6.16e+06 wall_t:5546 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 11:16:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:989.90 total_reward_ma:1100.12 loss:0.1357 fps:1111 +frame:6.17e+06 wall_t:5554 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.236 +2026-01-08 11:17:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:966.60 total_reward_ma:1097.78 loss:0.1233 fps:1111 +frame:6.18e+06 wall_t:5563 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:17:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:978.70 total_reward_ma:1095.36 loss:0.1398 fps:1111 +frame:6.19e+06 wall_t:5571 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.281 +2026-01-08 11:17:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1006.00 total_reward_ma:1093.40 loss:0.1038 fps:1111 +frame:6.20e+06 wall_t:5580 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 11:17:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1009.80 total_reward_ma:1091.26 loss:0.1394 fps:1111 +frame:6.21e+06 wall_t:5589 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 11:17:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1021.30 total_reward_ma:1089.49 loss:0.1269 fps:1111 +frame:6.22e+06 wall_t:5597 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.303 +2026-01-08 11:17:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1009.10 total_reward_ma:1087.44 loss:0.03691 fps:1111 +frame:6.23e+06 wall_t:5606 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 11:17:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.80 total_reward_ma:1085.71 loss:0.05011 fps:1112 +frame:6.24e+06 wall_t:5614 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 11:18:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1057.30 total_reward_ma:1084.34 loss:0.1136 fps:1112 +frame:6.25e+06 wall_t:5622 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.296 +2026-01-08 11:18:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1056.60 total_reward_ma:1082.73 loss:0.1616 fps:1112 +frame:6.26e+06 wall_t:5630 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.367 +2026-01-08 11:18:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1068.60 total_reward_ma:1081.41 loss:0.1578 fps:1112 +frame:6.27e+06 wall_t:5638 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.383 +2026-01-08 11:18:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1051.10 total_reward_ma:1079.80 loss:0.115 fps:1112 +frame:6.28e+06 wall_t:5647 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 11:18:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.10 total_reward_ma:1077.85 loss:0.1357 fps:1112 +frame:6.29e+06 wall_t:5656 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.309 +2026-01-08 11:18:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1024.80 total_reward_ma:1075.94 loss:0.08183 fps:1112 +frame:6.30e+06 wall_t:5665 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 11:18:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1011.80 total_reward_ma:1073.85 loss:0.08178 fps:1112 +frame:6.31e+06 wall_t:5673 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 11:19:02 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:979.50 total_reward_ma:1071.24 loss:0.1485 fps:1112 +frame:6.32e+06 wall_t:5682 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 11:19:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:974.80 total_reward_ma:1068.76 loss:0.07523 fps:1112 +frame:6.33e+06 wall_t:5691 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 11:19:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1002.70 total_reward_ma:1066.78 loss:0.1037 fps:1112 +frame:6.34e+06 wall_t:5700 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 11:19:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.60 total_reward_ma:1065.16 loss:0.1615 fps:1112 +frame:6.35e+06 wall_t:5709 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 11:19:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1012.70 total_reward_ma:1063.43 loss:0.08182 fps:1112 +frame:6.36e+06 wall_t:5720 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.395 +2026-01-08 11:19:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1039.30 total_reward_ma:1062.15 loss:0.06971 fps:1112 +frame:6.37e+06 wall_t:5729 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 11:19:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1069.20 total_reward_ma:1061.14 loss:0.1287 fps:1112 +frame:6.38e+06 wall_t:5738 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 11:20:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1068.70 total_reward_ma:1060.33 loss:0.04782 fps:1112 +frame:6.39e+06 wall_t:5747 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 11:20:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1047.90 total_reward_ma:1059.36 loss:0.01062 fps:1112 +frame:6.40e+06 wall_t:5755 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 11:20:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1033.90 total_reward_ma:1058.25 loss:0.1054 fps:1112 +frame:6.41e+06 wall_t:5764 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.281 +2026-01-08 11:20:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1028.70 total_reward_ma:1056.98 loss:0.1193 fps:1112 +frame:6.42e+06 wall_t:5772 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.318 +2026-01-08 11:20:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.30 total_reward_ma:1055.75 loss:0.122 fps:1112 +frame:6.43e+06 wall_t:5781 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.329 +2026-01-08 11:20:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:984.60 total_reward_ma:1054.15 loss:0.09251 fps:1112 +frame:6.44e+06 wall_t:5789 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 11:21:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1002.00 total_reward_ma:1052.56 loss:0.1423 fps:1112 +frame:6.45e+06 wall_t:5800 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.268 +2026-01-08 11:21:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1024.60 total_reward_ma:1051.49 loss:0.07591 fps:1112 +frame:6.46e+06 wall_t:5810 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 11:21:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1021.60 total_reward_ma:1050.40 loss:0.1178 fps:1112 +frame:6.47e+06 wall_t:5820 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.239 +2026-01-08 11:21:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.90 total_reward_ma:1049.33 loss:0.07764 fps:1112 +frame:6.48e+06 wall_t:5829 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 11:21:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1049.30 total_reward_ma:1048.78 loss:0.1023 fps:1112 +frame:6.49e+06 wall_t:5838 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.221 +2026-01-08 11:21:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1046.00 total_reward_ma:1048.19 loss:0.1374 fps:1112 +frame:6.50e+06 wall_t:5846 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 11:21:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1035.70 total_reward_ma:1047.74 loss:0.1492 fps:1112 +frame:6.51e+06 wall_t:5856 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 11:22:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.40 total_reward_ma:1047.17 loss:0.03038 fps:1111 +frame:6.52e+06 wall_t:5866 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 11:22:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.50 total_reward_ma:1046.69 loss:0.05835 fps:1112 +frame:6.53e+06 wall_t:5874 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.309 +2026-01-08 11:22:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.00 total_reward_ma:1046.35 loss:0.107 fps:1112 +frame:6.54e+06 wall_t:5883 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.37 +2026-01-08 11:22:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1023.90 total_reward_ma:1045.74 loss:0.09481 fps:1112 +frame:6.55e+06 wall_t:5891 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 11:22:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1009.70 total_reward_ma:1045.03 loss:0.1111 fps:1112 +frame:6.56e+06 wall_t:5900 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 11:22:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1006.70 total_reward_ma:1044.36 loss:0.05347 fps:1112 +frame:6.57e+06 wall_t:5909 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 11:22:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.00 total_reward_ma:1043.37 loss:0.08475 fps:1112 +frame:6.58e+06 wall_t:5917 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 11:23:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.50 total_reward_ma:1042.36 loss:0.1177 fps:1112 +frame:6.59e+06 wall_t:5926 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 11:23:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1001.50 total_reward_ma:1041.24 loss:0.1298 fps:1112 +frame:6.60e+06 wall_t:5935 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 11:23:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:993.90 total_reward_ma:1039.91 loss:0.059 fps:1112 +frame:6.61e+06 wall_t:5943 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 11:23:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1003.30 total_reward_ma:1038.81 loss:0.07459 fps:1112 +frame:6.62e+06 wall_t:5953 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:23:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1003.10 total_reward_ma:1037.57 loss:0.1296 fps:1112 +frame:6.63e+06 wall_t:5962 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 11:23:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:992.00 total_reward_ma:1036.46 loss:0.1211 fps:1112 +frame:6.64e+06 wall_t:5971 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 11:24:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1025.20 total_reward_ma:1035.73 loss:0.1459 fps:1112 +frame:6.65e+06 wall_t:5981 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 11:24:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1039.90 total_reward_ma:1035.17 