diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/graph/ppo_atari_lam85_kangaroo_t0_s2_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/graph/ppo_atari_lam85_kangaroo_t0_s2_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..e1173ae721f37c04c23a97e851addbf237cd7c4c --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/graph/ppo_atari_lam85_kangaroo_t0_s2_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e30a2928c5dec3b54d17efe25c0c989ddc1e40773a89a7031bf2e8775f9f178 +size 81370 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_df_train.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..a811a1df4779abadfd4955d9118d445f0bd36dd1 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_df_train.csv @@ -0,0 +1,528 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +0.0,0.0,-0.032339536,714.2857,10000.0,14.0,625.0,,128.0,0.0002497952,0.1,2.8518536 +18.181818,9.090909,-0.031811256,1000.0,20000.0,20.0,1250.0,,288.0,0.0002495392,0.1,2.824584 +25.0,14.393939,-0.033170264,1153.8462,30000.0,26.0,1875.0,,448.0,0.0002492832,0.1,2.8430445 +33.766235,19.237013,-0.03397278,1212.1212,40000.0,33.0,2500.0,,608.0,0.0002490272,0.1,2.819788 +38.29787,23.049185,-0.030787347,1315.7894,50000.0,38.0,3125.0,,768.0,0.0002487712,0.1,2.8297827 +44.0,26.540987,-0.03220619,1363.6364,60000.0,44.0,3750.0,,928.0,0.0002485152,0.1,2.8018517 +60.0,31.320847,-0.034012932,1400.0,70000.0,50.0,4375.0,,1088.0,0.0002482592,0.1,2.8079557 +58.0,34.65574,-0.032622725,1428.5714,80000.0,56.0,5000.0,,1248.0,0.0002480032,0.1,2.7998102 +54.0,36.8051,-0.037018064,1451.6129,90000.0,62.0,5625.0,,1376.0,0.0002477984,0.1,2.809795 +58.0,38.92459,-0.0349186,1470.5883,100000.0,68.0,6250.0,,1536.0,0.0002475424,0.1,2.8075984 +50.0,39.931446,-0.032844104,1486.4865,110000.0,74.0,6875.0,,1696.0,0.0002472864,0.1,2.7769322 +56.0,41.270493,-0.03349488,1518.9873,120000.0,79.0,7500.0,,1856.0,0.0002470304,0.1,2.7667065 +66.0,43.172764,-0.03349848,1529.4117,130000.0,85.0,8125.0,,2016.0,0.0002467744,0.1,2.7799718 +62.0,44.517567,-0.03586234,1538.4615,140000.0,91.0,8750.0,,2176.0,0.0002465184,0.1,2.7594142 +60.0,45.54973,-0.03298945,1546.3917,150000.0,97.0,9375.0,,2336.0,0.0002462624,0.1,2.782124 +56.0,46.20287,-0.034061704,1553.3981,160000.0,103.0,10000.0,,2496.0,0.0002460064,0.1,2.7255826 +48.0,46.308582,-0.033299107,1559.633,170000.0,109.0,10625.0,,2656.0,0.0002457504,0.1,2.7310839 +56.0,46.846996,-0.032013487,1565.2174,180000.0,115.0,11250.0,,2784.0,0.0002455456,0.1,2.6852822 +68.0,47.96031,-0.0322192,1557.3771,190000.0,122.0,11875.0,,2944.0,0.0002452896,0.1,2.715042 +74.0,49.262295,-0.03107184,1562.5,200000.0,128.0,12500.0,,3104.0,0.0002450336,0.1,2.706061 +78.0,50.630756,-0.036419474,1567.1642,210000.0,134.0,13125.0,,3264.0,0.0002447776,0.1,2.6279707 +72.0,51.602085,-0.03176926,1582.7338,220000.0,139.0,13750.0,,3424.0,0.0002445216,0.1,2.6294956 +70.0,52.401993,-0.030029386,1586.2069,230000.0,145.0,14375.0,,3584.0,0.0002442656,0.1,2.6249762 +78.0,53.46858,-0.029638745,1578.9474,240000.0,152.0,15000.0,,3744.0,0.0002440096,0.1,2.5985003 +86.0,54.769833,-0.03222765,1582.2784,250000.0,158.0,15625.0,,3904.0,0.0002437536,0.1,2.6156144 +102.0,56.58638,-0.029236298,1595.092,260000.0,163.0,16250.0,,4032.0,0.0002435488,0.1,2.5612783 +106.0,58.41651,-0.029344749,1607.1428,270000.0,168.0,16875.0,,4192.0,0.0002432928,0.1,2.5387387 +114.0,60.401638,-0.03394106,1609.1954,280000.0,174.0,17500.0,,4352.0,0.0002430368,0.1,2.6233547 +122.0,62.52572,-0.028899182,1611.1111,290000.0,180.0,18125.0,,4512.0,0.0002427808,0.1,2.6214213 +144.0,65.24153,-0.029785646,1621.6216,300000.0,185.0,18750.0,,4672.0,0.0002425248,0.1,2.637642 +156.0,68.16922,-0.02901192,1623.0366,310000.0,191.0,19375.0,,4832.0,0.0002422688,0.1,2.5779307 +170.0,71.35143,-0.03201184,1624.3655,320000.0,197.0,20000.0,,4992.0,0.0002420128,0.1,2.591476 +156.0,73.91654,-0.031171095,1625.6157,330000.0,203.0,20625.0,,5152.0,0.0002417568,0.1,2.6119876 +148.0,76.09547,-0.031220404,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.516306 +180.0,79.06417,-0.034786507,1635.514,350000.0,214.0,21875.0,,5440.0,0.000241296,0.1,2.5864265 +178.0,81.812386,-0.029810218,1636.3636,360000.0,220.0,22500.0,,5600.0,0.00024104,0.1,2.4985552 +180.0,84.4661,-0.033883344,1637.1681,370000.0,226.0,23125.0,,5760.0,0.000240784,0.1,2.5861835 +178.0,86.92752,-0.03250525,1637.931,380000.0,232.0,23750.0,,5920.0,0.000240528,0.1,2.48631 +152.0,88.59605,-0.030818753,1638.6555,390000.0,238.0,24375.0,,6080.0,0.000240272,0.1,2.5674002 +156.0,90.28114,-0.030995678,1639.3442,400000.0,244.0,25000.0,,6240.0,0.000240016,0.1,2.4525645 +168.0,92.17673,-0.03481579,1640.0,410000.0,250.0,25625.0,,6400.0,0.00023976,0.1,2.5351524 +172.0,94.077286,-0.031506907,1640.625,420000.0,256.0,26250.0,,6560.0,0.000239504,0.1,2.5448778 +188.0,96.261536,-0.03238089,1641.2213,430000.0,262.0,26875.0,,6688.0,0.0002392992,0.1,2.4555156 +186.0,98.30105,-0.036708858,1647.9401,440000.0,267.0,27500.0,,6848.0,0.0002390432,0.1,2.4841723 +202.0,100.60547,-0.032017455,1648.3517,450000.0,273.0,28125.0,,7008.0,0.0002387872,0.1,2.3772142 +222.0,103.244484,-0.029594934,1648.7455,460000.0,279.0,28750.0,,7168.0,0.0002385312,0.1,2.4187179 +240.0,106.154175,-0.03157936,1649.1228,470000.0,285.0,29375.0,,7328.0,0.0002382752,0.1,2.2379663 +258.0,109.31763,-0.030974297,1655.1724,480000.0,290.0,30000.0,,7488.0,0.0002380192,0.1,2.3213532 +258.0,112.35196,-0.028758986,1649.8317,490000.0,297.0,30625.0,,7648.0,0.0002377632,0.1,2.3839824 +252.0,115.14492,-0.029222794,1655.6292,500000.0,302.0,31250.0,,7808.0,0.0002375072,0.1,2.3859878 +250.0,117.78914,-0.030576589,1655.8441,510000.0,308.0,31875.0,,7968.0,0.0002372512,0.1,2.2723398 +254.0,120.40858,-0.03212459,1656.0509,520000.0,314.0,32500.0,,8096.0,0.0002370464,0.1,2.4304454 +276.0,123.34427,-0.033483014,1651.0903,530000.0,321.0,33125.0,,8256.0,0.0002367904,0.1,2.4743333 +272.0,126.09715,-0.03162707,1651.3761,540000.0,327.0,33750.0,,8416.0,0.0002365344,0.1,2.354558 +272.0,128.74992,-0.031226514,1651.6516,550000.0,333.0,34375.0,,8576.0,0.0002362784,0.1,2.4123418 +268.0,131.23654,-0.032237,1651.9174,560000.0,339.0,35000.0,,8736.0,0.0002360224,0.1,2.303411 +256.0,133.42537,-0.032597516,1652.174,570000.0,345.0,35625.0,,8896.0,0.0002357664,0.1,2.4576821 +278.0,135.91803,-0.034532968,1652.4216,580000.0,351.0,36250.0,,9056.0,0.0002355104,0.1,2.3441932 +290.0,138.5296,-0.029732972,1657.3033,590000.0,356.0,36875.0,,9216.0,0.0002352544,0.1,2.3837996 +290.0,141.05411,-0.032667655,1657.4586,600000.0,362.0,37500.0,,9344.0,0.0002350496,0.1,2.3235471 +296.0,143.5942,-0.035240173,1657.6086,610000.0,368.0,38125.0,,9504.0,0.0002347936,0.1,2.3888307 +292.0,145.98784,-0.0377945,1657.754,620000.0,374.0,38750.0,,9664.0,0.0002345376,0.1,2.372943 +292.0,148.3055,-0.029816838,1662.2692,630000.0,379.0,39375.0,,9824.0,0.0002342816,0.1,2.2074504 +304.0,150.73822,-0.031299442,1662.3376,640000.0,385.0,40000.0,,9984.0,0.0002340256,0.1,2.4018576 +322.0,153.37302,-0.033771083,1662.404,650000.0,391.0,40625.0,,10144.0,0.0002337696,0.1,2.2767549 +336.0,156.14009,-0.033044785,1666.6666,660000.0,396.0,41250.0,,10304.0,0.0002335136,0.1,2.2440798 +364.0,159.24248,-0.031059481,1666.6666,670000.0,402.0,41875.0,,10464.0,0.0002332576,0.1,2.2974343 +376.0,162.43008,-0.034684565,1666.6666,680000.0,408.0,42500.0,,10624.0,0.0002330016,0.1,2.2458565 +384.0,165.64125,-0.032472465,1666.6666,690000.0,414.0,43125.0,,10752.0,0.0002327968,0.1,2.2227385 +382.0,168.73209,-0.03248315,1662.7079,700000.0,421.0,43750.0,,10912.0,0.0002325408,0.1,2.362433 +362.0,171.45418,-0.027987404,1662.7634,710000.0,427.0,44375.0,,11072.0,0.0002322848,0.1,2.1911607 +336.0,173.73953,-0.029874347,1662.8175,720000.0,433.0,45000.0,,11232.0,0.0002320288,0.1,2.2090688 +326.0,175.82529,-0.03245657,1662.8701,730000.0,439.0,45625.0,,11392.0,0.0002317728,0.1,2.3861768 +324.0,177.82765,-0.031013498,1659.1929,740000.0,446.0,46250.0,,11552.0,0.0002315168,0.1,2.2767887 +326.0,179.80328,-0.032358546,1659.292,750000.0,452.0,46875.0,,11712.0,0.0002312608,0.1,2.321859 +352.0,182.06903,-0.036263105,1659.3887,760000.0,458.0,47500.0,,11872.0,0.0002310048,0.1,2.4280634 +372.0,184.53566,-0.031915445,1663.0669,770000.0,463.0,48125.0,,12000.0,0.0002308,0.1,2.3698258 +396.0,187.24675,-0.03378117,1659.5745,780000.0,470.0,48750.0,,12160.0,0.000230544,0.1,2.4197283 +378.0,189.66135,-0.03378897,1659.6638,790000.0,476.0,49375.0,,12320.0,0.000230288,0.1,2.3946524 +390.0,192.16557,-0.032580603,1659.751,800000.0,482.0,50000.0,,12480.0,0.000230032,0.1,2.3314495 +380.0,194.48451,-0.029176746,1659.836,810000.0,488.0,50625.0,,12640.0,0.000229776,0.1,2.3264725 +404.0,197.03958,-0.030192966,1659.9191,820000.0,494.0,51250.0,,12800.0,0.00022952,0.1,2.2998059 +398.0,199.4608,-0.029285815,1660.0,830000.0,500.0,51875.0,,12960.0,0.000229264,0.1,2.3177805 +424.0,202.13388,-0.029962284,1660.0791,840000.0,506.0,52500.0,,13120.0,0.000229008,0.1,2.4080229 +428.0,204.79114,-0.03246299,1660.1562,850000.0,512.0,53125.0,,13280.0,0.000228752,0.1,2.3476253 +428.0,207.38658,-0.032167234,1663.443,860000.0,517.0,53750.0,,13408.0,0.0002285472,0.1,2.3790586 +408.0,209.69249,-0.032881953,1660.3053,870000.0,524.0,54375.0,,13568.0,0.0002282912,0.1,2.4020889 +386.0,211.69598,-0.034395345,1660.3773,880000.0,530.0,55000.0,,13728.0,0.0002280352,0.1,2.434611 +372.0,213.49715,-0.03245105,1660.4478,890000.0,536.0,55625.0,,13888.0,0.0002277792,0.1,2.3534594 +380.0,215.34718,-0.032808054,1660.5166,900000.0,542.0,56250.0,,14048.0,0.0002275232,0.1,2.337667 +368.0,217.02469,-0.033993855,1660.584,910000.0,548.0,56875.0,,14208.0,0.0002272672,0.1,2.3591568 +364.0,218.62224,-0.03229848,1660.6498,920000.0,554.0,57500.0,,14368.0,0.0002270112,0.1,2.3561604 +368.0,220.22845,-0.03488456,1660.7142,930000.0,560.0,58125.0,,14528.0,0.0002267552,0.1,2.3970742 +360.0,221.71538,-0.031802833,1663.7168,940000.0,565.0,58750.0,,14656.0,0.0002265504,0.1,2.3867733 +352.0,223.0868,-0.034627378,1663.7478,950000.0,571.0,59375.0,,14816.0,0.0002262944,0.1,2.2948833 +358.0,224.49214,-0.030782318,1663.7782,960000.0,577.0,60000.0,,14976.0,0.0002260384,0.1,2.334909 +344.0,225.72418,-0.036398865,1663.8079,970000.0,583.0,60625.0,,15136.0,0.0002257824,0.1,2.352085 +340.0,226.89026,-0.032334365,1663.837,980000.0,589.0,61250.0,,15296.0,0.0002255264,0.1,2.2720346 +350.0,228.1338,-0.035369772,1663.8656,990000.0,595.0,61875.0,,15456.0,0.0002252704,0.1,2.3352015 +340.0,229.25246,-0.033071004,1663.8936,1000000.0,601.0,62500.0,,15616.0,0.0002250144,0.1,2.3030527 +344.0,232.69246,-0.032414116,1663.9209,1010000.0,607.0,63125.0,,15776.0,0.0002247584,0.1,2.3451512 +354.0,236.05064,-0.03428723,1666.6666,1020000.0,612.0,63750.0,,15936.0,0.0002245024,0.1,2.2407622 +370.0,239.50064,-0.033372905,1666.6666,1030000.0,618.0,64375.0,,16064.0,0.0002242976,0.1,2.3623326 +362.0,242.78297,-0.03367211,1666.6666,1040000.0,624.0,65000.0,,16224.0,0.0002240416,0.1,2.2814817 +362.0,246.02,-0.029942717,1669.3164,1050000.0,629.0,65625.0,,16384.0,0.0002237856,0.1,2.1493466 +372.0,249.3,-0.03496049,1669.2914,1060000.0,635.0,66250.0,,16544.0,0.0002235296,0.1,2.2700226 +366.0,252.36,-0.030652523,1666.6666,1070000.0,642.0,66875.0,,16704.0,0.0002232736,0.1,2.315639 +370.0,255.48,-0.033591457,1666.6666,1080000.0,648.0,67500.0,,16864.0,0.0002230176,0.1,2.3505192 +386.0,258.8,-0.035591852,1666.6666,1090000.0,654.0,68125.0,,17024.0,0.0002227616,0.1,2.3349614 +402.0,262.24,-0.030089846,1666.6666,1100000.0,660.0,68750.0,,17184.0,0.0002225056,0.1,2.1826663 +398.0,265.72,-0.03315892,1669.173,1110000.0,665.0,69375.0,,17312.0,0.0002223008,0.1,2.3494475 +414.0,269.3,-0.033434276,1669.1505,1120000.0,671.0,70000.0,,17472.0,0.0002220448,0.1,2.2560992 +418.0,272.82,-0.028976412,1671.5977,1130000.0,676.0,70625.0,,17632.0,0.0002217888,0.1,2.166409 +422.0,276.42,-0.03390918,1669.1069,1140000.0,683.0,71250.0,,17792.0,0.0002215328,0.1,2.280362 +436.0,280.18,-0.03405026,1669.0856,1150000.0,689.0,71875.0,,17952.0,0.0002212768,0.1,2.3651876 +436.0,283.98,-0.030252134,1669.0647,1160000.0,695.0,72500.0,,18112.0,0.0002210208,0.1,2.264594 +464.0,288.14,-0.030535597,1666.6666,1170000.0,702.0,73125.0,,18272.0,0.0002207648,0.1,2.120554 +472.0,292.3,-0.028908728,1666.6666,1180000.0,708.0,73750.0,,18432.0,0.0002205088,0.1,2.1138363 +490.0,296.52,-0.032520182,1666.6666,1190000.0,714.0,74375.0,,18592.0,0.0002202528,0.1,2.124399 +484.0,300.62,-0.02573515,1668.9847,1200000.0,719.0,75000.0,,18720.0,0.000220048,0.1,2.04515 +498.0,304.82,-0.028503451,1668.9656,1210000.0,725.0,75625.0,,18880.0,0.000219792,0.1,2.1356683 +468.0,308.78,-0.02925114,1668.9467,1220000.0,731.0,76250.0,,19040.0,0.000219536,0.1,2.095508 +472.0,312.8,-0.02994686,1668.9281,1230000.0,737.0,76875.0,,19200.0,0.00021928,0.1,2.1636815 +450.0,316.52,-0.031391483,1668.9098,1240000.0,743.0,77500.0,,19360.0,0.000219024,0.1,2.1878028 +460.0,320.26,-0.037232015,1668.8918,1250000.0,749.0,78125.0,,19520.0,0.000218768,0.1,2.299939 +436.0,323.6,-0.030679535,1668.8741,1260000.0,755.0,78750.0,,19680.0,0.000218512,0.1,2.2140555 +438.0,326.92,-0.030855391,1668.8568,1270000.0,761.0,79375.0,,19840.0,0.000218256,0.1,2.2977953 +440.0,330.18,-0.030454606,1668.8396,1280000.0,767.0,80000.0,,20000.0,0.000218,0.1,2.2052815 +470.0,333.66,-0.033781804,1670.9845,1290000.0,772.0,80625.0,,20128.0,0.0002177952,0.1,2.2814705 +474.0,336.96,-0.030073121,1670.9512,1300000.0,778.0,81250.0,,20288.0,0.0002175392,0.1,2.0228758 +508.0,340.48,-0.031542625,1670.9183,1310000.0,784.0,81875.0,,20448.0,0.0002172832,0.1,2.1890826 +522.0,344.0,-0.034255013,1670.8861,1320000.0,790.0,82500.0,,20608.0,0.0002170272,0.1,2.264493 +528.0,347.72,-0.032922328,1670.8542,1330000.0,796.0,83125.0,,20768.0,0.0002167712,0.1,2.2566361 +528.0,351.52,-0.032926466,1670.823,1340000.0,802.0,83750.0,,20928.0,0.0002165152,0.1,2.146029 +516.0,354.88,-0.030358894,1672.8624,1350000.0,807.0,84375.0,,21088.0,0.0002162592,0.1,2.2466888 +518.0,358.28,-0.03315725,1670.7617,1360000.0,814.0,85000.0,,21248.0,0.0002160032,0.1,2.2915485 +514.0,361.62,-0.03385982,1672.7717,1370000.0,819.0,85625.0,,21376.0,0.0002157984,0.1,2.3334146 +490.0,364.74,-0.030916817,1672.7273,1380000.0,825.0,86250.0,,21536.0,0.0002155424,0.1,2.2752748 +494.0,368.16,-0.032696735,1672.6835,1390000.0,831.0,86875.0,,21696.0,0.0002152864,0.1,2.1737907 +508.0,371.68,-0.032849345,1672.6404,1400000.0,837.0,87500.0,,21856.0,0.0002150304,0.1,2.05321 +502.0,375.02,-0.032596234,1672.5979,1410000.0,843.0,88125.0,,22016.0,0.0002147744,0.1,2.2029355 +494.0,378.24,-0.031086294,1672.5559,1420000.0,849.0,88750.0,,22176.0,0.0002145184,0.1,2.0988834 +518.0,381.54,-0.026268005,1674.473,1430000.0,854.0,89375.0,,22336.0,0.0002142624,0.1,1.8282557 +530.0,384.98,-0.030177465,1674.4186,1440000.0,860.0,90000.0,,22496.0,0.0002140064,0.1,2.1575487 +542.0,388.38,-0.026220547,1674.3649,1450000.0,866.0,90625.0,,22656.0,0.0002137504,0.1,1.9374938 +562.0,391.78,-0.031715218,1676.2343,1460000.0,871.0,91250.0,,22784.0,0.0002135456,0.1,1.9534988 +580.0,395.18,-0.030942943,1676.1687,1470000.0,877.0,91875.0,,22944.0,0.0002132896,0.1,2.1984992 +600.0,398.6,-0.03180037,1676.1042,1480000.0,883.0,92500.0,,23104.0,0.0002130336,0.1,2.212228 +586.0,401.88,-0.02898092,1676.0405,1490000.0,889.0,93125.0,,23264.0,0.0002127776,0.1,2.0422955 +612.0,405.48,-0.028122928,1675.9777,1500000.0,895.0,93750.0,,23424.0,0.0002125216,0.1,1.9603925 +598.0,408.96,-0.03265651,1674.0576,1510000.0,902.0,94375.0,,23584.0,0.0002122656,0.1,2.244564 +626.0,412.68,-0.033209905,1674.0088,1520000.0,908.0,95000.0,,23744.0,0.0002120096,0.1,2.219715 +622.0,416.14,-0.030182753,1675.7941,1530000.0,913.0,95625.0,,23904.0,0.0002117536,0.1,2.2115598 +624.0,419.66,-0.032166064,1677.5599,1540000.0,918.0,96250.0,,24032.0,0.0002115488,0.1,2.0671773 +626.0,423.2,-0.032754153,1677.4891,1550000.0,924.0,96875.0,,24192.0,0.0002112928,0.1,2.071357 +644.0,426.96,-0.030349417,1677.4193,1560000.0,930.0,97500.0,,24352.0,0.0002110368,0.1,2.112033 +636.0,430.76,-0.03426869,1677.3505,1570000.0,936.0,98125.0,,24512.0,0.0002107808,0.1,2.0878115 +626.0,434.24,-0.031190818,1677.2823,1580000.0,942.0,98750.0,,24672.0,0.0002105248,0.1,2.0473452 +638.0,437.72,-0.03442869,1678.9863,1590000.0,947.0,99375.0,,24832.0,0.0002102688,0.1,2.0569317 +616.0,440.98,-0.03123488,1678.9087,1600000.0,953.0,100000.0,,24992.0,0.0002100128,0.1,2.1790667 +628.0,444.3,-0.030171445,1678.8322,1610000.0,959.0,100625.0,,25152.0,0.0002097568,0.1,2.1099586 +632.0,447.7,-0.033311218,1678.7565,1620000.0,965.0,101250.0,,25312.0,0.0002095008,0.1,2.1196556 +634.0,451.12,-0.030728467,1678.6818,1630000.0,971.0,101875.0,,25440.0,0.000209296,0.1,2.0791612 +644.0,454.52,-0.03208186,1678.608,1640000.0,977.0,102500.0,,25600.0,0.00020904,0.1,1.9970512 +676.0,458.06,-0.02887185,1678.5352,1650000.0,983.0,103125.0,,25760.0,0.000208784,0.1,1.957253 +654.0,461.24,-0.030857246,1678.4631,1660000.0,989.0,103750.0,,25920.0,0.000208528,0.1,2.0935426 +670.0,464.3,-0.031881753,1676.7068,1670000.0,996.0,104375.0,,26080.0,0.000208272,0.1,1.9978942 +676.0,467.3,-0.032466315,1676.6467,1680000.0,1002.0,105000.0,,26240.0,0.000208016,0.1,2.0729134 +692.0,470.38,-0.030925343,1676.5873,1690000.0,1008.0,105625.0,,26400.0,0.00020776,0.1,2.0437915 +660.0,473.16,-0.02933017,1676.5286,1700000.0,1014.0,106250.0,,26560.0,0.000207504,0.1,1.9604931 +676.0,476.3,-0.0322098,1678.1158,1710000.0,1019.0,106875.0,,26688.0,0.0002072992,0.1,2.0396266 +668.0,479.62,-0.02864798,1678.0488,1720000.0,1025.0,107500.0,,26848.0,0.0002070432,0.1,2.011341 +680.0,483.16,-0.027827838,1677.9825,1730000.0,1031.0,108125.0,,27008.0,0.0002067872,0.1,1.9869474 +674.0,486.66,-0.028640687,1677.9171,1740000.0,1037.0,108750.0,,27168.0,0.0002065312,0.1,1.9740996 +712.0,490.52,-0.030941064,1677.8523,1750000.0,1043.0,109375.0,,27328.0,0.0002062752,0.1,2.091191 +716.0,494.16,-0.032045368,1679.3893,1760000.0,1048.0,110000.0,,27488.0,0.0002060192,0.1,1.9019792 +734.0,497.78,-0.02946562,1679.3169,1770000.0,1054.0,110625.0,,27648.0,0.0002057632,0.1,2.154379 +770.0,501.52,-0.029712437,1679.2452,1780000.0,1060.0,111250.0,,27808.0,0.0002055072,0.1,1.8225336 +806.0,505.8,-0.028129578,1680.7512,1790000.0,1065.0,111875.0,,27968.0,0.0002052512,0.1,1.8501277 +792.0,509.82,-0.030115109,1680.6722,1800000.0,1071.0,112500.0,,28096.0,0.0002050464,0.1,1.9294026 +810.0,514.12,-0.031468704,1682.1561,1810000.0,1076.0,113125.0,,28256.0,0.0002047904,0.1,2.0594592 +826.0,518.34,-0.03372063,1680.5171,1820000.0,1083.0,113750.0,,28416.0,0.0002045344,0.1,2.0796313 +874.0,523.1,-0.029064944,1680.4408,1830000.0,1089.0,114375.0,,28576.0,0.0002042784,0.1,1.9978272 +842.0,527.28,-0.030228907,1680.3654,1840000.0,1095.0,115000.0,,28736.0,0.0002040224,0.1,1.8866289 +850.0,531.5,-0.026566727,1680.2906,1850000.0,1101.0,115625.0,,28896.0,0.0002037664,0.1,1.9345973 +848.0,535.7,-0.02709549,1680.2168,1860000.0,1107.0,116250.0,,29056.0,0.0002035104,0.1,2.0750742 +882.0,540.44,-0.031561337,1680.1438,1870000.0,1113.0,116875.0,,29216.0,0.0002032544,0.1,2.0460336 +884.0,545.42,-0.031119986,1680.0715,1880000.0,1119.0,117500.0,,29344.0,0.0002030496,0.1,2.11597 +878.0,550.48,-0.032164574,1678.5079,1890000.0,1126.0,118125.0,,29504.0,0.0002027936,0.1,2.0191858 +926.0,555.94,-0.031038845,1679.9293,1900000.0,1131.0,118750.0,,29664.0,0.0002025376,0.1,1.9700602 +946.0,561.72,-0.03082151,1679.8593,1910000.0,1137.0,119375.0,,29824.0,0.0002022816,0.1,1.9690018 +942.0,567.5,-0.030408774,1679.79,1920000.0,1143.0,120000.0,,29984.0,0.0002020256,0.1,1.8570937 +948.0,573.3,-0.029616319,1679.7216,1930000.0,1149.0,120625.0,,30144.0,0.0002017696,0.1,1.9110417 +980.0,579.5,-0.030825319,1679.6537,1940000.0,1155.0,121250.0,,30304.0,0.0002015136,0.1,1.8618717 +1006.0,586.04,-0.031677026,1679.5865,1950000.0,1161.0,121875.0,,30464.0,0.0002012576,0.1,2.0857837 +1028.0,592.74,-0.029547751,1679.5201,1960000.0,1167.0,122500.0,,30624.0,0.0002010016,0.1,1.8926955 +1026.0,599.56,-0.031842314,1680.8873,1970000.0,1172.0,123125.0,,30752.0,0.0002007968,0.1,2.0654168 +1042.0,606.58,-0.031607676,1679.3893,1980000.0,1179.0,123750.0,,30912.0,0.0002005408,0.1,2.0553708 +1028.0,613.36,-0.030194456,1679.325,1990000.0,1185.0,124375.0,,31072.0,0.0002002848,0.1,1.9418712 +1016.0,620.12,-0.025649743,1679.2611,2000000.0,1191.0,125000.0,,31232.0,0.0002000288,0.1,1.7642969 +1018.0,626.86,-0.02834953,1679.198,2010000.0,1197.0,125625.0,,31392.0,0.0001997728,0.1,1.9145924 +1044.0,633.76,-0.027679093,1679.1355,2020000.0,1203.0,126250.0,,31552.0,0.0001995168,0.1,1.8941936 +1086.0,640.92,-0.03103018,1679.0736,2030000.0,1209.0,126875.0,,31712.0,0.0001992608,0.1,1.933197 +1092.0,648.22,-0.026531825,1679.0123,2040000.0,1215.0,127500.0,,31872.0,0.0001990048,0.1,1.8674326 +1128.0,655.88,-0.029835083,1678.9517,2050000.0,1221.0,128125.0,,32000.0,0.0001988,0.1,1.8885121 +1180.0,663.96,-0.031943917,1678.8916,2060000.0,1227.0,128750.0,,32160.0,0.000198544,0.1,1.9807951 +1206.0,672.36,-0.027706271,1678.8322,2070000.0,1233.0,129375.0,,32320.0,0.000198288,0.1,1.7697655 +1170.0,680.36,-0.026665736,1680.1293,2080000.0,1238.0,130000.0,,32480.0,0.000198032,0.1,1.7967477 +1160.0,688.1,-0.028653756,1680.0643,2090000.0,1244.0,130625.0,,32640.0,0.000197776,0.1,1.7906383 +1154.0,695.62,-0.028954063,1681.3451,2100000.0,1249.0,131250.0,,32800.0,0.00019752,0.1,1.8392267 +1168.0,703.32,-0.027747005,1681.2749,2110000.0,1255.0,131875.0,,32960.0,0.000197264,0.1,1.9204378 +1134.0,710.52,-0.028097652,1679.8732,2120000.0,1262.0,132500.0,,33120.0,0.000197008,0.1,1.9069948 +1160.0,717.94,-0.029727377,1679.8107,2130000.0,1268.0,133125.0,,33280.0,0.000196752,0.1,1.7665782 +1174.0,725.46,-0.027548367,1681.0684,2140000.0,1273.0,133750.0,,33408.0,0.0001965472,0.1,1.8219908 +1216.0,733.26,-0.028177297,1681.0007,2150000.0,1279.0,134375.0,,33568.0,0.0001962912,0.1,1.8518535 +1244.0,741.34,-0.028448401,1680.9338,2160000.0,1285.0,135000.0,,33728.0,0.0001960352,0.1,1.6875718 +1244.0,749.14,-0.0291209,1680.8676,2170000.0,1291.0,135625.0,,33888.0,0.0001957792,0.1,1.7791774 +1254.0,756.96,-0.030004302,1680.8019,2180000.0,1297.0,136250.0,,34048.0,0.0001955232,0.1,1.8575267 +1238.0,764.44,-0.027368084,1680.7368,2190000.0,1303.0,136875.0,,34208.0,0.0001952672,0.1,1.7798724 +1260.0,772.2,-0.0279309,1679.3893,2200000.0,1310.0,137500.0,,34368.0,0.0001950112,0.1,1.855932 +1256.0,779.78,-0.032284096,1679.3313,2210000.0,1316.0,138125.0,,34528.0,0.0001947552,0.1,1.864836 +1246.0,787.56,-0.031750493,1680.545,2220000.0,1321.0,138750.0,,34656.0,0.0001945504,0.1,2.0343547 +1238.0,795.22,-0.028297251,1680.4823,2230000.0,1327.0,139375.0,,34816.0,0.0001942944,0.1,1.7732526 +1240.0,803.12,-0.02773627,1680.4202,2240000.0,1333.0,140000.0,,34976.0,0.0001940384,0.1,1.741051 +1276.0,811.28,-0.028343197,1680.3585,2250000.0,1339.0,140625.0,,35136.0,0.0001937824,0.1,1.687962 +1324.0,820.16,-0.03061622,1680.2974,2260000.0,1345.0,141250.0,,35296.0,0.0001935264,0.1,1.7069616 +1352.0,829.3,-0.029347623,1681.4814,2270000.0,1350.0,141875.0,,35456.0,0.0001932704,0.1,1.7834445 +1374.0,838.64,-0.024964085,1681.4159,2280000.0,1356.0,142500.0,,35616.0,0.0001930144,0.1,1.6358577 +1408.0,848.02,-0.02732803,1681.351,2290000.0,1362.0,143125.0,,35776.0,0.0001927584,0.1,1.6904066 +1412.0,857.4,-0.02670952,1681.2865,2300000.0,1368.0,143750.0,,35936.0,0.0001925024,0.1,1.6851641 +1394.0,866.26,-0.029579308,1682.4471,2310000.0,1373.0,144375.0,,36064.0,0.0001922976,0.1,1.727185 +1386.0,874.9,-0.02628983,1682.3785,2320000.0,1379.0,145000.0,,36224.0,0.0001920416,0.1,1.8066676 +1358.0,883.2,-0.02538979,1683.526,2330000.0,1384.0,145625.0,,36384.0,0.0001917856,0.1,1.586534 +1342.0,891.34,-0.026854033,1683.4532,2340000.0,1390.0,146250.0,,36544.0,0.0001915296,0.1,1.6746621 +1344.0,899.62,-0.027240552,1683.3811,2350000.0,1396.0,146875.0,,36704.0,0.0001912736,0.1,1.6794972 +1322.0,907.66,-0.027767176,1682.1097,2360000.0,1403.0,147500.0,,36864.0,0.0001910176,0.1,1.7508692 +1340.0,915.92,-0.028862095,1682.044,2370000.0,1409.0,148125.0,,37024.0,0.0001907616,0.1,1.6360462 +1320.0,924.22,-0.027477311,1680.791,2380000.0,1416.0,148750.0,,37184.0,0.0001905056,0.1,1.6499851 +1322.0,932.5,-0.022374572,1680.7313,2390000.0,1422.0,149375.0,,37312.0,0.0001903008,0.1,1.5807714 +1346.0,940.88,-0.028853834,1680.6722,2400000.0,1428.0,150000.0,,37472.0,0.0001900448,0.1,1.6067653 +1318.0,949.04,-0.02795911,1680.6136,2410000.0,1434.0,150625.0,,37632.0,0.0001897888,0.1,1.6745385 +1332.0,957.42,-0.02848555,1680.5555,2420000.0,1440.0,151250.0,,37792.0,0.0001895328,0.1,1.7693121 +1330.0,965.54,-0.027270593,1680.4979,2430000.0,1446.0,151875.0,,37952.0,0.0001892768,0.1,1.6263251 +1360.0,973.84,-0.028526843,1679.2842,2440000.0,1453.0,152500.0,,38112.0,0.0001890208,0.1,1.644463 +1378.0,982.2,-0.02686914,1679.2323,2450000.0,1459.0,153125.0,,38272.0,0.0001887648,0.1,1.6047233 +1394.0,990.52,-0.026059238,1679.1809,2460000.0,1465.0,153750.0,,38432.0,0.0001885088,0.1,1.5794992 +1420.0,998.92,-0.027554858,1679.1299,2470000.0,1471.0,154375.0,,38592.0,0.0001882528,0.1,1.6422254 +1424.0,1007.16,-0.028483061,1680.2168,2480000.0,1476.0,155000.0,,38720.0,0.000188048,0.1,1.6883392 +1440.0,1015.7,-0.026004251,1680.162,2490000.0,1482.0,155625.0,,38880.0,0.000187792,0.1,1.5781329 +1454.0,1024.12,-0.027786952,1680.1075,2500000.0,1488.0,156250.0,,39040.0,0.000187536,0.1,1.6045433 +1428.0,1032.42,-0.02819924,1680.0536,2510000.0,1494.0,156875.0,,39200.0,0.00018728,0.1,1.7480283 +1432.0,1040.48,-0.028465055,1681.1207,2520000.0,1499.0,157500.0,,39360.0,0.000187024,0.1,1.7377988 +1426.0,1048.52,-0.027215872,1681.0631,2530000.0,1505.0,158125.0,,39520.0,0.000186768,0.1,1.6261824 +1404.0,1056.32,-0.030210223,1679.8942,2540000.0,1512.0,158750.0,,39680.0,0.000186512,0.1,1.7514992 +1418.0,1064.24,-0.025606655,1679.8419,2550000.0,1518.0,159375.0,,39840.0,0.000186256,0.1,1.7061045 +1392.0,1071.72,-0.028602963,1679.79,2560000.0,1524.0,160000.0,,40000.0,0.000186,0.1,1.6429024 +1370.0,1079.06,-0.028168114,1680.8372,2570000.0,1529.0,160625.0,,40128.0,0.0001857952,0.1,1.6477007 +1368.0,1086.48,-0.030071698,1680.7817,2580000.0,1535.0,161250.0,,40288.0,0.0001855392,0.1,1.7671144 +1312.0,1093.22,-0.026647663,1681.8182,2590000.0,1540.0,161875.0,,40448.0,0.0001852832,0.1,1.6565912 +1342.0,1100.48,-0.031054007,1681.7594,2600000.0,1546.0,162500.0,,40608.0,0.0001850272,0.1,1.8053823 +1356.0,1107.76,-0.028447358,1681.701,2610000.0,1552.0,163125.0,,40768.0,0.0001847712,0.1,1.6663334 +1370.0,1115.14,-0.031167312,1681.6432,2620000.0,1558.0,163750.0,,40928.0,0.0001845152,0.1,1.9162879 +1412.0,1122.92,-0.0268107,1681.5857,2630000.0,1564.0,164375.0,,41088.0,0.0001842592,0.1,1.708669 +1418.0,1130.66,-0.031248448,1681.5287,2640000.0,1570.0,165000.0,,41248.0,0.0001840032,0.1,1.7328506 +1442.0,1138.32,-0.029724412,1682.5397,2650000.0,1575.0,165625.0,,41376.0,0.0001837984,0.1,1.9299614 +1454.0,1146.32,-0.028837377,1682.4795,2660000.0,1581.0,166250.0,,41536.0,0.0001835424,0.1,1.7490568 +1444.0,1154.06,-0.029134292,1682.4197,2670000.0,1587.0,166875.0,,41696.0,0.0001832864,0.1,1.9719917 +1446.0,1161.76,-0.0271502,1682.3604,2680000.0,1593.0,167500.0,,41856.0,0.0001830304,0.1,1.6929065 +1448.0,1169.32,-0.031452145,1682.3014,2690000.0,1599.0,168125.0,,42016.0,0.0001827744,0.1,1.7759066 +1440.0,1177.12,-0.030796595,1682.243,2700000.0,1605.0,168750.0,,42176.0,0.0001825184,0.1,1.711312 +1438.0,1184.74,-0.029482841,1682.1849,2710000.0,1611.0,169375.0,,42336.0,0.0001822624,0.1,1.7070316 +1472.0,1192.78,-0.028780159,1683.1683,2720000.0,1616.0,170000.0,,42496.0,0.0001820064,0.1,1.7093331 +1494.0,1200.92,-0.02906165,1683.1073,2730000.0,1622.0,170625.0,,42656.0,0.0001817504,0.1,1.7748708 +1518.0,1209.36,-0.02924186,1684.0812,2740000.0,1627.0,171250.0,,42784.0,0.0001815456,0.1,1.6613693 +1532.0,1217.56,-0.027677067,1684.0171,2750000.0,1633.0,171875.0,,42944.0,0.0001812896,0.1,1.5148118 +1534.0,1225.74,-0.028849037,1683.9536,2760000.0,1639.0,172500.0,,43104.0,0.0001810336,0.1,1.7522823 +1556.0,1233.96,-0.027178455,1683.8906,2770000.0,1645.0,173125.0,,43264.0,0.0001807776,0.1,1.6071433 +1552.0,1241.78,-0.027446792,1683.828,2780000.0,1651.0,173750.0,,43424.0,0.0001805216,0.1,1.6716683 +1540.0,1249.12,-0.02626352,1683.7659,2790000.0,1657.0,174375.0,,43584.0,0.0001802656,0.1,1.6206342 +1548.0,1256.68,-0.027687343,1683.7041,2800000.0,1663.0,175000.0,,43744.0,0.0001800096,0.1,1.7230828 +1536.0,1263.94,-0.02677824,1683.643,2810000.0,1669.0,175625.0,,43904.0,0.0001797536,0.1,1.6739056 +1508.0,1270.76,-0.026609726,1684.5878,2820000.0,1674.0,176250.0,,44032.0,0.0001795488,0.1,1.5651219 +1490.0,1276.92,-0.025928447,1684.5238,2830000.0,1680.0,176875.0,,44192.0,0.0001792928,0.1,1.5687475 +1486.0,1283.36,-0.02347817,1684.4602,2840000.0,1686.0,177500.0,,44352.0,0.0001790368,0.1,1.558888 +1496.0,1289.82,-0.027655493,1684.3972,2850000.0,1692.0,178125.0,,44512.0,0.0001787808,0.1,1.6546669 +1494.0,1296.28,-0.027958747,1684.3345,2860000.0,1698.0,178750.0,,44672.0,0.0001785248,0.1,1.6297269 +1506.0,1302.52,-0.025563462,1684.2723,2870000.0,1704.0,179375.0,,44832.0,0.0001782688,0.1,1.617149 +1524.0,1308.92,-0.029204596,1684.2106,2880000.0,1710.0,180000.0,,44992.0,0.0001780128,0.1,1.655534 +1528.0,1315.42,-0.02659402,1684.1492,2890000.0,1716.0,180625.0,,45152.0,0.0001777568,0.1,1.6590385 +1554.0,1321.7,-0.028216645,1684.0883,2900000.0,1722.0,181250.0,,45312.0,0.0001775008,0.1,1.6214979 +1554.0,1327.78,-0.02854207,1685.0029,2910000.0,1727.0,181875.0,,45440.0,0.000177296,0.1,1.6287563 +1548.0,1333.84,-0.027033703,1685.9122,2920000.0,1732.0,182500.0,,45600.0,0.00017704,0.1,1.7166529 +1542.0,1339.78,-0.028857667,1685.8458,2930000.0,1738.0,183125.0,,45760.0,0.000176784,0.1,1.6204304 +1526.0,1345.24,-0.027783623,1685.7798,2940000.0,1744.0,183750.0,,45920.0,0.000176528,0.1,1.6413475 +1520.0,1350.38,-0.026234932,1685.7142,2950000.0,1750.0,184375.0,,46080.0,0.000176272,0.1,1.6951828 +1528.0,1355.38,-0.026618872,1685.6492,2960000.0,1756.0,185000.0,,46240.0,0.000176016,0.1,1.5581965 +1512.0,1360.24,-0.029976647,1685.5846,2970000.0,1762.0,185625.0,,46400.0,0.00017576,0.1,1.713843 +1526.0,1365.08,-0.026225777,1685.5204,2980000.0,1768.0,186250.0,,46560.0,0.000175504,0.1,1.6063973 +1538.0,1370.18,-0.028576655,1686.4072,2990000.0,1773.0,186875.0,,46688.0,0.0001752992,0.1,1.5305703 +1526.0,1375.28,-0.028081603,1686.3407,3000000.0,1779.0,187500.0,,46848.0,0.0001750432,0.1,1.6419941 +1552.0,1380.62,-0.028442929,1686.2745,3010000.0,1785.0,188125.0,,47008.0,0.0001747872,0.1,1.6628458 +1552.0,1385.7,-0.028566107,1686.2089,3020000.0,1791.0,188750.0,,47168.0,0.0001745312,0.1,1.5457276 +1554.0,1390.38,-0.027534412,1687.0824,3030000.0,1796.0,189375.0,,47328.0,0.0001742752,0.1,1.7327874 +1546.0,1394.92,-0.028282093,1687.0144,3040000.0,1802.0,190000.0,,47488.0,0.0001740192,0.1,1.7895365 +1556.0,1399.2,-0.02528435,1686.0144,3050000.0,1809.0,190625.0,,47648.0,0.0001737632,0.1,1.6806529 +1574.0,1403.14,-0.0271206,1685.9504,3060000.0,1815.0,191250.0,,47808.0,0.0001735072,0.1,1.6009538 +1586.0,1406.94,-0.029411718,1685.8868,3070000.0,1821.0,191875.0,,47968.0,0.0001732512,0.1,1.6215183 +1576.0,1411.0,-0.026175592,1685.8237,3080000.0,1827.0,192500.0,,48096.0,0.0001730464,0.1,1.6556158 +1614.0,1415.54,-0.028905937,1684.8419,3090000.0,1834.0,193125.0,,48256.0,0.0001727904,0.1,1.6155369 +1612.0,1420.12,-0.025225937,1684.7826,3100000.0,1840.0,193750.0,,48416.0,0.0001725344,0.1,1.4537488 +1626.0,1424.7,-0.025485182,1685.6368,3110000.0,1845.0,194375.0,,48576.0,0.0001722784,0.1,1.5856462 +1614.0,1429.5,-0.03003133,1685.5753,3120000.0,1851.0,195000.0,,48736.0,0.0001720224,0.1,1.5652509 +1610.0,1434.0,-0.030730695,1685.5143,3130000.0,1857.0,195625.0,,48896.0,0.0001717664,0.1,1.4294977 +1608.0,1438.34,-0.028225522,1685.4536,3140000.0,1863.0,196250.0,,49056.0,0.0001715104,0.1,1.6096642 +1600.0,1442.18,-0.029227093,1685.3933,3150000.0,1869.0,196875.0,,49216.0,0.0001712544,0.1,1.649934 +1586.0,1445.6,-0.026523728,1686.2327,3160000.0,1874.0,197500.0,,49344.0,0.0001710496,0.1,1.7645959 +1600.0,1449.16,-0.028149104,1686.1702,3170000.0,1880.0,198125.0,,49504.0,0.0001707936,0.1,1.6958609 +1590.0,1452.52,-0.029081088,1685.2146,3180000.0,1887.0,198750.0,,49664.0,0.0001705376,0.1,1.6959748 +1604.0,1456.18,-0.029663473,1685.1559,3190000.0,1893.0,199375.0,,49824.0,0.0001702816,0.1,1.6405172 +1632.0,1459.9,-0.02940396,1685.0974,3200000.0,1899.0,200000.0,,49984.0,0.0001700256,0.1,1.7458253 +1620.0,1463.54,-0.02828581,1685.0394,3210000.0,1905.0,200625.0,,50144.0,0.0001697696,0.1,1.7292192 +1616.0,1467.24,-0.02796209,1684.9817,3220000.0,1911.0,201250.0,,50304.0,0.0001695136,0.1,1.5961785 +1608.0,1470.94,-0.02850204,1684.9243,3230000.0,1917.0,201875.0,,50464.0,0.0001692576,0.1,1.5397327 +1598.0,1474.52,-0.028375635,1684.8674,3240000.0,1923.0,202500.0,,50624.0,0.0001690016,0.1,1.5970033 +1574.0,1477.5,-0.028712556,1685.6847,3250000.0,1928.0,203125.0,,50752.0,0.0001687968,0.1,1.6663735 +1566.0,1479.92,-0.028568313,1685.6256,3260000.0,1934.0,203750.0,,50912.0,0.0001685408,0.1,1.4706924 +1564.0,1482.04,-0.03028626,1686.4363,3270000.0,1939.0,204375.0,,51072.0,0.0001682848,0.1,1.5984545 +1578.0,1484.08,-0.028335094,1686.3754,3280000.0,1945.0,205000.0,,51232.0,0.0001680288,0.1,1.576753 +1598.0,1485.98,-0.028877154,1686.3147,3290000.0,1951.0,205625.0,,51392.0,0.0001677728,0.1,1.5516002 +1606.0,1487.92,-0.024106724,1686.2545,3300000.0,1957.0,206250.0,,51552.0,0.0001675168,0.1,1.5856576 +1618.0,1490.16,-0.025353784,1687.0541,3310000.0,1962.0,206875.0,,51712.0,0.0001672608,0.1,1.5639544 +1638.0,1492.68,-0.028368624,1686.9918,3320000.0,1968.0,207500.0,,51872.0,0.0001670048,0.1,1.5168586 +1634.0,1495.44,-0.028332675,1686.93,3330000.0,1974.0,208125.0,,52000.0,0.0001668,0.1,1.5574142 +1648.0,1498.5,-0.024862327,1686.8687,3340000.0,1980.0,208750.0,,52160.0,0.000166544,0.1,1.4445308 +1640.0,1501.46,-0.024249118,1686.8076,3350000.0,1986.0,209375.0,,52320.0,0.000166288,0.1,1.4552162 +1646.0,1504.7,-0.02761228,1687.5941,3360000.0,1991.0,210000.0,,52480.0,0.000166032,0.1,1.5737455 +1642.0,1507.72,-0.02765798,1687.5312,3370000.0,1997.0,210625.0,,52640.0,0.000165776,0.1,1.4767854 +1624.0,1510.76,-0.02590835,1687.4688,3380000.0,2003.0,211250.0,,52800.0,0.00016552,0.1,1.5561719 +1614.0,1513.68,-0.02633516,1687.4066,3390000.0,2009.0,211875.0,,52960.0,0.000165264,0.1,1.4527321 +1638.0,1516.6,-0.022436637,1688.1827,3400000.0,2014.0,212500.0,,53120.0,0.000165008,0.1,1.4480362 +1622.0,1519.64,-0.026984006,1688.1188,3410000.0,2020.0,213125.0,,53280.0,0.000164752,0.1,1.437391 +1634.0,1522.66,-0.02435156,1688.8889,3420000.0,2025.0,213750.0,,53408.0,0.0001645472,0.1,1.406424 +1634.0,1525.7,-0.026847005,1687.9921,3430000.0,2032.0,214375.0,,53568.0,0.0001642912,0.1,1.3895519 +1646.0,1528.56,-0.025722116,1687.9293,3440000.0,2038.0,215000.0,,53728.0,0.0001640352,0.1,1.4895709 +1686.0,1531.64,-0.025198933,1687.867,3450000.0,2044.0,215625.0,,53888.0,0.0001637792,0.1,1.5485685 +1672.0,1534.42,-0.027822208,1687.8049,3460000.0,2050.0,216250.0,,54048.0,0.0001635232,0.1,1.5401775 +1676.0,1536.98,-0.024974043,1687.7432,3470000.0,2056.0,216875.0,,54208.0,0.0001632672,0.1,1.4407597 +1656.0,1539.3,-0.027754754,1687.6819,3480000.0,2062.0,217500.0,,54368.0,0.0001630112,0.1,1.3742751 +1634.0,1541.24,-0.023069626,1687.6208,3490000.0,2068.0,218125.0,,54528.0,0.0001627552,0.1,1.4104991 +1630.0,1543.0,-0.023269055,1688.3744,3500000.0,2073.0,218750.0,,54656.0,0.0001625504,0.1,1.3472394 +1598.0,1544.7,-0.024410134,1688.3116,3510000.0,2079.0,219375.0,,54816.0,0.0001622944,0.1,1.4503007 +1604.0,1546.42,-0.02685681,1688.2494,3520000.0,2085.0,220000.0,,54976.0,0.0001620384,0.1,1.4524703 +1618.0,1548.34,-0.022440609,1688.9952,3530000.0,2090.0,220625.0,,55136.0,0.0001617824,0.1,1.429122 +1622.0,1550.52,-0.023861095,1688.9313,3540000.0,2096.0,221250.0,,55296.0,0.0001615264,0.1,1.4567099 +1612.0,1552.46,-0.025605453,1688.8678,3550000.0,2102.0,221875.0,,55456.0,0.0001612704,0.1,1.3583717 +1612.0,1554.66,-0.025949068,1688.8046,3560000.0,2108.0,222500.0,,55616.0,0.0001610144,0.1,1.4191257 +1598.0,1556.94,-0.026412161,1688.7417,3570000.0,2114.0,223125.0,,55776.0,0.0001607584,0.1,1.3183706 +1620.0,1559.46,-0.021426726,1688.6792,3580000.0,2120.0,223750.0,,55936.0,0.0001605024,0.1,1.4620249 +1596.0,1562.3,-0.026072098,1688.6171,3590000.0,2126.0,224375.0,,56064.0,0.0001602976,0.1,1.3387603 +1578.0,1564.66,-0.024252245,1688.5553,3600000.0,2132.0,225000.0,,56224.0,0.0001600416,0.1,1.386625 +1582.0,1566.92,-0.026111454,1688.4939,3610000.0,2138.0,225625.0,,56384.0,0.0001597856,0.1,1.4970788 +1604.0,1569.26,-0.024901498,1688.4329,3620000.0,2144.0,226250.0,,56544.0,0.0001595296,0.1,1.5512569 +1592.0,1571.06,-0.02479884,1688.3721,3630000.0,2150.0,226875.0,,56704.0,0.0001592736,0.1,1.5780354 +1590.0,1572.78,-0.025504755,1688.3116,3640000.0,2156.0,227500.0,,56864.0,0.0001590176,0.1,1.5084206 +1602.0,1574.38,-0.029017134,1688.2516,3650000.0,2162.0,228125.0,,57024.0,0.0001587616,0.1,1.562981 +1608.0,1575.92,-0.027280468,1688.1919,3660000.0,2168.0,228750.0,,57184.0,0.0001585056,0.1,1.6580999 +1578.0,1577.26,-0.030029418,1688.9093,3670000.0,2173.0,229375.0,,57312.0,0.0001583008,0.1,1.5095005 +1600.0,1578.8,-0.024656208,1688.0734,3680000.0,2180.0,230000.0,,57472.0,0.0001580448,0.1,1.4626696 +1584.0,1580.16,-0.027483247,1688.0146,3690000.0,2186.0,230625.0,,57632.0,0.0001577888,0.1,1.5479473 +1602.0,1581.78,-0.025144,1687.1865,3700000.0,2193.0,231250.0,,57792.0,0.0001575328,0.1,1.5348128 +1586.0,1583.26,-0.026425932,1687.1305,3710000.0,2199.0,231875.0,,57952.0,0.0001572768,0.1,1.4904497 +1564.0,1584.18,-0.02803361,1687.0748,3720000.0,2205.0,232500.0,,58112.0,0.0001570208,0.1,1.6454034 +1578.0,1585.02,-0.029003266,1687.0194,3730000.0,2211.0,233125.0,,58272.0,0.0001567648,0.1,1.5101595 +1588.0,1585.72,-0.024996731,1686.9644,3740000.0,2217.0,233750.0,,58432.0,0.0001565088,0.1,1.4880171 +1584.0,1586.24,-0.029438201,1686.9095,3750000.0,2223.0,234375.0,,58592.0,0.0001562528,0.1,1.594656 +1574.0,1586.64,-0.02665664,1686.8551,3760000.0,2229.0,235000.0,,58720.0,0.000156048,0.1,1.449099 +1564.0,1586.72,-0.026319755,1687.5559,3770000.0,2234.0,235625.0,,58880.0,0.000155792,0.1,1.4801027 +1570.0,1586.9,-0.027983436,1687.5,3780000.0,2240.0,236250.0,,59040.0,0.000155536,0.1,1.4876022 +1570.0,1587.2,-0.029315565,1687.4443,3790000.0,2246.0,236875.0,,59200.0,0.00015528,0.1,1.5283449 +1564.0,1587.36,-0.024669062,1687.389,3800000.0,2252.0,237500.0,,59360.0,0.000155024,0.1,1.4005499 +1574.0,1587.74,-0.0274687,1687.334,3810000.0,2258.0,238125.0,,59520.0,0.000154768,0.1,1.5126598 +1594.0,1588.6,-0.024720404,1687.2792,3820000.0,2264.0,238750.0,,59680.0,0.000154512,0.1,1.4049098 +1594.0,1589.64,-0.026158307,1687.2246,3830000.0,2270.0,239375.0,,59840.0,0.000154256,0.1,1.4750843 +1610.0,1590.88,-0.024849089,1687.1705,3840000.0,2276.0,240000.0,,60000.0,0.000154,0.1,1.5288467 +1616.0,1592.08,-0.026441477,1687.1166,3850000.0,2282.0,240625.0,,60128.0,0.0001537952,0.1,1.2862722 +1626.0,1593.4,-0.02563497,1686.3259,3860000.0,2289.0,241250.0,,60288.0,0.0001535392,0.1,1.2905911 +1640.0,1594.74,-0.024084821,1686.2745,3870000.0,2295.0,241875.0,,60448.0,0.0001532832,0.1,1.4003874 +1646.0,1595.96,-0.024814686,1686.2234,3880000.0,2301.0,242500.0,,60608.0,0.0001530272,0.1,1.2344816 +1634.0,1597.02,-0.026165491,1686.1725,3890000.0,2307.0,243125.0,,60768.0,0.0001527712,0.1,1.3605096 +1654.0,1598.02,-0.024268929,1686.122,3900000.0,2313.0,243750.0,,60928.0,0.0001525152,0.1,1.3128074 +1666.0,1599.14,-0.0248064,1686.0715,3910000.0,2319.0,244375.0,,61088.0,0.0001522592,0.1,1.3299686 +1696.0,1600.62,-0.025894953,1686.0215,3920000.0,2325.0,245000.0,,61248.0,0.0001520032,0.1,1.3628771 +1698.0,1602.18,-0.026392894,1686.6953,3930000.0,2330.0,245625.0,,61376.0,0.0001517984,0.1,1.5602528 +1702.0,1603.94,-0.026180781,1685.9221,3940000.0,2337.0,246250.0,,61536.0,0.0001515424,0.1,1.5323439 +1724.0,1605.98,-0.026355468,1685.8728,3950000.0,2343.0,246875.0,,61696.0,0.0001512864,0.1,1.443395 +1706.0,1607.76,-0.026138624,1685.8237,3960000.0,2349.0,247500.0,,61856.0,0.0001510304,0.1,1.4553174 +1692.0,1609.56,-0.027592462,1685.7749,3970000.0,2355.0,248125.0,,62016.0,0.0001507744,0.1,1.4232846 +1694.0,1611.24,-0.02323334,1685.7264,3980000.0,2361.0,248750.0,,62176.0,0.0001505184,0.1,1.3810658 +1698.0,1612.84,-0.025155846,1685.6781,3990000.0,2367.0,249375.0,,62336.0,0.0001502624,0.1,1.3754742 +1634.0,1613.92,-0.025201784,1685.63,4000000.0,2373.0,250000.0,,62496.0,0.0001500064,0.1,1.4851694 +1626.0,1614.66,-0.026061155,1685.5822,4010000.0,2379.0,250625.0,,62656.0,0.0001497504,0.1,1.4766662 +1610.0,1615.24,-0.026679503,1686.2416,4020000.0,2384.0,251250.0,,62784.0,0.0001495456,0.1,1.5226922 +1588.0,1615.58,-0.024293901,1686.1925,4030000.0,2390.0,251875.0,,62944.0,0.0001492896,0.1,1.5522724 +1580.0,1615.92,-0.026956476,1686.1436,4040000.0,2396.0,252500.0,,63104.0,0.0001490336,0.1,1.3991786 +1586.0,1616.22,-0.027392143,1686.095,4050000.0,2402.0,253125.0,,63264.0,0.0001487776,0.1,1.5153952 +1590.0,1616.38,-0.025647752,1685.3466,4060000.0,2409.0,253750.0,,63424.0,0.0001485216,0.1,1.5159355 +1606.0,1616.58,-0.027031075,1685.3002,4070000.0,2415.0,254375.0,,63584.0,0.0001482656,0.1,1.554749 +1606.0,1616.88,-0.026647663,1685.254,4080000.0,2421.0,255000.0,,63744.0,0.0001480096,0.1,1.4701461 +1624.0,1616.98,-0.02712669,1685.2081,4090000.0,2427.0,255625.0,,63904.0,0.0001477536,0.1,1.4636337 +1634.0,1617.2,-0.023604019,1685.8552,4100000.0,2432.0,256250.0,,64032.0,0.0001475488,0.1,1.2927469 +1616.0,1617.1,-0.026987515,1685.808,4110000.0,2438.0,256875.0,,64192.0,0.0001472928,0.1,1.2131162 +1606.0,1617.02,-0.023752619,1685.7611,4120000.0,2444.0,257500.0,,64352.0,0.0001470368,0.1,1.3974035 +1608.0,1617.0,-0.027620193,1685.7142,4130000.0,2450.0,258125.0,,64512.0,0.0001467808,0.1,1.3917321 +1628.0,1617.2,-0.026758913,1684.9817,4140000.0,2457.0,258750.0,,64672.0,0.0001465248,0.1,1.4085058 +1614.0,1617.34,-0.024006987,1684.937,4150000.0,2463.0,259375.0,,64832.0,0.0001462688,0.1,1.2187374 +1582.0,1617.3,-0.026248006,1684.2106,4160000.0,2470.0,260000.0,,64992.0,0.0001460128,0.1,1.4604453 +1598.0,1617.28,-0.027460942,1684.168,4170000.0,2476.0,260625.0,,65152.0,0.0001457568,0.1,1.5969791 +1616.0,1617.54,-0.02257868,1684.1257,4180000.0,2482.0,261250.0,,65312.0,0.0001455008,0.1,1.3896521 +1608.0,1617.58,-0.026371151,1684.7607,4190000.0,2487.0,261875.0,,65440.0,0.000145296,0.1,1.5145293 +1614.0,1617.4,-0.025790738,1684.7172,4200000.0,2493.0,262500.0,,65600.0,0.00014504,0.1,1.3262248 +1596.0,1617.16,-0.023571422,1684.0,4210000.0,2500.0,263125.0,,65760.0,0.000144784,0.1,1.484793 +1616.0,1617.16,-0.027869128,1684.6307,4220000.0,2505.0,263750.0,,65920.0,0.000144528,0.1,1.41384 +1614.0,1617.22,-0.026370345,1683.9172,4230000.0,2512.0,264375.0,,66080.0,0.000144272,0.1,1.4575666 +1624.0,1617.48,-0.026930017,1683.8761,4240000.0,2518.0,265000.0,,66240.0,0.000144016,0.1,1.3693495 +1632.0,1618.06,-0.023919618,1683.8352,4250000.0,2524.0,265625.0,,66400.0,0.00014376,0.1,1.4281478 +1636.0,1618.76,-0.026811965,1684.4602,4260000.0,2529.0,266250.0,,66560.0,0.000143504,0.1,1.4937038 +1614.0,1619.26,-0.024970457,1684.4181,4270000.0,2535.0,266875.0,,66688.0,0.0001432992,0.1,1.4210784 +1614.0,1619.62,-0.02391788,1684.3762,4280000.0,2541.0,267500.0,,66848.0,0.0001430432,0.1,1.4590795 +1610.0,1619.74,-0.024628628,1684.3345,4290000.0,2547.0,268125.0,,67008.0,0.0001427872,0.1,1.4629283 +1598.0,1619.66,-0.027008368,1684.293,4300000.0,2553.0,268750.0,,67168.0,0.0001425312,0.1,1.3359586 +1588.0,1619.36,-0.02577759,1683.5938,4310000.0,2560.0,269375.0,,67328.0,0.0001422752,0.1,1.3376671 +1592.0,1618.9,-0.026091745,1684.2106,4320000.0,2565.0,270000.0,,67488.0,0.0001420192,0.1,1.4846613 +1604.0,1618.6,-0.0285991,1684.1696,4330000.0,2571.0,270625.0,,67648.0,0.0001417632,0.1,1.4909469 +1622.0,1618.34,-0.025162935,1683.4756,4340000.0,2578.0,271250.0,,67808.0,0.0001415072,0.1,1.4600983 +1628.0,1618.22,-0.026081225,1683.4365,4350000.0,2584.0,271875.0,,67968.0,0.0001412512,0.1,1.4649944 +1642.0,1618.18,-0.023466073,1683.3977,4360000.0,2590.0,272500.0,,68096.0,0.0001410464,0.1,1.3979928 +1664.0,1618.4,-0.027199017,1684.0077,4370000.0,2595.0,273125.0,,68256.0,0.0001407904,0.1,1.4219003 +1662.0,1618.78,-0.026310202,1683.9677,4380000.0,2601.0,273750.0,,68416.0,0.0001405344,0.1,1.4216402 +1672.0,1619.36,-0.02643735,1683.2822,4390000.0,2608.0,274375.0,,68576.0,0.0001402784,0.1,1.4554548 +1676.0,1619.74,-0.0271173,1683.244,4400000.0,2614.0,275000.0,,68736.0,0.0001400224,0.1,1.4491367 +1666.0,1620.18,-0.028305084,1683.8488,4410000.0,2619.0,275625.0,,68896.0,0.0001397664,0.1,1.4205127 +1664.0,1620.48,-0.026024602,1683.8096,4420000.0,2625.0,276250.0,,69056.0,0.0001395104,0.1,1.343672 +1658.0,1620.72,-0.025727933,1683.1307,4430000.0,2632.0,276875.0,,69216.0,0.0001392544,0.1,1.471678 +1644.0,1620.7,-0.027908456,1683.7316,4440000.0,2637.0,277500.0,,69344.0,0.0001390496,0.1,1.4555893 +1604.0,1619.88,-0.02654622,1683.6927,4450000.0,2643.0,278125.0,,69504.0,0.0001387936,0.1,1.5015056 +1584.0,1619.0,-0.027898377,1683.6542,4460000.0,2649.0,278750.0,,69664.0,0.0001385376,0.1,1.5271294 +1590.0,1618.14,-0.029248882,1683.6158,4470000.0,2655.0,279375.0,,69824.0,0.0001382816,0.1,1.4675322 +1600.0,1617.58,-0.027423518,1683.5776,4480000.0,2661.0,280000.0,,69984.0,0.0001380256,0.1,1.4930474 +1598.0,1617.22,-0.028968656,1683.5396,4490000.0,2667.0,280625.0,,70144.0,0.0001377696,0.1,1.4932785 +1602.0,1616.94,-0.023545114,1682.8721,4500000.0,2674.0,281250.0,,70304.0,0.0001375136,0.1,1.4988518 +1620.0,1617.16,-0.026268963,1682.8358,4510000.0,2680.0,281875.0,,70464.0,0.0001372576,0.1,1.4459243 +1652.0,1617.64,-0.025652783,1682.7997,4520000.0,2686.0,282500.0,,70624.0,0.0001370016,0.1,1.3328843 +1640.0,1617.86,-0.02515424,1682.7638,4530000.0,2692.0,283125.0,,70752.0,0.0001367968,0.1,1.4341911 +1640.0,1618.04,-0.02736982,1683.3519,4540000.0,2697.0,283750.0,,70912.0,0.0001365408,0.1,1.4542203 +1664.0,1618.56,-0.023247615,1682.6923,4550000.0,2704.0,284375.0,,71072.0,0.0001362848,0.1,1.421891 +1662.0,1619.06,-0.027964275,1683.278,4560000.0,2709.0,285000.0,,71232.0,0.0001360288,0.1,1.4818255 +1648.0,1619.56,-0.024616929,1683.2412,4570000.0,2715.0,285625.0,,71392.0,0.0001357728,0.1,1.3710918 +1626.0,1619.62,-0.02636784,1683.2047,4580000.0,2721.0,286250.0,,71552.0,0.0001355168,0.1,1.3820002 +1620.0,1619.86,-0.026921947,1683.1683,4590000.0,2727.0,286875.0,,71712.0,0.0001352608,0.1,1.4359729 +1632.0,1620.4,-0.025526034,1683.1321,4600000.0,2733.0,287500.0,,71872.0,0.0001350048,0.1,1.524523 +1604.0,1620.62,-0.026276821,1683.0961,4610000.0,2739.0,288125.0,,72000.0,0.0001348,0.1,1.447926 +1604.0,1620.62,-0.02878238,1683.06,4620000.0,2745.0,288750.0,,72160.0,0.000134544,0.1,1.5558698 +1624.0,1620.94,-0.025378175,1683.6364,4630000.0,2750.0,289375.0,,72320.0,0.000134288,0.1,1.4338 +1644.0,1621.48,-0.027504735,1683.5994,4640000.0,2756.0,290000.0,,72480.0,0.000134032,0.1,1.5037092 +1642.0,1621.88,-0.026657447,1683.5626,4650000.0,2762.0,290625.0,,72640.0,0.000133776,0.1,1.4090967 +1660.0,1622.4,-0.024821818,1683.526,4660000.0,2768.0,291250.0,,72800.0,0.00013352,0.1,1.3465524 +1666.0,1623.28,-0.023306694,1682.8829,4670000.0,2775.0,291875.0,,72960.0,0.000133264,0.1,1.2007947 +1676.0,1624.04,-0.022839358,1682.8479,4680000.0,2781.0,292500.0,,73120.0,0.000133008,0.1,1.2533067 +1678.0,1624.98,-0.024626898,1682.8131,4690000.0,2787.0,293125.0,,73280.0,0.000132752,0.1,1.3349149 +1668.0,1625.64,-0.022956312,1683.3811,4700000.0,2792.0,293750.0,,73408.0,0.0001325472,0.1,1.2930517 +1644.0,1626.22,-0.021438962,1683.3452,4710000.0,2798.0,294375.0,,73568.0,0.0001322912,0.1,1.3111491 +1622.0,1626.8,-0.024965929,1683.3096,4720000.0,2804.0,295000.0,,73728.0,0.0001320352,0.1,1.3997029 +1614.0,1627.16,-0.024656883,1683.274,4730000.0,2810.0,295625.0,,73888.0,0.0001317792,0.1,1.304744 +1616.0,1627.44,-0.022773204,1683.2386,4740000.0,2816.0,296250.0,,74048.0,0.0001315232,0.1,1.3032217 +1626.0,1627.86,-0.023240859,1683.8,4750000.0,2821.0,296875.0,,74208.0,0.0001312672,0.1,1.4458001 +1604.0,1628.16,-0.024077253,1683.7637,4760000.0,2827.0,297500.0,,74368.0,0.0001310112,0.1,1.280288 +1634.0,1628.86,-0.023475723,1683.7275,4770000.0,2833.0,298125.0,,74528.0,0.0001307552,0.1,1.3411504 +1678.0,1629.94,-0.020989895,1684.2847,4780000.0,2838.0,298750.0,,74656.0,0.0001305504,0.1,1.1834471 +1710.0,1631.34,-0.022419922,1683.6555,4790000.0,2845.0,299375.0,,74816.0,0.0001302944,0.1,1.3462243 +1716.0,1632.86,-0.02539104,1684.2106,4800000.0,2850.0,300000.0,,74976.0,0.0001300384,0.1,1.2754977 +1714.0,1634.26,-0.021074496,1684.1737,4810000.0,2856.0,300625.0,,75136.0,0.0001297824,0.1,1.3117892 +1696.0,1635.28,-0.022506027,1684.137,4820000.0,2862.0,301250.0,,75296.0,0.0001295264,0.1,1.3229443 +1712.0,1636.46,-0.024799947,1684.1005,4830000.0,2868.0,301875.0,,75456.0,0.0001292704,0.1,1.3119318 +1688.0,1637.24,-0.025950745,1684.064,4840000.0,2874.0,302500.0,,75616.0,0.0001290144,0.1,1.325345 +1664.0,1637.72,-0.022351664,1684.0278,4850000.0,2880.0,303125.0,,75776.0,0.0001287584,0.1,1.2842896 +1658.0,1638.04,-0.024500815,1683.9917,4860000.0,2886.0,303750.0,,75936.0,0.0001285024,0.1,1.2899606 +1658.0,1638.22,-0.02406227,1684.5382,4870000.0,2891.0,304375.0,,76064.0,0.0001282976,0.1,1.2554601 +1658.0,1638.34,-0.023983601,1684.5012,4880000.0,2897.0,305000.0,,76224.0,0.0001280416,0.1,1.3112445 +1660.0,1638.6,-0.025689244,1683.8843,4890000.0,2904.0,305625.0,,76384.0,0.0001277856,0.1,1.3580124 +1664.0,1638.7,-0.026378915,1683.8488,4900000.0,2910.0,306250.0,,76544.0,0.0001275296,0.1,1.3805333 +1644.0,1638.48,-0.026879204,1683.8135,4910000.0,2916.0,306875.0,,76704.0,0.0001272736,0.1,1.4720905 +1652.0,1638.04,-0.024868246,1683.2021,4920000.0,2923.0,307500.0,,76864.0,0.0001270176,0.1,1.5557923 +1640.0,1637.46,-0.025978107,1683.1683,4930000.0,2929.0,308125.0,,77024.0,0.0001267616,0.1,1.4619905 +1626.0,1636.7,-0.02597805,1683.1346,4940000.0,2935.0,308750.0,,77184.0,0.0001265056,0.1,1.4452028 +1630.0,1635.76,-0.026285516,1683.101,4950000.0,2941.0,309375.0,,77312.0,0.0001263008,0.1,1.3572699 +1626.0,1634.96,-0.02525926,1683.6388,4960000.0,2946.0,310000.0,,77472.0,0.0001260448,0.1,1.2773386 +1642.0,1634.46,-0.02503208,1683.6044,4970000.0,2952.0,310625.0,,77632.0,0.0001257888,0.1,1.3381379 +1636.0,1633.88,-0.025923824,1683.001,4980000.0,2959.0,311250.0,,77792.0,0.0001255328,0.1,1.381563 +1640.0,1633.3,-0.02538803,1682.968,4990000.0,2965.0,311875.0,,77952.0,0.0001252768,0.1,1.3706257 +1646.0,1633.42,-0.02440754,1682.935,5000000.0,2971.0,312500.0,,78112.0,0.0001250208,0.1,1.2583053 +1670.0,1633.86,-0.023559628,1682.9022,5010000.0,2977.0,313125.0,,78272.0,0.0001247648,0.1,1.4319441 +1680.0,1634.56,-0.024672166,1682.3057,5020000.0,2984.0,313750.0,,78432.0,0.0001245088,0.1,1.3126278 +1698.0,1635.66,-0.02604152,1682.2743,5030000.0,2990.0,314375.0,,78592.0,0.0001242528,0.1,1.3747941 +1710.0,1636.96,-0.023700632,1682.243,5040000.0,2996.0,315000.0,,78720.0,0.000124048,0.1,1.3910352 +1732.0,1638.42,-0.024193957,1682.2119,5050000.0,3002.0,315625.0,,78880.0,0.000123792,0.1,1.5152838 +1720.0,1639.72,-0.028962683,1682.7402,5060000.0,3007.0,316250.0,,79040.0,0.000123536,0.1,1.5649422 +1728.0,1640.94,-0.025636744,1682.7083,5070000.0,3013.0,316875.0,,79200.0,0.00012328,0.1,1.4167101 +1730.0,1642.18,-0.0244089,1682.6764,5080000.0,3019.0,317500.0,,79360.0,0.000123024,0.1,1.3143823 +1716.0,1643.1,-0.023054339,1682.6447,5090000.0,3025.0,318125.0,,79520.0,0.000122768,0.1,1.2172307 +1720.0,1643.96,-0.024380341,1682.613,5100000.0,3031.0,318750.0,,79680.0,0.000122512,0.1,1.2780013 +1724.0,1645.04,-0.02329991,1682.5815,5110000.0,3037.0,319375.0,,79840.0,0.000122256,0.1,1.3792502 +1712.0,1646.1,-0.024229433,1683.1033,5120000.0,3042.0,320000.0,,80000.0,0.000122,0.1,1.3197111 +1706.0,1647.08,-0.025505664,1683.0709,5130000.0,3048.0,320625.0,,80128.0,0.0001217952,0.1,1.418384 +1702.0,1647.82,-0.025387645,1683.0387,5140000.0,3054.0,321250.0,,80288.0,0.0001215392,0.1,1.2327371 +1700.0,1648.68,-0.02529755,1683.0066,5150000.0,3060.0,321875.0,,80448.0,0.0001212832,0.1,1.2907089 +1670.0,1649.56,-0.024965556,1682.9746,5160000.0,3066.0,322500.0,,80608.0,0.0001210272,0.1,1.3752459 +1656.0,1650.14,-0.023265762,1682.9427,5170000.0,3072.0,323125.0,,80768.0,0.0001207712,0.1,1.2218914 +1646.0,1650.44,-0.026121942,1682.911,5180000.0,3078.0,323750.0,,80928.0,0.0001205152,0.1,1.3399465 +1648.0,1650.84,-0.02596395,1682.8794,5190000.0,3084.0,324375.0,,81088.0,0.0001202592,0.1,1.3477014 +1660.0,1651.3,-0.02281284,1682.8479,5200000.0,3090.0,325000.0,,81248.0,0.0001200032,0.1,1.3264709 +1670.0,1652.04,-0.02346068,1682.8165,5210000.0,3096.0,325625.0,,81376.0,0.0001197984,0.1,1.3826067 +1686.0,1652.74,-0.022825543,1682.7853,5220000.0,3102.0,326250.0,,81536.0,0.0001195424,0.1,1.2723656 +1702.0,1653.62,-0.024488375,1683.2958,5230000.0,3107.0,326875.0,,81696.0,0.0001192864,0.1,1.4795146 +1704.0,1654.42,-0.024524065,1683.2637,5240000.0,3113.0,327500.0,,81856.0,0.0001190304,0.1,1.4654536 +1716.0,1655.26,-0.025469886,1683.2318,5250000.0,3119.0,328125.0,,82016.0,0.0001187744,0.1,1.3696429 +1726.0,1656.16,-0.02378616,1683.2,5260000.0,3125.0,328750.0,,82176.0,0.0001185184,0.1,1.2682486 +1714.0,1657.16,-0.02334106,1683.1683,5270000.0,3131.0,329375.0,,82336.0,0.0001182624,0.1,1.3040016 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..dc7c0b618f4e8930601ae2b0d797c939bf3f8ef6 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1657.1600341796875, + "strength": 1087.322998046875, + "max_strength": 1694.0, + "final_strength": 1676.0, + "sample_efficiency": 3.632204652603832e-07, + "training_efficiency": 2.315704659849871e-05, + "stability": 0.9954248070716858 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_metrics_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..ba59de5600c1430ccb40306998121c341578543c --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s0_session_metrics_train.json @@ -0,0 +1,3715 @@ +{ + "scalar": { + "total_reward_ma": 1657.1600341796875, + "strength": 1087.322998046875, + "max_strength": 1694.0, + "final_strength": 1676.0, + "sample_efficiency": 3.632204652603832e-07, + "training_efficiency": 2.315704659849871e-05, + "stability": 0.9954248070716858 + }, + "local": { + "mean_returns": [ + 0.0, + 18.18181800842285, + 25.0, + 33.7662353515625, + 38.29787063598633, + 44.0, + 60.0, + 58.0, + 54.0, + 58.0, + 50.0, + 56.0, + 66.0, + 62.0, + 60.0, + 56.0, + 48.0, + 56.0, + 68.0, + 74.0, + 78.0, + 72.0, + 70.0, + 78.0, + 86.0, + 102.0, + 106.0, + 114.0, + 122.0, + 144.0, + 156.0, + 170.0, + 156.0, + 148.0, + 180.0, + 178.0, + 180.0, + 178.0, + 152.0, + 156.0, + 168.0, + 172.0, + 188.0, + 186.0, + 202.0, + 222.0, + 240.0, + 258.0, + 258.0, + 252.0, + 250.0, + 254.0, + 276.0, + 272.0, + 272.0, + 268.0, + 256.0, + 278.0, + 290.0, + 290.0, + 296.0, + 292.0, + 292.0, + 304.0, + 322.0, + 336.0, + 364.0, + 376.0, + 384.0, + 382.0, + 362.0, + 336.0, + 326.0, + 324.0, + 326.0, + 352.0, + 372.0, + 396.0, + 378.0, + 390.0, + 380.0, + 404.0, + 398.0, + 424.0, + 428.0, + 428.0, + 408.0, + 386.0, + 372.0, + 380.0, + 368.0, + 364.0, + 368.0, + 360.0, + 352.0, + 358.0, + 344.0, + 340.0, + 350.0, + 340.0, + 344.0, + 354.0, + 370.0, + 362.0, + 362.0, + 372.0, + 366.0, + 370.0, + 386.0, + 402.0, + 398.0, + 414.0, + 418.0, + 422.0, + 436.0, + 436.0, + 464.0, + 472.0, + 490.0, + 484.0, + 498.0, + 468.0, + 472.0, + 450.0, + 460.0, + 436.0, + 438.0, + 440.0, + 470.0, + 474.0, + 508.0, + 522.0, + 528.0, + 528.0, + 516.0, + 518.0, + 514.0, + 490.0, + 494.0, + 508.0, + 502.0, + 494.0, + 518.0, + 530.0, + 542.0, + 562.0, + 580.0, + 600.0, + 586.0, + 612.0, + 598.0, + 626.0, + 622.0, + 624.0, + 626.0, + 644.0, + 636.0, + 626.0, + 638.0, + 616.0, + 628.0, + 632.0, + 634.0, + 644.0, + 676.0, + 654.0, + 670.0, + 676.0, + 692.0, + 660.0, + 676.0, + 668.0, + 680.0, + 674.0, + 712.0, + 716.0, + 734.0, + 770.0, + 806.0, + 792.0, + 810.0, + 826.0, + 874.0, + 842.0, + 850.0, + 848.0, + 882.0, + 884.0, + 878.0, + 926.0, + 946.0, + 942.0, + 948.0, + 980.0, + 1006.0, + 1028.0, + 1026.0, + 1042.0, + 1028.0, + 1016.0, + 1018.0, + 1044.0, + 1086.0, + 1092.0, + 1128.0, + 1180.0, + 1206.0, + 1170.0, + 1160.0, + 1154.0, + 1168.0, + 1134.0, + 1160.0, + 1174.0, + 1216.0, + 1244.0, + 1244.0, + 1254.0, + 1238.0, + 1260.0, + 1256.0, + 1246.0, + 1238.0, + 1240.0, + 1276.0, + 1324.0, + 1352.0, + 1374.0, + 1408.0, + 1412.0, + 1394.0, + 1386.0, + 1358.0, + 1342.0, + 1344.0, + 1322.0, + 1340.0, + 1320.0, + 1322.0, + 1346.0, + 1318.0, + 1332.0, + 1330.0, + 1360.0, + 1378.0, + 1394.0, + 1420.0, + 1424.0, + 1440.0, + 1454.0, + 1428.0, + 1432.0, + 1426.0, + 1404.0, + 1418.0, + 1392.0, + 1370.0, + 1368.0, + 1312.0, + 1342.0, + 1356.0, + 1370.0, + 1412.0, + 1418.0, + 1442.0, + 1454.0, + 1444.0, + 1446.0, + 1448.0, + 1440.0, + 1438.0, + 1472.0, + 1494.0, + 1518.0, + 1532.0, + 1534.0, + 1556.0, + 1552.0, + 1540.0, + 1548.0, + 1536.0, + 1508.0, + 1490.0, + 1486.0, + 1496.0, + 1494.0, + 1506.0, + 1524.0, + 1528.0, + 1554.0, + 1554.0, + 1548.0, + 1542.0, + 1526.0, + 1520.0, + 1528.0, + 1512.0, + 1526.0, + 1538.0, + 1526.0, + 1552.0, + 1552.0, + 1554.0, + 1546.0, + 1556.0, + 1574.0, + 1586.0, + 1576.0, + 1614.0, + 1612.0, + 1626.0, + 1614.0, + 1610.0, + 1608.0, + 1600.0, + 1586.0, + 1600.0, + 1590.0, + 1604.0, + 1632.0, + 1620.0, + 1616.0, + 1608.0, + 1598.0, + 1574.0, + 1566.0, + 1564.0, + 1578.0, + 1598.0, + 1606.0, + 1618.0, + 1638.0, + 1634.0, + 1648.0, + 1640.0, + 1646.0, + 1642.0, + 1624.0, + 1614.0, + 1638.0, + 1622.0, + 1634.0, + 1634.0, + 1646.0, + 1686.0, + 1672.0, + 1676.0, + 1656.0, + 1634.0, + 1630.0, + 1598.0, + 1604.0, + 1618.0, + 1622.0, + 1612.0, + 1612.0, + 1598.0, + 1620.0, + 1596.0, + 1578.0, + 1582.0, + 1604.0, + 1592.0, + 1590.0, + 1602.0, + 1608.0, + 1578.0, + 1600.0, + 1584.0, + 1602.0, + 1586.0, + 1564.0, + 1578.0, + 1588.0, + 1584.0, + 1574.0, + 1564.0, + 1570.0, + 1570.0, + 1564.0, + 1574.0, + 1594.0, + 1594.0, + 1610.0, + 1616.0, + 1626.0, + 1640.0, + 1646.0, + 1634.0, + 1654.0, + 1666.0, + 1696.0, + 1698.0, + 1702.0, + 1724.0, + 1706.0, + 1692.0, + 1694.0, + 1698.0, + 1634.0, + 1626.0, + 1610.0, + 1588.0, + 1580.0, + 1586.0, + 1590.0, + 1606.0, + 1606.0, + 1624.0, + 1634.0, + 1616.0, + 1606.0, + 1608.0, + 1628.0, + 1614.0, + 1582.0, + 1598.0, + 1616.0, + 1608.0, + 1614.0, + 1596.0, + 1616.0, + 1614.0, + 1624.0, + 1632.0, + 1636.0, + 1614.0, + 1614.0, + 1610.0, + 1598.0, + 1588.0, + 1592.0, + 1604.0, + 1622.0, + 1628.0, + 1642.0, + 1664.0, + 1662.0, + 1672.0, + 1676.0, + 1666.0, + 1664.0, + 1658.0, + 1644.0, + 1604.0, + 1584.0, + 1590.0, + 1600.0, + 1598.0, + 1602.0, + 1620.0, + 1652.0, + 1640.0, + 1640.0, + 1664.0, + 1662.0, + 1648.0, + 1626.0, + 1620.0, + 1632.0, + 1604.0, + 1604.0, + 1624.0, + 1644.0, + 1642.0, + 1660.0, + 1666.0, + 1676.0, + 1678.0, + 1668.0, + 1644.0, + 1622.0, + 1614.0, + 1616.0, + 1626.0, + 1604.0, + 1634.0, + 1678.0, + 1710.0, + 1716.0, + 1714.0, + 1696.0, + 1712.0, + 1688.0, + 1664.0, + 1658.0, + 1658.0, + 1658.0, + 1660.0, + 1664.0, + 1644.0, + 1652.0, + 1640.0, + 1626.0, + 1630.0, + 1626.0, + 1642.0, + 1636.0, + 1640.0, + 1646.0, + 1670.0, + 1680.0, + 1698.0, + 1710.0, + 1732.0, + 1720.0, + 1728.0, + 1730.0, + 1716.0, + 1720.0, + 1724.0, + 1712.0, + 1706.0, + 1702.0, + 1700.0, + 1670.0, + 1656.0, + 1646.0, + 1648.0, + 1660.0, + 1670.0, + 1686.0, + 1702.0, + 1704.0, + 1716.0, + 1726.0, + 1714.0 + ], + "strengths": [ + -38.0, + -19.81818199157715, + -13.0, + -4.2337646484375, + 0.2978706359863281, + 6.0, + 22.0, + 20.0, + 16.0, + 20.0, + 12.0, + 18.0, + 28.0, + 24.0, + 22.0, + 18.0, + 10.0, + 18.0, + 30.0, + 36.0, + 40.0, + 34.0, + 32.0, + 40.0, + 48.0, + 64.0, + 68.0, + 76.0, + 84.0, + 106.0, + 118.0, + 132.0, + 118.0, + 110.0, + 142.0, + 140.0, + 142.0, + 140.0, + 114.0, + 118.0, + 130.0, + 134.0, + 150.0, + 148.0, + 164.0, + 184.0, + 202.0, + 220.0, + 220.0, + 214.0, + 212.0, + 216.0, + 238.0, + 234.0, + 234.0, + 230.0, + 218.0, + 240.0, + 252.0, + 252.0, + 258.0, + 254.0, + 254.0, + 266.0, + 284.0, + 298.0, + 326.0, + 338.0, + 346.0, + 344.0, + 324.0, + 298.0, + 288.0, + 286.0, + 288.0, + 314.0, + 334.0, + 358.0, + 340.0, + 352.0, + 342.0, + 366.0, + 360.0, + 386.0, + 390.0, + 390.0, + 370.0, + 348.0, + 334.0, + 342.0, + 330.0, + 326.0, + 330.0, + 322.0, + 314.0, + 320.0, + 306.0, + 302.0, + 312.0, + 302.0, + 306.0, + 316.0, + 332.0, + 324.0, + 324.0, + 334.0, + 328.0, + 332.0, + 348.0, + 364.0, + 360.0, + 376.0, + 380.0, + 384.0, + 398.0, + 398.0, + 426.0, + 434.0, + 452.0, + 446.0, + 460.0, + 430.0, + 434.0, + 412.0, + 422.0, + 398.0, + 400.0, + 402.0, + 432.0, + 436.0, + 470.0, + 484.0, + 490.0, + 490.0, + 478.0, + 480.0, + 476.0, + 452.0, + 456.0, + 470.0, + 464.0, + 456.0, + 480.0, + 492.0, + 504.0, + 524.0, + 542.0, + 562.0, + 548.0, + 574.0, + 560.0, + 588.0, + 584.0, + 586.0, + 588.0, + 606.0, + 598.0, + 588.0, + 600.0, + 578.0, + 590.0, + 594.0, + 596.0, + 606.0, + 638.0, + 616.0, + 632.0, + 638.0, + 654.0, + 622.0, + 638.0, + 630.0, + 642.0, + 636.0, + 674.0, + 678.0, + 696.0, + 732.0, + 768.0, + 754.0, + 772.0, + 788.0, + 836.0, + 804.0, + 812.0, + 810.0, + 844.0, + 846.0, + 840.0, + 888.0, + 908.0, + 904.0, + 910.0, + 942.0, + 968.0, + 990.0, + 988.0, + 1004.0, + 990.0, + 978.0, + 980.0, + 1006.0, + 1048.0, + 1054.0, + 1090.0, + 1142.0, + 1168.0, + 1132.0, + 1122.0, + 1116.0, + 1130.0, + 1096.0, + 1122.0, + 1136.0, + 1178.0, + 1206.0, + 1206.0, + 1216.0, + 1200.0, + 1222.0, + 1218.0, + 1208.0, + 1200.0, + 1202.0, + 1238.0, + 1286.0, + 1314.0, + 1336.0, + 1370.0, + 1374.0, + 1356.0, + 1348.0, + 1320.0, + 1304.0, + 1306.0, + 1284.0, + 1302.0, + 1282.0, + 1284.0, + 1308.0, + 1280.0, + 1294.0, + 1292.0, + 1322.0, + 1340.0, + 1356.0, + 1382.0, + 1386.0, + 1402.0, + 1416.0, + 1390.0, + 1394.0, + 1388.0, + 1366.0, + 1380.0, + 1354.0, + 1332.0, + 1330.0, + 1274.0, + 1304.0, + 1318.0, + 1332.0, + 1374.0, + 1380.0, + 1404.0, + 1416.0, + 1406.0, + 1408.0, + 1410.0, + 1402.0, + 1400.0, + 1434.0, + 1456.0, + 1480.0, + 1494.0, + 1496.0, + 1518.0, + 1514.0, + 1502.0, + 1510.0, + 1498.0, + 1470.0, + 1452.0, + 1448.0, + 1458.0, + 1456.0, + 1468.0, + 1486.0, + 1490.0, + 1516.0, + 1516.0, + 1510.0, + 1504.0, + 1488.0, + 1482.0, + 1490.0, + 1474.0, + 1488.0, + 1500.0, + 1488.0, + 1514.0, + 1514.0, + 1516.0, + 1508.0, + 1518.0, + 1536.0, + 1548.0, + 1538.0, + 1576.0, + 1574.0, + 1588.0, + 1576.0, + 1572.0, + 1570.0, + 1562.0, + 1548.0, + 1562.0, + 1552.0, + 1566.0, + 1594.0, + 1582.0, + 1578.0, + 1570.0, + 1560.0, + 1536.0, + 1528.0, + 1526.0, + 1540.0, + 1560.0, + 1568.0, + 1580.0, + 1600.0, + 1596.0, + 1610.0, + 1602.0, + 1608.0, + 1604.0, + 1586.0, + 1576.0, + 1600.0, + 1584.0, + 1596.0, + 1596.0, + 1608.0, + 1648.0, + 1634.0, + 1638.0, + 1618.0, + 1596.0, + 1592.0, + 1560.0, + 1566.0, + 1580.0, + 1584.0, + 1574.0, + 1574.0, + 1560.0, + 1582.0, + 1558.0, + 1540.0, + 1544.0, + 1566.0, + 1554.0, + 1552.0, + 1564.0, + 1570.0, + 1540.0, + 1562.0, + 1546.0, + 1564.0, + 1548.0, + 1526.0, + 1540.0, + 1550.0, + 1546.0, + 1536.0, + 1526.0, + 1532.0, + 1532.0, + 1526.0, + 1536.0, + 1556.0, + 1556.0, + 1572.0, + 1578.0, + 1588.0, + 1602.0, + 1608.0, + 1596.0, + 1616.0, + 1628.0, + 1658.0, + 1660.0, + 1664.0, + 1686.0, + 1668.0, + 1654.0, + 1656.0, + 1660.0, + 1596.0, + 1588.0, + 1572.0, + 1550.0, + 1542.0, + 1548.0, + 1552.0, + 1568.0, + 1568.0, + 1586.0, + 1596.0, + 1578.0, + 1568.0, + 1570.0, + 1590.0, + 1576.0, + 1544.0, + 1560.0, + 1578.0, + 1570.0, + 1576.0, + 1558.0, + 1578.0, + 1576.0, + 1586.0, + 1594.0, + 1598.0, + 1576.0, + 1576.0, + 1572.0, + 1560.0, + 1550.0, + 1554.0, + 1566.0, + 1584.0, + 1590.0, + 1604.0, + 1626.0, + 1624.0, + 1634.0, + 1638.0, + 1628.0, + 1626.0, + 1620.0, + 1606.0, + 1566.0, + 1546.0, + 1552.0, + 1562.0, + 1560.0, + 1564.0, + 1582.0, + 1614.0, + 1602.0, + 1602.0, + 1626.0, + 1624.0, + 1610.0, + 1588.0, + 1582.0, + 1594.0, + 1566.0, + 1566.0, + 1586.0, + 1606.0, + 1604.0, + 1622.0, + 1628.0, + 1638.0, + 1640.0, + 1630.0, + 1606.0, + 1584.0, + 1576.0, + 1578.0, + 1588.0, + 1566.0, + 1596.0, + 1640.0, + 1672.0, + 1678.0, + 1676.0, + 1658.0, + 1674.0, + 1650.0, + 1626.0, + 1620.0, + 1620.0, + 1620.0, + 1622.0, + 1626.0, + 1606.0, + 1614.0, + 1602.0, + 1588.0, + 1592.0, + 1588.0, + 1604.0, + 1598.0, + 1602.0, + 1608.0, + 1632.0, + 1642.0, + 1660.0, + 1672.0, + 1694.0, + 1682.0, + 1690.0, + 1692.0, + 1678.0, + 1682.0, + 1686.0, + 1674.0, + 1668.0, + 1664.0, + 1662.0, + 1632.0, + 1618.0, + 1608.0, + 1610.0, + 1622.0, + 1632.0, + 1648.0, + 1664.0, + 1666.0, + 1678.0, + 1688.0, + 1676.0 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.286163210868835e-05, + 7.376978464890271e-05, + 7.101862865965813e-05, + 7.122193346731365e-05, + 7.598283991683275e-05, + 0.00010501425276743248, + 0.00017417325580026954, + 