loss:0.185 fps:1112 +frame:6.66e+06 wall_t:5991 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:24:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.70 total_reward_ma:1034.50 loss:0.1595 fps:1112 +frame:6.67e+06 wall_t:5999 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.338 +2026-01-08 11:24:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1068.30 total_reward_ma:1034.10 loss:0.06737 fps:1112 +frame:6.68e+06 wall_t:6008 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 11:24:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1066.80 total_reward_ma:1033.67 loss:0.07831 fps:1112 +frame:6.69e+06 wall_t:6017 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:24:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1077.10 total_reward_ma:1033.28 loss:0.1185 fps:1112 +frame:6.70e+06 wall_t:6026 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 11:24:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1069.10 total_reward_ma:1032.86 loss:0.09114 fps:1112 +frame:6.71e+06 wall_t:6034 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 11:25:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1072.00 total_reward_ma:1032.65 loss:0.09784 fps:1112 +frame:6.72e+06 wall_t:6044 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.268 +2026-01-08 11:25:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1058.60 total_reward_ma:1032.57 loss:0.06885 fps:1112 +frame:6.73e+06 wall_t:6054 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 11:25:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1070.60 total_reward_ma:1032.82 loss:0.1353 fps:1112 +frame:6.74e+06 wall_t:6063 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 11:25:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1037.60 total_reward_ma:1032.73 loss:0.1035 fps:1111 +frame:6.75e+06 wall_t:6073 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 11:25:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1046.20 total_reward_ma:1032.91 loss:0.09237 fps:1111 +frame:6.76e+06 wall_t:6083 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.009 +2026-01-08 11:25:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1053.90 total_reward_ma:1033.15 loss:0.1446 fps:1111 +frame:6.77e+06 wall_t:6091 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 11:25:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1036.30 total_reward_ma:1033.01 loss:0.1559 fps:1111 +frame:6.78e+06 wall_t:6100 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 11:26:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1031.80 total_reward_ma:1032.87 loss:0.1821 fps:1112 +frame:6.79e+06 wall_t:6108 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 11:26:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1039.50 total_reward_ma:1032.83 loss:0.1565 fps:1112 +frame:6.80e+06 wall_t:6117 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 11:26:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1043.60 total_reward_ma:1032.97 loss:0.05272 fps:1112 +frame:6.81e+06 wall_t:6126 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 11:26:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.60 total_reward_ma:1032.94 loss:0.1174 fps:1112 +frame:6.82e+06 wall_t:6135 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 11:26:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1035.20 total_reward_ma:1032.89 loss:0.1478 fps:1112 +frame:6.83e+06 wall_t:6143 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:26:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1042.60 total_reward_ma:1033.04 loss:0.06913 fps:1112 +frame:6.84e+06 wall_t:6152 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 11:27:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1023.90 total_reward_ma:1032.88 loss:0.1014 fps:1112 +frame:6.85e+06 wall_t:6161 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 11:27:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1043.10 total_reward_ma:1032.54 loss:0.1266 fps:1112 +frame:6.86e+06 wall_t:6170 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 11:27:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1044.40 total_reward_ma:1031.95 loss:0.1293 fps:1112 +frame:6.87e+06 wall_t:6179 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 11:27:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1036.10 total_reward_ma:1031.48 loss:0.1571 fps:1112 +frame:6.88e+06 wall_t:6188 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.305 +2026-01-08 11:27:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.00 total_reward_ma:1031.00 loss:0.1306 fps:1112 +frame:6.89e+06 wall_t:6198 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.32 +2026-01-08 11:27:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1039.30 total_reward_ma:1030.50 loss:0.1549 fps:1112 +frame:6.90e+06 wall_t:6207 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 11:27:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1042.10 total_reward_ma:1029.81 loss:0.1615 fps:1112 +frame:6.91e+06 wall_t:6216 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.297 +2026-01-08 11:28:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.00 total_reward_ma:1029.44 loss:0.09184 fps:1112 +frame:6.92e+06 wall_t:6225 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 11:28:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1042.20 total_reward_ma:1028.96 loss:0.1119 fps:1112 +frame:6.93e+06 wall_t:6234 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.353 +2026-01-08 11:28:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1047.80 total_reward_ma:1028.61 loss:0.02713 fps:1112 +frame:6.94e+06 wall_t:6242 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 11:28:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1040.10 total_reward_ma:1027.98 loss:0.1093 fps:1112 +frame:6.95e+06 wall_t:6251 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.333 +2026-01-08 11:28:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.90 total_reward_ma:1027.24 loss:0.1113 fps:1112 +frame:6.96e+06 wall_t:6259 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 11:28:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1026.70 total_reward_ma:1026.77 loss:0.07677 fps:1112 +frame:6.97e+06 wall_t:6269 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 11:28:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.50 total_reward_ma:1026.51 loss:0.1365 fps:1112 +frame:6.98e+06 wall_t:6277 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.391 +2026-01-08 11:29:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1021.90 total_reward_ma:1026.35 loss:0.05508 fps:1112 +frame:6.99e+06 wall_t:6285 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 11:29:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1006.00 total_reward_ma:1025.84 loss:0.08923 fps:1113 +frame:7.00e+06 wall_t:6291 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 11:29:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.70 total_reward_ma:1025.82 loss:0.06998 fps:1113 +frame:7.01e+06 wall_t:6299 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.366 +2026-01-08 11:29:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1033.30 total_reward_ma:1026.32 loss:0.0489 fps:1113 +frame:7.02e+06 wall_t:6307 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.394 +2026-01-08 11:29:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1016.60 total_reward_ma:1026.61 loss:0.03867 fps:1113 +frame:7.03e+06 wall_t:6314 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 11:29:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:999.80 total_reward_ma:1026.76 loss:0.0838 fps:1113 +frame:7.04e+06 wall_t:6323 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 11:29:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:992.60 total_reward_ma:1026.85 loss:0.087 fps:1114 +frame:7.05e+06 wall_t:6330 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 11:29:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.70 total_reward_ma:1027.23 loss:0.07501 fps:1114 +frame:7.06e+06 wall_t:6338 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.344 +2026-01-08 11:30:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.70 total_reward_ma:1027.79 loss:0.02726 fps:1114 +frame:7.07e+06 wall_t:6345 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 11:30:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.10 total_reward_ma:1028.08 loss:0.09806 fps:1114 +frame:7.08e+06 wall_t:6353 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 11:30:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1051.20 total_reward_ma:1028.35 loss:0.0543 fps:1115 +frame:7.09e+06 wall_t:6360 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 11:30:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1102.50 total_reward_ma:1028.93 loss:0.08777 fps:1115 +frame:7.10e+06 wall_t:6367 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 11:30:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1111.00 total_reward_ma:1029.62 loss:0.07514 fps:1115 +frame:7.11e+06 wall_t:6375 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 11:30:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1095.50 total_reward_ma:1030.21 loss:0.1463 fps:1116 +frame:7.12e+06 wall_t:6382 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 11:30:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1083.10 total_reward_ma:1030.86 loss:0.1214 fps:1116 +frame:7.13e+06 wall_t:6390 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 11:30:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1082.00 total_reward_ma:1031.48 loss:0.1806 fps:1116 +frame:7.14e+06 wall_t:6398 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.311 +2026-01-08 11:31:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1049.40 total_reward_ma:1031.94 loss:0.03958 fps:1116 +frame:7.15e+06 wall_t:6406 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 11:31:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1021.20 total_reward_ma:1031.98 loss:0.09492 fps:1116 +frame:7.16e+06 wall_t:6414 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.283 +2026-01-08 11:31:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:997.40 total_reward_ma:1032.06 loss:0.0566 fps:1117 +frame:7.17e+06 wall_t:6421 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 11:31:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:996.00 total_reward_ma:1032.35 loss:0.07365 fps:1117 +frame:7.18e+06 wall_t:6429 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 11:31:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.90 total_reward_ma:1032.51 loss:0.02237 fps:1117 +frame:7.19e+06 wall_t:6437 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 11:31:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:963.40 total_reward_ma:1032.08 loss:0.1186 fps:1117 +frame:7.20e+06 wall_t:6445 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 11:31:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:969.70 total_reward_ma:1031.68 loss:0.0312 fps:1117 +frame:7.21e+06 wall_t:6452 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.303 +2026-01-08 11:31:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.70 total_reward_ma:1031.42 loss:0.07313 fps:1118 +frame:7.22e+06 wall_t:6459 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 11:32:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:997.10 total_reward_ma:1031.30 loss:0.05026 fps:1118 +frame:7.23e+06 wall_t:6468 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 11:32:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:997.30 total_reward_ma:1030.97 loss:0.08427 fps:1118 +frame:7.24e+06 wall_t:6475 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.405 +2026-01-08 11:32:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1031.00 total_reward_ma:1030.71 loss:0.01444 fps:1118 +frame:7.25e+06 wall_t:6483 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 11:32:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1022.80 total_reward_ma:1030.37 loss:0.1593 fps:1119 +frame:7.26e+06 wall_t:6490 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.389 +2026-01-08 11:32:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1026.50 total_reward_ma:1029.95 loss:0.08008 fps:1119 +frame:7.27e+06 wall_t:6498 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:32:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1008.70 total_reward_ma:1029.53 loss:0.08975 fps:1119 +frame:7.28e+06 wall_t:6506 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.242 +2026-01-08 11:32:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1029.50 loss:0.122 fps:1119 +frame:7.29e+06 wall_t:6513 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 11:33:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1006.10 total_reward_ma:1029.31 loss:0.08033 fps:1119 +frame:7.30e+06 wall_t:6521 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 11:33:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1000.20 total_reward_ma:1029.20 loss:0.1005 fps:1120 +frame:7.31e+06 wall_t:6529 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.373 +2026-01-08 11:33:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:999.50 total_reward_ma:1029.40 loss:0.08794 fps:1120 +frame:7.32e+06 wall_t:6537 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 11:33:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1002.10 total_reward_ma:1029.67 loss:0.1571 fps:1120 +frame:7.33e+06 wall_t:6544 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.363 +2026-01-08 11:33:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.00 total_reward_ma:1029.91 loss:0.1256 fps:1120 +frame:7.34e+06 wall_t:6552 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.395 +2026-01-08 11:33:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1022.30 total_reward_ma:1029.96 loss:0.07506 fps:1120 +frame:7.35e+06 wall_t:6560 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.297 +2026-01-08 11:33:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.80 total_reward_ma:1030.14 loss:0.07628 fps:1121 +frame:7.36e+06 wall_t:6568 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 11:33:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1032.70 total_reward_ma:1030.07 loss:0.0835 fps:1121 +frame:7.37e+06 wall_t:6576 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.396 +2026-01-08 11:34:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1023.70 total_reward_ma:1029.62 loss:0.09972 fps:1121 +frame:7.38e+06 wall_t:6583 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.335 +2026-01-08 11:34:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1006.80 total_reward_ma:1029.00 loss:0.09527 fps:1121 +frame:7.39e+06 wall_t:6591 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 11:34:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:999.70 total_reward_ma:1028.52 loss:0.08121 fps:1122 +frame:7.40e+06 wall_t:6598 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.309 +2026-01-08 11:34:25 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1008.70 total_reward_ma:1028.27 loss:0.0678 fps:1122 +frame:7.41e+06 wall_t:6606 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.36 +2026-01-08 11:34:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.20 total_reward_ma:1028.39 loss:0.04914 fps:1122 +frame:7.42e+06 wall_t:6614 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 11:34:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.80 total_reward_ma:1028.40 loss:0.07059 fps:1122 +frame:7.43e+06 wall_t:6621 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.286 +2026-01-08 11:34:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.30 total_reward_ma:1028.96 loss:0.02366 fps:1123 +frame:7.44e+06 wall_t:6628 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 11:34:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1033.20 total_reward_ma:1029.28 loss:0.08377 fps:1123 +frame:7.45e+06 wall_t:6636 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.263 +2026-01-08 11:35:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1031.80 total_reward_ma:1029.35 loss:0.07443 fps:1123 +frame:7.46e+06 wall_t:6644 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.296 +2026-01-08 11:35:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1033.70 total_reward_ma:1029.47 loss:0.02815 fps:1123 +frame:7.47e+06 wall_t:6651 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 11:35:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1008.00 total_reward_ma:1029.24 loss:0.009052 fps:1123 +frame:7.48e+06 wall_t:6658 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.417 +2026-01-08 11:35:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:986.10 total_reward_ma:1028.61 loss:0.1779 fps:1124 +frame:7.49e+06 wall_t:6666 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 11:35:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:974.60 total_reward_ma:1027.89 loss:0.08004 fps:1124 +frame:7.50e+06 wall_t:6673 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 11:35:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:982.70 total_reward_ma:1027.36 loss:0.08768 fps:1124 +frame:7.51e+06 wall_t:6681 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 11:35:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1007.40 total_reward_ma:1027.23 loss:0.09434 fps:1124 +frame:7.52e+06 wall_t:6689 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.239 +2026-01-08 11:35:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.70 total_reward_ma:1027.18 loss:0.1152 fps:1124 +frame:7.53e+06 wall_t:6697 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.303 +2026-01-08 11:36:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1018.90 total_reward_ma:1027.07 loss:0.1207 fps:1125 +frame:7.54e+06 wall_t:6704 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 11:36:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1012.40 total_reward_ma:1026.96 loss:0.08225 fps:1125 +frame:7.55e+06 wall_t:6712 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.275 +2026-01-08 11:36:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1003.70 total_reward_ma:1026.90 loss:0.1265 fps:1125 +frame:7.56e+06 wall_t:6719 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.253 +2026-01-08 11:36:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.80 total_reward_ma:1027.14 loss:0.09288 fps:1125 +frame:7.57e+06 wall_t:6727 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.268 +2026-01-08 11:36:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1026.90 total_reward_ma:1027.27 loss:0.08514 fps:1126 +frame:7.58e+06 wall_t:6734 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.221 +2026-01-08 11:36:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1009.70 total_reward_ma:1027.23 loss:0.1196 fps:1126 +frame:7.59e+06 wall_t:6742 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.314 +2026-01-08 11:36:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1025.70 total_reward_ma:1027.47 loss:0.09707 fps:1126 +frame:7.60e+06 wall_t:6749 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 11:36:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1042.30 total_reward_ma:1027.96 loss:0.12 fps:1126 +frame:7.61e+06 wall_t:6757 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 11:37:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1042.60 total_reward_ma:1028.35 loss:0.134 fps:1126 +frame:7.62e+06 wall_t:6765 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.327 +2026-01-08 11:37:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1073.00 total_reward_ma:1029.05 loss:0.1031 fps:1127 +frame:7.63e+06 wall_t:6773 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.34 +2026-01-08 11:37:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1057.90 total_reward_ma:1029.71 loss:0.1154 fps:1127 +frame:7.64e+06 wall_t:6782 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 11:37:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1054.20 total_reward_ma:1030.00 