0.0004167784354649484, + -0.00046313003986142576, + -0.00019641296239569783, + -0.0001025068195303902, + -5.6621873227413744e-05, + -3.9850128814578056e-05, + -3.081342583755031e-05, + -2.5730283596203662e-05, + -2.349215719732456e-05, + -2.0208814021316357e-05, + -1.6170897652045824e-05, + -1.2787252671841998e-05, + -1.0140780432266183e-05, + -8.472145964333322e-06, + -7.233672477013897e-06, + -6.00533940087189e-06, + -4.859815362578956e-06, + -3.7068161873321515e-06, + -2.7926771508646198e-06, + -2.0215727545291884e-06, + -1.3755693544226233e-06, + -7.648062592124916e-07, + -2.613105607451871e-07, + 1.5751793114304746e-07, + 4.435249252310314e-07, + 6.55640405966551e-07, + 8.731490197533276e-07, + 1.0422082823424716e-06, + 1.179355649583158e-06, + 1.288707153435098e-06, + 1.3623903214465827e-06, + 1.4265807521951501e-06, + 1.4858346730761696e-06, + 1.536761715215107e-06, + 1.5839918887650128e-06, + 1.6224099681494408e-06, + 1.6573268339925562e-06, + 1.6889975995582063e-06, + 1.7166601082863053e-06, + 1.7402247749487287e-06, + 1.7583762428330374e-06, + 1.771781512616144e-06, + 1.7816282706917264e-06, + 1.7887580270325998e-06, + 1.7939163399205427e-06, + 1.7967660141948727e-06, + 1.7977699826587923e-06, + 1.797238837752957e-06, + 1.7955213706954964e-06, + 1.792504804143391e-06, + 1.7883584177980083e-06, + 1.7833989431892405e-06, + 1.7776288814275176e-06, + 1.7713797433316358e-06, + 1.7646514152147574e-06, + 1.7571989019415923e-06, + 1.7489152241978445e-06, + 1.7399811440554913e-06, + 1.7300507124673459e-06, + 1.7196859971591039e-06, + 1.709062757981883e-06, + 1.6985188722173916e-06, + 1.6886001503735315e-06, + 1.6794615476101171e-06, + 1.6705994312360417e-06, + 1.6617752862657653e-06, + 1.6528811102034524e-06, + 1.6432139773314702e-06, + 1.6330158132404904e-06, + 1.6222227259277133e-06, + 1.612108917470323e-06, + 1.601773988113564e-06, + 1.5918661802061251e-06, + 1.581416199769592e-06, + 1.5712996628280962e-06, + 1.5606377701260499e-06, + 1.5500697827519616e-06, + 1.5397014294649125e-06, + 1.5300340692192549e-06, + 1.5210713399937958e-06, + 1.5125717709452147e-06, + 1.5039696563690086e-06, + 1.4957644225432887e-06, + 1.4877443845762173e-06, + 1.4797126368648605e-06, + 1.4719581713507068e-06, + 1.4644698467236594e-06, + 1.4569127415597904e-06, + 1.4497542224489735e-06, + 1.4427496353164315e-06, + 1.4355784969666274e-06, + 1.428700329597632e-06, + 1.4217933994586929e-06, + 1.4147300362310489e-06, + 1.4073910961087677e-06, + 1.4003110209159786e-06, + 1.393309162267542e-06, + 1.3861741763321334e-06, + 1.3792491699859966e-06, + 1.3723202982873772e-06, + 1.3651473409481696e-06, + 1.3577473509940319e-06, + 1.3505318747775164e-06, + 1.3431044862954877e-06, + 1.3357116586121265e-06, + 1.328354869656323e-06, + 1.3208501741246437e-06, + 1.3134663277014624e-06, + 1.3056973102720804e-06, + 1.2979254506717552e-06, + 1.28998294712801e-06, + 1.2822938515455462e-06, + 1.2745123285640148e-06, + 1.2673683613684261e-06, + 1.2602779406734044e-06, + 1.2536530675788526e-06, + 1.2469698731365497e-06, + 1.2407577969497652e-06, + 1.2345988125161966e-06, + 1.2284924650884932e-06, + 1.2220248208905105e-06, + 1.2155969670857303e-06, + 1.208780759043293e-06, + 1.2018846291539376e-06, + 1.1950274938499206e-06, + 1.1882921171491034e-06, + 1.1818339089586516e-06, + 1.1754557363019558e-06, + 1.1692333146129386e-06, + 1.1634140264504822e-06, + 1.1576277074709651e-06, + 1.1517513485159725e-06, + 1.146035401689005e-06, + 1.1404974884499097e-06, + 1.1347519830451347e-06, + 1.1289521353319287e-06, + 1.1231032885916648e-06, + 1.1171208598170779e-06, + 1.1110374771305942e-06, + 1.1048406349800644e-06, + 1.0989036809405661e-06, + 1.0927934681603801e-06, + 1.0869364359678002e-06, + 1.0808943216034095e-06, + 1.0750002275017323e-06, + 1.0691891247915919e-06, + 1.0634589671099093e-06, + 1.057656390912598e-06, + 1.0520299156269175e-06, + 1.046590114128776e-06, + 1.0411308721813839e-06, + 1.035956188388809e-06, + 1.0307566071787733e-06, + 1.0256038649458787e-06, + 1.0205145599684329e-06, + 1.0154208212043159e-06, + 1.0101451834998443e-06, + 1.0051339813799132e-06, + 1.000074234980275e-06, + 9.950483672582777e-07, + 9.899800943458104e-07, + 9.852356015471742e-07, + 9.804427918425063e-07, + 9.7578163149592e-07, + 9.71102849689487e-07, + 9.665368452260736e-07, + 9.617718887966475e-07, + 9.570542260917136e-07, + 9.522885306978424e-07, + 9.473596378484217e-07, + 9.422793709745747e-07, + 9.373799798595428e-07, + 9.324513143837976e-07, + 9.275098022953898e-07, + 9.223642791766906e-07, + 9.175070090350346e-07, + 9.126886766352982e-07, + 9.079667506739497e-07, + 9.03134264262917e-07, + 8.9837783434632e-07, + 8.937388997765083e-07, + 8.889234663911338e-07, + 8.840918894748029e-07, + 8.793714414423448e-07, + 8.747072115511401e-07, + 8.699688578417408e-07, + 8.651928737890557e-07, + 8.604034178461006e-07, + 8.557163369005139e-07, + 8.510450584253704e-07, + 8.465264045298682e-07, + 8.421441748396319e-07, + 8.378316920243378e-07, + 8.33484421036701e-07, + 8.290396635857178e-07, + 8.246535116995801e-07, + 8.202039225579938e-07, + 8.156339958986791e-07, + 8.110551448226033e-07, + 8.067054295679554e-07, + 8.024762223612925e-07, + 7.983474574757565e-07, + 7.942435331642628e-07, + 7.903338996584353e-07, + 7.864014719416446e-07, + 7.824899626029946e-07, + 7.785066600263235e-07, + 7.7450351909647e-07, + 7.7057404723746e-07, + 7.666839678677206e-07, + 7.62913657581521e-07, + 7.591419262098498e-07, + 7.554484682259499e-07, + 7.51848119762144e-07, + 7.483313879674824e-07, + 7.448665542142408e-07, + 7.413569846903556e-07, + 7.377735187219514e-07, + 7.341761829593452e-07, + 7.305832809834101e-07, + 7.269649131558253e-07, + 7.234012286971847e-07, + 7.199460583251494e-07, + 7.165700139921682e-07, + 7.133187978070055e-07, + 7.101580763446691e-07, + 7.070419201227196e-07, + 7.040248419798445e-07, + 7.010112881289388e-07, + 6.980878310969274e-07, + 6.952020612516208e-07, + 6.923048090357042e-07, + 6.895098749737372e-07, + 6.867238084851124e-07, + 6.839806019343087e-07, + 6.812126684963005e-07, + 6.784466108911147e-07, + 6.756870902790979e-07, + 6.729148935846752e-07, + 6.701744723613956e-07, + 6.674420660601754e-07, + 6.647218810940103e-07, + 6.62089178149472e-07, + 6.594851242880395e-07, + 6.569273978129786e-07, + 6.54443454095599e-07, + 6.519665589621582e-07, + 6.495673687823e-07, + 6.472361633313994e-07, + 6.4493633544771e-07, + 6.427586640711525e-07, + 6.405546173482435e-07, + 6.383522190844815e-07, + 6.361518671837985e-07, + 6.339086553452944e-07, + 6.316822123153543e-07, + 6.294440595411288e-07, + 6.27213808002125e-07, + 6.250256774364971e-07, + 6.228600000213191e-07, + 6.207164346960781e-07, + 6.186094196891645e-07, + 6.165291210891155e-07, + 6.144224471427151e-07, + 6.123081561781873e-07, + 6.101841449890344e-07, + 6.080653633944166e-07, + 6.059686370463169e-07, + 6.038661126694933e-07, + 6.017937721480848e-07, + 5.997615062369732e-07, + 5.97741745878011e-07, + 5.957605822004552e-07, + 5.938376830272318e-07, + 5.919583827562747e-07, + 5.901036956856842e-07, + 5.882553750780062e-07, + 5.864284844392387e-07, + 5.84605345466116e-07, + 5.827787390444428e-07, + 5.809660592603905e-07, + 5.791407602373511e-07, + 5.773343332293734e-07, + 5.75553542603302e-07, + 5.737976493946917e-07, + 5.720776812268014e-07, + 5.703811893909005e-07, + 5.68691916669195e-07, + 5.670366931553872e-07, + 5.653814127981605e-07, + 5.637285767079447e-07, + 5.621042760139972e-07, + 5.604670718639682e-07, + 5.588452722804504e-07, + 5.57236432996433e-07, + 5.556508426707296e-07, + 5.540693450711842e-07, + 5.524838115888997e-07, + 5.509006655302073e-07, + 5.493422463587194e-07, + 5.477600097947288e-07, + 5.461945420393022e-07, + 5.446298132483207e-07, + 5.430912892734341e-07, + 5.415705572886509e-07, + 5.400654004006356e-07, + 5.38581161890761e-07, + 5.371230713535624e-07, + 5.356645829124318e-07, + 5.34227808657306e-07, + 5.327904091245728e-07, + 5.313399924489204e-07, + 5.299129952618387e-07, + 5.285016868583625e-07, + 5.271092504699482e-07, + 5.257372208689048e-07, + 5.243971372692613e-07, + 5.230745614426269e-07, + 5.217639795773721e-07, + 5.204516355661326e-07, + 5.191327545617241e-07, + 5.178175683795416e-07, + 5.1650283694471e-07, + 5.151821937943168e-07, + 5.13875306751288e-07, + 5.125675102135574e-07, + 5.112765393278096e-07, + 5.099909117234347e-07, + 5.087185854790732e-07, + 5.074701903140522e-07, + 5.062391323917836e-07, + 5.049986953054031e-07, + 5.037798587181896e-07, + 5.025609652875573e-07, + 5.013512236473616e-07, + 5.001413683203282e-07, + 4.989109356756671e-07, + 4.977001708539319e-07, + 4.964956019648525e-07, + 4.953146230946004e-07, + 4.941581437378773e-07, + 4.93012748847832e-07, + 4.918981062473904e-07, + 4.907868742520805e-07, + 4.896733116765972e-07, + 4.885645807917172e-07, + 4.874704018220655e-07, + 4.86383498810028e-07, + 4.853134214499732e-07, + 4.842354428546969e-07, + 4.831808269045723e-07, + 4.821450829695095e-07, + 4.811132043869293e-07, + 4.800732540388708e-07, + 4.790478556060407e-07, + 4.780301878781756e-07, + 4.770110990648391e-07, + 4.7599459662706067e-07, + 4.7500367372776964e-07, + 4.7400476432812866e-07, + 4.7302216898970073e-07, + 4.7203417352648103e-07, + 4.7106220790738007e-07, + 4.7010973958094837e-07, + 4.691542017098982e-07, + 4.681980954046594e-07, + 4.6725014613002713e-07, + 4.6631379291284247e-07, + 4.6538889364455827e-07, + 4.64465642835421e-07, + 4.635476500425284e-07, + 4.626384395578498e-07, + 4.6172840484359767e-07, + 4.608117478710483e-07, + 4.599003489147435e-07, + 4.589848856539902e-07, + 4.58071212960931e-07, + 4.5715711394223035e-07, + 4.562403148611338e-07, + 4.5532544845627854e-07, + 4.544227465430595e-07, + 4.5351401922744117e-07, + 4.5260389924806077e-07, + 4.5168255269345536e-07, + 4.507656399255211e-07, + 4.4985202407588076e-07, + 4.489319564981997e-07, + 4.4802717980019224e-07, + 4.4713530655826617e-07, + 4.4624758288591693e-07, + 4.4536292875818617e-07, + 4.445171271072468e-07, + 4.4368016460794024e-07, + 4.428560771430057e-07, + 4.4204770688338613e-07, + 4.4124763576292025e-07, + 4.4044855940228445e-07, + 4.3965144413959933e-07, + 4.3885023615075625e-07, + 4.3805314930978057e-07, + 4.3725108866965456e-07, + 4.364481469565362e-07, + 4.356583929165936e-07, + 4.348775917151215e-07, + 4.3409974637143023e-07, + 4.3331601773388684e-07, + 4.32543089345927e-07, + 4.3178960140721756e-07, + 4.310319638989313e-07, + 4.302693810132041e-07, + 4.295144435673137e-07, + 4.287603303509968e-07, + 4.28018438469735e-07, + 4.2727066329462104e-07, + 4.265274640147254e-07, + 4.257832415532903e-07, + 4.2503890540501743e-07, + 4.242963598244387e-07, + 4.235675703512243e-07, + 4.228422767482698e-07, + 4.2212224116155994e-07, + 4.2141104472648294e-07, + 4.207076642614993e-07, + 4.200057333036966e-07, + 4.193016138742678e-07, + 4.1859271959765465e-07, + 4.178844790203584e-07, + 4.1717339627211913e-07, + 4.164560039043863e-07, + 4.1574296005819633e-07, + 4.1502897829559515e-07, + 4.1431673025726923e-07, + 4.1361221292390837e-07, + 4.129119020035432e-07, + 4.1221747437703016e-07, + 4.115322269626631e-07, + 4.1086707369686337e-07, + 4.102132891148358e-07, + 4.095597887499025e-07, + 4.0890492414291657e-07, + 4.082537543581566e-07, + 4.076037214417738e-07, + 4.069490842084633e-07, + 4.062842151597579e-07, + 4.056272473462741e-07, + 4.049731785471522e-07, + 4.04312288537767e-07, + 4.036551786157361e-07, + 4.030066520499531e-07, + 4.023697783850366e-07, + 4.0173804904952704e-07, + 4.0110427335093846e-07, + 4.004842537597142e-07, + 3.998668205440481e-07, + 3.992441293121374e-07, + 3.986162653291103e-07, + 3.979918972163432e-07, + 3.9736320900374267e-07, + 3.96734975538493e-07, + 3.961056336265756e-07, + 3.954782812343183e-07, + 3.9485746583522996e-07, + 3.9424841702384583e-07, + 3.9365016846204526e-07, + 3.930573768684553e-07, + 3.924662053123029e-07, + 3.9187375477922615e-07, + 3.9129184870034805e-07, + 3.9070116031325597e-07, + 3.90096744240509e-07, + 3.8948317637732544e-07, + 3.888700916832022e-07, + 3.8826038917250116e-07, + 3.8765983845223673e-07, + 3.870561045005161e-07, + 3.86463568702311e-07, + 3.8588206052736496e-07, + 3.853050714042183e-07, + 3.84730412861245e-07, + 3.841580564767355e-07, + 3.8358732012966357e-07, + 3.8301746485558397e-07, + 3.8245684663706925e-07, + 3.8189568840607535e-07, + 3.8134086821628443e-07, + 3.807930397670134e-07, + 3.802459218604781e-07, + 3.797022998242028e-07, + 3.791552671827958e-07, + 3.786123556892562e-07, + 3.7807021158187126e-07, + 3.7752812431790517e-07, + 3.769800684949587e-07, + 3.7643081896021613e-07, + 3.758777609164099e-07, + 3.75322940726619e-07, + 3.747630898942589e-07, + 3.742094918379735e-07, + 3.7365552429946547e-07, + 3.7310311995497614e-07, + 3.725575368207501e-07, + 3.72012806337807e-07, + 3.714689569278562e-07, + 3.7093110449859523e-07, + 3.703972879520734e-07, + 3.6986685358897375e-07, + 3.693390908665606e-07, + 3.688228105147573e-07, + 3.68312868204157e-07, + 3.6780792811441643e-07, + 3.6730418173647195e-07, + 3.6679855952570506e-07, + 3.6629168675972323e-07, + 3.657817444491229e-07, + 3.65268789437323e-07, + 3.6475714182415686e-07, + 3.642437889084249e-07, + 3.6372932754602516e-07, + 3.632204652603832e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0063247946090996265, + 0.005573512054979801, + 0.005351885687559843, + 0.005368023179471493, + 0.005742439068853855, + 0.008012039586901665, + 0.013402439653873444, + 0.0322614423930645, + -0.036115486174821854, + -0.015383920632302761, + -0.008081026375293732, + -0.004509693011641502, + -0.00320265325717628, + -0.0024973193649202585, + -0.0020998725667595863, + -0.001924548763781786, + -0.0016664109425619245, + -0.0013483985094353557, + -0.0010814002016559243, + -0.0008721193298697472, + -0.0007398469606414437, + -0.0006414195522665977, + -0.000543531496077776, + -0.0004519752401392907, + -0.00035926999407820404, + -0.00028552478761412203, + -0.00022308816551230848, + -0.00017056564684025943, + -0.00012068064825143665, + -7.934302266221493e-05, + -4.475344394450076e-05, + -2.0973875507479534e-05, + -3.2050816116679925e-06, + 1.5273359167622402e-05, + 2.9768076274194755e-05, + 4.164869824307971e-05, + 5.123206210555509e-05, + 5.7774352171691135e-05, + 6.355697405524552e-05, + 6.898189894855022e-05, + 7.373013067990541e-05, + 7.826809451216832e-05, + 8.20477944216691e-05, + 8.557819091947749e-05, + 8.88845679583028e-05, + 9.188490366796032e-05, + 9.456238331040367e-05, + 9.674778993939981e-05, + 9.848575427895412e-05, + 9.989325189962983e-05, + 0.00010108405695063993, + 0.00010213849600404501, + 0.00010295910033164546, + 0.00010359882435295731, + 0.00010407766239950433, + 0.00010441161430208012, + 0.00010466569074196741, + 0.00010482889774721116, + 0.00010491821740288287, + 0.00010493025911273435, + 0.00010487511462997645, + 0.00010476241004653275, + 0.00010459274199092761, + 0.00010436505544930696, + 0.00010408547677798197, + 0.00010374356497777626, + 0.00010335939441574737, + 0.00010295265383319929, + 0.00010252748325001448, + 0.00010210998880211264, + 0.00010171120084123686, + 0.00010131245653610677, + 0.00010090483556268737, + 0.00010048448893940076, + 0.0001000184056465514, + 9.952450636774302e-05, + 9.899285942083225e-05, + 9.848705667536706e-05, + 9.796308586373925e-05, + 9.745450370246544e-05, + 9.691202285466716e-05, + 9.638143819756806e-05, + 9.58169621299021e-05, + 9.525259520160034e-05, + 9.469920041738078e-05, + 9.417911496711895e-05, + 9.369337203679606e-05, + 9.322958067059517e-05, + 9.275723277824e-05, + 9.230401337845251e-05, + 9.185858652926981e-05, + 9.141021291725338e-05, + 9.09780283109285e-05, + 9.055865666596219e-05, + 9.013352973852307e-05, + 8.972911018645391e-05, + 8.933181379688904e-05, + 8.892353071132675e-05, + 8.853054896462709e-05, + 8.813459862722084e-05, + 8.772840374149382e-05, + 8.730714762350544e-05, + 8.689951209817082e-05, + 8.649520896142349e-05, + 8.608208736404777e-05, + 8.568006887799129e-05, + 8.527682803105563e-05, + 8.485839498462155e-05, + 8.442573744105175e-05, + 8.400462684221566e-05, + 8.3570193964988e-05, + 8.313684520544484e-05, + 8.27047333586961e-05, + 8.226307545555755e-05, + 8.182770397979766e-05, + 8.136878750519827e-05, + 8.090890332823619e-05, + 8.043814159464091e-05, + 7.998317596502602e-05, + 7.9521989391651e-05, + 7.90978956501931e-05, + 7.867632666602731e-05, + 7.828184607205912e-05, + 7.788331276969984e-05, + 7.75123480707407e-05, + 7.714406092418358e-05, + 7.677845133002847e-05, + 7.639183604624122e-05, + 7.600710523547605e-05, + 7.559861114714295e-05, + 7.518482743762434e-05, + 7.477289182133973e-05, + 7.436780288117006e-05, + 7.397894660243765e-05, + 7.359449955401942e-05, + 7.322001329157501e-05, + 7.286941399797797e-05, + 7.252042996697128e-05, + 7.21656542737037e-05, + 7.182021363405511e-05, + 7.148521399358287e-05, + 7.113732135621831e-05, + 7.078581984387711e-05, + 7.043103687465191e-05, + 7.006867235759273e-05, + 6.969986134208739e-05, + 6.9323847128544e-05, + 6.896327977301553e-05, + 6.859190034447238e-05, + 6.823561852797866e-05, + 6.7867775214836e-05, + 6.750866305083036e-05, + 6.715510971844196e-05, + 6.68061911710538e-05, + 6.645260145887733e-05, + 6.610948184970766e-05, + 6.577750900760293e-05, + 6.544411007780582e-05, + 6.512786785606295e-05, + 6.480987212853506e-05, + 6.44945539534092e-05, + 6.418351404136047e-05, + 6.387198664015159e-05, + 6.354913057293743e-05, + 6.324225978460163e-05, + 6.293220940278843e-05, + 6.26240434939973e-05, + 6.231309816939756e-05, + 6.202183431014419e-05, + 6.172798020998016e-05, + 6.144202052382752e-05, + 6.115480937296525e-05, + 6.087436122470535e-05, + 6.058152575860731e-05, + 6.029143696650863e-05, + 5.999823406455107e-05, + 5.969483027001843e-05, + 5.938193862675689e-05, + 5.908055027248338e-05, + 5.877719013369642e-05, + 5.847288775839843e-05, + 5.8155852457275614e-05, + 5.785642861155793e-05, + 5.755925303674303e-05, + 5.726788367610425e-05, + 5.696955122402869e-05, + 5.6676246458664536e-05, + 5.639005030388944e-05, + 5.6092816521413624e-05, + 5.579444768955e-05, + 5.550280911847949e-05, + 5.521449929801747e-05, + 5.492148193297908e-05, + 5.462600529426709e-05, + 5.432956095319241e-05, + 5.403978502727114e-05, + 5.37508494744543e-05, + 5.347122350940481e-05, + 5.3199932153802365e-05, + 5.293284266372211e-05, + 5.266347943688743e-05, + 5.238795711193234e-05, + 5.211595998844132e-05, + 5.184032488614321e-05, + 5.155712642590515e-05, + 5.127324766363017e-05, + 5.100346970721148e-05, + 5.074105865787715e-05, + 5.0484777602832764e-05, + 5.022993718739599e-05, + 4.998707299819216e-05, + 4.974268813384697e-05, + 4.949987487634644e-05, + 4.925249959342182e-05, + 4.900380008621141e-05, + 4.8759582568891346e-05, + 4.851772609981708e-05, + 4.828322562389076e-05, + 4.8048546887002885e-05, + 4.781866300618276e-05, + 4.759480361826718e-05, + 4.7376062866533175e-05, + 4.716047624242492e-05, + 4.694202289101668e-05, + 4.671889473684132e-05, + 4.6494817070197314e-05, + 4.6270943130366504e-05, + 4.6045406634220853e-05, + 4.5823206164641306e-05, + 4.560799425235018e-05, + 4.539763176580891e-05, + 4.5194978156359866e-05, + 4.49979052064009e-05, + 4.480353891267441e-05, + 4.461529169930145e-05, + 4.4427204556996e-05, + 4.4244683522265404e-05, + 4.406469452078454e-05, + 4.388392699183896e-05, + 4.3709496821975335e-05, + 4.3535557779250666e-05, + 4.336424171924591e-05, + 4.319132858654484e-05, + 4.301847729948349e-05, + 4.2845989810302854e-05, + 4.2672651034081355e-05, + 4.250147321727127e-05, + 4.2330742871854454e-05, + 4.216072193230502e-05, + 4.199611794319935e-05, + 4.1833260183921084e-05, + 4.1673254600027576e-05, + 4.1517818317515776e-05, + 4.1362782212672755e-05, + 4.121256642974913e-05, + 4.1066745325224474e-05, + 4.092284507350996e-05, + 4.078655183548108e-05, + 4.06485705752857e-05, + 4.0510654798708856e-05, + 4.0372829971602187e-05, + 4.0232280298369005e-05, + 4.009274925920181e-05, + 3.995261067757383e-05, + 3.9812930481275544e-05, + 3.967584780184552e-05, + 3.954014027840458e-05, + 3.940578244510107e-05, + 3.927368379663676e-05, + 3.9143222238635644e-05, + 3.901107993442565e-05, + 3.887842467520386e-05, + 3.87452746508643e-05, + 3.861241930280812e-05, + 3.848091728286818e-05, + 3.834902236121707e-05, + 3.821898280875757e-05, + 3.809143163380213e-05, + 3.7964633520459756e-05, + 3.7840232835151255e-05, + 3.771959018195048e-05, + 3.760165782296099e-05, + 3.748524250113405e-05, + 3.736920189112425e-05, + 3.725447822944261e-05, + 3.713996193255298e-05, + 3.702520189108327e-05, + 3.691129313665442e-05, + 3.679656583699398e-05, + 3.6683126381831244e-05, + 3.657126217149198e-05, + 3.646094410214573e-05, + 3.635285247582942e-05, + 3.624621604103595e-05, + 3.614001252572052e-05, + 3.603592995204963e-05, + 3.593181827454828e-05, + 3.5827946703648195e-05, + 3.5725846828427166e-05, + 3.5622910218080506e-05, + 3.55209231202025e-05, + 3.541973273968324e-05, + 3.531998299877159e-05, + 3.52204660885036e-05, + 3.512067996780388e-05, + 3.502102481434122e-05, + 3.492299947538413e-05, + 3.4823460737243295e-05, + 3.472495518508367e-05, + 3.462647873675451e-05, + 3.452963210293092e-05, + 3.443388777668588e-05, + 3.433910387684591e-05, + 3.424562601139769e-05, + 3.41538579959888e-05, + 3.406204268685542e-05, + 3.3971584343817085e-05, + 3.3881067793117836e-05, + 3.3789714507292956e-05, + 3.369982005096972e-05, + 3.361089329700917e-05, + 3.352315252413973e-05, + 3.343667049193755e-05, + 3.335226938361302e-05, + 3.3268952392973006e-05, + 3.3186381187988445e-05, + 3.3103686291724443e-05, + 3.30205584759824e-05, + 3.293764893896878e-05, + 3.285475759184919e-05, + 3.277147334301844e-05, + 3.268912041676231e-05, + 3.260669473093003e-05, + 3.2525316782994196e-05, + 3.2444266253151e-05, + 3.23640342685394e-05, + 3.228530476917513e-05, + 3.220764847355895e-05, + 3.21293919114396e-05, + 3.2052488677436486e-05, + 3.1975632737157866e-05, + 3.189933704561554e-05, + 3.182303044013679e-05, + 3.174540324835107e-05, + 3.166900933138095e-05, + 3.1592997402185574e-05, + 3.151846249238588e-05, + 3.144545553368516e-05, + 3.137320527457632e-05, + 3.130287950625643e-05, + 3.123275746474974e-05, + 3.116247899015434e-05, + 3.109249519184232e-05, + 3.102341725025326e-05, + 3.095479041803628e-05, + 3.088721859967336e-05, + 3.081913382629864e-05, + 3.075256972806528e-05, + 3.068718433496542e-05, + 3.0622035410488024e-05, + 3.055636625504121e-05, + 3.0491608413285576e-05, + 3.0427330784732476e-05, + 3.036295311176218e-05, + 3.0298728233901784e-05, + 3.0236160455388017e-05, + 3.017307972186245e-05, + 3.0111015803413466e-05, + 3.0048604457988404e-05, + 2.9987199013703503e-05, + 2.9927015930297785e-05, + 2.9866632758057676e-05, + 2.9806205930071883e-05, + 2.9746284781140275e-05, + 2.9687133064726368e-05, + 2.962869439215865e-05, + 2.9570353945018724e-05, + 2.951233727799263e-05, + 2.9454866307787597e-05, + 2.9397337129921652e-05, + 2.9339385946514085e-05, + 2.9281756724230945e-05, + 2.922386374848429e-05, + 2.9166119929868728e-05, + 2.910833791247569e-05, + 2.9050377634121105e-05, + 2.8992537409067154e-05, + 2.8935453883605078e-05, + 2.8877982913400047e-05, + 2.8820420993724838e-05, + 2.8762138754245825e-05, + 2.8704171199933626e-05, + 2.8646407372434624e-05, + 2.8588223358383402e-05, + 2.853100340871606e-05, + 2.8474591090343893e-05, + 2.8418435249477625e-05, + 2.8362463126541115e-05, + 2.8308946639299393e-05, + 2.8255983124836348e-05, + 2.8203858164488338e-05, + 2.8152726372354664e-05, + 2.8102112992201e-05, + 2.805155236274004e-05, + 2.800111542455852e-05, + 2.7950412913924083e-05, + 2.789996324281674e-05, + 2.7849195248563774e-05, + 2.7798399969469756e-05, + 2.7748430511564948e-05, + 2.7699026759364642e-05, + 2.7649801268125884e-05, + 2.7600195608101785e-05, + 2.7551270250114612e-05, + 2.750357089098543e-05, + 2.7455604140413925e-05, + 2.7407320885686204e-05, + 2.7359541491023265e-05, + 2.7311809390084818e-05, + 2.7264848540653475e-05, + 2.7217509341426194e-05, + 2.7170453904545866e-05, + 2.71233275270788e-05, + 2.7076190235675313e-05, + 2.7029162083636038e-05, + 2.6983028874383308e-05, + 2.6937110305880196e-05, + 2.6891520974459127e-05, + 2.6846488253795542e-05, + 2.680194484128151e-05, + 2.675748874025885e-05, + 2.671288893907331e-05, + 2.6667985366657376e-05, + 2.662311635504011e-05, + 2.6578089091344737e-05, + 2.653265619301237e-05, + 2.648749614309054e-05, + 2.6442270609550178e-05, + 2.6397150577395223e-05, + 2.635251803440042e-05, + 2.630814560689032e-05, + 2.6264144253218547e-05, + 2.6220744985039346e-05, + 2.6178613552474417e-05, + 2.613719698274508e-05, + 2.6095796783920377e-05, + 2.6054305635625497e-05, + 2.6013043679995462e-05, + 2.5971850845962763e-05, + 2.593036333564669e-05, + 2.588822098914534e-05, + 2.5846598873613402e-05, + 2.5805156838032417e-05, + 2.5763280063983984e-05, + 2.5721639758558013e-05, + 2.568053787399549e-05, + 2.5640172680141404e-05, + 2.5600127628422342e-05, + 2.555994979047682e-05, + 2.5520661438349634e-05, + 2.5481534976279363e-05, + 2.5442070182180032e-05, + 2.5402274332009256e-05, + 2.5362696760566905e-05, + 2.532284452172462e-05, + 2.5283014110755175e-05, + 2.524311094020959e-05, + 2.5203331460943446e-05, + 2.5163981263176538e-05, + 2.5125373213086277e-05, + 2.508744910301175e-05, + 2.504986696294509e-05, + 2.5012386686285026e-05, + 2.4974819098133594e-05, + 2.4937915441114455e-05, + 2.4900455173337832e-05, + 2.4862139980541542e-05, + 2.4823240892146714e-05, + 2.478436908859294e-05, + 2.474571010679938e-05, + 2.470762592565734e-05, + 2.4669338017702103e-05, + 2.4631757696624845e-05, + 2.4594872229499742e-05, + 2.455826870573219e-05, + 2.4521828891010955e-05, + 2.4485536414431408e-05, + 2.4449338525300846e-05, + 2.4413197024841793e-05, + 2.437763941998128e-05, + 2.4342041797353886e-05, + 2.4306846171384677e-05, + 2.4272090740851127e-05, + 2.423739351797849e-05, + 2.4202912754844874e-05, + 2.4168215531972237e-05, + 2.4133778424584307e-05, + 2.4099384972942062e-05, + 2.406499334028922e-05, + 2.4030219719861634e-05, + 2.3995367882889695e-05, + 2.3960272301337682e-05, + 2.392508031334728e-05, + 2.388956636423245e-05, + 2.3854443497839384e-05, + 2.3819295165594667e-05, + 2.3784245058777742e-05, + 2.3749624233460054e-05, + 2.3715054339845665e-05, + 2.3680539015913382e-05, + 2.364640386076644e-05, + 2.361253609706182e-05, + 2.3578877517138608e-05, + 2.354538992221933e-05, + 2.3512628104072064e-05, + 2.3480264644604176e-05, + 2.344821950828191e-05, + 2.341624531254638e-05, + 2.3384149244520813e-05, + 2.3351985873887315e-05, + 2.3319626052398235e-05, + 2.3287071599042974e-05, + 2.3254599000210874e-05, + 2.3222013624035753e-05, + 2.3189359126263298e-05, + 2.3157055693445727e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9090908765792847, + 0.800000011920929, + 1.0, + 0.6000000238418579, + 1.0, + 1.0, + 0.8571428656578064, + 0.9166666865348816, + 0.8181818127632141, + 0.5555555820465088, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8500000238418579, + 0.9411764740943909, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8939393758773804, + 0.9322034120559692, + 1.0, + 0.98591548204422, + 1.0, + 0.98591548204422, + 0.8142856955528259, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866666793823242, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9727272987365723, + 0.9906542301177979, + 1.0, + 1.0, + 0.9831932783126831, + 1.0, + 0.9829059839248657, + 0.947826087474823, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844961166381836, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 0.9418604373931885, + 0.9197530746459961, + 0.9664429426193237, + 0.9930555820465088, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9497206807136536, + 1.0, + 0.9715909361839294, + 1.0, + 0.9836065769195557, + 1.0, + 1.0, + 1.0, + 0.9487179517745972, + 0.9405405521392822, + 0.9597700834274292, + 1.0, + 0.9649122953414917, + 0.9878787994384766, + 1.0, + 0.9757575988769531, + 0.9751552939414978, + 1.0, + 0.956250011920929, + 0.9869281053543091, + 1.0, + 0.9679487347602844, + 1.0, + 1.0, + 1.0, + 0.9759036302566528, + 1.0, + 1.0, + 0.9820359349250793, + 1.0, + 1.0, + 1.0, + 0.9890109896659851, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9867256879806519, + 1.0, + 0.9347826242446899, + 1.0, + 0.9493087530136108, + 1.0, + 0.9431279897689819, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9755101799964905, + 1.0, + 0.9916666746139526, + 0.9495798349380493, + 1.0, + 1.0, + 0.9872340559959412, + 0.982758641242981, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9750889539718628, + 1.0, + 0.9756097793579102, + 1.0, + 0.9931972622871399, + 1.0, + 1.0, + 1.0, + 0.9867987036705017, + 0.9832776188850403, + 1.0, + 0.9633333086967468, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9655172228813171, + 1.0, + 1.0, + 1.0, + 0.9510703086853027, + 1.0, + 0.9874607920646667, + 1.0, + 0.9906542301177979, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9817708134651184, + 1.0, + 1.0, + 1.0, + 0.9617224931716919, + 1.0, + 0.9975369572639465, + 1.0, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 0.9955947399139404, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979798197746277, + 1.0, + 0.9860557913780212, + 0.9878787994384766, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9691780805587769, + 0.9911660552024841, + 0.9946523904800415, + 1.0, + 0.969911515712738, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868420958518982, + 1.0, + 0.9967266917228699, + 0.9917898178100586, + 0.9933775067329407, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868995547294617, + 0.9941002726554871, + 0.9792284965515137, + 0.9878787994384766, + 1.0, + 0.9831546545028687, + 1.0, + 0.9846389889717102, + 1.0, + 1.0, + 0.9785932898521423, + 1.0, + 0.9984543919563293, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9816384315490723, + 1.0, + 0.9956958293914795, + 0.9841498732566833, + 1.0, + 0.9811594486236572, + 0.9837518334388733, + 0.9984984993934631, + 0.9578947424888611, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929378628730774, + 1.0, + 1.0, + 0.9943262338638306, + 0.9985734820365906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973649382591248, + 0.9920739531517029, + 1.0, + 0.9920529723167419, + 0.9813084006309509, + 0.9877551198005676, + 0.997245192527771, + 1.0, + 0.9986282587051392, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960421919822693, + 0.9960265159606934, + 0.9893617033958435, + 0.9959677457809448, + 1.0, + 0.9892617464065552, + 1.0, + 1.0, + 0.9919999837875366, + 1.0, + 1.0, + 1.0, + 0.9947229623794556, + 1.0, + 1.0, + 1.0, + 0.9935400485992432, + 1.0, + 0.9987309575080872, + 1.0, + 0.992443323135376, + 0.9974619150161743, + 0.9987277388572693, + 0.9949044585227966, + 0.991037130355835, + 1.0, + 0.9935979247093201, + 1.0, + 1.0, + 0.9924717545509338, + 0.9974715709686279, + 0.9949302673339844, + 0.993630588054657, + 0.9846153855323792, + 0.9947916865348816, + 0.9986910820007324, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975000023841858, + 1.0, + 0.9950310587882996, + 1.0, + 0.9975124597549438, + 0.9887780547142029, + 0.9936948418617249, + 1.0, + 0.9900000095367432, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915048480033875, + 1.0, + 0.9877899885177612, + 0.9864029884338379, + 0.9974937438964844, + 0.979899525642395, + 1.0, + 1.0, + 1.0, + 0.993686854839325, + 1.0, + 0.9911054372787476, + 1.0, + 0.984829306602478, + 0.9884467124938965, + 1.0, + 1.0, + 0.992337167263031, + 0.9987130165100098, + 1.0, + 1.0, + 0.9808917045593262, + 1.0, + 0.98975670337677, + 1.0, + 0.9897698163986206, + 0.985788106918335, + 1.0, + 1.0, + 0.9974193572998047, + 0.9935317039489746, + 0.9934895634651184, + 1.0, + 1.0, + 0.9960835576057434, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925373196601868, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9893238544464111, + 0.9916067123413086, + 1.0, + 1.0, + 0.9614458084106445, + 0.9949874877929688, + 0.989924430847168, + 0.9860050678253174, + 0.9948387145996094, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887217879295349, + 0.9936628937721252, + 1.0, + 1.0, + 0.9911949634552002, + 0.9796954393386841, + 1.0, + 1.0, + 0.9949302673339844, + 1.0, + 0.9885786771774292, + 1.0, + 0.9987325668334961, + 1.0, + 1.0, + 1.0, + 0.9862328171730042, + 1.0, + 0.9974619150161743, + 0.9923664331436157, + 0.9935897588729858, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998769998550415, + 1.0, + 1.0, + 0.9938949942588806, + 0.9987714886665344, + 0.9963099360466003, + 0.9913580417633057, + 0.975093424320221, + 0.9872286319732666, + 1.0, + 1.0, + 0.9987195730209351, + 1.0, + 1.0, + 1.0, + 0.9925650358200073, + 1.0, + 1.0, + 0.998769998550415, + 0.9913793206214905, + 0.9863353967666626, + 0.996221661567688, + 1.0, + 0.9824341535568237, + 1.0, + 1.0, + 1.0, + 0.9987546801567078, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9939024448394775, + 0.9852761030197144, + 0.9863013625144958, + 0.9949495196342468, + 1.0, + 1.0, + 0.986146092414856, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988080859184265, + 0.9892601370811462, + 1.0, + 0.9856630563735962, + 0.9854545593261719, + 0.9963099360466003, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9876998662948608, + 1.0, + 0.9925650358200073, + 0.9912609457969666, + 1.0, + 0.9974874258041382, + 1.0, + 0.996259331703186, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929161667823792, + 1.0, + 1.0, + 0.991725742816925, + 1.0, + 1.0, + 0.9928825497627258, + 0.9964157938957214, + 0.9976019263267517, + 0.9987980723381042, + 0.9819494485855103, + 0.9914215803146362, + 0.993819534778595, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9928910136222839 + ], + "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 + ], + "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 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_df_eval.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..535cef01875bb7f003e03e82632e06c1dfed659c --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_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 +26.666666,26.666666,-0.036736514,666.6667,10000.0,15.0,625.0,,128.0,0.0002497952,0.1,2.8696475 +42.424244,34.545456,-0.03519498,952.381,20000.0,21.0,1250.0,,288.0,0.0002495392,0.1,2.8572216 +50.909092,40.0,-0.03252241,1153.8462,30000.0,26.0,1875.0,,448.0,0.0002492832,0.1,2.8419623 +45.0,41.25,-0.029320002,1250.0,40000.0,32.0,2500.0,,608.0,0.0002490272,0.1,2.8456316 +42.0,41.4,-0.033466633,1315.7894,50000.0,38.0,3125.0,,768.0,0.0002487712,0.1,2.8498616 +40.0,41.166668,-0.03602323,1363.6364,60000.0,44.0,3750.0,,928.0,0.0002485152,0.1,2.8415961 +42.0,41.285713,-0.03262248,1428.5714,70000.0,49.0,4375.0,,1088.0,0.0002482592,0.1,2.8434868 +46.0,41.875,-0.03840173,1454.5454,80000.0,55.0,5000.0,,1248.0,0.0002480032,0.1,2.84254 +50.0,42.77778,-0.040424727,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.814825 +48.0,43.3,-0.03353819,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.8228815 +60.0,44.81818,-0.0404719,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.8264375 +60.0,46.083332,-0.03982818,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.7865944 +58.0,47.0,-0.033089515,1566.265,130000.0,83.0,8125.0,,2016.0,0.0002467744,0.1,2.7958374 +62.0,48.07143,-0.032573722,1590.909,140000.0,88.0,8750.0,,2176.0,0.0002465184,0.1,2.7509193 +56.0,48.6,-0.03342349,1595.7446,150000.0,94.0,9375.0,,2336.0,0.0002462624,0.1,2.7222438 +50.0,48.6875,-0.042584147,1616.1616,160000.0,99.0,10000.0,,2496.0,0.0002460064,0.1,2.7028115 +48.0,48.64706,-0.041057326,1619.0476,170000.0,105.0,10625.0,,2656.0,0.0002457504,0.1,2.741941 +58.0,49.166668,-0.03630991,1636.3636,180000.0,110.0,11250.0,,2784.0,0.0002455456,0.1,2.7279131 +58.0,49.63158,-0.030123515,1637.931,190000.0,116.0,11875.0,,2944.0,0.0002452896,0.1,2.6646457 +58.0,50.05,-0.03487267,1626.0162,200000.0,123.0,12500.0,,3104.0,0.0002450336,0.1,2.6534 +56.0,50.333332,-0.03770265,1640.625,210000.0,128.0,13125.0,,3264.0,0.0002447776,0.1,2.5842 +68.0,51.136364,-0.038001485,1641.791,220000.0,134.0,13750.0,,3424.0,0.0002445216,0.1,2.683288 +82.0,52.47826,-0.032381415,1642.8572,230000.0,140.0,14375.0,,3584.0,0.0002442656,0.1,2.6319122 +80.0,53.625,-0.029138044,1643.8356,240000.0,146.0,15000.0,,3744.0,0.0002440096,0.1,2.530818 +88.0,55.0,-0.03126553,1633.9869,250000.0,153.0,15625.0,,3904.0,0.0002437536,0.1,2.5592852 +80.0,55.96154,-0.036555,1645.5696,260000.0,158.0,16250.0,,4032.0,0.0002435488,0.1,2.5592499 +70.0,56.48148,-0.038495768,1656.4418,270000.0,163.0,16875.0,,4192.0,0.0002432928,0.1,2.6025336 +58.0,56.535713,-0.030673172,1656.8047,280000.0,169.0,17500.0,,4352.0,0.0002430368,0.1,2.579989 +64.0,56.793102,-0.029835949,1657.1428,290000.0,175.0,18125.0,,4512.0,0.0002427808,0.1,2.6019237 +62.0,56.966667,-0.030051421,1666.6666,300000.0,180.0,18750.0,,4672.0,0.0002425248,0.1,2.5658188 +70.0,57.387096,-0.03311255,1666.6666,310000.0,186.0,19375.0,,4832.0,0.0002422688,0.1,2.5563557 +74.0,57.90625,-0.031029247,1666.6666,320000.0,192.0,20000.0,,4992.0,0.0002420128,0.1,2.6140425 +80.0,58.575756,-0.034466844,1666.6666,330000.0,198.0,20625.0,,5152.0,0.0002417568,0.1,2.602963 +82.0,59.264706,-0.031159975,1674.8768,340000.0,203.0,21250.0,,5312.0,0.0002415008,0.1,2.6008427 +92.0,60.2,-0.031927064,1674.6411,350000.0,209.0,21875.0,,5440.0,0.000241296,0.1,2.5412028 +98.0,61.25,-0.031109128,1682.243,360000.0,214.0,22500.0,,5600.0,0.00024104,0.1,2.565826 +108.0,62.51351,-0.033726346,1681.8182,370000.0,220.0,23125.0,,5760.0,0.000240784,0.1,2.6080213 +116.0,63.92105,-0.03572162,1688.8889,380000.0,225.0,23750.0,,5920.0,0.000240528,0.1,2.6372943 +108.0,65.051285,-0.03116406,1688.3116,390000.0,231.0,24375.0,,6080.0,0.000240272,0.1,2.624957 +106.0,66.075,-0.043428473,1694.9153,400000.0,236.0,25000.0,,6240.0,0.000240016,0.1,2.6548696 +84.0,66.51219,-0.030214265,1694.2148,410000.0,242.0,25625.0,,6400.0,0.00023976,0.1,2.5934544 +78.0,66.78571,-0.03372525,1693.5483,420000.0,248.0,26250.0,,6560.0,0.000239504,0.1,2.5357838 +74.0,66.95349,-0.030772584,1699.6047,430000.0,253.0,26875.0,,6688.0,0.0002392992,0.1,2.501891 +76.0,67.15909,-0.03140587,1705.4264,440000.0,258.0,27500.0,,6848.0,0.0002390432,0.1,2.5064678 +72.0,67.26667,-0.030402524,1704.5454,450000.0,264.0,28125.0,,7008.0,0.0002387872,0.1,2.50475 +84.0,67.63043,-0.032628663,1703.7037,460000.0,270.0,28750.0,,7168.0,0.0002385312,0.1,2.498727 +84.0,67.97872,-0.031126183,1709.091,470000.0,275.0,29375.0,,7328.0,0.0002382752,0.1,2.5775986 +82.0,68.270836,-0.038932927,1708.185,480000.0,281.0,30000.0,,7488.0,0.0002380192,0.1,2.5764427 +82.0,68.55102,-0.041967925,1707.317,490000.0,287.0,30625.0,,7648.0,0.0002377632,0.1,2.5926645 +78.0,68.74,-0.033281952,1712.3287,500000.0,292.0,31250.0,,7808.0,0.0002375072,0.1,2.5694778 +80.0,68.960785,-0.03876109,1711.4094,510000.0,298.0,31875.0,,7968.0,0.0002372512,0.1,2.5063539 +74.0,69.05769,-0.028862031,1716.1716,520000.0,303.0,32500.0,,8096.0,0.0002370464,0.1,2.4220212 +70.0,69.07547,-0.033099394,1720.7792,530000.0,308.0,33125.0,,8256.0,0.0002367904,0.1,2.5152903 +82.0,69.31481,-0.032295924,1719.7452,540000.0,314.0,33750.0,,8416.0,0.0002365344,0.1,2.4642 +94.0,69.76363,-0.03411898,1718.75,550000.0,320.0,34375.0,,8576.0,0.0002362784,0.1,2.5184712 +100.0,70.30357,-0.032584634,1712.5382,560000.0,327.0,35000.0,,8736.0,0.0002360224,0.1,2.455314 +102.0,70.85965,-0.03141505,1711.7117,570000.0,333.0,35625.0,,8896.0,0.0002357664,0.1,2.454383 +118.0,71.67242,-0.036005422,1710.9144,580000.0,339.0,36250.0,,9056.0,0.0002355104,0.1,2.4938388 +108.0,72.28814,-0.030475898,1710.1449,590000.0,345.0,36875.0,,9216.0,0.0002352544,0.1,2.5114155 +100.0,72.75,-0.032370947,1714.2858,600000.0,350.0,37500.0,,9344.0,0.0002350496,0.1,2.5425518 +110.0,73.36066,-0.035528712,1718.3098,610000.0,355.0,38125.0,,9504.0,0.0002347936,0.1,2.4881635 +118.0,74.08064,-0.031398535,1717.4515,620000.0,361.0,38750.0,,9664.0,0.0002345376,0.1,2.3973098 +112.0,74.68254,-0.029854346,1716.6212,630000.0,367.0,39375.0,,9824.0,0.0002342816,0.1,2.3231044 +124.0,75.453125,-0.027966497,1715.8177,640000.0,373.0,40000.0,,9984.0,0.0002340256,0.1,2.2700987 +134.0,76.35384,-0.026962193,1715.0396,650000.0,379.0,40625.0,,10144.0,0.0002337696,0.1,2.2504127 +136.0,77.257576,-0.027003821,1714.2858,660000.0,385.0,41250.0,,10304.0,0.0002335136,0.1,2.2706914 +138.0,78.16418,-0.02794547,1717.9487,670000.0,390.0,41875.0,,10464.0,0.0002332576,0.1,2.2099922 +120.0,78.77941,-0.028154226,1717.1718,680000.0,396.0,42500.0,,10624.0,0.0002330016,0.1,2.3411727 +120.0,79.37681,-0.031474993,1720.6982,690000.0,401.0,43125.0,,10752.0,0.0002327968,0.1,2.3438709 +116.0,79.9,-0.033424832,1715.6863,700000.0,408.0,43750.0,,10912.0,0.0002325408,0.1,2.3952045 +106.0,80.26761,-0.029965391,1714.9758,710000.0,414.0,44375.0,,11072.0,0.0002322848,0.1,2.4085894 +114.0,80.736115,-0.032809738,1714.2858,720000.0,420.0,45000.0,,11232.0,0.0002320288,0.1,2.3754616 +110.0,81.136986,-0.034627445,1713.615,730000.0,426.0,45625.0,,11392.0,0.0002317728,0.1,2.4647965 +110.0,81.52702,-0.031543024,1716.9374,740000.0,431.0,46250.0,,11552.0,0.0002315168,0.1,2.3989432 +112.0,81.933334,-0.031083683,1716.2472,750000.0,437.0,46875.0,,11712.0,0.0002312608,0.1,2.4039252 +110.0,82.302635,-0.030565295,1715.5756,760000.0,443.0,47500.0,,11872.0,0.0002310048,0.1,2.437491 +102.0,82.55844,-0.028904706,1722.5951,770000.0,447.0,48125.0,,12000.0,0.0002308,0.1,2.3656018 +92.0,82.67949,-0.030678347,1721.8542,780000.0,453.0,48750.0,,12160.0,0.000230544,0.1,2.369277 +102.0,82.92405,-0.033111375,1721.1329,790000.0,459.0,49375.0,,12320.0,0.000230288,0.1,2.4378831 +96.0,83.0875,-0.033411425,1724.138,800000.0,464.0,50000.0,,12480.0,0.000230032,0.1,2.4184227 +88.0,83.14815,-0.03335412,1723.4043,810000.0,470.0,50625.0,,12640.0,0.000229776,0.1,2.4556413 +90.0,83.231705,-0.038497653,1722.6891,820000.0,476.0,51250.0,,12800.0,0.00022952,0.1,2.422469 +82.0,83.216866,-0.031800937,1721.9917,830000.0,482.0,51875.0,,12960.0,0.000229264,0.1,2.4317465 +82.0,83.20238,-0.040383734,1724.846,840000.0,487.0,52500.0,,13120.0,0.000229008,0.1,2.4344454 +68.0,83.02353,-0.032753903,1724.138,850000.0,493.0,53125.0,,13280.0,0.000228752,0.1,2.3951907 +72.0,82.89535,-0.0330002,1726.9076,860000.0,498.0,53750.0,,13408.0,0.0002285472,0.1,2.3933156 +72.0,82.77012,-0.031230425,1726.1904,870000.0,504.0,54375.0,,13568.0,0.0002282912,0.1,2.3637757 +76.0,82.693184,-0.03038842,1728.8801,880000.0,509.0,55000.0,,13728.0,0.0002280352,0.1,2.4043455 +84.0,82.70786,-0.032126732,1724.8062,890000.0,516.0,55625.0,,13888.0,0.0002277792,0.1,2.4499702 +86.0,82.744446,-0.030464038,1720.8413,900000.0,523.0,56250.0,,14048.0,0.0002275232,0.1,2.3221915 +84.0,82.75824,-0.031212589,1720.2268,910000.0,529.0,56875.0,,14208.0,0.0002272672,0.1,2.359592 +86.0,82.79348,-0.030742045,1719.6262,920000.0,535.0,57500.0,,14368.0,0.0002270112,0.1,2.3611379 +96.0,82.935486,-0.031597555,1719.0388,930000.0,541.0,58125.0,,14528.0,0.0002267552,0.1,2.4244018 +90.0,83.010635,-0.04108064,1721.6117,940000.0,546.0,58750.0,,14656.0,0.0002265504,0.1,2.4450831 +84.0,83.02105,-0.039436623,1721.0145,950000.0,552.0,59375.0,,14816.0,0.0002262944,0.1,2.466525 +94.0,83.135414,-0.02977015,1720.43,960000.0,558.0,60000.0,,14976.0,0.0002260384,0.1,2.3706117 +94.0,83.24742,-0.034272846,1722.913,970000.0,563.0,60625.0,,15136.0,0.0002257824,0.1,2.4035463 +96.0,83.37755,-0.030173045,1722.3198,980000.0,569.0,61250.0,,15296.0,0.0002255264,0.1,2.2693667 +94.0,83.48485,-0.032155234,1718.75,990000.0,576.0,61875.0,,15456.0,0.0002252704,0.1,2.3341894 +92.0,83.57,-0.027091444,1721.1704,1000000.0,581.0,62500.0,,15616.0,0.0002250144,0.1,2.3317938 +86.0,84.16333,-0.040937427,1720.6133,1010000.0,587.0,63125.0,,15776.0,0.0002247584,0.1,2.3908906 +86.0,84.59909,-0.030702539,1720.0675,1020000.0,593.0,63750.0,,15936.0,0.0002245024,0.1,2.262045 +102.0,85.11,-0.03692341,1722.4081,1030000.0,598.0,64375.0,,16064.0,0.0002242976,0.1,2.2441895 +108.0,85.74,-0.02784053,1721.8542,1040000.0,604.0,65000.0,,16224.0,0.0002240416,0.1,2.2018244 +108.0,86.4,-0.028220428,1721.3115,1050000.0,610.0,65625.0,,16384.0,0.0002237856,0.1,2.1941297 +116.0,87.16,-0.029158762,1720.7792,1060000.0,616.0,66250.0,,16544.0,0.0002235296,0.1,2.2780924 +130.0,88.04,-0.028369058,1723.0273,1070000.0,621.0,66875.0,,16704.0,0.0002232736,0.1,2.2702246 +126.0,88.84,-0.029284269,1722.488,1080000.0,627.0,67500.0,,16864.0,0.0002230176,0.1,2.2482207 +122.0,89.56,-0.033900846,1724.6836,1090000.0,632.0,68125.0,,17024.0,0.0002227616,0.1,2.2668738 +120.0,90.28,-0.026775286,1724.138,1100000.0,638.0,68750.0,,17184.0,0.0002225056,0.1,2.1879582 +122.0,90.9,-0.037698377,1723.6025,1110000.0,644.0,69375.0,,17312.0,0.0002223008,0.1,2.2890582 +118.0,91.48,-0.038333416,1725.7319,1120000.0,649.0,70000.0,,17472.0,0.0002220448,0.1,2.283452 +110.0,92.0,-0.028747698,1725.1908,1130000.0,655.0,70625.0,,17632.0,0.0002217888,0.1,2.2610273 +100.0,92.38,-0.027272802,1724.6595,1140000.0,661.0,71250.0,,17792.0,0.0002215328,0.1,2.2649634 +98.0,92.8,-0.029533705,1726.7267,1150000.0,666.0,71875.0,,17952.0,0.0002212768,0.1,2.2692032 +96.0,93.26,-0.029993199,1728.7631,1160000.0,671.0,72500.0,,18112.0,0.0002210208,0.1,2.2993054 +94.0,93.72,-0.032365423,1728.2126,1170000.0,677.0,73125.0,,18272.0,0.0002207648,0.1,2.2671227 +94.0,94.08,-0.02961969,1727.672,1180000.0,683.0,73750.0,,18432.0,0.0002205088,0.1,2.319205 +114.0,94.64,-0.028037729,1727.1407,1190000.0,689.0,74375.0,,18592.0,0.0002202528,0.1,2.1002138 +108.0,95.14,-0.035969146,1729.1066,1200000.0,694.0,75000.0,,18720.0,0.000220048,0.1,2.2151287 +114.0,95.72,-0.028213056,1728.5714,1210000.0,700.0,75625.0,,18880.0,0.000219792,0.1,2.2289188 +108.0,96.12,-0.028365286,1730.4965,1220000.0,705.0,76250.0,,19040.0,0.000219536,0.1,2.1469266 +110.0,96.4,-0.03629751,1729.9578,1230000.0,711.0,76875.0,,19200.0,0.00021928,0.1,2.1392972 +104.0,96.64,-0.037960485,1731.8436,1240000.0,716.0,77500.0,,19360.0,0.000219024,0.1,2.216424 +90.0,96.66,-0.037677087,1731.3019,1250000.0,722.0,78125.0,,19520.0,0.000218768,0.1,2.1774557 +86.0,96.72,-0.030719733,1733.1499,1260000.0,727.0,78750.0,,19680.0,0.000218512,0.1,2.169444 +84.0,96.86,-0.029582122,1730.2452,1270000.0,734.0,79375.0,,19840.0,0.000218256,0.1,2.135622 +92.0,97.2,-0.030141512,1732.0703,1280000.0,739.0,80000.0,,20000.0,0.000218,0.1,2.2572908 +94.0,97.5,-0.037073873,1731.5436,1290000.0,745.0,80625.0,,20128.0,0.0002177952,0.1,2.208239 +92.0,97.8,-0.028493105,1733.3334,1300000.0,750.0,81250.0,,20288.0,0.0002175392,0.1,2.2105799 +100.0,98.1,-0.030687287,1732.8042,1310000.0,756.0,81875.0,,20448.0,0.0002172832,0.1,2.3420331 +98.0,98.34,-0.030069873,1732.2834,1320000.0,762.0,82500.0,,20608.0,0.0002170272,0.1,2.4026134 +96.0,98.5,-0.038340256,1731.7709,1330000.0,768.0,83125.0,,20768.0,0.0002167712,0.1,2.381905 +82.0,98.5,-0.02852608,1731.2661,1340000.0,774.0,83750.0,,20928.0,0.0002165152,0.1,2.1892076 +78.0,98.36,-0.037632864,1732.991,1350000.0,779.0,84375.0,,21088.0,0.0002162592,0.1,2.162088 +70.0,98.08,-0.025353463,1734.6938,1360000.0,784.0,85000.0,,21248.0,0.0002160032,0.1,2.1064563 +68.0,97.68,-0.028303472,1736.3751,1370000.0,789.0,85625.0,,21376.0,0.0002157984,0.1,2.2272902 +76.0,97.28,-0.025510166,1735.849,1380000.0,795.0,86250.0,,21536.0,0.0002155424,0.1,2.0359235 +82.0,97.02,-0.027951611,1735.3308,1390000.0,801.0,86875.0,,21696.0,0.0002152864,0.1,2.14638 +90.0,96.86,-0.034483716,1736.9727,1400000.0,806.0,87500.0,,21856.0,0.0002150304,0.1,1.9870591 +88.0,96.9,-0.027503723,1736.4532,1410000.0,812.0,88125.0,,22016.0,0.0002147744,0.1,1.979069 +96.0,97.08,-0.02528562,1735.9413,1420000.0,818.0,88750.0,,22176.0,0.0002145184,0.1,1.9698069 +90.0,97.24,-0.027928762,1737.5455,1430000.0,823.0,89375.0,,22336.0,0.0002142624,0.1,1.9908876 +92.0,97.4,-0.028695958,1737.0326,1440000.0,829.0,90000.0,,22496.0,0.0002140064,0.1,2.039265 +94.0,97.62,-0.025224306,1736.527,1450000.0,835.0,90625.0,,22656.0,0.0002137504,0.1,2.1082087 +90.0,97.68,-0.028658358,1738.0952,1460000.0,840.0,91250.0,,22784.0,0.0002135456,0.1,2.0850496 +102.0,97.86,-0.025661463,1737.5886,1470000.0,846.0,91875.0,,22944.0,0.0002132896,0.1,2.1460679 +98.0,98.02,-0.03346298,1737.0892,1480000.0,852.0,92500.0,,23104.0,0.0002130336,0.1,2.0383449 +94.0,98.14,-0.037994716,1736.5967,1490000.0,858.0,93125.0,,23264.0,0.0002127776,0.1,2.1319664 +76.0,98.12,-0.030715747,1738.1228,1500000.0,863.0,93750.0,,23424.0,0.0002125216,0.1,2.210805 +72.0,98.04,-0.028436815,1737.6295,1510000.0,869.0,94375.0,,23584.0,0.0002122656,0.1,2.3086143 +58.0,97.88,-0.031478833,1739.1305,1520000.0,874.0,95000.0,,23744.0,0.0002120096,0.1,2.2406201 +58.0,97.76,-0.030916203,1738.6364,1530000.0,880.0,95625.0,,23904.0,0.0002117536,0.1,2.15094 +50.0,97.44,-0.039028265,1740.113,1540000.0,885.0,96250.0,,24032.0,0.0002115488,0.1,2.3097084 +44.0,96.94,-0.027865116,1739.6184,1550000.0,891.0,96875.0,,24192.0,0.0002112928,0.1,2.3264623 +44.0,96.38,-0.028441858,1741.0714,1560000.0,896.0,97500.0,,24352.0,0.0002110368,0.1,2.2787514 +48.0,95.84,-0.02861793,1740.5765,1570000.0,902.0,98125.0,,24512.0,0.0002107808,0.1,2.270864 +44.0,95.1,-0.038109206,1742.0066,1580000.0,907.0,98750.0,,24672.0,0.0002105248,0.1,2.1508675 +38.0,94.4,-0.03873236,1741.5115,1590000.0,913.0,99375.0,,24832.0,0.0002102688,0.1,2.1418993 +46.0,93.86,-0.040786628,1741.0228,1600000.0,919.0,100000.0,,24992.0,0.0002100128,0.1,2.2005632 +48.0,93.24,-0.030314643,1740.5405,1610000.0,925.0,100625.0,,25152.0,0.0002097568,0.1,2.3141294 +48.0,92.54,-0.03172662,1741.9354,1620000.0,930.0,101250.0,,25312.0,0.0002095008,0.1,2.2826123 +46.0,91.88,-0.029470075,1743.3156,1630000.0,935.0,101875.0,,25440.0,0.000209296,0.1,2.339625 +52.0,91.16,-0.03244301,1742.8268,1640000.0,941.0,102500.0,,25600.0,0.00020904,0.1,2.2549436 +58.0,90.4,-0.030182919,1742.3442,1650000.0,947.0,103125.0,,25760.0,0.000208784,0.1,2.2781692 +48.0,89.52,-0.04078505,1741.8678,1660000.0,953.0,103750.0,,25920.0,0.000208528,0.1,2.2594907 +48.0,88.62,-0.030407734,1743.2151,1670000.0,958.0,104375.0,,26080.0,0.000208272,0.1,2.2929034 +42.0,87.84,-0.034854017,1742.7386,1680000.0,964.0,105000.0,,26240.0,0.000208016,0.1,2.453313 +50.0,87.14,-0.03126843,1744.066,1690000.0,969.0,105625.0,,26400.0,0.00020776,0.1,2.364756 +46.0,86.44,-0.032230195,1743.5897,1700000.0,975.0,106250.0,,26560.0,0.000207504,0.1,2.411705 +48.0,85.86,-0.030130858,1744.898,1710000.0,980.0,106875.0,,26688.0,0.0002072992,0.1,2.3724787 +64.0,85.36,-0.032942872,1744.4219,1720000.0,986.0,107500.0,,26848.0,0.0002070432,0.1,2.4447637 +68.0,84.94,-0.036470886,1745.7114,1730000.0,991.0,108125.0,,27008.0,0.0002067872,0.1,2.4379177 +80.0,84.64,-0.034432054,1745.2357,1740000.0,997.0,108750.0,,27168.0,0.0002065312,0.1,2.49281 +96.0,84.48,-0.043448385,1744.7657,1750000.0,1003.0,109375.0,,27328.0,0.0002062752,0.1,2.4557362 +98.0,84.36,-0.037276912,1744.3013,1760000.0,1009.0,110000.0,,27488.0,0.0002060192,0.1,2.5074525 +100.0,84.34,-0.03616705,1745.5621,1770000.0,1014.0,110625.0,,27648.0,0.0002057632,0.1,2.4326982 +114.0,84.56,-0.038526434,1745.098,1780000.0,1020.0,111250.0,,27808.0,0.0002055072,0.1,2.4928124 +136.0,84.9,-0.039461184,1744.6394,1790000.0,1026.0,111875.0,,27968.0,0.0002052512,0.1,2.4380198 +158.0,85.52,-0.04063652,1747.5729,1800000.0,1030.0,112500.0,,28096.0,0.0002050464,0.1,2.4667091 +202.0,86.66,-0.038772833,1747.1042,1810000.0,1036.0,113125.0,,28256.0,0.0002047904,0.1,2.4649649 +258.0,88.34,-0.03843674,1746.6411,1820000.0,1042.0,113750.0,,28416.0,0.0002045344,0.1,2.3836832 +316.0,90.68,-0.0397755,1746.1832,1830000.0,1048.0,114375.0,,28576.0,0.0002042784,0.1,2.4959178 +376.0,93.62,-0.035989475,1745.7306,1840000.0,1054.0,115000.0,,28736.0,0.0002040224,0.1,2.4370527 +462.0,97.56,-0.038585432,1746.931,1850000.0,1059.0,115625.0,,28896.0,0.0002037664,0.1,2.4936802 +536.0,102.2,-0.038662143,1746.4789,1860000.0,1065.0,116250.0,,29056.0,0.0002035104,0.1,2.3046865 +580.0,107.28,-0.038714863,1746.0317,1870000.0,1071.0,116875.0,,29216.0,0.0002032544,0.1,2.3604012 +610.0,112.62,-0.03983631,1747.2119,1880000.0,1076.0,117500.0,,29344.0,0.0002030496,0.1,2.2767825 +656.0,118.34,-0.037576765,1746.7653,1890000.0,1082.0,118125.0,,29504.0,0.0002027936,0.1,2.3206754 +670.0,124.18,-0.037524756,1747.93,1900000.0,1087.0,118750.0,,29664.0,0.0002025376,0.1,2.2235618 +676.0,130.1,-0.03768124,1747.484,1910000.0,1093.0,119375.0,,29824.0,0.0002022816,0.1,2.3119164 +680.0,136.04,-0.03808067,1747.0427,1920000.0,1099.0,120000.0,,29984.0,0.0002020256,0.1,2.3135962 +668.0,141.76,-0.038332112,1746.6063,1930000.0,1105.0,120625.0,,30144.0,0.0002017696,0.1,2.2041416 +682.0,147.68,-0.038400993,1746.1746,1940000.0,1111.0,121250.0,,30304.0,0.0002015136,0.1,2.2546372 +676.0,153.6,-0.03740441,1747.3118,1950000.0,1116.0,121875.0,,30464.0,0.0002012576,0.1,2.1946783 +678.0,159.44,-0.03508521,1746.8806,1960000.0,1122.0,122500.0,,30624.0,0.0002010016,0.1,2.138642 +660.0,165.1,-0.039159648,1748.0035,1970000.0,1127.0,123125.0,,30752.0,0.0002007968,0.1,2.1652336 +654.0,170.68,-0.035000954,1749.1166,1980000.0,1132.0,123750.0,,30912.0,0.0002005408,0.1,2.098795 +646.0,176.2,-0.035170913,1748.6819,1990000.0,1138.0,124375.0,,31072.0,0.0002002848,0.1,2.0099912 +628.0,181.56,-0.036692772,1748.2517,2000000.0,1144.0,125000.0,,31232.0,0.0002000288,0.1,2.1625867 +620.0,186.9,-0.03777773,1747.826,2010000.0,1150.0,125625.0,,31392.0,0.0001997728,0.1,2.176622 +625.0,192.29,-0.03659259,1747.4048,2020000.0,1156.0,126250.0,,31552.0,0.0001995168,0.1,2.1625185 +623.0,197.5,-0.036184784,1746.9879,2030000.0,1162.0,126875.0,,31712.0,0.0001992608,0.1,2.032495 +639.0,202.81,-0.034775075,1748.072,2040000.0,1167.0,127500.0,,31872.0,0.0001990048,0.1,2.0588171 +643.0,208.16,-0.035569448,1749.1467,2050000.0,1172.0,128125.0,,32000.0,0.0001988,0.1,2.1588626 +653.0,213.53,-0.03407278,1747.2434,2060000.0,1179.0,128750.0,,32160.0,0.000198544,0.1,2.0405118 +667.0,218.9,-0.035818815,1746.8354,2070000.0,1185.0,129375.0,,32320.0,0.000198288,0.1,2.1174407 +662.0,224.26,-0.03471333,1746.4315,2080000.0,1191.0,130000.0,,32480.0,0.000198032,0.1,2.0898347 +656.0,229.6,-0.03572333,1746.0317,2090000.0,1197.0,130625.0,,32640.0,0.000197776,0.1,2.1226635 +648.0,234.88,-0.037139397,1745.6359,2100000.0,1203.0,131250.0,,32800.0,0.00019752,0.1,2.1074915 +652.0,240.18,-0.03492714,1746.6887,2110000.0,1208.0,131875.0,,32960.0,0.000197264,0.1,2.0363376 +642.0,245.42,-0.03436634,1746.2932,2120000.0,1214.0,132500.0,,33120.0,0.000197008,0.1,2.0423756 +644.0,250.76,-0.03505744,1747.3339,2130000.0,1219.0,133125.0,,33280.0,0.000196752,0.1,2.051014 +644.0,256.2,-0.035855077,1748.366,2140000.0,1224.0,133750.0,,33408.0,0.0001965472,0.1,2.038096 +644.0,261.66,-0.033926174,1747.9675,2150000.0,1230.0,134375.0,,33568.0,0.0001962912,0.1,2.00081 +646.0,267.16,-0.03338395,1748.9879,2160000.0,1235.0,135000.0,,33728.0,0.0001960352,0.1,1.925572 +658.0,272.8,-0.03467669,1748.5898,2170000.0,1241.0,135625.0,,33888.0,0.0001957792,0.1,1.9634435 +660.0,278.46,-0.033493795,1748.1957,2180000.0,1247.0,136250.0,,34048.0,0.0001955232,0.1,1.8773763 +674.0,284.06,-0.034108285,1747.8053,2190000.0,1253.0,136875.0,,34208.0,0.0001952672,0.1,1.9970047 +678.0,289.76,-0.03467835,1748.8076,2200000.0,1258.0,137500.0,,34368.0,0.0001950112,0.1,2.019879 +688.0,295.5,-0.035010815,1749.802,2210000.0,1263.0,138125.0,,34528.0,0.0001947552,0.1,1.976684 +682.0,301.24,-0.034150377,1749.4089,2220000.0,1269.0,138750.0,,34656.0,0.0001945504,0.1,1.9807627 +682.0,306.96,-0.035146084,1749.0197,2230000.0,1275.0,139375.0,,34816.0,0.0001942944,0.1,2.020344 +666.0,312.58,-0.03322115,1750.0,2240000.0,1280.0,140000.0,,34976.0,0.0001940384,0.1,1.9493823 +678.0,318.46,-0.032952957,1749.6112,2250000.0,1286.0,140625.0,,35136.0,0.0001937824,0.1,1.948558 +678.0,324.38,-0.034175877,1749.226,2260000.0,1292.0,141250.0,,35296.0,0.0001935264,0.1,1.8696616 +674.0,330.28,-0.030276658,1748.8444,2270000.0,1298.0,141875.0,,35456.0,0.0001932704,0.1,2.0525663 +716.0,336.52,-0.034751702,1748.4663,2280000.0,1304.0,142500.0,,35616.0,0.0001930144,0.1,1.9061939 +738.0,342.96,-0.034698796,1748.0916,2290000.0,1310.0,143125.0,,35776.0,0.0001927584,0.1,2.0595486 +750.0,349.54,-0.033709276,1747.7203,2300000.0,1316.0,143750.0,,35936.0,0.0001925024,0.1,2.0136647 +738.0,355.92,-0.034136478,1748.6753,2310000.0,1321.0,144375.0,,36064.0,0.0001922976,0.1,1.8902875 +748.0,362.42,-0.032914948,1748.3044,2320000.0,1327.0,145000.0,,36224.0,0.0001920416,0.1,1.9659216 +774.0,369.2,-0.03318621,1747.937,2330000.0,1333.0,145625.0,,36384.0,0.0001917856,0.1,1.9042239 +776.0,376.14,-0.03492514,1748.8789,2340000.0,1338.0,146250.0,,36544.0,0.0001915296,0.1,2.0915236 +770.0,383.06,-0.035877787,1748.512,2350000.0,1344.0,146875.0,,36704.0,0.0001912736,0.1,1.9426744 +776.0,390.12,-0.035119534,1749.4441,2360000.0,1349.0,147500.0,,36864.0,0.0001910176,0.1,1.9880612 +800.0,397.44,-0.03348025,1749.0775,2370000.0,1355.0,148125.0,,37024.0,0.0001907616,0.1,1.9247028 +792.0,404.6,-0.03283364,1750.0,2380000.0,1360.0,148750.0,,37184.0,0.0001905056,0.1,1.9807372 +806.0,411.84,-0.03433157,1750.9158,2390000.0,1365.0,149375.0,,37312.0,0.0001903008,0.1,2.18327 +786.0,418.8,-0.034162387,1750.547,2400000.0,1371.0,150000.0,,37472.0,0.0001900448,0.1,2.1058087 +778.0,425.7,-0.033404075,1751.4535,2410000.0,1376.0,150625.0,,37632.0,0.0001897888,0.1,2.043988 +780.0,432.54,-0.03747764,1751.0853,2420000.0,1382.0,151250.0,,37792.0,0.0001895328,0.1,2.1290295 +784.0,439.48,-0.03348915,1751.9827,2430000.0,1387.0,151875.0,,37952.0,0.0001892768,0.1,1.8668962 +818.0,446.74,-0.035953157,1751.6152,2440000.0,1393.0,152500.0,,38112.0,0.0001890208,0.1,1.8768277 +792.0,453.72,-0.034235246,1751.2509,2450000.0,1399.0,153125.0,,38272.0,0.0001887648,0.1,1.7538583 +832.0,461.14,-0.032998525,1750.8896,2460000.0,1405.0,153750.0,,38432.0,0.0001885088,0.1,1.9043534 +842.0,468.54,-0.034828592,1750.5315,2470000.0,1411.0,154375.0,,38592.0,0.0001882528,0.1,1.9852953 +866.0,476.22,-0.032730505,1750.1764,2480000.0,1417.0,155000.0,,38720.0,0.000188048,0.1,1.9006245 +872.0,484.0,-0.031229012,1749.8243,2490000.0,1423.0,155625.0,,38880.0,0.000187792,0.1,2.0351715 +890.0,492.14,-0.03509894,1749.4751,2500000.0,1429.0,156250.0,,39040.0,0.000187536,0.1,2.0375223 +900.0,500.42,-0.029790279,1749.1289,2510000.0,1435.0,156875.0,,39200.0,0.00018728,0.1,1.9144962 +968.0,509.52,-0.033496402,1750.0,2520000.0,1440.0,157500.0,,39360.0,0.000187024,0.1,1.9396608 +998.0,518.92,-0.030192573,1748.4451,2530000.0,1447.0,158125.0,,39520.0,0.000186768,0.1,1.8734 +1007.0,528.49,-0.033234805,1748.1074,2540000.0,1453.0,158750.0,,39680.0,0.000186512,0.1,1.8764473 +1015.0,538.2,-0.031161169,1747.7725,2550000.0,1459.0,159375.0,,39840.0,0.000186256,0.1,1.8748937 +1057.0,548.33,-0.029717436,1748.6339,2560000.0,1464.0,160000.0,,40000.0,0.000186,0.1,1.8018405 +1111.0,558.96,-0.031615146,1749.4895,2570000.0,1469.0,160625.0,,40128.0,0.0001857952,0.1,1.8558329 +1147.0,569.99,-0.029340995,1749.1526,2580000.0,1475.0,161250.0,,40288.0,0.0001855392,0.1,1.7780509 +1171.0,581.32,-0.032388784,1750.0,2590000.0,1480.0,161875.0,,40448.0,0.0001852832,0.1,1.9362166 +1263.0,593.49,-0.027879877,1748.4869,2600000.0,1487.0,162500.0,,40608.0,0.0001850272,0.1,1.9373119 +1252.0,605.53,-0.02980009,1749.3297,2610000.0,1492.0,163125.0,,40768.0,0.0001847712,0.1,1.767257 +1348.0,618.53,-0.031340204,1748.9987,2620000.0,1498.0,163750.0,,40928.0,0.0001845152,0.1,1.8952951 +1366.0,631.73,-0.026637595,1749.8336,2630000.0,1503.0,164375.0,,41088.0,0.0001842592,0.1,1.7867377 +1400.0,645.21,-0.031289738,1749.5029,2640000.0,1509.0,165000.0,,41248.0,0.0001840032,0.1,1.8767123 +1372.0,658.35,-0.031392008,1749.1749,2650000.0,1515.0,165625.0,,41376.0,0.0001837984,0.1,1.8957262 +1352.0,671.39,-0.028955523,1750.0,2660000.0,1520.0,166250.0,,41536.0,0.0001835424,0.1,1.8761044 +1444.0,685.35,-0.026354551,1749.6724,2670000.0,1526.0,166875.0,,41696.0,0.0001832864,0.1,1.7986338 +1476.0,699.69,-0.03039354,1749.3473,2680000.0,1532.0,167500.0,,41856.0,0.0001830304,0.1,1.7560327 +1522.0,714.41,-0.025387362,1749.0247,2690000.0,1538.0,168125.0,,42016.0,0.0001827744,0.1,1.8025527 +1680.0,730.75,-0.02752058,1748.7047,2700000.0,1544.0,168750.0,,42176.0,0.0001825184,0.1,1.716 +1728.0,747.55,-0.02871635,1748.3871,2710000.0,1550.0,169375.0,,42336.0,0.0001822624,0.1,1.7120676 +1822.0,765.13,-0.0280623,1748.072,2720000.0,1556.0,170000.0,,42496.0,0.0001820064,0.1,1.7056992 +1848.0,782.93,-0.028143574,1747.7593,2730000.0,1562.0,170625.0,,42656.0,0.0001817504,0.1,1.6910621 +1952.0,801.65,-0.023503859,1747.449,2740000.0,1568.0,171250.0,,42784.0,0.0001815456,0.1,1.608124 +2040.0,821.09,-0.02566863,1747.141,2750000.0,1574.0,171875.0,,42944.0,0.0001812896,0.1,1.6270783 +2184.0,841.95,-0.025728235,1747.9418,2760000.0,1579.0,172500.0,,43104.0,0.0001810336,0.1,1.707666 +2450.0,865.45,-0.025956921,1747.634,2770000.0,1585.0,173125.0,,43264.0,0.0001807776,0.1,1.6298784 +2578.0,890.09,-0.02600332,1747.3287,2780000.0,1591.0,173750.0,,43424.0,0.0001805216,0.1,1.7482708 +2578.0,914.51,-0.025212204,1747.0256,2790000.0,1597.0,174375.0,,43584.0,0.0001802656,0.1,1.6266097 +2822.0,941.15,-0.030350702,1747.8152,2800000.0,1602.0,175000.0,,43744.0,0.0001800096,0.1,1.7548677 +2892.0,968.05,-0.025918055,1747.5125,2810000.0,1608.0,175625.0,,43904.0,0.0001797536,0.1,1.7361723 +2872.0,994.19,-0.028731363,1748.295,2820000.0,1613.0,176250.0,,44032.0,0.0001795488,0.1,1.6647835 +2878.0,1019.81,-0.022851339,1747.9926,2830000.0,1619.0,176875.0,,44192.0,0.0001792928,0.1,1.5826309 +2936.0,1045.41,-0.026991148,1748.7684,2840000.0,1624.0,177500.0,,44352.0,0.0001790368,0.1,1.5885489 +3158.0,1072.37,-0.024655467,1748.4663,2850000.0,1630.0,178125.0,,44512.0,0.0001787808,0.1,1.6123941 +3308.0,1100.09,-0.025919503,1749.2355,2860000.0,1635.0,178750.0,,44672.0,0.0001785248,0.1,1.6549237 +3358.0,1127.87,-0.023558512,1748.9336,2870000.0,1641.0,179375.0,,44832.0,0.0001782688,0.1,1.5389848 +3432.0,1156.09,-0.023252156,1749.6963,2880000.0,1646.0,180000.0,,44992.0,0.0001780128,0.1,1.5461411 +3528.0,1184.81,-0.03018069,1749.3947,2890000.0,1652.0,180625.0,,45152.0,0.0001777568,0.1,1.618081 +3612.0,1214.23,-0.024782782,1749.0953,2900000.0,1658.0,181250.0,,45312.0,0.0001775008,0.1,1.6896056 +3494.0,1242.41,-0.02419093,1749.8496,2910000.0,1663.0,181875.0,,45440.0,0.000177296,0.1,1.5952884 +3558.0,1271.19,-0.026431974,1750.5995,2920000.0,1668.0,182500.0,,45600.0,0.00017704,0.1,1.648586 +3600.0,1300.51,-0.026999164,1750.2987,2930000.0,1674.0,183125.0,,45760.0,0.000176784,0.1,1.6669044 +3588.0,1329.57,-0.025071505,1751.0422,2940000.0,1679.0,183750.0,,45920.0,0.000176528,0.1,1.6256258 +3592.0,1358.73,-0.025982603,1750.7418,2950000.0,1685.0,184375.0,,46080.0,0.000176272,0.1,1.5934474 +3630.0,1388.25,-0.028552484,1751.4792,2960000.0,1690.0,185000.0,,46240.0,0.000176016,0.1,1.6535707 +3756.0,1419.21,-0.026398566,1751.1792,2970000.0,1696.0,185625.0,,46400.0,0.00017576,0.1,1.6235323 +3828.0,1450.95,-0.02250372,1751.9106,2980000.0,1701.0,186250.0,,46560.0,0.000175504,0.1,1.4924288 +3988.0,1484.37,-0.023895634,1752.6377,2990000.0,1706.0,186875.0,,46688.0,0.0001752992,0.1,1.5165125 +4268.0,1520.77,-0.024345417,1752.3364,3000000.0,1712.0,187500.0,,46848.0,0.0001750432,0.1,1.5370554 +4426.0,1558.83,-0.025546389,1752.0372,3010000.0,1718.0,188125.0,,47008.0,0.0001747872,0.1,1.6131078 +4448.0,1597.06,-0.029037187,1751.7401,3020000.0,1724.0,188750.0,,47168.0,0.0001745312,0.1,1.752029 +4458.0,1635.41,-0.027414154,1751.4451,3030000.0,1730.0,189375.0,,47328.0,0.0001742752,0.1,1.6465873 +4568.0,1674.7,-0.024729505,1752.1614,3040000.0,1735.0,190000.0,,47488.0,0.0001740192,0.1,1.6716144 +4558.0,1713.85,-0.02689679,1751.8667,3050000.0,1741.0,190625.0,,47648.0,0.0001737632,0.1,1.6454047 +4456.0,1751.88,-0.02755864,1751.5741,3060000.0,1747.0,191250.0,,47808.0,0.0001735072,0.1,1.6312494 +4482.0,1790.03,-0.027895711,1752.2831,3070000.0,1752.0,191875.0,,47968.0,0.0001732512,0.1,1.7922655 +4554.0,1828.95,-0.024168769,1751.9908,3080000.0,1758.0,192500.0,,48096.0,0.0001730464,0.1,1.6995703 +4564.0,1868.03,-0.023566702,1751.7007,3090000.0,1764.0,193125.0,,48256.0,0.0001727904,0.1,1.603119 +4676.0,1908.31,-0.0274709,1752.4025,3100000.0,1769.0,193750.0,,48416.0,0.0001725344,0.1,1.7213259 +4808.0,1949.87,-0.02670103,1752.1127,3110000.0,1775.0,194375.0,,48576.0,0.0001722784,0.1,1.5867833 +4842.0,1991.87,-0.024394982,1752.809,3120000.0,1780.0,195000.0,,48736.0,0.0001720224,0.1,1.5907273 +4762.0,2033.05,-0.024167692,1752.5197,3130000.0,1786.0,195625.0,,48896.0,0.0001717664,0.1,1.6915097 +4920.0,2075.81,-0.021491516,1753.2104,3140000.0,1791.0,196250.0,,49056.0,0.0001715104,0.1,1.6283722 +4920.0,2118.57,-0.024063528,1752.9215,3150000.0,1797.0,196875.0,,49216.0,0.0001712544,0.1,1.5870366 +4944.0,2161.55,-0.02584791,1753.607,3160000.0,1802.0,197500.0,,49344.0,0.0001710496,0.1,1.7215095 +4846.0,2203.43,-0.023944706,1753.3186,3170000.0,1808.0,198125.0,,49504.0,0.0001707936,0.1,1.5537132 +4876.0,2245.59,-0.028259808,1753.032,3180000.0,1814.0,198750.0,,49664.0,0.0001705376,0.1,1.6648251 +4810.0,2286.95,-0.021762127,1753.7108,3190000.0,1819.0,199375.0,,49824.0,0.0001702816,0.1,1.5212903 +4794.0,2328.11,-0.02444609,1753.4247,3200000.0,1825.0,200000.0,,49984.0,0.0001700256,0.1,1.6378508 +4768.0,2368.91,-0.022796912,1752.1833,3210000.0,1832.0,200625.0,,50144.0,0.0001697696,0.1,1.496028 +4806.0,2410.15,-0.025607042,1751.9043,3220000.0,1838.0,201250.0,,50304.0,0.0001695136,0.1,1.652765 +4890.0,2452.23,-0.024863143,1751.627,3230000.0,1844.0,201875.0,,50464.0,0.0001692576,0.1,1.7102339 +4980.0,2495.37,-0.023527326,1751.3513,3240000.0,1850.0,202500.0,,50624.0,0.0001690016,0.1,1.5760593 +5150.0,2540.09,-0.022534449,1752.9666,3250000.0,1854.0,203125.0,,50752.0,0.0001687968,0.1,1.6514761 +5332.0,2586.63,-0.02421312,1752.6882,3260000.0,1860.0,203750.0,,50912.0,0.0001685408,0.1,1.5536206 +5392.0,2633.81,-0.021897644,1752.4116,3270000.0,1866.0,204375.0,,51072.0,0.0001682848,0.1,1.5970347 +5468.0,2681.33,-0.023284249,1752.1367,3280000.0,1872.0,205000.0,,51232.0,0.0001680288,0.1,1.4681418 +5524.0,2729.19,-0.021435732,1751.8636,3290000.0,1878.0,205625.0,,51392.0,0.0001677728,0.1,1.4828564 +5574.0,2777.43,-0.016943013,1752.5226,3300000.0,1883.0,206250.0,,51552.0,0.0001675168,0.1,1.4910033 +5766.0,2827.71,-0.02251582,1752.2499,3310000.0,1889.0,206875.0,,51712.0,0.0001672608,0.1,1.5128332 +5764.0,2877.87,-0.02020651,1751.9789,3320000.0,1895.0,207500.0,,51872.0,0.0001670048,0.1,1.5290706 +5856.0,2928.69,-0.020588722,1751.7096,3330000.0,1901.0,208125.0,,52000.0,0.0001668,0.1,1.4483395 +5912.0,2980.05,-0.021438265,1751.442,3340000.0,1907.0,208750.0,,52160.0,0.000166544,0.1,1.5493649 +5908.0,3031.43,-0.020144518,1752.092,3350000.0,1912.0,209375.0,,52320.0,0.000166288,0.1,1.466058 +5970.0,3083.37,-0.019413056,1751.8248,3360000.0,1918.0,210000.0,,52480.0,0.000166032,0.1,1.49927 +6108.0,3136.45,-0.025744317,1751.5592,3370000.0,1924.0,210625.0,,52640.0,0.000165776,0.1,1.6098399 +6276.0,3191.29,-0.021329043,1752.2032,3380000.0,1929.0,211250.0,,52800.0,0.00016552,0.1,1.4966589 +6354.0,3246.77,-0.02258417,1751.938,3390000.0,1935.0,211875.0,,52960.0,0.000165264,0.1,1.5974867 +6524.0,3304.15,-0.026453307,1752.5773,3400000.0,1940.0,212500.0,,53120.0,0.000165008,0.1,1.6120429 +6524.0,3361.61,-0.02062812,1752.3124,3410000.0,1946.0,213125.0,,53280.0,0.000164752,0.1,1.4847629 +6586.0,3419.67,-0.022807416,1752.9473,3420000.0,1951.0,213750.0,,53408.0,0.0001645472,0.1,1.5922393 +6632.0,3478.15,-0.016902383,1752.6826,3430000.0,1957.0,214375.0,,53568.0,0.0001642912,0.1,1.4992406 +6856.0,3538.53,-0.0205699,1752.4198,3440000.0,1963.0,215000.0,,53728.0,0.0001640352,0.1,1.5139749 +6952.0,3600.13,-0.021270122,1752.1584,3450000.0,1969.0,215625.0,,53888.0,0.0001637792,0.1,1.5724585 +7164.0,3663.45,-0.02027654,1751.8987,3460000.0,1975.0,216250.0,,54048.0,0.0001635232,0.1,1.4406772 +7208.0,3727.11,-0.020634858,1752.5253,3470000.0,1980.0,216875.0,,54208.0,0.0001632672,0.1,1.4739687 +7208.0,3790.53,-0.022773774,1753.1486,3480000.0,1985.0,217500.0,,54368.0,0.0001630112,0.1,1.3953302 +7436.0,3856.17,-0.02072467,1752.888,3490000.0,1991.0,218125.0,,54528.0,0.0001627552,0.1,1.5292956 +7718.0,3924.45,-0.02005854,1753.507,3500000.0,1996.0,218750.0,,54656.0,0.0001625504,0.1,1.6050434 +7686.0,3992.31,-0.018971633,1754.1229,3510000.0,2001.0,219375.0,,54816.0,0.0001622944,0.1,1.4547662 +7840.0,4061.03,-0.024034912,1753.8615,3520000.0,2007.0,220000.0,,54976.0,0.0001620384,0.1,1.472162 +7982.0,4130.87,-0.023718197,1753.6016,3530000.0,2013.0,220625.0,,55136.0,0.0001617824,0.1,1.5934415 +7982.0,4200.62,-0.019824708,1753.3433,3540000.0,2019.0,221250.0,,55296.0,0.0001615264,0.1,1.5051003 +8092.0,4271.39,-0.02051467,1753.9525,3550000.0,2024.0,221875.0,,55456.0,0.0001612704,0.1,1.5526435 +8276.0,4343.58,-0.023431687,1753.6946,3560000.0,2030.0,222500.0,,55616.0,0.0001610144,0.1,1.5521773 +8302.0,4415.49,-0.020304548,1753.4381,3570000.0,2036.0,223125.0,,55776.0,0.0001607584,0.1,1.5210356 +8322.0,4487.24,-0.024225764,1754.0421,3580000.0,2041.0,223750.0,,55936.0,0.0001605024,0.1,1.5257686 +8368.0,4559.21,-0.025112178,1754.6432,3590000.0,2046.0,224375.0,,56064.0,0.0001602976,0.1,1.5998391 +8378.0,4630.36,-0.022850864,1754.386,3600000.0,2052.0,225000.0,,56224.0,0.0001600416,0.1,1.6584007 +8396.0,4701.8,-0.025784895,1753.2783,3610000.0,2059.0,225625.0,,56384.0,0.0001597856,0.1,1.7109942 +8488.0,4773.2,-0.02509741,1753.876,3620000.0,2064.0,226250.0,,56544.0,0.0001595296,0.1,1.620022 +8444.0,4843.98,-0.024455817,1753.6232,3630000.0,2070.0,226875.0,,56704.0,0.0001592736,0.1,1.5499449 +8446.0,4914.44,-0.021957021,1754.2169,3640000.0,2075.0,227500.0,,56864.0,0.0001590176,0.1,1.60824 +8432.0,4985.04,-0.02536543,1753.9645,3650000.0,2081.0,228125.0,,57024.0,0.0001587616,0.1,1.6785326 +8478.0,5056.3,-0.02345093,1753.7135,3660000.0,2087.0,228750.0,,57184.0,0.0001585056,0.1,1.6700563 +8504.0,5126.9,-0.02535914,1754.3021,3670000.0,2092.0,229375.0,,57312.0,0.0001583008,0.1,1.6659815 +8542.0,5197.56,-0.025152719,1754.0515,3680000.0,2098.0,230000.0,,57472.0,0.0001580448,0.1,1.606921 +8486.0,5267.2,-0.026592335,1753.8022,3690000.0,2104.0,230625.0,,57632.0,0.0001577888,0.1,1.6346693 +8339.0,5333.79,-0.025578987,1754.386,3700000.0,2109.0,231250.0,,57792.0,0.0001575328,0.1,1.7100441 +8249.0,5399.0,-0.024581471,1754.1371,3710000.0,2115.0,231875.0,,57952.0,0.0001572768,0.1,1.5991626 +8117.0,5461.95,-0.025009576,1754.717,3720000.0,2120.0,232500.0,,58112.0,0.0001570208,0.1,1.6618676 +8099.0,5524.46,-0.022732632,1753.6437,3730000.0,2127.0,233125.0,,58272.0,0.0001567648,0.1,1.5359856 +7909.0,5584.03,-0.024013087,1753.3989,3740000.0,2133.0,233750.0,,58432.0,0.0001565088,0.1,1.5976136 +7825.0,5641.88,-0.022523805,1753.9757,3750000.0,2138.0,234375.0,,58592.0,0.0001562528,0.1,1.5716538 +8021.0,5700.25,-0.022640008,1754.5497,3760000.0,2143.0,235000.0,,58720.0,0.000156048,0.1,1.5260558 +7853.0,5754.28,-0.019777898,1754.3043,3770000.0,2149.0,235625.0,,58880.0,0.000155792,0.1,1.4180107 +7893.0,5807.43,-0.019358898,1754.0603,3780000.0,2155.0,236250.0,,59040.0,0.000155536,0.1,1.36831 +8045.0,5862.1,-0.022991674,1754.6296,3790000.0,2160.0,236875.0,,59200.0,0.00015528,0.1,1.5095644 +8101.0,5914.89,-0.020269299,1755.1963,3800000.0,2165.0,237500.0,,59360.0,0.000155024,0.1,1.4638317 +8069.0,5966.66,-0.022680162,1754.9517,3810000.0,2171.0,238125.0,,59520.0,0.000154768,0.1,1.5177461 +8003.0,6017.97,-0.024487812,1754.7084,3820000.0,2177.0,238750.0,,59680.0,0.000154512,0.1,1.6462427 +8179.0,6070.98,-0.023967993,1754.4663,3830000.0,2183.0,239375.0,,59840.0,0.000154256,0.1,1.5584967 +8179.0,6123.41,-0.02266193,1754.2257,3840000.0,2189.0,240000.0,,60000.0,0.000154,0.1,1.7141458 +8321.0,6175.04,-0.02442659,1754.7858,3850000.0,2194.0,240625.0,,60128.0,0.0001537952,0.1,1.6235754 +8315.0,6225.11,-0.023558833,1754.5454,3860000.0,2200.0,241250.0,,60288.0,0.0001535392,0.1,1.5847878 +8421.0,6275.74,-0.024323653,1754.3064,3870000.0,2206.0,241875.0,,60448.0,0.0001532832,0.1,1.6419877 +8455.0,6325.97,-0.022854855,1754.862,3880000.0,2211.0,242500.0,,60608.0,0.0001530272,0.1,1.569197 +8615.0,6376.84,-0.025170786,1754.6234,3890000.0,2217.0,243125.0,,60768.0,0.0001527712,0.1,1.5684874 +8555.0,6426.27,-0.025596857,1754.386,3900000.0,2223.0,243750.0,,60928.0,0.0001525152,0.1,1.5727078 +8617.0,6477.5,-0.023250034,1754.1499,3910000.0,2229.0,244375.0,,61088.0,0.0001522592,0.1,1.6129949 +8615.0,6528.07,-0.025009846,1754.7001,3920000.0,2234.0,245000.0,,61248.0,0.0001520032,0.1,1.5999582 +8491.0,6576.98,-0.024411134,1755.2479,3930000.0,2239.0,245625.0,,61376.0,0.0001517984,0.1,1.6048055 +8493.0,6626.03,-0.024123246,1755.0111,3940000.0,2245.0,246250.0,,61536.0,0.0001515424,0.1,1.6258628 +8443.0,6674.54,-0.022069413,1754.7756,3950000.0,2251.0,246875.0,,61696.0,0.0001512864,0.1,1.5113702 +8684.0,6725.08,-0.02296184,1755.3191,3960000.0,2256.0,247500.0,,61856.0,0.0001510304,0.1,1.5125246 +8759.0,6775.11,-0.020723032,1755.084,3970000.0,2262.0,248125.0,,62016.0,0.0001507744,0.1,1.529773 +8683.0,6823.66,-0.022478035,1754.8501,3980000.0,2268.0,248750.0,,62176.0,0.0001505184,0.1,1.5369508 +8791.0,6871.69,-0.026751399,1755.3894,3990000.0,2273.0,249375.0,,62336.0,0.0001502624,0.1,1.5961746 +8857.0,6917.58,-0.023096416,1755.1558,4000000.0,2279.0,250000.0,,62496.0,0.0001500064,0.1,1.4401016 +8899.0,6962.31,-0.024838312,1754.9235,4010000.0,2285.0,250625.0,,62656.0,0.0001497504,0.1,1.6270652 +8881.0,7006.64,-0.023492074,1755.4585,4020000.0,2290.0,251250.0,,62784.0,0.0001495456,0.1,1.4706807 +8807.0,7050.13,-0.02473991,1755.2264,4030000.0,2296.0,251875.0,,62944.0,0.0001492896,0.1,1.6023449 +8615.0,7090.6,-0.026470004,1754.9956,4040000.0,2302.0,252500.0,,63104.0,0.0001490336,0.1,1.6026368 +8481.0,7129.83,-0.027741397,1755.5266,4050000.0,2307.0,253125.0,,63264.0,0.0001487776,0.1,1.5315425 +8469.0,7169.96,-0.026253236,1754.5376,4060000.0,2314.0,253750.0,,63424.0,0.0001485216,0.1,1.5121262 +8537.0,7210.51,-0.019812379,1754.3103,4070000.0,2320.0,254375.0,,63584.0,0.0001482656,0.1,1.5769345 +8499.0,7249.96,-0.020869968,1754.0842,4080000.0,2326.0,255000.0,,63744.0,0.0001480096,0.1,1.5080695 +8543.0,7289.75,-0.022406632,1754.6117,4090000.0,2331.0,255625.0,,63904.0,0.0001477536,0.1,1.4920218 +8367.0,7326.66,-0.025036678,1754.386,4100000.0,2337.0,256250.0,,64032.0,0.0001475488,0.1,1.5083354 +8471.0,7363.29,-0.025322994,1754.9103,4110000.0,2342.0,256875.0,,64192.0,0.0001472928,0.1,1.4313185 +8435.0,7399.22,-0.022093365,1754.6848,4120000.0,2348.0,257500.0,,64352.0,0.0001470368,0.1,1.4644918 +8435.0,7435.95,-0.021169737,1755.2062,4130000.0,2353.0,258125.0,,64512.0,0.0001467808,0.1,1.3345592 +8443.0,7471.18,-0.02215636,1754.2373,4140000.0,2360.0,258750.0,,64672.0,0.0001465248,0.1,1.3610086 +8395.0,7505.93,-0.022263397,1754.0153,4150000.0,2366.0,259375.0,,64832.0,0.0001462688,0.1,1.4130104 +8555.0,7542.04,-0.021165328,1753.7943,4160000.0,2372.0,260000.0,,64992.0,0.0001460128,0.1,1.5418471 +8549.0,7579.07,-0.023128105,1754.3121,4170000.0,2377.0,260625.0,,65152.0,0.0001457568,0.1,1.3444135 +8557.0,7615.88,-0.018864978,1754.0914,4180000.0,2383.0,261250.0,,65312.0,0.0001455008,0.1,1.5485691 +8677.0,7654.55,-0.022948828,1754.6063,4190000.0,2388.0,261875.0,,65440.0,0.000145296,0.1,1.3959751 +8791.0,7694.52,-0.022941913,1754.386,4200000.0,2394.0,262500.0,,65600.0,0.00014504,0.1,1.5342839 +8857.0,7735.41,-0.01978526,1754.8978,4210000.0,2399.0,263125.0,,65760.0,0.000144784,0.1,1.4779855 +8857.0,7775.92,-0.02542282,1754.6777,4220000.0,2405.0,263750.0,,65920.0,0.000144528,0.1,1.5078619 +8780.0,7814.82,-0.023864519,1754.4587,4230000.0,2411.0,264375.0,,66080.0,0.000144272,0.1,1.5264914 +8772.0,7852.74,-0.023315232,1754.2408,4240000.0,2417.0,265000.0,,66240.0,0.000144016,0.1,1.4509267 +8914.0,7890.38,-0.022888828,1754.7482,4250000.0,2422.0,265625.0,,66400.0,0.00014376,0.1,1.5259933 +8928.0,7926.34,-0.019701406,1754.5305,4260000.0,2428.0,266250.0,,66560.0,0.000143504,0.1,1.5209529 +8940.0,7961.82,-0.022255907,1755.0349,4270000.0,2433.0,266875.0,,66688.0,0.0001432992,0.1,1.5728071 +8884.0,7995.98,-0.022840664,1754.8175,4280000.0,2439.0,267500.0,,66848.0,0.0001430432,0.1,1.5674425 +9014.0,8030.88,-0.027910417,1755.3191,4290000.0,2444.0,268125.0,,67008.0,0.0001427872,0.1,1.5260968 +9156.0,8066.7,-0.024691507,1755.102,4300000.0,2450.0,268750.0,,67168.0,0.0001425312,0.1,1.5321286 +9108.0,8100.12,-0.025883773,1754.886,4310000.0,2456.0,269375.0,,67328.0,0.0001422752,0.1,1.5153201 +9288.0,8135.36,-0.02441848,1754.671,4320000.0,2462.0,270000.0,,67488.0,0.0001420192,0.1,1.4551667 +9598.0,8172.78,-0.02526899,1755.1682,4330000.0,2467.0,270625.0,,67648.0,0.0001417632,0.1,1.5267502 +9624.0,8209.9,-0.024598217,1754.9535,4340000.0,2473.0,271250.0,,67808.0,0.0001415072,0.1,1.4507152 +9748.0,8248.3,-0.023981735,1754.7399,4350000.0,2479.0,271875.0,,67968.0,0.0001412512,0.1,1.4597969 +9882.0,8287.42,-0.024371568,1755.2335,4360000.0,2484.0,272500.0,,68096.0,0.0001410464,0.1,1.3168025 +9882.0,8325.16,-0.020269388,1755.7252,4370000.0,2489.0,273125.0,,68256.0,0.0001407904,0.1,1.3632858 +9938.0,8361.78,-0.024255833,1755.511,4380000.0,2495.0,273750.0,,68416.0,0.0001405344,0.1,1.4026299 +10028.0,8398.52,-0.023834504,1755.2979,4390000.0,2501.0,274375.0,,68576.0,0.0001402784,0.1,1.3723772 +10254.0,8435.82,-0.019301213,1755.7861,4400000.0,2506.0,275000.0,,68736.0,0.0001400224,0.1,1.4664989 +10344.0,8474.02,-0.021205392,1755.5732,4410000.0,2512.0,275625.0,,68896.0,0.0001397664,0.1,1.4600564 +10180.0,8509.96,-0.024569586,1755.3615,4420000.0,2518.0,276250.0,,69056.0,0.0001395104,0.1,1.3831422 +10264.0,8546.28,-0.019871173,1755.1505,4430000.0,2524.0,276875.0,,69216.0,0.0001392544,0.1,1.4486487 +10298.0,8580.7,-0.026026724,1755.6346,4440000.0,2529.0,277500.0,,69344.0,0.0001390496,0.1,1.5308139 +10378.0,8614.96,-0.02220986,1755.4241,4450000.0,2535.0,278125.0,,69504.0,0.0001387936,0.1,1.3878535 +10318.0,8646.5,-0.019565823,1755.2145,4460000.0,2541.0,278750.0,,69664.0,0.0001385376,0.1,1.3824134 +10366.0,8678.08,-0.0272092,1755.0059,4470000.0,2547.0,279375.0,,69824.0,0.0001382816,0.1,1.5417526 +10356.0,8709.56,-0.024300188,1755.4858,4480000.0,2552.0,280000.0,,69984.0,0.0001380256,0.1,1.5551995 +10362.0,8738.82,-0.027763378,1755.2776,4490000.0,2558.0,280625.0,,70144.0,0.0001377696,0.1,1.4860742 +10344.0,8765.08,-0.021394212,1755.755,4500000.0,2563.0,281250.0,,70304.0,0.0001375136,0.1,1.5378115 +10228.0,8790.5,-0.023693314,1755.5469,4510000.0,2569.0,281875.0,,70464.0,0.0001372576,0.1,1.5607316 +10286.0,8814.96,-0.021553349,1755.3398,4520000.0,2575.0,282500.0,,70624.0,0.0001370016,0.1,1.4901812 +10276.0,8837.9,-0.023473684,1755.1337,4530000.0,2581.0,283125.0,,70752.0,0.0001367968,0.1,1.5669503 +10044.0,8858.52,-0.024082782,1755.607,4540000.0,2586.0,283750.0,,70912.0,0.0001365408,0.1,1.4691926 +9950.0,8877.1,-0.02001103,1755.4012,4550000.0,2592.0,284375.0,,71072.0,0.0001362848,0.1,1.4886979 +9946.0,8893.8,-0.022961691,1755.8722,4560000.0,2597.0,285000.0,,71232.0,0.0001360288,0.1,1.4609048 +9992.0,8910.7,-0.021241957,1755.6665,4570000.0,2603.0,285625.0,,71392.0,0.0001357728,0.1,1.4741207 +9908.0,8926.56,-0.023441765,1756.135,4580000.0,2608.0,286250.0,,71552.0,0.0001355168,0.1,1.4963801 +9880.0,8941.68,-0.023339618,1755.9296,4590000.0,2614.0,286875.0,,71712.0,0.0001352608,0.1,1.5256071 +9938.0,8957.28,-0.025914885,1755.7252,4600000.0,2620.0,287500.0,,71872.0,0.0001350048,0.1,1.4322779 +9746.0,8970.78,-0.021450708,1756.1904,4610000.0,2625.0,288125.0,,72000.0,0.0001348,0.1,1.4955603 +9790.0,8983.8,-0.023701556,1756.654,4620000.0,2630.0,288750.0,,72160.0,0.000134544,0.1,1.4244964 +9693.0,8996.29,-0.023230858,1756.4492,4630000.0,2636.0,289375.0,,72320.0,0.000134288,0.1,1.4701278 +9577.0,9007.6,-0.017975809,1756.9103,4640000.0,2641.0,290000.0,,72480.0,0.000134032,0.1,1.4207311 +9625.0,9019.53,-0.026265722,1756.7057,4650000.0,2647.0,290625.0,,72640.0,0.000133776,0.1,1.4670564 +9539.0,9030.14,-0.023981493,1757.1644,4660000.0,2652.0,291250.0,,72800.0,0.00013352,0.1,1.6001507 +9423.0,9039.33,-0.026722439,1756.9601,4670000.0,2658.0,291875.0,,72960.0,0.000133264,0.1,1.544025 +9363.0,9047.54,-0.021305624,1756.7567,4680000.0,2664.0,292500.0,,73120.0,0.000133008,0.1,1.5434844 +9315.0,9055.83,-0.024763873,1756.5543,4690000.0,2670.0,293125.0,,73280.0,0.000132752,0.1,1.5137317 +9397.0,9066.41,-0.022632279,1756.3528,4700000.0,2676.0,293750.0,,73408.0,0.0001325472,0.1,1.3986616 +9401.0,9077.93,-0.023373572,1756.8071,4710000.0,2681.0,294375.0,,73568.0,0.0001322912,0.1,1.4498465 +9359.0,9090.35,-0.022594314,1756.6058,4720000.0,2687.0,295000.0,,73728.0,0.0001320352,0.1,1.4571534 +9405.0,9103.41,-0.021807296,1756.4055,4730000.0,2693.0,295625.0,,73888.0,0.0001317792,0.1,1.4549153 +9465.0,9118.97,-0.02279039,1756.8569,4740000.0,2698.0,296250.0,,74048.0,0.0001315232,0.1,1.4433022 +9501.0,9135.73,-0.021819135,1756.6569,4750000.0,2704.0,296875.0,,74208.0,0.0001312672,0.1,1.4352243 +9501.0,9150.53,-0.026287833,1756.4575,4760000.0,2710.0,297500.0,,74368.0,0.0001310112,0.1,1.4711931 +9489.0,9166.89,-0.023487229,1756.9061,4770000.0,2715.0,298125.0,,74528.0,0.0001307552,0.1,1.504579 +9675.0,9184.71,-0.025885426,1756.7072,4780000.0,2721.0,298750.0,,74656.0,0.0001305504,0.1,1.3884361 +9727.0,9201.53,-0.02631882,1757.1533,4790000.0,2726.0,299375.0,,74816.0,0.0001302944,0.1,1.5008066 +9703.0,9217.55,-0.024408441,1756.9546,4800000.0,2732.0,300000.0,,74976.0,0.0001300384,0.1,1.4574043 +9691.0,9233.77,-0.024616709,1757.3986,4810000.0,2737.0,300625.0,,75136.0,0.0001297824,0.1,1.3158362 +9881.0,9252.55,-0.026337834,1757.2002,4820000.0,2743.0,301250.0,,75296.0,0.0001295264,0.1,1.3558625 +9881.0,9269.57,-0.023636539,1757.0026,4830000.0,2749.0,301875.0,,75456.0,0.0001292704,0.1,1.3861895 +9953.0,9287.31,-0.025352675,1757.4437,4840000.0,2754.0,302500.0,,75616.0,0.0001290144,0.1,1.3606246 +9981.0,9303.91,-0.023180889,1756.6099,4850000.0,2761.0,303125.0,,75776.0,0.0001287584,0.1,1.4955013 +10099.0,9321.75,-0.027975261,1756.4149,4860000.0,2767.0,303750.0,,75936.0,0.0001285024,0.1,1.3460608 +10149.0,9339.03,-0.024987502,1756.2207,4870000.0,2773.0,304375.0,,76064.0,0.0001282976,0.1,1.4809252 +10239.0,9356.87,-0.026618678,1756.0273,4880000.0,2779.0,305000.0,,76224.0,0.0001280416,0.1,1.4607089 +10215.0,9372.87,-0.022328636,1755.8348,4890000.0,2785.0,305625.0,,76384.0,0.0001277856,0.1,1.4195955 +10233.0,9389.65,-0.023592882,1756.2725,4900000.0,2790.0,306250.0,,76544.0,0.0001275296,0.1,1.4076264 +10241.0,9405.89,-0.02611297,1756.0801,4910000.0,2796.0,306875.0,,76704.0,0.0001272736,0.1,1.3444028 +10318.0,9422.92,-0.017947715,1755.8887,4920000.0,2802.0,307500.0,,76864.0,0.0001270176,0.1,1.4559484 +10314.0,9441.15,-0.026782556,1755.698,4930000.0,2808.0,308125.0,,77024.0,0.0001267616,0.1,1.4173898 +10296.0,9459.18,-0.018024176,1755.5082,4940000.0,2814.0,308750.0,,77184.0,0.0001265056,0.1,1.4587939 +10232.0,9477.07,-0.023434613,1755.9418,4950000.0,2819.0,309375.0,,77312.0,0.0001263008,0.1,1.4150357 +10314.0,9493.37,-0.023643097,1755.7522,4960000.0,2825.0,310000.0,,77472.0,0.0001260448,0.1,1.4427917 +10190.0,9507.68,-0.021788882,1756.1837,4970000.0,2830.0,310625.0,,77632.0,0.0001257888,0.1,1.341975 +10280.0,9523.65,-0.02526652,1755.9944,4980000.0,2836.0,311250.0,,77792.0,0.0001255328,0.1,1.4055777 +10362.0,9539.36,-0.022717636,1756.4238,4990000.0,2841.0,311875.0,,77952.0,0.0001252768,0.1,1.36177 +10362.0,9554.41,-0.022686431,1756.2346,5000000.0,2847.0,312500.0,,78112.0,0.0001250208,0.1,1.3679597 +10482.0,9570.24,-0.02722967,1756.0463,5010000.0,2853.0,313125.0,,78272.0,0.0001247648,0.1,1.4679192 +10594.0,9587.37,-0.01984185,1755.8586,5020000.0,2859.0,313750.0,,78432.0,0.0001245088,0.1,1.4032044 +10628.0,9605.58,-0.02557572,1756.2849,5030000.0,2864.0,314375.0,,78592.0,0.0001242528,0.1,1.3750194 +10702.0,9626.45,-0.026077298,1756.7096,5040000.0,2869.0,315000.0,,78720.0,0.000124048,0.1,1.4398859 +10664.0,9648.28,-0.022253515,1756.5217,5050000.0,2875.0,315625.0,,78880.0,0.000123792,0.1,1.4278868 +10600.0,9669.59,-0.022520771,1756.3346,5060000.0,2881.0,316250.0,,79040.0,0.000123536,0.1,1.4105074 +10658.0,9690.8,-0.021562673,1756.1482,5070000.0,2887.0,316875.0,,79200.0,0.00012328,0.1,1.4584686 +10684.0,9712.65,-0.023509841,1755.9626,5080000.0,2893.0,317500.0,,79360.0,0.000123024,0.1,1.4779263 +10740.0,9734.62,-0.025920788,1755.7778,5090000.0,2899.0,318125.0,,79520.0,0.000122768,0.1,1.3626037 +10818.0,9759.13,-0.024295744,1756.1984,5100000.0,2904.0,318750.0,,79680.0,0.000122512,0.1,1.3384526 +10936.0,9783.78,-0.023124933,1756.0138,5110000.0,2910.0,319375.0,,79840.0,0.000122256,0.1,1.3630124 +10934.0,9808.77,-0.024532996,1755.83,5120000.0,2916.0,320000.0,,80000.0,0.000122,0.1,1.3990974 +11150.0,9835.92,-0.021915346,1756.2478,5130000.0,2921.0,320625.0,,80128.0,0.0001217952,0.1,1.3970457 +11290.0,9864.39,-0.021731261,1756.0642,5140000.0,2927.0,321250.0,,80288.0,0.0001215392,0.1,1.4287994 +11346.0,9893.9,-0.024658162,1755.8813,5150000.0,2933.0,321875.0,,80448.0,0.0001212832,0.1,1.4647803 +11424.0,9922.59,-0.019824719,1755.6992,5160000.0,2939.0,322500.0,,80608.0,0.0001210272,0.1,1.3808322 +11326.0,9950.36,-0.02451639,1756.1141,5170000.0,2944.0,323125.0,,80768.0,0.0001207712,0.1,1.4977014 +11314.0,9977.93,-0.023938611,1755.9323,5180000.0,2950.0,323750.0,,80928.0,0.0001205152,0.1,1.3821378 +11124.0,10002.4,-0.02532159,1755.751,5190000.0,2956.0,324375.0,,81088.0,0.0001202592,0.1,1.3434945 +11252.0,10027.01,-0.026684914,1756.1635,5200000.0,2961.0,325000.0,,81248.0,0.0001200032,0.1,1.4956799 +11246.0,10050.9,-0.02372261,1756.5745,5210000.0,2966.0,325625.0,,81376.0,0.0001197984,0.1,1.3851719 +11346.0,10075.79,-0.022187488,1756.393,5220000.0,2972.0,326250.0,,81536.0,0.0001195424,0.1,1.4218214 +11442.0,10102.41,-0.024160748,1756.2123,5230000.0,2978.0,326875.0,,81696.0,0.0001192864,0.1,1.2817868 +11292.0,10127.61,-0.025147906,1756.0322,5240000.0,2984.0,327500.0,,81856.0,0.0001190304,0.1,1.4324487 +11452.0,10152.99,-0.025446473,1755.8528,5250000.0,2990.0,328125.0,,82016.0,0.0001187744,0.1,1.4477109 +11594.0,10179.65,-0.023182157,1756.2604,5260000.0,2995.0,328750.0,,82176.0,0.0001185184,0.1,1.302434 +11596.0,10206.21,-0.02228546,1756.0813,5270000.0,3001.0,329375.0,,82336.0,0.0001182624,0.1,1.3098986 +11526.0,10232.63,-0.01980409,1755.903,5280000.0,3007.0,330000.0,,82496.0,0.0001180064,0.1,1.274305 +11556.0,10258.05,-0.021254335,1755.7252,5290000.0,3013.0,330625.0,,82656.0,0.0001177504,0.1,1.2775645 +11692.0,10283.41,-0.022579363,1756.1299,5300000.0,3018.0,331250.0,,82784.0,0.0001175456,0.1,1.250185 +11694.0,10309.27,-0.022841277,1755.9524,5310000.0,3024.0,331875.0,,82944.0,0.0001172896,0.1,1.1450238 +11760.0,10333.99,-0.019872915,1756.3552,5320000.0,3029.0,332500.0,,83104.0,0.0001170336,0.1,1.2708044 +11828.0,10356.29,-0.020889929,1756.178,5330000.0,3035.0,333125.0,,83264.0,0.0001167776,0.1,1.2714217 +11862.0,10378.67,-0.023326183,1756.0013,5340000.0,3041.0,333750.0,,83424.0,0.0001165216,0.1,1.2288404 +11964.0,10400.83,-0.019640192,1756.4019,5350000.0,3046.0,334375.0,,83584.0,0.0001162656,0.1,1.2337592 +11946.0,10421.47,-0.021774042,1756.2255,5360000.0,3052.0,335000.0,,83744.0,0.0001160096,0.1,1.2338958 +11976.0,10442.41,-0.022533523,1756.6241,5370000.0,3057.0,335625.0,,83904.0,0.0001157536,0.1,1.2737968 +11972.0,10462.75,-0.023907995,1756.4479,5380000.0,3063.0,336250.0,,84032.0,0.0001155488,0.1,1.190244 +12094.0,10483.41,-0.024670726,1756.2725,5390000.0,3069.0,336875.0,,84192.0,0.0001152928,0.1,1.2464187 +12164.0,10502.51,-0.020690523,1756.0975,5400000.0,3075.0,337500.0,,84352.0,0.0001150368,0.1,1.3181794 +12230.0,10521.37,-0.023022735,1756.4935,5410000.0,3080.0,338125.0,,84512.0,0.0001147808,0.1,1.153853 +12322.0,10542.79,-0.01947256,1756.3188,5420000.0,3086.0,338750.0,,84672.0,0.0001145248,0.1,1.2896239 +12322.0,10563.37,-0.023218552,1756.713,5430000.0,3091.0,339375.0,,84832.0,0.0001142688,0.1,1.28686 +12340.0,10583.79,-0.020670947,1756.5386,5440000.0,3097.0,340000.0,,84992.0,0.0001140128,0.1,1.22293 +12352.0,10603.53,-0.024893181,1756.3649,5450000.0,3103.0,340625.0,,85152.0,0.0001137568,0.1,1.337014 +12316.0,10623.51,-0.022868875,1756.1917,5460000.0,3109.0,341250.0,,85312.0,0.0001135008,0.1,1.3712771 +12314.0,10642.99,-0.02346802,1756.5831,5470000.0,3114.0,341875.0,,85440.0,0.000113296,0.1,1.385384 +12352.0,10662.95,-0.022656525,1756.4103,5480000.0,3120.0,342500.0,,85600.0,0.00011304,0.1,1.2893801 +12376.0,10683.09,-0.022707067,1756.8,5490000.0,3125.0,343125.0,,85760.0,0.000112784,0.1,1.2188764 +12466.0,10704.31,-0.022030892,1756.6273,5500000.0,3131.0,343750.0,,85920.0,0.000112528,0.1,1.3337748 +12424.0,10726.27,-0.023158101,1757.0153,5510000.0,3136.0,344375.0,,86080.0,0.000112272,0.1,1.3122833 +12568.0,10749.09,-0.021883015,1757.9618,5520000.0,3140.0,345000.0,,86240.0,0.000112016,0.1,1.3065337 +12752.0,10773.85,-0.024245959,1758.3466,5530000.0,3145.0,345625.0,,86400.0,0.00011176,0.1,1.3297662 +12846.0,10801.87,-0.022999918,1758.7301,5540000.0,3150.0,346250.0,,86560.0,0.000111504,0.1,1.2571743 +12912.0,10831.49,-0.023868855,1759.1125,5550000.0,3155.0,346875.0,,86688.0,0.0001112992,0.1,1.1954128 +12918.0,10861.21,-0.02194712,1759.4937,5560000.0,3160.0,347500.0,,86848.0,0.0001110432,0.1,1.1904973 +12928.0,10890.57,-0.021355184,1759.8737,5570000.0,3165.0,348125.0,,87008.0,0.0001107872,0.1,1.2120223 +12992.0,10921.41,-0.022385843,1760.2523,5580000.0,3170.0,348750.0,,87168.0,0.0001105312,0.1,1.3462758 +13094.0,10953.55,-0.023001695,1760.6299,5590000.0,3175.0,349375.0,,87328.0,0.0001102752,0.1,1.2963085 +13100.0,10985.17,-0.022120293,1761.0063,5600000.0,3180.0,350000.0,,87488.0,0.0001100192,0.1,1.2945154 +13030.0,11018.01,-0.01939871,1761.3815,5610000.0,3185.0,350625.0,,87648.0,0.0001097632,0.1,1.3446696 +12988.0,11049.99,-0.021160064,1761.7555,5620000.0,3190.0,351250.0,,87808.0,0.0001095072,0.1,1.2436407 +12944.0,11082.5,-0.022448054,1762.68,5630000.0,3194.0,351875.0,,87968.0,0.0001092512,0.1,1.300515 +13010.0,11116.83,-0.02374701,1763.0509,5640000.0,3199.0,352500.0,,88096.0,0.0001090464,0.1,1.3549283 +13136.0,11151.94,-0.022236288,1763.4208,5650000.0,3204.0,353125.0,,88256.0,0.0001087904,0.1,1.2538418 +13204.0,11188.59,-0.023699122,1764.3391,5660000.0,3208.0,353750.0,,88416.0,0.0001085344,0.1,1.3299463 +13204.0,11226.4,-0.0206635,1764.7059,5670000.0,3213.0,354375.0,,88576.0,0.0001082784,0.1,1.2817464 +13146.0,11264.23,-0.021612626,1765.0715,5680000.0,3218.0,355000.0,,88736.0,0.0001080224,0.1,1.3201746 +13168.0,11302.76,-0.021958767,1765.4359,5690000.0,3223.0,355625.0,,88896.0,0.0001077664,0.1,1.3122702 +13068.0,11339.47,-0.02312402,1766.3464,5700000.0,3227.0,356250.0,,89056.0,0.0001075104,0.1,1.3523648 +13110.0,11376.56,-0.023998037,1766.7079,5710000.0,3232.0,356875.0,,89216.0,0.0001072544,0.1,1.3536284 +13134.0,11414.31,-0.022610739,1767.0682,5720000.0,3237.0,357500.0,,89344.0,0.0001070496,0.1,1.307329 +13048.0,11450.74,-0.022917068,1767.4275,5730000.0,3242.0,358125.0,,89504.0,0.0001067936,0.1,1.2735035 +13086.0,11486.95,-0.024645675,1767.7856,5740000.0,3247.0,358750.0,,89664.0,0.0001065376,0.1,1.1706755 +13060.0,11522.54,-0.023790073,1768.1427,5750000.0,3252.0,359375.0,,89824.0,0.0001062816,0.1,1.2362076 +13074.0,11558.27,-0.02389926,1768.4987,5760000.0,3257.0,360000.0,,89984.0,0.0001060256,0.1,1.1727493 +13056.0,11593.94,-0.02333418,1769.3959,5770000.0,3261.0,360625.0,,90144.0,0.0001057696,0.1,1.3510787 +13072.0,11627.91,-0.025767572,1769.7489,5780000.0,3266.0,361250.0,,90304.0,0.0001055136,0.1,1.3441561 +13070.0,11661.34,-0.022402799,1770.1008,5790000.0,3271.0,361875.0,,90464.0,0.0001052576,0.1,1.3343651 +13122.0,11695.53,-0.025206605,1770.4518,5800000.0,3276.0,362500.0,,90624.0,0.0001050016,0.1,1.3267713 +13144.0,11730.06,-0.02123637,1771.3414,5810000.0,3280.0,363125.0,,90752.0,0.0001047968,0.1,1.179626 +13106.0,11762.31,-0.022864634,1771.1504,5820000.0,3286.0,363750.0,,90912.0,0.0001045408,0.1,1.3543651 +13154.0,11795.04,-0.017960794,1772.0365,5830000.0,3290.0,364375.0,,91072.0,0.0001042848,0.1,1.2977927 +13146.0,11826.97,-0.022231417,1772.3824,5840000.0,3295.0,365000.0,,91232.0,0.0001040288,0.1,1.2495797 +13124.0,11858.4,-0.021675661,1772.7273,5850000.0,3300.0,365625.0,,91392.0,0.0001037728,0.1,1.2045214 +13106.0,11888.47,-0.02059693,1773.071,5860000.0,3305.0,366250.0,,91552.0,0.0001035168,0.1,1.3108008 +12992.0,11916.9,-0.020623267,1773.414,5870000.0,3310.0,366875.0,,91712.0,0.0001032608,0.1,1.289351 +12966.0,11944.17,-0.022986716,1773.7556,5880000.0,3315.0,367500.0,,91872.0,0.0001030048,0.1,1.2573557 +12966.0,11971.68,-0.023840616,1774.6309,5890000.0,3319.0,368125.0,,92000.0,0.0001028,0.1,1.2905986 +13036.0,11999.71,-0.022911193,1774.97,5900000.0,3324.0,368750.0,,92160.0,0.000102544,0.1,1.2301117 +12874.0,12026.04,-0.022474231,1775.3079,5910000.0,3329.0,369375.0,,92320.0,0.000102288,0.1,1.2956092 +12838.0,12051.24,-0.023201345,1775.6449,5920000.0,3334.0,370000.0,,92480.0,0.000102032,0.1,1.3312762 +12836.0,12076.46,-0.022356397,1775.9808,5930000.0,3339.0,370625.0,,92640.0,0.000101776,0.1,1.3264515 +12874.0,12102.24,-0.025555626,1776.8472,5940000.0,3343.0,371250.0,,92800.0,0.00010152,0.1,1.4177787 +12798.0,12127.9,-0.018788498,1777.1804,5950000.0,3348.0,371875.0,,92960.0,0.000101264,0.1,1.2553804 +12838.0,12153.14,-0.01866316,1777.5127,5960000.0,3353.0,372500.0,,93120.0,0.000101008,0.1,1.2850884 +12858.0,12179.82,-0.019015692,1777.844,5970000.0,3358.0,373125.0,,93280.0,0.000100752,0.1,1.3649033 +12940.0,12206.42,-0.025070256,1778.7031,5980000.0,3362.0,373750.0,,93408.0,0.0001005472,0.1,1.3921199 +12878.0,12231.58,-0.025148466,1779.0317,5990000.0,3367.0,374375.0,,93568.0,0.0001002912,0.1,1.3453519 +12836.0,12256.32,-0.022348328,1779.3594,6000000.0,3372.0,375000.0,,93728.0,0.0001000352,0.1,1.3094373 +12760.0,12279.1,-0.026092775,1779.6862,6010000.0,3377.0,375625.0,,93888.0,9.97792e-05,0.1,1.318548 +12708.0,12300.24,-0.025813906,1780.0118,6020000.0,3382.0,376250.0,,94048.0,9.95232e-05,0.1,1.2310377 +12718.0,12321.14,-0.026015222,1780.3365,6030000.0,3387.0,376875.0,,94208.0,9.92672e-05,0.1,1.4124599 +12724.0,12341.36,-0.024818014,1780.6604,6040000.0,3392.0,377500.0,,94368.0,9.90112e-05,0.1,1.3358684 +12692.0,12361.64,-0.02650339,1781.5077,6050000.0,3396.0,378125.0,,94528.0,9.87552e-05,0.1,1.3831944 +12566.0,12381.3,-0.022314675,1781.8289,6060000.0,3401.0,378750.0,,94656.0,9.85504e-05,0.1,1.3071698 +12570.0,12400.42,-0.024654556,1782.1492,6070000.0,3406.0,379375.0,,94816.0,9.82944e-05,0.1,1.3392525 +12668.0,12420.26,-0.025871806,1782.9912,6080000.0,3410.0,380000.0,,94976.0,9.80384e-05,0.1,1.3658504 +12590.0,12438.76,-0.020159455,1783.309,6090000.0,3415.0,380625.0,,95136.0,9.77824e-05,0.1,1.4065576 +12640.0,12456.98,-0.022592785,1783.6257,6100000.0,3420.0,381250.0,,95296.0,9.75264e-05,0.1,1.2578576 +12556.0,12473.18,-0.02458371,1783.9417,6110000.0,3425.0,381875.0,,95456.0,9.72704e-05,0.1,1.2962215 +12594.0,12489.78,-0.019939616,1784.2566,6120000.0,3430.0,382500.0,,95616.0,9.70144e-05,0.1,1.2342081 +12546.0,12503.74,-0.023634668,1784.5706,6130000.0,3435.0,383125.0,,95776.0,9.67584e-05,0.1,1.2430884 +12518.0,12516.02,-0.025209678,1784.8837,6140000.0,3440.0,383750.0,,95936.0,9.65024e-05,0.1,1.3569331 +12498.0,12527.54,-0.023808725,1785.1959,6150000.0,3445.0,384375.0,,96064.0,9.62976e-05,0.1,1.2858568 +12484.0,12538.14,-0.022831421,1785.5072,6160000.0,3450.0,385000.0,,96224.0,9.60416e-05,0.1,1.2498244 +12460.0,12549.48,-0.023636179,1785.8176,6170000.0,3455.0,385625.0,,96384.0,9.57856e-05,0.1,1.2568371 +12446.0,12560.8,-0.020950325,1786.1272,6180000.0,3460.0,386250.0,,96544.0,9.55296e-05,0.1,1.2393496 +12486.0,12574.42,-0.022344846,1786.4358,6190000.0,3465.0,386875.0,,96704.0,9.52736e-05,0.1,1.2178595 +12486.0,12586.76,-0.022347277,1787.2585,6200000.0,3469.0,387500.0,,96864.0,9.50176e-05,0.1,1.2621772 +12562.0,12599.92,-0.024028126,1787.5648,6210000.0,3474.0,388125.0,,97024.0,9.47616e-05,0.1,1.2981317 +12684.0,12613.3,-0.024023537,1787.8701,6220000.0,3479.0,388750.0,,97184.0,9.45056e-05,0.1,1.3324867 +12692.0,12625.8,-0.023338128,1788.1746,6230000.0,3484.0,389375.0,,97312.0,9.43008e-05,0.1,1.2894182 +12746.0,12640.34,-0.021486448,1788.9908,6240000.0,3488.0,390000.0,,97472.0,9.40448e-05,0.1,1.2901258 +12736.0,12653.18,-0.023708891,1789.2928,6250000.0,3493.0,390625.0,,97632.0,9.37888e-05,0.1,1.3262234 +12692.0,12664.16,-0.020662695,1789.594,6260000.0,3498.0,391250.0,,97792.0,9.35328e-05,0.1,1.3133376 +12788.0,12676.08,-0.021259362,1789.8944,6270000.0,3503.0,391875.0,,97952.0,9.32768e-05,0.1,1.2252069 +12906.0,12689.88,-0.02470044,1790.1938,6280000.0,3508.0,392500.0,,98112.0,9.30208e-05,0.1,1.3631134 +12908.0,12703.4,-0.022022007,1790.4924,6290000.0,3513.0,393125.0,,98272.0,9.27648e-05,0.1,1.2996373 +12962.0,12716.1,-0.026247995,1790.7902,6300000.0,3518.0,393750.0,,98432.0,9.25088e-05,0.1,1.2470639 +12924.0,12728.4,-0.0222494,1791.0872,6310000.0,3523.0,394375.0,,98592.0,9.22528e-05,0.1,1.2953094 +12924.0,12740.04,-0.017428407,1791.8911,6320000.0,3527.0,395000.0,,98720.0,9.2048e-05,0.1,1.1684264 +12900.0,12750.76,-0.024801066,1792.1858,6330000.0,3532.0,395625.0,,98880.0,9.1792e-05,0.1,1.3294357 +12868.0,12760.82,-0.01983836,1792.4795,6340000.0,3537.0,396250.0,,99040.0,9.1536e-05,0.1,1.284622 +12850.0,12769.68,-0.023560984,1792.7725,6350000.0,3542.0,396875.0,,99200.0,9.128e-05,0.1,1.343504 +13022.0,12780.44,-0.025786486,1793.0646,6360000.0,3547.0,397500.0,,99360.0,9.1024e-05,0.1,1.4221171 +13072.0,12791.4,-0.0206945,1793.3558,6370000.0,3552.0,398125.0,,99520.0,9.0768e-05,0.1,1.2635945 +13038.0,12802.06,-0.020020911,1793.6464,6380000.0,3557.0,398750.0,,99680.0,9.0512e-05,0.1,1.3923837 +13038.0,12811.5,-0.023523746,1794.4398,6390000.0,3561.0,399375.0,,99840.0,9.0256e-05,0.1,1.308703 +13066.0,12820.52,-0.025862725,1794.728,6400000.0,3566.0,400000.0,,100000.0,9e-05,0.1,1.2027361 +12966.0,12827.88,-0.02454956,1795.0154,6410000.0,3571.0,400625.0,,100128.0,8.97952e-05,0.1,1.2582836 +13060.0,12835.26,-0.022119269,1795.302,6420000.0,3576.0,401250.0,,100288.0,8.95392e-05,0.1,1.2695053 +13034.0,12842.38,-0.021964647,1795.5878,6430000.0,3581.0,401875.0,,100448.0,8.92832e-05,0.1,1.2481202 +12956.0,12848.54,-0.021595733,1796.3738,6440000.0,3585.0,402500.0,,100608.0,8.90272e-05,0.1,1.2757663 +12974.0,12854.76,-0.01906726,1796.6573,6450000.0,3590.0,403125.0,,100768.0,8.87712e-05,0.1,1.2719269 +12892.0,12860.52,-0.018657282,1796.9402,6460000.0,3595.0,403750.0,,100928.0,8.85152e-05,0.1,1.3284634 +12840.0,12865.78,-0.017726416,1797.2222,6470000.0,3600.0,404375.0,,101088.0,8.82592e-05,0.1,1.342553 +12894.0,12871.2,-0.022202026,1797.5034,6480000.0,3605.0,405000.0,,101248.0,8.80032e-05,0.1,1.3895874 +12884.0,12876.28,-0.023328332,1797.7839,6490000.0,3610.0,405625.0,,101376.0,8.77984e-05,0.1,1.3141115 +12918.0,12880.8,-0.022159819,1798.5612,6500000.0,3614.0,406250.0,,101536.0,8.75424e-05,0.1,1.2274747 +12984.0,12886.4,-0.021425208,1798.8395,6510000.0,3619.0,406875.0,,101696.0,8.72864e-05,0.1,1.3379996 +13016.0,12890.88,-0.024061842,1799.117,6520000.0,3624.0,407500.0,,101856.0,8.70304e-05,0.1,1.229829 +12938.0,12892.74,-0.023350604,1799.3938,6530000.0,3629.0,408125.0,,102016.0,8.67744e-05,0.1,1.2997682 +12930.0,12893.58,-0.014879769,1799.6698,6540000.0,3634.0,408750.0,,102176.0,8.65184e-05,0.1,1.2098061 +12936.0,12893.82,-0.023804199,1799.9451,6550000.0,3639.0,409375.0,,102336.0,8.62624e-05,0.1,1.2540873 +12918.0,12893.82,-0.02378181,1800.2195,6560000.0,3644.0,410000.0,,102496.0,8.60064e-05,0.1,1.382809 +12912.0,12893.66,-0.022662448,1800.4933,6570000.0,3649.0,410625.0,,102656.0,8.57504e-05,0.1,1.2652166 +12888.0,12892.62,-0.022842303,1801.2593,6580000.0,3653.0,411250.0,,102784.0,8.55456e-05,0.1,1.2235229 +12730.0,12888.98,-0.023369992,1801.5309,6590000.0,3658.0,411875.0,,102944.0,8.52896e-05,0.1,1.3396314 +12776.0,12885.74,-0.020887464,1802.2938,6600000.0,3662.0,412500.0,,103104.0,8.50336e-05,0.1,1.2185464 +12746.0,12882.9,-0.020542223,1802.5634,6610000.0,3667.0,413125.0,,103264.0,8.47776e-05,0.1,1.2800268 +12778.0,12880.8,-0.021739252,1802.8323,6620000.0,3672.0,413750.0,,103424.0,8.45216e-05,0.1,1.2299812 +12774.0,12879.1,-0.0234106,1803.1003,6630000.0,3677.0,414375.0,,103584.0,8.42656e-05,0.1,1.272452 +12808.0,12877.08,-0.023021523,1803.3677,6640000.0,3682.0,415000.0,,103744.0,8.40096e-05,0.1,1.2836399 +12844.0,12874.16,-0.025344918,1803.6344,6650000.0,3687.0,415625.0,,103904.0,8.37536e-05,0.1,1.3839724 +12844.0,12870.56,-0.023685496,1804.389,6660000.0,3691.0,416250.0,,104032.0,8.35488e-05,0.1,1.3175514 +12840.0,12866.92,-0.022797693,1804.6537,6670000.0,3696.0,416875.0,,104192.0,8.32928e-05,0.1,1.1787742 +12898.0,12864.44,-0.023573237,1804.9176,6680000.0,3701.0,417500.0,,104352.0,8.30368e-05,0.1,1.2676985 +12864.0,12861.4,-0.022182439,1805.1808,6690000.0,3706.0,418125.0,,104512.0,8.27808e-05,0.1,1.2826881 +12924.0,12859.96,-0.023663556,1805.9299,6700000.0,3710.0,418750.0,,104672.0,8.25248e-05,0.1,1.3122824 +12870.0,12857.56,-0.017449992,1806.1912,6710000.0,3715.0,419375.0,,104832.0,8.22688e-05,0.1,1.4229252 +12794.0,12854.16,-0.02569453,1806.4517,6720000.0,3720.0,420000.0,,104992.0,8.20128e-05,0.1,1.4119236 +12784.0,12851.52,-0.024218071,1806.7114,6730000.0,3725.0,420625.0,,105152.0,8.17568e-05,0.1,1.4685807 +12680.0,12847.46,-0.019206395,1807.4551,6740000.0,3729.0,421250.0,,105312.0,8.15008e-05,0.1,1.3449544 +12610.0,12842.96,-0.024367213,1807.7129,6750000.0,3734.0,421875.0,,105440.0,8.1296e-05,0.1,1.3726306 +12684.0,12839.06,-0.019896742,1807.9701,6760000.0,3739.0,422500.0,,105600.0,8.104e-05,0.1,1.3198729 +12718.0,12835.68,-0.02403202,1808.7096,6770000.0,3743.0,423125.0,,105760.0,8.0784e-05,0.1,1.4742415 +12688.0,12831.84,-0.024438806,1808.9647,6780000.0,3748.0,423750.0,,105920.0,8.0528e-05,0.1,1.3626833 +12680.0,12827.94,-0.023100827,1809.2192,6790000.0,3753.0,424375.0,,106080.0,8.0272e-05,0.1,1.457764 +12734.0,12824.06,-0.023943577,1809.4731,6800000.0,3758.0,425000.0,,106240.0,8.0016e-05,0.1,1.3243542 +12798.0,12820.6,-0.02436955,1809.7263,6810000.0,3763.0,425625.0,,106400.0,7.976e-05,0.1,1.3600984 +12872.0,12818.26,-0.024415284,1810.4592,6820000.0,3767.0,426250.0,,106560.0,7.9504e-05,0.1,1.372032 +12838.0,12815.1,-0.022728756,1810.7104,6830000.0,3772.0,426875.0,,106688.0,7.92992e-05,0.1,1.3589337 +12836.0,12812.0,-0.023919586,1810.961,6840000.0,3777.0,427500.0,,106848.0,7.90432e-05,0.1,1.403672 +12786.0,12808.62,-0.022027383,1810.7322,6850000.0,3783.0,428125.0,,107008.0,7.87872e-05,0.1,1.3609005 +12790.0,12805.46,-0.021099826,1810.982,6860000.0,3788.0,428750.0,,107168.0,7.85312e-05,0.1,1.3008755 +12792.0,12803.46,-0.02297085,1811.2312,6870000.0,3793.0,429375.0,,107328.0,7.82752e-05,0.1,1.3272117 +12844.0,12802.24,-0.022982145,1811.4797,6880000.0,3798.0,430000.0,,107488.0,7.80192e-05,0.1,1.2972938 +12800.0,12800.58,-0.02138672,1811.7275,6890000.0,3803.0,430625.0,,107648.0,7.77632e-05,0.1,1.3274887 +12702.0,12797.24,-0.021947093,1811.9747,6900000.0,3808.0,431250.0,,107808.0,7.75072e-05,0.1,1.2892977 +12622.0,12794.72,-0.02178861,1811.7462,6910000.0,3814.0,431875.0,,107968.0,7.72512e-05,0.1,1.337862 +12622.0,12792.56,-0.022672065,1812.4673,6920000.0,3818.0,432500.0,,108096.0,7.70464e-05,0.1,1.2800901 +12696.0,12791.16,-0.023178866,1812.7125,6930000.0,3823.0,433125.0,,108256.0,7.67904e-05,0.1,1.3266052 +12706.0,12789.48,-0.0235699,1813.4309,6940000.0,3827.0,433750.0,,108416.0,7.65344e-05,0.1,1.3886609 +12712.0,12788.62,-0.024986014,1813.6743,6950000.0,3832.0,434375.0,,108576.0,7.62784e-05,0.1,1.4037848 +12662.0,12786.86,-0.023547044,1813.9171,6960000.0,3837.0,435000.0,,108736.0,7.60224e-05,0.1,1.353687 +12682.0,12785.1,-0.023770722,1814.1593,6970000.0,3842.0,435625.0,,108896.0,7.57664e-05,0.1,1.3103765 +12440.0,12780.1,-0.02267166,1814.8726,6980000.0,3846.0,436250.0,,109056.0,7.55104e-05,0.1,1.2842219 +12288.0,12774.2,-0.017526506,1815.1129,6990000.0,3851.0,436875.0,,109216.0,7.52544e-05,0.1,1.2412682 +12308.0,12768.92,-0.023690837,1815.3527,7000000.0,3856.0,437500.0,,109344.0,7.50496e-05,0.1,1.2533817 +12254.0,12763.86,-0.022860505,1816.0621,7010000.0,3860.0,438125.0,,109504.0,7.47936e-05,0.1,1.2324464 +12252.0,12759.3,-0.021677628,1816.3002,7020000.0,3865.0,438750.0,,109664.0,7.45376e-05,0.1,1.2775466 +12212.0,12754.24,-0.020013822,1816.5375,7030000.0,3870.0,439375.0,,109824.0,7.42816e-05,0.1,1.2887876 +12218.0,12749.18,-0.021547198,1816.7742,7040000.0,3875.0,440000.0,,109984.0,7.40256e-05,0.1,1.2198339 +12068.0,12742.94,-0.018611928,1817.0103,7050000.0,3880.0,440625.0,,110144.0,7.37696e-05,0.1,1.283933 +12082.0,12738.1,-0.021943148,1817.2458,7060000.0,3885.0,441250.0,,110304.0,7.35136e-05,0.1,1.1714132 +12022.0,12732.62,-0.022282444,1817.4807,7070000.0,3890.0,441875.0,,110464.0,7.32576e-05,0.1,1.2513555 +12154.0,12727.48,-0.020171674,1817.715,7080000.0,3895.0,442500.0,,110624.0,7.30016e-05,0.1,1.3271074 +12158.0,12723.16,-0.020578397,1818.415,7090000.0,3899.0,443125.0,,110752.0,7.27968e-05,0.1,1.2125741 +12144.0,12718.2,-0.021662911,1818.6476,7100000.0,3904.0,443750.0,,110912.0,7.25408e-05,0.1,1.1533616 +12068.0,12713.32,-0.02184056,1818.8795,7110000.0,3909.0,444375.0,,111072.0,7.22848e-05,0.1,1.2136223 +12154.0,12708.92,-0.022437803,1819.1108,7120000.0,3914.0,445000.0,,111232.0,7.20288e-05,0.1,1.2352204 +12170.0,12705.16,-0.023339752,1819.3417,7130000.0,3919.0,445625.0,,111392.0,7.17728e-05,0.1,1.261133 +12192.0,12701.9,-0.023554228,1819.5719,7140000.0,3924.0,446250.0,,111552.0,7.15168e-05,0.1,1.2667369 +12094.0,12697.86,-0.022002392,1819.8015,7150000.0,3929.0,446875.0,,111712.0,7.12608e-05,0.1,1.2171136 +12136.0,12694.38,-0.022479663,1820.0305,7160000.0,3934.0,447500.0,,111872.0,7.10048e-05,0.1,1.3331397 +12182.0,12691.6,-0.02099689,1820.7212,7170000.0,3938.0,448125.0,,112000.0,7.08e-05,0.1,1.3482814 +12162.0,12688.76,-0.022741072,1820.9485,7180000.0,3943.0,448750.0,,112160.0,7.0544e-05,0.1,1.3224579 +12196.0,12685.86,-0.018507645,1821.1753,7190000.0,3948.0,449375.0,,112320.0,7.0288e-05,0.1,1.3324623 +12126.0,12682.26,-0.024156485,1821.4015,7200000.0,3953.0,450000.0,,112480.0,7.0032e-05,0.1,1.3865262 +11938.0,12676.02,-0.024648648,1822.0874,7210000.0,3957.0,450625.0,,112640.0,6.9776e-05,0.1,1.3961276 +11920.0,12668.38,-0.02120302,1822.312,7220000.0,3962.0,451250.0,,112800.0,6.952e-05,0.1,1.2205398 +11808.0,12659.54,-0.02071995,1822.5359,7230000.0,3967.0,451875.0,,112960.0,6.9264e-05,0.1,1.2583742 +11896.0,12651.04,-0.021876445,1822.7593,7240000.0,3972.0,452500.0,,113120.0,6.9008e-05,0.1,1.206135 +11978.0,12643.46,-0.020754224,1822.9822,7250000.0,3977.0,453125.0,,113280.0,6.8752e-05,0.1,1.3283325 +11910.0,12635.64,-0.021346666,1823.2045,7260000.0,3982.0,453750.0,,113408.0,6.85472e-05,0.1,1.1182843 +12022.0,12627.98,-0.021914141,1823.4261,7270000.0,3987.0,454375.0,,113568.0,6.82912e-05,0.1,1.2404193 +12004.0,12618.96,-0.020839907,1824.1042,7280000.0,3991.0,455000.0,,113728.0,6.80352e-05,0.1,1.2369378 +12018.0,12610.06,-0.022802282,1824.3243,7290000.0,3996.0,455625.0,,113888.0,6.77792e-05,0.1,1.1627014 +12046.0,12600.9,-0.020033587,1824.5438,7300000.0,4001.0,456250.0,,114048.0,6.75232e-05,0.1,1.1194782 +12030.0,12591.96,-0.02042439,1824.7628,7310000.0,4006.0,456875.0,,114208.0,6.72672e-05,0.1,1.2264526 +12180.0,12584.52,-0.020611485,1825.4364,7320000.0,4010.0,457500.0,,114368.0,6.70112e-05,0.1,1.1929328 +12340.0,12578.92,-0.019984363,1825.6538,7330000.0,4015.0,458125.0,,114528.0,6.67552e-05,0.1,1.1513451 +12308.0,12573.32,-0.021497345,1825.8706,7340000.0,4020.0,458750.0,,114656.0,6.65504e-05,0.1,1.2868037 +12386.0,12568.68,-0.021592122,1826.0869,7350000.0,4025.0,459375.0,,114816.0,6.62944e-05,0.1,1.2753623 +12314.0,12561.6,-0.023980454,1826.756,7360000.0,4029.0,460000.0,,114976.0,6.60384e-05,0.1,1.3298922 +12356.0,12554.44,-0.02283055,1826.9707,7370000.0,4034.0,460625.0,,115136.0,6.57824e-05,0.1,1.2481903 +12460.0,12548.66,-0.017643727,1827.1849,7380000.0,4039.0,461250.0,,115296.0,6.55264e-05,0.1,1.2150686 +12606.0,12544.34,-0.02070486,1827.8506,7390000.0,4043.0,461875.0,,115456.0,6.52704e-05,0.1,1.18847 +12680.0,12540.48,-0.022792263,1828.0632,7400000.0,4048.0,462500.0,,115616.0,6.50144e-05,0.1,1.4346585 +12592.0,12536.74,-0.023083892,1827.8243,7410000.0,4054.0,463125.0,,115776.0,6.47584e-05,0.1,1.2920313 +12678.0,12532.92,-0.022994086,1828.0365,7420000.0,4059.0,463750.0,,115936.0,6.45024e-05,0.1,1.3196123 +12696.0,12529.54,-0.023375414,1828.698,7430000.0,4063.0,464375.0,,116064.0,6.42976e-05,0.1,1.1700788 +12714.0,12527.12,-0.020872029,1828.9086,7440000.0,4068.0,465000.0,,116224.0,6.40416e-05,0.1,1.241037 +12848.0,12525.86,-0.019315999,1829.1185,7450000.0,4073.0,465625.0,,116384.0,6.37856e-05,0.1,1.2786403 +12848.0,12525.42,-0.02324363,1829.3281,7460000.0,4078.0,466250.0,,116544.0,6.35296e-05,0.1,1.3353727 +12826.0,12525.28,-0.021080218,1829.5371,7470000.0,4083.0,466875.0,,116704.0,6.32736e-05,0.1,1.3674995 +12844.0,12524.78,-0.02334633,1830.1932,7480000.0,4087.0,467500.0,,116864.0,6.30176e-05,0.1,1.3359823 +12844.0,12524.38,-0.02227199,1830.4008,7490000.0,4092.0,468125.0,,117024.0,6.27616e-05,0.1,1.2473781 +12844.0,12523.64,-0.020951279,1830.6078,7500000.0,4097.0,468750.0,,117184.0,6.25056e-05,0.1,1.2698444 +12998.0,12523.78,-0.02350566,1831.2606,7510000.0,4101.0,469375.0,,117312.0,6.23008e-05,0.1,1.3294404 +12998.0,12523.6,-0.018535111,1831.4662,7520000.0,4106.0,470000.0,,117472.0,6.20448e-05,0.1,1.2596862 +12998.0,12524.2,-0.021814717,1831.6711,7530000.0,4111.0,470625.0,,117632.0,6.17888e-05,0.1,1.2244749 +13070.0,12525.6,-0.021328755,1831.4307,7540000.0,4117.0,471250.0,,117792.0,6.15328e-05,0.1,1.342556 +13084.0,12527.08,-0.020601574,1831.6351,7550000.0,4122.0,471875.0,,117952.0,6.12768e-05,0.1,1.2900102 +13066.0,12528.56,-0.022319248,1831.8391,7560000.0,4127.0,472500.0,,118112.0,6.10208e-05,0.1,1.3027372 +13150.0,12530.94,-0.02031998,1832.0426,7570000.0,4132.0,473125.0,,118272.0,6.07648e-05,0.1,1.2437139 +13388.0,12535.94,-0.023130186,1832.6886,7580000.0,4136.0,473750.0,,118432.0,6.05088e-05,0.1,1.2108356 +13388.0,12542.52,-0.01905376,1832.8906,7590000.0,4141.0,474375.0,,118592.0,6.02528e-05,0.1,1.2492149 +13504.0,12549.8,-0.022530386,1833.5344,7600000.0,4145.0,475000.0,,118720.0,6.0048e-05,0.1,1.298457 +13526.0,12557.6,-0.021608174,1833.735,7610000.0,4150.0,475625.0,,118880.0,5.9792e-05,0.1,1.2119411 +13540.0,12565.22,-0.020391917,1833.935,7620000.0,4155.0,476250.0,,119040.0,5.9536e-05,0.1,1.3384988 +13560.0,12573.08,-0.020700872,1834.5756,7630000.0,4159.0,476875.0,,119200.0,5.928e-05,0.1,1.1944264 +13610.0,12581.1,-0.022679403,1834.7743,7640000.0,4164.0,477500.0,,119360.0,5.9024e-05,0.1,1.2213539 +13572.0,12588.38,-0.021621274,1834.9724,7650000.0,4169.0,478125.0,,119520.0,5.8768e-05,0.1,1.3769057 +13548.0,12595.42,-0.022371748,1835.17,7660000.0,4174.0,478750.0,,119680.0,5.8512e-05,0.1,1.3121775 +13574.0,12602.76,-0.021603022,1835.3673,7670000.0,4179.0,479375.0,,119840.0,5.8256e-05,0.1,1.1779355 +13626.0,12610.04,-0.021446869,1835.5641,7680000.0,4184.0,480000.0,,120000.0,5.8e-05,0.1,1.1739273 +13626.0,12617.66,-0.01990888,1836.1986,7690000.0,4188.0,480625.0,,120128.0,5.77952e-05,0.1,1.1749154 +13658.0,12625.0,-0.02056889,1836.394,7700000.0,4193.0,481250.0,,120288.0,5.75392e-05,0.1,1.1859345 +13648.0,12632.78,-0.02156798,1836.1515,7710000.0,4199.0,481875.0,,120448.0,5.72832e-05,0.1,1.2254224 +13706.0,12641.9,-0.02076176,1836.3463,7720000.0,4204.0,482500.0,,120608.0,5.70272e-05,0.1,1.2248278 +13684.0,12650.9,-0.02062632,1836.5408,7730000.0,4209.0,483125.0,,120768.0,5.67712e-05,0.1,1.2653913 +13680.0,12660.9,-0.019381763,1836.7347,7740000.0,4214.0,483750.0,,120928.0,5.65152e-05,0.1,1.2635673 +13678.0,12671.58,-0.018471261,1836.9282,7750000.0,4219.0,484375.0,,121088.0,5.62592e-05,0.1,1.2545526 +13664.0,12681.38,-0.017373303,1837.1212,7760000.0,4224.0,485000.0,,121248.0,5.60032e-05,0.1,1.1800258 +13642.0,12690.62,-0.020476477,1837.7483,7770000.0,4228.0,485625.0,,121376.0,5.57984e-05,0.1,1.161204 +13656.0,12700.3,-0.015875932,1837.94,7780000.0,4233.0,486250.0,,121536.0,5.55424e-05,0.1,1.2732306 +13644.0,12709.94,-0.019434575,1838.5651,7790000.0,4237.0,486875.0,,121696.0,5.52864e-05,0.1,1.2057257 +13652.0,12719.12,-0.019843629,1838.7552,7800000.0,4242.0,487500.0,,121856.0,5.50304e-05,0.1,1.1899238 +13636.0,12727.5,-0.022175733,1838.5122,7810000.0,4248.0,488125.0,,122016.0,5.47744e-05,0.1,1.3328869 +13650.0,12735.28,-0.022611734,1838.7021,7820000.0,4253.0,488750.0,,122176.0,5.45184e-05,0.1,1.2500695 +13644.0,12743.34,-0.020759327,1838.8915,7830000.0,4258.0,489375.0,,122336.0,5.42624e-05,0.1,1.1530414 +13650.0,12751.48,-0.017644614,1839.0804,7840000.0,4263.0,490000.0,,122496.0,5.40064e-05,0.1,1.2119691 +13652.0,12760.14,-0.02072865,1839.2689,7850000.0,4268.0,490625.0,,122656.0,5.37504e-05,0.1,1.2243629 +13570.0,12767.94,-0.022423698,1839.8877,7860000.0,4272.0,491250.0,,122784.0,5.35456e-05,0.1,1.2199435 +13570.0,12775.72,-0.021020683,1840.0748,7870000.0,4277.0,491875.0,,122944.0,5.32896e-05,0.1,1.109201 +13534.0,12782.62,-0.021937545,1840.2616,7880000.0,4282.0,492500.0,,123104.0,5.30336e-05,0.1,1.2503917 +13510.0,12789.72,-0.020949226,1840.4479,7890000.0,4287.0,493125.0,,123264.0,5.27776e-05,0.1,1.2048516 +13474.0,12797.44,-0.023416404,1840.6338,7900000.0,4292.0,493750.0,,123424.0,5.25216e-05,0.1,1.2276354 +13504.0,12806.26,-0.019915944,1840.8192,7910000.0,4297.0,494375.0,,123584.0,5.22656e-05,0.1,1.194301 +13504.0,12815.08,-0.021961818,1841.0042,7920000.0,4302.0,495000.0,,123744.0,5.20096e-05,0.1,1.2189183 +13458.0,12822.7,-0.020453725,1840.7614,7930000.0,4308.0,495625.0,,123904.0,5.17536e-05,0.1,1.2243643 +13438.0,12830.02,-0.015860748,1841.3729,7940000.0,4312.0,496250.0,,124032.0,5.15488e-05,0.1,1.2683845 +13394.0,12836.84,-0.021481127,1841.5566,7950000.0,4317.0,496875.0,,124192.0,5.12928e-05,0.1,1.2357429 +13330.0,12843.52,-0.018553494,1841.74,7960000.0,4322.0,497500.0,,124352.0,5.10368e-05,0.1,1.3697668 +13354.0,12850.24,-0.02134992,1841.9229,7970000.0,4327.0,498125.0,,124512.0,5.07808e-05,0.1,1.2095838 +13350.0,12859.34,-0.02014733,1842.1052,7980000.0,4332.0,498750.0,,124672.0,5.05248e-05,0.1,1.2306311 +13416.0,12870.62,-0.020027582,1842.2874,7990000.0,4337.0,499375.0,,124832.0,5.02688e-05,0.1,1.1581652 +13382.0,12881.36,-0.01921131,1842.4689,8000000.0,4342.0,500000.0,,124992.0,5.00128e-05,0.1,1.1509479 +13374.0,12892.56,-0.021455325,1842.6501,8010000.0,4347.0,500625.0,,125152.0,4.97568e-05,0.1,1.2223718 +13402.0,12904.06,-0.020744355,1843.2544,8020000.0,4351.0,501250.0,,125312.0,4.95008e-05,0.1,1.235684 +13452.0,12916.46,-0.020406282,1843.4343,8030000.0,4356.0,501875.0,,125440.0,4.9296e-05,0.1,1.0600097 +13448.0,12928.76,-0.020167395,1843.6139,8040000.0,4361.0,502500.0,,125600.0,4.904e-05,0.1,1.1792395 +13472.0,12942.8,-0.02036874,1843.793,8050000.0,4366.0,503125.0,,125760.0,4.8784e-05,0.1,1.1692057 +13472.0,12956.7,-0.022553373,1843.9717,8060000.0,4371.0,503750.0,,125920.0,4.8528e-05,0.1,1.2541416 +13494.0,12971.42,-0.019697307,1844.1499,8070000.0,4376.0,504375.0,,126080.0,4.8272e-05,0.1,1.1504518 +13482.0,12984.7,-0.0201995,1844.3278,8080000.0,4381.0,505000.0,,126240.0,4.8016e-05,0.1,1.232077 +13480.0,12997.92,-0.019926824,1844.9259,8090000.0,4385.0,505625.0,,126400.0,4.776e-05,0.1,1.1200604 +13576.0,13012.24,-0.020834237,1845.1025,8100000.0,4390.0,506250.0,,126560.0,4.7504e-05,0.1,1.2042305 +13578.0,13027.34,-0.020782907,1845.2787,8110000.0,4395.0,506875.0,,126688.0,4.72992e-05,0.1,1.3407594 +13584.0,13041.64,-0.019931514,1845.4546,8120000.0,4400.0,507500.0,,126848.0,4.70432e-05,0.1,1.2158213 +13654.0,13056.48,-0.020552924,1845.63,8130000.0,4405.0,508125.0,,127008.0,4.67872e-05,0.1,1.2570301 +13732.0,13071.88,-0.019344471,1845.8049,8140000.0,4410.0,508750.0,,127168.0,4.65312e-05,0.1,1.1525314 +13698.0,13087.92,-0.019391235,1845.9796,8150000.0,4415.0,509375.0,,127328.0,4.62752e-05,0.1,1.133706 +13712.0,13103.68,-0.018514698,1846.1538,8160000.0,4420.0,510000.0,,127488.0,4.60192e-05,0.1,1.18553 +13712.0,13118.98,-0.018634714,1846.3276,8170000.0,4425.0,510625.0,,127648.0,4.57632e-05,0.1,1.1635334 +13712.0,13134.48,-0.01848007,1846.5011,8180000.0,4430.0,511250.0,,127808.0,4.55072e-05,0.1,1.2063674 +13764.0,13150.16,-0.019743586,1846.6742,8190000.0,4435.0,511875.0,,127968.0,4.52512e-05,0.1,1.144413 +13818.0,13167.08,-0.019484675,1847.263,8200000.0,4439.0,512500.0,,128096.0,4.50464e-05,0.1,1.151528 +13886.0,13186.56,-0.018498247,1847.0192,8210000.0,4445.0,513125.0,,128256.0,4.47904e-05,0.1,1.1547036 +13884.0,13206.2,-0.02062331,1847.191,8220000.0,4450.0,513750.0,,128416.0,4.45344e-05,0.1,1.2615297 +13908.0,13227.2,-0.019537427,1847.3625,8230000.0,4455.0,514375.0,,128576.0,4.42784e-05,0.1,1.1956518 +13918.0,13247.42,-0.0181052,1847.948,8240000.0,4459.0,515000.0,,128736.0,4.40224e-05,0.1,1.1828599 +13822.0,13265.86,-0.020831788,1847.7043,8250000.0,4465.0,515625.0,,128896.0,4.37664e-05,0.1,1.2146649 +13846.0,13285.22,-0.020879285,1848.2882,8260000.0,4469.0,516250.0,,129056.0,4.35104e-05,0.1,1.2114587 +13846.0,13303.46,-0.020431684,1848.4578,8270000.0,4474.0,516875.0,,129216.0,4.32544e-05,0.1,1.3238657 +13818.0,13321.6,-0.020238928,1849.0398,8280000.0,4478.0,517500.0,,129344.0,4.30496e-05,0.1,1.232546 +13818.0,13339.6,-0.020019144,1849.2081,8290000.0,4483.0,518125.0,,129504.0,4.27936e-05,0.1,1.2149761 +13812.0,13357.26,-0.020336775,1849.3761,8300000.0,4488.0,518750.0,,129664.0,4.25376e-05,0.1,1.1482177 +13852.0,13375.48,-0.019504704,1849.5437,8310000.0,4493.0,519375.0,,129824.0,4.22816e-05,0.1,1.0921082 +13874.0,13392.42,-0.021197947,1849.7109,8320000.0,4498.0,520000.0,,129984.0,4.20256e-05,0.1,1.2831599 +13910.0,13408.12,-0.01942258,1849.8778,8330000.0,4503.0,520625.0,,130144.0,4.17696e-05,0.1,1.1225553 +14010.0,13425.14,-0.019985974,1850.0443,8340000.0,4508.0,521250.0,,130304.0,4.15136e-05,0.1,1.1829677 +14010.0,13441.38,-0.0189102,1850.2104,8350000.0,4513.0,521875.0,,130464.0,4.12576e-05,0.1,1.1691558 +14006.0,13458.3,-0.01890052,1850.3762,8360000.0,4518.0,522500.0,,130624.0,4.10016e-05,0.1,1.1324539 +13962.0,13474.36,-0.019913964,1850.5416,8370000.0,4523.0,523125.0,,130752.0,4.07968e-05,0.1,1.2807934 +13972.0,13489.48,-0.019842766,1850.7067,8380000.0,4528.0,523750.0,,130912.0,4.05408e-05,0.1,1.1088626 +13974.0,13503.16,-0.017617615,1851.2798,8390000.0,4532.0,524375.0,,131072.0,4.02848e-05,0.1,1.0559388 +13990.0,13516.26,-0.018982103,1851.4437,8400000.0,4537.0,525000.0,,131232.0,4.00288e-05,0.1,1.1413593 +13992.0,13530.26,-0.01886966,1851.6072,8410000.0,4542.0,525625.0,,131392.0,3.97728e-05,0.1,1.1934073 +13990.0,13543.38,-0.019058956,1851.7704,8420000.0,4547.0,526250.0,,131552.0,3.95168e-05,0.1,1.2248195 +13996.0,13556.38,-0.018503418,1851.9332,8430000.0,4552.0,526875.0,,131712.0,3.92608e-05,0.1,1.1473075 +14000.0,13569.24,-0.020365408,1852.0957,8440000.0,4557.0,527500.0,,131872.0,3.90048e-05,0.1,1.2031158 +14036.0,13581.12,-0.015974725,1852.664,8450000.0,4561.0,528125.0,,132000.0,3.88e-05,0.1,1.1758175 +14012.0,13592.76,-0.019572914,1853.2311,8460000.0,4565.0,528750.0,,132160.0,3.8544e-05,0.1,1.2155653 +14008.0,13604.58,-0.019055953,1853.3917,8470000.0,4570.0,529375.0,,132320.0,3.8288e-05,0.1,1.2477789 +13950.0,13615.64,-0.019310933,1853.9572,8480000.0,4574.0,530000.0,,132480.0,3.8032e-05,0.1,1.3031881 +13918.0,13626.38,-0.020958882,1854.1166,8490000.0,4579.0,530625.0,,132640.0,3.7776e-05,0.1,1.2347288 +13916.0,13637.1,-0.018482309,1854.2758,8500000.0,4584.0,531250.0,,132800.0,3.752e-05,0.1,1.1075928 +13958.0,13646.7,-0.01577111,1854.8387,8510000.0,4588.0,531875.0,,132960.0,3.7264e-05,0.1,1.1827267 +13952.0,13656.24,-0.017093819,1854.9967,8520000.0,4593.0,532500.0,,133120.0,3.7008e-05,0.1,1.0790286 +13988.0,13666.14,-0.019668184,1855.558,8530000.0,4597.0,533125.0,,133280.0,3.6752e-05,0.1,1.1856747 +13958.0,13675.02,-0.019642942,1856.1183,8540000.0,4601.0,533750.0,,133408.0,3.65472e-05,0.1,1.1775259 +13934.0,13683.52,-0.020071097,1856.2744,8550000.0,4606.0,534375.0,,133568.0,3.62912e-05,0.1,1.1546901 +13942.0,13692.28,-0.018628648,1856.4303,8560000.0,4611.0,535000.0,,133728.0,3.60352e-05,0.1,1.0607221 +13874.0,13699.52,-0.019839197,1856.5858,8570000.0,4616.0,535625.0,,133888.0,3.57792e-05,0.1,1.1071517 +13846.0,13704.1,-0.0193656,1856.741,8580000.0,4621.0,536250.0,,134048.0,3.55232e-05,0.1,1.086777 +13844.0,13708.66,-0.017295972,1856.8958,8590000.0,4626.0,536875.0,,134208.0,3.52672e-05,0.1,1.1457341 +13762.0,13711.24,-0.018063676,1857.0503,8600000.0,4631.0,537500.0,,134368.0,3.50112e-05,0.1,1.0999384 +13720.0,13713.18,-0.018195055,1857.6052,8610000.0,4635.0,538125.0,,134528.0,3.47552e-05,0.1,1.1006203 +13770.0,13715.48,-0.018036192,1858.159,8620000.0,4639.0,538750.0,,134656.0,3.45504e-05,0.1,1.222838 +13756.0,13717.44,-0.018907825,1858.3118,8630000.0,4644.0,539375.0,,134816.0,3.42944e-05,0.1,1.1203934 +13752.0,13718.86,-0.018699761,1858.864,8640000.0,4648.0,540000.0,,134976.0,3.40384e-05,0.1,1.2224784 +13752.0,13720.66,-0.018176414,1859.0157,8650000.0,4653.0,540625.0,,135136.0,3.37824e-05,0.1,1.1695858 +13810.0,13723.28,-0.018371597,1859.167,8660000.0,4658.0,541250.0,,135296.0,3.35264e-05,0.1,1.2347907 +13810.0,13725.64,-0.018415002,1859.318,8670000.0,4663.0,541875.0,,135456.0,3.32704e-05,0.1,1.2059765 +13866.0,13728.04,-0.018095007,1859.8672,8680000.0,4667.0,542500.0,,135616.0,3.30144e-05,0.1,1.1580381 +13860.0,13730.38,-0.017412854,1860.0171,8690000.0,4672.0,543125.0,,135776.0,3.27584e-05,0.1,1.1998768 +13770.0,13731.5,-0.017487677,1860.1667,8700000.0,4677.0,543750.0,,135936.0,3.25024e-05,0.1,1.2078366 +13770.0,13732.72,-0.018613938,1860.7135,8710000.0,4681.0,544375.0,,136064.0,3.22976e-05,0.1,1.2154967 +13708.0,13732.74,-0.018962858,1860.8622,8720000.0,4686.0,545000.0,,136224.0,3.20416e-05,0.1,1.2166748 +13710.0,13733.0,-0.018558927,1861.0105,8730000.0,4691.0,545625.0,,136384.0,3.17856e-05,0.1,1.2767427 +13700.0,13733.2,-0.020665448,1861.5548,8740000.0,4695.0,546250.0,,136544.0,3.15296e-05,0.1,1.3436972 +13756.0,13733.98,-0.018917423,1861.7021,8750000.0,4700.0,546875.0,,136704.0,3.12736e-05,0.1,1.1336691 +13750.0,13734.84,-0.01722568,1862.2449,8760000.0,4704.0,547500.0,,136864.0,3.10176e-05,0.1,1.1295962 +13748.0,13735.9,-0.017298397,1862.3911,8770000.0,4709.0,548125.0,,137024.0,3.07616e-05,0.1,1.159682 +13736.0,13736.7,-0.018270887,1862.5371,8780000.0,4714.0,548750.0,,137184.0,3.05056e-05,0.1,1.2406514 +13734.0,13737.6,-0.018673161,1862.6827,8790000.0,4719.0,549375.0,,137312.0,3.03008e-05,0.1,1.1915517 +13652.0,13737.6,-0.017848492,1862.8281,8800000.0,4724.0,550000.0,,137472.0,3.00448e-05,0.1,1.1560736 +13614.0,13737.38,-0.017950436,1863.3672,8810000.0,4728.0,550625.0,,137632.0,2.97888e-05,0.1,1.0842774 +13610.0,13736.98,-0.01852801,1863.5115,8820000.0,4733.0,551250.0,,137792.0,2.95328e-05,0.1,1.2459458 +13632.0,13736.86,-0.01880092,1863.6555,8830000.0,4738.0,551875.0,,137952.0,2.92768e-05,0.1,1.2537278 +13596.0,13736.32,-0.020050202,1864.1924,8840000.0,4742.0,552500.0,,138112.0,2.90208e-05,0.1,1.3483732 +13656.0,13736.36,-0.019601792,1864.3353,8850000.0,4747.0,553125.0,,138272.0,2.87648e-05,0.1,1.2129446 +13650.0,13737.16,-0.018304016,1864.4781,8860000.0,4752.0,553750.0,,138432.0,2.85088e-05,0.1,1.1672752 +13662.0,13738.08,-0.018732242,1864.6206,8870000.0,4757.0,554375.0,,138592.0,2.82528e-05,0.1,1.305661 +13666.0,13739.4,-0.019585904,1864.7627,8880000.0,4762.0,555000.0,,138720.0,2.8048e-05,0.1,1.18555 +13668.0,13740.98,-0.018776368,1865.2959,8890000.0,4766.0,555625.0,,138880.0,2.7792e-05,0.1,1.2310021 +13704.0,13743.28,-0.019672176,1865.437,8900000.0,4771.0,556250.0,,139040.0,2.7536e-05,0.1,1.2645278 +13732.0,13745.56,-0.018147785,1865.5779,8910000.0,4776.0,556875.0,,139200.0,2.728e-05,0.1,1.2066972 +13752.0,13748.04,-0.019897163,1866.1088,8920000.0,4780.0,557500.0,,139360.0,2.7024e-05,0.1,1.2635533 +13712.0,13750.58,-0.017474327,1866.2487,8930000.0,4785.0,558125.0,,139520.0,2.6768e-05,0.1,1.0560558 +13726.0,13753.46,-0.017613776,1866.7781,8940000.0,4789.0,558750.0,,139680.0,2.6512e-05,0.1,1.2240916 +13766.0,13757.18,-0.01850866,1866.917,8950000.0,4794.0,559375.0,,139840.0,2.6256e-05,0.1,1.1497331 +13766.0,13761.54,-0.017932173,1867.4448,8960000.0,4798.0,560000.0,,140000.0,2.6e-05,0.1,1.2262256 +13774.0,13765.74,-0.017473819,1867.5828,8970000.0,4803.0,560625.0,,140128.0,2.57952e-05,0.1,1.1546831 +13730.0,13769.54,-0.017514503,1868.109,8980000.0,4807.0,561250.0,,140288.0,2.55392e-05,0.1,1.2177713 +13876.0,13774.14,-0.018242467,1868.2461,8990000.0,4812.0,561875.0,,140448.0,2.52832e-05,0.1,1.1458998 +13938.0,13779.7,-0.01664257,1868.3828,9000000.0,4817.0,562500.0,,140608.0,2.50272e-05,0.1,1.0956737 +13938.0,13785.34,-0.016293917,1868.9069,9010000.0,4821.0,563125.0,,140768.0,2.47712e-05,0.1,1.2190815 +13940.0,13790.72,-0.017449087,1869.0427,9020000.0,4826.0,563750.0,,140928.0,2.45152e-05,0.1,1.1449822 +13992.0,13796.12,-0.017740937,1869.1782,9030000.0,4831.0,564375.0,,141088.0,2.42592e-05,0.1,1.2216933 +13986.0,13801.5,-0.017313097,1869.7001,9040000.0,4835.0,565000.0,,141248.0,2.40032e-05,0.1,1.0929618 +13982.0,13806.6,-0.016898986,1870.2211,9050000.0,4839.0,565625.0,,141376.0,2.37984e-05,0.1,1.0111878 +13988.0,13811.76,-0.01690473,1870.3551,9060000.0,4844.0,566250.0,,141536.0,2.35424e-05,0.1,1.1562014 +13988.0,13816.7,-0.017841637,1870.8746,9070000.0,4848.0,566875.0,,141696.0,2.32864e-05,0.1,1.1472547 +13946.0,13821.34,-0.017132372,1871.0076,9080000.0,4853.0,567500.0,,141856.0,2.30304e-05,0.1,1.1010618 +13948.0,13826.02,-0.016436541,1871.1404,9090000.0,4858.0,568125.0,,142016.0,2.27744e-05,0.1,1.1091423 +13976.0,13830.02,-0.016385404,1871.6577,9100000.0,4862.0,568750.0,,142176.0,2.25184e-05,0.1,1.0798159 +13976.0,13834.0,-0.017109796,1871.7896,9110000.0,4867.0,569375.0,,142336.0,2.22624e-05,0.1,1.1071415 +13978.0,13837.94,-0.01712471,1871.9211,9120000.0,4872.0,570000.0,,142496.0,2.20064e-05,0.1,1.1952008 +14012.0,13841.52,-0.017309885,1872.0525,9130000.0,4877.0,570625.0,,142656.0,2.17504e-05,0.1,1.1717124 +14014.0,13844.34,-0.017366195,1872.5671,9140000.0,4881.0,571250.0,,142784.0,2.15456e-05,0.1,1.273225 +14018.0,13847.54,-0.01708899,1872.6975,9150000.0,4886.0,571875.0,,142944.0,2.12896e-05,0.1,1.1721087 +14030.0,13850.72,-0.017875023,1872.4448,9160000.0,4892.0,572500.0,,143104.0,2.10336e-05,0.1,1.0904133 +14034.0,13853.94,-0.01659291,1872.5751,9170000.0,4897.0,573125.0,,143264.0,2.07776e-05,0.1,1.1726038 +14116.0,13857.98,-0.016856907,1872.7051,9180000.0,4902.0,573750.0,,143424.0,2.05216e-05,0.1,1.1517168 +14154.0,13861.88,-0.01706237,1873.2164,9190000.0,4906.0,574375.0,,143584.0,2.02656e-05,0.1,1.1102593 +14154.0,13865.24,-0.016454846,1873.3456,9200000.0,4911.0,575000.0,,143744.0,2.00096e-05,0.1,1.042262 +14156.0,13867.94,-0.015408907,1873.8556,9210000.0,4915.0,575625.0,,143904.0,1.97536e-05,0.1,1.1099539 +14194.0,13871.04,-0.01575618,1873.9838,9220000.0,4920.0,576250.0,,144032.0,1.95488e-05,0.1,1.1461875 +14196.0,13873.92,-0.015742447,1874.4923,9230000.0,4924.0,576875.0,,144192.0,1.92928e-05,0.1,1.0582258 +14244.0,13877.18,-0.015547633,1874.6196,9240000.0,4929.0,577500.0,,144352.0,1.90368e-05,0.1,1.0623404 +14230.0,13881.26,-0.016329363,1874.7467,9250000.0,4934.0,578125.0,,144512.0,1.87808e-05,0.1,1.1332264 +14196.0,13884.76,-0.015703686,1874.8734,9260000.0,4939.0,578750.0,,144672.0,1.85248e-05,0.1,1.0172544 +14194.0,13888.24,-0.01546689,1875.3793,9270000.0,4943.0,579375.0,,144832.0,1.82688e-05,0.1,1.0214839 +14190.0,13891.96,-0.01524853,1875.5052,9280000.0,4948.0,580000.0,,144992.0,1.80128e-05,0.1,1.1581237 +14196.0,13895.74,-0.0147772785,1876.0096,9290000.0,4952.0,580625.0,,145152.0,1.77568e-05,0.1,1.0884098 +14142.0,13899.04,-0.015036905,1876.1348,9300000.0,4957.0,581250.0,,145312.0,1.75008e-05,0.1,1.0164126 +14186.0,13902.38,-0.015469234,1876.6378,9310000.0,4961.0,581875.0,,145440.0,1.7296e-05,0.1,1.0397489 +14236.0,13906.0,-0.014850844,1877.14,9320000.0,4965.0,582500.0,,145600.0,1.704e-05,0.1,1.0239837 +14198.0,13908.88,-0.015927888,1877.2635,9330000.0,4970.0,583125.0,,145760.0,1.6784e-05,0.1,1.0756376 +14200.0,13910.78,-0.016175821,1877.7644,9340000.0,4974.0,583750.0,,145920.0,1.6528e-05,0.1,1.1660973 +14172.0,13912.4,-0.015864752,1877.8871,9350000.0,4979.0,584375.0,,146080.0,1.6272e-05,0.1,1.1877439 +14260.0,13914.94,-0.015534214,1878.3865,9360000.0,4983.0,585000.0,,146240.0,1.6016e-05,0.1,1.10834 +14260.0,13917.92,-0.015767971,1878.8851,9370000.0,4987.0,585625.0,,146400.0,1.576e-05,0.1,1.1730607 +14278.0,13920.98,-0.015446259,1879.0065,9380000.0,4992.0,586250.0,,146560.0,1.5504e-05,0.1,1.1711411 +14276.0,13924.0,-0.014777639,1879.5037,9390000.0,4996.0,586875.0,,146688.0,1.52992e-05,0.1,1.1026772 +14276.0,13926.86,-0.01593721,1880.0,9400000.0,5000.0,587500.0,,146848.0,1.50432e-05,0.1,1.0298448 +14292.0,13929.86,-0.015320272,1880.1199,9410000.0,5005.0,588125.0,,147008.0,1.47872e-05,0.1,1.091109 +14298.0,13932.94,-0.014504579,1880.2395,9420000.0,5010.0,588750.0,,147168.0,1.45312e-05,0.1,1.0359634 +14282.0,13935.8,-0.016144143,1880.3589,9430000.0,5015.0,589375.0,,147328.0,1.42752e-05,0.1,1.1024082 +14232.0,13938.12,-0.014961766,1880.478,9440000.0,5020.0,590000.0,,147488.0,1.40192e-05,0.1,1.0503223 +14200.0,13939.76,-0.014827009,1880.9713,9450000.0,5024.0,590625.0,,147648.0,1.37632e-05,0.1,1.1640031 +14198.0,13941.62,-0.014463155,1881.0897,9460000.0,5029.0,591250.0,,147808.0,1.35072e-05,0.1,1.1593009 +14290.0,13944.44,-0.016553847,1881.2078,9470000.0,5034.0,591875.0,,147968.0,1.32512e-05,0.1,1.100914 +14338.0,13948.32,-0.014497259,1881.6991,9480000.0,5038.0,592500.0,,148096.0,1.30464e-05,0.1,1.1207783 +14390.0,13953.04,-0.013440645,1881.8164,9490000.0,5043.0,593125.0,,148256.0,1.27904e-05,0.1,1.060565 +14388.0,13957.76,-0.013795353,1881.9335,9500000.0,5048.0,593750.0,,148416.0,1.25344e-05,0.1,1.1115024 +14382.0,13962.0,-0.013801566,1882.4229,9510000.0,5052.0,594375.0,,148576.0,1.22784e-05,0.1,1.0310596 +14382.0,13966.3,-0.013329826,1882.5391,9520000.0,5057.0,595000.0,,148736.0,1.20224e-05,0.1,1.0465645 +14386.0,13970.28,-0.014269921,1883.0271,9530000.0,5061.0,595625.0,,148896.0,1.17664e-05,0.1,1.0973532 +14348.0,13974.18,-0.015762283,1883.1426,9540000.0,5066.0,596250.0,,149056.0,1.15104e-05,0.1,1.2103841 +14346.0,13978.3,-0.014148899,1883.6292,9550000.0,5070.0,596875.0,,149216.0,1.12544e-05,0.1,1.1869631 +14342.0,13982.3,-0.014014529,1883.7439,9560000.0,5075.0,597500.0,,149344.0,1.10496e-05,0.1,1.1042136 +14292.0,13986.48,-0.013418413,1884.2291,9570000.0,5079.0,598125.0,,149504.0,1.07936e-05,0.1,1.0641897 +14292.0,13990.94,-0.014278174,1884.343,9580000.0,5084.0,598750.0,,149664.0,1.05376e-05,0.1,1.1187228 +14296.0,13995.46,-0.013797903,1884.827,9590000.0,5088.0,599375.0,,149824.0,1.02816e-05,0.1,1.0638733 +14256.0,14000.4,-0.012833793,1885.3103,9600000.0,5092.0,600000.0,,149984.0,1.00256e-05,0.1,0.9547774 +14256.0,14005.76,-0.014197743,1885.4229,9610000.0,5097.0,600625.0,,150144.0,9.7696e-06,0.1,1.1272509 +14218.0,14010.24,-0.013535065,1885.535,9620000.0,5102.0,601250.0,,150304.0,9.5136e-06,0.1,1.0701872 +14218.0,14014.86,-0.013167185,1886.0165,9630000.0,5106.0,601875.0,,150464.0,9.2576e-06,0.1,1.0673653 +14218.0,14019.52,-0.013122276,1886.1279,9640000.0,5111.0,602500.0,,150624.0,9.0016e-06,0.1,1.0465409 +14212.0,14024.12,-0.012395063,1886.608,9650000.0,5115.0,603125.0,,150752.0,8.7968e-06,0.1,1.0210176 +14218.0,14028.2,-0.013205783,1886.7188,9660000.0,5120.0,603750.0,,150912.0,8.5408e-06,0.1,1.0001612 +14216.0,14032.26,-0.011633152,1886.8292,9670000.0,5125.0,604375.0,,151072.0,8.2848e-06,0.1,1.0050402 +14268.0,14036.28,-0.012215987,1886.9396,9680000.0,5130.0,605000.0,,151232.0,8.0288e-06,0.1,1.060989 +14278.0,14040.46,-0.013861415,1887.4172,9690000.0,5134.0,605625.0,,151392.0,7.7728e-06,0.1,1.0828769 +14276.0,14045.52,-0.011960761,1887.5267,9700000.0,5139.0,606250.0,,151552.0,7.5168e-06,0.1,1.1093371 +14276.0,14050.58,-0.012014712,1888.003,9710000.0,5143.0,606875.0,,151712.0,7.2608e-06,0.1,1.0604758 +14314.0,14056.64,-0.012288912,1888.1119,9720000.0,5148.0,607500.0,,151872.0,7.0048e-06,0.1,0.9647283 +14316.0,14062.7,-0.011813421,1888.2205,9730000.0,5153.0,608125.0,,152000.0,6.8e-06,0.1,1.1235526 +14322.0,14068.92,-0.012642328,1888.3289,9740000.0,5158.0,608750.0,,152160.0,6.544e-06,0.1,1.0854478 +14318.0,14074.54,-0.011782245,1888.8027,9750000.0,5162.0,609375.0,,152320.0,6.288e-06,0.1,1.0458704 +14314.0,14080.18,-0.012196776,1888.9104,9760000.0,5167.0,610000.0,,152480.0,6.032e-06,0.1,1.1211208 +14314.0,14085.84,-0.011509793,1889.383,9770000.0,5171.0,610625.0,,152640.0,5.776e-06,0.1,1.1528252 +14318.0,14091.66,-0.012329072,1889.49,9780000.0,5176.0,611250.0,,152800.0,5.52e-06,0.1,1.0940076 +14322.0,14097.54,-0.011929241,1889.9614,9790000.0,5180.0,611875.0,,152960.0,5.264e-06,0.1,1.0692831 +14282.0,14103.84,-0.01133599,1890.4321,9800000.0,5184.0,612500.0,,153120.0,5.008e-06,0.1,1.0197854 +14280.0,14110.5,-0.011735825,1890.5377,9810000.0,5189.0,613125.0,,153280.0,4.752e-06,0.1,1.1144664 +14306.0,14117.46,-0.011680192,1891.0071,9820000.0,5193.0,613750.0,,153408.0,4.5472e-06,0.1,1.0968847 +14306.0,14124.2,-0.010596416,1891.1119,9830000.0,5198.0,614375.0,,153568.0,4.2912e-06,0.1,0.96173054 +14312.0,14131.36,-0.011993463,1891.5802,9840000.0,5202.0,615000.0,,153728.0,4.0352e-06,0.1,1.2105094 +14312.0,14137.92,-0.01180644,1891.6843,9850000.0,5207.0,615625.0,,153888.0,3.7792e-06,0.1,1.1783984 +14312.0,14144.54,-0.01089333,1892.1512,9860000.0,5211.0,616250.0,,154048.0,3.5232e-06,0.1,1.0591524 +14306.0,14150.98,-0.011445779,1892.2546,9870000.0,5216.0,616875.0,,154208.0,3.2672e-06,0.1,1.0168545 +14284.0,14157.16,-0.010987022,1892.3578,9880000.0,5221.0,617500.0,,154368.0,3.0112e-06,0.1,1.0892305 +14288.0,14163.36,-0.011217031,1892.4608,9890000.0,5226.0,618125.0,,154528.0,2.7552e-06,0.1,1.1356363 +14288.0,14169.2,-0.010752982,1892.9254,9900000.0,5230.0,618750.0,,154656.0,2.5504e-06,0.1,1.0874153 +14254.0,14174.42,-0.010253339,1893.0277,9910000.0,5235.0,619375.0,,154816.0,2.2944e-06,0.1,1.0547123 +14204.0,14178.94,-0.010637902,1893.4911,9920000.0,5239.0,620000.0,,154976.0,2.0384e-06,0.1,1.0084697 +14242.0,14184.24,-0.008125631,1893.5927,9930000.0,5244.0,620625.0,,155136.0,1.7824e-06,0.1,1.0850539 +14238.0,14189.36,-0.010629306,1893.6941,9940000.0,5249.0,621250.0,,155296.0,1.5264e-06,0.1,1.1161492 +14194.0,14193.64,-0.010014593,1893.7952,9950000.0,5254.0,621875.0,,155456.0,1.2704e-06,0.1,1.1398516 +14194.0,14197.92,-0.009860623,1894.2563,9960000.0,5258.0,622500.0,,155616.0,1.0144e-06,0.1,1.093686 +14268.0,14202.86,-0.010523049,1894.3568,9970000.0,5263.0,623125.0,,155776.0,7.584e-07,0.1,1.1170812 +14262.0,14208.18,-0.009666189,1894.8168,9980000.0,5267.0,623750.0,,155936.0,5.024e-07,0.1,1.1312962 +14266.0,14212.08,-0.009371542,1894.9165,9990000.0,5272.0,624375.0,,156064.0,2.976e-07,0.1,1.0955623 +14260.0,14215.3,-0.009151612,1895.3752,10000000.0,5276.0,625000.0,,156224.0,4.16e-08,0.1,1.0984478 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_df_train.