loss:0.08827 fps:1127 +frame:7.65e+06 wall_t:6789 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.235 +2026-01-08 11:37:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1059.20 total_reward_ma:1030.19 loss:0.05533 fps:1127 +frame:7.66e+06 wall_t:6798 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.371 +2026-01-08 11:37:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1050.00 total_reward_ma:1030.38 loss:0.06053 fps:1127 +frame:7.67e+06 wall_t:6806 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 11:37:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1060.80 total_reward_ma:1030.31 loss:0.1277 fps:1127 +frame:7.68e+06 wall_t:6813 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.26 +2026-01-08 11:37:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1054.80 total_reward_ma:1030.19 loss:0.06448 fps:1128 +frame:7.69e+06 wall_t:6820 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 11:38:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1034.20 total_reward_ma:1029.76 loss:0.0305 fps:1128 +frame:7.70e+06 wall_t:6827 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 11:38:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.80 total_reward_ma:1029.35 loss:0.09039 fps:1128 +frame:7.71e+06 wall_t:6836 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:38:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1054.80 total_reward_ma:1029.18 loss:0.07552 fps:1128 +frame:7.72e+06 wall_t:6844 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.329 +2026-01-08 11:38:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1065.80 total_reward_ma:1029.25 loss:0.1016 fps:1128 +frame:7.73e+06 wall_t:6851 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.342 +2026-01-08 11:38:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1066.70 total_reward_ma:1029.21 loss:0.1351 fps:1128 +frame:7.74e+06 wall_t:6859 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.352 +2026-01-08 11:38:47 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1043.40 total_reward_ma:1029.27 loss:0.1568 fps:1129 +frame:7.75e+06 wall_t:6867 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.366 +2026-01-08 11:38:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1055.70 total_reward_ma:1029.36 loss:0.1485 fps:1129 +frame:7.76e+06 wall_t:6876 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 11:39:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1059.40 total_reward_ma:1029.42 loss:0.1715 fps:1129 +frame:7.77e+06 wall_t:6883 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.364 +2026-01-08 11:39:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1043.50 total_reward_ma:1029.49 loss:0.06533 fps:1129 +frame:7.78e+06 wall_t:6891 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 11:39:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1029.51 loss:0.07717 fps:1129 +frame:7.79e+06 wall_t:6899 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.335 +2026-01-08 11:39:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1022.70 total_reward_ma:1029.35 loss:0.1182 fps:1129 +frame:7.80e+06 wall_t:6906 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.311 +2026-01-08 11:39:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:991.60 total_reward_ma:1028.83 loss:0.1292 fps:1130 +frame:7.81e+06 wall_t:6914 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.338 +2026-01-08 11:39:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1002.10 total_reward_ma:1028.55 loss:0.1412 fps:1130 +frame:7.82e+06 wall_t:6922 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 11:39:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1007.40 total_reward_ma:1028.27 loss:0.07522 fps:1130 +frame:7.83e+06 wall_t:6929 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:39:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1004.80 total_reward_ma:1027.90 loss:0.1536 fps:1130 +frame:7.84e+06 wall_t:6938 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.289 +2026-01-08 11:40:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1011.00 total_reward_ma:1027.77 loss:0.06916 fps:1130 +frame:7.85e+06 wall_t:6945 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.332 +2026-01-08 11:40:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1015.20 total_reward_ma:1027.49 loss:0.069 fps:1130 +frame:7.86e+06 wall_t:6953 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 11:40:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:998.80 total_reward_ma:1027.03 loss:0.1008 fps:1131 +frame:7.87e+06 wall_t:6961 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 11:40:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:989.70 total_reward_ma:1026.57 loss:0.1716 fps:1131 +frame:7.88e+06 wall_t:6969 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.318 +2026-01-08 11:40:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.70 total_reward_ma:1026.10 loss:0.06636 fps:1131 +frame:7.89e+06 wall_t:6978 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.382 +2026-01-08 11:40:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:974.30 total_reward_ma:1025.45 loss:0.08507 fps:1131 +frame:7.90e+06 wall_t:6986 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 11:40:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:953.30 total_reward_ma:1024.57 loss:0.06153 fps:1131 +frame:7.91e+06 wall_t:6994 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 11:41:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:937.80 total_reward_ma:1023.53 loss:0.1374 fps:1131 +frame:7.92e+06 wall_t:7001 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 11:41:09 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:931.30 total_reward_ma:1022.42 loss:0.1469 fps:1131 +frame:7.93e+06 wall_t:7009 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.364 +2026-01-08 11:41:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:959.70 total_reward_ma:1021.54 loss:0.09632 fps:1132 +frame:7.94e+06 wall_t:7017 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.351 +2026-01-08 11:41:24 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:952.20 total_reward_ma:1020.66 loss:0.0621 fps:1132 +frame:7.95e+06 wall_t:7024 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 11:41:32 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:971.00 total_reward_ma:1020.17 loss:0.142 fps:1132 +frame:7.96e+06 wall_t:7032 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.278 +2026-01-08 11:41:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.70 total_reward_ma:1019.74 loss:0.06873 fps:1132 +frame:7.97e+06 wall_t:7041 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.349 +2026-01-08 11:41:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:975.40 total_reward_ma:1019.22 loss:0.1377 fps:1132 +frame:7.98e+06 wall_t:7049 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 11:41:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:989.80 total_reward_ma:1018.89 loss:0.08495 fps:1132 +frame:7.99e+06 wall_t:7056 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.357 +2026-01-08 11:42:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:991.80 total_reward_ma:1018.75 loss:0.1526 fps:1133 +frame:8.00e+06 wall_t:7064 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 11:42:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:996.20 total_reward_ma:1018.44 loss:0.0731 fps:1132 +frame:8.01e+06 wall_t:7073 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 11:42:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:976.60 total_reward_ma:1017.87 loss:0.05126 fps:1133 +frame:8.02e+06 wall_t:7080 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 11:42:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:966.90 total_reward_ma:1017.37 loss:0.1085 fps:1133 +frame:8.03e+06 wall_t:7087 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 11:42:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:987.00 total_reward_ma:1017.24 loss:0.1336 fps:1133 +frame:8.04e+06 wall_t:7094 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:42:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:987.40 total_reward_ma:1017.19 loss:0.07313 fps:1133 +frame:8.05e+06 wall_t:7102 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 11:42:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:984.10 total_reward_ma:1016.83 loss:0.06508 fps:1134 +frame:8.06e+06 wall_t:7109 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 11:42:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:976.30 total_reward_ma:1016.29 loss:0.1353 fps:1134 +frame:8.07e+06 wall_t:7117 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 11:43:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:981.10 total_reward_ma:1015.80 loss:0.1224 fps:1134 +frame:8.08e+06 wall_t:7125 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 11:43:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.10 total_reward_ma:1015.12 loss:0.1466 fps:1134 +frame:8.09e+06 wall_t:7132 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.32 +2026-01-08 11:43:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:995.00 total_reward_ma:1014.05 loss:0.1353 fps:1134 +frame:8.10e+06 wall_t:7141 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 11:43:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1000.40 total_reward_ma:1012.94 loss:0.04483 fps:1135 +frame:8.11e+06 wall_t:7147 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 11:43:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.20 total_reward_ma:1012.19 loss:0.08485 fps:1135 +frame:8.12e+06 wall_t:7155 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.365 +2026-01-08 11:43:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.00 total_reward_ma:1011.50 loss:0.1562 fps:1135 +frame:8.13e+06 wall_t:7162 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.289 +2026-01-08 11:43:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1025.50 total_reward_ma:1010.93 loss:0.2245 fps:1135 +frame:8.14e+06 wall_t:7170 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.246 +2026-01-08 11:43:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1033.90 total_reward_ma:1010.78 loss:0.07389 fps:1135 +frame:8.15e+06 wall_t:7178 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.366 +2026-01-08 11:44:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.20 total_reward_ma:1010.51 loss:0.06035 fps:1136 +frame:8.16e+06 wall_t:7186 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.227 +2026-01-08 11:44:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:997.40 total_reward_ma:1010.51 loss:0.1076 fps:1136 +frame:8.17e+06 wall_t:7194 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 11:44:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:972.30 total_reward_ma:1010.27 loss:0.06499 fps:1136 +frame:8.18e+06 wall_t:7202 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 11:44:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:974.20 total_reward_ma:1010.06 loss:0.1242 fps:1136 +frame:8.19e+06 wall_t:7210 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.283 +2026-01-08 11:44:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:964.70 total_reward_ma:1010.08 loss:0.05726 fps:1136 +frame:8.20e+06 wall_t:7218 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 11:44:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:957.10 total_reward_ma:1009.95 loss:0.1154 fps:1136 +frame:8.21e+06 wall_t:7225 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 11:44:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:958.40 total_reward_ma:1009.59 loss:0.1518 fps:1136 +frame:8.22e+06 wall_t:7233 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.457 +2026-01-08 11:45:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:975.60 total_reward_ma:1009.37 loss:0.07517 fps:1137 +frame:8.23e+06 wall_t:7240 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:45:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:966.40 total_reward_ma:1009.06 loss:0.09434 fps:1137 +frame:8.24e+06 wall_t:7247 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.403 +2026-01-08 11:45:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:964.50 total_reward_ma:1008.40 loss:0.08998 fps:1137 +frame:8.25e+06 wall_t:7255 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.316 +2026-01-08 11:45:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:954.60 total_reward_ma:1007.72 loss:0.09306 fps:1137 +frame:8.26e+06 wall_t:7262 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 11:45:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:955.50 total_reward_ma:1007.01 loss:0.1289 fps:1138 +frame:8.27e+06 wall_t:7269 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.404 +2026-01-08 11:45:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:979.80 total_reward_ma:1006.72 loss:0.02961 fps:1138 +frame:8.28e+06 wall_t:7276 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 11:45:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:969.10 total_reward_ma:1006.23 loss:0.09762 fps:1138 +frame:8.29e+06 wall_t:7284 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 11:45:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:949.30 total_reward_ma:1005.67 loss:0.09996 fps:1138 +frame:8.30e+06 wall_t:7291 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 11:45:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:981.00 total_reward_ma:1005.47 loss:0.1057 fps:1139 +frame:8.31e+06 wall_t:7299 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 11:46:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:984.00 total_reward_ma:1005.32 loss:0.06599 fps:1139 +frame:8.32e+06 wall_t:7306 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 11:46:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:987.90 total_reward_ma:1005.18 loss:0.04033 fps:1139 +frame:8.33e+06 wall_t:7314 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 11:46:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1000.90 total_reward_ma:1004.92 loss:0.02051 fps:1139 +frame:8.34e+06 wall_t:7322 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 11:46:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1003.50 total_reward_ma:1004.73 loss:0.08544 fps:1139 +frame:8.35e+06 wall_t:7330 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 11:46:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1012.80 total_reward_ma:1004.55 loss:0.1173 fps:1139 +frame:8.36e+06 wall_t:7338 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 11:46:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1019.90 total_reward_ma:1004.42 loss:0.09773 fps:1140 +frame:8.37e+06 wall_t:7345 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 11:46:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1031.20 total_reward_ma:1004.50 loss:0.08479 fps:1140 +frame:8.38e+06 wall_t:7352 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 11:46:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1035.50 total_reward_ma:1004.78 loss:0.09364 fps:1140 +frame:8.39e+06 wall_t:7359 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.253 +2026-01-08 11:47:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1051.10 total_reward_ma:1005.30 loss:0.09543 fps:1140 +frame:8.40e+06 wall_t:7366 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.303 +2026-01-08 11:47:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1035.30 total_reward_ma:1005.56 loss:0.09128 fps:1141 +frame:8.41e+06 wall_t:7373 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 11:47:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1010.20 total_reward_ma:1005.25 loss:0.119 fps:1141 +frame:8.42e+06 wall_t:7381 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.35 +2026-01-08 11:47:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.60 total_reward_ma:1004.98 loss:0.06807 fps:1141 +frame:8.43e+06 wall_t:7388 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.219 +2026-01-08 11:47:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1037.30 total_reward_ma:1004.94 loss:0.05331 fps:1141 +frame:8.44e+06 wall_t:7396 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.314 +2026-01-08 11:47:43 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1004.40 total_reward_ma:1004.65 loss:0.1413 fps:1141 +frame:8.45e+06 wall_t:7403 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 11:47:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:991.10 total_reward_ma:1004.25 loss:0.06483 fps:1142 +frame:8.46e+06 wall_t:7411 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 11:47:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:984.60 total_reward_ma:1003.76 loss:0.06161 fps:1142 +frame:8.47e+06 wall_t:7418 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 11:48:05 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:989.10 total_reward_ma:1003.57 loss:0.05878 fps:1142 +frame:8.48e+06 wall_t:7425 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 11:48:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:991.80 total_reward_ma:1003.62 loss:0.09521 fps:1142 +frame:8.49e+06 wall_t:7433 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 11:48:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:998.80 total_reward_ma:1003.86 loss:0.134 fps:1142 +frame:8.50e+06 wall_t:7440 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 11:48:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:981.00 total_reward_ma:1003.85 loss:0.08438 fps:1143 +frame:8.51e+06 wall_t:7447 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 11:48:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:995.50 total_reward_ma:1003.73 loss:0.08117 fps:1143 +frame:8.52e+06 wall_t:7455 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 11:48:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:998.00 total_reward_ma:1003.56 loss:0.1366 fps:1143 +frame:8.53e+06 wall_t:7462 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 11:48:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:988.10 total_reward_ma:1003.25 loss:0.09645 fps:1143 +frame:8.54e+06 wall_t:7469 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 11:48:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:995.50 total_reward_ma:1003.09 loss:0.1147 fps:1144 +frame:8.55e+06 wall_t:7476 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 11:49:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:996.10 total_reward_ma:1003.01 loss:0.107 fps:1144 +frame:8.56e+06 wall_t:7484 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:49:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.30 total_reward_ma:1002.83 loss:0.1078 fps:1144 +frame:8.57e+06 wall_t:7491 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 11:49:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.30 total_reward_ma:1002.98 loss:0.1646 fps:1144 +frame:8.58e+06 wall_t:7498 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.504 +2026-01-08 11:49:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1048.70 total_reward_ma:1003.37 loss:0.1005 fps:1144 +frame:8.59e+06 wall_t:7506 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.316 +2026-01-08 11:49:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1003.56 loss:0.1377 fps:1145 +frame:8.60e+06 wall_t:7514 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 11:49:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1070.50 total_reward_ma:1003.84 loss:0.05493 fps:1145 +frame:8.61e+06 wall_t:7521 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 11:49:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1064.60 total_reward_ma:1004.06 loss:0.1703 fps:1145 +frame:8.62e+06 wall_t:7528 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.273 +2026-01-08 11:49:55 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1072.80 total_reward_ma:1004.06 loss:0.07581 fps:1145 +frame:8.63e+06 wall_t:7535 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 11:50:03 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1040.90 