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..535cef01875bb7f003e03e82632e06c1dfed659c --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_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 +26.666666,26.666666,-0.036736514,666.6667,10000.0,15.0,625.0,,128.0,0.0002497952,0.1,2.8696475 +42.424244,34.545456,-0.03519498,952.381,20000.0,21.0,1250.0,,288.0,0.0002495392,0.1,2.8572216 +50.909092,40.0,-0.03252241,1153.8462,30000.0,26.0,1875.0,,448.0,0.0002492832,0.1,2.8419623 +45.0,41.25,-0.029320002,1250.0,40000.0,32.0,2500.0,,608.0,0.0002490272,0.1,2.8456316 +42.0,41.4,-0.033466633,1315.7894,50000.0,38.0,3125.0,,768.0,0.0002487712,0.1,2.8498616 +40.0,41.166668,-0.03602323,1363.6364,60000.0,44.0,3750.0,,928.0,0.0002485152,0.1,2.8415961 +42.0,41.285713,-0.03262248,1428.5714,70000.0,49.0,4375.0,,1088.0,0.0002482592,0.1,2.8434868 +46.0,41.875,-0.03840173,1454.5454,80000.0,55.0,5000.0,,1248.0,0.0002480032,0.1,2.84254 +50.0,42.77778,-0.040424727,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.814825 +48.0,43.3,-0.03353819,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.8228815 +60.0,44.81818,-0.0404719,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.8264375 +60.0,46.083332,-0.03982818,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.7865944 +58.0,47.0,-0.033089515,1566.265,130000.0,83.0,8125.0,,2016.0,0.0002467744,0.1,2.7958374 +62.0,48.07143,-0.032573722,1590.909,140000.0,88.0,8750.0,,2176.0,0.0002465184,0.1,2.7509193 +56.0,48.6,-0.03342349,1595.7446,150000.0,94.0,9375.0,,2336.0,0.0002462624,0.1,2.7222438 +50.0,48.6875,-0.042584147,1616.1616,160000.0,99.0,10000.0,,2496.0,0.0002460064,0.1,2.7028115 +48.0,48.64706,-0.041057326,1619.0476,170000.0,105.0,10625.0,,2656.0,0.0002457504,0.1,2.741941 +58.0,49.166668,-0.03630991,1636.3636,180000.0,110.0,11250.0,,2784.0,0.0002455456,0.1,2.7279131 +58.0,49.63158,-0.030123515,1637.931,190000.0,116.0,11875.0,,2944.0,0.0002452896,0.1,2.6646457 +58.0,50.05,-0.03487267,1626.0162,200000.0,123.0,12500.0,,3104.0,0.0002450336,0.1,2.6534 +56.0,50.333332,-0.03770265,1640.625,210000.0,128.0,13125.0,,3264.0,0.0002447776,0.1,2.5842 +68.0,51.136364,-0.038001485,1641.791,220000.0,134.0,13750.0,,3424.0,0.0002445216,0.1,2.683288 +82.0,52.47826,-0.032381415,1642.8572,230000.0,140.0,14375.0,,3584.0,0.0002442656,0.1,2.6319122 +80.0,53.625,-0.029138044,1643.8356,240000.0,146.0,15000.0,,3744.0,0.0002440096,0.1,2.530818 +88.0,55.0,-0.03126553,1633.9869,250000.0,153.0,15625.0,,3904.0,0.0002437536,0.1,2.5592852 +80.0,55.96154,-0.036555,1645.5696,260000.0,158.0,16250.0,,4032.0,0.0002435488,0.1,2.5592499 +70.0,56.48148,-0.038495768,1656.4418,270000.0,163.0,16875.0,,4192.0,0.0002432928,0.1,2.6025336 +58.0,56.535713,-0.030673172,1656.8047,280000.0,169.0,17500.0,,4352.0,0.0002430368,0.1,2.579989 +64.0,56.793102,-0.029835949,1657.1428,290000.0,175.0,18125.0,,4512.0,0.0002427808,0.1,2.6019237 +62.0,56.966667,-0.030051421,1666.6666,300000.0,180.0,18750.0,,4672.0,0.0002425248,0.1,2.5658188 +70.0,57.387096,-0.03311255,1666.6666,310000.0,186.0,19375.0,,4832.0,0.0002422688,0.1,2.5563557 +74.0,57.90625,-0.031029247,1666.6666,320000.0,192.0,20000.0,,4992.0,0.0002420128,0.1,2.6140425 +80.0,58.575756,-0.034466844,1666.6666,330000.0,198.0,20625.0,,5152.0,0.0002417568,0.1,2.602963 +82.0,59.264706,-0.031159975,1674.8768,340000.0,203.0,21250.0,,5312.0,0.0002415008,0.1,2.6008427 +92.0,60.2,-0.031927064,1674.6411,350000.0,209.0,21875.0,,5440.0,0.000241296,0.1,2.5412028 +98.0,61.25,-0.031109128,1682.243,360000.0,214.0,22500.0,,5600.0,0.00024104,0.1,2.565826 +108.0,62.51351,-0.033726346,1681.8182,370000.0,220.0,23125.0,,5760.0,0.000240784,0.1,2.6080213 +116.0,63.92105,-0.03572162,1688.8889,380000.0,225.0,23750.0,,5920.0,0.000240528,0.1,2.6372943 +108.0,65.051285,-0.03116406,1688.3116,390000.0,231.0,24375.0,,6080.0,0.000240272,0.1,2.624957 +106.0,66.075,-0.043428473,1694.9153,400000.0,236.0,25000.0,,6240.0,0.000240016,0.1,2.6548696 +84.0,66.51219,-0.030214265,1694.2148,410000.0,242.0,25625.0,,6400.0,0.00023976,0.1,2.5934544 +78.0,66.78571,-0.03372525,1693.5483,420000.0,248.0,26250.0,,6560.0,0.000239504,0.1,2.5357838 +74.0,66.95349,-0.030772584,1699.6047,430000.0,253.0,26875.0,,6688.0,0.0002392992,0.1,2.501891 +76.0,67.15909,-0.03140587,1705.4264,440000.0,258.0,27500.0,,6848.0,0.0002390432,0.1,2.5064678 +72.0,67.26667,-0.030402524,1704.5454,450000.0,264.0,28125.0,,7008.0,0.0002387872,0.1,2.50475 +84.0,67.63043,-0.032628663,1703.7037,460000.0,270.0,28750.0,,7168.0,0.0002385312,0.1,2.498727 +84.0,67.97872,-0.031126183,1709.091,470000.0,275.0,29375.0,,7328.0,0.0002382752,0.1,2.5775986 +82.0,68.270836,-0.038932927,1708.185,480000.0,281.0,30000.0,,7488.0,0.0002380192,0.1,2.5764427 +82.0,68.55102,-0.041967925,1707.317,490000.0,287.0,30625.0,,7648.0,0.0002377632,0.1,2.5926645 +78.0,68.74,-0.033281952,1712.3287,500000.0,292.0,31250.0,,7808.0,0.0002375072,0.1,2.5694778 +80.0,68.960785,-0.03876109,1711.4094,510000.0,298.0,31875.0,,7968.0,0.0002372512,0.1,2.5063539 +74.0,69.05769,-0.028862031,1716.1716,520000.0,303.0,32500.0,,8096.0,0.0002370464,0.1,2.4220212 +70.0,69.07547,-0.033099394,1720.7792,530000.0,308.0,33125.0,,8256.0,0.0002367904,0.1,2.5152903 +82.0,69.31481,-0.032295924,1719.7452,540000.0,314.0,33750.0,,8416.0,0.0002365344,0.1,2.4642 +94.0,69.76363,-0.03411898,1718.75,550000.0,320.0,34375.0,,8576.0,0.0002362784,0.1,2.5184712 +100.0,70.30357,-0.032584634,1712.5382,560000.0,327.0,35000.0,,8736.0,0.0002360224,0.1,2.455314 +102.0,70.85965,-0.03141505,1711.7117,570000.0,333.0,35625.0,,8896.0,0.0002357664,0.1,2.454383 +118.0,71.67242,-0.036005422,1710.9144,580000.0,339.0,36250.0,,9056.0,0.0002355104,0.1,2.4938388 +108.0,72.28814,-0.030475898,1710.1449,590000.0,345.0,36875.0,,9216.0,0.0002352544,0.1,2.5114155 +100.0,72.75,-0.032370947,1714.2858,600000.0,350.0,37500.0,,9344.0,0.0002350496,0.1,2.5425518 +110.0,73.36066,-0.035528712,1718.3098,610000.0,355.0,38125.0,,9504.0,0.0002347936,0.1,2.4881635 +118.0,74.08064,-0.031398535,1717.4515,620000.0,361.0,38750.0,,9664.0,0.0002345376,0.1,2.3973098 +112.0,74.68254,-0.029854346,1716.6212,630000.0,367.0,39375.0,,9824.0,0.0002342816,0.1,2.3231044 +124.0,75.453125,-0.027966497,1715.8177,640000.0,373.0,40000.0,,9984.0,0.0002340256,0.1,2.2700987 +134.0,76.35384,-0.026962193,1715.0396,650000.0,379.0,40625.0,,10144.0,0.0002337696,0.1,2.2504127 +136.0,77.257576,-0.027003821,1714.2858,660000.0,385.0,41250.0,,10304.0,0.0002335136,0.1,2.2706914 +138.0,78.16418,-0.02794547,1717.9487,670000.0,390.0,41875.0,,10464.0,0.0002332576,0.1,2.2099922 +120.0,78.77941,-0.028154226,1717.1718,680000.0,396.0,42500.0,,10624.0,0.0002330016,0.1,2.3411727 +120.0,79.37681,-0.031474993,1720.6982,690000.0,401.0,43125.0,,10752.0,0.0002327968,0.1,2.3438709 +116.0,79.9,-0.033424832,1715.6863,700000.0,408.0,43750.0,,10912.0,0.0002325408,0.1,2.3952045 +106.0,80.26761,-0.029965391,1714.9758,710000.0,414.0,44375.0,,11072.0,0.0002322848,0.1,2.4085894 +114.0,80.736115,-0.032809738,1714.2858,720000.0,420.0,45000.0,,11232.0,0.0002320288,0.1,2.3754616 +110.0,81.136986,-0.034627445,1713.615,730000.0,426.0,45625.0,,11392.0,0.0002317728,0.1,2.4647965 +110.0,81.52702,-0.031543024,1716.9374,740000.0,431.0,46250.0,,11552.0,0.0002315168,0.1,2.3989432 +112.0,81.933334,-0.031083683,1716.2472,750000.0,437.0,46875.0,,11712.0,0.0002312608,0.1,2.4039252 +110.0,82.302635,-0.030565295,1715.5756,760000.0,443.0,47500.0,,11872.0,0.0002310048,0.1,2.437491 +102.0,82.55844,-0.028904706,1722.5951,770000.0,447.0,48125.0,,12000.0,0.0002308,0.1,2.3656018 +92.0,82.67949,-0.030678347,1721.8542,780000.0,453.0,48750.0,,12160.0,0.000230544,0.1,2.369277 +102.0,82.92405,-0.033111375,1721.1329,790000.0,459.0,49375.0,,12320.0,0.000230288,0.1,2.4378831 +96.0,83.0875,-0.033411425,1724.138,800000.0,464.0,50000.0,,12480.0,0.000230032,0.1,2.4184227 +88.0,83.14815,-0.03335412,1723.4043,810000.0,470.0,50625.0,,12640.0,0.000229776,0.1,2.4556413 +90.0,83.231705,-0.038497653,1722.6891,820000.0,476.0,51250.0,,12800.0,0.00022952,0.1,2.422469 +82.0,83.216866,-0.031800937,1721.9917,830000.0,482.0,51875.0,,12960.0,0.000229264,0.1,2.4317465 +82.0,83.20238,-0.040383734,1724.846,840000.0,487.0,52500.0,,13120.0,0.000229008,0.1,2.4344454 +68.0,83.02353,-0.032753903,1724.138,850000.0,493.0,53125.0,,13280.0,0.000228752,0.1,2.3951907 +72.0,82.89535,-0.0330002,1726.9076,860000.0,498.0,53750.0,,13408.0,0.0002285472,0.1,2.3933156 +72.0,82.77012,-0.031230425,1726.1904,870000.0,504.0,54375.0,,13568.0,0.0002282912,0.1,2.3637757 +76.0,82.693184,-0.03038842,1728.8801,880000.0,509.0,55000.0,,13728.0,0.0002280352,0.1,2.4043455 +84.0,82.70786,-0.032126732,1724.8062,890000.0,516.0,55625.0,,13888.0,0.0002277792,0.1,2.4499702 +86.0,82.744446,-0.030464038,1720.8413,900000.0,523.0,56250.0,,14048.0,0.0002275232,0.1,2.3221915 +84.0,82.75824,-0.031212589,1720.2268,910000.0,529.0,56875.0,,14208.0,0.0002272672,0.1,2.359592 +86.0,82.79348,-0.030742045,1719.6262,920000.0,535.0,57500.0,,14368.0,0.0002270112,0.1,2.3611379 +96.0,82.935486,-0.031597555,1719.0388,930000.0,541.0,58125.0,,14528.0,0.0002267552,0.1,2.4244018 +90.0,83.010635,-0.04108064,1721.6117,940000.0,546.0,58750.0,,14656.0,0.0002265504,0.1,2.4450831 +84.0,83.02105,-0.039436623,1721.0145,950000.0,552.0,59375.0,,14816.0,0.0002262944,0.1,2.466525 +94.0,83.135414,-0.02977015,1720.43,960000.0,558.0,60000.0,,14976.0,0.0002260384,0.1,2.3706117 +94.0,83.24742,-0.034272846,1722.913,970000.0,563.0,60625.0,,15136.0,0.0002257824,0.1,2.4035463 +96.0,83.37755,-0.030173045,1722.3198,980000.0,569.0,61250.0,,15296.0,0.0002255264,0.1,2.2693667 +94.0,83.48485,-0.032155234,1718.75,990000.0,576.0,61875.0,,15456.0,0.0002252704,0.1,2.3341894 +92.0,83.57,-0.027091444,1721.1704,1000000.0,581.0,62500.0,,15616.0,0.0002250144,0.1,2.3317938 +86.0,84.16333,-0.040937427,1720.6133,1010000.0,587.0,63125.0,,15776.0,0.0002247584,0.1,2.3908906 +86.0,84.59909,-0.030702539,1720.0675,1020000.0,593.0,63750.0,,15936.0,0.0002245024,0.1,2.262045 +102.0,85.11,-0.03692341,1722.4081,1030000.0,598.0,64375.0,,16064.0,0.0002242976,0.1,2.2441895 +108.0,85.74,-0.02784053,1721.8542,1040000.0,604.0,65000.0,,16224.0,0.0002240416,0.1,2.2018244 +108.0,86.4,-0.028220428,1721.3115,1050000.0,610.0,65625.0,,16384.0,0.0002237856,0.1,2.1941297 +116.0,87.16,-0.029158762,1720.7792,1060000.0,616.0,66250.0,,16544.0,0.0002235296,0.1,2.2780924 +130.0,88.04,-0.028369058,1723.0273,1070000.0,621.0,66875.0,,16704.0,0.0002232736,0.1,2.2702246 +126.0,88.84,-0.029284269,1722.488,1080000.0,627.0,67500.0,,16864.0,0.0002230176,0.1,2.2482207 +122.0,89.56,-0.033900846,1724.6836,1090000.0,632.0,68125.0,,17024.0,0.0002227616,0.1,2.2668738 +120.0,90.28,-0.026775286,1724.138,1100000.0,638.0,68750.0,,17184.0,0.0002225056,0.1,2.1879582 +122.0,90.9,-0.037698377,1723.6025,1110000.0,644.0,69375.0,,17312.0,0.0002223008,0.1,2.2890582 +118.0,91.48,-0.038333416,1725.7319,1120000.0,649.0,70000.0,,17472.0,0.0002220448,0.1,2.283452 +110.0,92.0,-0.028747698,1725.1908,1130000.0,655.0,70625.0,,17632.0,0.0002217888,0.1,2.2610273 +100.0,92.38,-0.027272802,1724.6595,1140000.0,661.0,71250.0,,17792.0,0.0002215328,0.1,2.2649634 +98.0,92.8,-0.029533705,1726.7267,1150000.0,666.0,71875.0,,17952.0,0.0002212768,0.1,2.2692032 +96.0,93.26,-0.029993199,1728.7631,1160000.0,671.0,72500.0,,18112.0,0.0002210208,0.1,2.2993054 +94.0,93.72,-0.032365423,1728.2126,1170000.0,677.0,73125.0,,18272.0,0.0002207648,0.1,2.2671227 +94.0,94.08,-0.02961969,1727.672,1180000.0,683.0,73750.0,,18432.0,0.0002205088,0.1,2.319205 +114.0,94.64,-0.028037729,1727.1407,1190000.0,689.0,74375.0,,18592.0,0.0002202528,0.1,2.1002138 +108.0,95.14,-0.035969146,1729.1066,1200000.0,694.0,75000.0,,18720.0,0.000220048,0.1,2.2151287 +114.0,95.72,-0.028213056,1728.5714,1210000.0,700.0,75625.0,,18880.0,0.000219792,0.1,2.2289188 +108.0,96.12,-0.028365286,1730.4965,1220000.0,705.0,76250.0,,19040.0,0.000219536,0.1,2.1469266 +110.0,96.4,-0.03629751,1729.9578,1230000.0,711.0,76875.0,,19200.0,0.00021928,0.1,2.1392972 +104.0,96.64,-0.037960485,1731.8436,1240000.0,716.0,77500.0,,19360.0,0.000219024,0.1,2.216424 +90.0,96.66,-0.037677087,1731.3019,1250000.0,722.0,78125.0,,19520.0,0.000218768,0.1,2.1774557 +86.0,96.72,-0.030719733,1733.1499,1260000.0,727.0,78750.0,,19680.0,0.000218512,0.1,2.169444 +84.0,96.86,-0.029582122,1730.2452,1270000.0,734.0,79375.0,,19840.0,0.000218256,0.1,2.135622 +92.0,97.2,-0.030141512,1732.0703,1280000.0,739.0,80000.0,,20000.0,0.000218,0.1,2.2572908 +94.0,97.5,-0.037073873,1731.5436,1290000.0,745.0,80625.0,,20128.0,0.0002177952,0.1,2.208239 +92.0,97.8,-0.028493105,1733.3334,1300000.0,750.0,81250.0,,20288.0,0.0002175392,0.1,2.2105799 +100.0,98.1,-0.030687287,1732.8042,1310000.0,756.0,81875.0,,20448.0,0.0002172832,0.1,2.3420331 +98.0,98.34,-0.030069873,1732.2834,1320000.0,762.0,82500.0,,20608.0,0.0002170272,0.1,2.4026134 +96.0,98.5,-0.038340256,1731.7709,1330000.0,768.0,83125.0,,20768.0,0.0002167712,0.1,2.381905 +82.0,98.5,-0.02852608,1731.2661,1340000.0,774.0,83750.0,,20928.0,0.0002165152,0.1,2.1892076 +78.0,98.36,-0.037632864,1732.991,1350000.0,779.0,84375.0,,21088.0,0.0002162592,0.1,2.162088 +70.0,98.08,-0.025353463,1734.6938,1360000.0,784.0,85000.0,,21248.0,0.0002160032,0.1,2.1064563 +68.0,97.68,-0.028303472,1736.3751,1370000.0,789.0,85625.0,,21376.0,0.0002157984,0.1,2.2272902 +76.0,97.28,-0.025510166,1735.849,1380000.0,795.0,86250.0,,21536.0,0.0002155424,0.1,2.0359235 +82.0,97.02,-0.027951611,1735.3308,1390000.0,801.0,86875.0,,21696.0,0.0002152864,0.1,2.14638 +90.0,96.86,-0.034483716,1736.9727,1400000.0,806.0,87500.0,,21856.0,0.0002150304,0.1,1.9870591 +88.0,96.9,-0.027503723,1736.4532,1410000.0,812.0,88125.0,,22016.0,0.0002147744,0.1,1.979069 +96.0,97.08,-0.02528562,1735.9413,1420000.0,818.0,88750.0,,22176.0,0.0002145184,0.1,1.9698069 +90.0,97.24,-0.027928762,1737.5455,1430000.0,823.0,89375.0,,22336.0,0.0002142624,0.1,1.9908876 +92.0,97.4,-0.028695958,1737.0326,1440000.0,829.0,90000.0,,22496.0,0.0002140064,0.1,2.039265 +94.0,97.62,-0.025224306,1736.527,1450000.0,835.0,90625.0,,22656.0,0.0002137504,0.1,2.1082087 +90.0,97.68,-0.028658358,1738.0952,1460000.0,840.0,91250.0,,22784.0,0.0002135456,0.1,2.0850496 +102.0,97.86,-0.025661463,1737.5886,1470000.0,846.0,91875.0,,22944.0,0.0002132896,0.1,2.1460679 +98.0,98.02,-0.03346298,1737.0892,1480000.0,852.0,92500.0,,23104.0,0.0002130336,0.1,2.0383449 +94.0,98.14,-0.037994716,1736.5967,1490000.0,858.0,93125.0,,23264.0,0.0002127776,0.1,2.1319664 +76.0,98.12,-0.030715747,1738.1228,1500000.0,863.0,93750.0,,23424.0,0.0002125216,0.1,2.210805 +72.0,98.04,-0.028436815,1737.6295,1510000.0,869.0,94375.0,,23584.0,0.0002122656,0.1,2.3086143 +58.0,97.88,-0.031478833,1739.1305,1520000.0,874.0,95000.0,,23744.0,0.0002120096,0.1,2.2406201 +58.0,97.76,-0.030916203,1738.6364,1530000.0,880.0,95625.0,,23904.0,0.0002117536,0.1,2.15094 +50.0,97.44,-0.039028265,1740.113,1540000.0,885.0,96250.0,,24032.0,0.0002115488,0.1,2.3097084 +44.0,96.94,-0.027865116,1739.6184,1550000.0,891.0,96875.0,,24192.0,0.0002112928,0.1,2.3264623 +44.0,96.38,-0.028441858,1741.0714,1560000.0,896.0,97500.0,,24352.0,0.0002110368,0.1,2.2787514 +48.0,95.84,-0.02861793,1740.5765,1570000.0,902.0,98125.0,,24512.0,0.0002107808,0.1,2.270864 +44.0,95.1,-0.038109206,1742.0066,1580000.0,907.0,98750.0,,24672.0,0.0002105248,0.1,2.1508675 +38.0,94.4,-0.03873236,1741.5115,1590000.0,913.0,99375.0,,24832.0,0.0002102688,0.1,2.1418993 +46.0,93.86,-0.040786628,1741.0228,1600000.0,919.0,100000.0,,24992.0,0.0002100128,0.1,2.2005632 +48.0,93.24,-0.030314643,1740.5405,1610000.0,925.0,100625.0,,25152.0,0.0002097568,0.1,2.3141294 +48.0,92.54,-0.03172662,1741.9354,1620000.0,930.0,101250.0,,25312.0,0.0002095008,0.1,2.2826123 +46.0,91.88,-0.029470075,1743.3156,1630000.0,935.0,101875.0,,25440.0,0.000209296,0.1,2.339625 +52.0,91.16,-0.03244301,1742.8268,1640000.0,941.0,102500.0,,25600.0,0.00020904,0.1,2.2549436 +58.0,90.4,-0.030182919,1742.3442,1650000.0,947.0,103125.0,,25760.0,0.000208784,0.1,2.2781692 +48.0,89.52,-0.04078505,1741.8678,1660000.0,953.0,103750.0,,25920.0,0.000208528,0.1,2.2594907 +48.0,88.62,-0.030407734,1743.2151,1670000.0,958.0,104375.0,,26080.0,0.000208272,0.1,2.2929034 +42.0,87.84,-0.034854017,1742.7386,1680000.0,964.0,105000.0,,26240.0,0.000208016,0.1,2.453313 +50.0,87.14,-0.03126843,1744.066,1690000.0,969.0,105625.0,,26400.0,0.00020776,0.1,2.364756 +46.0,86.44,-0.032230195,1743.5897,1700000.0,975.0,106250.0,,26560.0,0.000207504,0.1,2.411705 +48.0,85.86,-0.030130858,1744.898,1710000.0,980.0,106875.0,,26688.0,0.0002072992,0.1,2.3724787 +64.0,85.36,-0.032942872,1744.4219,1720000.0,986.0,107500.0,,26848.0,0.0002070432,0.1,2.4447637 +68.0,84.94,-0.036470886,1745.7114,1730000.0,991.0,108125.0,,27008.0,0.0002067872,0.1,2.4379177 +80.0,84.64,-0.034432054,1745.2357,1740000.0,997.0,108750.0,,27168.0,0.0002065312,0.1,2.49281 +96.0,84.48,-0.043448385,1744.7657,1750000.0,1003.0,109375.0,,27328.0,0.0002062752,0.1,2.4557362 +98.0,84.36,-0.037276912,1744.3013,1760000.0,1009.0,110000.0,,27488.0,0.0002060192,0.1,2.5074525 +100.0,84.34,-0.03616705,1745.5621,1770000.0,1014.0,110625.0,,27648.0,0.0002057632,0.1,2.4326982 +114.0,84.56,-0.038526434,1745.098,1780000.0,1020.0,111250.0,,27808.0,0.0002055072,0.1,2.4928124 +136.0,84.9,-0.039461184,1744.6394,1790000.0,1026.0,111875.0,,27968.0,0.0002052512,0.1,2.4380198 +158.0,85.52,-0.04063652,1747.5729,1800000.0,1030.0,112500.0,,28096.0,0.0002050464,0.1,2.4667091 +202.0,86.66,-0.038772833,1747.1042,1810000.0,1036.0,113125.0,,28256.0,0.0002047904,0.1,2.4649649 +258.0,88.34,-0.03843674,1746.6411,1820000.0,1042.0,113750.0,,28416.0,0.0002045344,0.1,2.3836832 +316.0,90.68,-0.0397755,1746.1832,1830000.0,1048.0,114375.0,,28576.0,0.0002042784,0.1,2.4959178 +376.0,93.62,-0.035989475,1745.7306,1840000.0,1054.0,115000.0,,28736.0,0.0002040224,0.1,2.4370527 +462.0,97.56,-0.038585432,1746.931,1850000.0,1059.0,115625.0,,28896.0,0.0002037664,0.1,2.4936802 +536.0,102.2,-0.038662143,1746.4789,1860000.0,1065.0,116250.0,,29056.0,0.0002035104,0.1,2.3046865 +580.0,107.28,-0.038714863,1746.0317,1870000.0,1071.0,116875.0,,29216.0,0.0002032544,0.1,2.3604012 +610.0,112.62,-0.03983631,1747.2119,1880000.0,1076.0,117500.0,,29344.0,0.0002030496,0.1,2.2767825 +656.0,118.34,-0.037576765,1746.7653,1890000.0,1082.0,118125.0,,29504.0,0.0002027936,0.1,2.3206754 +670.0,124.18,-0.037524756,1747.93,1900000.0,1087.0,118750.0,,29664.0,0.0002025376,0.1,2.2235618 +676.0,130.1,-0.03768124,1747.484,1910000.0,1093.0,119375.0,,29824.0,0.0002022816,0.1,2.3119164 +680.0,136.04,-0.03808067,1747.0427,1920000.0,1099.0,120000.0,,29984.0,0.0002020256,0.1,2.3135962 +668.0,141.76,-0.038332112,1746.6063,1930000.0,1105.0,120625.0,,30144.0,0.0002017696,0.1,2.2041416 +682.0,147.68,-0.038400993,1746.1746,1940000.0,1111.0,121250.0,,30304.0,0.0002015136,0.1,2.2546372 +676.0,153.6,-0.03740441,1747.3118,1950000.0,1116.0,121875.0,,30464.0,0.0002012576,0.1,2.1946783 +678.0,159.44,-0.03508521,1746.8806,1960000.0,1122.0,122500.0,,30624.0,0.0002010016,0.1,2.138642 +660.0,165.1,-0.039159648,1748.0035,1970000.0,1127.0,123125.0,,30752.0,0.0002007968,0.1,2.1652336 +654.0,170.68,-0.035000954,1749.1166,1980000.0,1132.0,123750.0,,30912.0,0.0002005408,0.1,2.098795 +646.0,176.2,-0.035170913,1748.6819,1990000.0,1138.0,124375.0,,31072.0,0.0002002848,0.1,2.0099912 +628.0,181.56,-0.036692772,1748.2517,2000000.0,1144.0,125000.0,,31232.0,0.0002000288,0.1,2.1625867 +620.0,186.9,-0.03777773,1747.826,2010000.0,1150.0,125625.0,,31392.0,0.0001997728,0.1,2.176622 +625.0,192.29,-0.03659259,1747.4048,2020000.0,1156.0,126250.0,,31552.0,0.0001995168,0.1,2.1625185 +623.0,197.5,-0.036184784,1746.9879,2030000.0,1162.0,126875.0,,31712.0,0.0001992608,0.1,2.032495 +639.0,202.81,-0.034775075,1748.072,2040000.0,1167.0,127500.0,,31872.0,0.0001990048,0.1,2.0588171 +643.0,208.16,-0.035569448,1749.1467,2050000.0,1172.0,128125.0,,32000.0,0.0001988,0.1,2.1588626 +653.0,213.53,-0.03407278,1747.2434,2060000.0,1179.0,128750.0,,32160.0,0.000198544,0.1,2.0405118 +667.0,218.9,-0.035818815,1746.8354,2070000.0,1185.0,129375.0,,32320.0,0.000198288,0.1,2.1174407 +662.0,224.26,-0.03471333,1746.4315,2080000.0,1191.0,130000.0,,32480.0,0.000198032,0.1,2.0898347 +656.0,229.6,-0.03572333,1746.0317,2090000.0,1197.0,130625.0,,32640.0,0.000197776,0.1,2.1226635 +648.0,234.88,-0.037139397,1745.6359,2100000.0,1203.0,131250.0,,32800.0,0.00019752,0.1,2.1074915 +652.0,240.18,-0.03492714,1746.6887,2110000.0,1208.0,131875.0,,32960.0,0.000197264,0.1,2.0363376 +642.0,245.42,-0.03436634,1746.2932,2120000.0,1214.0,132500.0,,33120.0,0.000197008,0.1,2.0423756 +644.0,250.76,-0.03505744,1747.3339,2130000.0,1219.0,133125.0,,33280.0,0.000196752,0.1,2.051014 +644.0,256.2,-0.035855077,1748.366,2140000.0,1224.0,133750.0,,33408.0,0.0001965472,0.1,2.038096 +644.0,261.66,-0.033926174,1747.9675,2150000.0,1230.0,134375.0,,33568.0,0.0001962912,0.1,2.00081 +646.0,267.16,-0.03338395,1748.9879,2160000.0,1235.0,135000.0,,33728.0,0.0001960352,0.1,1.925572 +658.0,272.8,-0.03467669,1748.5898,2170000.0,1241.0,135625.0,,33888.0,0.0001957792,0.1,1.9634435 +660.0,278.46,-0.033493795,1748.1957,2180000.0,1247.0,136250.0,,34048.0,0.0001955232,0.1,1.8773763 +674.0,284.06,-0.034108285,1747.8053,2190000.0,1253.0,136875.0,,34208.0,0.0001952672,0.1,1.9970047 +678.0,289.76,-0.03467835,1748.8076,2200000.0,1258.0,137500.0,,34368.0,0.0001950112,0.1,2.019879 +688.0,295.5,-0.035010815,1749.802,2210000.0,1263.0,138125.0,,34528.0,0.0001947552,0.1,1.976684 +682.0,301.24,-0.034150377,1749.4089,2220000.0,1269.0,138750.0,,34656.0,0.0001945504,0.1,1.9807627 +682.0,306.96,-0.035146084,1749.0197,2230000.0,1275.0,139375.0,,34816.0,0.0001942944,0.1,2.020344 +666.0,312.58,-0.03322115,1750.0,2240000.0,1280.0,140000.0,,34976.0,0.0001940384,0.1,1.9493823 +678.0,318.46,-0.032952957,1749.6112,2250000.0,1286.0,140625.0,,35136.0,0.0001937824,0.1,1.948558 +678.0,324.38,-0.034175877,1749.226,2260000.0,1292.0,141250.0,,35296.0,0.0001935264,0.1,1.8696616 +674.0,330.28,-0.030276658,1748.8444,2270000.0,1298.0,141875.0,,35456.0,0.0001932704,0.1,2.0525663 +716.0,336.52,-0.034751702,1748.4663,2280000.0,1304.0,142500.0,,35616.0,0.0001930144,0.1,1.9061939 +738.0,342.96,-0.034698796,1748.0916,2290000.0,1310.0,143125.0,,35776.0,0.0001927584,0.1,2.0595486 +750.0,349.54,-0.033709276,1747.7203,2300000.0,1316.0,143750.0,,35936.0,0.0001925024,0.1,2.0136647 +738.0,355.92,-0.034136478,1748.6753,2310000.0,1321.0,144375.0,,36064.0,0.0001922976,0.1,1.8902875 +748.0,362.42,-0.032914948,1748.3044,2320000.0,1327.0,145000.0,,36224.0,0.0001920416,0.1,1.9659216 +774.0,369.2,-0.03318621,1747.937,2330000.0,1333.0,145625.0,,36384.0,0.0001917856,0.1,1.9042239 +776.0,376.14,-0.03492514,1748.8789,2340000.0,1338.0,146250.0,,36544.0,0.0001915296,0.1,2.0915236 +770.0,383.06,-0.035877787,1748.512,2350000.0,1344.0,146875.0,,36704.0,0.0001912736,0.1,1.9426744 +776.0,390.12,-0.035119534,1749.4441,2360000.0,1349.0,147500.0,,36864.0,0.0001910176,0.1,1.9880612 +800.0,397.44,-0.03348025,1749.0775,2370000.0,1355.0,148125.0,,37024.0,0.0001907616,0.1,1.9247028 +792.0,404.6,-0.03283364,1750.0,2380000.0,1360.0,148750.0,,37184.0,0.0001905056,0.1,1.9807372 +806.0,411.84,-0.03433157,1750.9158,2390000.0,1365.0,149375.0,,37312.0,0.0001903008,0.1,2.18327 +786.0,418.8,-0.034162387,1750.547,2400000.0,1371.0,150000.0,,37472.0,0.0001900448,0.1,2.1058087 +778.0,425.7,-0.033404075,1751.4535,2410000.0,1376.0,150625.0,,37632.0,0.0001897888,0.1,2.043988 +780.0,432.54,-0.03747764,1751.0853,2420000.0,1382.0,151250.0,,37792.0,0.0001895328,0.1,2.1290295 +784.0,439.48,-0.03348915,1751.9827,2430000.0,1387.0,151875.0,,37952.0,0.0001892768,0.1,1.8668962 +818.0,446.74,-0.035953157,1751.6152,2440000.0,1393.0,152500.0,,38112.0,0.0001890208,0.1,1.8768277 +792.0,453.72,-0.034235246,1751.2509,2450000.0,1399.0,153125.0,,38272.0,0.0001887648,0.1,1.7538583 +832.0,461.14,-0.032998525,1750.8896,2460000.0,1405.0,153750.0,,38432.0,0.0001885088,0.1,1.9043534 +842.0,468.54,-0.034828592,1750.5315,2470000.0,1411.0,154375.0,,38592.0,0.0001882528,0.1,1.9852953 +866.0,476.22,-0.032730505,1750.1764,2480000.0,1417.0,155000.0,,38720.0,0.000188048,0.1,1.9006245 +872.0,484.0,-0.031229012,1749.8243,2490000.0,1423.0,155625.0,,38880.0,0.000187792,0.1,2.0351715 +890.0,492.14,-0.03509894,1749.4751,2500000.0,1429.0,156250.0,,39040.0,0.000187536,0.1,2.0375223 +900.0,500.42,-0.029790279,1749.1289,2510000.0,1435.0,156875.0,,39200.0,0.00018728,0.1,1.9144962 +968.0,509.52,-0.033496402,1750.0,2520000.0,1440.0,157500.0,,39360.0,0.000187024,0.1,1.9396608 +998.0,518.92,-0.030192573,1748.4451,2530000.0,1447.0,158125.0,,39520.0,0.000186768,0.1,1.8734 +1007.0,528.49,-0.033234805,1748.1074,2540000.0,1453.0,158750.0,,39680.0,0.000186512,0.1,1.8764473 +1015.0,538.2,-0.031161169,1747.7725,2550000.0,1459.0,159375.0,,39840.0,0.000186256,0.1,1.8748937 +1057.0,548.33,-0.029717436,1748.6339,2560000.0,1464.0,160000.0,,40000.0,0.000186,0.1,1.8018405 +1111.0,558.96,-0.031615146,1749.4895,2570000.0,1469.0,160625.0,,40128.0,0.0001857952,0.1,1.8558329 +1147.0,569.99,-0.029340995,1749.1526,2580000.0,1475.0,161250.0,,40288.0,0.0001855392,0.1,1.7780509 +1171.0,581.32,-0.032388784,1750.0,2590000.0,1480.0,161875.0,,40448.0,0.0001852832,0.1,1.9362166 +1263.0,593.49,-0.027879877,1748.4869,2600000.0,1487.0,162500.0,,40608.0,0.0001850272,0.1,1.9373119 +1252.0,605.53,-0.02980009,1749.3297,2610000.0,1492.0,163125.0,,40768.0,0.0001847712,0.1,1.767257 +1348.0,618.53,-0.031340204,1748.9987,2620000.0,1498.0,163750.0,,40928.0,0.0001845152,0.1,1.8952951 +1366.0,631.73,-0.026637595,1749.8336,2630000.0,1503.0,164375.0,,41088.0,0.0001842592,0.1,1.7867377 +1400.0,645.21,-0.031289738,1749.5029,2640000.0,1509.0,165000.0,,41248.0,0.0001840032,0.1,1.8767123 +1372.0,658.35,-0.031392008,1749.1749,2650000.0,1515.0,165625.0,,41376.0,0.0001837984,0.1,1.8957262 +1352.0,671.39,-0.028955523,1750.0,2660000.0,1520.0,166250.0,,41536.0,0.0001835424,0.1,1.8761044 +1444.0,685.35,-0.026354551,1749.6724,2670000.0,1526.0,166875.0,,41696.0,0.0001832864,0.1,1.7986338 +1476.0,699.69,-0.03039354,1749.3473,2680000.0,1532.0,167500.0,,41856.0,0.0001830304,0.1,1.7560327 +1522.0,714.41,-0.025387362,1749.0247,2690000.0,1538.0,168125.0,,42016.0,0.0001827744,0.1,1.8025527 +1680.0,730.75,-0.02752058,1748.7047,2700000.0,1544.0,168750.0,,42176.0,0.0001825184,0.1,1.716 +1728.0,747.55,-0.02871635,1748.3871,2710000.0,1550.0,169375.0,,42336.0,0.0001822624,0.1,1.7120676 +1822.0,765.13,-0.0280623,1748.072,2720000.0,1556.0,170000.0,,42496.0,0.0001820064,0.1,1.7056992 +1848.0,782.93,-0.028143574,1747.7593,2730000.0,1562.0,170625.0,,42656.0,0.0001817504,0.1,1.6910621 +1952.0,801.65,-0.023503859,1747.449,2740000.0,1568.0,171250.0,,42784.0,0.0001815456,0.1,1.608124 +2040.0,821.09,-0.02566863,1747.141,2750000.0,1574.0,171875.0,,42944.0,0.0001812896,0.1,1.6270783 +2184.0,841.95,-0.025728235,1747.9418,2760000.0,1579.0,172500.0,,43104.0,0.0001810336,0.1,1.707666 +2450.0,865.45,-0.025956921,1747.634,2770000.0,1585.0,173125.0,,43264.0,0.0001807776,0.1,1.6298784 +2578.0,890.09,-0.02600332,1747.3287,2780000.0,1591.0,173750.0,,43424.0,0.0001805216,0.1,1.7482708 +2578.0,914.51,-0.025212204,1747.0256,2790000.0,1597.0,174375.0,,43584.0,0.0001802656,0.1,1.6266097 +2822.0,941.15,-0.030350702,1747.8152,2800000.0,1602.0,175000.0,,43744.0,0.0001800096,0.1,1.7548677 +2892.0,968.05,-0.025918055,1747.5125,2810000.0,1608.0,175625.0,,43904.0,0.0001797536,0.1,1.7361723 +2872.0,994.19,-0.028731363,1748.295,2820000.0,1613.0,176250.0,,44032.0,0.0001795488,0.1,1.6647835 +2878.0,1019.81,-0.022851339,1747.9926,2830000.0,1619.0,176875.0,,44192.0,0.0001792928,0.1,1.5826309 +2936.0,1045.41,-0.026991148,1748.7684,2840000.0,1624.0,177500.0,,44352.0,0.0001790368,0.1,1.5885489 +3158.0,1072.37,-0.024655467,1748.4663,2850000.0,1630.0,178125.0,,44512.0,0.0001787808,0.1,1.6123941 +3308.0,1100.09,-0.025919503,1749.2355,2860000.0,1635.0,178750.0,,44672.0,0.0001785248,0.1,1.6549237 +3358.0,1127.87,-0.023558512,1748.9336,2870000.0,1641.0,179375.0,,44832.0,0.0001782688,0.1,1.5389848 +3432.0,1156.09,-0.023252156,1749.6963,2880000.0,1646.0,180000.0,,44992.0,0.0001780128,0.1,1.5461411 +3528.0,1184.81,-0.03018069,1749.3947,2890000.0,1652.0,180625.0,,45152.0,0.0001777568,0.1,1.618081 +3612.0,1214.23,-0.024782782,1749.0953,2900000.0,1658.0,181250.0,,45312.0,0.0001775008,0.1,1.6896056 +3494.0,1242.41,-0.02419093,1749.8496,2910000.0,1663.0,181875.0,,45440.0,0.000177296,0.1,1.5952884 +3558.0,1271.19,-0.026431974,1750.5995,2920000.0,1668.0,182500.0,,45600.0,0.00017704,0.1,1.648586 +3600.0,1300.51,-0.026999164,1750.2987,2930000.0,1674.0,183125.0,,45760.0,0.000176784,0.1,1.6669044 +3588.0,1329.57,-0.025071505,1751.0422,2940000.0,1679.0,183750.0,,45920.0,0.000176528,0.1,1.6256258 +3592.0,1358.73,-0.025982603,1750.7418,2950000.0,1685.0,184375.0,,46080.0,0.000176272,0.1,1.5934474 +3630.0,1388.25,-0.028552484,1751.4792,2960000.0,1690.0,185000.0,,46240.0,0.000176016,0.1,1.6535707 +3756.0,1419.21,-0.026398566,1751.1792,2970000.0,1696.0,185625.0,,46400.0,0.00017576,0.1,1.6235323 +3828.0,1450.95,-0.02250372,1751.9106,2980000.0,1701.0,186250.0,,46560.0,0.000175504,0.1,1.4924288 +3988.0,1484.37,-0.023895634,1752.6377,2990000.0,1706.0,186875.0,,46688.0,0.0001752992,0.1,1.5165125 +4268.0,1520.77,-0.024345417,1752.3364,3000000.0,1712.0,187500.0,,46848.0,0.0001750432,0.1,1.5370554 +4426.0,1558.83,-0.025546389,1752.0372,3010000.0,1718.0,188125.0,,47008.0,0.0001747872,0.1,1.6131078 +4448.0,1597.06,-0.029037187,1751.7401,3020000.0,1724.0,188750.0,,47168.0,0.0001745312,0.1,1.752029 +4458.0,1635.41,-0.027414154,1751.4451,3030000.0,1730.0,189375.0,,47328.0,0.0001742752,0.1,1.6465873 +4568.0,1674.7,-0.024729505,1752.1614,3040000.0,1735.0,190000.0,,47488.0,0.0001740192,0.1,1.6716144 +4558.0,1713.85,-0.02689679,1751.8667,3050000.0,1741.0,190625.0,,47648.0,0.0001737632,0.1,1.6454047 +4456.0,1751.88,-0.02755864,1751.5741,3060000.0,1747.0,191250.0,,47808.0,0.0001735072,0.1,1.6312494 +4482.0,1790.03,-0.027895711,1752.2831,3070000.0,1752.0,191875.0,,47968.0,0.0001732512,0.1,1.7922655 +4554.0,1828.95,-0.024168769,1751.9908,3080000.0,1758.0,192500.0,,48096.0,0.0001730464,0.1,1.6995703 +4564.0,1868.03,-0.023566702,1751.7007,3090000.0,1764.0,193125.0,,48256.0,0.0001727904,0.1,1.603119 +4676.0,1908.31,-0.0274709,1752.4025,3100000.0,1769.0,193750.0,,48416.0,0.0001725344,0.1,1.7213259 +4808.0,1949.87,-0.02670103,1752.1127,3110000.0,1775.0,194375.0,,48576.0,0.0001722784,0.1,1.5867833 +4842.0,1991.87,-0.024394982,1752.809,3120000.0,1780.0,195000.0,,48736.0,0.0001720224,0.1,1.5907273 +4762.0,2033.05,-0.024167692,1752.5197,3130000.0,1786.0,195625.0,,48896.0,0.0001717664,0.1,1.6915097 +4920.0,2075.81,-0.021491516,1753.2104,3140000.0,1791.0,196250.0,,49056.0,0.0001715104,0.1,1.6283722 +4920.0,2118.57,-0.024063528,1752.9215,3150000.0,1797.0,196875.0,,49216.0,0.0001712544,0.1,1.5870366 +4944.0,2161.55,-0.02584791,1753.607,3160000.0,1802.0,197500.0,,49344.0,0.0001710496,0.1,1.7215095 +4846.0,2203.43,-0.023944706,1753.3186,3170000.0,1808.0,198125.0,,49504.0,0.0001707936,0.1,1.5537132 +4876.0,2245.59,-0.028259808,1753.032,3180000.0,1814.0,198750.0,,49664.0,0.0001705376,0.1,1.6648251 +4810.0,2286.95,-0.021762127,1753.7108,3190000.0,1819.0,199375.0,,49824.0,0.0001702816,0.1,1.5212903 +4794.0,2328.11,-0.02444609,1753.4247,3200000.0,1825.0,200000.0,,49984.0,0.0001700256,0.1,1.6378508 +4768.0,2368.91,-0.022796912,1752.1833,3210000.0,1832.0,200625.0,,50144.0,0.0001697696,0.1,1.496028 +4806.0,2410.15,-0.025607042,1751.9043,3220000.0,1838.0,201250.0,,50304.0,0.0001695136,0.1,1.652765 +4890.0,2452.23,-0.024863143,1751.627,3230000.0,1844.0,201875.0,,50464.0,0.0001692576,0.1,1.7102339 +4980.0,2495.37,-0.023527326,1751.3513,3240000.0,1850.0,202500.0,,50624.0,0.0001690016,0.1,1.5760593 +5150.0,2540.09,-0.022534449,1752.9666,3250000.0,1854.0,203125.0,,50752.0,0.0001687968,0.1,1.6514761 +5332.0,2586.63,-0.02421312,1752.6882,3260000.0,1860.0,203750.0,,50912.0,0.0001685408,0.1,1.5536206 +5392.0,2633.81,-0.021897644,1752.4116,3270000.0,1866.0,204375.0,,51072.0,0.0001682848,0.1,1.5970347 +5468.0,2681.33,-0.023284249,1752.1367,3280000.0,1872.0,205000.0,,51232.0,0.0001680288,0.1,1.4681418 +5524.0,2729.19,-0.021435732,1751.8636,3290000.0,1878.0,205625.0,,51392.0,0.0001677728,0.1,1.4828564 +5574.0,2777.43,-0.016943013,1752.5226,3300000.0,1883.0,206250.0,,51552.0,0.0001675168,0.1,1.4910033 +5766.0,2827.71,-0.02251582,1752.2499,3310000.0,1889.0,206875.0,,51712.0,0.0001672608,0.1,1.5128332 +5764.0,2877.87,-0.02020651,1751.9789,3320000.0,1895.0,207500.0,,51872.0,0.0001670048,0.1,1.5290706 +5856.0,2928.69,-0.020588722,1751.7096,3330000.0,1901.0,208125.0,,52000.0,0.0001668,0.1,1.4483395 +5912.0,2980.05,-0.021438265,1751.442,3340000.0,1907.0,208750.0,,52160.0,0.000166544,0.1,1.5493649 +5908.0,3031.43,-0.020144518,1752.092,3350000.0,1912.0,209375.0,,52320.0,0.000166288,0.1,1.466058 +5970.0,3083.37,-0.019413056,1751.8248,3360000.0,1918.0,210000.0,,52480.0,0.000166032,0.1,1.49927 +6108.0,3136.45,-0.025744317,1751.5592,3370000.0,1924.0,210625.0,,52640.0,0.000165776,0.1,1.6098399 +6276.0,3191.29,-0.021329043,1752.2032,3380000.0,1929.0,211250.0,,52800.0,0.00016552,0.1,1.4966589 +6354.0,3246.77,-0.02258417,1751.938,3390000.0,1935.0,211875.0,,52960.0,0.000165264,0.1,1.5974867 +6524.0,3304.15,-0.026453307,1752.5773,3400000.0,1940.0,212500.0,,53120.0,0.000165008,0.1,1.6120429 +6524.0,3361.61,-0.02062812,1752.3124,3410000.0,1946.0,213125.0,,53280.0,0.000164752,0.1,1.4847629 +6586.0,3419.67,-0.022807416,1752.9473,3420000.0,1951.0,213750.0,,53408.0,0.0001645472,0.1,1.5922393 +6632.0,3478.15,-0.016902383,1752.6826,3430000.0,1957.0,214375.0,,53568.0,0.0001642912,0.1,1.4992406 +6856.0,3538.53,-0.0205699,1752.4198,3440000.0,1963.0,215000.0,,53728.0,0.0001640352,0.1,1.5139749 +6952.0,3600.13,-0.021270122,1752.1584,3450000.0,1969.0,215625.0,,53888.0,0.0001637792,0.1,1.5724585 +7164.0,3663.45,-0.02027654,1751.8987,3460000.0,1975.0,216250.0,,54048.0,0.0001635232,0.1,1.4406772 +7208.0,3727.11,-0.020634858,1752.5253,3470000.0,1980.0,216875.0,,54208.0,0.0001632672,0.1,1.4739687 +7208.0,3790.53,-0.022773774,1753.1486,3480000.0,1985.0,217500.0,,54368.0,0.0001630112,0.1,1.3953302 +7436.0,3856.17,-0.02072467,1752.888,3490000.0,1991.0,218125.0,,54528.0,0.0001627552,0.1,1.5292956 +7718.0,3924.45,-0.02005854,1753.507,3500000.0,1996.0,218750.0,,54656.0,0.0001625504,0.1,1.6050434 +7686.0,3992.31,-0.018971633,1754.1229,3510000.0,2001.0,219375.0,,54816.0,0.0001622944,0.1,1.4547662 +7840.0,4061.03,-0.024034912,1753.8615,3520000.0,2007.0,220000.0,,54976.0,0.0001620384,0.1,1.472162 +7982.0,4130.87,-0.023718197,1753.6016,3530000.0,2013.0,220625.0,,55136.0,0.0001617824,0.1,1.5934415 +7982.0,4200.62,-0.019824708,1753.3433,3540000.0,2019.0,221250.0,,55296.0,0.0001615264,0.1,1.5051003 +8092.0,4271.39,-0.02051467,1753.9525,3550000.0,2024.0,221875.0,,55456.0,0.0001612704,0.1,1.5526435 +8276.0,4343.58,-0.023431687,1753.6946,3560000.0,2030.0,222500.0,,55616.0,0.0001610144,0.1,1.5521773 +8302.0,4415.49,-0.020304548,1753.4381,3570000.0,2036.0,223125.0,,55776.0,0.0001607584,0.1,1.5210356 +8322.0,4487.24,-0.024225764,1754.0421,3580000.0,2041.0,223750.0,,55936.0,0.0001605024,0.1,1.5257686 +8368.0,4559.21,-0.025112178,1754.6432,3590000.0,2046.0,224375.0,,56064.0,0.0001602976,0.1,1.5998391 +8378.0,4630.36,-0.022850864,1754.386,3600000.0,2052.0,225000.0,,56224.0,0.0001600416,0.1,1.6584007 +8396.0,4701.8,-0.025784895,1753.2783,3610000.0,2059.0,225625.0,,56384.0,0.0001597856,0.1,1.7109942 +8488.0,4773.2,-0.02509741,1753.876,3620000.0,2064.0,226250.0,,56544.0,0.0001595296,0.1,1.620022 +8444.0,4843.98,-0.024455817,1753.6232,3630000.0,2070.0,226875.0,,56704.0,0.0001592736,0.1,1.5499449 +8446.0,4914.44,-0.021957021,1754.2169,3640000.0,2075.0,227500.0,,56864.0,0.0001590176,0.1,1.60824 +8432.0,4985.04,-0.02536543,1753.9645,3650000.0,2081.0,228125.0,,57024.0,0.0001587616,0.1,1.6785326 +8478.0,5056.3,-0.02345093,1753.7135,3660000.0,2087.0,228750.0,,57184.0,0.0001585056,0.1,1.6700563 +8504.0,5126.9,-0.02535914,1754.3021,3670000.0,2092.0,229375.0,,57312.0,0.0001583008,0.1,1.6659815 +8542.0,5197.56,-0.025152719,1754.0515,3680000.0,2098.0,230000.0,,57472.0,0.0001580448,0.1,1.606921 +8486.0,5267.2,-0.026592335,1753.8022,3690000.0,2104.0,230625.0,,57632.0,0.0001577888,0.1,1.6346693 +8339.0,5333.79,-0.025578987,1754.386,3700000.0,2109.0,231250.0,,57792.0,0.0001575328,0.1,1.7100441 +8249.0,5399.0,-0.024581471,1754.1371,3710000.0,2115.0,231875.0,,57952.0,0.0001572768,0.1,1.5991626 +8117.0,5461.95,-0.025009576,1754.717,3720000.0,2120.0,232500.0,,58112.0,0.0001570208,0.1,1.6618676 +8099.0,5524.46,-0.022732632,1753.6437,3730000.0,2127.0,233125.0,,58272.0,0.0001567648,0.1,1.5359856 +7909.0,5584.03,-0.024013087,1753.3989,3740000.0,2133.0,233750.0,,58432.0,0.0001565088,0.1,1.5976136 +7825.0,5641.88,-0.022523805,1753.9757,3750000.0,2138.0,234375.0,,58592.0,0.0001562528,0.1,1.5716538 +8021.0,5700.25,-0.022640008,1754.5497,3760000.0,2143.0,235000.0,,58720.0,0.000156048,0.1,1.5260558 +7853.0,5754.28,-0.019777898,1754.3043,3770000.0,2149.0,235625.0,,58880.0,0.000155792,0.1,1.4180107 +7893.0,5807.43,-0.019358898,1754.0603,3780000.0,2155.0,236250.0,,59040.0,0.000155536,0.1,1.36831 +8045.0,5862.1,-0.022991674,1754.6296,3790000.0,2160.0,236875.0,,59200.0,0.00015528,0.1,1.5095644 +8101.0,5914.89,-0.020269299,1755.1963,3800000.0,2165.0,237500.0,,59360.0,0.000155024,0.1,1.4638317 +8069.0,5966.66,-0.022680162,1754.9517,3810000.0,2171.0,238125.0,,59520.0,0.000154768,0.1,1.5177461 +8003.0,6017.97,-0.024487812,1754.7084,3820000.0,2177.0,238750.0,,59680.0,0.000154512,0.1,1.6462427 +8179.0,6070.98,-0.023967993,1754.4663,3830000.0,2183.0,239375.0,,59840.0,0.000154256,0.1,1.5584967 +8179.0,6123.41,-0.02266193,1754.2257,3840000.0,2189.0,240000.0,,60000.0,0.000154,0.1,1.7141458 +8321.0,6175.04,-0.02442659,1754.7858,3850000.0,2194.0,240625.0,,60128.0,0.0001537952,0.1,1.6235754 +8315.0,6225.11,-0.023558833,1754.5454,3860000.0,2200.0,241250.0,,60288.0,0.0001535392,0.1,1.5847878 +8421.0,6275.74,-0.024323653,1754.3064,3870000.0,2206.0,241875.0,,60448.0,0.0001532832,0.1,1.6419877 +8455.0,6325.97,-0.022854855,1754.862,3880000.0,2211.0,242500.0,,60608.0,0.0001530272,0.1,1.569197 +8615.0,6376.84,-0.025170786,1754.6234,3890000.0,2217.0,243125.0,,60768.0,0.0001527712,0.1,1.5684874 +8555.0,6426.27,-0.025596857,1754.386,3900000.0,2223.0,243750.0,,60928.0,0.0001525152,0.1,1.5727078 +8617.0,6477.5,-0.023250034,1754.1499,3910000.0,2229.0,244375.0,,61088.0,0.0001522592,0.1,1.6129949 +8615.0,6528.07,-0.025009846,1754.7001,3920000.0,2234.0,245000.0,,61248.0,0.0001520032,0.1,1.5999582 +8491.0,6576.98,-0.024411134,1755.2479,3930000.0,2239.0,245625.0,,61376.0,0.0001517984,0.1,1.6048055 +8493.0,6626.03,-0.024123246,1755.0111,3940000.0,2245.0,246250.0,,61536.0,0.0001515424,0.1,1.6258628 +8443.0,6674.54,-0.022069413,1754.7756,3950000.0,2251.0,246875.0,,61696.0,0.0001512864,0.1,1.5113702 +8684.0,6725.08,-0.02296184,1755.3191,3960000.0,2256.0,247500.0,,61856.0,0.0001510304,0.1,1.5125246 +8759.0,6775.11,-0.020723032,1755.084,3970000.0,2262.0,248125.0,,62016.0,0.0001507744,0.1,1.529773 +8683.0,6823.66,-0.022478035,1754.8501,3980000.0,2268.0,248750.0,,62176.0,0.0001505184,0.1,1.5369508 +8791.0,6871.69,-0.026751399,1755.3894,3990000.0,2273.0,249375.0,,62336.0,0.0001502624,0.1,1.5961746 +8857.0,6917.58,-0.023096416,1755.1558,4000000.0,2279.0,250000.0,,62496.0,0.0001500064,0.1,1.4401016 +8899.0,6962.31,-0.024838312,1754.9235,4010000.0,2285.0,250625.0,,62656.0,0.0001497504,0.1,1.6270652 +8881.0,7006.64,-0.023492074,1755.4585,4020000.0,2290.0,251250.0,,62784.0,0.0001495456,0.1,1.4706807 +8807.0,7050.13,-0.02473991,1755.2264,4030000.0,2296.0,251875.0,,62944.0,0.0001492896,0.1,1.6023449 +8615.0,7090.6,-0.026470004,1754.9956,4040000.0,2302.0,252500.0,,63104.0,0.0001490336,0.1,1.6026368 +8481.0,7129.83,-0.027741397,1755.5266,4050000.0,2307.0,253125.0,,63264.0,0.0001487776,0.1,1.5315425 +8469.0,7169.96,-0.026253236,1754.5376,4060000.0,2314.0,253750.0,,63424.0,0.0001485216,0.1,1.5121262 +8537.0,7210.51,-0.019812379,1754.3103,4070000.0,2320.0,254375.0,,63584.0,0.0001482656,0.1,1.5769345 +8499.0,7249.96,-0.020869968,1754.0842,4080000.0,2326.0,255000.0,,63744.0,0.0001480096,0.1,1.5080695 +8543.0,7289.75,-0.022406632,1754.6117,4090000.0,2331.0,255625.0,,63904.0,0.0001477536,0.1,1.4920218 +8367.0,7326.66,-0.025036678,1754.386,4100000.0,2337.0,256250.0,,64032.0,0.0001475488,0.1,1.5083354 +8471.0,7363.29,-0.025322994,1754.9103,4110000.0,2342.0,256875.0,,64192.0,0.0001472928,0.1,1.4313185 +8435.0,7399.22,-0.022093365,1754.6848,4120000.0,2348.0,257500.0,,64352.0,0.0001470368,0.1,1.4644918 +8435.0,7435.95,-0.021169737,1755.2062,4130000.0,2353.0,258125.0,,64512.0,0.0001467808,0.1,1.3345592 +8443.0,7471.18,-0.02215636,1754.2373,4140000.0,2360.0,258750.0,,64672.0,0.0001465248,0.1,1.3610086 +8395.0,7505.93,-0.022263397,1754.0153,4150000.0,2366.0,259375.0,,64832.0,0.0001462688,0.1,1.4130104 +8555.0,7542.04,-0.021165328,1753.7943,4160000.0,2372.0,260000.0,,64992.0,0.0001460128,0.1,1.5418471 +8549.0,7579.07,-0.023128105,1754.3121,4170000.0,2377.0,260625.0,,65152.0,0.0001457568,0.1,1.3444135 +8557.0,7615.88,-0.018864978,1754.0914,4180000.0,2383.0,261250.0,,65312.0,0.0001455008,0.1,1.5485691 +8677.0,7654.55,-0.022948828,1754.6063,4190000.0,2388.0,261875.0,,65440.0,0.000145296,0.1,1.3959751 +8791.0,7694.52,-0.022941913,1754.386,4200000.0,2394.0,262500.0,,65600.0,0.00014504,0.1,1.5342839 +8857.0,7735.41,-0.01978526,1754.8978,4210000.0,2399.0,263125.0,,65760.0,0.000144784,0.1,1.4779855 +8857.0,7775.92,-0.02542282,1754.6777,4220000.0,2405.0,263750.0,,65920.0,0.000144528,0.1,1.5078619 +8780.0,7814.82,-0.023864519,1754.4587,4230000.0,2411.0,264375.0,,66080.0,0.000144272,0.1,1.5264914 +8772.0,7852.74,-0.023315232,1754.2408,4240000.0,2417.0,265000.0,,66240.0,0.000144016,0.1,1.4509267 +8914.0,7890.38,-0.022888828,1754.7482,4250000.0,2422.0,265625.0,,66400.0,0.00014376,0.1,1.5259933 +8928.0,7926.34,-0.019701406,1754.5305,4260000.0,2428.0,266250.0,,66560.0,0.000143504,0.1,1.5209529 +8940.0,7961.82,-0.022255907,1755.0349,4270000.0,2433.0,266875.0,,66688.0,0.0001432992,0.1,1.5728071 +8884.0,7995.98,-0.022840664,1754.8175,4280000.0,2439.0,267500.0,,66848.0,0.0001430432,0.1,1.5674425 +9014.0,8030.88,-0.027910417,1755.3191,4290000.0,2444.0,268125.0,,67008.0,0.0001427872,0.1,1.5260968 +9156.0,8066.7,-0.024691507,1755.102,4300000.0,2450.0,268750.0,,67168.0,0.0001425312,0.1,1.5321286 +9108.0,8100.12,-0.025883773,1754.886,4310000.0,2456.0,269375.0,,67328.0,0.0001422752,0.1,1.5153201 +9288.0,8135.36,-0.02441848,1754.671,4320000.0,2462.0,270000.0,,67488.0,0.0001420192,0.1,1.4551667 +9598.0,8172.78,-0.02526899,1755.1682,4330000.0,2467.0,270625.0,,67648.0,0.0001417632,0.1,1.5267502 +9624.0,8209.9,-0.024598217,1754.9535,4340000.0,2473.0,271250.0,,67808.0,0.0001415072,0.1,1.4507152 +9748.0,8248.3,-0.023981735,1754.7399,4350000.0,2479.0,271875.0,,67968.0,0.0001412512,0.1,1.4597969 +9882.0,8287.42,-0.024371568,1755.2335,4360000.0,2484.0,272500.0,,68096.0,0.0001410464,0.1,1.3168025 +9882.0,8325.16,-0.020269388,1755.7252,4370000.0,2489.0,273125.0,,68256.0,0.0001407904,0.1,1.3632858 +9938.0,8361.78,-0.024255833,1755.511,4380000.0,2495.0,273750.0,,68416.0,0.0001405344,0.1,1.4026299 +10028.0,8398.52,-0.023834504,1755.2979,4390000.0,2501.0,274375.0,,68576.0,0.0001402784,0.1,1.3723772 +10254.0,8435.82,-0.019301213,1755.7861,4400000.0,2506.0,275000.0,,68736.0,0.0001400224,0.1,1.4664989 +10344.0,8474.02,-0.021205392,1755.5732,4410000.0,2512.0,275625.0,,68896.0,0.0001397664,0.1,1.4600564 +10180.0,8509.96,-0.024569586,1755.3615,4420000.0,2518.0,276250.0,,69056.0,0.0001395104,0.1,1.3831422 +10264.0,8546.28,-0.019871173,1755.1505,4430000.0,2524.0,276875.0,,69216.0,0.0001392544,0.1,1.4486487 +10298.0,8580.7,-0.026026724,1755.6346,4440000.0,2529.0,277500.0,,69344.0,0.0001390496,0.1,1.5308139 +10378.0,8614.96,-0.02220986,1755.4241,4450000.0,2535.0,278125.0,,69504.0,0.0001387936,0.1,1.3878535 +10318.0,8646.5,-0.019565823,1755.2145,4460000.0,2541.0,278750.0,,69664.0,0.0001385376,0.1,1.3824134 +10366.0,8678.08,-0.0272092,1755.0059,4470000.0,2547.0,279375.0,,69824.0,0.0001382816,0.1,1.5417526 +10356.0,8709.56,-0.024300188,1755.4858,4480000.0,2552.0,280000.0,,69984.0,0.0001380256,0.1,1.5551995 +10362.0,8738.82,-0.027763378,1755.2776,4490000.0,2558.0,280625.0,,70144.0,0.0001377696,0.1,1.4860742 +10344.0,8765.08,-0.021394212,1755.755,4500000.0,2563.0,281250.0,,70304.0,0.0001375136,0.1,1.5378115 +10228.0,8790.5,-0.023693314,1755.5469,4510000.0,2569.0,281875.0,,70464.0,0.0001372576,0.1,1.5607316 +10286.0,8814.96,-0.021553349,1755.3398,4520000.0,2575.0,282500.0,,70624.0,0.0001370016,0.1,1.4901812 +10276.0,8837.9,-0.023473684,1755.1337,4530000.0,2581.0,283125.0,,70752.0,0.0001367968,0.1,1.5669503 +10044.0,8858.52,-0.024082782,1755.607,4540000.0,2586.0,283750.0,,70912.0,0.0001365408,0.1,1.4691926 +9950.0,8877.1,-0.02001103,1755.4012,4550000.0,2592.0,284375.0,,71072.0,0.0001362848,0.1,1.4886979 +9946.0,8893.8,-0.022961691,1755.8722,4560000.0,2597.0,285000.0,,71232.0,0.0001360288,0.1,1.4609048 +9992.0,8910.7,-0.021241957,1755.6665,4570000.0,2603.0,285625.0,,71392.0,0.0001357728,0.1,1.4741207 +9908.0,8926.56,-0.023441765,1756.135,4580000.0,2608.0,286250.0,,71552.0,0.0001355168,0.1,1.4963801 +9880.0,8941.68,-0.023339618,1755.9296,4590000.0,2614.0,286875.0,,71712.0,0.0001352608,0.1,1.5256071 +9938.0,8957.28,-0.025914885,1755.7252,4600000.0,2620.0,287500.0,,71872.0,0.0001350048,0.1,1.4322779 +9746.0,8970.78,-0.021450708,1756.1904,4610000.0,2625.0,288125.0,,72000.0,0.0001348,0.1,1.4955603 +9790.0,8983.8,-0.023701556,1756.654,4620000.0,2630.0,288750.0,,72160.0,0.000134544,0.1,1.4244964 +9693.0,8996.29,-0.023230858,1756.4492,4630000.0,2636.0,289375.0,,72320.0,0.000134288,0.1,1.4701278 +9577.0,9007.6,-0.017975809,1756.9103,4640000.0,2641.0,290000.0,,72480.0,0.000134032,0.1,1.4207311 +9625.0,9019.53,-0.026265722,1756.7057,4650000.0,2647.0,290625.0,,72640.0,0.000133776,0.1,1.4670564 +9539.0,9030.14,-0.023981493,1757.1644,4660000.0,2652.0,291250.0,,72800.0,0.00013352,0.1,1.6001507 +9423.0,9039.33,-0.026722439,1756.9601,4670000.0,2658.0,291875.0,,72960.0,0.000133264,0.1,1.544025 +9363.0,9047.54,-0.021305624,1756.7567,4680000.0,2664.0,292500.0,,73120.0,0.000133008,0.1,1.5434844 +9315.0,9055.83,-0.024763873,1756.5543,4690000.0,2670.0,293125.0,,73280.0,0.000132752,0.1,1.5137317 +9397.0,9066.41,-0.022632279,1756.3528,4700000.0,2676.0,293750.0,,73408.0,0.0001325472,0.1,1.3986616 +9401.0,9077.93,-0.023373572,1756.8071,4710000.0,2681.0,294375.0,,73568.0,0.0001322912,0.1,1.4498465 +9359.0,9090.35,-0.022594314,1756.6058,4720000.0,2687.0,295000.0,,73728.0,0.0001320352,0.1,1.4571534 +9405.0,9103.41,-0.021807296,1756.4055,4730000.0,2693.0,295625.0,,73888.0,0.0001317792,0.1,1.4549153 +9465.0,9118.97,-0.02279039,1756.8569,4740000.0,2698.0,296250.0,,74048.0,0.0001315232,0.1,1.4433022 +9501.0,9135.73,-0.021819135,1756.6569,4750000.0,2704.0,296875.0,,74208.0,0.0001312672,0.1,1.4352243 +9501.0,9150.53,-0.026287833,1756.4575,4760000.0,2710.0,297500.0,,74368.0,0.0001310112,0.1,1.4711931 +9489.0,9166.89,-0.023487229,1756.9061,4770000.0,2715.0,298125.0,,74528.0,0.0001307552,0.1,1.504579 +9675.0,9184.71,-0.025885426,1756.7072,4780000.0,2721.0,298750.0,,74656.0,0.0001305504,0.1,1.3884361 +9727.0,9201.53,-0.02631882,1757.1533,4790000.0,2726.0,299375.0,,74816.0,0.0001302944,0.1,1.5008066 +9703.0,9217.55,-0.024408441,1756.9546,4800000.0,2732.0,300000.0,,74976.0,0.0001300384,0.1,1.4574043 +9691.0,9233.77,-0.024616709,1757.3986,4810000.0,2737.0,300625.0,,75136.0,0.0001297824,0.1,1.3158362 +9881.0,9252.55,-0.026337834,1757.2002,4820000.0,2743.0,301250.0,,75296.0,0.0001295264,0.1,1.3558625 +9881.0,9269.57,-0.023636539,1757.0026,4830000.0,2749.0,301875.0,,75456.0,0.0001292704,0.1,1.3861895 +9953.0,9287.31,-0.025352675,1757.4437,4840000.0,2754.0,302500.0,,75616.0,0.0001290144,0.1,1.3606246 +9981.0,9303.91,-0.023180889,1756.6099,4850000.0,2761.0,303125.0,,75776.0,0.0001287584,0.1,1.4955013 +10099.0,9321.75,-0.027975261,1756.4149,4860000.0,2767.0,303750.0,,75936.0,0.0001285024,0.1,1.3460608 +10149.0,9339.03,-0.024987502,1756.2207,4870000.0,2773.0,304375.0,,76064.0,0.0001282976,0.1,1.4809252 +10239.0,9356.87,-0.026618678,1756.0273,4880000.0,2779.0,305000.0,,76224.0,0.0001280416,0.1,1.4607089 +10215.0,9372.87,-0.022328636,1755.8348,4890000.0,2785.0,305625.0,,76384.0,0.0001277856,0.1,1.4195955 +10233.0,9389.65,-0.023592882,1756.2725,4900000.0,2790.0,306250.0,,76544.0,0.0001275296,0.1,1.4076264 +10241.0,9405.89,-0.02611297,1756.0801,4910000.0,2796.0,306875.0,,76704.0,0.0001272736,0.1,1.3444028 +10318.0,9422.92,-0.017947715,1755.8887,4920000.0,2802.0,307500.0,,76864.0,0.0001270176,0.1,1.4559484 +10314.0,9441.15,-0.026782556,1755.698,4930000.0,2808.0,308125.0,,77024.0,0.0001267616,0.1,1.4173898 +10296.0,9459.18,-0.018024176,1755.5082,4940000.0,2814.0,308750.0,,77184.0,0.0001265056,0.1,1.4587939 +10232.0,9477.07,-0.023434613,1755.9418,4950000.0,2819.0,309375.0,,77312.0,0.0001263008,0.1,1.4150357 +10314.0,9493.37,-0.023643097,1755.7522,4960000.0,2825.0,310000.0,,77472.0,0.0001260448,0.1,1.4427917 +10190.0,9507.68,-0.021788882,1756.1837,4970000.0,2830.0,310625.0,,77632.0,0.0001257888,0.1,1.341975 +10280.0,9523.65,-0.02526652,1755.9944,4980000.0,2836.0,311250.0,,77792.0,0.0001255328,0.1,1.4055777 +10362.0,9539.36,-0.022717636,1756.4238,4990000.0,2841.0,311875.0,,77952.0,0.0001252768,0.1,1.36177 +10362.0,9554.41,-0.022686431,1756.2346,5000000.0,2847.0,312500.0,,78112.0,0.0001250208,0.1,1.3679597 +10482.0,9570.24,-0.02722967,1756.0463,5010000.0,2853.0,313125.0,,78272.0,0.0001247648,0.1,1.4679192 +10594.0,9587.37,-0.01984185,1755.8586,5020000.0,2859.0,313750.0,,78432.0,0.0001245088,0.1,1.4032044 +10628.0,9605.58,-0.02557572,1756.2849,5030000.0,2864.0,314375.0,,78592.0,0.0001242528,0.1,1.3750194 +10702.0,9626.45,-0.026077298,1756.7096,5040000.0,2869.0,315000.0,,78720.0,0.000124048,0.1,1.4398859 +10664.0,9648.28,-0.022253515,1756.5217,5050000.0,2875.0,315625.0,,78880.0,0.000123792,0.1,1.4278868 +10600.0,9669.59,-0.022520771,1756.3346,5060000.0,2881.0,316250.0,,79040.0,0.000123536,0.1,1.4105074 +10658.0,9690.8,-0.021562673,1756.1482,5070000.0,2887.0,316875.0,,79200.0,0.00012328,0.1,1.4584686 +10684.0,9712.65,-0.023509841,1755.9626,5080000.0,2893.0,317500.0,,79360.0,0.000123024,0.1,1.4779263 +10740.0,9734.62,-0.025920788,1755.7778,5090000.0,2899.0,318125.0,,79520.0,0.000122768,0.1,1.3626037 +10818.0,9759.13,-0.024295744,1756.1984,5100000.0,2904.0,318750.0,,79680.0,0.000122512,0.1,1.3384526 +10936.0,9783.78,-0.023124933,1756.0138,5110000.0,2910.0,319375.0,,79840.0,0.000122256,0.1,1.3630124 +10934.0,9808.77,-0.024532996,1755.83,5120000.0,2916.0,320000.0,,80000.0,0.000122,0.1,1.3990974 +11150.0,9835.92,-0.021915346,1756.2478,5130000.0,2921.0,320625.0,,80128.0,0.0001217952,0.1,1.3970457 +11290.0,9864.39,-0.021731261,1756.0642,5140000.0,2927.0,321250.0,,80288.0,0.0001215392,0.1,1.4287994 +11346.0,9893.9,-0.024658162,1755.8813,5150000.0,2933.0,321875.0,,80448.0,0.0001212832,0.1,1.4647803 +11424.0,9922.59,-0.019824719,1755.6992,5160000.0,2939.0,322500.0,,80608.0,0.0001210272,0.1,1.3808322 +11326.0,9950.36,-0.02451639,1756.1141,5170000.0,2944.0,323125.0,,80768.0,0.0001207712,0.1,1.4977014 +11314.0,9977.93,-0.023938611,1755.9323,5180000.0,2950.0,323750.0,,80928.0,0.0001205152,0.1,1.3821378 +11124.0,10002.4,-0.02532159,1755.751,5190000.0,2956.0,324375.0,,81088.0,0.0001202592,0.1,1.3434945 +11252.0,10027.01,-0.026684914,1756.1635,5200000.0,2961.0,325000.0,,81248.0,0.0001200032,0.1,1.4956799 +11246.0,10050.9,-0.02372261,1756.5745,5210000.0,2966.0,325625.0,,81376.0,0.0001197984,0.1,1.3851719 +11346.0,10075.79,-0.022187488,1756.393,5220000.0,2972.0,326250.0,,81536.0,0.0001195424,0.1,1.4218214 +11442.0,10102.41,-0.024160748,1756.2123,5230000.0,2978.0,326875.0,,81696.0,0.0001192864,0.1,1.2817868 +11292.0,10127.61,-0.025147906,1756.0322,5240000.0,2984.0,327500.0,,81856.0,0.0001190304,0.1,1.4324487 +11452.0,10152.99,-0.025446473,1755.8528,5250000.0,2990.0,328125.0,,82016.0,0.0001187744,0.1,1.4477109 +11594.0,10179.65,-0.023182157,1756.2604,5260000.0,2995.0,328750.0,,82176.0,0.0001185184,0.1,1.302434 +11596.0,10206.21,-0.02228546,1756.0813,5270000.0,3001.0,329375.0,,82336.0,0.0001182624,0.1,1.3098986 +11526.0,10232.63,-0.01980409,1755.903,5280000.0,3007.0,330000.0,,82496.0,0.0001180064,0.1,1.274305 +11556.0,10258.05,-0.021254335,1755.7252,5290000.0,3013.0,330625.0,,82656.0,0.0001177504,0.1,1.2775645 +11692.0,10283.41,-0.022579363,1756.1299,5300000.0,3018.0,331250.0,,82784.0,0.0001175456,0.1,1.250185 +11694.0,10309.27,-0.022841277,1755.9524,5310000.0,3024.0,331875.0,,82944.0,0.0001172896,0.1,1.1450238 +11760.0,10333.99,-0.019872915,1756.3552,5320000.0,3029.0,332500.0,,83104.0,0.0001170336,0.1,1.2708044 +11828.0,10356.29,-0.020889929,1756.178,5330000.0,3035.0,333125.0,,83264.0,0.0001167776,0.1,1.2714217 +11862.0,10378.67,-0.023326183,1756.0013,5340000.0,3041.0,333750.0,,83424.0,0.0001165216,0.1,1.2288404 +11964.0,10400.83,-0.019640192,1756.4019,5350000.0,3046.0,334375.0,,83584.0,0.0001162656,0.1,1.2337592 +11946.0,10421.47,-0.021774042,1756.2255,5360000.0,3052.0,335000.0,,83744.0,0.0001160096,0.1,1.2338958 +11976.0,10442.41,-0.022533523,1756.6241,5370000.0,3057.0,335625.0,,83904.0,0.0001157536,0.1,1.2737968 +11972.0,10462.75,-0.023907995,1756.4479,5380000.0,3063.0,336250.0,,84032.0,0.0001155488,0.1,1.190244 +12094.0,10483.41,-0.024670726,1756.2725,5390000.0,3069.0,336875.0,,84192.0,0.0001152928,0.1,1.2464187 +12164.0,10502.51,-0.020690523,1756.0975,5400000.0,3075.0,337500.0,,84352.0,0.0001150368,0.1,1.3181794 +12230.0,10521.37,-0.023022735,1756.4935,5410000.0,3080.0,338125.0,,84512.0,0.0001147808,0.1,1.153853 +12322.0,10542.79,-0.01947256,1756.3188,5420000.0,3086.0,338750.0,,84672.0,0.0001145248,0.1,1.2896239 +12322.0,10563.37,-0.023218552,1756.713,5430000.0,3091.0,339375.0,,84832.0,0.0001142688,0.1,1.28686 +12340.0,10583.79,-0.020670947,1756.5386,5440000.0,3097.0,340000.0,,84992.0,0.0001140128,0.1,1.22293 +12352.0,10603.53,-0.024893181,1756.3649,5450000.0,3103.0,340625.0,,85152.0,0.0001137568,0.1,1.337014 +12316.0,10623.51,-0.022868875,1756.1917,5460000.0,3109.0,341250.0,,85312.0,0.0001135008,0.1,1.3712771 +12314.0,10642.99,-0.02346802,1756.5831,5470000.0,3114.0,341875.0,,85440.0,0.000113296,0.1,1.385384 +12352.0,10662.95,-0.022656525,1756.4103,5480000.0,3120.0,342500.0,,85600.0,0.00011304,0.1,1.2893801 +12376.0,10683.09,-0.022707067,1756.8,5490000.0,3125.0,343125.0,,85760.0,0.000112784,0.1,1.2188764 +12466.0,10704.31,-0.022030892,1756.6273,5500000.0,3131.0,343750.0,,85920.0,0.000112528,0.1,1.3337748 +12424.0,10726.27,-0.023158101,1757.0153,5510000.0,3136.0,344375.0,,86080.0,0.000112272,0.1,1.3122833 +12568.0,10749.09,-0.021883015,1757.9618,5520000.0,3140.0,345000.0,,86240.0,0.000112016,0.1,1.3065337 +12752.0,10773.85,-0.024245959,1758.3466,5530000.0,3145.0,345625.0,,86400.0,0.00011176,0.1,1.3297662 +12846.0,10801.87,-0.022999918,1758.7301,5540000.0,3150.0,346250.0,,86560.0,0.000111504,0.1,1.2571743 +12912.0,10831.49,-0.023868855,1759.1125,5550000.0,3155.0,346875.0,,86688.0,0.0001112992,0.1,1.1954128 +12918.0,10861.21,-0.02194712,1759.4937,5560000.0,3160.0,347500.0,,86848.0,0.0001110432,0.1,1.1904973 +12928.0,10890.57,-0.021355184,1759.8737,5570000.0,3165.0,348125.0,,87008.0,0.0001107872,0.1,1.2120223 +12992.0,10921.41,-0.022385843,1760.2523,5580000.0,3170.0,348750.0,,87168.0,0.0001105312,0.1,1.3462758 +13094.0,10953.55,-0.023001695,1760.6299,5590000.0,3175.0,349375.0,,87328.0,0.0001102752,0.1,1.2963085 +13100.0,10985.17,-0.022120293,1761.0063,5600000.0,3180.0,350000.0,,87488.0,0.0001100192,0.1,1.2945154 +13030.0,11018.01,-0.01939871,1761.3815,5610000.0,3185.0,350625.0,,87648.0,0.0001097632,0.1,1.3446696 +12988.0,11049.99,-0.021160064,1761.7555,5620000.0,3190.0,351250.0,,87808.0,0.0001095072,0.1,1.2436407 +12944.0,11082.5,-0.022448054,1762.68,5630000.0,3194.0,351875.0,,87968.0,0.0001092512,0.1,1.300515 +13010.0,11116.83,-0.02374701,1763.0509,5640000.0,3199.0,352500.0,,88096.0,0.0001090464,0.1,1.3549283 +13136.0,11151.94,-0.022236288,1763.4208,5650000.0,3204.0,353125.0,,88256.0,0.0001087904,0.1,1.2538418 +13204.0,11188.59,-0.023699122,1764.3391,5660000.0,3208.0,353750.0,,88416.0,0.0001085344,0.1,1.3299463 +13204.0,11226.4,-0.0206635,1764.7059,5670000.0,3213.0,354375.0,,88576.0,0.0001082784,0.1,1.2817464 +13146.0,11264.23,-0.021612626,1765.0715,5680000.0,3218.0,355000.0,,88736.0,0.0001080224,0.1,1.3201746 +13168.0,11302.76,-0.021958767,1765.4359,5690000.0,3223.0,355625.0,,88896.0,0.0001077664,0.1,1.3122702 +13068.0,11339.47,-0.02312402,1766.3464,5700000.0,3227.0,356250.0,,89056.0,0.0001075104,0.1,1.3523648 +13110.0,11376.56,-0.023998037,1766.7079,5710000.0,3232.0,356875.0,,89216.0,0.0001072544,0.1,1.3536284 +13134.0,11414.31,-0.022610739,1767.0682,5720000.0,3237.0,357500.0,,89344.0,0.0001070496,0.1,1.307329 +13048.0,11450.74,-0.022917068,1767.4275,5730000.0,3242.0,358125.0,,89504.0,0.0001067936,0.1,1.2735035 +13086.0,11486.95,-0.024645675,1767.7856,5740000.0,3247.0,358750.0,,89664.0,0.0001065376,0.1,1.1706755 +13060.0,11522.54,-0.023790073,1768.1427,5750000.0,3252.0,359375.0,,89824.0,0.0001062816,0.1,1.2362076 +13074.0,11558.27,-0.02389926,1768.4987,5760000.0,3257.0,360000.0,,89984.0,0.0001060256,0.1,1.1727493 +13056.0,11593.94,-0.02333418,1769.3959,5770000.0,3261.0,360625.0,,90144.0,0.0001057696,0.1,1.3510787 +13072.0,11627.91,-0.025767572,1769.7489,5780000.0,3266.0,361250.0,,90304.0,0.0001055136,0.1,1.3441561 +13070.0,11661.34,-0.022402799,1770.1008,5790000.0,3271.0,361875.0,,90464.0,0.0001052576,0.1,1.3343651 +13122.0,11695.53,-0.025206605,1770.4518,5800000.0,3276.0,362500.0,,90624.0,0.0001050016,0.1,1.3267713 +13144.0,11730.06,-0.02123637,1771.3414,5810000.0,3280.0,363125.0,,90752.0,0.0001047968,0.1,1.179626 +13106.0,11762.31,-0.022864634,1771.1504,5820000.0,3286.0,363750.0,,90912.0,0.0001045408,0.1,1.3543651 +13154.0,11795.04,-0.017960794,1772.0365,5830000.0,3290.0,364375.0,,91072.0,0.0001042848,0.1,1.2977927 +13146.0,11826.97,-0.022231417,1772.3824,5840000.0,3295.0,365000.0,,91232.0,0.0001040288,0.1,1.2495797 +13124.0,11858.4,-0.021675661,1772.7273,5850000.0,3300.0,365625.0,,91392.0,0.0001037728,0.1,1.2045214 +13106.0,11888.47,-0.02059693,1773.071,5860000.0,3305.0,366250.0,,91552.0,0.0001035168,0.1,1.3108008 +12992.0,11916.9,-0.020623267,1773.414,5870000.0,3310.0,366875.0,,91712.0,0.0001032608,0.1,1.289351 +12966.0,11944.17,-0.022986716,1773.7556,5880000.0,3315.0,367500.0,,91872.0,0.0001030048,0.1,1.2573557 +12966.0,11971.68,-0.023840616,1774.6309,5890000.0,3319.0,368125.0,,92000.0,0.0001028,0.1,1.2905986 +13036.0,11999.71,-0.022911193,1774.97,5900000.0,3324.0,368750.0,,92160.0,0.000102544,0.1,1.2301117 +12874.0,12026.04,-0.022474231,1775.3079,5910000.0,3329.0,369375.0,,92320.0,0.000102288,0.1,1.2956092 +12838.0,12051.24,-0.023201345,1775.6449,5920000.0,3334.0,370000.0,,92480.0,0.000102032,0.1,1.3312762 +12836.0,12076.46,-0.022356397,1775.9808,5930000.0,3339.0,370625.0,,92640.0,0.000101776,0.1,1.3264515 +12874.0,12102.24,-0.025555626,1776.8472,5940000.0,3343.0,371250.0,,92800.0,0.00010152,0.1,1.4177787 +12798.0,12127.9,-0.018788498,1777.1804,5950000.0,3348.0,371875.0,,92960.0,0.000101264,0.1,1.2553804 +12838.0,12153.14,-0.01866316,1777.5127,5960000.0,3353.0,372500.0,,93120.0,0.000101008,0.1,1.2850884 +12858.0,12179.82,-0.019015692,1777.844,5970000.0,3358.0,373125.0,,93280.0,0.000100752,0.1,1.3649033 +12940.0,12206.42,-0.025070256,1778.7031,5980000.0,3362.0,373750.0,,93408.0,0.0001005472,0.1,1.3921199 +12878.0,12231.58,-0.025148466,1779.0317,5990000.0,3367.0,374375.0,,93568.0,0.0001002912,0.1,1.3453519 +12836.0,12256.32,-0.022348328,1779.3594,6000000.0,3372.0,375000.0,,93728.0,0.0001000352,0.1,1.3094373 +12760.0,12279.1,-0.026092775,1779.6862,6010000.0,3377.0,375625.0,,93888.0,9.97792e-05,0.1,1.318548 +12708.0,12300.24,-0.025813906,1780.0118,6020000.0,3382.0,376250.0,,94048.0,9.95232e-05,0.1,1.2310377 +12718.0,12321.14,-0.026015222,1780.3365,6030000.0,3387.0,376875.0,,94208.0,9.92672e-05,0.1,1.4124599 +12724.0,12341.36,-0.024818014,1780.6604,6040000.0,3392.0,377500.0,,94368.0,9.90112e-05,0.1,1.3358684 +12692.0,12361.64,-0.02650339,1781.5077,6050000.0,3396.0,378125.0,,94528.0,9.87552e-05,0.1,1.3831944 +12566.0,12381.3,-0.022314675,1781.8289,6060000.0,3401.0,378750.0,,94656.0,9.85504e-05,0.1,1.3071698 +12570.0,12400.42,-0.024654556,1782.1492,6070000.0,3406.0,379375.0,,94816.0,9.82944e-05,0.1,1.3392525 +12668.0,12420.26,-0.025871806,1782.9912,6080000.0,3410.0,380000.0,,94976.0,9.80384e-05,0.1,1.3658504 +12590.0,12438.76,-0.020159455,1783.309,6090000.0,3415.0,380625.0,,95136.0,9.77824e-05,0.1,1.4065576 +12640.0,12456.98,-0.022592785,1783.6257,6100000.0,3420.0,381250.0,,95296.0,9.75264e-05,0.1,1.2578576 +12556.0,12473.18,-0.02458371,1783.9417,6110000.0,3425.0,381875.0,,95456.0,9.72704e-05,0.1,1.2962215 +12594.0,12489.78,-0.019939616,1784.2566,6120000.0,3430.0,382500.0,,95616.0,9.70144e-05,0.1,1.2342081 +12546.0,12503.74,-0.023634668,1784.5706,6130000.0,3435.0,383125.0,,95776.0,9.67584e-05,0.1,1.2430884 +12518.0,12516.02,-0.025209678,1784.8837,6140000.0,3440.0,383750.0,,95936.0,9.65024e-05,0.1,1.3569331 +12498.0,12527.54,-0.023808725,1785.1959,6150000.0,3445.0,384375.0,,96064.0,9.62976e-05,0.1,1.2858568 +12484.0,12538.14,-0.022831421,1785.5072,6160000.0,3450.0,385000.0,,96224.0,9.60416e-05,0.1,1.2498244 +12460.0,12549.48,-0.023636179,1785.8176,6170000.0,3455.0,385625.0,,96384.0,9.57856e-05,0.1,1.2568371 +12446.0,12560.8,-0.020950325,1786.1272,6180000.0,3460.0,386250.0,,96544.0,9.55296e-05,0.1,1.2393496 +12486.0,12574.42,-0.022344846,1786.4358,6190000.0,3465.0,386875.0,,96704.0,9.52736e-05,0.1,1.2178595 +12486.0,12586.76,-0.022347277,1787.2585,6200000.0,3469.0,387500.0,,96864.0,9.50176e-05,0.1,1.2621772 +12562.0,12599.92,-0.024028126,1787.5648,6210000.0,3474.0,388125.0,,97024.0,9.47616e-05,0.1,1.2981317 +12684.0,12613.3,-0.024023537,1787.8701,6220000.0,3479.0,388750.0,,97184.0,9.45056e-05,0.1,1.3324867 +12692.0,12625.8,-0.023338128,1788.1746,6230000.0,3484.0,389375.0,,97312.0,9.43008e-05,0.1,1.2894182 +12746.0,12640.34,-0.021486448,1788.9908,6240000.0,3488.0,390000.0,,97472.0,9.40448e-05,0.1,1.2901258 +12736.0,12653.18,-0.023708891,1789.2928,6250000.0,3493.0,390625.0,,97632.0,9.37888e-05,0.1,1.3262234 +12692.0,12664.16,-0.020662695,1789.594,6260000.0,3498.0,391250.0,,97792.0,9.35328e-05,0.1,1.3133376 +12788.0,12676.08,-0.021259362,1789.8944,6270000.0,3503.0,391875.0,,97952.0,9.32768e-05,0.1,1.2252069 +12906.0,12689.88,-0.02470044,1790.1938,6280000.0,3508.0,392500.0,,98112.0,9.30208e-05,0.1,1.3631134 +12908.0,12703.4,-0.022022007,1790.4924,6290000.0,3513.0,393125.0,,98272.0,9.27648e-05,0.1,1.2996373 +12962.0,12716.1,-0.026247995,1790.7902,6300000.0,3518.0,393750.0,,98432.0,9.25088e-05,0.1,1.2470639 +12924.0,12728.4,-0.0222494,1791.0872,6310000.0,3523.0,394375.0,,98592.0,9.22528e-05,0.1,1.2953094 +12924.0,12740.04,-0.017428407,1791.8911,6320000.0,3527.0,395000.0,,98720.0,9.2048e-05,0.1,1.1684264 +12900.0,12750.76,-0.024801066,1792.1858,6330000.0,3532.0,395625.0,,98880.0,9.1792e-05,0.1,1.3294357 +12868.0,12760.82,-0.01983836,1792.4795,6340000.0,3537.0,396250.0,,99040.0,9.1536e-05,0.1,1.284622 +12850.0,12769.68,-0.023560984,1792.7725,6350000.0,3542.0,396875.0,,99200.0,9.128e-05,0.1,1.343504 +13022.0,12780.44,-0.025786486,1793.0646,6360000.0,3547.0,397500.0,,99360.0,9.1024e-05,0.1,1.4221171 +13072.0,12791.4,-0.0206945,1793.3558,6370000.0,3552.0,398125.0,,99520.0,9.0768e-05,0.1,1.2635945 +13038.0,12802.06,-0.020020911,1793.6464,6380000.0,3557.0,398750.0,,99680.0,9.0512e-05,0.1,1.3923837 +13038.0,12811.5,-0.023523746,1794.4398,6390000.0,3561.0,399375.0,,99840.0,9.0256e-05,0.1,1.308703 +13066.0,12820.52,-0.025862725,1794.728,6400000.0,3566.0,400000.0,,100000.0,9e-05,0.1,1.2027361 +12966.0,12827.88,-0.02454956,1795.0154,6410000.0,3571.0,400625.0,,100128.0,8.97952e-05,0.1,1.2582836 +13060.0,12835.26,-0.022119269,1795.302,6420000.0,3576.0,401250.0,,100288.0,8.95392e-05,0.1,1.2695053 +13034.0,12842.38,-0.021964647,1795.5878,6430000.0,3581.0,401875.0,,100448.0,8.92832e-05,0.1,1.2481202 +12956.0,12848.54,-0.021595733,1796.3738,6440000.0,3585.0,402500.0,,100608.0,8.90272e-05,0.1,1.2757663 +12974.0,12854.76,-0.01906726,1796.6573,6450000.0,3590.0,403125.0,,100768.0,8.87712e-05,0.1,1.2719269 +12892.0,12860.52,-0.018657282,1796.9402,6460000.0,3595.0,403750.0,,100928.0,8.85152e-05,0.1,1.3284634 +12840.0,12865.78,-0.017726416,1797.2222,6470000.0,3600.0,404375.0,,101088.0,8.82592e-05,0.1,1.342553 +12894.0,12871.2,-0.022202026,1797.5034,6480000.0,3605.0,405000.0,,101248.0,8.80032e-05,0.1,1.3895874 +12884.0,12876.28,-0.023328332,1797.7839,6490000.0,3610.0,405625.0,,101376.0,8.77984e-05,0.1,1.3141115 +12918.0,12880.8,-0.022159819,1798.5612,6500000.0,3614.0,406250.0,,101536.0,8.75424e-05,0.1,1.2274747 +12984.0,12886.4,-0.021425208,1798.8395,6510000.0,3619.0,406875.0,,101696.0,8.72864e-05,0.1,1.3379996 +13016.0,12890.88,-0.024061842,1799.117,6520000.0,3624.0,407500.0,,101856.0,8.70304e-05,0.1,1.229829 +12938.0,12892.74,-0.023350604,1799.3938,6530000.0,3629.0,408125.0,,102016.0,8.67744e-05,0.1,1.2997682 +12930.0,12893.58,-0.014879769,1799.6698,6540000.0,3634.0,408750.0,,102176.0,8.65184e-05,0.1,1.2098061 +12936.0,12893.82,-0.023804199,1799.9451,6550000.0,3639.0,409375.0,,102336.0,8.62624e-05,0.1,1.2540873 +12918.0,12893.82,-0.02378181,1800.2195,6560000.0,3644.0,410000.0,,102496.0,8.60064e-05,0.1,1.382809 +12912.0,12893.66,-0.022662448,1800.4933,6570000.0,3649.0,410625.0,,102656.0,8.57504e-05,0.1,1.2652166 +12888.0,12892.62,-0.022842303,1801.2593,6580000.0,3653.0,411250.0,,102784.0,8.55456e-05,0.1,1.2235229 +12730.0,12888.98,-0.023369992,1801.5309,6590000.0,3658.0,411875.0,,102944.0,8.52896e-05,0.1,1.3396314 +12776.0,12885.74,-0.020887464,1802.2938,6600000.0,3662.0,412500.0,,103104.0,8.50336e-05,0.1,1.2185464 +12746.0,12882.9,-0.020542223,1802.5634,6610000.0,3667.0,413125.0,,103264.0,8.47776e-05,0.1,1.2800268 +12778.0,12880.8,-0.021739252,1802.8323,6620000.0,3672.0,413750.0,,103424.0,8.45216e-05,0.1,1.2299812 +12774.0,12879.1,-0.0234106,1803.1003,6630000.0,3677.0,414375.0,,103584.0,8.42656e-05,0.1,1.272452 +12808.0,12877.08,-0.023021523,1803.3677,6640000.0,3682.0,415000.0,,103744.0,8.40096e-05,0.1,1.2836399 +12844.0,12874.16,-0.025344918,1803.6344,6650000.0,3687.0,415625.0,,103904.0,8.37536e-05,0.1,1.3839724 +12844.0,12870.56,-0.023685496,1804.389,6660000.0,3691.0,416250.0,,104032.0,8.35488e-05,0.1,1.3175514 +12840.0,12866.92,-0.022797693,1804.6537,6670000.0,3696.0,416875.0,,104192.0,8.32928e-05,0.1,1.1787742 +12898.0,12864.44,-0.023573237,1804.9176,6680000.0,3701.0,417500.0,,104352.0,8.30368e-05,0.1,1.2676985 +12864.0,12861.4,-0.022182439,1805.1808,6690000.0,3706.0,418125.0,,104512.0,8.27808e-05,0.1,1.2826881 +12924.0,12859.96,-0.023663556,1805.9299,6700000.0,3710.0,418750.0,,104672.0,8.25248e-05,0.1,1.3122824 +12870.0,12857.56,-0.017449992,1806.1912,6710000.0,3715.0,419375.0,,104832.0,8.22688e-05,0.1,1.4229252 +12794.0,12854.16,-0.02569453,1806.4517,6720000.0,3720.0,420000.0,,104992.0,8.20128e-05,0.1,1.4119236 +12784.0,12851.52,-0.024218071,1806.7114,6730000.0,3725.0,420625.0,,105152.0,8.17568e-05,0.1,1.4685807 +12680.0,12847.46,-0.019206395,1807.4551,6740000.0,3729.0,421250.0,,105312.0,8.15008e-05,0.1,1.3449544 +12610.0,12842.96,-0.024367213,1807.7129,6750000.0,3734.0,421875.0,,105440.0,8.1296e-05,0.1,1.3726306 +12684.0,12839.06,-0.019896742,1807.9701,6760000.0,3739.0,422500.0,,105600.0,8.104e-05,0.1,1.3198729 +12718.0,12835.68,-0.02403202,1808.7096,6770000.0,3743.0,423125.0,,105760.0,8.0784e-05,0.1,1.4742415 +12688.0,12831.84,-0.024438806,1808.9647,6780000.0,3748.0,423750.0,,105920.0,8.0528e-05,0.1,1.3626833 +12680.0,12827.94,-0.023100827,1809.2192,6790000.0,3753.0,424375.0,,106080.0,8.0272e-05,0.1,1.457764 +12734.0,12824.06,-0.023943577,1809.4731,6800000.0,3758.0,425000.0,,106240.0,8.0016e-05,0.1,1.3243542 +12798.0,12820.6,-0.02436955,1809.7263,6810000.0,3763.0,425625.0,,106400.0,7.976e-05,0.1,1.3600984 +12872.0,12818.26,-0.024415284,1810.4592,6820000.0,3767.0,426250.0,,106560.0,7.9504e-05,0.1,1.372032 +12838.0,12815.1,-0.022728756,1810.7104,6830000.0,3772.0,426875.0,,106688.0,7.92992e-05,0.1,1.3589337 +12836.0,12812.0,-0.023919586,1810.961,6840000.0,3777.0,427500.0,,106848.0,7.90432e-05,0.1,1.403672 +12786.0,12808.62,-0.022027383,1810.7322,6850000.0,3783.0,428125.0,,107008.0,7.87872e-05,0.1,1.3609005 +12790.0,12805.46,-0.021099826,1810.982,6860000.0,3788.0,428750.0,,107168.0,7.85312e-05,0.1,1.3008755 +12792.0,12803.46,-0.02297085,1811.2312,6870000.0,3793.0,429375.0,,107328.0,7.82752e-05,0.1,1.3272117 +12844.0,12802.24,-0.022982145,1811.4797,6880000.0,3798.0,430000.0,,107488.0,7.80192e-05,0.1,1.2972938 +12800.0,12800.58,-0.02138672,1811.7275,6890000.0,3803.0,430625.0,,107648.0,7.77632e-05,0.1,1.3274887 +12702.0,12797.24,-0.021947093,1811.9747,6900000.0,3808.0,431250.0,,107808.0,7.75072e-05,0.1,1.2892977 +12622.0,12794.72,-0.02178861,1811.7462,6910000.0,3814.0,431875.0,,107968.0,7.72512e-05,0.1,1.337862 +12622.0,12792.56,-0.022672065,1812.4673,6920000.0,3818.0,432500.0,,108096.0,7.70464e-05,0.1,1.2800901 +12696.0,12791.16,-0.023178866,1812.7125,6930000.0,3823.0,433125.0,,108256.0,7.67904e-05,0.1,1.3266052 +12706.0,12789.48,-0.0235699,1813.4309,6940000.0,3827.0,433750.0,,108416.0,7.65344e-05,0.1,1.3886609 +12712.0,12788.62,-0.024986014,1813.6743,6950000.0,3832.0,434375.0,,108576.0,7.62784e-05,0.1,1.4037848 +12662.0,12786.86,-0.023547044,1813.9171,6960000.0,3837.0,435000.0,,108736.0,7.60224e-05,0.1,1.353687 +12682.0,12785.1,-0.023770722,1814.1593,6970000.0,3842.0,435625.0,,108896.0,7.57664e-05,0.1,1.3103765 +12440.0,12780.1,-0.02267166,1814.8726,6980000.0,3846.0,436250.0,,109056.0,7.55104e-05,0.1,1.2842219 +12288.0,12774.2,-0.017526506,1815.1129,6990000.0,3851.0,436875.0,,109216.0,7.52544e-05,0.1,1.2412682 +12308.0,12768.92,-0.023690837,1815.3527,7000000.0,3856.0,437500.0,,109344.0,7.50496e-05,0.1,1.2533817 +12254.0,12763.86,-0.022860505,1816.0621,7010000.0,3860.0,438125.0,,109504.0,7.47936e-05,0.1,1.2324464 +12252.0,12759.3,-0.021677628,1816.3002,7020000.0,3865.0,438750.0,,109664.0,7.45376e-05,0.1,1.2775466 +12212.0,12754.24,-0.020013822,1816.5375,7030000.0,3870.0,439375.0,,109824.0,7.42816e-05,0.1,1.2887876 +12218.0,12749.18,-0.021547198,1816.7742,7040000.0,3875.0,440000.0,,109984.0,7.40256e-05,0.1,1.2198339 +12068.0,12742.94,-0.018611928,1817.0103,7050000.0,3880.0,440625.0,,110144.0,7.37696e-05,0.1,1.283933 +12082.0,12738.1,-0.021943148,1817.2458,7060000.0,3885.0,441250.0,,110304.0,7.35136e-05,0.1,1.1714132 +12022.0,12732.62,-0.022282444,1817.4807,7070000.0,3890.0,441875.0,,110464.0,7.32576e-05,0.1,1.2513555 +12154.0,12727.48,-0.020171674,1817.715,7080000.0,3895.0,442500.0,,110624.0,7.30016e-05,0.1,1.3271074 +12158.0,12723.16,-0.020578397,1818.415,7090000.0,3899.0,443125.0,,110752.0,7.27968e-05,0.1,1.2125741 +12144.0,12718.2,-0.021662911,1818.6476,7100000.0,3904.0,443750.0,,110912.0,7.25408e-05,0.1,1.1533616 +12068.0,12713.32,-0.02184056,1818.8795,7110000.0,3909.0,444375.0,,111072.0,7.22848e-05,0.1,1.2136223 +12154.0,12708.92,-0.022437803,1819.1108,7120000.0,3914.0,445000.0,,111232.0,7.20288e-05,0.1,1.2352204 +12170.0,12705.16,-0.023339752,1819.3417,7130000.0,3919.0,445625.0,,111392.0,7.17728e-05,0.1,1.261133 +12192.0,12701.9,-0.023554228,1819.5719,7140000.0,3924.0,446250.0,,111552.0,7.15168e-05,0.1,1.2667369 +12094.0,12697.86,-0.022002392,1819.8015,7150000.0,3929.0,446875.0,,111712.0,7.12608e-05,0.1,1.2171136 +12136.0,12694.38,-0.022479663,1820.0305,7160000.0,3934.0,447500.0,,111872.0,7.10048e-05,0.1,1.3331397 +12182.0,12691.6,-0.02099689,1820.7212,7170000.0,3938.0,448125.0,,112000.0,7.08e-05,0.1,1.3482814 +12162.0,12688.76,-0.022741072,1820.9485,7180000.0,3943.0,448750.0,,112160.0,7.0544e-05,0.1,1.3224579 +12196.0,12685.86,-0.018507645,1821.1753,7190000.0,3948.0,449375.0,,112320.0,7.0288e-05,0.1,1.3324623 +12126.0,12682.26,-0.024156485,1821.4015,7200000.0,3953.0,450000.0,,112480.0,7.0032e-05,0.1,1.3865262 +11938.0,12676.02,-0.024648648,1822.0874,7210000.0,3957.0,450625.0,,112640.0,6.9776e-05,0.1,1.3961276 +11920.0,12668.38,-0.02120302,1822.312,7220000.0,3962.0,451250.0,,112800.0,6.952e-05,0.1,1.2205398 +11808.0,12659.54,-0.02071995,1822.5359,7230000.0,3967.0,451875.0,,112960.0,6.9264e-05,0.1,1.2583742 +11896.0,12651.04,-0.021876445,1822.7593,7240000.0,3972.0,452500.0,,113120.0,6.9008e-05,0.1,1.206135 +11978.0,12643.46,-0.020754224,1822.9822,7250000.0,3977.0,453125.0,,113280.0,6.8752e-05,0.1,1.3283325 +11910.0,12635.64,-0.021346666,1823.2045,7260000.0,3982.0,453750.0,,113408.0,6.85472e-05,0.1,1.1182843 +12022.0,12627.98,-0.021914141,1823.4261,7270000.0,3987.0,454375.0,,113568.0,6.82912e-05,0.1,1.2404193 +12004.0,12618.96,-0.020839907,1824.1042,7280000.0,3991.0,455000.0,,113728.0,6.80352e-05,0.1,1.2369378 +12018.0,12610.06,-0.022802282,1824.3243,7290000.0,3996.0,455625.0,,113888.0,6.77792e-05,0.1,1.1627014 +12046.0,12600.9,-0.020033587,1824.5438,7300000.0,4001.0,456250.0,,114048.0,6.75232e-05,0.1,1.1194782 +12030.0,12591.96,-0.02042439,1824.7628,7310000.0,4006.0,456875.0,,114208.0,6.72672e-05,0.1,1.2264526 +12180.0,12584.52,-0.020611485,1825.4364,7320000.0,4010.0,457500.0,,114368.0,6.70112e-05,0.1,1.1929328 +12340.0,12578.92,-0.019984363,1825.6538,7330000.0,4015.0,458125.0,,114528.0,6.67552e-05,0.1,1.1513451 +12308.0,12573.32,-0.021497345,1825.8706,7340000.0,4020.0,458750.0,,114656.0,6.65504e-05,0.1,1.2868037 +12386.0,12568.68,-0.021592122,1826.0869,7350000.0,4025.0,459375.0,,114816.0,6.62944e-05,0.1,1.2753623 +12314.0,12561.6,-0.023980454,1826.756,7360000.0,4029.0,460000.0,,114976.0,6.60384e-05,0.1,1.3298922 +12356.0,12554.44,-0.02283055,1826.9707,7370000.0,4034.0,460625.0,,115136.0,6.57824e-05,0.1,1.2481903 +12460.0,12548.66,-0.017643727,1827.1849,7380000.0,4039.0,461250.0,,115296.0,6.55264e-05,0.1,1.2150686 +12606.0,12544.34,-0.02070486,1827.8506,7390000.0,4043.0,461875.0,,115456.0,6.52704e-05,0.1,1.18847 +12680.0,12540.48,-0.022792263,1828.0632,7400000.0,4048.0,462500.0,,115616.0,6.50144e-05,0.1,1.4346585 +12592.0,12536.74,-0.023083892,1827.8243,7410000.0,4054.0,463125.0,,115776.0,6.47584e-05,0.1,1.2920313 +12678.0,12532.92,-0.022994086,1828.0365,7420000.0,4059.0,463750.0,,115936.0,6.45024e-05,0.1,1.3196123 +12696.0,12529.54,-0.023375414,1828.698,7430000.0,4063.0,464375.0,,116064.0,6.42976e-05,0.1,1.1700788 +12714.0,12527.12,-0.020872029,1828.9086,7440000.0,4068.0,465000.0,,116224.0,6.40416e-05,0.1,1.241037 +12848.0,12525.86,-0.019315999,1829.1185,7450000.0,4073.0,465625.0,,116384.0,6.37856e-05,0.1,1.2786403 +12848.0,12525.42,-0.02324363,1829.3281,7460000.0,4078.0,466250.0,,116544.0,6.35296e-05,0.1,1.3353727 +12826.0,12525.28,-0.021080218,1829.5371,7470000.0,4083.0,466875.0,,116704.0,6.32736e-05,0.1,1.3674995 +12844.0,12524.78,-0.02334633,1830.1932,7480000.0,4087.0,467500.0,,116864.0,6.30176e-05,0.1,1.3359823 +12844.0,12524.38,-0.02227199,1830.4008,7490000.0,4092.0,468125.0,,117024.0,6.27616e-05,0.1,1.2473781 +12844.0,12523.64,-0.020951279,1830.6078,7500000.0,4097.0,468750.0,,117184.0,6.25056e-05,0.1,1.2698444 +12998.0,12523.78,-0.02350566,1831.2606,7510000.0,4101.0,469375.0,,117312.0,6.23008e-05,0.1,1.3294404 +12998.0,12523.6,-0.018535111,1831.4662,7520000.0,4106.0,470000.0,,117472.0,6.20448e-05,0.1,1.2596862 +12998.0,12524.2,-0.021814717,1831.6711,7530000.0,4111.0,470625.0,,117632.0,6.17888e-05,0.1,1.2244749 +13070.0,12525.6,-0.021328755,1831.4307,7540000.0,4117.0,471250.0,,117792.0,6.15328e-05,0.1,1.342556 +13084.0,12527.08,-0.020601574,1831.6351,7550000.0,4122.0,471875.0,,117952.0,6.12768e-05,0.1,1.2900102 +13066.0,12528.56,-0.022319248,1831.8391,7560000.0,4127.0,472500.0,,118112.0,6.10208e-05,0.1,1.3027372 +13150.0,12530.94,-0.02031998,1832.0426,7570000.0,4132.0,473125.0,,118272.0,6.07648e-05,0.1,1.2437139 +13388.0,12535.94,-0.023130186,1832.6886,7580000.0,4136.0,473750.0,,118432.0,6.05088e-05,0.1,1.2108356 +13388.0,12542.52,-0.01905376,1832.8906,7590000.0,4141.0,474375.0,,118592.0,6.02528e-05,0.1,1.2492149 +13504.0,12549.8,-0.022530386,1833.5344,7600000.0,4145.0,475000.0,,118720.0,6.0048e-05,0.1,1.298457 +13526.0,12557.6,-0.021608174,1833.735,7610000.0,4150.0,475625.0,,118880.0,5.9792e-05,0.1,1.2119411 +13540.0,12565.22,-0.020391917,1833.935,7620000.0,4155.0,476250.0,,119040.0,5.9536e-05,0.1,1.3384988 +13560.0,12573.08,-0.020700872,1834.5756,7630000.0,4159.0,476875.0,,119200.0,5.928e-05,0.1,1.1944264 +13610.0,12581.1,-0.022679403,1834.7743,7640000.0,4164.0,477500.0,,119360.0,5.9024e-05,0.1,1.2213539 +13572.0,12588.38,-0.021621274,1834.9724,7650000.0,4169.0,478125.0,,119520.0,5.8768e-05,0.1,1.3769057 +13548.0,12595.42,-0.022371748,1835.17,7660000.0,4174.0,478750.0,,119680.0,5.8512e-05,0.1,1.3121775 +13574.0,12602.76,-0.021603022,1835.3673,7670000.0,4179.0,479375.0,,119840.0,5.8256e-05,0.1,1.1779355 +13626.0,12610.04,-0.021446869,1835.5641,7680000.0,4184.0,480000.0,,120000.0,5.8e-05,0.1,1.1739273 +13626.0,12617.66,-0.01990888,1836.1986,7690000.0,4188.0,480625.0,,120128.0,5.77952e-05,0.1,1.1749154 +13658.0,12625.0,-0.02056889,1836.394,7700000.0,4193.0,481250.0,,120288.0,5.75392e-05,0.1,1.1859345 +13648.0,12632.78,-0.02156798,1836.1515,7710000.0,4199.0,481875.0,,120448.0,5.72832e-05,0.1,1.2254224 +13706.0,12641.9,-0.02076176,1836.3463,7720000.0,4204.0,482500.0,,120608.0,5.70272e-05,0.1,1.2248278 +13684.0,12650.9,-0.02062632,1836.5408,7730000.0,4209.0,483125.0,,120768.0,5.67712e-05,0.1,1.2653913 +13680.0,12660.9,-0.019381763,1836.7347,7740000.0,4214.0,483750.0,,120928.0,5.65152e-05,0.1,1.2635673 +13678.0,12671.58,-0.018471261,1836.9282,7750000.0,4219.0,484375.0,,121088.0,5.62592e-05,0.1,1.2545526 +13664.0,12681.38,-0.017373303,1837.1212,7760000.0,4224.0,485000.0,,121248.0,5.60032e-05,0.1,1.1800258 +13642.0,12690.62,-0.020476477,1837.7483,7770000.0,4228.0,485625.0,,121376.0,5.57984e-05,0.1,1.161204 +13656.0,12700.3,-0.015875932,1837.94,7780000.0,4233.0,486250.0,,121536.0,5.55424e-05,0.1,1.2732306 +13644.0,12709.94,-0.019434575,1838.5651,7790000.0,4237.0,486875.0,,121696.0,5.52864e-05,0.1,1.2057257 +13652.0,12719.12,-0.019843629,1838.7552,7800000.0,4242.0,487500.0,,121856.0,5.50304e-05,0.1,1.1899238 +13636.0,12727.5,-0.022175733,1838.5122,7810000.0,4248.0,488125.0,,122016.0,5.47744e-05,0.1,1.3328869 +13650.0,12735.28,-0.022611734,1838.7021,7820000.0,4253.0,488750.0,,122176.0,5.45184e-05,0.1,1.2500695 +13644.0,12743.34,-0.020759327,1838.8915,7830000.0,4258.0,489375.0,,122336.0,5.42624e-05,0.1,1.1530414 +13650.0,12751.48,-0.017644614,1839.0804,7840000.0,4263.0,490000.0,,122496.0,5.40064e-05,0.1,1.2119691 +13652.0,12760.14,-0.02072865,1839.2689,7850000.0,4268.0,490625.0,,122656.0,5.37504e-05,0.1,1.2243629 +13570.0,12767.94,-0.022423698,1839.8877,7860000.0,4272.0,491250.0,,122784.0,5.35456e-05,0.1,1.2199435 +13570.0,12775.72,-0.021020683,1840.0748,7870000.0,4277.0,491875.0,,122944.0,5.32896e-05,0.1,1.109201 +13534.0,12782.62,-0.021937545,1840.2616,7880000.0,4282.0,492500.0,,123104.0,5.30336e-05,0.1,1.2503917 +13510.0,12789.72,-0.020949226,1840.4479,7890000.0,4287.0,493125.0,,123264.0,5.27776e-05,0.1,1.2048516 +13474.0,12797.44,-0.023416404,1840.6338,7900000.0,4292.0,493750.0,,123424.0,5.25216e-05,0.1,1.2276354 +13504.0,12806.26,-0.019915944,1840.8192,7910000.0,4297.0,494375.0,,123584.0,5.22656e-05,0.1,1.194301 +13504.0,12815.08,-0.021961818,1841.0042,7920000.0,4302.0,495000.0,,123744.0,5.20096e-05,0.1,1.2189183 +13458.0,12822.7,-0.020453725,1840.7614,7930000.0,4308.0,495625.0,,123904.0,5.17536e-05,0.1,1.2243643 +13438.0,12830.02,-0.015860748,1841.3729,7940000.0,4312.0,496250.0,,124032.0,5.15488e-05,0.1,1.2683845 +13394.0,12836.84,-0.021481127,1841.5566,7950000.0,4317.0,496875.0,,124192.0,5.12928e-05,0.1,1.2357429 +13330.0,12843.52,-0.018553494,1841.74,7960000.0,4322.0,497500.0,,124352.0,5.10368e-05,0.1,1.3697668 +13354.0,12850.24,-0.02134992,1841.9229,7970000.0,4327.0,498125.0,,124512.0,5.07808e-05,0.1,1.2095838 +13350.0,12859.34,-0.02014733,1842.1052,7980000.0,4332.0,498750.0,,124672.0,5.05248e-05,0.1,1.2306311 +13416.0,12870.62,-0.020027582,1842.2874,7990000.0,4337.0,499375.0,,124832.0,5.02688e-05,0.1,1.1581652 +13382.0,12881.36,-0.01921131,1842.4689,8000000.0,4342.0,500000.0,,124992.0,5.00128e-05,0.1,1.1509479 +13374.0,12892.56,-0.021455325,1842.6501,8010000.0,4347.0,500625.0,,125152.0,4.97568e-05,0.1,1.2223718 +13402.0,12904.06,-0.020744355,1843.2544,8020000.0,4351.0,501250.0,,125312.0,4.95008e-05,0.1,1.235684 +13452.0,12916.46,-0.020406282,1843.4343,8030000.0,4356.0,501875.0,,125440.0,4.9296e-05,0.1,1.0600097 +13448.0,12928.76,-0.020167395,1843.6139,8040000.0,4361.0,502500.0,,125600.0,4.904e-05,0.1,1.1792395 +13472.0,12942.8,-0.02036874,1843.793,8050000.0,4366.0,503125.0,,125760.0,4.8784e-05,0.1,1.1692057 +13472.0,12956.7,-0.022553373,1843.9717,8060000.0,4371.0,503750.0,,125920.0,4.8528e-05,0.1,1.2541416 +13494.0,12971.42,-0.019697307,1844.1499,8070000.0,4376.0,504375.0,,126080.0,4.8272e-05,0.1,1.1504518 +13482.0,12984.7,-0.0201995,1844.3278,8080000.0,4381.0,505000.0,,126240.0,4.8016e-05,0.1,1.232077 +13480.0,12997.92,-0.019926824,1844.9259,8090000.0,4385.0,505625.0,,126400.0,4.776e-05,0.1,1.1200604 +13576.0,13012.24,-0.020834237,1845.1025,8100000.0,4390.0,506250.0,,126560.0,4.7504e-05,0.1,1.2042305 +13578.0,13027.34,-0.020782907,1845.2787,8110000.0,4395.0,506875.0,,126688.0,4.72992e-05,0.1,1.3407594 +13584.0,13041.64,-0.019931514,1845.4546,8120000.0,4400.0,507500.0,,126848.0,4.70432e-05,0.1,1.2158213 +13654.0,13056.48,-0.020552924,1845.63,8130000.0,4405.0,508125.0,,127008.0,4.67872e-05,0.1,1.2570301 +13732.0,13071.88,-0.019344471,1845.8049,8140000.0,4410.0,508750.0,,127168.0,4.65312e-05,0.1,1.1525314 +13698.0,13087.92,-0.019391235,1845.9796,8150000.0,4415.0,509375.0,,127328.0,4.62752e-05,0.1,1.133706 +13712.0,13103.68,-0.018514698,1846.1538,8160000.0,4420.0,510000.0,,127488.0,4.60192e-05,0.1,1.18553 +13712.0,13118.98,-0.018634714,1846.3276,8170000.0,4425.0,510625.0,,127648.0,4.57632e-05,0.1,1.1635334 +13712.0,13134.48,-0.01848007,1846.5011,8180000.0,4430.0,511250.0,,127808.0,4.55072e-05,0.1,1.2063674 +13764.0,13150.16,-0.019743586,1846.6742,8190000.0,4435.0,511875.0,,127968.0,4.52512e-05,0.1,1.144413 +13818.0,13167.08,-0.019484675,1847.263,8200000.0,4439.0,512500.0,,128096.0,4.50464e-05,0.1,1.151528 +13886.0,13186.56,-0.018498247,1847.0192,8210000.0,4445.0,513125.0,,128256.0,4.47904e-05,0.1,1.1547036 +13884.0,13206.2,-0.02062331,1847.191,8220000.0,4450.0,513750.0,,128416.0,4.45344e-05,0.1,1.2615297 +13908.0,13227.2,-0.019537427,1847.3625,8230000.0,4455.0,514375.0,,128576.0,4.42784e-05,0.1,1.1956518 +13918.0,13247.42,-0.0181052,1847.948,8240000.0,4459.0,515000.0,,128736.0,4.40224e-05,0.1,1.1828599 +13822.0,13265.86,-0.020831788,1847.7043,8250000.0,4465.0,515625.0,,128896.0,4.37664e-05,0.1,1.2146649 +13846.0,13285.22,-0.020879285,1848.2882,8260000.0,4469.0,516250.0,,129056.0,4.35104e-05,0.1,1.2114587 +13846.0,13303.46,-0.020431684,1848.4578,8270000.0,4474.0,516875.0,,129216.0,4.32544e-05,0.1,1.3238657 +13818.0,13321.6,-0.020238928,1849.0398,8280000.0,4478.0,517500.0,,129344.0,4.30496e-05,0.1,1.232546 +13818.0,13339.6,-0.020019144,1849.2081,8290000.0,4483.0,518125.0,,129504.0,4.27936e-05,0.1,1.2149761 +13812.0,13357.26,-0.020336775,1849.3761,8300000.0,4488.0,518750.0,,129664.0,4.25376e-05,0.1,1.1482177 +13852.0,13375.48,-0.019504704,1849.5437,8310000.0,4493.0,519375.0,,129824.0,4.22816e-05,0.1,1.0921082 +13874.0,13392.42,-0.021197947,1849.7109,8320000.0,4498.0,520000.0,,129984.0,4.20256e-05,0.1,1.2831599 +13910.0,13408.12,-0.01942258,1849.8778,8330000.0,4503.0,520625.0,,130144.0,4.17696e-05,0.1,1.1225553 +14010.0,13425.14,-0.019985974,1850.0443,8340000.0,4508.0,521250.0,,130304.0,4.15136e-05,0.1,1.1829677 +14010.0,13441.38,-0.0189102,1850.2104,8350000.0,4513.0,521875.0,,130464.0,4.12576e-05,0.1,1.1691558 +14006.0,13458.3,-0.01890052,1850.3762,8360000.0,4518.0,522500.0,,130624.0,4.10016e-05,0.1,1.1324539 +13962.0,13474.36,-0.019913964,1850.5416,8370000.0,4523.0,523125.0,,130752.0,4.07968e-05,0.1,1.2807934 +13972.0,13489.48,-0.019842766,1850.7067,8380000.0,4528.0,523750.0,,130912.0,4.05408e-05,0.1,1.1088626 +13974.0,13503.16,-0.017617615,1851.2798,8390000.0,4532.0,524375.0,,131072.0,4.02848e-05,0.1,1.0559388 +13990.0,13516.26,-0.018982103,1851.4437,8400000.0,4537.0,525000.0,,131232.0,4.00288e-05,0.1,1.1413593 +13992.0,13530.26,-0.01886966,1851.6072,8410000.0,4542.0,525625.0,,131392.0,3.97728e-05,0.1,1.1934073 +13990.0,13543.38,-0.019058956,1851.7704,8420000.0,4547.0,526250.0,,131552.0,3.95168e-05,0.1,1.2248195 +13996.0,13556.38,-0.018503418,1851.9332,8430000.0,4552.0,526875.0,,131712.0,3.92608e-05,0.1,1.1473075 +14000.0,13569.24,-0.020365408,1852.0957,8440000.0,4557.0,527500.0,,131872.0,3.90048e-05,0.1,1.2031158 +14036.0,13581.12,-0.015974725,1852.664,8450000.0,4561.0,528125.0,,132000.0,3.88e-05,0.1,1.1758175 +14012.0,13592.76,-0.019572914,1853.2311,8460000.0,4565.0,528750.0,,132160.0,3.8544e-05,0.1,1.2155653 +14008.0,13604.58,-0.019055953,1853.3917,8470000.0,4570.0,529375.0,,132320.0,3.8288e-05,0.1,1.2477789 +13950.0,13615.64,-0.019310933,1853.9572,8480000.0,4574.0,530000.0,,132480.0,3.8032e-05,0.1,1.3031881 +13918.0,13626.38,-0.020958882,1854.1166,8490000.0,4579.0,530625.0,,132640.0,3.7776e-05,0.1,1.2347288 +13916.0,13637.1,-0.018482309,1854.2758,8500000.0,4584.0,531250.0,,132800.0,3.752e-05,0.1,1.1075928 +13958.0,13646.7,-0.01577111,1854.8387,8510000.0,4588.0,531875.0,,132960.0,3.7264e-05,0.1,1.1827267 +13952.0,13656.24,-0.017093819,1854.9967,8520000.0,4593.0,532500.0,,133120.0,3.7008e-05,0.1,1.0790286 +13988.0,13666.14,-0.019668184,1855.558,8530000.0,4597.0,533125.0,,133280.0,3.6752e-05,0.1,1.1856747 +13958.0,13675.02,-0.019642942,1856.1183,8540000.0,4601.0,533750.0,,133408.0,3.65472e-05,0.1,1.1775259 +13934.0,13683.52,-0.020071097,1856.2744,8550000.0,4606.0,534375.0,,133568.0,3.62912e-05,0.1,1.1546901 +13942.0,13692.28,-0.018628648,1856.4303,8560000.0,4611.0,535000.0,,133728.0,3.60352e-05,0.1,1.0607221 +13874.0,13699.52,-0.019839197,1856.5858,8570000.0,4616.0,535625.0,,133888.0,3.57792e-05,0.1,1.1071517 +13846.0,13704.1,-0.0193656,1856.741,8580000.0,4621.0,536250.0,,134048.0,3.55232e-05,0.1,1.086777 +13844.0,13708.66,-0.017295972,1856.8958,8590000.0,4626.0,536875.0,,134208.0,3.52672e-05,0.1,1.1457341 +13762.0,13711.24,-0.018063676,1857.0503,8600000.0,4631.0,537500.0,,134368.0,3.50112e-05,0.1,1.0999384 +13720.0,13713.18,-0.018195055,1857.6052,8610000.0,4635.0,538125.0,,134528.0,3.47552e-05,0.1,1.1006203 +13770.0,13715.48,-0.018036192,1858.159,8620000.0,4639.0,538750.0,,134656.0,3.45504e-05,0.1,1.222838 +13756.0,13717.44,-0.018907825,1858.3118,8630000.0,4644.0,539375.0,,134816.0,3.42944e-05,0.1,1.1203934 +13752.0,13718.86,-0.018699761,1858.864,8640000.0,4648.0,540000.0,,134976.0,3.40384e-05,0.1,1.2224784 +13752.0,13720.66,-0.018176414,1859.0157,8650000.0,4653.0,540625.0,,135136.0,3.37824e-05,0.1,1.1695858 +13810.0,13723.28,-0.018371597,1859.167,8660000.0,4658.0,541250.0,,135296.0,3.35264e-05,0.1,1.2347907 +13810.0,13725.64,-0.018415002,1859.318,8670000.0,4663.0,541875.0,,135456.0,3.32704e-05,0.1,1.2059765 +13866.0,13728.04,-0.018095007,1859.8672,8680000.0,4667.0,542500.0,,135616.0,3.30144e-05,0.1,1.1580381 +13860.0,13730.38,-0.017412854,1860.0171,8690000.0,4672.0,543125.0,,135776.0,3.27584e-05,0.1,1.1998768 +13770.0,13731.5,-0.017487677,1860.1667,8700000.0,4677.0,543750.0,,135936.0,3.25024e-05,0.1,1.2078366 +13770.0,13732.72,-0.018613938,1860.7135,8710000.0,4681.0,544375.0,,136064.0,3.22976e-05,0.1,1.2154967 +13708.0,13732.74,-0.018962858,1860.8622,8720000.0,4686.0,545000.0,,136224.0,3.20416e-05,0.1,1.2166748 +13710.0,13733.0,-0.018558927,1861.0105,8730000.0,4691.0,545625.0,,136384.0,3.17856e-05,0.1,1.2767427 +13700.0,13733.2,-0.020665448,1861.5548,8740000.0,4695.0,546250.0,,136544.0,3.15296e-05,0.1,1.3436972 +13756.0,13733.98,-0.018917423,1861.7021,8750000.0,4700.0,546875.0,,136704.0,3.12736e-05,0.1,1.1336691 +13750.0,13734.84,-0.01722568,1862.2449,8760000.0,4704.0,547500.0,,136864.0,3.10176e-05,0.1,1.1295962 +13748.0,13735.9,-0.017298397,1862.3911,8770000.0,4709.0,548125.0,,137024.0,3.07616e-05,0.1,1.159682 +13736.0,13736.7,-0.018270887,1862.5371,8780000.0,4714.0,548750.0,,137184.0,3.05056e-05,0.1,1.2406514 +13734.0,13737.6,-0.018673161,1862.6827,8790000.0,4719.0,549375.0,,137312.0,3.03008e-05,0.1,1.1915517 +13652.0,13737.6,-0.017848492,1862.8281,8800000.0,4724.0,550000.0,,137472.0,3.00448e-05,0.1,1.1560736 +13614.0,13737.38,-0.017950436,1863.3672,8810000.0,4728.0,550625.0,,137632.0,2.97888e-05,0.1,1.0842774 +13610.0,13736.98,-0.01852801,1863.5115,8820000.0,4733.0,551250.0,,137792.0,2.95328e-05,0.1,1.2459458 +13632.0,13736.86,-0.01880092,1863.6555,8830000.0,4738.0,551875.0,,137952.0,2.92768e-05,0.1,1.2537278 +13596.0,13736.32,-0.020050202,1864.1924,8840000.0,4742.0,552500.0,,138112.0,2.90208e-05,0.1,1.3483732 +13656.0,13736.36,-0.019601792,1864.3353,8850000.0,4747.0,553125.0,,138272.0,2.87648e-05,0.1,1.2129446 +13650.0,13737.16,-0.018304016,1864.4781,8860000.0,4752.0,553750.0,,138432.0,2.85088e-05,0.1,1.1672752 +13662.0,13738.08,-0.018732242,1864.6206,8870000.0,4757.0,554375.0,,138592.0,2.82528e-05,0.1,1.305661 +13666.0,13739.4,-0.019585904,1864.7627,8880000.0,4762.0,555000.0,,138720.0,2.8048e-05,0.1,1.18555 +13668.0,13740.98,-0.018776368,1865.2959,8890000.0,4766.0,555625.0,,138880.0,2.7792e-05,0.1,1.2310021 +13704.0,13743.28,-0.019672176,1865.437,8900000.0,4771.0,556250.0,,139040.0,2.7536e-05,0.1,1.2645278 +13732.0,13745.56,-0.018147785,1865.5779,8910000.0,4776.0,556875.0,,139200.0,2.728e-05,0.1,1.2066972 +13752.0,13748.04,-0.019897163,1866.1088,8920000.0,4780.0,557500.0,,139360.0,2.7024e-05,0.1,1.2635533 +13712.0,13750.58,-0.017474327,1866.2487,8930000.0,4785.0,558125.0,,139520.0,2.6768e-05,0.1,1.0560558 +13726.0,13753.46,-0.017613776,1866.7781,8940000.0,4789.0,558750.0,,139680.0,2.6512e-05,0.1,1.2240916 +13766.0,13757.18,-0.01850866,1866.917,8950000.0,4794.0,559375.0,,139840.0,2.6256e-05,0.1,1.1497331 +13766.0,13761.54,-0.017932173,1867.4448,8960000.0,4798.0,560000.0,,140000.0,2.6e-05,0.1,1.2262256 +13774.0,13765.74,-0.017473819,1867.5828,8970000.0,4803.0,560625.0,,140128.0,2.57952e-05,0.1,1.1546831 +13730.0,13769.54,-0.017514503,1868.109,8980000.0,4807.0,561250.0,,140288.0,2.55392e-05,0.1,1.2177713 +13876.0,13774.14,-0.018242467,1868.2461,8990000.0,4812.0,561875.0,,140448.0,2.52832e-05,0.1,1.1458998 +13938.0,13779.7,-0.01664257,1868.3828,9000000.0,4817.0,562500.0,,140608.0,2.50272e-05,0.1,1.0956737 +13938.0,13785.34,-0.016293917,1868.9069,9010000.0,4821.0,563125.0,,140768.0,2.47712e-05,0.1,1.2190815 +13940.0,13790.72,-0.017449087,1869.0427,9020000.0,4826.0,563750.0,,140928.0,2.45152e-05,0.1,1.1449822 +13992.0,13796.12,-0.017740937,1869.1782,9030000.0,4831.0,564375.0,,141088.0,2.42592e-05,0.1,1.2216933 +13986.0,13801.5,-0.017313097,1869.7001,9040000.0,4835.0,565000.0,,141248.0,2.40032e-05,0.1,1.0929618 +13982.0,13806.6,-0.016898986,1870.2211,9050000.0,4839.0,565625.0,,141376.0,2.37984e-05,0.1,1.0111878 +13988.0,13811.76,-0.01690473,1870.3551,9060000.0,4844.0,566250.0,,141536.0,2.35424e-05,0.1,1.1562014 +13988.0,13816.7,-0.017841637,1870.8746,9070000.0,4848.0,566875.0,,141696.0,2.32864e-05,0.1,1.1472547 +13946.0,13821.34,-0.017132372,1871.0076,9080000.0,4853.0,567500.0,,141856.0,2.30304e-05,0.1,1.1010618 +13948.0,13826.02,-0.016436541,1871.1404,9090000.0,4858.0,568125.0,,142016.0,2.27744e-05,0.1,1.1091423 +13976.0,13830.02,-0.016385404,1871.6577,9100000.0,4862.0,568750.0,,142176.0,2.25184e-05,0.1,1.0798159 +13976.0,13834.0,-0.017109796,1871.7896,9110000.0,4867.0,569375.0,,142336.0,2.22624e-05,0.1,1.1071415 +13978.0,13837.94,-0.01712471,1871.9211,9120000.0,4872.0,570000.0,,142496.0,2.20064e-05,0.1,1.1952008 +14012.0,13841.52,-0.017309885,1872.0525,9130000.0,4877.0,570625.0,,142656.0,2.17504e-05,0.1,1.1717124 +14014.0,13844.34,-0.017366195,1872.5671,9140000.0,4881.0,571250.0,,142784.0,2.15456e-05,0.1,1.273225 +14018.0,13847.54,-0.01708899,1872.6975,9150000.0,4886.0,571875.0,,142944.0,2.12896e-05,0.1,1.1721087 +14030.0,13850.72,-0.017875023,1872.4448,9160000.0,4892.0,572500.0,,143104.0,2.10336e-05,0.1,1.0904133 +14034.0,13853.94,-0.01659291,1872.5751,9170000.0,4897.0,573125.0,,143264.0,2.07776e-05,0.1,1.1726038 +14116.0,13857.98,-0.016856907,1872.7051,9180000.0,4902.0,573750.0,,143424.0,2.05216e-05,0.1,1.1517168 +14154.0,13861.88,-0.01706237,1873.2164,9190000.0,4906.0,574375.0,,143584.0,2.02656e-05,0.1,1.1102593 +14154.0,13865.24,-0.016454846,1873.3456,9200000.0,4911.0,575000.0,,143744.0,2.00096e-05,0.1,1.042262 +14156.0,13867.94,-0.015408907,1873.8556,9210000.0,4915.0,575625.0,,143904.0,1.97536e-05,0.1,1.1099539 +14194.0,13871.04,-0.01575618,1873.9838,9220000.0,4920.0,576250.0,,144032.0,1.95488e-05,0.1,1.1461875 +14196.0,13873.92,-0.015742447,1874.4923,9230000.0,4924.0,576875.0,,144192.0,1.92928e-05,0.1,1.0582258 +14244.0,13877.18,-0.015547633,1874.6196,9240000.0,4929.0,577500.0,,144352.0,1.90368e-05,0.1,1.0623404 +14230.0,13881.26,-0.016329363,1874.7467,9250000.0,4934.0,578125.0,,144512.0,1.87808e-05,0.1,1.1332264 +14196.0,13884.76,-0.015703686,1874.8734,9260000.0,4939.0,578750.0,,144672.0,1.85248e-05,0.1,1.0172544 +14194.0,13888.24,-0.01546689,1875.3793,9270000.0,4943.0,579375.0,,144832.0,1.82688e-05,0.1,1.0214839 +14190.0,13891.96,-0.01524853,1875.5052,9280000.0,4948.0,580000.0,,144992.0,1.80128e-05,0.1,1.1581237 +14196.0,13895.74,-0.0147772785,1876.0096,9290000.0,4952.0,580625.0,,145152.0,1.77568e-05,0.1,1.0884098 +14142.0,13899.04,-0.015036905,1876.1348,9300000.0,4957.0,581250.0,,145312.0,1.75008e-05,0.1,1.0164126 +14186.0,13902.38,-0.015469234,1876.6378,9310000.0,4961.0,581875.0,,145440.0,1.7296e-05,0.1,1.0397489 +14236.0,13906.0,-0.014850844,1877.14,9320000.0,4965.0,582500.0,,145600.0,1.704e-05,0.1,1.0239837 +14198.0,13908.88,-0.015927888,1877.2635,9330000.0,4970.0,583125.0,,145760.0,1.6784e-05,0.1,1.0756376 +14200.0,13910.78,-0.016175821,1877.7644,9340000.0,4974.0,583750.0,,145920.0,1.6528e-05,0.1,1.1660973 +14172.0,13912.4,-0.015864752,1877.8871,9350000.0,4979.0,584375.0,,146080.0,1.6272e-05,0.1,1.1877439 +14260.0,13914.94,-0.015534214,1878.3865,9360000.0,4983.0,585000.0,,146240.0,1.6016e-05,0.1,1.10834 +14260.0,13917.92,-0.015767971,1878.8851,9370000.0,4987.0,585625.0,,146400.0,1.576e-05,0.1,1.1730607 +14278.0,13920.98,-0.015446259,1879.0065,9380000.0,4992.0,586250.0,,146560.0,1.5504e-05,0.1,1.1711411 +14276.0,13924.0,-0.014777639,1879.5037,9390000.0,4996.0,586875.0,,146688.0,1.52992e-05,0.1,1.1026772 +14276.0,13926.86,-0.01593721,1880.0,9400000.0,5000.0,587500.0,,146848.0,1.50432e-05,0.1,1.0298448 +14292.0,13929.86,-0.015320272,1880.1199,9410000.0,5005.0,588125.0,,147008.0,1.47872e-05,0.1,1.091109 +14298.0,13932.94,-0.014504579,1880.2395,9420000.0,5010.0,588750.0,,147168.0,1.45312e-05,0.1,1.0359634 +14282.0,13935.8,-0.016144143,1880.3589,9430000.0,5015.0,589375.0,,147328.0,1.42752e-05,0.1,1.1024082 +14232.0,13938.12,-0.014961766,1880.478,9440000.0,5020.0,590000.0,,147488.0,1.40192e-05,0.1,1.0503223 +14200.0,13939.76,-0.014827009,1880.9713,9450000.0,5024.0,590625.0,,147648.0,1.37632e-05,0.1,1.1640031 +14198.0,13941.62,-0.014463155,1881.0897,9460000.0,5029.0,591250.0,,147808.0,1.35072e-05,0.1,1.1593009 +14290.0,13944.44,-0.016553847,1881.2078,9470000.0,5034.0,591875.0,,147968.0,1.32512e-05,0.1,1.100914 +14338.0,13948.32,-0.014497259,1881.6991,9480000.0,5038.0,592500.0,,148096.0,1.30464e-05,0.1,1.1207783 +14390.0,13953.04,-0.013440645,1881.8164,9490000.0,5043.0,593125.0,,148256.0,1.27904e-05,0.1,1.060565 +14388.0,13957.76,-0.013795353,1881.9335,9500000.0,5048.0,593750.0,,148416.0,1.25344e-05,0.1,1.1115024 +14382.0,13962.0,-0.013801566,1882.4229,9510000.0,5052.0,594375.0,,148576.0,1.22784e-05,0.1,1.0310596 +14382.0,13966.3,-0.013329826,1882.5391,9520000.0,5057.0,595000.0,,148736.0,1.20224e-05,0.1,1.0465645 +14386.0,13970.28,-0.014269921,1883.0271,9530000.0,5061.0,595625.0,,148896.0,1.17664e-05,0.1,1.0973532 +14348.0,13974.18,-0.015762283,1883.1426,9540000.0,5066.0,596250.0,,149056.0,1.15104e-05,0.1,1.2103841 +14346.0,13978.3,-0.014148899,1883.6292,9550000.0,5070.0,596875.0,,149216.0,1.12544e-05,0.1,1.1869631 +14342.0,13982.3,-0.014014529,1883.7439,9560000.0,5075.0,597500.0,,149344.0,1.10496e-05,0.1,1.1042136 +14292.0,13986.48,-0.013418413,1884.2291,9570000.0,5079.0,598125.0,,149504.0,1.07936e-05,0.1,1.0641897 +14292.0,13990.94,-0.014278174,1884.343,9580000.0,5084.0,598750.0,,149664.0,1.05376e-05,0.1,1.1187228 +14296.0,13995.46,-0.013797903,1884.827,9590000.0,5088.0,599375.0,,149824.0,1.02816e-05,0.1,1.0638733 +14256.0,14000.4,-0.012833793,1885.3103,9600000.0,5092.0,600000.0,,149984.0,1.00256e-05,0.1,0.9547774 +14256.0,14005.76,-0.014197743,1885.4229,9610000.0,5097.0,600625.0,,150144.0,9.7696e-06,0.1,1.1272509 +14218.0,14010.24,-0.013535065,1885.535,9620000.0,5102.0,601250.0,,150304.0,9.5136e-06,0.1,1.0701872 +14218.0,14014.86,-0.013167185,1886.0165,9630000.0,5106.0,601875.0,,150464.0,9.2576e-06,0.1,1.0673653 +14218.0,14019.52,-0.013122276,1886.1279,9640000.0,5111.0,602500.0,,150624.0,9.0016e-06,0.1,1.0465409 +14212.0,14024.12,-0.012395063,1886.608,9650000.0,5115.0,603125.0,,150752.0,8.7968e-06,0.1,1.0210176 +14218.0,14028.2,-0.013205783,1886.7188,9660000.0,5120.0,603750.0,,150912.0,8.5408e-06,0.1,1.0001612 +14216.0,14032.26,-0.011633152,1886.8292,9670000.0,5125.0,604375.0,,151072.0,8.2848e-06,0.1,1.0050402 +14268.0,14036.28,-0.012215987,1886.9396,9680000.0,5130.0,605000.0,,151232.0,8.0288e-06,0.1,1.060989 +14278.0,14040.46,-0.013861415,1887.4172,9690000.0,5134.0,605625.0,,151392.0,7.7728e-06,0.1,1.0828769 +14276.0,14045.52,-0.011960761,1887.5267,9700000.0,5139.0,606250.0,,151552.0,7.5168e-06,0.1,1.1093371 +14276.0,14050.58,-0.012014712,1888.003,9710000.0,5143.0,606875.0,,151712.0,7.2608e-06,0.1,1.0604758 +14314.0,14056.64,-0.012288912,1888.1119,9720000.0,5148.0,607500.0,,151872.0,7.0048e-06,0.1,0.9647283 +14316.0,14062.7,-0.011813421,1888.2205,9730000.0,5153.0,608125.0,,152000.0,6.8e-06,0.1,1.1235526 +14322.0,14068.92,-0.012642328,1888.3289,9740000.0,5158.0,608750.0,,152160.0,6.544e-06,0.1,1.0854478 +14318.0,14074.54,-0.011782245,1888.8027,9750000.0,5162.0,609375.0,,152320.0,6.288e-06,0.1,1.0458704 +14314.0,14080.18,-0.012196776,1888.9104,9760000.0,5167.0,610000.0,,152480.0,6.032e-06,0.1,1.1211208 +14314.0,14085.84,-0.011509793,1889.383,9770000.0,5171.0,610625.0,,152640.0,5.776e-06,0.1,1.1528252 +14318.0,14091.66,-0.012329072,1889.49,9780000.0,5176.0,611250.0,,152800.0,5.52e-06,0.1,1.0940076 +14322.0,14097.54,-0.011929241,1889.9614,9790000.0,5180.0,611875.0,,152960.0,5.264e-06,0.1,1.0692831 +14282.0,14103.84,-0.01133599,1890.4321,9800000.0,5184.0,612500.0,,153120.0,5.008e-06,0.1,1.0197854 +14280.0,14110.5,-0.011735825,1890.5377,9810000.0,5189.0,613125.0,,153280.0,4.752e-06,0.1,1.1144664 +14306.0,14117.46,-0.011680192,1891.0071,9820000.0,5193.0,613750.0,,153408.0,4.5472e-06,0.1,1.0968847 +14306.0,14124.2,-0.010596416,1891.1119,9830000.0,5198.0,614375.0,,153568.0,4.2912e-06,0.1,0.96173054 +14312.0,14131.36,-0.011993463,1891.5802,9840000.0,5202.0,615000.0,,153728.0,4.0352e-06,0.1,1.2105094 +14312.0,14137.92,-0.01180644,1891.6843,9850000.0,5207.0,615625.0,,153888.0,3.7792e-06,0.1,1.1783984 +14312.0,14144.54,-0.01089333,1892.1512,9860000.0,5211.0,616250.0,,154048.0,3.5232e-06,0.1,1.0591524 +14306.0,14150.98,-0.011445779,1892.2546,9870000.0,5216.0,616875.0,,154208.0,3.2672e-06,0.1,1.0168545 +14284.0,14157.16,-0.010987022,1892.3578,9880000.0,5221.0,617500.0,,154368.0,3.0112e-06,0.1,1.0892305 +14288.0,14163.36,-0.011217031,1892.4608,9890000.0,5226.0,618125.0,,154528.0,2.7552e-06,0.1,1.1356363 +14288.0,14169.2,-0.010752982,1892.9254,9900000.0,5230.0,618750.0,,154656.0,2.5504e-06,0.1,1.0874153 +14254.0,14174.42,-0.010253339,1893.0277,9910000.0,5235.0,619375.0,,154816.0,2.2944e-06,0.1,1.0547123 +14204.0,14178.94,-0.010637902,1893.4911,9920000.0,5239.0,620000.0,,154976.0,2.0384e-06,0.1,1.0084697 +14242.0,14184.24,-0.008125631,1893.5927,9930000.0,5244.0,620625.0,,155136.0,1.7824e-06,0.1,1.0850539 +14238.0,14189.36,-0.010629306,1893.6941,9940000.0,5249.0,621250.0,,155296.0,1.5264e-06,0.1,1.1161492 +14194.0,14193.64,-0.010014593,1893.7952,9950000.0,5254.0,621875.0,,155456.0,1.2704e-06,0.1,1.1398516 +14194.0,14197.92,-0.009860623,1894.2563,9960000.0,5258.0,622500.0,,155616.0,1.0144e-06,0.1,1.093686 +14268.0,14202.86,-0.010523049,1894.3568,9970000.0,5263.0,623125.0,,155776.0,7.584e-07,0.1,1.1170812 +14262.0,14208.18,-0.009666189,1894.8168,9980000.0,5267.0,623750.0,,155936.0,5.024e-07,0.1,1.1312962 +14266.0,14212.08,-0.009371542,1894.9165,9990000.0,5272.0,624375.0,,156064.0,2.976e-07,0.1,1.0955623 +14260.0,14215.3,-0.009151612,1895.3752,10000000.0,5276.0,625000.0,,156224.0,4.16e-08,0.1,1.0984478 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_eval.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..d1fe4c17de184d10547600eed14608bbf9ba561a --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 14215.2998046875, + "strength": 8377.94921875, + "max_strength": 14352.0, + "final_strength": 14222.0, + "sample_efficiency": 1.6460060692224943e-07, + "training_efficiency": 1.053511459758738e-05, + "stability": 0.9983844757080078 + }, + "local": { + "mean_returns": [ + 26.66666603088379, + 42.42424392700195, + 50.90909194946289, + 45.0, + 42.0, + 40.0, + 42.0, + 46.0, + 50.0, + 48.0, + 60.0, + 60.0, + 58.0, + 62.0, + 56.0, + 50.0, + 48.0, + 58.0, + 58.0, + 58.0, + 56.0, + 68.0, + 82.0, + 80.0, + 88.0, + 80.0, + 70.0, + 58.0, + 64.0, + 62.0, + 70.0, + 74.0, + 80.0, + 82.0, + 92.0, + 98.0, + 108.0, + 116.0, + 108.0, + 106.0, + 84.0, + 78.0, + 74.0, + 76.0, + 72.0, + 84.0, + 84.0, + 82.0, + 82.0, + 78.0, + 80.0, + 74.0, + 70.0, + 82.0, + 94.0, + 100.0, + 102.0, + 118.0, + 108.0, + 100.0, + 110.0, + 118.0, + 112.0, + 124.0, + 134.0, + 136.0, + 138.0, + 120.0, + 120.0, + 116.0, + 106.0, + 114.0, + 110.0, + 110.0, + 112.0, + 110.0, + 102.0, + 92.0, + 102.0, + 96.0, + 88.0, + 90.0, + 82.0, + 82.0, + 68.0, + 72.0, + 72.0, + 76.0, + 84.0, + 86.0, + 84.0, + 86.0, + 96.0, + 90.0, + 84.0, + 94.0, + 94.0, + 96.0, + 94.0, + 92.0, + 86.0, + 86.0, + 102.0, + 108.0, + 108.0, + 116.0, + 130.0, + 126.0, + 122.0, + 120.0, + 122.0, + 118.0, + 110.0, + 100.0, + 98.0, + 96.0, + 94.0, + 94.0, + 114.0, + 108.0, + 114.0, + 108.0, + 110.0, + 104.0, + 90.0, + 86.0, + 84.0, + 92.0, + 94.0, + 92.0, + 100.0, + 98.0, + 96.0, + 82.0, + 78.0, + 70.0, + 68.0, + 76.0, + 82.0, + 90.0, + 88.0, + 96.0, + 90.0, + 92.0, + 94.0, + 90.0, + 102.0, + 98.0, + 94.0, + 76.0, + 72.0, + 58.0, + 58.0, + 50.0, + 44.0, + 44.0, + 48.0, + 44.0, + 38.0, + 46.0, + 48.0, + 48.0, + 46.0, + 52.0, + 58.0, + 48.0, + 48.0, + 42.0, + 50.0, + 46.0, + 48.0, + 64.0, + 68.0, + 80.0, + 96.0, + 98.0, + 100.0, + 114.0, + 136.0, + 158.0, + 202.0, + 258.0, + 316.0, + 376.0, + 462.0, + 536.0, + 580.0, + 610.0, + 656.0, + 670.0, + 676.0, + 680.0, + 668.0, + 682.0, + 676.0, + 678.0, + 660.0, + 654.0, + 646.0, + 628.0, + 620.0, + 625.0, + 623.0, + 639.0, + 643.0, + 653.0, + 667.0, + 662.0, + 656.0, + 648.0, + 652.0, + 642.0, + 644.0, + 644.0, + 644.0, + 646.0, + 658.0, + 660.0, + 674.0, + 678.0, + 688.0, + 682.0, + 682.0, + 666.0, + 678.0, + 678.0, + 674.0, + 716.0, + 738.0, + 750.0, + 738.0, + 748.0, + 774.0, + 776.0, + 770.0, + 776.0, + 800.0, + 792.0, + 806.0, + 786.0, + 778.0, + 780.0, + 784.0, + 818.0, + 792.0, + 832.0, + 842.0, + 866.0, + 872.0, + 890.0, + 900.0, + 968.0, + 998.0, + 1007.0, + 1015.0, + 1057.0, + 1111.0, + 1147.0, + 1171.0, + 1263.0, + 1252.0, + 1348.0, + 1366.0, + 1400.0, + 1372.0, + 1352.0, + 1444.0, + 1476.0, + 1522.0, + 1680.0, + 1728.0, + 1822.0, + 1848.0, + 1952.0, + 2040.0, + 2184.0, + 2450.0, + 2578.0, + 2578.0, + 2822.0, + 2892.0, + 2872.0, + 2878.0, + 2936.0, + 3158.0, + 3308.0, + 3358.0, + 3432.0, + 3528.0, + 3612.0, + 3494.0, + 3558.0, + 3600.0, + 3588.0, + 3592.0, + 3630.0, + 3756.0, + 3828.0, + 3988.0, + 4268.0, + 4426.0, + 4448.0, + 4458.0, + 4568.0, + 4558.0, + 4456.0, + 4482.0, + 4554.0, + 4564.0, + 4676.0, + 4808.0, + 4842.0, + 4762.0, + 4920.0, + 4920.0, + 4944.0, + 4846.0, + 4876.0, + 4810.0, + 4794.0, + 4768.0, + 4806.0, + 4890.0, + 4980.0, + 5150.0, + 5332.0, + 5392.0, + 5468.0, + 5524.0, + 5574.0, + 5766.0, + 5764.0, + 5856.0, + 5912.0, + 5908.0, + 5970.0, + 6108.0, + 6276.0, + 6354.0, + 6524.0, + 6524.0, + 6586.0, + 6632.0, + 6856.0, + 6952.0, + 7164.0, + 7208.0, + 7208.0, + 7436.0, + 7718.0, + 7686.0, + 7840.0, + 7982.0, + 7982.0, + 8092.0, + 8276.0, + 8302.0, + 8322.0, + 8368.0, + 8378.0, + 8396.0, + 8488.0, + 8444.0, + 8446.0, + 8432.0, + 8478.0, + 8504.0, + 8542.0, + 8486.0, + 8339.0, + 8249.0, + 8117.0, + 8099.0, + 7909.0, + 7825.0, + 8021.0, + 7853.0, + 7893.0, + 8045.0, + 8101.0, + 8069.0, + 8003.0, + 8179.0, + 8179.0, + 8321.0, + 8315.0, + 8421.0, + 8455.0, + 8615.0, + 8555.0, + 8617.0, + 8615.0, + 8491.0, + 8493.0, + 8443.0, + 8684.0, + 8759.0, + 8683.0, + 8791.0, + 8857.0, + 8899.0, + 8881.0, + 8807.0, + 8615.0, + 8481.0, + 8469.0, + 8537.0, + 8499.0, + 8543.0, + 8367.0, + 8471.0, + 8435.0, + 8435.0, + 8443.0, + 8395.0, + 8555.0, + 8549.0, + 8557.0, + 8677.0, + 8791.0, + 8857.0, + 8857.0, + 8780.0, + 8772.0, + 8914.0, + 8928.0, + 8940.0, + 8884.0, + 9014.0, + 9156.0, + 9108.0, + 9288.0, + 9598.0, + 9624.0, + 9748.0, + 9882.0, + 9882.0, + 9938.0, + 10028.0, + 10254.0, + 10344.0, + 10180.0, + 10264.0, + 10298.0, + 10378.0, + 10318.0, + 10366.0, + 10356.0, + 10362.0, + 10344.0, + 10228.0, + 10286.0, + 10276.0, + 10044.0, + 9950.0, + 9946.0, + 9992.0, + 9908.0, + 9880.0, + 9938.0, + 9746.0, + 9790.0, + 9693.0, + 9577.0, + 9625.0, + 9539.0, + 9423.0, + 9363.0, + 9315.0, + 9397.0, + 9401.0, + 9359.0, + 9405.0, + 9465.0, + 9501.0, + 9501.0, + 9489.0, + 9675.0, + 9727.0, + 9703.0, + 9691.0, + 9881.0, + 9881.0, + 9953.0, + 9981.0, + 10099.0, + 10149.0, + 10239.0, + 10215.0, + 10233.0, + 10241.0, + 10318.0, + 10314.0, + 10296.0, + 10232.0, + 10314.0, + 10190.0, + 10280.0, + 10362.0, + 10362.0, + 10482.0, + 10594.0, + 10628.0, + 10702.0, + 10664.0, + 10600.0, + 10658.0, + 10684.0, + 10740.0, + 10818.0, + 10936.0, + 10934.0, + 11150.0, + 11290.0, + 11346.0, + 11424.0, + 11326.0, + 11314.0, + 11124.0, + 11252.0, + 11246.0, + 11346.0, + 11442.0, + 11292.0, + 11452.0, + 11594.0, + 11596.0, + 11526.0, + 11556.0, + 11692.0, + 11694.0, + 11760.0, + 11828.0, + 11862.0, + 11964.0, + 11946.0, + 11976.0, + 11972.0, + 12094.0, + 12164.0, + 12230.0, + 12322.0, + 12322.0, + 12340.0, + 12352.0, + 12316.0, + 12314.0, + 12352.0, + 12376.0, + 12466.0, + 12424.0, + 12568.0, + 12752.0, + 12846.0, + 12912.0, + 12918.0, + 12928.0, + 12992.0, + 13094.0, + 13100.0, + 13030.0, + 12988.0, + 12944.0, + 13010.0, + 13136.0, + 13204.0, + 13204.0, + 13146.0, + 13168.0, + 13068.0, + 13110.0, + 13134.0, + 13048.0, + 13086.0, + 13060.0, + 13074.0, + 13056.0, + 13072.0, + 13070.0, + 13122.0, + 13144.0, + 13106.0, + 13154.0, + 13146.0, + 13124.0, + 13106.0, + 12992.0, + 12966.0, + 12966.0, + 13036.0, + 12874.0, + 12838.0, + 12836.0, + 12874.0, + 12798.0, + 12838.0, + 12858.0, + 12940.0, + 12878.0, + 12836.0, + 12760.0, + 12708.0, + 12718.0, + 12724.0, + 12692.0, + 12566.0, + 12570.0, + 12668.0, + 12590.0, + 12640.0, + 12556.0, + 12594.0, + 12546.0, + 12518.0, + 12498.0, + 12484.0, + 12460.0, + 12446.0, + 12486.0, + 12486.0, + 12562.0, + 12684.0, + 12692.0, + 12746.0, + 12736.0, + 12692.0, + 12788.0, + 12906.0, + 12908.0, + 12962.0, + 12924.0, + 12924.0, + 12900.0, + 12868.0, + 12850.0, + 13022.0, + 13072.0, + 13038.0, + 13038.0, + 13066.0, + 12966.0, + 13060.0, + 13034.0, + 12956.0, + 12974.0, + 12892.0, + 12840.0, + 12894.0, + 12884.0, + 12918.0, + 12984.0, + 13016.0, + 12938.0, + 12930.0, + 12936.0, + 12918.0, + 12912.0, + 12888.0, + 12730.0, + 12776.0, + 12746.0, + 12778.0, + 12774.0, + 12808.0, + 12844.0, + 12844.0, + 12840.0, + 12898.0, + 12864.0, + 12924.0, + 12870.0, + 12794.0, + 12784.0, + 12680.0, + 12610.0, + 12684.0, + 12718.0, + 12688.0, + 12680.0, + 12734.0, + 12798.0, + 12872.0, + 12838.0, + 12836.0, + 12786.0, + 12790.0, + 12792.0, + 12844.0, + 12800.0, + 12702.0, + 12622.0, + 12622.0, + 12696.0, + 12706.0, + 12712.0, + 12662.0, + 12682.0, + 12440.0, + 12288.0, + 12308.0, + 12254.0, + 12252.0, + 12212.0, + 12218.0, + 12068.0, + 12082.0, + 12022.0, + 12154.0, + 12158.0, + 12144.0, + 12068.0, + 12154.0, + 12170.0, + 12192.0, + 12094.0, + 12136.0, + 12182.0, + 12162.0, + 12196.0, + 12126.0, + 11938.0, + 11920.0, + 11808.0, + 11896.0, + 11978.0, + 11910.0, + 12022.0, + 12004.0, + 12018.0, + 12046.0, + 12030.0, + 12180.0, + 12340.0, + 12308.0, + 12386.0, + 12314.0, + 12356.0, + 12460.0, + 12606.0, + 12680.0, + 12592.0, + 12678.0, + 12696.0, + 12714.0, + 12848.0, + 12848.0, + 12826.0, + 12844.0, + 12844.0, + 12844.0, + 12998.0, + 12998.0, + 12998.0, + 13070.0, + 13084.0, + 13066.0, + 13150.0, + 13388.0, + 13388.0, + 13504.0, + 13526.0, + 13540.0, + 13560.0, + 13610.0, + 13572.0, + 13548.0, + 13574.0, + 13626.0, + 13626.0, + 13658.0, + 13648.0, + 13706.0, + 13684.0, + 13680.0, + 13678.0, + 13664.0, + 13642.0, + 13656.0, + 13644.0, + 13652.0, + 13636.0, + 13650.0, + 13644.0, + 13650.0, + 13652.0, + 13570.0, + 13570.0, + 13534.0, + 13510.0, + 13474.0, + 13504.0, + 13504.0, + 13458.0, + 13438.0, + 13394.0, + 13330.0, + 13354.0, + 13350.0, + 13416.0, + 13382.0, + 13374.0, + 13402.0, + 13452.0, + 13448.0, + 13472.0, + 13472.0, + 13494.0, + 13482.0, + 13480.0, + 13576.0, + 13578.0, + 13584.0, + 13654.0, + 13732.0, + 13698.0, + 13712.0, + 13712.0, + 13712.0, + 13764.0, + 13818.0, + 13886.0, + 13884.0, + 13908.0, + 13918.0, + 13822.0, + 13846.0, + 13846.0, + 13818.0, + 13818.0, + 13812.0, + 13852.0, + 13874.0, + 13910.0, + 14010.0, + 14010.0, + 14006.0, + 13962.0, + 13972.0, + 13974.0, + 13990.0, + 13992.0, + 13990.0, + 13996.0, + 14000.0, + 14036.0, + 14012.0, + 14008.0, + 13950.0, + 13918.0, + 13916.0, + 13958.0, + 13952.0, + 13988.0, + 13958.0, + 13934.0, + 13942.0, + 13874.0, + 13846.0, + 13844.0, + 13762.0, + 13720.0, + 13770.0, + 13756.0, + 13752.0, + 13752.0, + 13810.0, + 13810.0, + 13866.0, + 13860.0, + 13770.0, + 13770.0, + 13708.0, + 13710.0, + 13700.0, + 13756.0, + 13750.0, + 13748.0, + 13736.0, + 13734.0, + 13652.0, + 13614.0, + 13610.0, + 13632.0, + 13596.0, + 13656.0, + 13650.0, + 13662.0, + 13666.0, + 13668.0, + 13704.0, + 13732.0, + 13752.0, + 13712.0, + 13726.0, + 13766.0, + 13766.0, + 13774.0, + 13730.0, + 13876.0, + 13938.0, + 13938.0, + 13940.0, + 13992.0, + 13986.0, + 13982.0, + 13988.0, + 13988.0, + 13946.0, + 13948.0, + 13976.0, + 13976.0, + 13978.0, + 14012.0, + 14014.0, + 14018.0, + 14030.0, + 14034.0, + 14116.0, + 14154.0, + 14154.0, + 14156.0, + 14194.0, + 14196.0, + 14244.0, + 14230.0, + 14196.0, + 14194.0, + 14190.0, + 14196.0, + 14142.0, + 14186.0, + 14236.0, + 14198.0, + 14200.0, + 14172.0, + 14260.0, + 14260.0, + 14278.0, + 14276.0, + 14276.0, + 14292.0, + 14298.0, + 14282.0, + 14232.0, + 14200.0, + 14198.0, + 14290.0, + 14338.0, + 14390.0, + 14388.0, + 14382.0, + 14382.0, + 14386.0, + 14348.0, + 14346.0, + 14342.0, + 14292.0, + 14292.0, + 14296.0, + 14256.0, + 14256.0, + 14218.0, + 14218.0, + 14218.0, + 14212.0, + 14218.0, + 14216.0, + 14268.0, + 14278.0, + 14276.0, + 14276.0, + 14314.0, + 14316.0, + 14322.0, + 14318.0, + 14314.0, + 14314.0, + 14318.0, + 14322.0, + 14282.0, + 14280.0, + 14306.0, + 14306.0, + 14312.0, + 14312.0, + 14312.0, + 14306.0, + 14284.0, + 14288.0, + 14288.0, + 14254.0, + 14204.0, + 14242.0, + 14238.0, + 14194.0, + 14194.0, + 14268.0, + 14262.0, + 14266.0, + 14260.0 + ], + "strengths": [ + -11.333333969116211, + 4.424243927001953, + 12.90909194946289, + 7.0, + 4.0, + 2.0, + 4.0, + 8.0, + 12.0, + 10.0, + 22.0, + 22.0, + 20.0, + 24.0, + 18.0, + 12.0, + 10.0, + 20.0, + 20.0, + 20.0, + 18.0, + 30.0, + 44.0, + 42.0, + 50.0, + 42.0, + 32.0, + 20.0, + 26.0, + 24.0, + 32.0, + 36.0, + 42.0, + 44.0, + 54.0, + 60.0, + 70.0, + 78.0, + 70.0, + 68.0, + 46.0, + 40.0, + 36.0, + 38.0, + 34.0, + 46.0, + 46.0, + 44.0, + 44.0, + 40.0, + 42.0, + 36.0, + 32.0, + 44.0, + 56.0, + 62.0, + 64.0, + 80.0, + 70.0, + 62.0, + 72.0, + 80.0, + 74.0, + 86.0, + 96.0, + 98.0, + 100.0, + 82.0, + 82.0, + 78.0, + 68.0, + 76.0, + 72.0, + 72.0, + 74.0, + 72.0, + 64.0, + 54.0, + 64.0, + 58.0, + 50.0, + 52.0, + 44.0, + 44.0, + 30.0, + 34.0, + 34.0, + 38.0, + 46.0, + 48.0, + 46.0, + 48.0, + 58.0, + 52.0, + 46.0, + 56.0, + 56.0, + 58.0, + 56.0, + 54.0, + 48.0, + 48.0, + 64.0, + 70.0, + 70.0, + 78.0, + 92.0, + 88.0, + 84.0, + 82.0, + 84.0, + 80.0, + 72.0, + 62.0, + 60.0, + 58.0, + 56.0, + 56.0, + 76.0, + 70.0, + 76.0, + 70.0, + 72.0, + 66.0, + 52.0, + 48.0, + 46.0, + 54.0, + 56.0, + 54.0, + 62.0, + 60.0, + 58.0, + 44.0, + 40.0, + 32.0, + 30.0, + 38.0, + 44.0, + 52.0, + 50.0, + 58.0, + 52.0, + 54.0, + 56.0, + 52.0, + 64.0, + 60.0, + 56.0, + 38.0, + 34.0, + 20.0, + 20.0, + 12.0, + 6.0, + 6.0, + 10.0, + 6.0, + 0.0, + 8.0, + 10.0, + 10.0, + 8.0, + 14.0, + 20.0, + 10.0, + 10.0, + 4.0, + 12.0, + 8.0, + 10.0, + 26.0, + 30.0, + 42.0, + 58.0, + 60.0, + 62.0, + 76.0, + 98.0, + 120.0, + 164.0, + 220.0, + 278.0, + 338.0, + 424.0, + 498.0, + 542.0, + 572.0, + 618.0, + 632.0, + 638.0, + 642.0, + 630.0, + 644.0, + 638.0, + 640.0, + 622.0, + 616.0, + 608.0, + 590.0, + 582.0, + 587.0, + 585.0, + 601.0, + 605.0, + 615.0, + 629.0, + 624.0, + 618.0, + 610.0, + 614.0, + 604.0, + 606.0, + 606.0, + 606.0, + 608.0, + 620.0, + 622.0, + 636.0, + 640.0, + 650.0, + 644.0, + 644.0, + 628.0, + 640.0, + 640.0, + 636.0, + 678.0, + 700.0, + 712.0, + 700.0, + 710.0, + 736.0, + 738.0, + 732.0, + 738.0, + 762.0, + 754.0, + 768.0, + 748.0, + 740.0, + 742.0, + 746.0, + 780.0, + 754.0, + 794.0, + 804.0, + 828.0, + 834.0, + 852.0, + 862.0, + 930.0, + 960.0, + 969.0, + 977.0, + 1019.0, + 1073.0, + 1109.0, + 1133.0, + 1225.0, + 1214.0, + 1310.0, + 1328.0, + 1362.0, + 1334.0, + 1314.0, + 1406.0, + 1438.0, + 1484.0, + 1642.0, + 1690.0, + 1784.0, + 1810.0, + 1914.0, + 2002.0, + 2146.0, + 2412.0, + 2540.0, + 2540.0, + 2784.0, + 2854.0, + 2834.0, + 2840.0, + 2898.0, + 3120.0, + 3270.0, + 3320.0, + 3394.0, + 3490.0, + 3574.0, + 3456.0, + 3520.0, + 3562.0, + 3550.0, + 3554.0, + 3592.0, + 3718.0, + 3790.0, + 3950.0, + 4230.0, + 4388.0, + 4410.0, + 4420.0, + 4530.0, + 4520.0, + 4418.0, + 4444.0, + 4516.0, + 4526.0, + 4638.0, + 4770.0, + 4804.0, + 4724.0, + 4882.0, + 4882.0, + 4906.0, + 4808.0, + 4838.0, + 4772.0, + 4756.0, + 4730.0, + 4768.0, + 4852.0, + 4942.0, + 5112.0, + 5294.0, + 5354.0, + 5430.0, + 5486.0, + 5536.0, + 5728.0, + 5726.0, + 5818.0, + 5874.0, + 5870.0, + 5932.0, + 6070.0, + 6238.0, + 6316.0, + 6486.0, + 6486.0, + 6548.0, + 6594.0, + 6818.0, + 6914.0, + 7126.0, + 7170.0, + 7170.0, + 7398.0, + 7680.0, + 7648.0, + 7802.0, + 7944.0, + 7944.0, + 8054.0, + 8238.0, + 8264.0, + 8284.0, + 8330.0, + 8340.0, + 8358.0, + 8450.0, + 8406.0, + 8408.0, + 8394.0, + 8440.0, + 8466.0, + 8504.0, + 8448.0, + 8301.0, + 8211.0, + 8079.0, + 8061.0, + 7871.0, + 7787.0, + 7983.0, + 7815.0, + 7855.0, + 8007.0, + 8063.0, + 8031.0, + 7965.0, + 8141.0, + 8141.0, + 8283.0, + 8277.0, + 8383.0, + 8417.0, + 8577.0, + 8517.0, + 8579.0, + 8577.0, + 8453.0, + 8455.0, + 8405.0, + 8646.0, + 8721.0, + 8645.0, + 8753.0, + 8819.0, + 8861.0, + 8843.0, + 8769.0, + 8577.0, + 8443.0, + 8431.0, + 8499.0, + 8461.0, + 8505.0, + 8329.0, + 8433.0, + 8397.0, + 8397.0, + 8405.0, + 8357.0, + 8517.0, + 8511.0, + 8519.0, + 8639.0, + 8753.0, + 8819.0, + 8819.0, + 8742.0, + 8734.0, + 8876.0, + 8890.0, + 8902.0, + 8846.0, + 8976.0, + 9118.0, + 9070.0, + 9250.0, + 9560.0, + 9586.0, + 9710.0, + 9844.0, + 9844.0, + 9900.0, + 9990.0, + 10216.0, + 10306.0, + 10142.0, + 10226.0, + 10260.0, + 10340.0, + 10280.0, + 10328.0, + 10318.0, + 10324.0, + 10306.0, + 10190.0, + 10248.0, + 10238.0, + 10006.0, + 9912.0, + 9908.0, + 9954.0, + 9870.0, + 9842.0, + 9900.0, + 9708.0, + 9752.0, + 9655.0, + 9539.0, + 9587.0, + 9501.0, + 9385.0, + 9325.0, + 9277.0, + 9359.0, + 9363.0, + 9321.0, + 9367.0, + 9427.0, + 9463.0, + 9463.0, + 9451.0, + 9637.0, + 9689.0, + 9665.0, + 9653.0, + 9843.0, + 9843.0, + 9915.0, + 9943.0, + 10061.0, + 10111.0, + 10201.0, + 10177.0, + 10195.0, + 10203.0, + 10280.0, + 10276.0, + 10258.0, + 10194.0, + 10276.0, + 10152.0, + 10242.0, + 10324.0, + 10324.0, + 10444.0, + 10556.0, + 10590.0, + 10664.0, + 10626.0, + 10562.0, + 10620.0, + 10646.0, + 10702.0, + 10780.0, + 10898.0, + 10896.0, + 11112.0, + 11252.0, + 11308.0, + 11386.0, + 11288.0, + 11276.0, + 11086.0, + 11214.0, + 11208.0, + 11308.0, + 11404.0, + 11254.0, + 11414.0, + 11556.0, + 11558.0, + 11488.0, + 11518.0, + 11654.0, + 11656.0, + 11722.0, + 11790.0, + 11824.0, + 11926.0, + 11908.0, + 11938.0, + 11934.0, + 12056.0, + 12126.0, + 12192.0, + 12284.0, + 12284.0, + 12302.0, + 12314.0, + 12278.0, + 12276.0, + 12314.0, + 12338.0, + 12428.0, + 12386.0, + 12530.0, + 12714.0, + 12808.0, + 12874.0, + 12880.0, + 12890.0, + 12954.0, + 13056.0, + 13062.0, + 12992.0, + 12950.0, + 12906.0, + 12972.0, + 13098.0, + 13166.0, + 13166.0, + 13108.0, + 13130.0, + 13030.0, + 13072.0, + 13096.0, + 13010.0, + 13048.0, + 13022.0, + 13036.0, + 13018.0, + 13034.0, + 13032.0, + 13084.0, + 13106.0, + 13068.0, + 13116.0, + 13108.0, + 13086.0, + 13068.0, + 12954.0, + 12928.0, + 12928.0, + 12998.0, + 12836.0, + 12800.0, + 12798.0, + 12836.0, + 12760.0, + 12800.0, + 12820.0, + 12902.0, + 12840.0, + 12798.0, + 12722.0, + 12670.0, + 12680.0, + 12686.0, + 12654.0, + 12528.0, + 12532.0, + 12630.0, + 12552.0, + 12602.0, + 12518.0, + 12556.0, + 12508.0, + 12480.0, + 12460.0, + 12446.0, + 12422.0, + 12408.0, + 12448.0, + 12448.0, + 12524.0, + 12646.0, + 12654.0, + 12708.0, + 12698.0, + 12654.0, + 12750.0, + 12868.0, + 12870.0, + 12924.0, + 12886.0, + 12886.0, + 12862.0, + 12830.0, + 12812.0, + 12984.0, + 13034.0, + 13000.0, + 13000.0, + 13028.0, + 12928.0, + 13022.0, + 12996.0, + 12918.0, + 12936.0, + 12854.0, + 12802.0, + 12856.0, + 12846.0, + 12880.0, + 12946.0, + 12978.0, + 12900.0, + 12892.0, + 12898.0, + 12880.0, + 12874.0, + 12850.0, + 12692.0, + 12738.0, + 12708.0, + 12740.0, + 12736.0, + 12770.0, + 12806.0, + 12806.0, + 12802.0, + 12860.0, + 12826.0, + 12886.0, + 12832.0, + 12756.0, + 12746.0, + 12642.0, + 12572.0, + 12646.0, + 12680.0, + 12650.0, + 12642.0, + 12696.0, + 12760.0, + 12834.0, + 12800.0, + 12798.0, + 12748.0, + 12752.0, + 12754.0, + 12806.0, + 12762.0, + 12664.0, + 12584.0, + 12584.0, + 12658.0, + 12668.0, + 12674.0, + 12624.0, + 12644.0, + 12402.0, + 12250.0, + 12270.0, + 12216.0, + 12214.0, + 12174.0, + 12180.0, + 12030.0, + 12044.0, + 11984.0, + 12116.0, + 12120.0, + 12106.0, + 12030.0, + 12116.0, + 12132.0, + 12154.0, + 12056.0, + 12098.0, + 12144.0, + 12124.0, + 12158.0, + 12088.0, + 11900.0, + 11882.0, + 11770.0, + 11858.0, + 11940.0, + 11872.0, + 11984.0, + 11966.0, + 11980.0, + 12008.0, + 11992.0, + 12142.0, + 12302.0, + 12270.0, + 12348.0, + 12276.0, + 12318.0, + 12422.0, + 12568.0, + 12642.0, + 12554.0, + 12640.0, + 12658.0, + 12676.0, + 12810.0, + 12810.0, + 12788.0, + 12806.0, + 12806.0, + 12806.0, + 12960.0, + 12960.0, + 12960.0, + 13032.0, + 13046.0, + 13028.0, + 13112.0, + 13350.0, + 13350.0, + 13466.0, + 13488.0, + 13502.0, + 13522.0, + 13572.0, + 13534.0, + 13510.0, + 13536.0, + 13588.0, + 13588.0, + 13620.0, + 13610.0, + 13668.0, + 13646.0, + 13642.0, + 13640.0, + 13626.0, + 13604.0, + 13618.0, + 13606.0, + 13614.0, + 13598.0, + 13612.0, + 13606.0, + 13612.0, + 13614.0, + 13532.0, + 13532.0, + 13496.0, + 13472.0, + 13436.0, + 13466.0, + 13466.0, + 13420.0, + 13400.0, + 13356.0, + 13292.0, + 13316.0, + 13312.0, + 13378.0, + 13344.0, + 13336.0, + 13364.0, + 13414.0, + 13410.0, + 13434.0, + 13434.0, + 13456.0, + 13444.0, + 13442.0, + 13538.0, + 13540.0, + 13546.0, + 13616.0, + 13694.0, + 13660.0, + 13674.0, + 13674.0, + 13674.0, + 13726.0, + 13780.0, + 13848.0, + 13846.0, + 13870.0, + 13880.0, + 13784.0, + 13808.0, + 13808.0, + 13780.0, + 13780.0, + 13774.0, + 13814.0, + 13836.0, + 13872.0, + 13972.0, + 13972.0, + 13968.0, + 13924.0, + 13934.0, + 13936.0, + 13952.0, + 13954.0, + 13952.0, + 13958.0, + 13962.0, + 13998.0, + 13974.0, + 13970.0, + 13912.0, + 13880.0, + 13878.0, + 13920.0, + 13914.0, + 13950.0, + 13920.0, + 13896.0, + 13904.0, + 13836.0, + 13808.0, + 13806.0, + 13724.0, + 13682.0, + 13732.0, + 13718.0, + 13714.0, + 13714.0, + 13772.0, + 13772.0, + 13828.0, + 13822.0, + 13732.0, + 13732.0, + 13670.0, + 13672.0, + 13662.0, + 13718.0, + 13712.0, + 13710.0, + 13698.0, + 13696.0, + 13614.0, + 13576.0, + 13572.0, + 13594.0, + 13558.0, + 13618.0, + 13612.0, + 13624.0, + 13628.0, + 13630.0, + 13666.0, + 13694.0, + 13714.0, + 13674.0, + 13688.0, + 13728.0, + 13728.0, + 13736.0, + 13692.0, + 13838.0, + 13900.0, + 13900.0, + 13902.0, + 13954.0, + 13948.0, + 13944.0, + 13950.0, + 13950.0, + 13908.0, + 13910.0, + 13938.0, + 13938.0, + 13940.0, + 13974.0, + 13976.0, + 13980.0, + 13992.0, + 13996.0, + 14078.0, + 14116.0, + 14116.0, + 14118.0, + 14156.0, + 14158.0, + 14206.0, + 14192.0, + 14158.0, + 14156.0, + 14152.0, + 14158.0, + 14104.0, + 14148.0, + 14198.0, + 14160.0, + 14162.0, + 14134.0, + 14222.0, + 14222.0, + 14240.0, + 14238.0, + 14238.0, + 14254.0, + 14260.0, + 14244.0, + 14194.0, + 14162.0, + 14160.0, + 14252.0, + 14300.0, + 14352.0, + 14350.0, + 14344.0, + 14344.0, + 14348.0, + 14310.0, + 14308.0, + 14304.0, + 14254.0, + 14254.0, + 14258.0, + 14218.0, + 14218.0, + 14180.0, + 14180.0, + 14180.0, + 14174.0, + 14180.0, + 14178.0, + 14230.0, + 14240.0, + 14238.0, + 14238.0, + 14276.0, + 14278.0, + 14284.0, + 14280.0, + 14276.0, + 14276.0, + 14280.0, + 14284.0, + 14244.0, + 14242.0, + 14268.0, + 14268.0, + 14274.0, + 14274.0, + 14274.0, + 14268.0, + 14246.0, + 14250.0, + 14250.0, + 14216.0, + 14166.0, + 14204.0, + 14200.0, + 14156.0, + 14156.0, + 14230.0, + 14224.0, + 14228.0, + 14222.0 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 0.00013201756519265473, + -8.030300523387268e-05, + -2.3601396605954506e-05, + -1.3342245438252576e-05, + -1.018341299641179e-05, + -5.9279132074152585e-06, + -1.1723230954885366e-06, + 2.2556121166417142e-06, + 3.716817218446522e-06, + 5.293217782309512e-06, + 5.982728453091113e-06, + 6.274964562180685e-06, + 6.422691058105556e-06, + 6.4503110479563475e-06, + 6.436253897845745e-06, + 6.4056516748678405e-06, + 6.3210645748768e-06, + 6.225326615094673e-06, + 6.123639650468249e-06, + 6.029001724527916e-06, + 5.875000169908162e-06, + 5.673211489920504e-06, + 5.504478394868784e-06, + 5.327480721462052e-06, + 5.19425611855695e-06, + 5.098669589642668e-06, + 5.039816187490942e-06, + 4.9638892960501835e-06, + 4.8951137614494655e-06, + 4.8062320274766535e-06, + 4.711217115982436e-06, + 4.607243226928404e-06, + 4.505850483838003e-06, + 4.391268248582492e-06, + 4.275605988368625e-06, + 4.154213002038887e-06, + 4.033639015688095e-06, + 3.936134362447774e-06, + 3.8491730265377555e-06, + 3.7936838452878874e-06, + 3.7469433209480485e-06, + 3.7058437101222808e-06, + 3.663397592390538e-06, + 3.626191755756736e-06, + 3.577178631530842e-06, + 3.5298555758345174e-06, + 3.4860520372603787e-06, + 3.4435734050930478e-06, + 3.4060049074469134e-06, + 3.367563294887077e-06, + 3.3353642265865346e-06, + 3.3072194582928205e-06, + 3.2693506000214256e-06, + 3.2228335840045474e-06, + 3.1735789889353327e-06, + 3.1250854135578265e-06, + 3.06769902636006e-06, + 3.0201979370758636e-06, + 2.9799491585436044e-06, + 2.9351999728532974e-06, + 2.8879117053293157e-06, + 2.846265260814107e-06, + 2.8002061753795715e-06, + 2.751619149421458e-06, + 2.704851794987917e-06, + 2.659801111803972e-06, + 2.624635044412571e-06, + 2.5908768748195143e-06, + 2.559966560511384e-06, + 2.533874294385896e-06, + 2.5055937840079423e-06, + 2.479626118656597e-06, + 2.454405375829083e-06, + 2.4292280613735784e-06, + 2.405418399575865e-06, + 2.384774234087672e-06, + 2.367687557125464e-06, + 2.3478175990021555e-06, + 2.330164761588094e-06, + 2.3151851564762183e-06, + 2.2998237909632735e-06, + 2.286986045874073e-06, + 2.274279722769279e-06, + 2.265673856527428e-06, + 2.255961817354546e-06, + 2.246302756248042e-06, + 2.235578676845762e-06, + 2.2227234239835525e-06, + 2.2094734504207736e-06, + 2.1969308363622986e-06, + 2.184002141802921e-06, + 2.1686141735699493e-06, + 2.1550358724198304e-06, + 2.143179472113843e-06, + 2.128943378920667e-06, + 2.1149335225345567e-06, + 2.1006583210692042e-06, + 2.0870959360763663e-06, + 2.0742138531204546e-06, + 2.0629136088246014e-06, + 2.0517463781288825e-06, + 2.037081230810145e-06, + 2.021353566306061e-06, + 2.005947408179054e-06, + 1.9891533611371415e-06, + 1.969853428818169e-06, + 1.9518934095685836e-06, + 1.9351796254341025e-06, + 1.9192470972484443e-06, + 1.9033028593185009e-06, + 1.8884570636146236e-06, + 1.8753606809696066e-06, + 1.8642679151525954e-06, + 1.853684011621226e-06, + 