total_reward_ma:1003.89 loss:0.06208 fps:1145 +frame:8.64e+06 wall_t:7543 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.258 +2026-01-08 11:50:10 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.30 total_reward_ma:1003.49 loss:0.07593 fps:1146 +frame:8.65e+06 wall_t:7551 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 11:50:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.10 total_reward_ma:1003.03 loss:0.07374 fps:1146 +frame:8.66e+06 wall_t:7559 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 11:50:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.00 total_reward_ma:1002.66 loss:0.09794 fps:1146 +frame:8.67e+06 wall_t:7566 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 11:50:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:995.80 total_reward_ma:1002.01 loss:0.1187 fps:1146 +frame:8.68e+06 wall_t:7574 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 11:50:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:995.10 total_reward_ma:1001.41 loss:0.1005 fps:1146 +frame:8.69e+06 wall_t:7581 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 11:50:48 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:989.80 total_reward_ma:1000.97 loss:0.1951 fps:1146 +frame:8.70e+06 wall_t:7589 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:50:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:968.50 total_reward_ma:1000.38 loss:0.03773 fps:1147 +frame:8.71e+06 wall_t:7596 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 11:51:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:976.50 total_reward_ma:999.59 loss:0.1091 fps:1147 +frame:8.72e+06 wall_t:7604 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 11:51:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:963.80 total_reward_ma:998.57 loss:0.07208 fps:1147 +frame:8.73e+06 wall_t:7611 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.279 +2026-01-08 11:51:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:961.10 total_reward_ma:997.52 loss:0.04861 fps:1147 +frame:8.74e+06 wall_t:7619 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 11:51:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:965.20 total_reward_ma:996.73 loss:0.1049 fps:1147 +frame:8.75e+06 wall_t:7627 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 11:51:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:997.40 total_reward_ma:996.15 loss:0.1242 fps:1147 +frame:8.76e+06 wall_t:7634 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 11:51:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1004.50 total_reward_ma:995.60 loss:0.02278 fps:1148 +frame:8.77e+06 wall_t:7642 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.321 +2026-01-08 11:51:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1018.40 total_reward_ma:995.35 loss:0.0481 fps:1148 +frame:8.78e+06 wall_t:7650 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 11:51:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1018.40 total_reward_ma:995.19 loss:0.1118 fps:1148 +frame:8.79e+06 wall_t:7657 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 11:52:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1044.70 total_reward_ma:995.41 loss:0.1013 fps:1148 +frame:8.80e+06 wall_t:7664 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 11:52:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1055.40 total_reward_ma:996.05 loss:0.09673 fps:1148 +frame:8.81e+06 wall_t:7673 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 11:52:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1050.00 total_reward_ma:996.53 loss:0.09312 fps:1148 +frame:8.82e+06 wall_t:7681 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 11:52:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1040.30 total_reward_ma:996.86 loss:0.05689 fps:1149 +frame:8.83e+06 wall_t:7688 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 11:52:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1028.30 total_reward_ma:997.09 loss:0.1129 fps:1149 +frame:8.84e+06 wall_t:7695 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.298 +2026-01-08 11:52:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.70 total_reward_ma:997.19 loss:0.08581 fps:1149 +frame:8.85e+06 wall_t:7703 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 11:52:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1010.00 total_reward_ma:997.14 loss:0.07183 fps:1149 +frame:8.86e+06 wall_t:7710 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.294 +2026-01-08 11:52:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:985.30 total_reward_ma:997.00 loss:0.06215 fps:1149 +frame:8.87e+06 wall_t:7717 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 11:53:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:980.70 total_reward_ma:996.91 loss:0.05397 fps:1150 +frame:8.88e+06 wall_t:7725 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 11:53:12 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:958.50 total_reward_ma:996.66 loss:0.02452 fps:1150 +frame:8.89e+06 wall_t:7732 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 11:53:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:966.90 total_reward_ma:996.59 loss:0.09107 fps:1150 +frame:8.90e+06 wall_t:7739 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 11:53:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:977.40 total_reward_ma:996.83 loss:0.1114 fps:1150 +frame:8.91e+06 wall_t:7747 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 11:53:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:982.90 total_reward_ma:997.28 loss:0.1511 fps:1150 +frame:8.92e+06 wall_t:7755 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 11:53:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.50 total_reward_ma:997.91 loss:0.1077 fps:1150 +frame:8.93e+06 wall_t:7762 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 11:53:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:999.30 total_reward_ma:998.31 loss:0.09412 fps:1151 +frame:8.94e+06 wall_t:7769 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 11:53:56 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1008.40 total_reward_ma:998.87 loss:0.09808 fps:1151 +frame:8.95e+06 wall_t:7777 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 11:54:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1015.70 total_reward_ma:999.32 loss:0.05479 fps:1151 +frame:8.96e+06 wall_t:7784 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 11:54:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.00 total_reward_ma:999.75 loss:0.1052 fps:1151 +frame:8.97e+06 wall_t:7791 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 11:54:18 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1024.70 total_reward_ma:1000.24 loss:0.1123 fps:1151 +frame:8.98e+06 wall_t:7799 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 11:54:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.00 total_reward_ma:1000.75 loss:0.1447 fps:1152 +frame:8.99e+06 wall_t:7807 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 11:54:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1048.70 total_reward_ma:1001.32 loss:0.005059 fps:1152 +frame:9.00e+06 wall_t:7814 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 11:54:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1040.40 total_reward_ma:1001.77 loss:0.09738 fps:1152 +frame:9.01e+06 wall_t:7821 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 11:54:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1074.70 total_reward_ma:1002.75 loss:0.1209 fps:1152 +frame:9.02e+06 wall_t:7829 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 11:54:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1058.30 total_reward_ma:1003.66 loss:0.04214 fps:1152 +frame:9.03e+06 wall_t:7837 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 11:55:04 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.40 total_reward_ma:1003.93 loss:0.03156 fps:1152 +frame:9.04e+06 wall_t:7845 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 11:55:11 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.20 total_reward_ma:1004.19 loss:0.1082 fps:1153 +frame:9.05e+06 wall_t:7852 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 11:55:19 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:991.90 total_reward_ma:1004.27 loss:0.1328 fps:1153 +frame:9.06e+06 wall_t:7859 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.31 +2026-01-08 11:55:26 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:988.70 total_reward_ma:1004.39 loss:0.1318 fps:1153 +frame:9.07e+06 wall_t:7867 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 11:55:34 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:984.00 total_reward_ma:1004.42 loss:0.1384 fps:1153 +frame:9.08e+06 wall_t:7874 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 11:55:41 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:973.10 total_reward_ma:1004.32 loss:0.06215 fps:1153 +frame:9.09e+06 wall_t:7881 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 11:55:49 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:972.40 total_reward_ma:1004.10 loss:0.1514 fps:1153 +frame:9.10e+06 wall_t:7890 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 11:55:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:992.30 total_reward_ma:1004.02 loss:0.04077 fps:1153 +frame:9.11e+06 wall_t:7898 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 11:56:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:979.60 total_reward_ma:1003.61 loss:0.1211 fps:1154 +frame:9.12e+06 wall_t:7906 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 11:56:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.50 total_reward_ma:1003.30 loss:0.1079 fps:1154 +frame:9.13e+06 wall_t:7914 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 11:56:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:974.80 total_reward_ma:1002.80 loss:0.1483 fps:1154 +frame:9.14e+06 wall_t:7920 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 