1.8435886204315466e-06, + 1.8339627558816574e-06, + 1.8244526245325687e-06, + 1.8117434592568316e-06, + 1.800242444005562e-06, + 1.7879712004287285e-06, + 1.776861381586059e-06, + 1.7656192312642816e-06, + 1.7554725673107896e-06, + 1.7475749700679444e-06, + 1.7403515357727883e-06, + 1.7334861013296177e-06, + 1.7255001694138627e-06, + 1.7173066453324282e-06, + 1.7094893109970144e-06, + 1.70061616699968e-06, + 1.6921342194109457e-06, + 1.6840298258102848e-06, + 1.6779376892372966e-06, + 1.672435359978408e-06, + 1.6680543239999679e-06, + 1.6639608020341257e-06, + 1.658797486925323e-06, + 1.652856326472829e-06, + 1.6458931213492178e-06, + 1.639258471186622e-06, + 1.6316383835146553e-06, + 1.624875721972785e-06, + 1.6179196791199502e-06, + 1.6107782130347914e-06, + 1.6042110928538023e-06, + 1.5962148154358147e-06, + 1.5888060715951724e-06, + 1.58196417032741e-06, + 1.5773566701682284e-06, + 1.5732535985080176e-06, + 1.5708457112850738e-06, + 1.5684391883041826e-06, + 1.5669946833440918e-06, + 1.5662708392483182e-06, + 1.565544835102628e-06, + 1.5643320239178138e-06, + 1.5636028365406673e-06, + 1.5636028365406673e-06, + 1.5626239928678842e-06, + 1.5613982213835698e-06, + 1.5601706309098518e-06, + 1.5591870123898843e-06, + 1.5574636336168624e-06, + 1.5550029957012157e-06, + 1.5537726767433924e-06, + 1.5525409935435164e-06, + 1.5520474789809668e-06, + 1.5505640931223752e-06, + 1.549574221826333e-06, + 1.5483351489820052e-06, + 1.5451174704139703e-06, + 1.5414183280881844e-06, + 1.5362691101472592e-06, + 1.529223823126813e-06, + 1.52201869241253e-06, + 1.514661335022538e-06, + 1.5057659084050101e-06, + 1.4945004522814997e-06, + 1.4810211723670363e-06, + 1.4631541489507072e-06, + 1.4401626913240761e-06, + 1.4126211453913129e-06, + 1.381232095809537e-06, + 1.3447961464407854e-06, + 1.3056981060799444e-06, + 1.2670906244238722e-06, + 1.2301867400310584e-06, + 1.194119931824389e-06, + 1.1607428405113751e-06, + 1.1301382301098784e-06, + 1.102046667256218e-06, + 1.0767726053018123e-06, + 1.0529892051636125e-06, + 1.0312282938684803e-06, + 1.01099067251198e-06, + 9.926797019943479e-07, + 9.757234238350065e-07, + 9.600212251825724e-07, + 9.456706493438105e-07, + 9.322914138465421e-07, + 9.195107963932969e-07, + 9.074269655684475e-07, + 8.956366741585953e-07, + 8.843560976856679e-07, + 8.734464813642262e-07, + 8.628251180198276e-07, + 8.52783273330715e-07, + 8.432867275587341e-07, + 8.343184276782267e-07, + 8.256690762209473e-07, + 8.17504826500226e-07, + 8.096333772300568e-07, + 8.020615496207029e-07, + 7.947704148136836e-07, + 7.877198413552833e-07, + 7.807868200870871e-07, + 7.740768523945007e-07, + 7.674551056879864e-07, + 7.610222496623464e-07, + 7.547120048911893e-07, + 7.486689810320968e-07, + 7.428220101246552e-07, + 7.372982508968562e-07, + 7.318398047573282e-07, + 7.265451245075383e-07, + 7.214372317321249e-07, + 7.161531243582431e-07, + 7.108645263542712e-07, + 7.056509048197768e-07, + 7.006792657193728e-07, + 6.957845357646875e-07, + 6.908605314492888e-07, + 6.860690859866736e-07, + 6.814534572185948e-07, + 6.76930994814029e-07, + 6.723932415297895e-07, + 6.680286332994001e-07, + 6.637051797042659e-07, + 6.596069965780771e-07, + 6.556563221238321e-07, + 6.517936981254024e-07, + 6.480055958490993e-07, + 6.441431423809263e-07, + 6.4050090031742e-07, + 6.367583864630433e-07, + 6.330625978989701e-07, + 6.29351291081548e-07, + 6.257064342207741e-07, + 6.2207556084104e-07, + 6.184935728015262e-07, + 6.147285489532806e-07, + 6.109469268267276e-07, + 6.072331757422944e-07, + 6.03588944159128e-07, + 5.998907681714627e-07, + 5.961056217529404e-07, + 5.923062644797028e-07, + 5.885377731829067e-07, + 5.845863597642165e-07, + 5.807909246868803e-07, + 5.768234814240714e-07, + 5.729310146307398e-07, + 5.690670832336764e-07, + 5.654014785250183e-07, + 5.618991849587474e-07, + 5.582649009738816e-07, + 5.546638135456305e-07, + 5.510642040462699e-07, + 5.472135740092199e-07, + 5.433887508843327e-07, + 5.394953177528805e-07, + 5.356880024010024e-07, + 5.318094622452918e-07, + 5.279059678287013e-07, + 5.238860580902838e-07, + 5.195599328544631e-07, + 5.152105586603284e-07, + 5.1105746479152e-07, + 5.067149118076486e-07, + 5.024746769777266e-07, + 4.98459314712818e-07, + 4.946152785123559e-07, + 4.908644086754066e-07, + 4.870067300544179e-07, + 4.831509841096704e-07, + 4.794178494194057e-07, + 4.75776175790088e-07, + 4.722018616121204e-07, + 4.6870724190739566e-07, + 4.6547506826755125e-07, + 4.623201448339387e-07, + 4.5925855829409556e-07, + 4.563291327031038e-07, + 4.5350950017564173e-07, + 4.5076700416757376e-07, + 4.4803476839661016e-07, + 4.4535420329339104e-07, + 4.426659359069163e-07, + 4.398997646148928e-07, + 4.3714609887501865e-07, + 4.344893511643022e-07, + 4.3193020360376977e-07, + 4.294076632049837e-07, + 4.2698519564510207e-07, + 4.2470210814826714e-07, + 4.2248439058312215e-07, + 4.2030677604998345e-07, + 4.181965209681948e-07, + 4.161047115758265e-07, + 4.1402387296329834e-07, + 4.1199646716449934e-07, + 4.1006535411725054e-07, + 4.0813108626025496e-07, + 4.062559355588746e-07, + 4.044276238346356e-07, + 4.0268716361424595e-07, + 4.009840779417573e-07, + 3.99349033841645e-07, + 3.9776122662260605e-07, + 3.962212815622479e-07, + 3.947065181364451e-07, + 3.9320210021287494e-07, + 3.917065782843565e-07, + 3.901972149833455e-07, + 3.8867301555001177e-07, + 3.8717013239875087e-07, + 3.856837338389596e-07, + 3.8421896420004487e-07, + 3.8277673297670844e-07, + 3.813209445979737e-07, + 3.7990110968166846e-07, + 3.7849309819648624e-07, + 3.7710540823354677e-07, + 3.757510853574786e-07, + 3.744138439287781e-07, + 3.730768867171719e-07, + 3.7173478517615877e-07, + 3.7040746292404947e-07, + 3.6907627531945764e-07, + 3.677759252695978e-07, + 3.6649305457103765e-07, + 3.652301643342071e-07, + 3.639538306288159e-07, + 3.626890361374535e-07, + 3.6141540249445825e-07, + 3.6016334092892066e-07, + 3.5893941685571917e-07, + 3.57704948328319e-07, + 3.564529720279097e-07, + 3.552349028268509e-07, + 3.540204431828897e-07, + 3.5281203736303723e-07, + 3.516307742756908e-07, + 3.50459657738611e-07, + 3.492883706712746e-07, + 3.481393093807128e-07, + 3.47012303336669e-07, + 3.459030608610192e-07, + 3.4481558941479307e-07, + 3.4374792790003994e-07, + 3.426901571401686e-07, + 3.416585911963921e-07, + 3.4064655096699425e-07, + 3.396550596335146e-07, + 3.386764149126975e-07, + 3.3771249263736536e-07, + 3.367613885529863e-07, + 3.358329081493139e-07, + 3.349357768911432e-07, + 3.3406246302547515e-07, + 3.3321626347060374e-07, + 3.323843316138664e-07, + 3.3158346468553646e-07, + 3.308017255676532e-07, + 3.3001094834617106e-07, + 3.292469727966818e-07, + 3.2848879527591635e-07, + 3.2772581448625715e-07, + 3.2696729590497853e-07, + 3.262213112975587e-07, + 3.2549053230468417e-07, + 3.247527047278709e-07, + 3.2402388683294703e-07, + 3.2329140253750666e-07, + 3.225683542495972e-07, + 3.218449080577557e-07, + 3.2112731673805683e-07, + 3.2040492214946426e-07, + 3.1969622682481713e-07, + 3.1899085684017336e-07, + 3.18293899681521e-07, + 3.176148481998098e-07, + 3.169431295191316e-07, + 3.1628260899196903e-07, + 3.156105492507777e-07, + 3.1494016639044276e-07, + 3.142828575164458e-07, + 3.1362452546090935e-07, + 3.129683534552896e-07, + 3.1231618891069957e-07, + 3.116722382401349e-07, + 3.110403099526593e-07, + 3.1042833370520384e-07, + 3.098316199157125e-07, + 3.0924115890229587e-07, + 3.086513231664867e-07, + 3.0806938866589917e-07, + 3.0748958579351893e-07, + 3.069267222599592e-07, + 3.0636158498964505e-07, + 3.0580358156839793e-07, + 3.052501540423691e-07, + 3.0470070555566053e-07, + 3.041587604002416e-07, + 3.036108751075517e-07, + 3.0306779308375553e-07, + 3.0252851956902305e-07, + 3.019860344011249e-07, + 3.0144087759254035e-07, + 3.0089609026617836e-07, + 3.0035576514819695e-07, + 2.99824449712105e-07, + 2.9929776701465016e-07, + 2.9876670737394306e-07, + 2.982390299166582e-07, + 2.977148199079238e-07, + 2.971978858568036e-07, + 2.9667739909200463e-07, + 2.9615281960104767e-07, + 2.9563511816377286e-07, + 2.951112776372611e-07, + 2.9457430628099246e-07, + 2.9404043289105175e-07, + 2.935042004992283e-07, + 2.9296521120159014e-07, + 2.924308262208797e-07, + 2.9189794759076904e-07, + 2.913648131652735e-07, + 2.9082434593874495e-07, + 2.902839071339258e-07, + 2.8975671284570126e-07, + 2.892296322443144e-07, + 2.887052801270329e-07, + 2.881813543353928e-07, + 2.8766481818820466e-07, + 2.871501578738389e-07, + 2.8664024398494803e-07, + 2.8613416702683026e-07, + 2.8563300702444394e-07, + 2.851413682947168e-07, + 2.846507527465292e-07, + 2.8416434361133724e-07, + 2.8369245796966425e-07, + 2.8322833145466575e-07, + 2.8276758712308947e-07, + 2.8230792281647155e-07, + 2.8185522182866407e-07, + 2.814068125189806e-07, + 2.8095874426981027e-07, + 2.8052218681295926e-07, + 2.800863967422629e-07, + 2.796576268337958e-07, + 2.7923655920858437e-07, + 2.7881586106559553e-07, + 2.784013588552625e-07, + 2.779942462893814e-07, + 2.7759193699239404e-07, + 2.7719383410840237e-07, + 2.7679436698235804e-07, + 2.7639688937597384e-07, + 2.760032771220722e-07, + 2.7560977855500823e-07, + 2.7521588208401226e-07, + 2.748225540472049e-07, + 2.744313292168954e-07, + 2.740426623404346e-07, + 2.736484248089255e-07, + 2.7325418727741635e-07, + 2.7286307613394456e-07, + 2.7247455136603094e-07, + 2.720805127864878e-07, + 2.716886342568614e-07, + 2.7129604518449923e-07, + 2.70904507715386e-07, + 2.7051052597926173e-07, + 2.7011682846023177e-07, + 2.6972185196427745e-07, + 2.693300302780699e-07, + 2.6893971494246216e-07, + 2.685512470179674e-07, + 2.6816204012902745e-07, + 2.677751638202608e-07, + 2.673910728390183e-07, + 2.6701147248786583e-07, + 2.666308773768833e-07, + 2.662568761024886e-07, + 2.658815674294601e-07, + 2.6550523557489214e-07, + 2.6513095008340315e-07, + 2.6475433401174087e-07, + 2.643757568421279e-07, + 2.6399806074550725e-07, + 2.63619796214698e-07, + 2.6324497071072983e-07, + 2.628744084631762e-07, + 2.625038177939132e-07, + 2.6213427872789907e-07, + 2.6176482492701325e-07, + 2.6139466058339167e-07, + 2.6102247829840053e-07, + 2.6065242764161667e-07, + 2.602771189685882e-07, + 2.5989925234171096e-07, + 2.595216983536375e-07, + 2.5914371803992253e-07, + 2.5877113785099937e-07, + 2.5840103035079665e-07, + 2.5803919356803817e-07, + 2.5767513989194413e-07, + 2.573132462657668e-07, + 2.569501020843745e-07, + 2.565859062997333e-07, + 2.5622844646022713e-07, + 2.558678602326836e-07, + 2.555047728947102e-07, + 2.5514364665468747e-07, + 2.547866699842416e-07, + 2.5443065965191636e-07, + 2.54072460847965e-07, + 2.53716137876836e-07, + 2.5335972964057873e-07, + 2.530032361391932e-07, + 2.526476805542188e-07, + 2.522910165225767e-07, + 2.5193688202307385e-07, + 2.515837707051105e-07, + 2.5123267732851673e-07, + 2.508799639144854e-07, + 2.505271652353258e-07, + 2.5017439497787564e-07, + 2.4982094259939913e-07, + 2.494694513188733e-07, + 2.4911938112381904e-07, + 2.4877090254449286e-07, + 2.48425351401238e-07, + 2.48081704512515e-07, + 2.4773888185336546e-07, + 2.4739719606259314e-07, + 2.4705488499421335e-07, + 2.4671555820532376e-07, + 2.4637415663164575e-07, + 2.4602960024822096e-07, + 2.456844185871887e-07, + 2.4533940745641303e-07, + 2.449961300499126e-07, + 2.446545295242686e-07, + 2.4431309952888114e-07, + 2.439709021473391e-07, + 2.4363043849007227e-07, + 2.432936696550314e-07, + 2.4295979983435245e-07, + 2.4262880060632597e-07, + 2.4229794348684663e-07, + 2.419656084384769e-07, + 2.416333586552355e-07, + 2.413028994396882e-07, + 2.409756518773065e-07, + 2.406495696050115e-07, + 2.4032766532400274e-07, + 2.4000638632060145e-07, + 2.396861873421585e-07, + 2.3936971160765097e-07, + 2.390538611507509e-07, + 2.387402560088958e-07, + 2.3842787300054624e-07, + 2.3811746530100208e-07, + 2.3780820868068986e-07, + 2.375005010435416e-07, + 2.3719307762348762e-07, + 2.368866205415543e-07, + 2.3658255088321312e-07, + 2.362788222853851e-07, + 2.3597674214670405e-07, + 2.3567658047340956e-07, + 2.3537828042208275e-07, + 2.3508393098836677e-07, + 2.3479152844174678e-07, + 2.3450043329376058e-07, + 2.3420909656124422e-07, + 2.3392269099531404e-07, + 2.3363834600331757e-07, + 2.3335525156653603e-07, + 2.3307258345539594e-07, + 2.3279277172605362e-07, + 2.3251328684636974e-07, + 2.3223455514198577e-07, + 2.3195524079255847e-07, + 2.3167845597527048e-07, + 2.314037317319162e-07, + 2.3113177860523137e-07, + 2.308620281610274e-07, + 2.305931587898158e-07, + 2.3032526996757952e-07, + 2.300591148696185e-07, + 2.2979664038302872e-07, + 2.2953511802370485e-07, + 2.2927254406113207e-07, + 2.2901262752839102e-07, + 2.2875266836308583e-07, + 2.2849545189274068e-07, + 2.2823842016350682e-07, + 2.2798333532136894e-07, + 2.277297710406856e-07, + 2.2747754258034547e-07, + 2.2722653625351086e-07, + 2.2697692259043833e-07, + 2.2672848842830717e-07, + 2.2648016795301373e-07, + 2.2623272855071264e-07, + 2.2598466387080407e-07, + 2.2573512126200512e-07, + 2.254863460393608e-07, + 2.252374144973146e-07, + 2.249896056127909e-07, + 2.247435588742519e-07, + 2.2449654579759226e-07, + 2.2424815426802525e-07, + 2.2400067223316e-07, + 2.2375306230060232e-07, + 2.235071008271916e-07, + 2.2326203463762795e-07, + 2.2301833269011695e-07, + 2.2277610867149633e-07, + 2.2253510678638122e-07, + 2.2229174589938339e-07, + 2.2204835659067612e-07, + 2.2180648784342338e-07, + 2.21565500169163e-07, + 2.2132485355541576e-07, + 2.2108693542577385e-07, + 2.2084812201228488e-07, + 2.2061064441913913e-07, + 2.203754263518931e-07, + 2.2014071987541683e-07, + 2.199083013465497e-07, + 2.1967763075281255e-07, + 2.1944676120710938e-07, + 2.1921687221038155e-07, + 2.189871537439103e-07, + 2.1875705158436176e-07, + 2.1852717679848865e-07, + 2.1829943364082283e-07, + 2.180726283995682e-07, + 2.1784646264677576e-07, + 2.1762137691894168e-07, + 2.173971438423905e-07, + 2.1717406184507126e-07, + 2.1695443308544782e-07, + 2.1673471906069608e-07, + 2.1651622716944985e-07, + 2.1629787738675077e-07, + 2.160802807793516e-07, + 2.1586281206964486e-07, + 2.156454144142117e-07, + 2.1542871309065958e-07, + 2.1521276494240738e-07, + 2.1499653257706086e-07, + 2.1478155076692929e-07, + 2.1456622789628454e-07, + 2.143524966413679e-07, + 2.1414069806269254e-07, + 2.1392972371359065e-07, + 2.1372109415551677e-07, + 2.1351424095428229e-07, + 2.1330679089714977e-07, + 2.130993976834361e-07, + 2.1289312712724495e-07, + 2.1268759553549899e-07, + 2.1248179393751343e-07, + 2.1227558022474113e-07, + 2.1206878386692551e-07, + 2.1186316701005126e-07, + 2.1165818964163918e-07, + 2.1145461914784391e-07, + 2.1125158866652782e-07, + 2.1104914083025506e-07, + 2.1084643719859741e-07, + 2.1064504096557357e-07, + 2.104457621499023e-07, + 2.1024830232363456e-07, + 2.1005141093155544e-07, + 2.0985390847272356e-07, + 2.096568039178237e-07, + 2.0946018253198417e-07, + 2.0926488275563315e-07, + 2.090698245638123e-07, + 2.08879029628406e-07, + 2.08691062653088e-07, + 2.0850328041888133e-07, + 2.0831680558330845e-07, + 2.0813084233850532e-07, + 2.0794595911866054e-07, + 2.0776145959189307e-07, + 2.075796743383762e-07, + 2.0739814488024422e-07, + 2.0721795124245546e-07, + 2.0703622283235745e-07, + 2.0685489232619148e-07, + 2.066742155193424e-07, + 2.064951161173667e-07, + 2.0631517827496282e-07, + 2.0613543938452494e-07, + 2.059558141809248e-07, + 2.0577809323185647e-07, + 2.0560017333082214e-07, + 2.0542201184525766e-07, + 2.0524457511328364e-07, + 2.0506708153789077e-07, + 2.0489103746967885e-07, + 2.047181482112137e-07, + 2.0454589844121074e-07, + 2.0437566661257733e-07, + 2.0420455371095159e-07, + 2.040326450014618e-07, + 2.0386211474487936e-07, + 2.0369037656564615e-07, + 2.0351929208572983e-07, + 2.0334840655777953e-07, + 2.0317752102982922e-07, + 2.030072607794864e-07, + 2.028352668048683e-07, + 2.0266142541913723e-07, + 2.024884508955438e-07, + 2.0231482267263345e-07, + 2.0214260132433992e-07, + 2.019702094457898e-07, + 2.017967943857002e-07, + 2.0162178770988248e-07, + 2.0144618417816673e-07, + 2.0127222910559794e-07, + 2.0109753506858397e-07, + 2.0092302577268129e-07, + 2.0074871542874462e-07, + 2.0057301242104586e-07, + 2.0039774994984327e-07, + 2.002232548647953e-07, + 2.0004894452085864e-07, + 1.9987508892427286e-07, + 1.9970167386418325e-07, + 1.995266245558014e-07, + 1.9935202999477042e-07, + 1.9917789018109033e-07, + 1.9900322456578579e-07, + 1.9882882895672083e-07, + 1.986551296795369e-07, + 1.984807767030361e-07, + 1.9830370945328468e-07, + 1.9812712537259358e-07, + 1.9794950389950827e-07, + 1.9777208137838898e-07, + 1.975949572852187e-07, + 1.9741803214401443e-07, + 1.9724096489426302e-07, + 1.9706487819348695e-07, + 1.9688957308972022e-07, + 1.9671441009450064e-07, + 1.9653904814731504e-07, + 1.9636415515833505e-07, + 1.9618934743448335e-07, + 1.9601512235567498e-07, + 1.9584065569233644e-07, + 1.956669279934431e-07, + 1.9549372609617421e-07, + 1.9532100736796565e-07, + 1.9514894233907398e-07, + 1.949776020637728e-07, + 1.948065317947112e-07, + 1.9463608680325706e-07, + 1.944659828723161e-07, + 1.942965184298373e-07, + 1.9412733820445283e-07, + 1.9395869799154752e-07, + 1.937904130500101e-07, + 1.936225260124047e-07, + 1.9345608848198026e-07, + 1.9329009148805198e-07, + 1.9312494714540662e-07, + 1.9296051334549702e-07, + 1.9279694640772504e-07, + 1.9263342210251722e-07, + 1.9247030991209613e-07, + 1.9230814984894096e-07, + 1.9214664348510269e-07, + 1.919860608268209e-07, + 1.9182664345862577e-07, + 1.9166732556641364e-07, + 1.9150843399984296e-07, + 1.9134914452934026e-07, + 1.9119065086670162e-07, + 1.9103262616226857e-07, + 1.9087464409039967e-07, + 1.9071647727741947e-07, + 1.9055872257922601e-07, + 1.9040108156787028e-07, + 1.9024382424959185e-07, + 1.9008669482900586e-07, + 1.899300627883349e-07, + 1.897738428624507e-07, + 1.8961688397212129e-07, + 1.8946029456401448e-07, + 1.893040177947114e-07, + 1.8914730048891215e-07, + 1.8899008580319787e-07, + 1.8883365271449293e-07, + 1.886774327886087e-07, + 1.885215965558018e-07, + 1.883661440160722e-07, + 1.882104925243766e-07, + 1.8805459944815084e-07, + 1.8789830846799305e-07, + 1.877424438134767e-07, + 1.875866928457981e-07, + 1.8743121188435907e-07, + 1.872771946409557e-07, + 1.8712327687353536e-07, + 1.869697285883376e-07, + 1.868168766350209e-07, + 1.8666439416392677e-07, + 1.865123380184741e-07, + 1.8636021081874787e-07, + 1.8620819730585936e-07, + 1.8605616958211613e-07, + 1.859034028939277e-07, + 1.857510198988166e-07, + 1.8559906322934694e-07, + 1.8544793078945077e-07, + 1.8529705414493947e-07, + 1.8514653277179605e-07, + 1.8499619613976392e-07, + 1.8484621477909968e-07, + 1.8469658868980332e-07, + 1.8454726102845598e-07, + 1.8439824600591237e-07, + 1.8424920256165933e-07, + 1.8410078439501376e-07, + 1.839527499214455e-07, + 1.8380568178599788e-07, + 1.8365929577157658e-07, + 1.8351326502852316e-07, + 1.8336713480948674e-07, + 1.8322140249438235e-07, + 1.8307564175756852e-07, + 1.829305347200716e-07, + 1.827860245384727e-07, + 1.8264175594140397e-07, + 1.8249852473672945e-07, + 1.8235589038795297e-07, + 1.8221361131054437e-07, + 1.820724975232224e-07, + 1.8193212270034564e-07, + 1.8179154892550287e-07, + 1.8165142989801097e-07, + 1.8151166614188696e-07, + 1.8137221502456669e-07, + 1.812324654792974e-07, + 1.8109304278368654e-07, + 1.8095336429269082e-07, + 1.808140552839177e-07, + 1.8067595419779536e-07, + 1.8053815153962205e-07, + 1.804012583761505e-07, + 1.8026464942977327e-07, + 1.8012845259818278e-07, + 1.7999197154949798e-07, + 1.7985584577218106e-07, + 1.7972004684452259e-07, + 1.7958464582079614e-07, + 1.7944955743587343e-07, + 1.793155774976185e-07, + 1.7918225125868048e-07, + 1.7904922344769147e-07, + 1.7891625248012133e-07, + 1.7878393521186808e-07, + 1.786512910939564e-07, + 1.7851900224741257e-07, + 1.783868555094159e-07, + 1.7825496456680412e-07, + 1.7812330099786777e-07, + 1.7799158058551257e-07, + 1.7785987438401207e-07, + 1.7772823923678516e-07, + 1.7759725778887514e-07, + 1.7746641844951228e-07, + 1.773354796341664e-07, + 1.7720481082506012e-07, + 1.7707434096791985e-07, + 1.769445390209512e-07, + 1.7681362862731476e-07, + 1.766824198057293e-07, + 1.7655148099038342e-07, + 1.7642081218127714e-07, + 1.7628991599849542e-07, + 1.7615936087622686e-07, + 1.7602911839276203e-07, + 1.7589908907211793e-07, + 1.7576934396856814e-07, + 1.7564025256433524e-07, + 1.7551141695548722e-07, + 1.753825813466392e-07, + 1.7525401574403077e-07, + 1.751257059368072e-07, + 1.749973392861648e-07, + 1.7486922843090724e-07, + 1.7474135916017985e-07, + 1.7461364620885433e-07, + 1.7448614642034954e-07, + 1.7435816346278443e-07, + 1.7423010945094575e-07, + 1.7410233965620137e-07, + 1.7397479723513243e-07, + 1.7384721218149934e-07, + 1.73719840290687e-07, + 1.7359232629132748e-07, + 1.7346519598504528e-07, + 1.733386341129517e-07, + 1.732123564579524e-07, + 1.7308639144175686e-07, + 1.729606111666726e-07, + 1.7283558406688826e-07, + 1.7271042906941148e-07, + 1.7258507511996868e-07, + 1.7246033223727864e-07, + 1.7233580251740932e-07, + 1.7221179859916447e-07, + 1.7208726887929515e-07, + 1.719629949548107e-07, + 1.7183882050630928e-07, + 1.7171493027490214e-07, + 1.7159128162802517e-07, + 1.7146776087884064e-07, + 1.713444390816221e-07, + 1.712215009774809e-07, + 1.7109924499436602e-07, + 1.7097750060202088e-07, + 1.7085602621591534e-07, + 1.707340118173306e-07, + 1.7061184109934402e-07, + 1.7048947142939141e-07, + 1.7036735755482368e-07, + 1.702455705299144e-07, + 1.7012401087868056e-07, + 1.7000267860112217e-07, + 1.6988190054689767e-07, + 1.6976139249891276e-07, + 1.6964114024631272e-07, + 1.69521570114739e-07, + 1.6940221314598602e-07, + 1.6928308355090849e-07, + 1.6916452239001956e-07, + 1.6904620281366078e-07, + 1.6892840903892647e-07, + 1.6881085684872232e-07, + 1.6869353203219362e-07, + 1.685764914327592e-07, + 1.684596213635814e-07, + 1.6834300708978844e-07, + 1.6822617965317477e-07, + 1.6810952274681767e-07, + 1.679930790032813e-07, + 1.678768768442751e-07, + 1.677605894201406e-07, + 1.6764451515882683e-07, + 1.6752861142776965e-07, + 1.6741296349209733e-07, + 1.672975713518099e-07, + 1.671824065851979e-07, + 1.670674265596972e-07, + 1.669526312753078e-07, + 1.66838404425107e-07, + 1.6672439073772694e-07, + 1.6661039126120158e-07, + 1.6649660494749696e-07, + 1.6638300337490364e-07, + 1.6626960075427633e-07, + 1.6615642550732446e-07, + 1.6604352026661218e-07, + 1.659309987189772e-07, + 1.6581866191245354e-07, + 1.657065382687506e-07, + 1.6559488358325325e-07, + 1.6548382575365395e-07, + 1.6537268265892635e-07, + 1.6526178114872891e-07, + 1.6515143386186537e-07, + 1.6504128552696784e-07, + 1.64930753498993e-07, + 1.6482049147725775e-07, + 1.6471038577492436e-07, + 1.6460053586797585e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.010591802187263966, + -0.007394127082079649, + -0.0025270471815019846, + -0.001626075361855328, + -0.0013414794811978936, + -0.0009483321919105947, + -0.0004968188586644828, + -0.0001553594192955643, + -3.2082743928185664e-06, + 0.0001706887996988371, + 0.0002541763533372432, + 0.0002955191594082862, + 0.0003234407922718674, + 0.0003352870116941631, + 0.0003398732515051961, + 0.0003418971609789878, + 0.00034361836151219904, + 0.0003432614030316472, + 0.0003415106621105224, + 0.0003390686179045588, + 0.00033418842940591276, + 0.0003268986183684319, + 0.00032020051730796695, + 0.0003126648662146181, + 0.00030685061938129365, + 0.0003024705802090466, + 0.0002996693947352469, + 0.000295946461847052, + 0.0002924917498603463, + 0.0002879373205360025, + 0.00028298565302975476, + 0.00027748753200285137, + 0.00027205696096643806, + 0.0002659249003045261, + 0.00025966300745494664, + 0.00025302174617536366, + 0.0002463618293404579, + 0.00024092846433632076, + 0.00023604360467288643, + 0.0002329037233721465, + 0.0002302415232406929, + 0.00022790745424572378, + 0.000225482348469086, + 0.0002233450795756653, + 0.00022051569249015301, + 0.0002177715941797942, + 0.00021522109454963356, + 0.0002127383922925219, + 0.00021053502860013396, + 0.0002082732244161889, + 0.00020638392015825957, + 0.0002047273883363232, + 0.00020249209774192423, + 0.0001997389626922086, + 0.00019681650155689567, + 0.00019393235561437905, + 0.00019051162234973162, + 0.00018767408619169146, + 0.0001852757704909891, + 0.00018260348588228226, + 0.00017977373499888927, + 0.00017727668455336243, + 0.00017450988525524735, + 0.0001715860125841573, + 0.00016876681183930486, + 0.0001660465932218358, + 0.00016391985991504043, + 0.00016188310110010207, + 0.0001600151153979823, + 0.00015843583969399333, + 0.00015672159497626126, + 0.0001551453024148941, + 0.00015361231635324657, + 0.00015207999967969954, + 0.00015062913007568568, + 0.00014937382366042584, + 0.00014833353634458035, + 0.0001471223367843777, + 0.00014604507305193692, + 0.00014512997586280107, + 0.00014419056242331862, + 0.00014340471534524113, + 0.00014262615877669305, + 0.00014209838991519064, + 0.00014150385686662048, + 0.00014091200137045234, + 0.00014025434211362153, + 0.00013946532271802425, + 0.00013865144865121692, + 0.00013788042997475713, + 0.00013708510959986597, + 0.00013613785267807543, + 0.0001353032566839829, + 0.00013457395834848285, + 0.0001336977002210915, + 0.0001328348007518798, + 0.00013195497740525752, + 0.00013111857697367668, + 0.00013032366405241191, + 0.00012962595792487264, + 0.00012893608072772622, + 0.00012803130084648728, + 0.0001270604261662811, + 0.00012610886187758297, + 0.00012507101928349584, + 0.00012387768947519362, + 0.00012276663619559258, + 0.00012173216236988083, + 0.00012074557889718562, + 0.00011975946108577773, + 0.00011884082778124139, + 0.0001180300532723777, + 0.00011734298459487036, + 0.00011668714432744309, + 0.00011606128100538626, + 0.00011546426685526967, + 0.00011487417941680178, + 0.00011408528371248394, + 0.00011337215983076021, + 0.00011261094186920673, + 0.00011192150122951716, + 0.00011122356954729185, + 0.0001105933915823698, + 0.00011010270100086927, + 0.00010965375258820131, + 0.0001092268867068924, + 0.00010873018618440256, + 0.0001082210656022653, + 0.00010773514804895967, + 0.00010718341218307614, + 0.0001066558324964717, + 0.00010615155770210549, + 0.00010577237117104232, + 0.00010542977543082088, + 0.00010515691974433139, + 0.00010490218846825883, + 0.00010458079486852512, + 0.00010421087790746242, + 0.0001037771871779114, + 0.00010336384002584964, + 0.00010288897465215996, + 0.0001024674202199094, + 0.0001020336858346127, + 0.00010158827353734523, + 0.00010117901547346264, + 0.00010068056144518778, + 0.00010021861089626327, + 9.979189053410664e-05, + 9.950445382855833e-05, + 9.924842015607283e-05, + 9.909813525155187e-05, + 9.894789400277659e-05, + 9.885777399176732e-05, + 9.881260484689847e-05, + 9.876729745883495e-05, + 9.869158384390175e-05, + 9.864604362519458e-05, + 9.864604362519458e-05, + 9.858489647740498e-05, + 9.850830247160047e-05, + 9.843158477451652e-05, + 9.837015386437997e-05, + 9.826250607147813e-05, + 9.810876508709043e-05, + 9.803188731893897e-05, + 9.79549004114233e-05, + 9.792404307518154e-05, + 9.783129644347355e-05, + 9.776939259609208e-05, + 9.769195457920432e-05, + 9.74908034550026e-05, + 9.725952259032056e-05, + 9.693752508610487e-05, + 9.649687854107469e-05, + 9.60461693466641e-05, + 9.55858631641604e-05, + 9.502924513071775e-05, + 9.432419756194577e-05, + 9.348105231765658e-05, + 9.236327605322003e-05, + 9.092465916182846e-05, + 8.920105756260455e-05, + 8.723635255591944e-05, + 8.495536167174578e-05, + 8.250730752479285e-05, + 8.008953591343015e-05, + 7.777989958412945e-05, + 7.552221359219402e-05, + 7.343247125390917e-05, + 7.15159039827995e-05, + 6.975635187700391e-05, + 6.817291432525963e-05, + 6.668255082331598e-05, + 6.531861436087638e-05, + 6.404986197594553e-05, + 6.290285818977281e-05, + 6.184044468682259e-05, + 6.085635322961025e-05, + 5.995673927827738e-05, + 5.9117803175468e-05, + 5.831618909724057e-05, + 5.755808888352476e-05, + 5.681820766767487e-05, + 5.611099913949147e-05, + 5.5426848120987415e-05, + 5.4760592320235446e-05, + 5.413050894276239e-05, + 5.35344697709661e-05, + 5.297143434290774e-05, + 5.2428265917114913e-05, + 5.1915420044679195e-05, + 5.1420825911918655e-05, + 5.094556763651781e-05, + 5.0487789849285036e-05, + 5.004498234484345e-05, + 4.960943624610081e-05, + 4.918777267448604e-05, + 4.877154060523026e-05, + 4.8367062845500186e-05, + 4.797018118551932e-05, + 4.7590528993168846e-05, + 4.722308221971616e-05, + 4.687584441853687e-05, + 4.653261203202419e-05, + 4.6199576900107786e-05, + 4.587820149026811e-05, + 4.554563929559663e-05, + 4.521269875112921e-05, + 4.488438571570441e-05, + 4.457167233340442e-05, + 4.426370287546888e-05, + 4.395379437482916e-05, + 4.365214772406034e-05, + 4.336148049333133e-05, + 4.30766012868844e-05, + 4.2790674342541024e-05, + 4.251557766110636e-05, + 4.224339863867499e-05, + 4.19853204220999e-05, + 4.173646084382199e-05, + 4.1493076423648745e-05, + 4.1254315874539316e-05, + 4.101080048712902e-05, + 4.078109850524925e-05, + 4.0545019146520644e-05, + 4.0311813791049644e-05, + 4.007790994364768e-05, + 3.984812065027654e-05, + 3.961915717809461e-05, + 3.9393202314386144e-05, + 3.9155642298283055e-05, + 3.891696542268619e-05, + 3.8682501326547936e-05, + 3.845236642519012e-05, + 3.821876089205034e-05, + 3.7979956687195227e-05, + 3.7740184779977426e-05, + 3.7502290069824085e-05, + 3.7252782931318507e-05, + 3.701305467984639e-05, + 3.676239066408016e-05, + 3.651639417512342e-05, + 3.627213664003648e-05, + 3.6040710256202146e-05, + 3.581952478270978e-05, + 3.558994285413064e-05, + 3.536238364176825e-05, + 3.513485717121512e-05, + 3.489139271550812e-05, + 3.464948895270936e-05, + 3.4403183235554025e-05, + 3.416225445107557e-05, + 3.3917145628947765e-05, + 3.3670392440399155e-05, + 3.341619958519004e-05, + 3.3142561733257025e-05, + 3.286737046437338e-05, + 3.260451921960339e-05, + 3.232959352317266e-05, + 3.20610633934848e-05, + 3.1807150662643835e-05, + 3.156399179715663e-05, + 3.132665005978197e-05, + 3.108247256022878e-05, + 3.083833507844247e-05, + 3.060188464587554e-05, + 3.0371153115993366e-05, + 3.014461435668636e-05, + 2.9923059628345072e-05, + 2.9718476071138866e-05, + 2.9518712835852057e-05, + 2.932479401351884e-05, + 2.913917887781281e-05, + 2.8960459530935623e-05, + 2.8786571419914253e-05, + 2.8613274480449036e-05, + 2.8443197152228095e-05, + 2.8272932468098588e-05, + 2.8097667382098734e-05, + 2.79231298918603e-05, + 2.7754676921176724e-05, + 2.7592352125793695e-05, + 2.7432293791207485e-05, + 2.727853279793635e-05, + 2.7133568437420763e-05, + 2.6992702260031365e-05, + 2.6854642783291638e-05, + 2.672080518095754e-05, + 2.6588086257106625e-05, + 2.6456016712472774e-05, + 2.6327288651373237e-05, + 2.6204632376902737e-05, + 2.608173235785216e-05, + 2.5962544896174222e-05, + 2.5846564312814735e-05, + 2.573610981926322e-05, + 2.5627989089116454e-05, + 2.5524146622046828e-05, + 2.5423270926694386e-05, + 2.5325398382847197e-05, + 2.5229091988876462e-05, + 2.5133409508271143e-05, + 2.503826362953987e-05, + 2.4942424715845846e-05, + 2.4845607185852714e-05, + 2.475010660418775e-05, + 2.4655621018609963e-05, + 2.456247602822259e-05, + 2.447073165967595e-05, + 2.4378094167332165e-05, + 2.4287714040838182e-05, + 2.4198265236918814e-05, + 2.41100751736667e-05, + 2.4023971491260454e-05, + 2.3938924641697668e-05, + 2.3853865059209056e-05, + 2.3768447135807946e-05, + 2.3683945983066224e-05, + 2.3599164705956355e-05, + 2.351632429054007e-05, + 2.343475898669567e-05, + 2.3354434233624488e-05, + 2.327322908968199e-05, + 2.319272971362807e-05, + 2.3111635528039187e-05, + 2.3031889213598333e-05, + 2.295391277584713e-05, + 2.287523602717556e-05, + 2.279560430906713e-05, + 2.2718098989571445e-05, + 2.2640801034867764e-05, + 2.2563857783097774e-05, + 2.2488618924398907e-05, + 2.2414002160076052e-05, + 2.2339347196975723e-05, + 2.2266083760769106e-05, + 2.2194206394487992e-05, + 2.2123605958768167e-05, + 2.205436430813279e-05, + 2.1986361389281228e-05, + 2.191896601289045e-05, + 2.185322045988869e-05, + 2.178869726776611e-05, + 2.1725463739130646e-05, + 2.166303056583274e-05, + 2.16016560443677e-05, + 2.1541078240261413e-05, + 2.1481924704858102e-05, + 2.142474659194704e-05, + 2.136907096428331e-05, + 2.131510518665891e-05, + 2.1262034351821057e-05, + 2.1210928025539033e-05, + 2.116102768923156e-05, + 2.1110650777700357e-05, + 2.106196370732505e-05, + 2.1013631339883432e-05, + 2.0964975192327984e-05, + 2.0916591893183067e-05, + 2.0868994397460483e-05, + 2.082235187117476e-05, + 2.0775247321580537e-05, + 2.0728703020722605e-05, + 2.068201320071239e-05, + 2.0635912733268924e-05, + 2.058977224805858e-05, + 2.0543990103760734e-05, + 2.0497889636317268e-05, + 2.0452651369851083e-05, + 2.0407611373229884e-05, + 2.036309706454631e-05, + 2.0319803297752514e-05, + 2.0276967916288413e-05, + 2.0234832845744677e-05, + 2.019194835156668e-05, + 2.014916026382707e-05, + 2.0107194359297864e-05, + 2.006515205721371e-05, + 2.0023238903377205e-05, + 1.9981569494120777e-05, + 1.9940498532378115e-05, + 1.9900182451237924e-05, + 1.986112692975439e-05, + 1.9823035472654738e-05, + 1.9785335098276846e-05, + 1.974766382772941e-05, + 1.9710489141289145e-05, + 1.967344360309653e-05, + 1.963753493328113e-05, + 1.960147710633464e-05, + 1.9565861293813214e-05, + 1.9530531062628143e-05, + 1.9495444576023147e-05, + 1.9460831026663072e-05, + 1.9425826394581236e-05, + 1.9391121895750985e-05, + 1.9356653865543194e-05, + 1.932203485921491e-05, + 1.9287237591925077e-05, + 1.9252456695539877e-05, + 1.9217952285544015e-05, + 1.9184013581252657e-05, + 1.915036227728706e-05, + 1.9116427210974507e-05, + 1.908269950945396e-05, + 1.904924283735454e-05, + 1.9016244550584815e-05, + 1.8983011614182033e-05, + 1.894951128633693e-05, + 1.891644023999106e-05, + 1.8882970834965818e-05, + 1.8848655599867925e-05, + 1.8814527720678598e-05, + 1.8780243408400565e-05, + 1.874583358585369e-05, + 1.8711711163632572e-05, + 1.867767787189223e-05, + 1.8643619114300236e-05, + 1.8609085600473918e-05, + 1.8574548448668793e-05, + 1.85408480319893e-05, + 1.8507151253288612e-05, + 1.8473676391295157e-05, + 1.844021608121693e-05, + 1.840722507040482e-05, + 1.837434683693573e-05, + 1.8341763279750012e-05, + 1.8309419829165563e-05, + 1.8277383787790313e-05, + 1.8245949831907637e-05, + 1.821457590267528e-05, + 1.8183513020630926e-05, + 1.815337236621417e-05, + 1.812372101994697e-05, + 1.809428067645058e-05, + 1.806490217859391e-05, + 1.8035962057183497e-05, + 1.800729296519421e-05, + 1.7978638425120153e-05, + 1.795076059352141e-05, + 1.7922924598678946e-05, + 1.7895530618261546e-05, + 1.7868624127004296e-05, + 1.784173582564108e-05, + 1.7815238606999628e-05, + 1.7789208868634887e-05, + 1.7763481082511134e-05, + 1.77380188688403e-05, + 1.7712502085487358e-05, + 1.7687107174424455e-05, + 1.7661954188952222e-05, + 1.76368066604482e-05, + 1.7611626390134916e-05, + 1.7586478861630894e-05, + 1.7561460481374525e-05, + 1.7536600353196263e-05, + 1.7511418263893574e-05, + 1.748623253661208e-05, + 1.746123962220736e-05, + 1.7436404959880747e-05, + 1.7411217413609847e-05, + 1.7386160834576003e-05, + 1.7361056961817667e-05, + 1.7336016753688455e-05, + 1.7310814655502327e-05, + 1.728565985104069e-05, + 1.726041955407709e-05, + 1.723537570796907e-05, + 1.721042463032063e-05, + 1.718558996799402e-05, + 1.7160702554974705e-05, + 1.713595884211827e-05, + 1.711139157123398e-05, + 1.70871371665271e-05, + 1.7062815459212288e-05, + 1.7038912119460292e-05, + 1.7014919649227522e-05, + 1.699085987638682e-05, + 1.6966925613814965e-05, + 1.6942840375122614e-05, + 1.6918624169193208e-05, + 1.6894460713956505e-05, + 1.6870288163772784e-05, + 1.6846332073328085e-05, + 1.6822643374325708e-05, + 1.679894921835512e-05, + 1.677532054600306e-05, + 1.6751690054661594e-05, + 1.672801408858504e-05, + 1.670420533628203e-05, + 1.6680529370205477e-05, + 1.6656542356940918e-05, + 1.6632387996651232e-05, + 1.6608248188276775e-05, + 1.658407927607186e-05, + 1.6560252333874814e-05, + 1.6536581824766472e-05, + 1.6513433365616947e-05, + 1.6490143025293946e-05, + 1.6467010937049054e-05, + 1.6443798813270405e-05, + 1.6420513929915614e-05, + 1.6397656509070657e-05, + 1.6374597180401906e-05, + 1.6351374142686836e-05, + 1.6328274796251208e-05, + 1.6305435565300286e-05, + 1.6282658179989085e-05, + 1.6259758922387846e-05, + 1.623697971808724e-05, + 1.621419141883962e-05, + 1.6191392205655575e-05, + 1.6168653019121848e-05, + 1.6145837435033172e-05, + 1.612318192201201e-05, + 1.6100588254630566e-05, + 1.607814738235902e-05, + 1.6055597370723262e-05, + 1.6033038264140487e-05, + 1.6010480976547115e-05, + 1.5987874576239847e-05, + 1.5965390048222616e-05, + 1.5942998288664967e-05, + 1.5920701116556302e-05, + 1.5898589481366798e-05, + 1.5876621546340175e-05, + 1.5854700905038044e-05, + 1.5832853023312055e-05, + 1.5810959666850977e-05, + 1.5789255485287867e-05, + 1.5767414879519492e-05, + 1.574537054693792e-05, + 1.5723284377600066e-05, + 1.5701229131082073e-05, + 1.567928120493889e-05, + 1.5657435142202303e-05, + 1.563559999340214e-05, + 1.561371209390927e-05, + 1.5591933333780617e-05, + 1.5570385585306212e-05, + 1.554902337375097e-05, + 1.5527844880125485e-05, + 1.5506688214372844e-05, + 1.548543878016062e-05, + 1.54641911649378e-05, + 1.54430545080686e-05, + 1.5422121578012593e-05, + 1.540126140753273e-05, + 1.5380666809505783e-05, + 1.5360108591266908e-05, + 1.533963586553e-05, + 1.5319397789426148e-05, + 1.5299199731089175e-05, + 1.5279141734936275e-05, + 1.5259160136338323e-05, + 1.5239303138514515e-05, + 1.5219515262288041e-05, + 1.5199826520984061e-05, + 1.5180153241090011e-05, + 1.5160559087235015e-05, + 1.5141112271521706e-05, + 1.5121686374186538e-05, + 1.5102364159247372e-05, + 1.5083162907103542e-05, + 1.5064077160786837e-05, + 1.5045243344502524e-05, + 1.5026531400508247e-05, + 1.5007919500931166e-05, + 1.498928941146005e-05, + 1.4970971278671641e-05, + 1.4952783203625586e-05, + 1.4934675164113287e-05, + 1.4916589861968532e-05, + 1.4898687368258834e-05, + 1.4880803064443171e-05, + 1.4862966054352e-05, + 1.4845104487903882e-05, + 1.4827402992523275e-05, + 1.4809831554885022e-05, + 1.479243474022951e-05, + 1.4775178897252772e-05, + 1.4757976714463439e-05, + 1.4740833648829721e-05, + 1.4723800632054918e-05, + 1.4707017726323102e-05, + 1.4690291209262796e-05, + 1.467349829908926e-05, + 1.4656872735940851e-05, + 1.4640242625318933e-05, + 1.462378440919565e-05, + 1.460733801650349e-05, + 1.459101440559607e-05, + 1.4574786291632336e-05, + 1.4558655493601691e-05, + 1.4542601093125995e-05, + 1.4526634913636371e-05, + 1.451074149372289e-05, + 1.449485444027232e-05, + 1.4479021956503857e-05, + 1.4463149454968516e-05, + 1.4447179637500085e-05, + 1.4431269846681971e-05, + 1.4415349141927436e-05, + 1.4399497558770236e-05, + 1.4383757843461353e-05, + 1.4367955373018049e-05, + 1.435206377209397e-05, + 1.4336226740851998e-05, + 1.432038152415771e-05, + 1.4304639989859425e-05, + 1.4288967577158473e-05, + 1.4273379747464787e-05, + 1.4257885595725384e-05, + 1.4242467841540929e-05, + 1.4226897292246576e-05, + 1.4211324014468119e-05, + 1.4195846233633347e-05, + 1.418042211298598e-05, + 1.4165020729706157e-05, + 1.4149803064356092e-05, + 1.4134527191345114e-05, + 1.4119335901341401e-05, + 1.4104287402005866e-05, + 1.408926891599549e-05, + 1.4074396858632099e-05, + 1.405963394063292e-05, + 1.4044858289707918e-05, + 1.4030154488864355e-05, + 1.401545978296781e-05, + 1.4000739611219615e-05, + 1.3986032172397245e-05, + 1.3971462067274842e-05, + 1.395694835082395e-05, + 1.394247647112934e-05, + 1.3928070984547958e-05, + 1.391371824865928e-05, + 1.3899449186283164e-05, + 1.3885400221624877e-05, + 1.3871344890503678e-05, + 1.3857365047442727e-05, + 1.3843393389834091e-05, + 1.3829469025949948e-05, + 1.3815551938023418e-05, + 1.3801638488075696e-05, + 1.3787777788820677e-05, + 1.3773963473795447e-05, + 1.3760130059381481e-05, + 1.374637577100657e-05, + 1.3732599654758815e-05, + 1.3718923582928255e-05, + 1.3705369383387733e-05, + 1.3691867025045212e-05, + 1.3678513823833782e-05, + 1.3665281585417688e-05, + 1.3652011148224119e-05, + 1.3638743439514656e-05, + 1.3625545761897229e-05, + 1.3612394468509592e-05, + 1.359922498522792e-05, + 1.3586027307610493e-05, + 1.3572792340710294e-05, + 1.3559639228333253e-05, + 1.3546527043217793e-05, + 1.3533503988583107e-05, + 1.3520514585252386e-05, + 1.3507559742720332e-05, + 1.3494589438778348e-05, + 1.3481700989359524e-05, + 1.3468947145156562e-05, + 1.3456309716275427e-05, + 1.3443715033645276e-05, + 1.3431081242742948e-05, + 1.3418472008197568e-05, + 1.3405890967987943e-05, + 1.3393393601290882e-05, + 1.338091169600375e-05, + 1.3368699910643045e-05, + 1.3356670024222694e-05, + 1.3344657418201678e-05, + 1.3332728485693224e-05, + 1.3320831385499332e-05, + 1.3309003406902775e-05, + 1.329719725617906e-05, + 1.3285565728438087e-05, + 1.327394784311764e-05, + 1.3262415450299159e-05, + 1.3250783922558185e-05, + 1.3239183317637071e-05, + 1.3227624549472239e-05, + 1.32161649162299e-05, + 1.3204651622800156e-05, + 1.3193150152801536e-05, + 1.318165595876053e-05, + 1.3170281818020158e-05, + 1.3158894034859259e-05, + 1.3147497156751342e-05, + 1.3136146662873216e-05, + 1.312479071202688e-05, + 1.3113526620145421e-05, + 1.3102463526593056e-05, + 1.309144136030227e-05, + 1.3080546523269732e-05, + 1.3069595297565684e-05, + 1.3058593140158337e-05, + 1.304768375121057e-05, + 1.3036696145718452e-05, + 1.3025750376982614e-05, + 1.3014815522183198e-05, + 1.3003880667383783e-05, + 1.2992984011361841e-05, + 1.2981977306480985e-05, + 1.2970850548299495e-05, + 1.2959785635757726e-05, + 1.2948677067470271e-05, + 1.2937658539158292e-05, + 1.2926629096909892e-05, + 1.2915531442558859e-05, + 1.2904331924801227e-05, + 1.2893093298771419e-05, + 1.2881960174127016e-05, + 1.2870777936768718e-05, + 1.2859614798799157e-05, + 1.2848462574766017e-05, + 1.2837220310757402e-05, + 1.2826006241084542e-05, + 1.2814839465136174e-05, + 1.2803685422113631e-05, + 1.2792558663932141e-05, + 1.2781458281097002e-05, + 1.2770259672834072e-05, + 1.2759089258906897e-05, + 1.2747947039315477e-05, + 1.2736771168420091e-05, + 1.2725610758934636e-05, + 1.2714495824184269e-05, + 1.2703336324193515e-05, + 1.2692004929704126e-05, + 1.2680702639045194e-05, + 1.2669338502746541e-05, + 1.2657986189879011e-05, + 1.2646652976400219e-05, + 1.2635333405341953e-05, + 1.2624002920347266e-05, + 1.2612733371497598e-05, + 1.2601513844856527e-05, + 1.2590302503667772e-05, + 1.2579078429553192e-05, + 1.2567889825731982e-05, + 1.2556703950394876e-05, + 1.2545556273835246e-05, + 1.253439040738158e-05, + 1.2523272744147107e-05, + 1.2512186913227197e-05, + 1.2501132914621849e-05, + 1.2490118933783378e-05, + 1.2479157703637611e-05, + 1.2468213753891177e-05, + 1.2457307093427517e-05, + 1.2446422260836698e-05, + 1.243557835550746e-05, + 1.2424750821082853e-05, + 1.2413956937962212e-05, + 1.2403185792209115e-05, + 1.2392440112307668e-05, + 1.2381790838844609e-05, + 1.2371169759717304e-05, + 1.2360603250272106e-05, + 1.2350080396572594e-05, + 1.2339613022049889e-05, + 1.2329147466516588e-05, + 1.2318706467340235e-05, + 1.2308327313803602e-05, + 1.229799454449676e-05, + 1.2287720892345533e-05, + 1.2277519090275746e-05, + 1.2267324564163573e-05, + 1.2257156413397752e-05, + 1.224696279678028e-05, + 1.2236818292876706e-05, + 1.222670471179299e-05, + 1.2216592949698679e-05, + 1.2206473002152052e-05, + 1.2196379429951776e-05, + 1.218629131471971e-05, + 1.2176228665339295e-05, + 1.2166172382421792e-05, + 1.2156149750808254e-05, + 1.2146151675551664e-05, + 1.2136106306570582e-05, + 1.2126088222430553e-05, + 1.211608832818456e-05, + 1.2106062058592215e-05, + 1.2096001228201203e-05, + 1.2085990420018788e-05, + 1.2075992344762199e-05, + 1.2066018825862557e-05, + 1.2056068044330459e-05, + 1.2046104529872537e-05, + 1.2036130101478193e-05, + 1.20261302072322e-05, + 1.2016155778837856e-05, + 1.2006188626401126e-05, + 1.199623875436373e-05, + 1.1986381650785916e-05, + 1.1976530913671013e-05, + 1.1966702004428953e-05, + 1.1956922207900789e-05, + 1.1947165148740169e-05, + 1.1937435374420602e-05, + 1.1927701052627526e-05, + 1.1917973097297363e-05, + 1.1908243322977796e-05, + 1.1898466254933737e-05, + 1.1888711924257223e-05, + 1.1878984878421761e-05, + 1.1869315130752511e-05, + 1.1859661753987893e-05, + 1.1850029295601416e-05, + 1.1840408660646062e-05, + 1.1830808944068849e-05, + 1.1821232874353882e-05, + 1.1811675904027652e-05, + 1.180213803309016e-05, + 1.179260198114207e-05, + 1.1783105037466157e-05, + 1.1773632650147192e-05, + 1.1764221198973246e-05, + 1.1754852494050283e-05, + 1.1745506526494864e-05, + 1.1736154192476533e-05, + 1.1726827324309852e-05, + 1.1717497727659065e-05, + 1.1708212696248665e-05, + 1.1698964044626337e-05, + 1.1689732673403341e-05, + 1.1680565876304172e-05, + 1.1671438187477179e-05, + 1.1662331417028327e-05, + 1.165329922514502e-05, + 1.1644315236480907e-05, + 1.1635321243375074e-05, + 1.1626355444604997e-05, + 1.1617411473707762e-05, + 1.1608487511693966e-05, + 1.1599545359786134e-05, + 1.1590621397772338e-05, + 1.1581681974348612e-05, + 1.1572764378797729e-05, + 1.1563924999791197e-05, + 1.1555107448657509e-05, + 1.1546349014679436e-05, + 1.1537606951605994e-05, + 1.15288894448895e-05, + 1.1520155567268375e-05, + 1.1511444427014794e-05, + 1.1502751476655249e-05, + 1.1494084901642054e-05, + 1.1485441973491106e-05, + 1.1476868166937493e-05, + 1.146833528764546e-05, + 1.1459823326731566e-05, + 1.1451314094301779e-05, + 1.144284487963887e-05, + 1.143435565609252e-05, + 1.1425887350924313e-05, + 1.1417429959692527e-05, + 1.1408989848860074e-05, + 1.1400566108932253e-05, + 1.1392136912036221e-05, + 1.1383706805645488e-05, + 1.1375282156222966e-05, + 1.1366899343556724e-05, + 1.13585247163428e-05, + 1.135014281317126e-05, + 1.1341778190399054e-05, + 1.1333429029036779e-05, + 1.132512443291489e-05, + 1.131674707721686e-05, + 1.130834971263539e-05, + 1.1299969628453255e-05, + 1.1291606824670453e-05, + 1.128322855947772e-05, + 1.1274871212663129e-05, + 1.1266537512710784e-05, + 1.1258218364673667e-05, + 1.124991467804648e-05, + 1.1241653737670276e-05, + 1.1233408258704003e-05, + 1.122516277973773e-05, + 1.1216933671676088e-05, + 1.1208720934519079e-05, + 1.120050364988856e-05, + 1.1192307283636183e-05, + 1.118412365030963e-05, + 1.1175950930919498e-05, + 1.1167791853949893e-05, + 1.1159601854160428e-05, + 1.1151406397402752e-05, + 1.114322822104441e-05, + 1.1135064596601296e-05, + 1.1126899153168779e-05, + 1.1118750080640893e-05, + 1.1110589184681885e-05, + 1.1102453754574526e-05, + 1.1094353794760536e-05, + 1.1086272024840582e-05, + 1.1078208444814663e-05, + 1.1070158507209271e-05, + 1.1062155863328371e-05, + 1.1054145943489857e-05, + 1.1046125109714922e-05, + 1.1038141565222759e-05, + 1.1030172572645824e-05, + 1.1022236321878154e-05, + 1.1014265510311816e-05, + 1.1006311979144812e-05, + 1.0998363904946018e-05, + 1.0990434930135962e-05, + 1.0982522326230537e-05, + 1.0974617907777429e-05, + 1.0966724403260741e-05, + 1.0958856364595704e-05, + 1.0951031981676351e-05, + 1.0943240340566263e-05, + 1.0935465070360806e-05, + 1.0927655239356682e-05, + 1.0919837222900242e-05, + 1.0912005564023275e-05, + 1.0904192095040344e-05, + 1.0896396815951448e-05, + 1.0888616998272482e-05, + 1.0880849913519341e-05, + 1.0873119208554272e-05, + 1.0865404874493834e-05, + 1.0857711458811536e-05, + 1.085005987988552e-05, + 1.0842422852874734e-05, + 1.083479764929507e-05, + 1.0827209734998178e-05, + 1.0819636372616515e-05, + 1.081209848052822e-05, + 1.0804573321365751e-05, + 1.0797063623613212e-05, + 1.0789573934744112e-05, + 1.0782095159811433e-05, + 1.0774631846288685e-05, + 1.0767155799840111e-05, + 1.0759688848338556e-05, + 1.0752236448752228e-05, + 1.074479860108113e-05, + 1.073735529644182e-05, + 1.072992745321244e-05, + 1.0722510523919482e-05, + 1.0715109965531155e-05, + 1.0707725778047461e-05, + 1.0700355232984293e-05, + 1.0692996511352248e-05, + 1.0685649613151327e-05, + 1.0678337275749072e-05, + 1.0671040399756748e-05, + 1.0663745342753828e-05, + 1.0656464837666135e-05, + 1.064919342752546e-05, + 1.0641936569300015e-05, + 1.0634693353495095e-05, + 1.0627466508594807e-05, + 1.0620264220051467e-05, + 1.0613072845444549e-05, + 1.0605897841742262e-05, + 1.0598752851365134e-05, + 1.059164605976548e-05, + 1.0584532901702914e-05, + 1.0577435205050278e-05, + 1.057037206919631e-05, + 1.0563321666268166e-05, + 1.0556246706983075e-05, + 1.0549188118602615e-05, + 1.0542143172642682e-05, + 1.0535113688092679e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.5422534942626953, + 0.5714285373687744, + 0.5, + 1.0, + 1.0, + 1.0, + 0.8333333134651184, + 1.0, + 1.0, + 0.9090908765792847, + 1.0, + 0.75, + 0.6666666269302368, + 0.8333333134651184, + 1.0, + 1.0, + 1.0, + 0.8999999761581421, + 1.0, + 1.0, + 0.9545454382896423, + 1.0, + 0.8400000333786011, + 0.761904776096344, + 0.625, + 1.0, + 0.9230769276618958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8974359035491943, + 0.9714285731315613, + 0.6764705777168274, + 0.8695652484893799, + 0.8999999761581421, + 1.0, + 0.8947368264198303, + 1.0, + 1.0, + 0.95652174949646, + 1.0, + 0.9090908765792847, + 1.0, + 0.8571428656578064, + 0.8888888955116272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.875, + 0.8857142925262451, + 1.0, + 1.0, + 0.925000011920929, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8199999928474426, + 1.0, + 0.9512194991111755, + 0.8717948794364929, + 1.0, + 0.9473684430122375, + 1.0, + 1.0, + 0.9729729890823364, + 0.8888888955116272, + 0.84375, + 1.0, + 0.90625, + 0.8620689511299133, + 1.0, + 0.8461538553237915, + 1.0, + 0.6818181872367859, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9583333134651184, + 1.0, + 1.0, + 0.8965517282485962, + 0.8846153616905212, + 1.0, + 1.0, + 1.0, + 0.9655172228813171, + 0.9642857313156128, + 0.8888888955116272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.95652174949646, + 0.9545454382896423, + 0.976190447807312, + 1.0, + 0.9523809552192688, + 0.8999999761581421, + 0.8611111044883728, + 0.9677419662475586, + 0.9666666388511658, + 0.9655172228813171, + 1.0, + 1.0, + 0.9210526347160339, + 1.0, + 0.9210526347160339, + 1.0, + 0.9166666865348816, + 0.7878787517547607, + 0.9230769276618958, + 0.9583333134651184, + 1.0, + 1.0, + 0.9642857313156128, + 1.0, + 0.9677419662475586, + 0.9666666388511658, + 0.7586206793785095, + 0.9090908765792847, + 0.800000011920929, + 0.9375, + 1.0, + 1.0, + 1.0, + 0.9615384340286255, + 1.0, + 0.8965517282485962, + 1.0, + 1.0, + 0.9285714030265808, + 1.0, + 0.9375, + 0.9333333373069763, + 0.6785714626312256, + 0.8947368264198303, + 0.5882352590560913, + 1.0, + 0.6000000238418579, + 0.5, + 1.0, + 1.0, + 0.6000000238418579, + 0.0, + NaN, + 1.0, + 1.0, + 0.800000011920929, + 1.0, + 1.0, + 0.5, + 1.0, + 0.3999999761581421, + 1.0, + 0.6666666269302368, + 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, + 1.0, + 1.0, + 0.9813084006309509, + 1.0, + 0.9906832575798035, + 1.0, + 0.971875011920929, + 0.9903537034988403, + 0.9870129823684692, + 0.9703947305679321, + 0.9864406585693359, + 1.0, + 0.9965928196907043, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920508861541748, + 0.9903846383094788, + 0.9870550036430359, + 1.0, + 0.9837133288383484, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907692074775696, + 1.0, + 0.9751552939414978, + 1.0, + 1.0, + 0.9937499761581421, + 1.0, + 1.0, + 1.0, + 0.983146071434021, + 1.0, + 1.0, + 1.0, + 0.9918699264526367, + 1.0, + 1.0, + 0.9895012974739075, + 1.0, + 0.9739583134651184, + 0.9893048405647278, + 1.0, + 1.0, + 1.0, + 0.9666666388511658, + 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, + 0.9910203814506531, + 1.0, + 1.0, + 1.0, + 0.9794420003890991, + 0.9850075244903564, + 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, + 0.9929922819137573, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9669837951660156, + 1.0, + 1.0, + 0.9966310858726501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977924823760986, + 0.9774336218833923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9833472371101379, + 1.0, + 1.0, + 1.0, + 0.9800244569778442, + 1.0, + 0.9863579869270325, + 0.9966471195220947, + 0.9945332407951355, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996508359909058, + 1.0, + 1.0, + 0.9993190169334412, + 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, + 0.9958333373069763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947928786277771, + 1.0, + 0.9983349442481995, + 1.0, + 1.0, + 1.0, + 0.9934148788452148, + 0.9825994372367859, + 0.9891579151153564, + 0.9839240312576294, + 0.9977719783782959, + 0.9764297008514404, + 0.9893279075622559, + 1.0, + 0.9789552688598633, + 1.0, + 1.0, + 1.0, + 0.9960312247276306, + 0.9917818307876587, + 1.0, + 1.0, + 1.0, + 0.9992756247520447, + 1.0, + 1.0, + 1.0, + 0.993004560470581, + 1.0, + 0.9997668862342834, + 0.9855427145957947, + 1.0, + 0.9940863251686096, + 1.0, + 1.0, + 0.9912853837013245, + 1.0, + 1.0, + 1.0, + 0.9979686141014099, + 0.991631805896759, + 0.9781047105789185, + 0.984376847743988, + 0.9985787272453308, + 1.0, + 0.9955288767814636, + 1.0, + 0.9793062806129456, + 1.0, + 0.9957310557365417, + 1.0, + 1.0, + 0.9942891001701355, + 1.0, + 0.9992955327033997, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912688732147217, + 0.9990848898887634, + 1.0, + 1.0, + 1.0, + 0.9937092661857605, + 1.0, + 1.0, + 0.9947356581687927, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840869307518005, + 1.0, + 1.0, + 1.0, + 0.9941973090171814, + 1.0, + 0.9990317821502686, + 1.0, + 0.998256504535675, + 0.9887444376945496, + 1.0, + 0.9990242123603821, + 0.9773393273353577, + 0.9906056523323059, + 0.9995964765548706, + 1.0, + 0.9915611743927002, + 0.9971631169319153, + 1.0, + 0.9806060791015625, + 1.0, + 0.9900532960891724, + 0.9879854917526245, + 1.0, + 0.9910295009613037, + 0.9877907633781433, + 0.9936068058013916, + 0.9948525428771973, + 1.0, + 1.0, + 0.9955142736434937, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987319111824036, + 1.0, + 1.0, + 0.9975229501724243, + 0.9987584352493286, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976472854614258, + 1.0, + 1.0, + 1.0, + 0.9996109008789062, + 0.9982483386993408, + 0.9937609434127808, + 1.0, + 0.9879330396652222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996436595916748, + 0.9939770102500916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998164772987366, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913929104804993, + 0.9989369511604309, + 0.983150064945221, + 1.0, + 0.9994649291038513, + 1.0, + 1.0, + 0.9868467450141907, + 1.0, + 1.0, + 1.0, + 0.9939435720443726, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984906911849976, + 1.0, + 0.9996649622917175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970765113830566, + 0.9998371005058289, + 1.0, + 1.0, + 1.0, + 0.9966205358505249, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946409463882446, + 0.9967672228813171, + 0.9966022968292236, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955947399139404, + 1.0, + 0.9923838376998901, + 1.0, + 1.0, + 0.9934331178665161, + 1.0, + 0.9980073571205139, + 1.0, + 0.9986191987991333, + 1.0, + 0.9998465776443481, + 1.0, + 1.0, + 0.9971005916595459, + 1.0, + 0.9993900656700134, + 0.9983216524124146, + 0.9986245036125183, + 0.9912763833999634, + 0.9979928731918335, + 1.0, + 1.0, + 0.9875365495681763, + 0.9971953630447388, + 0.9998437762260437, + 1.0, + 0.9940791726112366, + 1.0, + 1.0, + 1.0, + 0.9951945543289185, + 0.9967289566993713, + 0.9940615892410278, + 0.9959126114845276, + 1.0, + 1.0, + 0.9974775314331055, + 0.9900426864624023, + 1.0, + 1.0, + 0.9938242435455322, + 1.0, + 0.9933344125747681, + 1.0, + 0.9961771368980408, + 0.9977614283561707, + 0.9983974099159241, + 0.9988763928413391, + 0.9980716705322266, + 0.9988729953765869, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992130994796753, + 0.9965348839759827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970597624778748, + 1.0, + 0.9981375336647034, + 0.9975120425224304, + 0.9985970258712769, + 1.0, + 1.0, + 0.9973914623260498, + 1.0, + 1.0, + 0.9923242330551147, + 1.0, + 0.998003363609314, + 0.9939981698989868, + 1.0, + 0.993661105632782, + 0.9959545731544495, + 1.0, + 0.9992221593856812, + 1.0, + 1.0, + 1.0, + 0.9939898252487183, + 0.9993798732757568, + 1.0, + 0.998604416847229, + 0.9995341897010803, + 0.9981358051300049, + 0.9877042770385742, + 1.0, + 0.99764484167099, + 1.0, + 0.9996860027313232, + 1.0, + 1.0, + 1.0, + 0.999687671661377, + 1.0, + 0.997356116771698, + 1.0, + 0.9958093762397766, + 0.9940773248672485, + 0.9992160797119141, + 0.9918406009674072, + 0.9944629073143005, + 1.0, + 1.0, + 0.9976340532302856, + 0.9993675947189331, + 1.0, + 1.0, + 1.0, + 0.997350811958313, + 0.9998437762260437, + 0.9960931539535522, + 1.0, + 1.0, + 1.0, + 0.9965640902519226, + 0.9923209547996521, + 0.993682861328125, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960548877716064, + 1.0, + 0.9808604717254639, + 0.9877439141273499, + 1.0, + 0.9955990314483643, + 0.999836266040802, + 0.9967250823974609, + 1.0, + 0.9876847267150879, + 1.0, + 0.9950182437896729, + 1.0, + 1.0, + 0.9988448619842529, + 0.993722140789032, + 1.0, + 1.0, + 1.0, + 0.9919368028640747, + 1.0, + 1.0, + 0.998353123664856, + 1.0, + 0.9942424893379211, + 0.9844473600387573, + 0.9984874129295349, + 0.9905740022659302, + 1.0, + 1.0, + 0.9943048357963562, + 1.0, + 0.9984980225563049, + 1.0, + 1.0, + 0.9986675381660461, + 1.0, + 1.0, + 0.9973987936973572, + 1.0, + 0.9941691160202026, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993039071559906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982826113700867, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986202716827393, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972001314163208, + 0.9982267022132874, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992657899856567, + 1.0, + 0.9983903765678406, + 0.9997068643569946, + 0.9998533725738525, + 0.9989736080169678, + 0.9983854293823242, + 1.0, + 0.9991188049316406, + 1.0, + 0.9988247156143188, + 1.0, + 0.999559223651886, + 1.0, + 1.0, + 0.9939767718315125, + 1.0, + 0.99733966588974, + 0.9982216954231262, + 0.9973278045654297, + 1.0, + 1.0, + 0.9965839982032776, + 0.9985097050666809, + 0.9967164397239685, + 0.9952081441879272, + 1.0, + 0.999699592590332, + 1.0, + 0.9974585175514221, + 0.9994004964828491, + 1.0, + 1.0, + 0.9997017979621887, + 1.0, + 1.0, + 1.0, + 0.9991081953048706, + 0.9998512268066406, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975171685218811, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998555779457092, + 1.0, + 1.0, + 0.9930835962295532, + 1.0, + 1.0, + 0.9979721903800964, + 1.0, + 0.9995645880699158, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997137188911438, + 0.9968499541282654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998566508293152, + 1.0, + 1.0, + 1.0, + 0.9982854723930359, + 0.9997137784957886, + 0.9958482384681702, + 0.9976998567581177, + 0.9998559355735779, + 1.0, + 0.9995689392089844, + 1.0, + 0.9978494644165039, + 0.998275876045227, + 1.0, + 0.9951093196868896, + 0.9979763031005859, + 0.9998551607131958, + 0.9940605759620667, + 0.9969396591186523, + 1.0, + 0.9989804625511169, + 0.9997084140777588, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995660781860352, + 0.9934886693954468, + 1.0, + 0.9954850077629089, + 1.0, + 0.9992685914039612, + 1.0, + 0.9995626211166382, + 0.9998541474342346, + 0.9991247057914734, + 0.9998539686203003, + 0.9940128326416016, + 0.9972087740898132, + 0.9997053742408752, + 1.0, + 0.9973517656326294, + 1.0, + 0.9995594024658203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970832467079163, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996796727180481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995700120925903, + 0.9997132420539856, + 1.0, + 1.0, + 0.9969892501831055, + 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, + 0.9990144968032837, + 0.9976043105125427, + 0.9998587369918823, + 0.9997174143791199, + 1.0, + 0.9961858987808228, + 1.0, + 1.0, + 0.9973235726356506, + 1.0, + 0.9980228543281555, + 1.0, + 1.0, + 1.0, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 0.998878002166748, + 0.9964897632598877, + 0.9977455139160156, + 0.9998587965965271, + 1.0, + 1.0, + 1.0, + 0.9998606443405151, + 0.9995818734169006, + 1.0, + 1.0, + 0.9973515272140503, + 0.9998602271080017, + 0.9997204542160034, + 0.9965044856071472, + 1.0, + 1.0, + 0.9971945285797119, + 1.0, + 0.9973273277282715, + 1.0, + 1.0, + 0.9995768666267395, + 1.0, + 0.9998589754104614, + 1.0, + 1.0, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997199773788452, + 0.9997198581695557, + 1.0, + 1.0, + 1.0, + 0.9971996545791626, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999579668045044, + 0.9984580874443054, + 1.0, + 1.0, + 0.9976140260696411, + 0.9964828491210938, + 1.0, + 0.9997183680534363, + 0.9969013929367065, + 1.0, + 1.0, + 0.9995783567428589, + 1.0, + 0.9995782971382141 + ], + "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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..3767e9fb6c9c46a5237dc310e48ad6aa1065a0d7 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 14215.2998046875, + "strength": 8377.94921875, + "max_strength": 14352.0, + "final_strength": 14222.0, + "sample_efficiency": 1.6460060692224943e-07, + "training_efficiency": 1.053511459758738e-05, + "stability": 0.9983844757080078 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..3767e9fb6c9c46a5237dc310e48ad6aa1065a0d7 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 14215.2998046875, + "strength": 8377.94921875, + "max_strength": 14352.0, + "final_strength": 14222.0, + "sample_efficiency": 1.6460060692224943e-07, + "training_efficiency": 1.053511459758738e-05, + "stability": 0.9983844757080078 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..d1fe4c17de184d10547600eed14608bbf9ba561a --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 14215.2998046875, + "strength": 8377.94921875, + "max_strength": 14352.0, + "final_strength": 14222.0, + "sample_efficiency": 1.6460060692224943e-07, + "training_efficiency": 1.053511459758738e-05, + "stability": 0.9983844757080078 + }, + "local": { + "mean_returns": [ + 26.66666603088379, + 42.42424392700195, + 50.90909194946289, + 45.0, + 42.0, + 40.0, + 42.0, + 46.0, + 50.0, + 48.0, + 60.0, + 60.0, + 58.0, + 62.0, + 56.0, + 50.0, + 48.0, + 58.0, + 58.0, + 58.0, + 56.0, + 68.0, + 82.0, + 80.0, + 88.0, + 80.0, + 70.0, + 58.0, + 64.0, + 62.0, + 70.0, + 74.0, + 80.0, + 82.0, + 92.0, + 98.0, + 108.0, + 116.0, + 108.0, + 106.0, + 84.0, + 78.0, + 74.0, + 76.0, + 72.0, + 84.0, + 84.0, + 82.0, + 82.0, + 78.0, + 80.0, + 74.0, + 70.0, + 82.0, + 94.0, + 100.0, + 102.0, + 118.0, + 108.0, + 100.0, + 110.0, + 118.0, + 112.0, + 124.0, + 134.0, + 136.0, + 138.0, + 120.0, + 120.0, + 116.0, + 106.0, + 114.0, + 110.0, + 110.0, + 112.0, + 110.0, + 102.0, + 92.0, + 102.0, + 96.0, + 88.0, + 90.0, + 82.0, + 82.0, + 68.0, + 72.0, + 72.0, + 76.0, + 84.0, + 86.0, + 84.0, + 86.0, + 96.0, + 90.0, + 84.0, + 94.0, + 94.0, + 96.0, + 94.0, + 92.0, + 86.0, + 86.0, + 102.0, + 108.0, + 108.0, + 116.0, + 130.0, + 126.0, + 122.0, + 120.0, + 122.0, + 118.0, + 110.0, + 100.0, + 98.0, + 96.0, + 94.0, + 94.0, + 114.0, + 108.0, + 114.0, + 108.0, + 110.0, + 104.0, + 90.0, + 86.0, + 84.0, + 92.0, + 94.0, + 92.0, + 100.0, + 98.0, + 96.0, + 82.0, + 78.0, + 70.0, + 68.0, + 76.0, + 82.0, + 90.0, + 88.0, + 96.0, + 90.0, + 92.0, + 94.0, + 90.0, + 102.0, + 98.0, + 94.0, + 76.0, + 72.0, + 58.0, + 58.0, + 50.0, + 44.0, + 44.0, + 48.0, + 44.0, + 38.0, + 46.0, + 48.0, + 48.0, + 46.0, + 52.0, + 58.0, + 48.0, + 48.0, + 42.0, + 50.0, + 46.0, + 48.0, + 64.0, + 68.0, + 80.0, + 96.0, + 98.0, + 100.0, + 114.0, + 136.0, + 158.0, + 202.0, + 258.0, + 316.0, + 376.0, + 462.0, + 536.0, + 580.0, + 610.0, + 656.0, + 670.0, + 676.0, + 680.0, + 668.0, + 682.0, + 676.0, + 678.0, + 660.0, + 654.0, + 646.0, + 628.0, + 620.0, + 625.0, + 623.0, + 639.0, + 643.0, + 653.0, + 667.0, + 662.0, + 656.0, + 648.0, + 652.0, + 642.0, + 644.0, + 644.0, + 644.0, + 646.0, + 658.0, + 660.0, + 674.0, + 678.0, + 688.0, + 682.0, + 682.0, + 666.0, + 678.0, + 678.0, + 674.0, + 716.0, + 738.0, + 750.0, + 738.0, + 748.0, + 774.0, + 776.0, + 770.0, + 776.0, + 800.0, + 792.0, + 806.0, + 786.0, + 778.0, + 780.0, + 784.0, + 818.0, + 792.0, + 832.0, + 842.0, + 866.0, + 872.0, + 890.0, + 900.0, + 968.0, + 998.0, + 1007.0, + 1015.0, + 1057.0, + 1111.0, + 1147.0, + 1171.0, + 1263.0, + 1252.0, + 1348.0, + 1366.0, + 1400.0, + 1372.0, + 1352.0, + 1444.0, + 1476.0, + 1522.0, + 1680.0, + 1728.0, + 1822.0, + 1848.0, + 1952.0, + 2040.0, + 2184.0, + 2450.0, + 2578.0, + 2578.0, + 2822.0, + 2892.0, + 2872.0, + 2878.0, + 2936.0, + 3158.0, + 3308.0, + 3358.0, + 3432.0, + 3528.0, + 3612.0, + 3494.0, + 3558.0, + 3600.0, + 3588.0, + 3592.0, + 3630.0, + 3756.0, + 3828.0, + 3988.0, + 4268.0, + 4426.0, + 4448.0, + 4458.0, + 4568.0, + 4558.0, + 4456.0, + 4482.0, + 4554.0, + 4564.0, + 4676.0, + 4808.0, + 4842.0, + 4762.0, + 4920.0, + 4920.0, + 4944.0, + 4846.0, + 4876.0, + 4810.0, + 4794.0, + 4768.0, + 4806.0, + 4890.0, + 4980.0, + 5150.0, + 5332.0, + 5392.0, + 5468.0, + 5524.0, + 5574.0, + 5766.0, + 5764.0, + 5856.0, + 5912.0, + 5908.0, + 5970.0, + 6108.0, + 6276.0, + 6354.0, + 6524.0, + 6524.0, + 6586.0, + 6632.0, + 6856.0, + 6952.0, + 7164.0, + 7208.0, + 7208.0, + 7436.0, + 7718.0, + 7686.0, + 7840.0, + 7982.0, + 7982.0, + 8092.0, + 8276.0, + 8302.0, + 8322.0, + 8368.0, + 8378.0, + 8396.0, + 8488.0, + 8444.0, + 8446.0, + 8432.0, + 8478.0, + 8504.0, + 8542.0, + 8486.0, + 8339.0, + 8249.0, + 8117.0, + 8099.0, + 7909.0, + 7825.0, + 8021.0, + 7853.0, + 7893.0, + 8045.0, + 8101.0, + 8069.0, + 8003.0, + 8179.0, + 8179.0, + 8321.0, + 8315.0, + 8421.0, + 8455.0, + 8615.0, + 8555.0, + 8617.0, + 8615.0, + 8491.0, + 8493.0, + 8443.0, + 8684.0, + 8759.0, + 8683.0, + 8791.0, + 8857.0, + 8899.0, + 8881.0, + 8807.0, + 8615.0, + 8481.0, + 8469.0, + 8537.0, + 8499.0, + 8543.0, + 8367.0, + 8471.0, + 8435.0, + 8435.0, + 8443.0, + 8395.0, + 8555.0, + 8549.0, + 8557.0, + 8677.0, + 8791.0, + 8857.0, + 8857.0, + 8780.0, + 8772.0, + 8914.0, + 8928.0, + 8940.0, + 8884.0, + 9014.0, + 9156.0, + 9108.0, + 9288.0, + 9598.0, + 9624.0, + 9748.0, + 9882.0, + 9882.0, + 9938.0, + 10028.0, + 10254.0, + 10344.0, + 10180.0, + 10264.0, + 10298.0, + 10378.0, + 10318.0, + 10366.0, + 10356.0, + 10362.0, + 10344.0, + 10228.0, + 10286.0, + 10276.0, + 10044.0, + 9950.0, + 9946.0, + 9992.0, + 9908.0, + 9880.0, + 9938.0, + 9746.0, + 9790.0, + 9693.0, + 9577.0, + 9625.0, + 9539.0, + 9423.0, + 9363.0, + 9315.0, + 9397.0, + 9401.0, + 9359.0, + 9405.0, + 9465.0, + 9501.0, + 9501.0, + 9489.0, + 9675.0, + 9727.0, + 9703.0, + 9691.0, + 9881.0, + 9881.0, + 9953.0, + 9981.0, + 10099.0, + 10149.0, + 10239.0, + 10215.0, + 10233.0, + 10241.0, + 10318.0, + 10314.0, + 10296.0, + 10232.0, + 10314.0, + 10190.0, + 10280.0, + 10362.0, + 10362.0, + 10482.0, + 10594.0, + 10628.0, + 10702.0, + 10664.0, + 10600.0, + 10658.0, + 10684.0, + 10740.0, + 10818.0, + 10936.0, + 10934.0, + 11150.0, + 11290.0, + 11346.0, + 11424.0, + 11326.0, + 11314.0, + 11124.0, + 11252.0, + 11246.0, + 11346.0, + 11442.0, + 11292.0, + 11452.0, + 11594.0, + 11596.0, + 11526.0, + 11556.0, + 11692.0, + 11694.0, + 11760.0, + 11828.0, + 11862.0, + 11964.0, + 11946.0, + 11976.0, + 11972.0, + 12094.0, + 12164.0, + 12230.0, + 12322.0, + 12322.0, + 12340.0, + 12352.0, + 12316.0, + 12314.0, + 12352.0, + 12376.0, + 12466.0, + 12424.0, + 12568.0, + 12752.0, + 12846.0, + 12912.0, + 12918.0, + 12928.0, + 12992.0, + 13094.0, + 13100.0, + 13030.0, + 12988.0, + 12944.0, + 13010.0, + 13136.0, + 13204.0, + 13204.0, + 13146.0, + 13168.0, + 13068.0, + 13110.0, + 13134.0, + 13048.0, + 13086.0, + 13060.0, + 13074.0, + 13056.0, + 13072.0, + 13070.0, + 13122.0, + 13144.0, + 13106.0, + 13154.0, + 13146.0, + 13124.0, + 13106.0, + 12992.0, + 12966.0, + 12966.0, + 13036.0, + 12874.0, + 12838.0, + 12836.0, + 12874.0, + 12798.0, + 12838.0, + 12858.0, + 12940.0, + 12878.0, + 12836.0, + 12760.0, + 12708.0, + 12718.0, + 12724.0, + 12692.0, + 12566.0, + 12570.0, + 12668.0, + 12590.0, + 12640.0, + 12556.0, + 12594.0, + 12546.0, + 12518.0, + 12498.0, + 12484.0, + 12460.0, + 12446.0, + 12486.0, + 12486.0, + 12562.0, + 12684.0, + 12692.0, + 12746.0, + 12736.0, + 12692.0, + 12788.0, + 12906.0, + 12908.0, + 12962.0, + 12924.0, + 12924.0, + 12900.0, + 12868.0, + 12850.0, + 13022.0, + 13072.0, + 13038.0, + 13038.0, + 13066.0, + 12966.0, + 13060.0, + 13034.0, + 12956.0, + 12974.0, + 12892.0, + 12840.0, + 12894.0, + 12884.0, + 12918.0, + 12984.0, + 13016.0, + 12938.0, + 12930.0, + 12936.0, + 12918.0, + 12912.0, + 12888.0, + 12730.0, + 12776.0, + 12746.0, + 12778.0, + 12774.0, + 12808.0, + 12844.0, + 12844.0, + 12840.0, + 12898.0, + 12864.0, + 12924.0, + 12870.0, + 12794.0, + 12784.0, + 12680.0, + 12610.0, + 12684.0, + 12718.0, + 12688.0, + 12680.0, + 12734.0, + 12798.0, + 12872.0, + 12838.0, + 12836.0, + 12786.0, + 12790.0, + 12792.0, + 12844.0, + 12800.0, + 12702.0, + 12622.0, + 12622.0, + 12696.0, + 12706.0, + 12712.0, + 12662.0, + 12682.0, + 12440.0, + 12288.0, + 12308.0, + 12254.0, + 12252.0, + 12212.0, + 12218.0, + 12068.0, + 12082.0, + 12022.0, + 12154.0, + 12158.0, + 12144.0, + 12068.0, + 12154.0, + 12170.0, + 12192.0, + 12094.0, + 12136.0, + 12182.0, + 12162.0, + 12196.0, + 12126.0, + 11938.0, + 11920.0, + 11808.0, + 11896.0, + 11978.0, + 11910.0, + 12022.0, + 12004.0, + 12018.0, + 12046.0, + 12030.0, + 12180.0, + 12340.0, + 12308.0, + 12386.0, + 12314.0, + 12356.0, + 12460.0, + 12606.0, + 12680.0, + 12592.0, + 12678.0, + 12696.0, + 12714.0, + 12848.0, + 12848.0, + 12826.0, + 12844.0, + 12844.0, + 12844.0, + 12998.0, + 12998.0, + 12998.0, + 13070.0, + 13084.0, + 13066.0, + 13150.0, + 13388.0, + 13388.0, + 13504.0, + 13526.0, + 13540.0, + 13560.0, + 13610.0, + 13572.0, + 13548.0, + 13574.0, + 13626.0, + 13626.0, + 13658.0, + 13648.0, + 13706.0, + 13684.0, + 13680.0, + 13678.0, + 13664.0, + 13642.0, + 13656.0, + 13644.0, + 13652.0, + 13636.0, + 13650.0, + 13644.0, + 13650.0, + 13652.0, + 13570.0, + 13570.0, + 13534.0, + 13510.0, + 13474.0, + 13504.0, + 13504.0, + 13458.0, + 13438.0, + 13394.0, + 13330.0, + 13354.0, + 13350.0, + 13416.0, + 13382.0, + 13374.0, + 13402.0, + 13452.0, + 13448.0, + 13472.0, + 13472.0, + 13494.0, + 13482.0, + 13480.0, + 13576.0, + 13578.0, + 13584.0, + 13654.0, + 13732.0, + 13698.0, + 13712.0, + 13712.0, + 13712.0, + 13764.0, + 13818.0, + 13886.0, + 13884.0, + 13908.0, + 13918.0, + 13822.0, + 13846.0, + 13846.0, + 13818.0, + 13818.0, + 13812.0, + 13852.0, + 13874.0, + 13910.0, + 14010.0, + 14010.0, + 14006.0, + 13962.0, + 13972.0, + 13974.0, + 13990.0, + 13992.0, + 13990.0, + 13996.0, + 14000.0, + 14036.0, + 14012.0, + 14008.0, + 13950.0, + 13918.0, + 13916.0, + 13958.0, + 13952.0, + 13988.0, + 13958.0, + 13934.0, + 13942.0, + 13874.0, + 13846.0, + 13844.0, + 13762.0, + 13720.0, + 13770.0, + 13756.0, + 13752.0, + 13752.0, + 13810.0, + 13810.0, + 13866.0, + 13860.0, + 13770.0, + 13770.0, + 13708.0, + 13710.0, + 13700.0, + 13756.0, + 13750.0, + 13748.0, + 13736.0, + 13734.0, + 13652.0, + 13614.0, + 13610.0, + 13632.0, + 13596.0, + 13656.0, + 13650.0, + 13662.0, + 13666.0, + 13668.0, + 13704.0, + 13732.0, + 13752.0, + 13712.0, + 13726.0, + 13766.0, + 13766.0, + 13774.0, + 13730.0, + 13876.0, + 13938.0, + 13938.0, + 13940.0, + 13992.0, + 13986.0, + 13982.0, + 13988.0, + 13988.0, + 13946.0, + 13948.0, + 13976.0, + 13976.0, + 13978.0, + 14012.0, + 14014.0, + 14018.0, + 14030.0, + 14034.0, + 14116.0, + 14154.0, + 14154.0, + 14156.0, + 14194.0, + 14196.0, + 14244.0, + 14230.0, + 14196.0, + 14194.0, + 14190.0, + 14196.0, + 14142.0, + 14186.0, + 14236.0, + 14198.0, + 14200.0, + 14172.0, + 14260.0, + 14260.0, + 14278.0, + 14276.0, + 14276.0, + 14292.0, + 14298.0, + 14282.0, + 14232.0, + 14200.0, + 14198.0, + 14290.0, + 14338.0, + 14390.0, + 14388.0, + 14382.0, + 14382.0, + 14386.0, + 14348.0, + 14346.0, + 14342.0, + 14292.0, + 14292.0, + 14296.0, + 14256.0, + 14256.0, + 14218.0, + 14218.0, + 14218.0, + 14212.0, + 14218.0, + 14216.0, + 14268.0, + 14278.0, + 14276.0, + 14276.0, + 14314.0, + 14316.0, + 14322.0, + 14318.0, + 14314.0, + 14314.0, + 14318.0, + 14322.0, + 14282.0, + 14280.0, + 14306.0, + 14306.0, + 14312.0, + 14312.0, + 14312.0, + 14306.0, + 14284.0, + 14288.0, + 14288.0, + 14254.0, + 14204.0, + 14242.0, + 14238.0, + 14194.0, + 14194.0, + 14268.0, + 14262.0, + 14266.0, + 14260.0 + ], + "strengths": [ + -11.333333969116211, + 4.424243927001953, + 12.90909194946289, + 7.0, + 4.0, + 2.0, + 4.0, + 8.0, + 12.0, + 10.0, + 22.0, + 22.0, + 20.0, + 24.0, + 18.0, + 12.0, + 10.0, + 20.0, + 20.0, + 20.0, + 18.0, + 30.0, + 44.0, + 42.0, + 50.0, + 42.0, + 32.0, + 20.0, + 26.0, + 24.0, + 32.0, + 36.0, + 42.0, + 44.0, + 54.0, + 60.0, + 70.0, + 78.0, + 70.0, + 68.0, + 46.0, + 40.0, + 36.0, + 38.0, + 34.0, + 46.0, + 46.0, + 44.0, + 44.0, + 40.0, + 42.0, + 36.0, + 32.0, + 44.0, + 56.0, + 62.0, + 64.0, + 80.0, + 70.0, + 62.0, + 72.0, + 80.0, + 74.0, + 86.0, + 96.0, + 98.0, + 100.0, + 82.0, + 82.0, + 78.0, + 68.0, + 76.0, + 72.0, + 72.0, + 74.0, + 72.0, + 64.0, + 54.0, + 64.0, + 58.0, + 50.0, + 52.0, + 44.0, + 44.0, + 30.0, + 34.0, + 34.0, + 38.0, + 46.0, + 48.0, + 46.0, + 48.0, + 58.0, + 52.0, + 46.0, + 56.0, + 56.0, + 58.0, + 56.0, + 54.0, + 48.0, + 48.0, + 64.0, + 70.0, + 70.0, + 78.0, + 92.0, + 88.0, + 84.0, + 82.0, + 84.0, + 80.0, + 72.0, + 62.0, + 60.0, + 58.0, + 56.0, + 56.0, + 76.0, + 70.0, + 76.0, + 70.0, + 72.0, + 66.0, + 52.0, + 48.0, + 46.0, + 54.0, + 56.0, + 54.0, + 62.0, + 60.0, + 58.0, + 44.0, + 40.0, + 32.0, + 30.0, + 38.0, + 44.0, + 52.0, + 50.0, + 58.0, + 52.0, + 54.0, + 56.0, + 52.0, + 64.0, + 60.0, + 56.0, + 38.0, + 34.0, + 20.0, + 20.0, + 12.0, + 6.0, + 6.0, + 10.0, + 6.0, + 0.0, + 8.0, + 10.0, + 10.0, + 8.0, + 14.0, + 20.0, + 10.0, + 10.0, + 4.0, + 12.0, + 8.0, + 10.0, + 26.0, + 30.0, + 42.0, + 58.0, + 60.0, + 62.0, + 76.0, + 98.0, + 120.0, + 164.0, + 220.0, + 278.0, + 338.0, + 424.0, + 498.0, + 542.0, + 572.0, + 618.0, + 632.0, + 638.0, + 642.0, + 630.0, + 644.0, + 638.0, + 640.0, + 622.0, + 616.0, + 608.0, + 590.0, + 582.0, + 587.0, + 585.0, + 601.0, + 605.0, + 615.0, + 629.0, + 624.0, + 618.0, + 610.0, + 614.0, + 604.0, + 606.0, + 606.0, + 606.0, + 608.0, + 620.0, + 622.0, + 636.0, + 640.0, + 650.0, + 644.0, + 644.0, + 628.0, + 640.0, + 640.0, + 636.0, + 678.0, + 700.0, + 712.0, + 700.0, + 710.0, + 736.0, + 738.0, + 732.0, + 738.0, + 762.0, + 754.0, + 768.0, + 748.0, + 740.0, + 742.0, + 746.0, + 780.0, + 754.0, + 794.0, + 804.0, + 828.0, + 834.0, + 852.0, + 862.0, + 930.0, + 960.0, + 969.0, + 977.0, + 1019.0, + 1073.0, + 1109.0, + 1133.0, + 1225.0, + 1214.0, + 1310.0, + 1328.0, + 1362.0, + 1334.0, + 1314.0, + 1406.0, + 1438.0, + 1484.0, + 1642.0, + 1690.0, + 1784.0, + 1810.0, + 1914.0, + 2002.0, + 2146.0, + 2412.0, + 2540.0, + 2540.0, + 2784.0, + 2854.0, + 2834.0, + 2840.0, + 2898.0, + 3120.0, + 3270.0, + 3320.0, + 3394.0, + 3490.0, + 3574.0, + 3456.0, + 3520.0, + 3562.0, + 3550.0, + 3554.0, + 3592.0, + 3718.0, + 3790.0, + 3950.0, + 4230.0, + 4388.0, + 4410.0, + 4420.0, + 4530.0, + 4520.0, + 4418.0, + 4444.0, + 4516.0, + 4526.0, + 4638.0, + 4770.0, + 4804.0, + 4724.0, + 4882.0, + 4882.0, + 4906.0, + 4808.0, + 4838.0, + 4772.0, + 4756.0, + 4730.0, + 4768.0, + 4852.0, + 4942.0, + 5112.0, + 5294.0, + 5354.0, + 5430.0, + 5486.0, + 5536.0, + 5728.0, + 5726.0, + 5818.0, + 5874.0, + 5870.0, + 5932.0, + 6070.0, + 6238.0, + 6316.0, + 6486.0, + 6486.0, + 6548.0, + 6594.0, + 6818.0, + 6914.0, + 7126.0, + 7170.0, + 7170.0, + 7398.0, + 7680.0, + 7648.0, + 7802.0, + 7944.0, + 7944.0, + 8054.0, + 8238.0, + 8264.0, + 8284.0, + 8330.0, + 8340.0, + 8358.0, + 8450.0, + 8406.0, + 8408.0, + 8394.0, + 8440.0, + 8466.0, + 8504.0, + 8448.0, + 8301.0, + 8211.0, + 8079.0, + 8061.0, + 7871.0, + 7787.0, + 7983.0, + 7815.0, + 7855.0, + 8007.0, + 8063.0, + 8031.0, + 7965.0, + 8141.0, + 8141.0, + 8283.0, + 8277.0, + 8383.0, + 8417.0, + 8577.0, + 8517.0, + 8579.0, + 8577.0, + 8453.0, + 8455.0, + 8405.0, + 8646.0, + 8721.0, + 8645.0, + 8753.0, + 8819.0, + 8861.0, + 8843.0, + 8769.0, + 8577.0, + 8443.0, + 8431.0, + 8499.0, + 8461.0, + 8505.0, + 8329.0, + 8433.0, + 8397.0, + 8397.0, + 8405.0, + 8357.0, + 8517.0, + 8511.0, + 8519.0, + 8639.0, + 8753.0, + 8819.0, + 8819.0, + 8742.0, + 8734.0, + 8876.0, + 8890.0, + 8902.0, + 8846.0, + 8976.0, + 9118.0, + 9070.0, + 9250.0, + 9560.0, + 9586.0, + 9710.0, + 9844.0, + 9844.0, + 9900.0, + 9990.0, + 10216.0, + 10306.0, + 10142.0, + 10226.0, + 10260.0, + 10340.0, + 10280.0, + 10328.0, + 10318.0, + 10324.0, + 10306.0, + 10190.0, + 10248.0, + 10238.0, + 10006.0, + 9912.0, + 9908.0, + 9954.0, + 9870.0, + 9842.0, + 9900.0, + 9708.0, + 9752.0, + 9655.0, + 9539.0, + 9587.0, + 9501.0, + 9385.0, + 9325.0, + 9277.0, + 9359.0, + 9363.0, + 9321.0, + 9367.0, + 9427.0, + 9463.0, + 9463.0, + 9451.0, + 9637.0, + 9689.0, + 9665.0, + 9653.0, + 9843.0, + 9843.0, + 9915.0, + 9943.0, + 10061.0, + 10111.0, + 10201.0, + 10177.0, + 10195.0, + 10203.0, + 10280.0, + 10276.0, + 10258.0, + 10194.0, + 10276.0, + 10152.0, + 10242.0, + 10324.0, + 10324.0, + 10444.0, + 10556.0, + 10590.0, + 10664.0, + 10626.0, + 10562.0, + 10620.0, + 10646.0, + 10702.0, + 10780.0, + 10898.0, + 10896.0, + 11112.0, + 11252.0, + 11308.0, + 11386.0, + 11288.0, + 11276.0, + 11086.0, + 11214.0, + 11208.0, + 11308.0, + 11404.0, + 11254.0, + 11414.0, + 11556.0, + 11558.0, + 11488.0, + 11518.0, + 11654.0, + 11656.0, + 11722.0, + 11790.0, + 11824.0, + 11926.0, + 11908.0, + 11938.0, + 11934.0, + 12056.0, + 12126.0, + 12192.0, + 12284.0, + 12284.0, + 12302.0, + 12314.0, + 12278.0, + 12276.0, + 12314.0, + 12338.0, + 12428.0, + 12386.0, + 12530.0, + 12714.0, + 12808.0, + 12874.0, + 12880.0, + 12890.0, + 12954.0, + 13056.0, + 13062.0, + 12992.0, + 12950.0, + 12906.0, + 12972.0, + 13098.0, + 13166.0, + 13166.0, + 13108.0, + 13130.0, + 13030.0, + 13072.0, + 13096.0, + 13010.0, + 13048.0, + 13022.0, + 13036.0, + 13018.0, + 13034.0, + 13032.0, + 13084.0, + 13106.0, + 13068.0, + 13116.0, + 13108.0, + 13086.0, + 13068.0, + 12954.0, + 12928.0, + 12928.0, + 12998.0, + 12836.0, + 12800.0, + 12798.0, + 12836.0, + 12760.0, + 12800.0, + 12820.0, + 12902.0, + 12840.0, + 12798.0, + 12722.0, + 12670.0, + 12680.0, + 12686.0, + 12654.0, + 12528.0, + 12532.0, + 12630.0, + 12552.0, + 12602.0, + 12518.0, + 12556.0, + 12508.0, + 12480.0, + 12460.0, + 12446.0, + 12422.0, + 12408.0, + 12448.0, + 12448.0, + 12524.0, + 12646.0, + 12654.0, + 12708.0, + 12698.0, + 12654.0, + 12750.0, + 12868.0, + 12870.0, + 12924.0, + 12886.0, + 12886.0, + 12862.0, + 12830.0, + 12812.0, + 12984.0, + 13034.0, + 13000.0, + 13000.0, + 13028.0, + 12928.0, + 13022.0, + 12996.0, + 12918.0, + 12936.0, + 12854.0, + 12802.0, + 12856.0, + 12846.0, + 12880.0, + 12946.0, + 12978.0, + 12900.0, + 12892.0, + 12898.0, + 12880.0, + 12874.0, + 12850.0, + 12692.0, + 12738.0, + 12708.0, + 12740.0, + 12736.0, + 12770.0, + 12806.0, + 12806.0, + 12802.0, + 12860.0, + 12826.0, + 12886.0, + 12832.0, + 12756.0, + 12746.0, + 12642.0, + 12572.0, + 12646.0, + 12680.0, + 12650.0, + 12642.0, + 12696.0, + 12760.0, + 12834.0, + 12800.0, + 12798.0, + 12748.0, + 12752.0, + 12754.0, + 12806.0, + 12762.0, + 12664.0, + 12584.0, + 12584.0, + 12658.0, + 12668.0, + 12674.0, + 12624.0, + 12644.0, + 12402.0, + 12250.0, + 12270.0, + 12216.0, + 12214.0, + 12174.0, + 12180.0, + 12030.0, + 12044.0, + 11984.0, + 12116.0, + 12120.0, + 12106.0, + 12030.0, + 12116.0, + 12132.0, + 12154.0, + 12056.0, + 12098.0, + 12144.0, + 12124.0, + 12158.0, + 12088.0, + 11900.0, + 11882.0, + 11770.0, + 11858.0, + 11940.0, + 11872.0, + 11984.0, + 11966.0, + 11980.0, + 12008.0, + 11992.0, + 12142.0, + 12302.0, + 12270.0, + 12348.0, + 12276.0, + 12318.0, + 12422.0, + 12568.0, + 12642.0, + 12554.0, + 12640.0, + 12658.0, + 12676.0, + 12810.0, + 12810.0, + 12788.0, + 12806.0, + 12806.0, + 12806.0, + 12960.0, + 12960.0, + 12960.0, + 13032.0, + 13046.0, + 13028.0, + 13112.0, + 13350.0, + 13350.0, + 13466.0, + 13488.0, + 13502.0, + 13522.0, + 13572.0, + 13534.0, + 13510.0, + 13536.0, + 13588.0, + 13588.0, + 13620.0, + 13610.0, + 13668.0, + 13646.0, + 13642.0, + 13640.0, + 13626.0, + 13604.0, + 13618.0, + 13606.0, + 13614.0, + 13598.0, + 13612.0, + 13606.0, + 13612.0, + 13614.0, + 13532.0, + 13532.0, + 13496.0, + 13472.0, + 13436.0, + 13466.0, + 13466.0, + 13420.0, + 13400.0, + 13356.0, + 13292.0, + 13316.0, + 13312.0, + 13378.0, + 13344.0, + 13336.0, + 13364.0, + 13414.0, + 13410.0, + 13434.0, + 13434.0, + 13456.0, + 13444.0, + 13442.0, + 13538.0, + 13540.0, + 13546.0, + 13616.0, + 13694.0, + 13660.0, + 13674.0, + 13674.0, + 13674.0, + 13726.0, + 13780.0, + 13848.0, + 13846.0, + 13870.0, + 13880.0, + 13784.0, + 13808.0, + 13808.0, + 13780.0, + 13780.0, + 13774.0, + 13814.0, + 13836.0, + 13872.0, + 13972.0, + 13972.0, + 13968.0, + 13924.0, + 13934.0, + 13936.0, + 13952.0, + 13954.0, + 13952.0, + 13958.0, + 13962.0, + 13998.0, + 13974.0, + 13970.0, + 13912.0, + 13880.0, + 13878.0, + 13920.0, + 13914.0, + 13950.0, + 13920.0, + 13896.0, + 13904.0, + 13836.0, + 13808.0, + 13806.0, + 13724.0, + 13682.0, + 13732.0, + 13718.0, + 13714.0, + 13714.0, + 13772.0, + 13772.0, + 13828.0, + 13822.0, + 13732.0, + 13732.0, + 13670.0, + 13672.0, + 13662.0, + 13718.0, + 13712.0, + 13710.0, + 13698.0, + 13696.0, + 13614.0, + 13576.0, + 13572.0, + 13594.0, + 13558.0, + 13618.0, + 13612.0, + 13624.0, + 13628.0, + 13630.0, + 13666.0, + 13694.0, + 13714.0, + 13674.0, + 13688.0, + 13728.0, + 13728.0, + 13736.0, + 13692.0, + 13838.0, + 13900.0, + 13900.0, + 13902.0, + 13954.0, + 13948.0, + 13944.0, + 13950.0, + 13950.0, + 13908.0, + 13910.0, + 13938.0, + 13938.0, + 13940.0, + 13974.0, + 13976.0, + 13980.0, + 13992.0, + 13996.0, + 14078.0, + 14116.0, + 14116.0, + 14118.0, + 14156.0, + 14158.0, + 14206.0, + 14192.0, + 14158.0, + 14156.0, + 14152.0, + 14158.0, + 14104.0, + 14148.0, + 14198.0, + 14160.0, + 14162.0, + 14134.0, + 14222.0, + 14222.0, + 14240.0, + 14238.0, + 14238.0, + 14254.0, + 14260.0, + 14244.0, + 14194.0, + 14162.0, + 14160.0, + 14252.0, + 14300.0, + 14352.0, + 14350.0, + 14344.0, + 14344.0, + 14348.0, + 14310.0, + 14308.0, + 14304.0, + 14254.0, + 14254.0, + 14258.0, + 14218.0, + 14218.0, + 14180.0, + 14180.0, + 14180.0, + 14174.0, + 14180.0, + 14178.0, + 14230.0, + 14240.0, + 14238.0, + 14238.0, + 14276.0, + 14278.0, + 14284.0, + 14280.0, + 14276.0, + 14276.0, + 14280.0, + 14284.0, + 14244.0, + 14242.0, + 14268.0, + 14268.0, + 14274.0, + 14274.0, + 14274.0, + 14268.0, + 14246.0, + 14250.0, + 14250.0, + 14216.0, + 14166.0, + 14204.0, + 14200.0, + 14156.0, + 14156.0, + 14230.0, + 14224.0, + 14228.0, + 14222.0 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 0.00013201756519265473, + -8.030300523387268e-05, + -2.3601396605954506e-05, + -1.3342245438252576e-05, + -1.018341299641179e-05, + -5.9279132074152585e-06, + -1.1723230954885366e-06, + 2.2556121166417142e-06, + 3.716817218446522e-06, + 5.293217782309512e-06, + 5.982728453091113e-06, + 6.274964562180685e-06, + 6.422691058105556e-06, + 6.4503110479563475e-06, + 6.436253897845745e-06, + 6.4056516748678405e-06, + 6.3210645748768e-06, + 6.225326615094673e-06, + 6.123639650468249e-06, + 6.029001724527916e-06, + 5.875000169908162e-06, + 5.673211489920504e-06, + 5.504478394868784e-06, + 5.327480721462052e-06, + 5.19425611855695e-06, + 5.098669589642668e-06, + 5.039816187490942e-06, + 4.9638892960501835e-06, + 4.8951137614494655e-06, + 4.8062320274766535e-06, + 4.711217115982436e-06, + 4.607243226928404e-06, + 4.505850483838003e-06, + 4.391268248582492e-06, + 4.275605988368625e-06, + 4.154213002038887e-06, + 4.033639015688095e-06, + 3.936134362447774e-06, + 3.8491730265377555e-06, + 3.7936838452878874e-06, + 3.7469433209480485e-06, + 3.7058437101222808e-06, + 3.663397592390538e-06, + 3.626191755756736e-06, + 3.577178631530842e-06, + 3.5298555758345174e-06, + 3.4860520372603787e-06, + 3.4435734050930478e-06, + 3.4060049074469134e-06, + 3.367563294887077e-06, + 3.3353642265865346e-06, + 3.3072194582928205e-06, + 3.2693506000214256e-06, + 3.2228335840045474e-06, + 3.1735789889353327e-06, + 3.1250854135578265e-06, + 3.06769902636006e-06, + 3.0201979370758636e-06, + 2.9799491585436044e-06, + 2.9351999728532974e-06, + 2.8879117053293157e-06, + 2.846265260814107e-06, + 2.8002061753795715e-06, + 2.751619149421458e-06, + 2.704851794987917e-06, + 2.659801111803972e-06, + 2.624635044412571e-06, + 2.5908768748195143e-06, + 2.559966560511384e-06, + 2.533874294385896e-06, + 2.5055937840079423e-06, + 2.479626118656597e-06, + 2.454405375829083e-06, + 2.4292280613735784e-06, + 2.405418399575865e-06, + 2.384774234087672e-06, + 2.367687557125464e-06, + 2.3478175990021555e-06, + 2.330164761588094e-06, + 2.3151851564762183e-06, + 2.2998237909632735e-06, + 2.286986045874073e-06, + 2.274279722769279e-06, + 2.265673856527428e-06, + 2.255961817354546e-06, + 2.246302756248042e-06, + 2.235578676845762e-06, + 2.2227234239835525e-06, + 2.2094734504207736e-06, + 2.1969308363622986e-06, + 2.184002141802921e-06, + 2.1686141735699493e-06, + 2.1550358724198304e-06, + 2.143179472113843e-06, + 2.128943378920667e-06, + 2.1149335225345567e-06, + 2.1006583210692042e-06, + 2.0870959360763663e-06, + 2.0742138531204546e-06, + 2.0629136088246014e-06, + 2.0517463781288825e-06, + 2.037081230810145e-06, + 2.021353566306061e-06, + 2.005947408179054e-06, + 1.9891533611371415e-06, + 1.969853428818169e-06, + 1.9518934095685836e-06, + 1.9351796254341025e-06, + 1.9192470972484443e-06, + 1.9033028593185009e-06, + 1.8884570636146236e-06, + 1.8753606809696066e-06, + 1.8642679151525954e-06, + 1.853684011621226e-06, + 1.8435886204315466e-06, + 1.8339627558816574e-06, + 1.8244526245325687e-06, + 1.8117434592568316e-06, + 1.800242444005562e-06, + 1.7879712004287285e-06, + 1.776861381586059e-06, + 1.7656192312642816e-06, + 1.7554725673107896e-06, + 1.7475749700679444e-06, + 1.7403515357727883e-06, + 1.7334861013296177e-06, + 1.7255001694138627e-06, + 1.7173066453324282e-06, + 1.7094893109970144e-06, + 1.70061616699968e-06, + 1.6921342194109457e-06, + 1.6840298258102848e-06, + 1.6779376892372966e-06, + 1.672435359978408e-06, + 1.6680543239999679e-06, + 1.6639608020341257e-06, + 1.658797486925323e-06, + 1.652856326472829e-06, + 1.6458931213492178e-06, + 1.639258471186622e-06, + 1.6316383835146553e-06, + 1.624875721972785e-06, + 1.6179196791199502e-06, + 1.6107782130347914e-06, + 1.6042110928538023e-06, + 1.5962148154358147e-06, + 1.5888060715951724e-06, + 1.58196417032741e-06, + 1.5773566701682284e-06, + 1.5732535985080176e-06, + 1.5708457112850738e-06, + 1.5684391883041826e-06, + 1.5669946833440918e-06, + 1.5662708392483182e-06, + 1.565544835102628e-06, + 1.5643320239178138e-06, + 1.5636028365406673e-06, + 1.5636028365406673e-06, + 1.5626239928678842e-06, + 1.5613982213835698e-06, + 1.5601706309098518e-06, + 1.5591870123898843e-06, + 1.5574636336168624e-06, + 1.5550029957012157e-06, + 1.5537726767433924e-06, + 1.5525409935435164e-06, + 1.5520474789809668e-06, + 1.5505640931223752e-06, + 1.549574221826333e-06, + 1.5483351489820052e-06, + 1.5451174704139703e-06, + 1.5414183280881844e-06, + 1.5362691101472592e-06, + 1.529223823126813e-06, + 1.52201869241253e-06, + 1.514661335022538e-06, + 1.5057659084050101e-06, + 1.4945004522814997e-06, + 1.4810211723670363e-06, + 1.4631541489507072e-06, + 1.4401626913240761e-06, + 1.4126211453913129e-06, + 1.381232095809537e-06, + 1.3447961464407854e-06, + 1.3056981060799444e-06, + 1.2670906244238722e-06, + 1.2301867400310584e-06, + 1.194119931824389e-06, + 1.1607428405113751e-06, + 1.1301382301098784e-06, + 1.102046667256218e-06, + 1.0767726053018123e-06, + 1.0529892051636125e-06, + 1.0312282938684803e-06, + 1.01099067251198e-06, + 9.926797019943479e-07, + 9.757234238350065e-07, + 9.600212251825724e-07, + 9.456706493438105e-07, + 9.322914138465421e-07, + 9.195107963932969e-07, + 9.074269655684475e-07, + 8.956366741585953e-07, + 8.843560976856679e-07, + 8.734464813642262e-07, + 8.628251180198276e-07, + 8.52783273330715e-07, + 8.432867275587341e-07, + 8.343184276782267e-07, + 8.256690762209473e-07, + 8.17504826500226e-07, + 8.096333772300568e-07, + 8.020615496207029e-07, + 7.947704148136836e-07, + 7.877198413552833e-07, + 7.807868200870871e-07, + 7.740768523945007e-07, + 7.674551056879864e-07, + 7.610222496623464e-07, + 7.547120048911893e-07, + 7.486689810320968e-07, + 7.428220101246552e-07, + 7.372982508968562e-07, + 7.318398047573282e-07, + 7.265451245075383e-07, + 7.214372317321249e-07, + 7.161531243582431e-07, + 7.108645263542712e-07, + 7.056509048197768e-07, + 7.006792657193728e-07, + 6.957845357646875e-07, + 6.908605314492888e-07, + 6.860690859866736e-07, + 6.814534572185948e-07, + 6.76930994814029e-07, + 6.723932415297895e-07, + 6.680286332994001e-07, + 6.637051797042659e-07, + 6.596069965780771e-07, + 6.556563221238321e-07, + 6.517936981254024e-07, + 6.480055958490993e-07, + 6.441431423809263e-07, + 6.4050090031742e-07, + 6.367583864630433e-07, + 6.330625978989701e-07, + 6.29351291081548e-07, + 6.257064342207741e-07, + 6.2207556084104e-07, + 6.184935728015262e-07, + 6.147285489532806e-07, + 6.109469268267276e-07, + 6.072331757422944e-07, + 6.03588944159128e-07, + 5.998907681714627e-07, + 5.961056217529404e-07, + 5.923062644797028e-07, + 5.885377731829067e-07, + 5.845863597642165e-07, + 5.807909246868803e-07, + 5.768234814240714e-07, + 5.729310146307398e-07, + 5.690670832336764e-07, + 5.654014785250183e-07, + 5.618991849587474e-07, + 5.582649009738816e-07, + 5.546638135456305e-07, + 5.510642040462699e-07, + 5.472135740092199e-07, + 5.433887508843327e-07, + 5.394953177528805e-07, + 5.356880024010024e-07, + 5.318094622452918e-07, + 5.279059678287013e-07, + 5.238860580902838e-07, + 5.195599328544631e-07, + 5.152105586603284e-07, + 5.1105746479152e-07, + 5.067149118076486e-07, + 5.024746769777266e-07, + 4.98459314712818e-07, + 4.946152785123559e-07, + 4.908644086754066e-07, + 4.870067300544179e-07, + 4.831509841096704e-07, + 4.794178494194057e-07, + 4.75776175790088e-07, + 4.722018616121204e-07, + 4.6870724190739566e-07, + 4.6547506826755125e-07, + 4.623201448339387e-07, + 4.5925855829409556e-07, + 4.563291327031038e-07, + 4.5350950017564173e-07, + 4.5076700416757376e-07, + 4.4803476839661016e-07, + 4.4535420329339104e-07, + 4.426659359069163e-07, + 4.398997646148928e-07, + 4.3714609887501865e-07, + 4.344893511643022e-07, + 4.3193020360376977e-07, + 4.294076632049837e-07, + 4.2698519564510207e-07, + 4.2470210814826714e-07, + 4.2248439058312215e-07, + 4.2030677604998345e-07, + 4.181965209681948e-07, + 4.161047115758265e-07, + 4.1402387296329834e-07, + 4.1199646716449934e-07, + 4.1006535411725054e-07, + 4.0813108626025496e-07, + 4.062559355588746e-07, + 4.044276238346356e-07, + 4.0268716361424595e-07, + 4.009840779417573e-07, + 3.99349033841645e-07, + 3.9776122662260605e-07, + 3.962212815622479e-07, + 3.947065181364451e-07, + 3.9320210021287494e-07, + 3.917065782843565e-07, + 3.901972149833455e-07, + 3.8867301555001177e-07, + 3.8717013239875087e-07, + 3.856837338389596e-07, + 3.8421896420004487e-07, + 3.8277673297670844e-07, + 3.813209445979737e-07, + 3.7990110968166846e-07, + 3.7849309819648624e-07, + 3.7710540823354677e-07, + 3.757510853574786e-07, + 3.744138439287781e-07, + 3.730768867171719e-07, + 3.7173478517615877e-07, + 3.7040746292404947e-07, + 3.6907627531945764e-07, + 3.677759252695978e-07, + 3.6649305457103765e-07, + 3.652301643342071e-07, + 3.639538306288159e-07, + 3.626890361374535e-07, + 3.6141540249445825e-07, + 3.6016334092892066e-07, + 3.5893941685571917e-07, + 3.57704948328319e-07, + 3.564529720279097e-07, + 3.552349028268509e-07, + 3.540204431828897e-07, + 3.5281203736303723e-07, + 3.516307742756908e-07, + 3.50459657738611e-07, + 3.492883706712746e-07, + 3.481393093807128e-07, + 3.47012303336669e-07, + 3.459030608610192e-07, + 3.4481558941479307e-07, + 3.4374792790003994e-07, + 3.426901571401686e-07, + 3.416585911963921e-07, + 3.4064655096699425e-07, + 3.396550596335146e-07, + 3.386764149126975e-07, + 3.3771249263736536e-07, + 3.367613885529863e-07, + 3.358329081493139e-07, + 3.349357768911432e-07, + 3.3406246302547515e-07, + 3.3321626347060374e-07, + 3.323843316138664e-07, + 3.3158346468553646e-07, + 3.308017255676532e-07, + 3.3001094834617106e-07, + 3.292469727966818e-07, + 3.2848879527591635e-07, + 3.2772581448625715e-07, + 3.2696729590497853e-07, + 3.262213112975587e-07, + 3.2549053230468417e-07, + 3.247527047278709e-07, + 3.2402388683294703e-07, + 3.2329140253750666e-07, + 3.225683542495972e-07, + 3.218449080577557e-07, + 3.2112731673805683e-07, + 3.2040492214946426e-07, + 3.1969622682481713e-07, + 3.1899085684017336e-07, + 3.18293899681521e-07, + 3.176148481998098e-07, + 3.169431295191316e-07, + 3.1628260899196903e-07, + 3.156105492507777e-07, + 3.1494016639044276e-07, + 3.142828575164458e-07, + 3.1362452546090935e-07, + 3.129683534552896e-07, + 3.1231618891069957e-07, + 3.116722382401349e-07, + 3.110403099526593e-07, + 3.1042833370520384e-07, + 3.098316199157125e-07, + 3.0924115890229587e-07, + 3.086513231664867e-07, + 3.0806938866589917e-07, + 3.0748958579351893e-07, + 3.069267222599592e-07, + 3.0636158498964505e-07, + 3.0580358156839793e-07, + 3.052501540423691e-07, + 3.0470070555566053e-07, + 3.041587604002416e-07, + 3.036108751075517e-07, + 3.0306779308375553e-07, + 3.0252851956902305e-07, + 3.019860344011249e-07, + 3.0144087759254035e-07, + 3.0089609026617836e-07, + 3.0035576514819695e-07, + 2.99824449712105e-07, + 2.9929776701465016e-07, + 2.9876670737394306e-07, + 2.982390299166582e-07, + 2.977148199079238e-07, + 2.971978858568036e-07, + 2.9667739909200463e-07, + 2.9615281960104767e-07, + 2.9563511816377286e-07, + 2.951112776372611e-07, + 2.9457430628099246e-07, + 2.9404043289105175e-07, + 2.935042004992283e-07, + 2.9296521120159014e-07, + 2.924308262208797e-07, + 2.9189794759076904e-07, + 2.913648131652735e-07, + 2.9082434593874495e-07, + 2.902839071339258e-07, + 2.8975671284570126e-07, + 2.892296322443144e-07, + 2.887052801270329e-07, + 2.881813543353928e-07, + 2.8766481818820466e-07, + 2.871501578738389e-07, + 2.8664024398494803e-07, + 2.8613416702683026e-07, + 2.8563300702444394e-07, + 2.851413682947168e-07, + 2.846507527465292e-07, + 2.8416434361133724e-07, + 2.8369245796966425e-07, + 2.8322833145466575e-07, + 2.8276758712308947e-07, + 2.8230792281647155e-07, + 2.8185522182866407e-07, + 2.814068125189806e-07, + 2.8095874426981027e-07, + 2.8052218681295926e-07, + 2.800863967422629e-07, + 2.796576268337958e-07, + 2.7923655920858437e-07, + 2.7881586106559553e-07, + 2.784013588552625e-07, + 2.779942462893814e-07, + 2.7759193699239404e-07, + 2.7719383410840237e-07, + 2.7679436698235804e-07, + 2.7639688937597384e-07, + 2.760032771220722e-07, + 2.7560977855500823e-07, + 2.7521588208401226e-07, + 2.748225540472049e-07, + 2.744313292168954e-07, + 2.740426623404346e-07, + 2.736484248089255e-07, + 2.7325418727741635e-07, + 2.7286307613394456e-07, + 2.7247455136603094e-07, + 2.720805127864878e-07, + 2.716886342568614e-07, + 2.7129604518449923e-07, + 2.70904507715386e-07, + 2.7051052597926173e-07, + 2.7011682846023177e-07, + 2.6972185196427745e-07, + 2.693300302780699e-07, + 2.6893971494246216e-07, + 2.685512470179674e-07, + 2.6816204012902745e-07, + 2.677751638202608e-07, + 2.673910728390183e-07, + 2.6701147248786583e-07, + 2.666308773768833e-07, + 2.662568761024886e-07, + 2.658815674294601e-07, + 2.6550523557489214e-07, + 2.6513095008340315e-07, + 2.6475433401174087e-07, + 2.643757568421279e-07, + 2.6399806074550725e-07, + 2.63619796214698e-07, + 2.6324497071072983e-07, + 2.628744084631762e-07, + 2.625038177939132e-07, + 2.6213427872789907e-07, + 2.6176482492701325e-07, + 2.6139466058339167e-07, + 2.6102247829840053e-07, + 2.6065242764161667e-07, + 2.602771189685882e-07, + 2.5989925234171096e-07, + 2.595216983536375e-07, + 2.5914371803992253e-07, + 2.5877113785099937e-07, + 2.5840103035079665e-07, + 2.5803919356803817e-07, + 2.5767513989194413e-07, + 2.573132462657668e-07, + 2.569501020843745e-07, + 2.565859062997333e-07, + 2.5622844646022713e-07, + 2.558678602326836e-07, + 2.555047728947102e-07, + 2.5514364665468747e-07, + 2.547866699842416e-07, + 2.5443065965191636e-07, + 2.54072460847965e-07, + 2.53716137876836e-07, + 2.5335972964057873e-07, + 2.530032361391932e-07, + 2.526476805542188e-07, + 2.522910165225767e-07, + 2.5193688202307385e-07, + 2.515837707051105e-07, + 2.5123267732851673e-07, + 2.508799639144854e-07, + 2.505271652353258e-07, + 2.5017439497787564e-07, + 2.4982094259939913e-07, + 2.494694513188733e-07, + 2.4911938112381904e-07, + 2.4877090254449286e-07, + 2.48425351401238e-07, + 2.48081704512515e-07, + 2.4773888185336546e-07, + 2.4739719606259314e-07, + 2.4705488499421335e-07, + 2.4671555820532376e-07, + 2.4637415663164575e-07, + 2.4602960024822096e-07, + 2.456844185871887e-07, + 2.4533940745641303e-07, + 2.449961300499126e-07, + 2.446545295242686e-07, + 2.4431309952888114e-07, + 2.439709021473391e-07, + 2.4363043849007227e-07, + 2.432936696550314e-07, + 2.4295979983435245e-07, + 2.4262880060632597e-07, + 2.4229794348684663e-07, + 2.419656084384769e-07, + 2.416333586552355e-07, + 2.413028994396882e-07, + 2.409756518773065e-07, + 2.406495696050115e-07, + 2.4032766532400274e-07, + 2.4000638632060145e-07, + 2.396861873421585e-07, + 2.3936971160765097e-07, + 2.390538611507509e-07, + 2.387402560088958e-07, + 2.3842787300054624e-07, + 2.3811746530100208e-07, + 2.3780820868068986e-07, + 2.375005010435416e-07, + 2.3719307762348762e-07, + 2.368866205415543e-07, + 2.3658255088321312e-07, + 2.362788222853851e-07, + 2.3597674214670405e-07, + 2.3567658047340956e-07, + 2.3537828042208275e-07, + 2.3508393098836677e-07, + 2.3479152844174678e-07, + 2.3450043329376058e-07, + 2.3420909656124422e-07, + 2.3392269099531404e-07, + 2.3363834600331757e-07, + 2.3335525156653603e-07, + 2.3307258345539594e-07, + 2.3279277172605362e-07, + 2.3251328684636974e-07, + 2.3223455514198577e-07, + 2.3195524079255847e-07, + 2.3167845597527048e-07, + 2.314037317319162e-07, + 2.3113177860523137e-07, + 2.308620281610274e-07, + 2.305931587898158e-07, + 2.3032526996757952e-07, + 2.300591148696185e-07, + 2.2979664038302872e-07, + 2.2953511802370485e-07, + 2.2927254406113207e-07, + 2.2901262752839102e-07, + 2.2875266836308583e-07, + 2.2849545189274068e-07, + 2.2823842016350682e-07, + 2.2798333532136894e-07, + 2.277297710406856e-07, + 2.2747754258034547e-07, + 2.2722653625351086e-07, + 2.2697692259043833e-07, + 2.2672848842830717e-07, + 2.2648016795301373e-07, + 2.2623272855071264e-07, + 2.2598466387080407e-07, + 2.2573512126200512e-07, + 2.254863460393608e-07, + 2.252374144973146e-07, + 2.249896056127909e-07, + 2.247435588742519e-07, + 2.2449654579759226e-07, + 2.2424815426802525e-07, + 2.2400067223316e-07, + 2.2375306230060232e-07, + 2.235071008271916e-07, + 2.2326203463762795e-07, + 2.2301833269011695e-07, + 2.2277610867149633e-07, + 2.2253510678638122e-07, + 2.2229174589938339e-07, + 2.2204835659067612e-07, + 2.2180648784342338e-07, + 2.21565500169163e-07, + 2.2132485355541576e-07, + 2.2108693542577385e-07, + 2.2084812201228488e-07, + 2.2061064441913913e-07, + 2.203754263518931e-07, + 2.2014071987541683e-07, + 2.199083013465497e-07, + 2.1967763075281255e-07, + 2.1944676120710938e-07, + 2.1921687221038155e-07, + 2.189871537439103e-07, + 2.1875705158436176e-07, + 2.1852717679848865e-07, + 2.1829943364082283e-07, + 2.180726283995682e-07, + 2.1784646264677576e-07, + 2.1762137691894168e-07, + 2.173971438423905e-07, + 2.1717406184507126e-07, + 2.1695443308544782e-07, + 2.1673471906069608e-07, + 2.1651622716944985e-07, + 2.1629787738675077e-07, + 2.160802807793516e-07, + 2.1586281206964486e-07, + 2.156454144142117e-07, + 2.1542871309065958e-07, + 2.1521276494240738e-07, + 2.1499653257706086e-07, + 2.1478155076692929e-07, + 2.1456622789628454e-07, + 2.143524966413679e-07, + 2.1414069806269254e-07, + 2.1392972371359065e-07, + 2.1372109415551677e-07, + 2.1351424095428229e-07, + 2.1330679089714977e-07, + 2.130993976834361e-07, + 2.1289312712724495e-07, + 2.1268759553549899e-07, + 2.1248179393751343e-07, + 2.1227558022474113e-07, + 2.1206878386692551e-07, + 2.1186316701005126e-07, + 2.1165818964163918e-07, + 2.1145461914784391e-07, + 2.1125158866652782e-07, + 2.1104914083025506e-07, + 2.1084643719859741e-07, + 2.1064504096557357e-07, + 2.104457621499023e-07, + 2.1024830232363456e-07, + 2.1005141093155544e-07, + 2.0985390847272356e-07, + 2.096568039178237e-07, + 2.0946018253198417e-07, + 2.0926488275563315e-07, + 2.090698245638123e-07, + 2.08879029628406e-07, + 2.08691062653088e-07, + 2.0850328041888133e-07, + 2.0831680558330845e-07, + 2.0813084233850532e-07, + 2.0794595911866054e-07, + 2.0776145959189307e-07, + 2.075796743383762e-07, + 2.0739814488024422e-07, + 2.0721795124245546e-07, + 2.0703622283235745e-07, + 2.0685489232619148e-07, + 2.066742155193424e-07, + 2.064951161173667e-07, + 2.0631517827496282e-07, + 2.0613543938452494e-07, + 2.059558141809248e-07, + 2.0577809323185647e-07, + 2.0560017333082214e-07, + 2.0542201184525766e-07, + 2.0524457511328364e-07, + 2.0506708153789077e-07, + 2.0489103746967885e-07, + 2.047181482112137e-07, + 2.0454589844121074e-07, + 2.0437566661257733e-07, + 2.0420455371095159e-07, + 2.040326450014618e-07, + 2.0386211474487936e-07, + 2.0369037656564615e-07, + 2.0351929208572983e-07, + 2.0334840655777953e-07, + 2.0317752102982922e-07, + 2.030072607794864e-07, + 2.028352668048683e-07, + 2.0266142541913723e-07, + 2.024884508955438e-07, + 2.0231482267263345e-07, + 2.0214260132433992e-07, + 2.019702094457898e-07, + 2.017967943857002e-07, + 2.0162178770988248e-07, + 2.0144618417816673e-07, + 2.0127222910559794e-07, + 2.0109753506858397e-07, + 2.0092302577268129e-07, + 2.0074871542874462e-07, + 2.0057301242104586e-07, + 2.0039774994984327e-07, + 2.002232548647953e-07, + 2.0004894452085864e-07, + 1.9987508892427286e-07, + 1.9970167386418325e-07, + 1.995266245558014e-07, + 1.9935202999477042e-07, + 1.9917789018109033e-07, + 1.9900322456578579e-07, + 1.9882882895672083e-07, + 1.986551296795369e-07, + 1.984807767030361e-07, + 1.9830370945328468e-07, + 1.9812712537259358e-07, + 1.9794950389950827e-07, + 1.9777208137838898e-07, + 1.975949572852187e-07, + 1.9741803214401443e-07, + 1.9724096489426302e-07, + 1.9706487819348695e-07, + 1.9688957308972022e-07, + 1.9671441009450064e-07, + 1.9653904814731504e-07, + 1.9636415515833505e-07, + 1.9618934743448335e-07, + 1.9601512235567498e-07, + 1.9584065569233644e-07, + 1.956669279934431e-07, + 1.9549372609617421e-07, + 1.9532100736796565e-07, + 1.9514894233907398e-07, + 1.949776020637728e-07, + 1.948065317947112e-07, + 1.9463608680325706e-07, + 1.944659828723161e-07, + 1.942965184298373e-07, + 1.9412733820445283e-07, + 1.9395869799154752e-07, + 1.937904130500101e-07, + 1.936225260124047e-07, + 1.9345608848198026e-07, + 1.9329009148805198e-07, + 1.9312494714540662e-07, + 1.9296051334549702e-07, + 1.9279694640772504e-07, + 1.9263342210251722e-07, + 1.9247030991209613e-07, + 1.9230814984894096e-07, + 1.9214664348510269e-07, + 1.919860608268209e-07, + 1.9182664345862577e-07, + 1.9166732556641364e-07, + 1.9150843399984296e-07, + 1.9134914452934026e-07, + 1.9119065086670162e-07, + 1.9103262616226857e-07, + 1.9087464409039967e-07, + 1.9071647727741947e-07, + 1.9055872257922601e-07, + 1.9040108156787028e-07, + 1.9024382424959185e-07, + 1.9008669482900586e-07, + 1.899300627883349e-07, + 1.897738428624507e-07, + 1.8961688397212129e-07, + 1.8946029456401448e-07, + 1.893040177947114e-07, + 1.8914730048891215e-07, + 1.8899008580319787e-07, + 1.8883365271449293e-07, + 1.886774327886087e-07, + 1.885215965558018e-07, + 1.883661440160722e-07, + 1.882104925243766e-07, + 1.8805459944815084e-07, + 1.8789830846799305e-07, + 1.877424438134767e-07, + 1.875866928457981e-07, + 1.8743121188435907e-07, + 1.872771946409557e-07, + 1.8712327687353536e-07, + 1.869697285883376e-07, + 1.868168766350209e-07, + 1.8666439416392677e-07, + 1.865123380184741e-07, + 1.8636021081874787e-07, + 1.8620819730585936e-07, + 1.8605616958211613e-07, + 1.859034028939277e-07, + 1.857510198988166e-07, + 1.8559906322934694e-07, + 1.8544793078945077e-07, + 1.8529705414493947e-07, + 1.8514653277179605e-07, + 1.8499619613976392e-07, + 1.8484621477909968e-07, + 1.8469658868980332e-07, + 1.8454726102845598e-07, + 1.8439824600591237e-07, + 1.8424920256165933e-07, + 1.8410078439501376e-07, + 1.839527499214455e-07, + 1.8380568178599788e-07, + 1.8365929577157658e-07, + 1.8351326502852316e-07, + 1.8336713480948674e-07, + 1.8322140249438235e-07, + 1.8307564175756852e-07, + 1.829305347200716e-07, + 1.827860245384727e-07, + 1.8264175594140397e-07, + 1.8249852473672945e-07, + 1.8235589038795297e-07, + 1.8221361131054437e-07, + 1.820724975232224e-07, + 1.8193212270034564e-07, + 1.8179154892550287e-07, + 1.8165142989801097e-07, + 1.8151166614188696e-07, + 1.8137221502456669e-07, + 1.812324654792974e-07, + 1.8109304278368654e-07, + 1.8095336429269082e-07, + 1.808140552839177e-07, + 1.8067595419779536e-07, + 1.8053815153962205e-07, + 1.804012583761505e-07, + 1.8026464942977327e-07, + 1.8012845259818278e-07, + 1.7999197154949798e-07, + 1.7985584577218106e-07, + 1.7972004684452259e-07, + 1.7958464582079614e-07, + 1.7944955743587343e-07, + 1.793155774976185e-07, + 1.7918225125868048e-07, + 1.7904922344769147e-07, + 1.7891625248012133e-07, + 1.7878393521186808e-07, + 1.786512910939564e-07, + 1.7851900224741257e-07, + 1.783868555094159e-07, + 1.7825496456680412e-07, + 1.7812330099786777e-07, + 1.7799158058551257e-07, + 1.7785987438401207e-07, + 1.7772823923678516e-07, + 1.7759725778887514e-07, + 1.7746641844951228e-07, + 1.773354796341664e-07, + 1.7720481082506012e-07, + 1.7707434096791985e-07, + 1.769445390209512e-07, + 1.7681362862731476e-07, + 1.766824198057293e-07, + 1.7655148099038342e-07, + 1.7642081218127714e-07, + 1.7628991599849542e-07, + 1.7615936087622686e-07, + 1.7602911839276203e-07, + 1.7589908907211793e-07, + 1.7576934396856814e-07, + 1.7564025256433524e-07, + 1.7551141695548722e-07, + 1.753825813466392e-07, + 1.7525401574403077e-07, + 1.751257059368072e-07, + 1.749973392861648e-07, + 1.7486922843090724e-07, + 1.7474135916017985e-07, + 1.7461364620885433e-07, + 1.7448614642034954e-07, + 1.7435816346278443e-07, + 1.7423010945094575e-07, + 1.7410233965620137e-07, + 1.7397479723513243e-07, + 1.7384721218149934e-07, + 1.73719840290687e-07, + 1.7359232629132748e-07, + 1.7346519598504528e-07, + 1.733386341129517e-07, + 1.732123564579524e-07, + 1.7308639144175686e-07, + 1.729606111666726e-07, + 1.7283558406688826e-07, + 1.7271042906941148e-07, + 1.7258507511996868e-07, + 1.7246033223727864e-07, + 1.7233580251740932e-07, + 1.7221179859916447e-07, + 1.7208726887929515e-07, + 1.719629949548107e-07, + 1.7183882050630928e-07, + 1.7171493027490214e-07, + 1.7159128162802517e-07, + 1.7146776087884064e-07, + 1.713444390816221e-07, + 1.712215009774809e-07, + 1.7109924499436602e-07, + 1.7097750060202088e-07, + 1.7085602621591534e-07, + 1.707340118173306e-07, + 1.7061184109934402e-07, + 1.7048947142939141e-07, + 1.7036735755482368e-07, + 1.702455705299144e-07, + 1.7012401087868056e-07, + 1.7000267860112217e-07, + 1.6988190054689767e-07, + 1.6976139249891276e-07, + 1.6964114024631272e-07, + 1.69521570114739e-07, + 1.6940221314598602e-07, + 1.6928308355090849e-07, + 1.6916452239001956e-07, + 1.6904620281366078e-07, + 1.6892840903892647e-07, + 1.6881085684872232e-07, + 1.6869353203219362e-07, + 1.685764914327592e-07, + 1.684596213635814e-07, + 1.6834300708978844e-07, + 1.6822617965317477e-07, + 1.6810952274681767e-07, + 1.679930790032813e-07, + 1.678768768442751e-07, + 1.677605894201406e-07, + 1.6764451515882683e-07, + 1.6752861142776965e-07, + 1.6741296349209733e-07, + 1.672975713518099e-07, + 1.671824065851979e-07, + 1.670674265596972e-07, + 1.669526312753078e-07, + 1.66838404425107e-07, + 1.6672439073772694e-07, + 1.6661039126120158e-07, + 1.6649660494749696e-07, + 1.6638300337490364e-07, + 1.6626960075427633e-07, + 1.6615642550732446e-07, + 1.6604352026661218e-07, + 1.659309987189772e-07, + 1.6581866191245354e-07, + 1.657065382687506e-07, + 1.6559488358325325e-07, + 1.6548382575365395e-07, + 1.6537268265892635e-07, + 1.6526178114872891e-07, + 1.6515143386186537e-07, + 1.6504128552696784e-07, + 1.64930753498993e-07, + 1.6482049147725775e-07, + 1.6471038577492436e-07, + 1.6460053586797585e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.010591802187263966, + -0.007394127082079649, + -0.0025270471815019846, + -0.001626075361855328, + -0.0013414794811978936, + -0.0009483321919105947, + -0.0004968188586644828, + -0.0001553594192955643, + -3.2082743928185664e-06, + 0.0001706887996988371, + 0.0002541763533372432, + 0.0002955191594082862, + 0.0003234407922718674, + 0.0003352870116941631, + 0.0003398732515051961, + 0.0003418971609789878, + 0.00034361836151219904, + 0.0003432614030316472, + 0.0003415106621105224, + 0.0003390686179045588, + 0.00033418842940591276, + 0.0003268986183684319, + 0.00032020051730796695, + 0.0003126648662146181, + 0.00030685061938129365, + 0.0003024705802090466, + 0.0002996693947352469, + 0.000295946461847052, + 0.0002924917498603463, + 0.0002879373205360025, + 0.00028298565302975476, + 0.00027748753200285137, + 0.00027205696096643806, + 0.0002659249003045261, + 0.00025966300745494664, + 0.00025302174617536366, + 0.0002463618293404579, + 0.00024092846433632076, + 0.00023604360467288643, + 0.0002329037233721465, + 0.0002302415232406929, + 0.00022790745424572378, + 0.000225482348469086, + 0.0002233450795756653, + 0.00022051569249015301, + 0.0002177715941797942, + 0.00021522109454963356, + 0.0002127383922925219, + 0.00021053502860013396, + 0.0002082732244161889, + 0.00020638392015825957, + 0.0002047273883363232, + 0.00020249209774192423, + 0.0001997389626922086, + 0.00019681650155689567, + 0.00019393235561437905, + 0.00019051162234973162, + 0.00018767408619169146, + 0.0001852757704909891, + 0.00018260348588228226, + 0.00017977373499888927, + 0.00017727668455336243, + 0.00017450988525524735, + 0.0001715860125841573, + 0.00016876681183930486, + 0.0001660465932218358, + 0.00016391985991504043, + 0.00016188310110010207, + 0.0001600151153979823, + 0.00015843583969399333, + 0.00015672159497626126, + 0.0001551453024148941, + 0.00015361231635324657, + 0.00015207999967969954, + 0.00015062913007568568, + 0.00014937382366042584, + 0.00014833353634458035, + 0.0001471223367843777, + 0.00014604507305193692, + 0.00014512997586280107, + 0.00014419056242331862, + 0.00014340471534524113, + 0.00014262615877669305, + 0.00014209838991519064, + 0.00014150385686662048, + 0.00014091200137045234, + 0.00014025434211362153, + 0.00013946532271802425, + 0.00013865144865121692, + 0.00013788042997475713, + 0.00013708510959986597, + 0.00013613785267807543, + 0.0001353032566839829, + 0.00013457395834848285, + 0.0001336977002210915, + 0.0001328348007518798, + 0.00013195497740525752, + 0.00013111857697367668, + 0.00013032366405241191, + 0.00012962595792487264, + 0.00012893608072772622, + 0.00012803130084648728, + 0.0001270604261662811, + 0.00012610886187758297, + 0.00012507101928349584, + 0.00012387768947519362, + 0.00012276663619559258, + 0.00012173216236988083, + 0.00012074557889718562, + 0.00011975946108577773, + 0.00011884082778124139, + 0.0001180300532723777, + 0.00011734298459487036, + 0.00011668714432744309, + 0.00011606128100538626, + 0.00011546426685526967, + 0.00011487417941680178, + 0.00011408528371248394, + 0.00011337215983076021, + 0.00011261094186920673, + 0.00011192150122951716, + 0.00011122356954729185, + 0.0001105933915823698, + 0.00011010270100086927, + 0.00010965375258820131, + 0.0001092268867068924, + 0.00010873018618440256, + 0.0001082210656022653, + 0.00010773514804895967, + 0.00010718341218307614, + 0.0001066558324964717, + 0.00010615155770210549, + 0.00010577237117104232, + 0.00010542977543082088, + 0.00010515691974433139, + 0.00010490218846825883, + 0.00010458079486852512, + 0.00010421087790746242, + 0.0001037771871779114, + 0.00010336384002584964, + 0.00010288897465215996, + 0.0001024674202199094, + 0.0001020336858346127, + 0.00010158827353734523, + 0.00010117901547346264, + 0.00010068056144518778, + 0.00010021861089626327, + 9.979189053410664e-05, + 9.950445382855833e-05, + 9.924842015607283e-05, + 9.909813525155187e-05, + 9.894789400277659e-05, + 9.885777399176732e-05, + 9.881260484689847e-05, + 9.876729745883495e-05, + 9.869158384390175e-05, + 9.864604362519458e-05, + 9.864604362519458e-05, + 9.858489647740498e-05, + 9.850830247160047e-05, + 9.843158477451652e-05, + 9.837015386437997e-05, + 9.826250607147813e-05, + 9.810876508709043e-05, + 9.803188731893897e-05, + 9.79549004114233e-05, + 9.792404307518154e-05, + 9.783129644347355e-05, + 9.776939259609208e-05, + 9.769195457920432e-05, + 9.74908034550026e-05, + 9.725952259032056e-05, + 9.693752508610487e-05, + 9.649687854107469e-05, + 9.60461693466641e-05, + 9.55858631641604e-05, + 9.502924513071775e-05, + 9.432419756194577e-05, + 9.348105231765658e-05, + 9.236327605322003e-05, + 9.092465916182846e-05, + 8.920105756260455e-05, + 8.723635255591944e-05, + 8.495536167174578e-05, + 8.250730752479285e-05, + 8.008953591343015e-05, + 7.777989958412945e-05, + 7.552221359219402e-05, + 7.343247125390917e-05, + 7.15159039827995e-05, + 6.975635187700391e-05, + 6.817291432525963e-05, + 6.668255082331598e-05, + 6.531861436087638e-05, + 6.404986197594553e-05, + 6.290285818977281e-05, + 6.184044468682259e-05, + 6.085635322961025e-05, + 5.995673927827738e-05, + 5.9117803175468e-05, + 5.831618909724057e-05, + 5.755808888352476e-05, + 5.681820766767487e-05, + 5.611099913949147e-05, + 5.5426848120987415e-05, + 5.4760592320235446e-05, + 5.413050894276239e-05, + 5.35344697709661e-05, + 5.297143434290774e-05, + 5.2428265917114913e-05, + 5.1915420044679195e-05, + 5.1420825911918655e-05, + 5.094556763651781e-05, + 5.0487789849285036e-05, + 5.004498234484345e-05, + 4.960943624610081e-05, + 4.918777267448604e-05, + 4.877154060523026e-05, + 4.8367062845500186e-05, + 4.797018118551932e-05, + 4.7590528993168846e-05, + 4.722308221971616e-05, + 4.687584441853687e-05, + 4.653261203202419e-05, + 4.6199576900107786e-05, + 4.587820149026811e-05, + 4.554563929559663e-05, + 4.521269875112921e-05, + 4.488438571570441e-05, + 4.457167233340442e-05, + 4.426370287546888e-05, + 4.395379437482916e-05, + 4.365214772406034e-05, + 4.336148049333133e-05, + 4.30766012868844e-05, + 4.2790674342541024e-05, + 4.251557766110636e-05, + 4.224339863867499e-05, + 4.19853204220999e-05, + 4.173646084382199e-05, + 4.1493076423648745e-05, + 4.1254315874539316e-05, + 4.101080048712902e-05, + 4.078109850524925e-05, + 4.0545019146520644e-05, + 4.0311813791049644e-05, + 4.007790994364768e-05, + 3.984812065027654e-05, + 3.961915717809461e-05, + 3.9393202314386144e-05, + 3.9155642298283055e-05, + 3.891696542268619e-05, + 3.8682501326547936e-05, + 3.845236642519012e-05, + 3.821876089205034e-05, + 3.7979956687195227e-05, + 3.7740184779977426e-05, + 3.7502290069824085e-05, + 3.7252782931318507e-05, + 3.701305467984639e-05, + 3.676239066408016e-05, + 3.651639417512342e-05, + 3.627213664003648e-05, + 3.6040710256202146e-05, + 3.581952478270978e-05, + 3.558994285413064e-05, + 3.536238364176825e-05, + 3.513485717121512e-05, + 3.489139271550812e-05, + 3.464948895270936e-05, + 3.4403183235554025e-05, + 3.416225445107557e-05, + 3.3917145628947765e-05, + 3.3670392440399155e-05, + 3.341619958519004e-05, + 3.3142561733257025e-05, + 3.286737046437338e-05, + 3.260451921960339e-05, + 3.232959352317266e-05, + 3.20610633934848e-05, + 3.1807150662643835e-05, + 3.156399179715663e-05, + 3.132665005978197e-05, + 3.108247256022878e-05, + 3.083833507844247e-05, + 3.060188464587554e-05, + 3.0371153115993366e-05, + 3.014461435668636e-05, + 2.9923059628345072e-05, + 2.9718476071138866e-05, + 2.9518712835852057e-05, + 2.932479401351884e-05, + 2.913917887781281e-05, + 2.8960459530935623e-05, + 2.8786571419914253e-05, + 2.8613274480449036e-05, + 2.8443197152228095e-05, + 2.8272932468098588e-05, + 2.8097667382098734e-05, + 2.79231298918603e-05, + 2.7754676921176724e-05, + 2.7592352125793695e-05, + 2.7432293791207485e-05, + 2.727853279793635e-05, + 2.7133568437420763e-05, + 2.6992702260031365e-05, + 2.6854642783291638e-05, + 2.672080518095754e-05, + 2.6588086257106625e-05, + 2.6456016712472774e-05, + 2.6327288651373237e-05, + 2.6204632376902737e-05, + 2.608173235785216e-05, + 2.5962544896174222e-05, + 2.5846564312814735e-05, + 2.573610981926322e-05, + 2.5627989089116454e-05, + 2.5524146622046828e-05, + 2.5423270926694386e-05, + 2.5325398382847197e-05, + 2.5229091988876462e-05, + 2.5133409508271143e-05, + 2.503826362953987e-05, + 2.4942424715845846e-05, + 2.4845607185852714e-05, + 2.475010660418775e-05, + 2.4655621018609963e-05, + 2.456247602822259e-05, + 2.447073165967595e-05, + 2.4378094167332165e-05, + 2.4287714040838182e-05, + 2.4198265236918814e-05, + 2.41100751736667e-05, + 2.4023971491260454e-05, + 2.3938924641697668e-05, + 2.3853865059209056e-05, + 2.3768447135807946e-05, + 2.3683945983066224e-05, + 2.3599164705956355e-05, + 2.351632429054007e-05, + 2.343475898669567e-05, + 2.3354434233624488e-05, + 2.327322908968199e-05, + 2.319272971362807e-05, + 2.3111635528039187e-05, + 2.3031889213598333e-05, + 2.295391277584713e-05, + 2.287523602717556e-05, + 2.279560430906713e-05, + 2.2718098989571445e-05, + 2.2640801034867764e-05, + 2.2563857783097774e-05, + 2.2488618924398907e-05, + 2.2414002160076052e-05, + 2.2339347196975723e-05, + 2.2266083760769106e-05, + 2.2194206394487992e-05, + 2.2123605958768167e-05, + 2.205436430813279e-05, + 2.1986361389281228e-05, + 2.191896601289045e-05, + 2.185322045988869e-05, + 2.178869726776611e-05, + 2.1725463739130646e-05, + 2.166303056583274e-05, + 2.16016560443677e-05, + 2.1541078240261413e-05, + 2.1481924704858102e-05, + 2.142474659194704e-05, + 2.136907096428331e-05, + 2.131510518665891e-05, + 2.1262034351821057e-05, + 2.1210928025539033e-05, + 2.116102768923156e-05, + 2.1110650777700357e-05, + 2.106196370732505e-05, + 2.1013631339883432e-05, + 2.0964975192327984e-05, + 2.0916591893183067e-05, + 2.0868994397460483e-05, + 2.082235187117476e-05, + 2.0775247321580537e-05, + 2.0728703020722605e-05, + 2.068201320071239e-05, + 2.0635912733268924e-05, + 2.058977224805858e-05, + 2.0543990103760734e-05, + 2.0497889636317268e-05, + 2.0452651369851083e-05, + 2.0407611373229884e-05, + 2.036309706454631e-05, + 2.0319803297752514e-05, + 2.0276967916288413e-05, + 2.0234832845744677e-05, + 2.019194835156668e-05, + 2.014916026382707e-05, + 2.0107194359297864e-05, + 2.006515205721371e-05, + 2.0023238903377205e-05, + 1.9981569494120777e-05, + 1.9940498532378115e-05, + 1.9900182451237924e-05, + 1.986112692975439e-05, + 1.9823035472654738e-05, + 1.9785335098276846e-05, + 1.974766382772941e-05, + 1.9710489141289145e-05, + 1.967344360309653e-05, + 1.963753493328113e-05, + 1.960147710633464e-05, + 1.9565861293813214e-05, + 1.9530531062628143e-05, + 1.9495444576023147e-05, + 1.9460831026663072e-05, + 1.9425826394581236e-05, + 1.9391121895750985e-05, + 1.9356653865543194e-05, + 1.932203485921491e-05, + 1.9287237591925077e-05, + 1.9252456695539877e-05, + 1.9217952285544015e-05, + 1.9184013581252657e-05, + 1.915036227728706e-05, + 1.9116427210974507e-05, + 1.908269950945396e-05, + 1.904924283735454e-05, + 1.9016244550584815e-05, + 1.8983011614182033e-05, + 1.894951128633693e-05, + 1.891644023999106e-05, + 1.8882970834965818e-05, + 1.8848655599867925e-05, + 1.8814527720678598e-05, + 1.8780243408400565e-05, + 1.874583358585369e-05, + 1.8711711163632572e-05, + 1.867767787189223e-05, + 1.8643619114300236e-05, + 1.8609085600473918e-05, + 1.8574548448668793e-05, + 1.85408480319893e-05, + 1.8507151253288612e-05, + 1.8473676391295157e-05, + 1.844021608121693e-05, + 1.840722507040482e-05, + 1.837434683693573e-05, + 1.8341763279750012e-05, + 1.8309419829165563e-05, + 1.8277383787790313e-05, + 1.8245949831907637e-05, + 1.821457590267528e-05, + 1.8183513020630926e-05, + 1.815337236621417e-05, + 1.812372101994697e-05, + 1.809428067645058e-05, + 1.806490217859391e-05, + 1.8035962057183497e-05, + 1.800729296519421e-05, + 1.7978638425120153e-05, + 1.795076059352141e-05, + 1.7922924598678946e-05, + 1.7895530618261546e-05, + 1.7868624127004296e-05, + 1.784173582564108e-05, + 1.7815238606999628e-05, + 1.7789208868634887e-05, + 1.7763481082511134e-05, + 1.77380188688403e-05, + 1.7712502085487358e-05, + 1.7687107174424455e-05, + 1.7661954188952222e-05, + 1.76368066604482e-05, + 1.7611626390134916e-05, + 1.7586478861630894e-05, + 1.7561460481374525e-05, + 1.7536600353196263e-05, + 1.7511418263893574e-05, + 1.748623253661208e-05, + 1.746123962220736e-05, + 1.7436404959880747e-05, + 1.7411217413609847e-05, + 1.7386160834576003e-05, + 1.7361056961817667e-05, + 1.7336016753688455e-05, + 1.7310814655502327e-05, + 1.728565985104069e-05, + 1.726041955407709e-05, + 1.723537570796907e-05, + 1.721042463032063e-05, + 1.718558996799402e-05, + 1.7160702554974705e-05, + 1.713595884211827e-05, + 1.711139157123398e-05, + 1.70871371665271e-05, + 1.7062815459212288e-05, + 1.7038912119460292e-05, + 1.7014919649227522e-05, + 1.699085987638682e-05, + 1.6966925613814965e-05, + 1.6942840375122614e-05, + 1.6918624169193208e-05, + 1.6894460713956505e-05, + 1.6870288163772784e-05, + 1.6846332073328085e-05, + 1.6822643374325708e-05, + 1.679894921835512e-05, + 1.677532054600306e-05, + 1.6751690054661594e-05, + 1.672801408858504e-05, + 1.670420533628203e-05, + 1.6680529370205477e-05, + 1.6656542356940918e-05, + 1.6632387996651232e-05, + 1.6608248188276775e-05, + 1.658407927607186e-05, + 1.6560252333874814e-05, + 1.6536581824766472e-05, + 1.6513433365616947e-05, + 1.6490143025293946e-05, + 1.6467010937049054e-05, + 1.6443798813270405e-05, + 1.6420513929915614e-05, + 1.6397656509070657e-05, + 1.6374597180401906e-05, + 1.6351374142686836e-05, + 1.6328274796251208e-05, + 1.6305435565300286e-05, + 1.6282658179989085e-05, + 1.6259758922387846e-05, + 1.623697971808724e-05, + 1.621419141883962e-05, + 1.6191392205655575e-05, + 1.6168653019121848e-05, + 1.6145837435033172e-05, + 1.612318192201201e-05, + 1.6100588254630566e-05, + 1.607814738235902e-05, + 1.6055597370723262e-05, + 1.6033038264140487e-05, + 1.6010480976547115e-05, + 1.5987874576239847e-05, + 1.5965390048222616e-05, + 1.5942998288664967e-05, + 1.5920701116556302e-05, + 1.5898589481366798e-05, + 1.5876621546340175e-05, + 1.5854700905038044e-05, + 1.5832853023312055e-05, + 1.5810959666850977e-05, + 1.5789255485287867e-05, + 1.5767414879519492e-05, + 1.574537054693792e-05, + 1.5723284377600066e-05, + 1.5701229131082073e-05, + 1.567928120493889e-05, + 1.5657435142202303e-05, + 1.563559999340214e-05, + 1.561371209390927e-05, + 1.5591933333780617e-05, + 1.5570385585306212e-05, + 1.554902337375097e-05, + 1.5527844880125485e-05, + 1.5506688214372844e-05, + 1.548543878016062e-05, + 1.54641911649378e-05, + 1.54430545080686e-05, + 1.5422121578012593e-05, + 1.540126140753273e-05, + 1.5380666809505783e-05, + 1.5360108591266908e-05, + 1.533963586553e-05, + 1.5319397789426148e-05, + 1.5299199731089175e-05, + 1.5279141734936275e-05, + 1.5259160136338323e-05, + 1.5239303138514515e-05, + 1.5219515262288041e-05, + 1.5199826520984061e-05, + 1.5180153241090011e-05, + 1.5160559087235015e-05, + 1.5141112271521706e-05, + 1.5121686374186538e-05, + 1.5102364159247372e-05, + 1.5083162907103542e-05, + 1.5064077160786837e-05, + 1.5045243344502524e-05, + 1.5026531400508247e-05, + 1.5007919500931166e-05, + 1.498928941146005e-05, + 1.4970971278671641e-05, + 1.4952783203625586e-05, + 1.4934675164113287e-05, + 1.4916589861968532e-05, + 1.4898687368258834e-05, + 1.4880803064443171e-05, + 1.4862966054352e-05, + 1.4845104487903882e-05, + 1.4827402992523275e-05, + 1.4809831554885022e-05, + 1.479243474022951e-05, + 1.4775178897252772e-05, + 1.4757976714463439e-05, + 1.4740833648829721e-05, + 1.4723800632054918e-05, + 1.4707017726323102e-05, + 1.4690291209262796e-05, + 1.467349829908926e-05, + 1.4656872735940851e-05, + 1.4640242625318933e-05, + 1.462378440919565e-05, + 1.460733801650349e-05, + 1.459101440559607e-05, + 1.4574786291632336e-05, + 1.4558655493601691e-05, + 1.4542601093125995e-05, + 1.4526634913636371e-05, + 1.451074149372289e-05, + 1.449485444027232e-05, + 1.4479021956503857e-05, + 1.4463149454968516e-05, + 1.4447179637500085e-05, + 1.4431269846681971e-05, + 1.4415349141927436e-05, + 1.4399497558770236e-05, + 1.4383757843461353e-05, + 1.4367955373018049e-05, + 1.435206377209397e-05, + 1.4336226740851998e-05, + 1.432038152415771e-05, + 1.4304639989859425e-05, + 1.4288967577158473e-05, + 1.4273379747464787e-05, + 1.4257885595725384e-05, + 1.4242467841540929e-05, + 1.4226897292246576e-05, + 1.4211324014468119e-05, + 1.4195846233633347e-05, + 1.418042211298598e-05, + 1.4165020729706157e-05, + 1.4149803064356092e-05, + 1.4134527191345114e-05, + 1.4119335901341401e-05, + 1.4104287402005866e-05, + 1.408926891599549e-05, + 1.4074396858632099e-05, + 1.405963394063292e-05, + 1.4044858289707918e-05, + 1.4030154488864355e-05, + 1.401545978296781e-05, + 1.4000739611219615e-05, + 1.3986032172397245e-05, + 1.3971462067274842e-05, + 1.395694835082395e-05, + 1.394247647112934e-05, + 1.3928070984547958e-05, + 1.391371824865928e-05, + 1.3899449186283164e-05, + 1.3885400221624877e-05, + 1.3871344890503678e-05, + 1.3857365047442727e-05, + 1.3843393389834091e-05, + 1.3829469025949948e-05, + 1.3815551938023418e-05, + 1.3801638488075696e-05, + 1.3787777788820677e-05, + 1.3773963473795447e-05, + 1.3760130059381481e-05, + 1.374637577100657e-05, + 1.3732599654758815e-05, + 1.3718923582928255e-05, + 1.3705369383387733e-05, + 1.3691867025045212e-05, + 1.3678513823833782e-05, + 1.3665281585417688e-05, + 1.3652011148224119e-05, + 1.3638743439514656e-05, + 1.3625545761897229e-05, + 1.3612394468509592e-05, + 1.359922498522792e-05, + 1.3586027307610493e-05, + 1.3572792340710294e-05, + 1.3559639228333253e-05, + 1.3546527043217793e-05, + 1.3533503988583107e-05, + 1.3520514585252386e-05, + 1.3507559742720332e-05, + 1.3494589438778348e-05, + 1.3481700989359524e-05, + 1.3468947145156562e-05, + 1.3456309716275427e-05, + 1.3443715033645276e-05, + 1.3431081242742948e-05, + 1.3418472008197568e-05, + 1.3405890967987943e-05, + 1.3393393601290882e-05, + 1.338091169600375e-05, + 1.3368699910643045e-05, + 1.3356670024222694e-05, + 1.3344657418201678e-05, + 1.3332728485693224e-05, + 1.3320831385499332e-05, + 1.3309003406902775e-05, + 1.329719725617906e-05, + 1.3285565728438087e-05, + 1.327394784311764e-05, + 1.3262415450299159e-05, + 1.3250783922558185e-05, + 1.3239183317637071e-05, + 1.3227624549472239e-05, + 1.32161649162299e-05, + 1.3204651622800156e-05, + 1.3193150152801536e-05, + 1.318165595876053e-05, + 1.3170281818020158e-05, + 1.3158894034859259e-05, + 1.3147497156751342e-05, + 1.3136146662873216e-05, + 1.312479071202688e-05, + 1.3113526620145421e-05, + 1.3102463526593056e-05, + 1.309144136030227e-05, + 1.3080546523269732e-05, + 1.3069595297565684e-05, + 1.3058593140158337e-05, + 1.304768375121057e-05, + 1.3036696145718452e-05, + 1.3025750376982614e-05, + 1.3014815522183198e-05, + 1.3003880667383783e-05, + 1.2992984011361841e-05, + 1.2981977306480985e-05, + 1.2970850548299495e-05, + 1.2959785635757726e-05, + 1.2948677067470271e-05, + 1.2937658539158292e-05, + 1.2926629096909892e-05, + 1.2915531442558859e-05, + 1.2904331924801227e-05, + 1.2893093298771419e-05, + 1.2881960174127016e-05, + 1.2870777936768718e-05, + 1.2859614798799157e-05, + 1.2848462574766017e-05, + 1.2837220310757402e-05, + 1.2826006241084542e-05, + 1.2814839465136174e-05, + 1.2803685422113631e-05, + 1.2792558663932141e-05, + 1.2781458281097002e-05, + 1.2770259672834072e-05, + 1.2759089258906897e-05, + 1.2747947039315477e-05, + 1.2736771168420091e-05, + 1.2725610758934636e-05, + 1.2714495824184269e-05, + 1.2703336324193515e-05, + 1.2692004929704126e-05, + 1.2680702639045194e-05, + 1.2669338502746541e-05, + 1.2657986189879011e-05, + 1.2646652976400219e-05, + 1.2635333405341953e-05, + 1.2624002920347266e-05, + 1.2612733371497598e-05, + 1.2601513844856527e-05, + 1.2590302503667772e-05, + 1.2579078429553192e-05, + 1.2567889825731982e-05, + 1.2556703950394876e-05, + 1.2545556273835246e-05, + 1.253439040738158e-05, + 1.2523272744147107e-05, + 1.2512186913227197e-05, + 1.2501132914621849e-05, + 1.2490118933783378e-05, + 1.2479157703637611e-05, + 1.2468213753891177e-05, + 1.2457307093427517e-05, + 1.2446422260836698e-05, + 1.243557835550746e-05, + 1.2424750821082853e-05, + 1.2413956937962212e-05, + 1.2403185792209115e-05, + 1.2392440112307668e-05, + 1.2381790838844609e-05, + 1.2371169759717304e-05, + 1.2360603250272106e-05, + 1.2350080396572594e-05, + 1.2339613022049889e-05, + 1.2329147466516588e-05, + 1.2318706467340235e-05, + 1.2308327313803602e-05, + 1.229799454449676e-05, + 1.2287720892345533e-05, + 1.2277519090275746e-05, + 1.2267324564163573e-05, + 1.2257156413397752e-05, + 1.224696279678028e-05, + 1.2236818292876706e-05, + 1.222670471179299e-05, + 1.2216592949698679e-05, + 1.2206473002152052e-05, + 1.2196379429951776e-05, + 1.218629131471971e-05, + 1.2176228665339295e-05, + 1.2166172382421792e-05, + 1.2156149750808254e-05, + 1.2146151675551664e-05, + 1.2136106306570582e-05, + 