11:56:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:988.70 total_reward_ma:1002.35 loss:0.1706 fps:1154 +frame:9.15e+06 wall_t:7928 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.053 +2026-01-08 11:56:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:987.10 total_reward_ma:1002.28 loss:0.07928 fps:1154 +frame:9.16e+06 wall_t:7935 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 11:56:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1000.00 total_reward_ma:1002.30 loss:0.0917 fps:1154 +frame:9.17e+06 wall_t:7943 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 11:56:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.40 total_reward_ma:1002.75 loss:0.1177 fps:1155 +frame:9.18e+06 wall_t:7950 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 11:56:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1054.60 total_reward_ma:1003.56 loss:0.105 fps:1155 +frame:9.19e+06 wall_t:7959 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 11:57:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1061.00 total_reward_ma:1004.52 loss:0.1054 fps:1155 +frame:9.20e+06 wall_t:7967 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.311 +2026-01-08 11:57:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1058.40 total_reward_ma:1005.53 loss:0.0169 fps:1155 +frame:9.21e+06 wall_t:7975 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 11:57:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1076.50 total_reward_ma:1006.71 loss:0.1103 fps:1155 +frame:9.22e+06 wall_t:7983 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 11:57:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1082.20 total_reward_ma:1007.78 loss:0.1478 fps:1155 +frame:9.23e+06 wall_t:7991 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 11:57:38 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1086.60 total_reward_ma:1008.98 loss:0.1113 fps:1155 +frame:9.24e+06 wall_t:7998 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 11:57:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1072.00 total_reward_ma:1010.06 loss:0.08657 fps:1155 +frame:9.25e+06 wall_t:8006 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 11:57:53 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.80 total_reward_ma:1010.93 loss:0.06472 fps:1156 +frame:9.26e+06 wall_t:8013 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 11:58:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1063.50 total_reward_ma:1012.01 loss:0.1088 fps:1156 +frame:9.27e+06 wall_t:8020 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 11:58:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1057.40 total_reward_ma:1012.78 loss:0.09411 fps:1156 +frame:9.28e+06 wall_t:8028 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.205 +2026-01-08 11:58:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1061.70 total_reward_ma:1013.71 loss:0.07419 fps:1156 +frame:9.29e+06 wall_t:8035 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 11:58:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1057.10 total_reward_ma:1014.79 loss:0.117 fps:1156 +frame:9.30e+06 wall_t:8043 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 11:58:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1041.80 total_reward_ma:1015.40 loss:0.0578 fps:1157 +frame:9.31e+06 wall_t:8050 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 11:58:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1063.00 total_reward_ma:1016.19 loss:0.1207 fps:1157 +frame:9.32e+06 wall_t:8057 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 11:58:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1065.80 total_reward_ma:1016.96 loss:0.1515 fps:1157 +frame:9.33e+06 wall_t:8065 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 11:58:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1071.20 total_reward_ma:1017.67 loss:0.08235 fps:1157 +frame:9.34e+06 wall_t:8072 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 11:58:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1065.90 total_reward_ma:1018.29 loss:0.119 fps:1157 +frame:9.35e+06 wall_t:8080 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 11:59:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1063.70 total_reward_ma:1018.80 loss:0.1036 fps:1157 +frame:9.36e+06 wall_t:8087 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 11:59:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1050.40 total_reward_ma:1019.11 loss:0.1709 fps:1158 +frame:9.37e+06 wall_t:8095 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 11:59:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1063.90 total_reward_ma:1019.43 loss:0.1198 fps:1158 +frame:9.38e+06 wall_t:8102 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.22 +2026-01-08 11:59:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1019.53 loss:0.1222 fps:1158 +frame:9.39e+06 wall_t:8109 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 11:59:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1022.10 total_reward_ma:1019.24 loss:0.1034 fps:1158 +frame:9.40e+06 wall_t:8117 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 11:59:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1042.70 total_reward_ma:1019.31 loss:0.1143 fps:1158 +frame:9.41e+06 wall_t:8125 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 11:59:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1047.70 total_reward_ma:1019.69 loss:0.03938 fps:1158 +frame:9.42e+06 wall_t:8132 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 11:59:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1067.80 total_reward_ma:1020.22 loss:0.0542 fps:1159 +frame:9.43e+06 wall_t:8139 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 12:00:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1065.00 total_reward_ma:1020.50 loss:0.07995 fps:1159 +frame:9.44e+06 wall_t:8147 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 12:00:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1048.30 total_reward_ma:1020.93 loss:0.06745 fps:1159 +frame:9.45e+06 wall_t:8154 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 12:00:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1023.10 total_reward_ma:1021.25 loss:0.03006 fps:1159 +frame:9.46e+06 wall_t:8161 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 12:00:28 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1015.50 total_reward_ma:1021.56 loss:0.09801 fps:1159 +frame:9.47e+06 wall_t:8169 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.28 +2026-01-08 12:00:35 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:983.30 total_reward_ma:1021.50 loss:0.1237 fps:1160 +frame:9.48e+06 wall_t:8175 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9749 +2026-01-08 12:00:42 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:990.50 total_reward_ma:1021.49 loss:0.09611 fps:1160 +frame:9.49e+06 wall_t:8183 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 12:00:50 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:996.70 total_reward_ma:1021.47 loss:0.1574 fps:1160 +frame:9.50e+06 wall_t:8190 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 12:00:57 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1009.20 total_reward_ma:1021.75 loss:0.2427 fps:1160 +frame:9.51e+06 wall_t:8198 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.207 +2026-01-08 12:01:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1032.60 total_reward_ma:1022.12 loss:0.09103 fps:1160 +frame:9.52e+06 wall_t:8206 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 12:01:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1059.10 total_reward_ma:1022.73 loss:0.1587 fps:1160 +frame:9.53e+06 wall_t:8213 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 12:01:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1058.00 total_reward_ma:1023.43 loss:0.1495 fps:1160 +frame:9.54e+06 wall_t:8221 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 12:01:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1062.00 total_reward_ma:1024.10 loss:0.1393 fps:1161 +frame:9.55e+06 wall_t:8229 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 12:01:36 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1051.00 total_reward_ma:1024.65 loss:0.03096 fps:1161 +frame:9.56e+06 wall_t:8236 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 12:01:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.30 total_reward_ma:1024.81 loss:0.05511 fps:1161 +frame:9.57e+06 wall_t:8244 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.26 +2026-01-08 12:01:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1037.80 total_reward_ma:1024.77 loss:0.09191 fps:1161 +frame:9.58e+06 wall_t:8251 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 12:01:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1026.40 total_reward_ma:1024.55 loss:0.07681 fps:1161 +frame:9.59e+06 wall_t:8259 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 12:02:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1025.70 total_reward_ma:1024.36 loss:0.1036 fps:1161 +frame:9.60e+06 wall_t:8266 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 12:02:15 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1023.60 total_reward_ma:1023.89 loss:0.08663 fps:1161 +frame:9.61e+06 wall_t:8275 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.056 +2026-01-08 12:02:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.30 total_reward_ma:1023.54 loss:0.1469 fps:1161 +frame:9.62e+06 wall_t:8283 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.141 +2026-01-08 12:02:31 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.50 total_reward_ma:1023.10 loss:0.0922 fps:1162 +frame:9.63e+06 wall_t:8291 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.2 +2026-01-08 12:02:39 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1023.70 total_reward_ma:1022.93 loss:0.1991 fps:1162 +frame:9.64e+06 wall_t:8299 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.067 +2026-01-08 12:02:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.80 total_reward_ma:1022.97 loss:0.1063 fps:1162 +frame:9.65e+06 wall_t:8306 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.288 +2026-01-08 12:02:54 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1012.50 total_reward_ma:1022.96 loss:0.1509 fps:1162 +frame:9.66e+06 wall_t:8314 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.206 +2026-01-08 12:03:01 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1023.00 loss:0.07794 fps:1162 +frame:9.67e+06 wall_t:8321 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.271 +2026-01-08 12:03:08 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1018.30 total_reward_ma:1023.23 loss:0.0957 fps:1162 +frame:9.68e+06 wall_t:8329 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.156 +2026-01-08 12:03:16 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1022.60 total_reward_ma:1023.50 loss:0.03401 fps:1162 +frame:9.69e+06 wall_t:8336 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.118 +2026-01-08 12:03:23 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1006.00 total_reward_ma:1023.66 loss:0.04437 fps:1163 +frame:9.70e+06 wall_t:8343 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.168 +2026-01-08 12:03:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1016.40 total_reward_ma:1024.14 loss:0.09951 fps:1163 +frame:9.71e+06 wall_t:8350 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.25 +2026-01-08 12:03:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1027.50 total_reward_ma:1024.65 loss:0.1044 fps:1163 +frame:9.72e+06 wall_t:8357 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.116 +2026-01-08 12:03:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1025.80 total_reward_ma:1025.27 loss:0.1261 fps:1163 +frame:9.73e+06 wall_t:8364 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.176 +2026-01-08 12:03:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1020.40 total_reward_ma:1025.87 loss:0.1381 fps:1164 +frame:9.74e+06 wall_t:8371 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.184 +2026-01-08 12:03:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1029.80 total_reward_ma:1026.51 loss:0.1495 fps:1164 +frame:9.75e+06 wall_t:8379 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.287 +2026-01-08 12:04:06 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.00 total_reward_ma:1026.68 loss:0.1219 fps:1164 +frame:9.76e+06 wall_t:8386 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.249 +2026-01-08 12:04:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1001.90 total_reward_ma:1026.65 loss:0.138 fps:1164 +frame:9.77e+06 wall_t:8394 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.242 +2026-01-08 12:04:21 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.00 total_reward_ma:1026.41 loss:0.1471 fps:1164 +frame:9.78e+06 wall_t:8402 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.149 +2026-01-08 12:04:29 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:992.80 total_reward_ma:1026.15 loss:0.158 fps:1164 +frame:9.79e+06 wall_t:8410 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.256 +2026-01-08 12:04:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1001.30 total_reward_ma:1025.72 loss:0.1364 fps:1164 +frame:9.80e+06 wall_t:8418 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.179 +2026-01-08 12:04:45 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.60 total_reward_ma:1025.11 loss:0.1763 fps:1164 +frame:9.81e+06 wall_t:8425 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.24 +2026-01-08 12:04:51 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:994.70 total_reward_ma:1024.56 loss:0.08178 fps:1165 +frame:9.82e+06 wall_t:8432 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.308 +2026-01-08 12:04:59 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1011.50 total_reward_ma:1024.27 loss:0.09872 fps:1165 +frame:9.83e+06 wall_t:8439 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.271 +2026-01-08 12:05:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1016.90 total_reward_ma:1024.16 loss:0.1222 fps:1165 +frame:9.84e+06 wall_t:8447 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.219 +2026-01-08 12:05:14 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1019.40 total_reward_ma:1024.14 loss:0.1004 fps:1165 +frame:9.85e+06 wall_t:8455 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.144 +2026-01-08 12:05:22 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.40 total_reward_ma:1024.18 loss:0.07972 fps:1165 +frame:9.86e+06 wall_t:8462 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.38 +2026-01-08 12:05:30 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1014.50 total_reward_ma:1024.47 loss:0.05506 fps:1165 +frame:9.87e+06 wall_t:8470 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.287 +2026-01-08 12:05:37 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1011.70 total_reward_ma:1024.78 loss:0.03224 fps:1166 +frame:9.88e+06 wall_t:8477 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.167 +2026-01-08 12:05:44 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1007.10 total_reward_ma:1025.27 loss:0.07331 fps:1166 +frame:9.89e+06 wall_t:8485 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.154 +2026-01-08 12:05:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1013.00 total_reward_ma:1025.73 loss:0.13 fps:1166 +frame:9.90e+06 wall_t:8492 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.109 +2026-01-08 12:06:00 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1030.50 total_reward_ma:1026.26 loss:0.05337 fps:1166 +frame:9.91e+06 wall_t:8500 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.099 +2026-01-08 12:06:07 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1038.90 total_reward_ma:1026.82 loss:0.1469 fps:1166 +frame:9.92e+06 wall_t:8507 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.094 +2026-01-08 12:06:13 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1046.10 total_reward_ma:1027.33 loss:0.09653 fps:1166 +frame:9.93e+06 wall_t:8514 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.162 +2026-01-08 12:06:20 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1051.30 total_reward_ma:1027.85 loss:0.1029 fps:1167 +frame:9.94e+06 wall_t:8521 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.164 +2026-01-08 12:06:27 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1066.20 total_reward_ma:1028.43 loss:0.08712 fps:1167 +frame:9.95e+06 wall_t:8527 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.159 +2026-01-08 12:06:33 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1076.20 total_reward_ma:1029.04 loss:0.1541 fps:1167 +frame:9.96e+06 wall_t:8534 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.232 +2026-01-08 12:06:40 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1094.00 total_reward_ma:1029.71 loss:0.09934 fps:1167 +frame:9.97e+06 wall_t:8540 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.155 +2026-01-08 12:06:46 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1083.00 total_reward_ma:1030.29 loss:0.1061 fps:1168 +frame:9.98e+06 wall_t:8546 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.196 +2026-01-08 12:06:52 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1106.80 total_reward_ma:1030.95 loss:0.1074 fps:1168 +frame:9.99e+06 wall_t:8552 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.137 +2026-01-08 12:06:58 | INFO | PID:1825 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_alien_t0_s3 [train] +total_reward:1111.50 total_reward_ma:1031.57 loss:0.08981 fps:1168 +frame:1.00e+07 wall_t:8558 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.15 +2026-01-08 12:06:58 | INFO | PID:1825 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_spec.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad2efd2674f14404f76005aa244ff39808760a3 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.7, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Alien-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_094412", + "prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam70_alien_2026_01_08_094412", + "graph_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/graph/ppo_atari_lam70_alien_t0", + "info_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0", + "log_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0", + "model_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/model/ppo_atari_lam70_alien_t0" + }, + "name": "ppo_atari_lam70_alien" +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0_spec.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad2efd2674f14404f76005aa244ff39808760a3 --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.7, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Alien-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_094412", + "prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam70_alien_2026_01_08_094412", + "graph_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/graph/ppo_atari_lam70_alien_t0", + "info_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/info/ppo_atari_lam70_alien_t0", + "log_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/log/ppo_atari_lam70_alien_t0", + "model_prepath": "data/ppo_atari_lam70_alien_2026_01_08_094412/model/ppo_atari_lam70_alien_t0" + }, + "name": "ppo_atari_lam70_alien" +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..9a728f1222093bb09bf8210cea5d96919c90d95c --- /dev/null +++ b/data/ppo_atari_lam70_alien_2026_01_08_094412/ppo_atari_lam70_alien_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 1274.6134033203125, + "strength": 860.2551879882812, + "max_strength": 1254.0333251953125, + "final_strength": 1107.0333251953125, + "sample_efficiency": 3.0398109629459213e-07, + "training_efficiency": 1.9450881154625677e-05, + "stability": 0.9925732612609863, + "consistency": 0.5473644733428955 +} \ No newline at end of file