1.2126088222430553e-05, + 1.211608832818456e-05, + 1.2106062058592215e-05, + 1.2096001228201203e-05, + 1.2085990420018788e-05, + 1.2075992344762199e-05, + 1.2066018825862557e-05, + 1.2056068044330459e-05, + 1.2046104529872537e-05, + 1.2036130101478193e-05, + 1.20261302072322e-05, + 1.2016155778837856e-05, + 1.2006188626401126e-05, + 1.199623875436373e-05, + 1.1986381650785916e-05, + 1.1976530913671013e-05, + 1.1966702004428953e-05, + 1.1956922207900789e-05, + 1.1947165148740169e-05, + 1.1937435374420602e-05, + 1.1927701052627526e-05, + 1.1917973097297363e-05, + 1.1908243322977796e-05, + 1.1898466254933737e-05, + 1.1888711924257223e-05, + 1.1878984878421761e-05, + 1.1869315130752511e-05, + 1.1859661753987893e-05, + 1.1850029295601416e-05, + 1.1840408660646062e-05, + 1.1830808944068849e-05, + 1.1821232874353882e-05, + 1.1811675904027652e-05, + 1.180213803309016e-05, + 1.179260198114207e-05, + 1.1783105037466157e-05, + 1.1773632650147192e-05, + 1.1764221198973246e-05, + 1.1754852494050283e-05, + 1.1745506526494864e-05, + 1.1736154192476533e-05, + 1.1726827324309852e-05, + 1.1717497727659065e-05, + 1.1708212696248665e-05, + 1.1698964044626337e-05, + 1.1689732673403341e-05, + 1.1680565876304172e-05, + 1.1671438187477179e-05, + 1.1662331417028327e-05, + 1.165329922514502e-05, + 1.1644315236480907e-05, + 1.1635321243375074e-05, + 1.1626355444604997e-05, + 1.1617411473707762e-05, + 1.1608487511693966e-05, + 1.1599545359786134e-05, + 1.1590621397772338e-05, + 1.1581681974348612e-05, + 1.1572764378797729e-05, + 1.1563924999791197e-05, + 1.1555107448657509e-05, + 1.1546349014679436e-05, + 1.1537606951605994e-05, + 1.15288894448895e-05, + 1.1520155567268375e-05, + 1.1511444427014794e-05, + 1.1502751476655249e-05, + 1.1494084901642054e-05, + 1.1485441973491106e-05, + 1.1476868166937493e-05, + 1.146833528764546e-05, + 1.1459823326731566e-05, + 1.1451314094301779e-05, + 1.144284487963887e-05, + 1.143435565609252e-05, + 1.1425887350924313e-05, + 1.1417429959692527e-05, + 1.1408989848860074e-05, + 1.1400566108932253e-05, + 1.1392136912036221e-05, + 1.1383706805645488e-05, + 1.1375282156222966e-05, + 1.1366899343556724e-05, + 1.13585247163428e-05, + 1.135014281317126e-05, + 1.1341778190399054e-05, + 1.1333429029036779e-05, + 1.132512443291489e-05, + 1.131674707721686e-05, + 1.130834971263539e-05, + 1.1299969628453255e-05, + 1.1291606824670453e-05, + 1.128322855947772e-05, + 1.1274871212663129e-05, + 1.1266537512710784e-05, + 1.1258218364673667e-05, + 1.124991467804648e-05, + 1.1241653737670276e-05, + 1.1233408258704003e-05, + 1.122516277973773e-05, + 1.1216933671676088e-05, + 1.1208720934519079e-05, + 1.120050364988856e-05, + 1.1192307283636183e-05, + 1.118412365030963e-05, + 1.1175950930919498e-05, + 1.1167791853949893e-05, + 1.1159601854160428e-05, + 1.1151406397402752e-05, + 1.114322822104441e-05, + 1.1135064596601296e-05, + 1.1126899153168779e-05, + 1.1118750080640893e-05, + 1.1110589184681885e-05, + 1.1102453754574526e-05, + 1.1094353794760536e-05, + 1.1086272024840582e-05, + 1.1078208444814663e-05, + 1.1070158507209271e-05, + 1.1062155863328371e-05, + 1.1054145943489857e-05, + 1.1046125109714922e-05, + 1.1038141565222759e-05, + 1.1030172572645824e-05, + 1.1022236321878154e-05, + 1.1014265510311816e-05, + 1.1006311979144812e-05, + 1.0998363904946018e-05, + 1.0990434930135962e-05, + 1.0982522326230537e-05, + 1.0974617907777429e-05, + 1.0966724403260741e-05, + 1.0958856364595704e-05, + 1.0951031981676351e-05, + 1.0943240340566263e-05, + 1.0935465070360806e-05, + 1.0927655239356682e-05, + 1.0919837222900242e-05, + 1.0912005564023275e-05, + 1.0904192095040344e-05, + 1.0896396815951448e-05, + 1.0888616998272482e-05, + 1.0880849913519341e-05, + 1.0873119208554272e-05, + 1.0865404874493834e-05, + 1.0857711458811536e-05, + 1.085005987988552e-05, + 1.0842422852874734e-05, + 1.083479764929507e-05, + 1.0827209734998178e-05, + 1.0819636372616515e-05, + 1.081209848052822e-05, + 1.0804573321365751e-05, + 1.0797063623613212e-05, + 1.0789573934744112e-05, + 1.0782095159811433e-05, + 1.0774631846288685e-05, + 1.0767155799840111e-05, + 1.0759688848338556e-05, + 1.0752236448752228e-05, + 1.074479860108113e-05, + 1.073735529644182e-05, + 1.072992745321244e-05, + 1.0722510523919482e-05, + 1.0715109965531155e-05, + 1.0707725778047461e-05, + 1.0700355232984293e-05, + 1.0692996511352248e-05, + 1.0685649613151327e-05, + 1.0678337275749072e-05, + 1.0671040399756748e-05, + 1.0663745342753828e-05, + 1.0656464837666135e-05, + 1.064919342752546e-05, + 1.0641936569300015e-05, + 1.0634693353495095e-05, + 1.0627466508594807e-05, + 1.0620264220051467e-05, + 1.0613072845444549e-05, + 1.0605897841742262e-05, + 1.0598752851365134e-05, + 1.059164605976548e-05, + 1.0584532901702914e-05, + 1.0577435205050278e-05, + 1.057037206919631e-05, + 1.0563321666268166e-05, + 1.0556246706983075e-05, + 1.0549188118602615e-05, + 1.0542143172642682e-05, + 1.0535113688092679e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.5422534942626953, + 0.5714285373687744, + 0.5, + 1.0, + 1.0, + 1.0, + 0.8333333134651184, + 1.0, + 1.0, + 0.9090908765792847, + 1.0, + 0.75, + 0.6666666269302368, + 0.8333333134651184, + 1.0, + 1.0, + 1.0, + 0.8999999761581421, + 1.0, + 1.0, + 0.9545454382896423, + 1.0, + 0.8400000333786011, + 0.761904776096344, + 0.625, + 1.0, + 0.9230769276618958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8974359035491943, + 0.9714285731315613, + 0.6764705777168274, + 0.8695652484893799, + 0.8999999761581421, + 1.0, + 0.8947368264198303, + 1.0, + 1.0, + 0.95652174949646, + 1.0, + 0.9090908765792847, + 1.0, + 0.8571428656578064, + 0.8888888955116272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.875, + 0.8857142925262451, + 1.0, + 1.0, + 0.925000011920929, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8199999928474426, + 1.0, + 0.9512194991111755, + 0.8717948794364929, + 1.0, + 0.9473684430122375, + 1.0, + 1.0, + 0.9729729890823364, + 0.8888888955116272, + 0.84375, + 1.0, + 0.90625, + 0.8620689511299133, + 1.0, + 0.8461538553237915, + 1.0, + 0.6818181872367859, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9583333134651184, + 1.0, + 1.0, + 0.8965517282485962, + 0.8846153616905212, + 1.0, + 1.0, + 1.0, + 0.9655172228813171, + 0.9642857313156128, + 0.8888888955116272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.95652174949646, + 0.9545454382896423, + 0.976190447807312, + 1.0, + 0.9523809552192688, + 0.8999999761581421, + 0.8611111044883728, + 0.9677419662475586, + 0.9666666388511658, + 0.9655172228813171, + 1.0, + 1.0, + 0.9210526347160339, + 1.0, + 0.9210526347160339, + 1.0, + 0.9166666865348816, + 0.7878787517547607, + 0.9230769276618958, + 0.9583333134651184, + 1.0, + 1.0, + 0.9642857313156128, + 1.0, + 0.9677419662475586, + 0.9666666388511658, + 0.7586206793785095, + 0.9090908765792847, + 0.800000011920929, + 0.9375, + 1.0, + 1.0, + 1.0, + 0.9615384340286255, + 1.0, + 0.8965517282485962, + 1.0, + 1.0, + 0.9285714030265808, + 1.0, + 0.9375, + 0.9333333373069763, + 0.6785714626312256, + 0.8947368264198303, + 0.5882352590560913, + 1.0, + 0.6000000238418579, + 0.5, + 1.0, + 1.0, + 0.6000000238418579, + 0.0, + NaN, + 1.0, + 1.0, + 0.800000011920929, + 1.0, + 1.0, + 0.5, + 1.0, + 0.3999999761581421, + 1.0, + 0.6666666269302368, + 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, + 1.0, + 1.0, + 0.9813084006309509, + 1.0, + 0.9906832575798035, + 1.0, + 0.971875011920929, + 0.9903537034988403, + 0.9870129823684692, + 0.9703947305679321, + 0.9864406585693359, + 1.0, + 0.9965928196907043, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920508861541748, + 0.9903846383094788, + 0.9870550036430359, + 1.0, + 0.9837133288383484, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907692074775696, + 1.0, + 0.9751552939414978, + 1.0, + 1.0, + 0.9937499761581421, + 1.0, + 1.0, + 1.0, + 0.983146071434021, + 1.0, + 1.0, + 1.0, + 0.9918699264526367, + 1.0, + 1.0, + 0.9895012974739075, + 1.0, + 0.9739583134651184, + 0.9893048405647278, + 1.0, + 1.0, + 1.0, + 0.9666666388511658, + 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, + 0.9910203814506531, + 1.0, + 1.0, + 1.0, + 0.9794420003890991, + 0.9850075244903564, + 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, + 0.9929922819137573, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9669837951660156, + 1.0, + 1.0, + 0.9966310858726501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977924823760986, + 0.9774336218833923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9833472371101379, + 1.0, + 1.0, + 1.0, + 0.9800244569778442, + 1.0, + 0.9863579869270325, + 0.9966471195220947, + 0.9945332407951355, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996508359909058, + 1.0, + 1.0, + 0.9993190169334412, + 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, + 0.9958333373069763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947928786277771, + 1.0, + 0.9983349442481995, + 1.0, + 1.0, + 1.0, + 0.9934148788452148, + 0.9825994372367859, + 0.9891579151153564, + 0.9839240312576294, + 0.9977719783782959, + 0.9764297008514404, + 0.9893279075622559, + 1.0, + 0.9789552688598633, + 1.0, + 1.0, + 1.0, + 0.9960312247276306, + 0.9917818307876587, + 1.0, + 1.0, + 1.0, + 0.9992756247520447, + 1.0, + 1.0, + 1.0, + 0.993004560470581, + 1.0, + 0.9997668862342834, + 0.9855427145957947, + 1.0, + 0.9940863251686096, + 1.0, + 1.0, + 0.9912853837013245, + 1.0, + 1.0, + 1.0, + 0.9979686141014099, + 0.991631805896759, + 0.9781047105789185, + 0.984376847743988, + 0.9985787272453308, + 1.0, + 0.9955288767814636, + 1.0, + 0.9793062806129456, + 1.0, + 0.9957310557365417, + 1.0, + 1.0, + 0.9942891001701355, + 1.0, + 0.9992955327033997, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912688732147217, + 0.9990848898887634, + 1.0, + 1.0, + 1.0, + 0.9937092661857605, + 1.0, + 1.0, + 0.9947356581687927, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840869307518005, + 1.0, + 1.0, + 1.0, + 0.9941973090171814, + 1.0, + 0.9990317821502686, + 1.0, + 0.998256504535675, + 0.9887444376945496, + 1.0, + 0.9990242123603821, + 0.9773393273353577, + 0.9906056523323059, + 0.9995964765548706, + 1.0, + 0.9915611743927002, + 0.9971631169319153, + 1.0, + 0.9806060791015625, + 1.0, + 0.9900532960891724, + 0.9879854917526245, + 1.0, + 0.9910295009613037, + 0.9877907633781433, + 0.9936068058013916, + 0.9948525428771973, + 1.0, + 1.0, + 0.9955142736434937, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987319111824036, + 1.0, + 1.0, + 0.9975229501724243, + 0.9987584352493286, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976472854614258, + 1.0, + 1.0, + 1.0, + 0.9996109008789062, + 0.9982483386993408, + 0.9937609434127808, + 1.0, + 0.9879330396652222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996436595916748, + 0.9939770102500916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998164772987366, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913929104804993, + 0.9989369511604309, + 0.983150064945221, + 1.0, + 0.9994649291038513, + 1.0, + 1.0, + 0.9868467450141907, + 1.0, + 1.0, + 1.0, + 0.9939435720443726, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984906911849976, + 1.0, + 0.9996649622917175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970765113830566, + 0.9998371005058289, + 1.0, + 1.0, + 1.0, + 0.9966205358505249, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946409463882446, + 0.9967672228813171, + 0.9966022968292236, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955947399139404, + 1.0, + 0.9923838376998901, + 1.0, + 1.0, + 0.9934331178665161, + 1.0, + 0.9980073571205139, + 1.0, + 0.9986191987991333, + 1.0, + 0.9998465776443481, + 1.0, + 1.0, + 0.9971005916595459, + 1.0, + 0.9993900656700134, + 0.9983216524124146, + 0.9986245036125183, + 0.9912763833999634, + 0.9979928731918335, + 1.0, + 1.0, + 0.9875365495681763, + 0.9971953630447388, + 0.9998437762260437, + 1.0, + 0.9940791726112366, + 1.0, + 1.0, + 1.0, + 0.9951945543289185, + 0.9967289566993713, + 0.9940615892410278, + 0.9959126114845276, + 1.0, + 1.0, + 0.9974775314331055, + 0.9900426864624023, + 1.0, + 1.0, + 0.9938242435455322, + 1.0, + 0.9933344125747681, + 1.0, + 0.9961771368980408, + 0.9977614283561707, + 0.9983974099159241, + 0.9988763928413391, + 0.9980716705322266, + 0.9988729953765869, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992130994796753, + 0.9965348839759827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970597624778748, + 1.0, + 0.9981375336647034, + 0.9975120425224304, + 0.9985970258712769, + 1.0, + 1.0, + 0.9973914623260498, + 1.0, + 1.0, + 0.9923242330551147, + 1.0, + 0.998003363609314, + 0.9939981698989868, + 1.0, + 0.993661105632782, + 0.9959545731544495, + 1.0, + 0.9992221593856812, + 1.0, + 1.0, + 1.0, + 0.9939898252487183, + 0.9993798732757568, + 1.0, + 0.998604416847229, + 0.9995341897010803, + 0.9981358051300049, + 0.9877042770385742, + 1.0, + 0.99764484167099, + 1.0, + 0.9996860027313232, + 1.0, + 1.0, + 1.0, + 0.999687671661377, + 1.0, + 0.997356116771698, + 1.0, + 0.9958093762397766, + 0.9940773248672485, + 0.9992160797119141, + 0.9918406009674072, + 0.9944629073143005, + 1.0, + 1.0, + 0.9976340532302856, + 0.9993675947189331, + 1.0, + 1.0, + 1.0, + 0.997350811958313, + 0.9998437762260437, + 0.9960931539535522, + 1.0, + 1.0, + 1.0, + 0.9965640902519226, + 0.9923209547996521, + 0.993682861328125, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960548877716064, + 1.0, + 0.9808604717254639, + 0.9877439141273499, + 1.0, + 0.9955990314483643, + 0.999836266040802, + 0.9967250823974609, + 1.0, + 0.9876847267150879, + 1.0, + 0.9950182437896729, + 1.0, + 1.0, + 0.9988448619842529, + 0.993722140789032, + 1.0, + 1.0, + 1.0, + 0.9919368028640747, + 1.0, + 1.0, + 0.998353123664856, + 1.0, + 0.9942424893379211, + 0.9844473600387573, + 0.9984874129295349, + 0.9905740022659302, + 1.0, + 1.0, + 0.9943048357963562, + 1.0, + 0.9984980225563049, + 1.0, + 1.0, + 0.9986675381660461, + 1.0, + 1.0, + 0.9973987936973572, + 1.0, + 0.9941691160202026, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993039071559906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982826113700867, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986202716827393, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972001314163208, + 0.9982267022132874, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992657899856567, + 1.0, + 0.9983903765678406, + 0.9997068643569946, + 0.9998533725738525, + 0.9989736080169678, + 0.9983854293823242, + 1.0, + 0.9991188049316406, + 1.0, + 0.9988247156143188, + 1.0, + 0.999559223651886, + 1.0, + 1.0, + 0.9939767718315125, + 1.0, + 0.99733966588974, + 0.9982216954231262, + 0.9973278045654297, + 1.0, + 1.0, + 0.9965839982032776, + 0.9985097050666809, + 0.9967164397239685, + 0.9952081441879272, + 1.0, + 0.999699592590332, + 1.0, + 0.9974585175514221, + 0.9994004964828491, + 1.0, + 1.0, + 0.9997017979621887, + 1.0, + 1.0, + 1.0, + 0.9991081953048706, + 0.9998512268066406, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975171685218811, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998555779457092, + 1.0, + 1.0, + 0.9930835962295532, + 1.0, + 1.0, + 0.9979721903800964, + 1.0, + 0.9995645880699158, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997137188911438, + 0.9968499541282654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998566508293152, + 1.0, + 1.0, + 1.0, + 0.9982854723930359, + 0.9997137784957886, + 0.9958482384681702, + 0.9976998567581177, + 0.9998559355735779, + 1.0, + 0.9995689392089844, + 1.0, + 0.9978494644165039, + 0.998275876045227, + 1.0, + 0.9951093196868896, + 0.9979763031005859, + 0.9998551607131958, + 0.9940605759620667, + 0.9969396591186523, + 1.0, + 0.9989804625511169, + 0.9997084140777588, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995660781860352, + 0.9934886693954468, + 1.0, + 0.9954850077629089, + 1.0, + 0.9992685914039612, + 1.0, + 0.9995626211166382, + 0.9998541474342346, + 0.9991247057914734, + 0.9998539686203003, + 0.9940128326416016, + 0.9972087740898132, + 0.9997053742408752, + 1.0, + 0.9973517656326294, + 1.0, + 0.9995594024658203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970832467079163, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996796727180481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995700120925903, + 0.9997132420539856, + 1.0, + 1.0, + 0.9969892501831055, + 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, + 0.9990144968032837, + 0.9976043105125427, + 0.9998587369918823, + 0.9997174143791199, + 1.0, + 0.9961858987808228, + 1.0, + 1.0, + 0.9973235726356506, + 1.0, + 0.9980228543281555, + 1.0, + 1.0, + 1.0, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 0.998878002166748, + 0.9964897632598877, + 0.9977455139160156, + 0.9998587965965271, + 1.0, + 1.0, + 1.0, + 0.9998606443405151, + 0.9995818734169006, + 1.0, + 1.0, + 0.9973515272140503, + 0.9998602271080017, + 0.9997204542160034, + 0.9965044856071472, + 1.0, + 1.0, + 0.9971945285797119, + 1.0, + 0.9973273277282715, + 1.0, + 1.0, + 0.9995768666267395, + 1.0, + 0.9998589754104614, + 1.0, + 1.0, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997199773788452, + 0.9997198581695557, + 1.0, + 1.0, + 1.0, + 0.9971996545791626, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999579668045044, + 0.9984580874443054, + 1.0, + 1.0, + 0.9976140260696411, + 0.9964828491210938, + 1.0, + 0.9997183680534363, + 0.9969013929367065, + 1.0, + 1.0, + 0.9995783567428589, + 1.0, + 0.9995782971382141 + ], + "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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_df_eval.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ee3bfe79296a2e7fc0a81cfbfc6c37a4efa6903 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_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 +37.5,37.5,-0.03246248,714.2857,10000.0,14.0,625.0,,128.0,0.0002497952,0.1,2.8554354 +55.0,46.25,-0.02937815,1052.6316,20000.0,19.0,1250.0,,288.0,0.0002495392,0.1,2.8077369 +58.064518,50.18817,-0.031834513,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,2.8020945 +62.068966,53.15837,-0.029872632,1290.3226,40000.0,31.0,2500.0,,608.0,0.0002490272,0.1,2.76133 +58.0,54.126698,-0.028516205,1351.3513,50000.0,37.0,3125.0,,768.0,0.0002487712,0.1,2.733434 +50.0,53.438915,-0.03343968,1395.3489,60000.0,43.0,3750.0,,928.0,0.0002485152,0.1,2.737059 +50.0,52.94764,-0.030061655,1428.5714,70000.0,49.0,4375.0,,1088.0,0.0002482592,0.1,2.7002625 +38.0,51.079185,-0.025871197,1454.5454,80000.0,55.0,5000.0,,1248.0,0.0002480032,0.1,2.6699805 +54.0,51.40372,-0.028785024,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.6238356 +52.0,51.46335,-0.027091146,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.6128993 +72.0,53.33032,-0.030943105,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7001538 +72.0,54.886124,-0.029790437,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.6999183 +70.0,56.04873,-0.030583583,1585.3658,130000.0,82.0,8125.0,,2016.0,0.0002467744,0.1,2.7078867 +74.0,57.330963,-0.030205047,1590.909,140000.0,88.0,8750.0,,2176.0,0.0002465184,0.1,2.6566036 +64.0,57.775566,-0.031452395,1595.7446,150000.0,94.0,9375.0,,2336.0,0.0002462624,0.1,2.6571774 +72.0,58.664593,-0.0315638,1600.0,160000.0,100.0,10000.0,,2496.0,0.0002460064,0.1,2.7143335 +82.0,60.037262,-0.03278523,1603.7736,170000.0,106.0,10625.0,,2656.0,0.0002457504,0.1,2.6722922 +84.0,61.36853,-0.031397577,1621.6216,180000.0,111.0,11250.0,,2784.0,0.0002455456,0.1,2.6523619 +104.0,63.612293,-0.03109164,1637.931,190000.0,116.0,11875.0,,2944.0,0.0002452896,0.1,2.683144 +126.0,66.731674,-0.028944064,1639.3442,200000.0,122.0,12500.0,,3104.0,0.0002450336,0.1,2.6274505 +128.0,69.649216,-0.030153614,1640.625,210000.0,128.0,13125.0,,3264.0,0.0002447776,0.1,2.650386 +136.0,72.66516,-0.03267648,1641.791,220000.0,134.0,13750.0,,3424.0,0.0002445216,0.1,2.6733923 +114.0,74.462326,-0.03591419,1654.6763,230000.0,139.0,14375.0,,3584.0,0.0002442656,0.1,2.655724 +124.0,76.5264,-0.031033752,1655.1724,240000.0,145.0,15000.0,,3744.0,0.0002440096,0.1,2.6010704 +116.0,78.10534,-0.033870645,1655.6292,250000.0,151.0,15625.0,,3904.0,0.0002437536,0.1,2.6590085 +104.0,79.10129,-0.031527583,1666.6666,260000.0,156.0,16250.0,,4032.0,0.0002435488,0.1,2.5899248 +110.0,80.24569,-0.03133791,1666.6666,270000.0,162.0,16875.0,,4192.0,0.0002432928,0.1,2.5608678 +116.0,81.52263,-0.037368964,1676.6467,280000.0,167.0,17500.0,,4352.0,0.0002430368,0.1,2.620923 +92.0,81.88392,-0.031005742,1676.3005,290000.0,173.0,18125.0,,4512.0,0.0002427808,0.1,2.6116154 +88.0,82.08778,-0.03395807,1685.3933,300000.0,178.0,18750.0,,4672.0,0.0002425248,0.1,2.594115 +76.0,81.8914,-0.0325403,1684.7826,310000.0,184.0,19375.0,,4832.0,0.0002422688,0.1,2.6458821 +82.0,81.8948,-0.0327301,1684.2106,320000.0,190.0,20000.0,,4992.0,0.0002420128,0.1,2.6071618 +84.0,81.958595,-0.03307731,1692.3077,330000.0,195.0,20625.0,,5152.0,0.0002417568,0.1,2.5925949 +90.0,82.19511,-0.03240058,1691.5422,340000.0,201.0,21250.0,,5312.0,0.0002415008,0.1,2.596116 +108.0,82.93239,-0.030994939,1699.0292,350000.0,206.0,21875.0,,5440.0,0.000241296,0.1,2.5852895 +110.0,83.684265,-0.032616664,1698.1132,360000.0,212.0,22500.0,,5600.0,0.00024104,0.1,2.617857 +114.0,84.50361,-0.032719463,1705.0691,370000.0,217.0,23125.0,,5760.0,0.000240784,0.1,2.6592588 +126.0,85.59562,-0.032633986,1704.0359,380000.0,223.0,23750.0,,5920.0,0.000240528,0.1,2.6166883 +126.0,86.63163,-0.03374495,1710.5264,390000.0,228.0,24375.0,,6080.0,0.000240272,0.1,2.6513515 +116.0,87.36584,-0.032388363,1709.4017,400000.0,234.0,25000.0,,6240.0,0.000240016,0.1,2.6316257 +126.0,88.308136,-0.032845184,1715.4812,410000.0,239.0,25625.0,,6400.0,0.00023976,0.1,2.6589653 +130.0,89.3008,-0.033560697,1714.2858,420000.0,245.0,26250.0,,6560.0,0.000239504,0.1,2.690681 +124.0,90.10776,-0.03524372,1713.1475,430000.0,251.0,26875.0,,6688.0,0.0002392992,0.1,2.659875 +124.0,90.87804,-0.03208064,1712.0623,440000.0,257.0,27500.0,,6848.0,0.0002390432,0.1,2.664879 +112.0,91.34742,-0.032750804,1711.0266,450000.0,263.0,28125.0,,7008.0,0.0002387872,0.1,2.6328037 +104.0,91.622475,-0.031341136,1716.418,460000.0,268.0,28750.0,,7168.0,0.0002385312,0.1,2.66827 +96.0,91.715614,-0.030746935,1715.3285,470000.0,274.0,29375.0,,7328.0,0.0002382752,0.1,2.6533413 +104.0,91.971535,-0.03244065,1714.2858,480000.0,280.0,30000.0,,7488.0,0.0002380192,0.1,2.6674142 +108.0,92.298645,-0.03107818,1713.2867,490000.0,286.0,30625.0,,7648.0,0.0002377632,0.1,2.6383512 +126.0,92.97268,-0.032940317,1712.3287,500000.0,292.0,31250.0,,7808.0,0.0002375072,0.1,2.6407316 +142.0,93.934,-0.03398406,1711.4094,510000.0,298.0,31875.0,,7968.0,0.0002372512,0.1,2.6224284 +164.0,95.28142,-0.030653404,1716.1716,520000.0,303.0,32500.0,,8096.0,0.0002370464,0.1,2.4977021 +170.0,96.6912,-0.029650623,1720.7792,530000.0,308.0,33125.0,,8256.0,0.0002367904,0.1,2.4873395 +182.0,98.270996,-0.030113118,1719.7452,540000.0,314.0,33750.0,,8416.0,0.0002365344,0.1,2.5293002 +198.0,100.08425,-0.03200077,1718.75,550000.0,320.0,34375.0,,8576.0,0.0002362784,0.1,2.5147064 +218.0,102.18989,-0.030449769,1717.7914,560000.0,326.0,35000.0,,8736.0,0.0002360224,0.1,2.449239 +226.0,104.362,-0.030522415,1716.8674,570000.0,332.0,35625.0,,8896.0,0.0002357664,0.1,2.3952653 +242.0,106.73506,-0.029411882,1721.0682,580000.0,337.0,36250.0,,9056.0,0.0002355104,0.1,2.4438105 +234.0,108.8921,-0.03233145,1720.1166,590000.0,343.0,36875.0,,9216.0,0.0002352544,0.1,2.468164 +236.0,111.01057,-0.03077966,1724.138,600000.0,348.0,37500.0,,9344.0,0.0002350496,0.1,2.414441 +226.0,112.89564,-0.03148744,1723.1638,610000.0,354.0,38125.0,,9504.0,0.0002347936,0.1,2.3968658 +236.0,114.88119,-0.027681673,1722.2222,620000.0,360.0,38750.0,,9664.0,0.0002345376,0.1,2.3890898 +240.0,116.8672,-0.02571536,1726.0273,630000.0,365.0,39375.0,,9824.0,0.0002342816,0.1,2.2459097 +252.0,118.97865,-0.032972917,1725.0674,640000.0,371.0,40000.0,,9984.0,0.0002340256,0.1,2.551454 +246.0,120.93283,-0.028306434,1724.138,650000.0,377.0,40625.0,,10144.0,0.0002337696,0.1,2.4377851 +246.0,122.82778,-0.033959262,1723.2375,660000.0,383.0,41250.0,,10304.0,0.0002335136,0.1,2.4288008 +262.0,124.90498,-0.031874422,1722.365,670000.0,389.0,41875.0,,10464.0,0.0002332576,0.1,2.3364172 +280.0,127.18579,-0.029407943,1725.8883,680000.0,394.0,42500.0,,10624.0,0.0002330016,0.1,2.2698464 +304.0,129.74832,-0.029918017,1725.0,690000.0,400.0,43125.0,,10752.0,0.0002327968,0.1,2.2281938 +334.0,132.6662,-0.031775184,1728.395,700000.0,405.0,43750.0,,10912.0,0.0002325408,0.1,2.3434021 +338.0,135.55823,-0.029148461,1727.4939,710000.0,411.0,44375.0,,11072.0,0.0002322848,0.1,2.2925072 +340.0,138.39767,-0.03157452,1722.488,720000.0,418.0,45000.0,,11232.0,0.0002320288,0.1,2.3397813 +318.0,140.85799,-0.030913595,1721.6981,730000.0,424.0,45625.0,,11392.0,0.0002317728,0.1,2.4160256 +302.0,143.03558,-0.032534663,1720.9302,740000.0,430.0,46250.0,,11552.0,0.0002315168,0.1,2.452928 +314.0,145.31511,-0.032392375,1724.138,750000.0,435.0,46875.0,,11712.0,0.0002312608,0.1,2.4661126 +314.0,147.53464,-0.033446476,1723.356,760000.0,441.0,47500.0,,11872.0,0.0002310048,0.1,2.367864 +328.0,149.87834,-0.033440385,1722.5951,770000.0,447.0,48125.0,,12000.0,0.0002308,0.1,2.5049822 +348.0,152.41837,-0.031748906,1721.8542,780000.0,453.0,48750.0,,12160.0,0.000230544,0.1,2.3876517 +356.0,154.99535,-0.032631006,1724.8909,790000.0,458.0,49375.0,,12320.0,0.000230288,0.1,2.388372 +354.0,157.48291,-0.031441353,1724.138,800000.0,464.0,50000.0,,12480.0,0.000230032,0.1,2.4017959 +362.0,160.00781,-0.0367326,1723.4043,810000.0,470.0,50625.0,,12640.0,0.000229776,0.1,2.4260907 +372.0,162.59308,-0.031595085,1722.6891,820000.0,476.0,51250.0,,12800.0,0.00022952,0.1,2.3988197 +358.0,164.94739,-0.032542087,1718.4265,830000.0,483.0,51875.0,,12960.0,0.000229264,0.1,2.3647316 +378.0,167.48372,-0.031734843,1721.3115,840000.0,488.0,52500.0,,13120.0,0.000229008,0.1,2.459719 +386.0,170.0545,-0.03333384,1720.6478,850000.0,494.0,53125.0,,13280.0,0.000228752,0.1,2.3930702 +398.0,172.70503,-0.031601388,1723.4469,860000.0,499.0,53750.0,,13408.0,0.0002285472,0.1,2.4659061 +388.0,175.17969,-0.030768923,1726.1904,870000.0,504.0,54375.0,,13568.0,0.0002282912,0.1,2.360757 +422.0,177.98447,-0.031946167,1725.4902,880000.0,510.0,55000.0,,13728.0,0.0002280352,0.1,2.367487 +432.0,180.83858,-0.034094434,1724.8062,890000.0,516.0,55625.0,,13888.0,0.0002277792,0.1,2.3981175 +428.0,183.58481,-0.03439729,1724.138,900000.0,522.0,56250.0,,14048.0,0.0002275232,0.1,2.3315408 +430.0,186.29266,-0.030913984,1723.4849,910000.0,528.0,56875.0,,14208.0,0.0002272672,0.1,2.2651722 +422.0,188.8547,-0.033178598,1722.8464,920000.0,534.0,57500.0,,14368.0,0.0002270112,0.1,2.3759508 +366.0,190.75949,-0.032004416,1725.4175,930000.0,539.0,58125.0,,14528.0,0.0002267552,0.1,2.3888292 +340.0,192.34715,-0.03429482,1724.7706,940000.0,545.0,58750.0,,14656.0,0.0002265504,0.1,2.4387875 +338.0,193.88034,-0.034563944,1724.138,950000.0,551.0,59375.0,,14816.0,0.0002262944,0.1,2.3625922 +344.0,195.44409,-0.03372904,1723.5188,960000.0,557.0,60000.0,,14976.0,0.0002260384,0.1,2.4327204 +354.0,197.07869,-0.03316421,1722.913,970000.0,563.0,60625.0,,15136.0,0.0002257824,0.1,2.3709505 +394.0,199.08809,-0.031623837,1725.3522,980000.0,568.0,61250.0,,15296.0,0.0002255264,0.1,2.2992172 +406.0,201.17812,-0.033041723,1721.7391,990000.0,575.0,61875.0,,15456.0,0.0002252704,0.1,2.4364424 +410.0,203.26633,-0.03250221,1724.138,1000000.0,580.0,62500.0,,15616.0,0.0002250144,0.1,2.3556643 +432.0,207.21133,-0.031311225,1723.5494,1010000.0,586.0,63125.0,,15776.0,0.0002247584,0.1,2.3704028 +438.0,211.04132,-0.031171383,1722.973,1020000.0,592.0,63750.0,,15936.0,0.0002245024,0.1,2.32134 +432.0,214.78069,-0.033827037,1725.2931,1030000.0,597.0,64375.0,,16064.0,0.0002242976,0.1,2.3022099 +458.0,218.74,-0.033736955,1721.8542,1040000.0,604.0,65000.0,,16224.0,0.0002240416,0.1,2.3617544 +466.0,222.82,-0.034241058,1721.3115,1050000.0,610.0,65625.0,,16384.0,0.0002237856,0.1,2.2937126 +460.0,226.92,-0.033233143,1720.7792,1060000.0,616.0,66250.0,,16544.0,0.0002235296,0.1,2.3497026 +464.0,231.06,-0.035943806,1720.2572,1070000.0,622.0,66875.0,,16704.0,0.0002232736,0.1,2.4485188 +476.0,235.44,-0.03439368,1719.7452,1080000.0,628.0,67500.0,,16864.0,0.0002230176,0.1,2.3263202 +466.0,239.56,-0.035264872,1719.2429,1090000.0,634.0,68125.0,,17024.0,0.0002227616,0.1,2.4395995 +458.0,243.62,-0.036458097,1718.75,1100000.0,640.0,68750.0,,17184.0,0.0002225056,0.1,2.4967613 +470.0,247.6,-0.031020232,1720.9302,1110000.0,645.0,69375.0,,17312.0,0.0002223008,0.1,2.4127345 +470.0,251.58,-0.034647334,1720.43,1120000.0,651.0,70000.0,,17472.0,0.0002220448,0.1,2.441313 +480.0,255.68,-0.032146752,1719.9391,1130000.0,657.0,70625.0,,17632.0,0.0002217888,0.1,2.287098 +490.0,259.84,-0.033852007,1722.0543,1140000.0,662.0,71250.0,,17792.0,0.0002215328,0.1,2.3949473 +504.0,264.24,-0.03359631,1721.5569,1150000.0,668.0,71875.0,,17952.0,0.0002212768,0.1,2.391677 +508.0,268.6,-0.030853258,1721.0682,1160000.0,674.0,72500.0,,18112.0,0.0002210208,0.1,2.1726632 +490.0,272.68,-0.03147626,1723.1222,1170000.0,679.0,73125.0,,18272.0,0.0002207648,0.1,2.4300249 +472.0,276.56,-0.033187963,1722.6277,1180000.0,685.0,73750.0,,18432.0,0.0002205088,0.1,2.4175184 +468.0,280.2,-0.033142745,1722.1418,1190000.0,691.0,74375.0,,18592.0,0.0002202528,0.1,2.351632 +476.0,283.7,-0.033468794,1724.138,1200000.0,696.0,75000.0,,18720.0,0.000220048,0.1,2.3427315 +474.0,287.16,-0.034499727,1723.6467,1210000.0,702.0,75625.0,,18880.0,0.000219792,0.1,2.409211 +474.0,290.54,-0.03379568,1723.1638,1220000.0,708.0,76250.0,,19040.0,0.000219536,0.1,2.346575 +504.0,294.44,-0.03287333,1722.6891,1230000.0,714.0,76875.0,,19200.0,0.00021928,0.1,2.4704947 +506.0,298.26,-0.0318843,1724.6176,1240000.0,719.0,77500.0,,19360.0,0.000219024,0.1,2.3618338 +486.0,301.96,-0.036830116,1724.138,1250000.0,725.0,78125.0,,19520.0,0.000218768,0.1,2.3724465 +480.0,305.72,-0.037006672,1726.0273,1260000.0,730.0,78750.0,,19680.0,0.000218512,0.1,2.4299269 +512.0,309.74,-0.033351317,1725.5435,1270000.0,736.0,79375.0,,19840.0,0.000218256,0.1,2.3770714 +494.0,313.52,-0.03435323,1725.0674,1280000.0,742.0,80000.0,,20000.0,0.000218,0.1,2.3973994 +494.0,317.54,-0.03363186,1724.5989,1290000.0,748.0,80625.0,,20128.0,0.0002177952,0.1,2.3430572 +528.0,321.94,-0.031589255,1724.138,1300000.0,754.0,81250.0,,20288.0,0.0002175392,0.1,2.335407 +560.0,326.78,-0.033034217,1723.6842,1310000.0,760.0,81875.0,,20448.0,0.0002172832,0.1,2.3906543 +528.0,331.24,-0.033749595,1723.2375,1320000.0,766.0,82500.0,,20608.0,0.0002170272,0.1,2.3263397 +554.0,335.94,-0.031179598,1722.798,1330000.0,772.0,83125.0,,20768.0,0.0002167712,0.1,2.3082166 +568.0,340.72,-0.03738219,1724.5817,1340000.0,777.0,83750.0,,20928.0,0.0002165152,0.1,2.488511 +552.0,345.16,-0.030054178,1724.138,1350000.0,783.0,84375.0,,21088.0,0.0002162592,0.1,2.2432683 +574.0,349.8,-0.034435023,1723.7009,1360000.0,789.0,85000.0,,21248.0,0.0002160032,0.1,2.230375 +568.0,354.34,-0.031248203,1725.4408,1370000.0,794.0,85625.0,,21376.0,0.0002157984,0.1,2.171098 +560.0,358.68,-0.034789924,1725.0,1380000.0,800.0,86250.0,,21536.0,0.0002155424,0.1,2.3036265 +562.0,363.04,-0.034171604,1726.7081,1390000.0,805.0,86875.0,,21696.0,0.0002152864,0.1,2.3369408 +576.0,367.64,-0.029484306,1726.2639,1400000.0,811.0,87500.0,,21856.0,0.0002150304,0.1,2.2673268 +542.0,371.8,-0.030026868,1725.8262,1410000.0,817.0,88125.0,,22016.0,0.0002147744,0.1,2.2786746 +562.0,376.12,-0.03113452,1727.4939,1420000.0,822.0,88750.0,,22176.0,0.0002145184,0.1,2.2568848 +560.0,380.48,-0.032764804,1727.0531,1430000.0,828.0,89375.0,,22336.0,0.0002142624,0.1,2.3130436 +558.0,384.82,-0.030321762,1726.6187,1440000.0,834.0,90000.0,,22496.0,0.0002140064,0.1,2.1757855 +584.0,389.54,-0.030011049,1728.2479,1450000.0,839.0,90625.0,,22656.0,0.0002137504,0.1,2.1940231 +600.0,394.5,-0.033379387,1729.8578,1460000.0,844.0,91250.0,,22784.0,0.0002135456,0.1,2.3326595 +604.0,399.58,-0.030680032,1729.4117,1470000.0,850.0,91875.0,,22944.0,0.0002132896,0.1,2.2368665 +598.0,404.52,-0.030989248,1728.9719,1480000.0,856.0,92500.0,,23104.0,0.0002130336,0.1,2.3342273 +602.0,409.46,-0.034848183,1730.5459,1490000.0,861.0,93125.0,,23264.0,0.0002127776,0.1,2.2959912 +568.0,413.88,-0.029361274,1730.1038,1500000.0,867.0,93750.0,,23424.0,0.0002125216,0.1,2.1772928 +574.0,418.2,-0.030186556,1729.6678,1510000.0,873.0,94375.0,,23584.0,0.0002122656,0.1,2.2238204 +568.0,422.24,-0.03227312,1729.2378,1520000.0,879.0,95000.0,,23744.0,0.0002120096,0.1,2.2751 +578.0,426.32,-0.031578492,1730.7693,1530000.0,884.0,95625.0,,23904.0,0.0002117536,0.1,2.2362926 +600.0,430.5,-0.032810774,1730.337,1540000.0,890.0,96250.0,,24032.0,0.0002115488,0.1,2.259435 +608.0,434.6,-0.033468187,1729.9108,1550000.0,896.0,96875.0,,24192.0,0.0002112928,0.1,2.2955623 +578.0,438.2,-0.031774048,1729.49,1560000.0,902.0,97500.0,,24352.0,0.0002110368,0.1,2.2932692 +578.0,441.72,-0.03460006,1729.0748,1570000.0,908.0,98125.0,,24512.0,0.0002107808,0.1,2.3472295 +568.0,444.98,-0.031146703,1730.5586,1580000.0,913.0,98750.0,,24672.0,0.0002105248,0.1,2.293675 +564.0,448.28,-0.034968186,1730.1415,1590000.0,919.0,99375.0,,24832.0,0.0002102688,0.1,2.3215609 +580.0,451.72,-0.03342889,1729.7297,1600000.0,925.0,100000.0,,24992.0,0.0002100128,0.1,2.2947967 +590.0,455.36,-0.033459228,1731.1827,1610000.0,930.0,100625.0,,25152.0,0.0002097568,0.1,2.3112173 +604.0,459.04,-0.0316259,1730.7693,1620000.0,936.0,101250.0,,25312.0,0.0002095008,0.1,2.2967768 +608.0,462.72,-0.03425367,1732.1998,1630000.0,941.0,101875.0,,25440.0,0.000209296,0.1,2.2037754 +582.0,466.02,-0.034075283,1731.7845,1640000.0,947.0,102500.0,,25600.0,0.00020904,0.1,2.292231 +578.0,469.34,-0.033229806,1733.1932,1650000.0,952.0,103125.0,,25760.0,0.000208784,0.1,2.2606113 +574.0,472.62,-0.03288916,1732.7766,1660000.0,958.0,103750.0,,25920.0,0.000208528,0.1,2.2853193 +582.0,475.82,-0.036017496,1732.3651,1670000.0,964.0,104375.0,,26080.0,0.000208272,0.1,2.3594007 +576.0,478.78,-0.03337868,1731.9587,1680000.0,970.0,105000.0,,26240.0,0.000208016,0.1,2.3661294 +570.0,481.44,-0.033550635,1733.3334,1690000.0,975.0,105625.0,,26400.0,0.00020776,0.1,2.2559173 +578.0,483.88,-0.030517142,1732.9255,1700000.0,981.0,106250.0,,26560.0,0.000207504,0.1,2.1603456 +590.0,486.4,-0.030859372,1734.2799,1710000.0,986.0,106875.0,,26688.0,0.0002072992,0.1,2.198904 +574.0,488.74,-0.029307526,1733.871,1720000.0,992.0,107500.0,,26848.0,0.0002070432,0.1,2.1344056 +592.0,491.48,-0.033690616,1733.4669,1730000.0,998.0,108125.0,,27008.0,0.0002067872,0.1,2.2370472 +600.0,494.46,-0.028550386,1733.0677,1740000.0,1004.0,108750.0,,27168.0,0.0002065312,0.1,2.0971603 +596.0,497.28,-0.030404374,1732.6732,1750000.0,1010.0,109375.0,,27328.0,0.0002062752,0.1,2.1111927 +604.0,500.18,-0.030883739,1733.9901,1760000.0,1015.0,110000.0,,27488.0,0.0002060192,0.1,2.1320097 +606.0,502.96,-0.031097157,1733.5945,1770000.0,1021.0,110625.0,,27648.0,0.0002057632,0.1,2.1703105 +616.0,505.64,-0.031940877,1733.2035,1780000.0,1027.0,111250.0,,27808.0,0.0002055072,0.1,2.3090475 +604.0,508.12,-0.03128626,1734.4961,1790000.0,1032.0,111875.0,,27968.0,0.0002052512,0.1,2.227126 +606.0,510.64,-0.031132232,1735.7762,1800000.0,1037.0,112500.0,,28096.0,0.0002050464,0.1,2.2326388 +576.0,512.78,-0.033465214,1733.7164,1810000.0,1044.0,113125.0,,28256.0,0.0002047904,0.1,2.1515286 +590.0,514.96,-0.030361854,1733.3334,1820000.0,1050.0,113750.0,,28416.0,0.0002045344,0.1,2.146677 +606.0,517.44,-0.02773825,1732.9546,1830000.0,1056.0,114375.0,,28576.0,0.0002042784,0.1,2.2199988 +614.0,519.8,-0.030678015,1734.213,1840000.0,1061.0,115000.0,,28736.0,0.0002040224,0.1,2.2078786 +604.0,521.98,-0.030166462,1733.8331,1850000.0,1067.0,115625.0,,28896.0,0.0002037664,0.1,2.2630534 +612.0,524.12,-0.027186649,1735.0746,1860000.0,1072.0,116250.0,,29056.0,0.0002035104,0.1,2.0688388 +616.0,526.4,-0.02681628,1736.3046,1870000.0,1077.0,116875.0,,29216.0,0.0002032544,0.1,2.1069922 +588.0,528.06,-0.032574806,1737.5231,1880000.0,1082.0,117500.0,,29344.0,0.0002030496,0.1,2.2621593 +584.0,529.58,-0.028462542,1737.1323,1890000.0,1088.0,118125.0,,29504.0,0.0002027936,0.1,2.1469944 +588.0,531.18,-0.030953636,1736.7458,1900000.0,1094.0,118750.0,,29664.0,0.0002025376,0.1,2.1395693 +594.0,532.82,-0.02718661,1736.3636,1910000.0,1100.0,119375.0,,29824.0,0.0002022816,0.1,2.1466856 +594.0,534.54,-0.02652486,1735.9855,1920000.0,1106.0,120000.0,,29984.0,0.0002020256,0.1,2.1117435 +612.0,537.0,-0.02693172,1737.1737,1930000.0,1111.0,120625.0,,30144.0,0.0002017696,0.1,2.2012541 +610.0,539.7,-0.026997477,1736.795,1940000.0,1117.0,121250.0,,30304.0,0.0002015136,0.1,2.268776 +602.0,542.34,-0.0301488,1736.4203,1950000.0,1123.0,121875.0,,30464.0,0.0002012576,0.1,2.1449094 +562.0,544.52,-0.030519629,1736.0496,1960000.0,1129.0,122500.0,,30624.0,0.0002010016,0.1,2.2917204 +548.0,546.46,-0.0305928,1737.2134,1970000.0,1134.0,123125.0,,30752.0,0.0002007968,0.1,2.209482 +532.0,547.84,-0.029414175,1738.367,1980000.0,1139.0,123750.0,,30912.0,0.0002005408,0.1,2.1813402 +536.0,549.14,-0.03224466,1737.9912,1990000.0,1145.0,124375.0,,31072.0,0.0002002848,0.1,2.1399775 +552.0,550.56,-0.03150067,1737.6195,2000000.0,1151.0,125000.0,,31232.0,0.0002000288,0.1,2.2521996 +584.0,552.08,-0.030413838,1737.2515,2010000.0,1157.0,125625.0,,31392.0,0.0001997728,0.1,2.0647354 +596.0,553.66,-0.031701118,1736.8873,2020000.0,1163.0,126250.0,,31552.0,0.0001995168,0.1,2.19596 +616.0,555.5,-0.02887828,1738.0137,2030000.0,1168.0,126875.0,,31712.0,0.0001992608,0.1,2.155312 +612.0,557.04,-0.032151118,1737.649,2040000.0,1174.0,127500.0,,31872.0,0.0001990048,0.1,2.2618232 +584.0,558.22,-0.030141506,1738.7617,2050000.0,1179.0,128125.0,,32000.0,0.0001988,0.1,2.2233806 +594.0,559.56,-0.032697383,1736.9309,2060000.0,1186.0,128750.0,,32160.0,0.000198544,0.1,2.1654963 +620.0,561.12,-0.032131307,1736.5771,2070000.0,1192.0,129375.0,,32320.0,0.000198288,0.1,2.214597 +602.0,562.38,-0.032061845,1736.227,2080000.0,1198.0,130000.0,,32480.0,0.000198032,0.1,2.156933 +630.0,564.02,-0.030523725,1737.3234,2090000.0,1203.0,130625.0,,32640.0,0.000197776,0.1,2.120574 +638.0,565.82,-0.031078853,1735.5372,2100000.0,1210.0,131250.0,,32800.0,0.00019752,0.1,2.2899575 +598.0,567.1,-0.031628292,1735.1974,2110000.0,1216.0,131875.0,,32960.0,0.000197264,0.1,2.1692996 +592.0,568.32,-0.031839386,1734.8608,2120000.0,1222.0,132500.0,,33120.0,0.000197008,0.1,2.1158519 +604.0,569.56,-0.030546855,1735.9413,2130000.0,1227.0,133125.0,,33280.0,0.000196752,0.1,2.1654472 +560.0,570.26,-0.031502962,1737.013,2140000.0,1232.0,133750.0,,33408.0,0.0001965472,0.1,2.1927361 +558.0,570.8,-0.034955993,1735.2704,2150000.0,1239.0,134375.0,,33568.0,0.0001962912,0.1,2.2521915 +568.0,571.4,-0.029811129,1736.3344,2160000.0,1244.0,135000.0,,33728.0,0.0001960352,0.1,2.1539207 +580.0,572.3,-0.029149437,1736.0,2170000.0,1250.0,135625.0,,33888.0,0.0001957792,0.1,2.1327314 +592.0,573.5,-0.032944515,1735.6688,2180000.0,1256.0,136250.0,,34048.0,0.0001955232,0.1,2.112 +604.0,574.86,-0.031973716,1735.3407,2190000.0,1262.0,136875.0,,34208.0,0.0001952672,0.1,2.040469 +604.0,576.14,-0.032013375,1735.0157,2200000.0,1268.0,137500.0,,34368.0,0.0001950112,0.1,2.1645474 +606.0,577.46,-0.029380638,1734.6938,2210000.0,1274.0,138125.0,,34528.0,0.0001947552,0.1,2.1025631 +590.0,578.62,-0.030633062,1735.7311,2220000.0,1279.0,138750.0,,34656.0,0.0001945504,0.1,2.0985475 +576.0,579.34,-0.027710687,1735.4086,2230000.0,1285.0,139375.0,,34816.0,0.0001942944,0.1,2.0267766 +578.0,580.06,-0.032461654,1735.0891,2240000.0,1291.0,140000.0,,34976.0,0.0001940384,0.1,2.1952386 +568.0,580.88,-0.033502374,1734.7726,2250000.0,1297.0,140625.0,,35136.0,0.0001937824,0.1,2.3505313 +564.0,581.72,-0.029892627,1734.459,2260000.0,1303.0,141250.0,,35296.0,0.0001935264,0.1,2.2211576 +558.0,582.18,-0.031648755,1734.1482,2270000.0,1309.0,141875.0,,35456.0,0.0001932704,0.1,2.3377573 +560.0,582.84,-0.030837733,1735.1598,2280000.0,1314.0,142500.0,,35616.0,0.0001930144,0.1,2.281083 +578.0,583.68,-0.031968936,1734.8485,2290000.0,1320.0,143125.0,,35776.0,0.0001927584,0.1,2.2328978 +588.0,584.28,-0.029533457,1735.849,2300000.0,1325.0,143750.0,,35936.0,0.0001925024,0.1,2.2110505 +606.0,584.74,-0.028616697,1736.8422,2310000.0,1330.0,144375.0,,36064.0,0.0001922976,0.1,2.159768 +628.0,585.74,-0.030890167,1736.527,2320000.0,1336.0,145000.0,,36224.0,0.0001920416,0.1,2.2736747 +668.0,586.88,-0.031136328,1736.2146,2330000.0,1342.0,145625.0,,36384.0,0.0001917856,0.1,2.2455778 +630.0,587.5,-0.03335837,1737.1937,2340000.0,1347.0,146250.0,,36544.0,0.0001915296,0.1,2.1700573 +654.0,588.52,-0.032794572,1736.881,2350000.0,1353.0,146875.0,,36704.0,0.0001912736,0.1,2.152952 +674.0,589.52,-0.03168592,1736.571,2360000.0,1359.0,147500.0,,36864.0,0.0001910176,0.1,2.2044842 +660.0,590.44,-0.030458834,1737.5366,2370000.0,1364.0,148125.0,,37024.0,0.0001907616,0.1,2.2547562 +630.0,591.14,-0.029875856,1737.2263,2380000.0,1370.0,148750.0,,37184.0,0.0001905056,0.1,2.2731495 +688.0,592.4,-0.030006293,1738.1818,2390000.0,1375.0,149375.0,,37312.0,0.0001903008,0.1,2.1893516 +694.0,593.58,-0.0312231,1737.8711,2400000.0,1381.0,150000.0,,37472.0,0.0001900448,0.1,2.3321013 +668.0,594.84,-0.032778837,1738.8168,2410000.0,1386.0,150625.0,,37632.0,0.0001897888,0.1,2.2417219 +674.0,595.96,-0.028182935,1738.5057,2420000.0,1392.0,151250.0,,37792.0,0.0001895328,0.1,2.0932598 +712.0,597.48,-0.030266449,1738.1974,2430000.0,1398.0,151875.0,,37952.0,0.0001892768,0.1,2.1717186 +704.0,598.94,-0.030311596,1737.8917,2440000.0,1404.0,152500.0,,38112.0,0.0001890208,0.1,2.2510688 +736.0,600.46,-0.030440679,1737.5886,2450000.0,1410.0,153125.0,,38272.0,0.0001887648,0.1,2.1674266 +772.0,602.18,-0.032216102,1737.2881,2460000.0,1416.0,153750.0,,38432.0,0.0001885088,0.1,2.2257323 +812.0,604.26,-0.02852835,1736.9901,2470000.0,1422.0,154375.0,,38592.0,0.0001882528,0.1,2.11771 +820.0,606.48,-0.031604342,1736.6947,2480000.0,1428.0,155000.0,,38720.0,0.000188048,0.1,2.1940362 +850.0,608.96,-0.029762736,1737.6134,2490000.0,1433.0,155625.0,,38880.0,0.000187792,0.1,2.24624 +870.0,611.98,-0.02938827,1737.3176,2500000.0,1439.0,156250.0,,39040.0,0.000187536,0.1,2.1265593 +868.0,614.92,-0.028424699,1737.0242,2510000.0,1445.0,156875.0,,39200.0,0.00018728,0.1,2.1353216 +900.0,618.24,-0.029187724,1736.7333,2520000.0,1451.0,157500.0,,39360.0,0.000187024,0.1,2.0778968 +922.0,621.68,-0.02871333,1736.4447,2530000.0,1457.0,158125.0,,39520.0,0.000186768,0.1,2.0821266 +888.0,624.56,-0.030915095,1736.1586,2540000.0,1463.0,158750.0,,39680.0,0.000186512,0.1,2.2342324 +922.0,627.7,-0.029058497,1735.8748,2550000.0,1469.0,159375.0,,39840.0,0.000186256,0.1,2.1699824 +910.0,631.02,-0.027244026,1736.7708,2560000.0,1474.0,160000.0,,40000.0,0.000186,0.1,2.114725 +850.0,633.74,-0.029722568,1736.4865,2570000.0,1480.0,160625.0,,40128.0,0.0001857952,0.1,2.2354517 +830.0,636.36,-0.031786922,1737.3738,2580000.0,1485.0,161250.0,,40288.0,0.0001855392,0.1,2.3794012 +856.0,639.28,-0.030880576,1737.0892,2590000.0,1491.0,161875.0,,40448.0,0.0001852832,0.1,2.2818065 +816.0,641.64,-0.03011857,1737.9679,2600000.0,1496.0,162500.0,,40608.0,0.0001850272,0.1,2.1851068 +808.0,643.82,-0.029752798,1737.6831,2610000.0,1502.0,163125.0,,40768.0,0.0001847712,0.1,2.2401707 +858.0,646.36,-0.028576583,1737.4005,2620000.0,1508.0,163750.0,,40928.0,0.0001845152,0.1,2.1404743 +894.0,649.22,-0.031639,1737.1202,2630000.0,1514.0,164375.0,,41088.0,0.0001842592,0.1,2.1211572 +900.0,652.4,-0.03078504,1737.9855,2640000.0,1519.0,165000.0,,41248.0,0.0001840032,0.1,2.2004774 +942.0,656.04,-0.028446907,1738.8451,2650000.0,1524.0,165625.0,,41376.0,0.0001837984,0.1,2.0072799 +1016.0,660.46,-0.031110708,1738.5621,2660000.0,1530.0,166250.0,,41536.0,0.0001835424,0.1,2.03199 +1024.0,664.88,-0.028345842,1738.2812,2670000.0,1536.0,166875.0,,41696.0,0.0001832864,0.1,2.1124163 +1028.0,669.4,-0.03277031,1739.1305,2680000.0,1541.0,167500.0,,41856.0,0.0001830304,0.1,1.9594064 +1038.0,674.08,-0.028378623,1738.8494,2690000.0,1547.0,168125.0,,42016.0,0.0001827744,0.1,2.1071463 +1046.0,678.76,-0.026564442,1738.5706,2700000.0,1553.0,168750.0,,42176.0,0.0001825184,0.1,2.0506127 +1070.0,683.56,-0.028935932,1738.2938,2710000.0,1559.0,169375.0,,42336.0,0.0001822624,0.1,2.0217183 +1056.0,688.38,-0.03012103,1738.0192,2720000.0,1565.0,170000.0,,42496.0,0.0001820064,0.1,2.058529 +1102.0,693.48,-0.029908627,1737.7467,2730000.0,1571.0,170625.0,,42656.0,0.0001817504,0.1,2.113563 +1140.0,698.88,-0.028072104,1738.5787,2740000.0,1576.0,171250.0,,42784.0,0.0001815456,0.1,1.9710524 +1202.0,704.94,-0.02552339,1739.4054,2750000.0,1581.0,171875.0,,42944.0,0.0001812896,0.1,2.0072498 +1220.0,711.1,-0.02535874,1739.1305,2760000.0,1587.0,172500.0,,43104.0,0.0001810336,0.1,2.0344367 +1248.0,717.52,-0.027970253,1738.8575,2770000.0,1593.0,173125.0,,43264.0,0.0001807776,0.1,1.9535174 +1274.0,724.1,-0.030292448,1738.5867,2780000.0,1599.0,173750.0,,43424.0,0.0001805216,0.1,2.089373 +1292.0,730.98,-0.029210733,1739.4015,2790000.0,1604.0,174375.0,,43584.0,0.0001802656,0.1,2.0950503 +1274.0,737.66,-0.02922362,1739.1305,2800000.0,1610.0,175000.0,,43744.0,0.0001800096,0.1,2.0473373 +1292.0,744.82,-0.025945822,1738.8613,2810000.0,1616.0,175625.0,,43904.0,0.0001797536,0.1,2.077599 +1324.0,752.16,-0.03326289,1739.6669,2820000.0,1621.0,176250.0,,44032.0,0.0001795488,0.1,2.16154 +1306.0,759.16,-0.025576714,1739.3977,2830000.0,1627.0,176875.0,,44192.0,0.0001792928,0.1,2.1730645 +1306.0,766.08,-0.028557777,1740.196,2840000.0,1632.0,177500.0,,44352.0,0.0001790368,0.1,2.1030264 +1286.0,772.9,-0.027283514,1739.9268,2850000.0,1638.0,178125.0,,44512.0,0.0001787808,0.1,2.049937 +1292.0,779.7,-0.029610882,1740.7181,2860000.0,1643.0,178750.0,,44672.0,0.0001785248,0.1,2.03931 +1228.0,785.82,-0.029017856,1740.4487,2870000.0,1649.0,179375.0,,44832.0,0.0001782688,0.1,2.104422 +1226.0,792.2,-0.028878694,1741.2334,2880000.0,1654.0,180000.0,,44992.0,0.0001780128,0.1,2.1333308 +1234.0,798.7,-0.029431596,1740.9639,2890000.0,1660.0,180625.0,,45152.0,0.0001777568,0.1,2.0850158 +1246.0,805.28,-0.029722083,1741.7417,2900000.0,1665.0,181250.0,,45312.0,0.0001775008,0.1,2.0923028 +1284.0,812.18,-0.024855355,1741.4722,2910000.0,1671.0,181875.0,,45440.0,0.000177296,0.1,2.0275126 +1300.0,819.24,-0.030133294,1742.2434,2920000.0,1676.0,182500.0,,45600.0,0.00017704,0.1,2.0155272 +1330.0,826.42,-0.027657973,1741.9739,2930000.0,1682.0,183125.0,,45760.0,0.000176784,0.1,1.9718332 +1372.0,834.04,-0.026271343,1742.7386,2940000.0,1687.0,183750.0,,45920.0,0.000176528,0.1,1.9081794 +1384.0,841.86,-0.029595148,1742.469,2950000.0,1693.0,184375.0,,46080.0,0.000176272,0.1,1.9152801 +1422.0,850.46,-0.02995999,1742.2013,2960000.0,1699.0,185000.0,,46240.0,0.000176016,0.1,1.9644039 +1414.0,859.12,-0.028606912,1742.9578,2970000.0,1704.0,185625.0,,46400.0,0.00017576,0.1,1.921673 +1422.0,868.02,-0.029294727,1742.6901,2980000.0,1710.0,186250.0,,46560.0,0.000175504,0.1,2.0926366 +1444.0,877.1,-0.028513318,1743.4402,2990000.0,1715.0,186875.0,,46688.0,0.0001752992,0.1,1.9694165 +1472.0,886.3,-0.02632971,1743.1726,3000000.0,1721.0,187500.0,,46848.0,0.0001750432,0.1,1.850812 +1438.0,894.84,-0.02711215,1743.9166,3010000.0,1726.0,188125.0,,47008.0,0.0001747872,0.1,1.9237994 +1430.0,903.18,-0.027423933,1743.6489,3020000.0,1732.0,188750.0,,47168.0,0.0001745312,0.1,2.003759 +1440.0,911.42,-0.028453391,1743.3832,3030000.0,1738.0,189375.0,,47328.0,0.0001742752,0.1,1.9285771 +1418.0,919.48,-0.03031456,1744.1194,3040000.0,1743.0,190000.0,,47488.0,0.0001740192,0.1,1.9914867 +1438.0,928.02,-0.028927883,1743.8536,3050000.0,1749.0,190625.0,,47648.0,0.0001737632,0.1,1.9208636 +1430.0,936.38,-0.025469463,1743.5897,3060000.0,1755.0,191250.0,,47808.0,0.0001735072,0.1,1.9930673 +1434.0,944.52,-0.029204197,1743.3276,3070000.0,1761.0,191875.0,,47968.0,0.0001732512,0.1,1.9715378 +1430.0,952.8,-0.029221443,1745.0425,3080000.0,1765.0,192500.0,,48096.0,0.0001730464,0.1,1.8841212 +1424.0,960.74,-0.0302067,1744.777,3090000.0,1771.0,193125.0,,48256.0,0.0001727904,0.1,1.9531268 +1442.0,968.78,-0.02876806,1744.5132,3100000.0,1777.0,193750.0,,48416.0,0.0001725344,0.1,1.8899525 +1408.0,976.88,-0.028494114,1745.2301,3110000.0,1782.0,194375.0,,48576.0,0.0001722784,0.1,1.9256723 +1402.0,984.98,-0.029553566,1744.9664,3120000.0,1788.0,195000.0,,48736.0,0.0001720224,0.1,1.9024595 +1400.0,992.94,-0.028891634,1745.6776,3130000.0,1793.0,195625.0,,48896.0,0.0001717664,0.1,1.997262 +1432.0,1001.66,-0.030421752,1745.4141,3140000.0,1799.0,196250.0,,49056.0,0.0001715104,0.1,2.0315547 +1388.0,1009.96,-0.02704507,1745.1523,3150000.0,1805.0,196875.0,,49216.0,0.0001712544,0.1,1.9533093 +1398.0,1018.26,-0.027778951,1745.8563,3160000.0,1810.0,197500.0,,49344.0,0.0001710496,0.1,1.8342482 +1428.0,1026.74,-0.028036453,1745.5947,3170000.0,1816.0,198125.0,,49504.0,0.0001707936,0.1,1.8664945 +1404.0,1034.86,-0.02715369,1746.2932,3180000.0,1821.0,198750.0,,49664.0,0.0001705376,0.1,1.9904522 +1402.0,1042.84,-0.030764386,1746.0317,3190000.0,1827.0,199375.0,,49824.0,0.0001702816,0.1,1.9694896 +1414.0,1050.94,-0.027980432,1745.772,3200000.0,1833.0,200000.0,,49984.0,0.0001700256,0.1,1.8725023 +1436.0,1059.24,-0.0303308,1745.5139,3210000.0,1839.0,200625.0,,50144.0,0.0001697696,0.1,1.9145465 +1406.0,1067.4,-0.030335698,1746.2039,3220000.0,1844.0,201250.0,,50304.0,0.0001695136,0.1,1.915385 +1378.0,1075.42,-0.029733887,1745.9459,3230000.0,1850.0,201875.0,,50464.0,0.0001692576,0.1,1.9439572 +1380.0,1083.44,-0.02728761,1745.6897,3240000.0,1856.0,202500.0,,50624.0,0.0001690016,0.1,2.0010262 +1396.0,1091.72,-0.029448722,1746.3729,3250000.0,1861.0,203125.0,,50752.0,0.0001687968,0.1,1.9438987 +1366.0,1099.74,-0.029762574,1747.0525,3260000.0,1866.0,203750.0,,50912.0,0.0001685408,0.1,1.8387568 +1402.0,1108.18,-0.030283088,1746.7949,3270000.0,1872.0,204375.0,,51072.0,0.0001682848,0.1,1.9844849 +1420.0,1116.78,-0.028102241,1745.6094,3280000.0,1879.0,205000.0,,51232.0,0.0001680288,0.1,1.9593785 +1380.0,1124.8,-0.028460382,1745.358,3290000.0,1885.0,205625.0,,51392.0,0.0001677728,0.1,1.9768736 +1380.0,1132.72,-0.030013124,1746.0317,3300000.0,1890.0,206250.0,,51552.0,0.0001675168,0.1,2.0276315 +1348.0,1140.14,-0.031016441,1744.8604,3310000.0,1897.0,206875.0,,51712.0,0.0001672608,0.1,2.0006557 +1332.0,1147.18,-0.030653318,1745.531,3320000.0,1902.0,207500.0,,51872.0,0.0001670048,0.1,1.9889197 +1308.0,1153.58,-0.031731993,1745.283,3330000.0,1908.0,208125.0,,52000.0,0.0001668,0.1,2.0129442 +1302.0,1160.3,-0.029739887,1745.9487,3340000.0,1913.0,208750.0,,52160.0,0.000166544,0.1,1.9658754 +1318.0,1166.94,-0.02877868,1745.7009,3350000.0,1919.0,209375.0,,52320.0,0.000166288,0.1,1.9431481 +1352.0,1173.72,-0.030793551,1746.3617,3360000.0,1924.0,210000.0,,52480.0,0.000166032,0.1,2.014906 +1414.0,1181.26,-0.028804751,1746.114,3370000.0,1930.0,210625.0,,52640.0,0.000165776,0.1,1.9881806 +1412.0,1189.08,-0.03206665,1745.8678,3380000.0,1936.0,211250.0,,52800.0,0.00016552,0.1,2.0694246 +1432.0,1196.52,-0.030371528,1745.623,3390000.0,1942.0,211875.0,,52960.0,0.000165264,0.1,1.8672222 +1460.0,1204.18,-0.027636314,1746.2764,3400000.0,1947.0,212500.0,,53120.0,0.000165008,0.1,1.9006073 +1480.0,1212.3,-0.02848031,1746.0317,3410000.0,1953.0,213125.0,,53280.0,0.000164752,0.1,1.9279814 +1494.0,1220.5,-0.02967212,1746.6803,3420000.0,1958.0,213750.0,,53408.0,0.0001645472,0.1,1.9834979 +1486.0,1228.24,-0.027839294,1746.4358,3430000.0,1964.0,214375.0,,53568.0,0.0001642912,0.1,1.9000318 +1490.0,1236.1,-0.028280668,1746.1929,3440000.0,1970.0,215000.0,,53728.0,0.0001640352,0.1,1.7850363 +1526.0,1244.0,-0.029370649,1746.8354,3450000.0,1975.0,215625.0,,53888.0,0.0001637792,0.1,1.9701834 +1540.0,1251.68,-0.027947132,1746.5927,3460000.0,1981.0,216250.0,,54048.0,0.0001635232,0.1,1.8766179 +1552.0,1259.08,-0.025430419,1747.2306,3470000.0,1986.0,216875.0,,54208.0,0.0001632672,0.1,1.8915901 +1546.0,1266.34,-0.026289845,1746.9879,3480000.0,1992.0,217500.0,,54368.0,0.0001630112,0.1,1.8458457 +1558.0,1273.42,-0.02524944,1746.7467,3490000.0,1998.0,218125.0,,54528.0,0.0001627552,0.1,1.8978317 +1546.0,1280.18,-0.02732948,1747.3789,3500000.0,2003.0,218750.0,,54656.0,0.0001625504,0.1,1.9196869 +1510.0,1286.6,-0.024228485,1747.138,3510000.0,2009.0,219375.0,,54816.0,0.0001622944,0.1,1.8777771 +1494.0,1292.54,-0.02537988,1746.8983,3520000.0,2015.0,220000.0,,54976.0,0.0001620384,0.1,1.9360204 +1476.0,1298.08,-0.030560726,1747.5248,3530000.0,2020.0,220625.0,,55136.0,0.0001617824,0.1,1.9550486 +1456.0,1303.76,-0.030971363,1747.2853,3540000.0,2026.0,221250.0,,55296.0,0.0001615264,0.1,1.9800798 +1460.0,1309.14,-0.028628038,1747.9075,3550000.0,2031.0,221875.0,,55456.0,0.0001612704,0.1,1.9174402 +1468.0,1314.72,-0.030437067,1747.6681,3560000.0,2037.0,222500.0,,55616.0,0.0001610144,0.1,1.8687575 +1472.0,1320.94,-0.027325034,1748.286,3570000.0,2042.0,223125.0,,55776.0,0.0001607584,0.1,1.9179354 +1476.0,1327.4,-0.031990692,1748.0469,3580000.0,2048.0,223750.0,,55936.0,0.0001605024,0.1,1.9579403 +1500.0,1333.84,-0.031176098,1747.8092,3590000.0,2054.0,224375.0,,56064.0,0.0001602976,0.1,1.9716314 +1506.0,1340.74,-0.03089198,1747.5729,3600000.0,2060.0,225000.0,,56224.0,0.0001600416,0.1,2.0309107 +1514.0,1347.8,-0.029626388,1748.184,3610000.0,2065.0,225625.0,,56384.0,0.0001597856,0.1,1.9350837 +1528.0,1354.5,-0.027616257,1747.9479,3620000.0,2071.0,226250.0,,56544.0,0.0001595296,0.1,1.9089231 +1508.0,1360.64,-0.0294501,1748.5549,3630000.0,2076.0,226875.0,,56704.0,0.0001592736,0.1,1.9506289 +1478.0,1366.42,-0.028717885,1748.319,3640000.0,2082.0,227500.0,,56864.0,0.0001590176,0.1,1.9259484 +1434.0,1371.34,-0.027495604,1748.0844,3650000.0,2088.0,228125.0,,57024.0,0.0001587616,0.1,1.9279411 +1400.0,1375.18,-0.02770534,1747.851,3660000.0,2094.0,228750.0,,57184.0,0.0001585056,0.1,2.0072606 +1412.0,1379.06,-0.02788591,1748.4517,3670000.0,2099.0,229375.0,,57312.0,0.0001583008,0.1,1.9185737 +1390.0,1382.68,-0.030871427,1748.2185,3680000.0,2105.0,230000.0,,57472.0,0.0001580448,0.1,2.0523834 +1422.0,1386.52,-0.027776154,1748.8152,3690000.0,2110.0,230625.0,,57632.0,0.0001577888,0.1,2.0824752 +1404.0,1390.1,-0.02825277,1748.5823,3700000.0,2116.0,231250.0,,57792.0,0.0001575328,0.1,1.9608328 +1418.0,1393.58,-0.02797856,1749.1749,3710000.0,2121.0,231875.0,,57952.0,0.0001572768,0.1,1.8836371 +1442.0,1397.44,-0.02938963,1748.9421,3720000.0,2127.0,232500.0,,58112.0,0.0001570208,0.1,1.9956114 +1440.0,1400.82,-0.030507006,1748.7107,3730000.0,2133.0,233125.0,,58272.0,0.0001567648,0.1,1.9081968 +1454.0,1403.96,-0.03017972,1748.4806,3740000.0,2139.0,233750.0,,58432.0,0.0001565088,0.1,2.011757 +1440.0,1406.34,-0.03131541,1748.2517,3750000.0,2145.0,234375.0,,58592.0,0.0001562528,0.1,2.0478292 +1464.0,1408.78,-0.029764041,1748.8372,3760000.0,2150.0,235000.0,,58720.0,0.000156048,0.1,1.921674 +1500.0,1411.3,-0.029052895,1749.4199,3770000.0,2155.0,235625.0,,58880.0,0.000155792,0.1,1.8570045 +1514.0,1413.7,-0.029450841,1749.1902,3780000.0,2161.0,236250.0,,59040.0,0.000155536,0.1,1.8738556 +1520.0,1415.98,-0.029590394,1748.9617,3790000.0,2167.0,236875.0,,59200.0,0.00015528,0.1,1.9192948 +1508.0,1418.32,-0.027887978,1749.5396,3800000.0,2172.0,237500.0,,59360.0,0.000155024,0.1,1.9199574 +1486.0,1420.26,-0.030080944,1749.3113,3810000.0,2178.0,238125.0,,59520.0,0.000154768,0.1,1.8733685 +1506.0,1422.08,-0.027735287,1749.0842,3820000.0,2184.0,238750.0,,59680.0,0.000154512,0.1,2.0176065 +1500.0,1424.02,-0.030302612,1748.8584,3830000.0,2190.0,239375.0,,59840.0,0.000154256,0.1,1.913577 +1492.0,1425.88,-0.02635257,1748.6339,3840000.0,2196.0,240000.0,,60000.0,0.000154,0.1,1.933144 +1486.0,1427.88,-0.029532554,1749.205,3850000.0,2201.0,240625.0,,60128.0,0.0001537952,0.1,1.827135 +1490.0,1429.86,-0.029309684,1748.9805,3860000.0,2207.0,241250.0,,60288.0,0.0001535392,0.1,1.9389775 +1534.0,1432.92,-0.028301088,1748.7573,3870000.0,2213.0,241875.0,,60448.0,0.0001532832,0.1,1.7832246 +1520.0,1435.86,-0.028629689,1748.5354,3880000.0,2219.0,242500.0,,60608.0,0.0001530272,0.1,1.8515527 +1538.0,1438.9,-0.029531885,1748.3146,3890000.0,2225.0,243125.0,,60768.0,0.0001527712,0.1,1.8920908 +1508.0,1441.52,-0.02619597,1748.095,3900000.0,2231.0,243750.0,,60928.0,0.0001525152,0.1,1.8681943 +1480.0,1443.48,-0.025345543,1748.6583,3910000.0,2236.0,244375.0,,61088.0,0.0001522592,0.1,1.8039951 +1398.0,1444.46,-0.028848214,1748.4388,3920000.0,2242.0,245000.0,,61248.0,0.0001520032,0.1,1.9974444 +1352.0,1444.68,-0.028428175,1748.2206,3930000.0,2248.0,245625.0,,61376.0,0.0001517984,0.1,1.8647915 +1332.0,1444.28,-0.030243741,1748.7794,3940000.0,2253.0,246250.0,,61536.0,0.0001515424,0.1,1.9216499 +1316.0,1443.6,-0.028527986,1748.5613,3950000.0,2259.0,246875.0,,61696.0,0.0001512864,0.1,1.9163346 +1338.0,1442.76,-0.029380986,1749.1166,3960000.0,2264.0,247500.0,,61856.0,0.0001510304,0.1,1.9108231 +1346.0,1442.08,-0.028027005,1748.8987,3970000.0,2270.0,248125.0,,62016.0,0.0001507744,0.1,1.9003011 +1356.0,1441.42,-0.026221646,1749.4506,3980000.0,2275.0,248750.0,,62176.0,0.0001505184,0.1,1.9547188 +1402.0,1441.0,-0.028550074,1749.2328,3990000.0,2281.0,249375.0,,62336.0,0.0001502624,0.1,1.9547751 +1426.0,1440.54,-0.028060665,1748.2517,4000000.0,2288.0,250000.0,,62496.0,0.0001500064,0.1,1.8090628 +1432.0,1440.48,-0.030689813,1748.0383,4010000.0,2294.0,250625.0,,62656.0,0.0001497504,0.1,1.8680699 +1474.0,1440.92,-0.027221978,1748.5863,4020000.0,2299.0,251250.0,,62784.0,0.0001495456,0.1,1.7404392 +1468.0,1441.2,-0.026428983,1749.132,4030000.0,2304.0,251875.0,,62944.0,0.0001492896,0.1,1.8289329 +1514.0,1442.16,-0.027994117,1748.9177,4040000.0,2310.0,252500.0,,63104.0,0.0001490336,0.1,1.7328229 +1524.0,1443.02,-0.028343862,1749.4601,4050000.0,2315.0,253125.0,,63264.0,0.0001487776,0.1,1.7695979 +1516.0,1443.88,-0.027470443,1749.246,4060000.0,2321.0,253750.0,,63424.0,0.0001485216,0.1,1.782068 +1524.0,1444.78,-0.028531652,1749.0331,4070000.0,2327.0,254375.0,,63584.0,0.0001482656,0.1,1.8035581 +1486.0,1445.34,-0.027650256,1748.8213,4080000.0,2333.0,255000.0,,63744.0,0.0001480096,0.1,1.8661332 +1460.0,1445.7,-0.02759739,1748.6105,4090000.0,2339.0,255625.0,,63904.0,0.0001477536,0.1,1.8735673 +1462.0,1445.9,-0.029509872,1749.1467,4100000.0,2344.0,256250.0,,64032.0,0.0001475488,0.1,1.8941437 +1438.0,1446.2,-0.028165208,1748.9362,4110000.0,2350.0,256875.0,,64192.0,0.0001472928,0.1,1.86849 +1428.0,1446.46,-0.029398836,1749.4692,4120000.0,2355.0,257500.0,,64352.0,0.0001470368,0.1,1.930371 +1422.0,1446.68,-0.031280316,1749.2588,4130000.0,2361.0,258125.0,,64512.0,0.0001467808,0.1,1.8795085 +1432.0,1446.68,-0.027655968,1749.0494,4140000.0,2367.0,258750.0,,64672.0,0.0001465248,0.1,1.8263896 +1448.0,1447.28,-0.030420778,1748.8412,4150000.0,2373.0,259375.0,,64832.0,0.0001462688,0.1,1.8485551 +1436.0,1447.66,-0.025739241,1748.6339,4160000.0,2379.0,260000.0,,64992.0,0.0001460128,0.1,1.8967737 +1466.0,1448.04,-0.026085278,1748.4276,4170000.0,2385.0,260625.0,,65152.0,0.0001457568,0.1,1.9173908 +1474.0,1448.74,-0.027532926,1748.2225,4180000.0,2391.0,261250.0,,65312.0,0.0001455008,0.1,1.8105397 +1498.0,1449.7,-0.027138218,1748.7479,4190000.0,2396.0,261875.0,,65440.0,0.000145296,0.1,1.7628781 +1522.0,1450.78,-0.026935495,1748.5428,4200000.0,2402.0,262500.0,,65600.0,0.00014504,0.1,1.8626635 +1550.0,1451.92,-0.027367491,1749.0652,4210000.0,2407.0,263125.0,,65760.0,0.000144784,0.1,1.8173269 +1584.0,1453.7,-0.029375464,1748.8604,4220000.0,2413.0,263750.0,,65920.0,0.000144528,0.1,1.7962552 +1594.0,1455.86,-0.025476273,1748.6565,4230000.0,2419.0,264375.0,,66080.0,0.000144272,0.1,1.7245302 +1632.0,1458.38,-0.027304197,1748.4536,4240000.0,2425.0,265000.0,,66240.0,0.000144016,0.1,1.7817677 +1648.0,1460.9,-0.028659498,1748.9712,4250000.0,2430.0,265625.0,,66400.0,0.00014376,0.1,1.8345506 +1622.0,1463.46,-0.026869345,1748.7684,4260000.0,2436.0,266250.0,,66560.0,0.000143504,0.1,1.8256987 +1596.0,1465.4,-0.028864978,1749.2831,4270000.0,2441.0,266875.0,,66688.0,0.0001432992,0.1,1.8579111 +1596.0,1467.16,-0.027087485,1749.7955,4280000.0,2446.0,267500.0,,66848.0,0.0001430432,0.1,1.785532 +1584.0,1469.2,-0.025782669,1749.5922,4290000.0,2452.0,268125.0,,67008.0,0.0001427872,0.1,1.7366045 +1576.0,1471.16,-0.025756609,1749.3898,4300000.0,2458.0,268750.0,,67168.0,0.0001425312,0.1,1.8434453 +1550.0,1473.18,-0.028309545,1749.1884,4310000.0,2464.0,269375.0,,67328.0,0.0001422752,0.1,1.8528475 +1550.0,1475.36,-0.028025404,1748.9879,4320000.0,2470.0,270000.0,,67488.0,0.0001420192,0.1,1.9073555 +1546.0,1477.74,-0.025980096,1748.7883,4330000.0,2476.0,270625.0,,67648.0,0.0001417632,0.1,1.8936589 +1530.0,1480.02,-0.028701916,1748.5898,4340000.0,2482.0,271250.0,,67808.0,0.0001415072,0.1,1.8673848 +1520.0,1482.04,-0.026950525,1749.0953,4350000.0,2487.0,271875.0,,67968.0,0.0001412512,0.1,1.7345287 +1502.0,1483.54,-0.029327078,1748.8969,4360000.0,2493.0,272500.0,,68096.0,0.0001410464,0.1,1.9491231 +1520.0,1484.6,-0.028644437,1749.3995,4370000.0,2498.0,273125.0,,68256.0,0.0001407904,0.1,1.8382745 +1512.0,1485.6,-0.030647606,1749.2013,4380000.0,2504.0,273750.0,,68416.0,0.0001405344,0.1,1.9328965 +1520.0,1486.48,-0.030057982,1749.004,4390000.0,2510.0,274375.0,,68576.0,0.0001402784,0.1,1.9509815 +1508.0,1486.96,-0.03176581,1749.5029,4400000.0,2515.0,275000.0,,68736.0,0.0001400224,0.1,1.932647 +1502.0,1487.18,-0.027284335,1749.3058,4410000.0,2521.0,275625.0,,68896.0,0.0001397664,0.1,1.9447255 +1504.0,1487.28,-0.029154422,1749.1096,4420000.0,2527.0,276250.0,,69056.0,0.0001395104,0.1,1.9202316 +1496.0,1487.38,-0.029979039,1748.9143,4430000.0,2533.0,276875.0,,69216.0,0.0001392544,0.1,1.9339812 +1488.0,1487.36,-0.028639527,1749.4089,4440000.0,2538.0,277500.0,,69344.0,0.0001390496,0.1,1.8603373 +1504.0,1487.14,-0.027092926,1749.9017,4450000.0,2543.0,278125.0,,69504.0,0.0001387936,0.1,1.8988937 +1504.0,1486.78,-0.03038888,1749.7058,4460000.0,2549.0,278750.0,,69664.0,0.0001385376,0.1,1.8693842 +1520.0,1486.46,-0.026974056,1749.5107,4470000.0,2555.0,279375.0,,69824.0,0.0001382816,0.1,1.9616326 +1544.0,1486.44,-0.029718464,1749.3167,4480000.0,2561.0,280000.0,,69984.0,0.0001380256,0.1,1.8146304 +1534.0,1486.2,-0.025758617,1749.1235,4490000.0,2567.0,280625.0,,70144.0,0.0001377696,0.1,1.862956 +1572.0,1486.46,-0.03186597,1748.9312,4500000.0,2573.0,281250.0,,70304.0,0.0001375136,0.1,1.8913568 +1570.0,1487.06,-0.02575061,1748.7399,4510000.0,2579.0,281875.0,,70464.0,0.0001372576,0.1,1.6920588 +1572.0,1487.84,-0.027074426,1747.8732,4520000.0,2586.0,282500.0,,70624.0,0.0001370016,0.1,1.7802805 +1584.0,1488.92,-0.023677412,1748.3597,4530000.0,2591.0,283125.0,,70752.0,0.0001367968,0.1,1.8565028 +1592.0,1490.28,-0.02936065,1748.8444,4540000.0,2596.0,283750.0,,70912.0,0.0001365408,0.1,1.8818715 +1614.0,1491.82,-0.030571366,1748.6549,4550000.0,2602.0,284375.0,,71072.0,0.0001362848,0.1,1.9665594 +1610.0,1493.24,-0.029812217,1748.4663,4560000.0,2608.0,285000.0,,71232.0,0.0001360288,0.1,1.8982323 +1602.0,1494.54,-0.026815444,1748.2784,4570000.0,2614.0,285625.0,,71392.0,0.0001357728,0.1,1.8494542 +1600.0,1495.78,-0.027472638,1748.759,4580000.0,2619.0,286250.0,,71552.0,0.0001355168,0.1,1.8906289 +1628.0,1497.06,-0.029162703,1748.5714,4590000.0,2625.0,286875.0,,71712.0,0.0001352608,0.1,1.8540574 +1630.0,1498.3,-0.029543823,1748.3846,4600000.0,2631.0,287500.0,,71872.0,0.0001350048,0.1,1.8887014 +1626.0,1499.42,-0.03037805,1748.8619,4610000.0,2636.0,288125.0,,72000.0,0.0001348,0.1,1.8538029 +1658.0,1500.72,-0.030057896,1748.6753,4620000.0,2642.0,288750.0,,72160.0,0.000134544,0.1,1.7356231 +1644.0,1502.08,-0.027830841,1748.4894,4630000.0,2648.0,289375.0,,72320.0,0.000134288,0.1,1.7258999 +1660.0,1503.9,-0.02826954,1748.9634,4640000.0,2653.0,290000.0,,72480.0,0.000134032,0.1,1.6478243 +1668.0,1506.24,-0.026397381,1748.7777,4650000.0,2659.0,290625.0,,72640.0,0.000133776,0.1,1.7776711 +1656.0,1508.8,-0.028080305,1749.2493,4660000.0,2664.0,291250.0,,72800.0,0.00013352,0.1,1.7217815 +1638.0,1511.06,-0.027900295,1748.4088,4670000.0,2671.0,291875.0,,72960.0,0.000133264,0.1,1.7206945 +1624.0,1513.4,-0.030380744,1748.8789,4680000.0,2676.0,292500.0,,73120.0,0.000133008,0.1,1.8430712 +1646.0,1515.64,-0.028130017,1748.695,4690000.0,2682.0,293125.0,,73280.0,0.000132752,0.1,1.8077723 +1606.0,1517.66,-0.027014747,1749.1626,4700000.0,2687.0,293750.0,,73408.0,0.0001325472,0.1,1.862555 +1594.0,1519.42,-0.029381197,1748.9789,4710000.0,2693.0,294375.0,,73568.0,0.0001322912,0.1,1.8564644 +1564.0,1520.64,-0.028557893,1749.4441,4720000.0,2698.0,295000.0,,73728.0,0.0001320352,0.1,1.9015185 +1562.0,1521.86,-0.027138378,1749.2604,4730000.0,2704.0,295625.0,,73888.0,0.0001317792,0.1,1.8515568 +1556.0,1522.88,-0.029005744,1749.7231,4740000.0,2709.0,296250.0,,74048.0,0.0001315232,0.1,1.8765906 +1536.0,1523.84,-0.029012207,1749.5396,4750000.0,2715.0,296875.0,,74208.0,0.0001312672,0.1,1.7659221 +1550.0,1524.7,-0.030607726,1749.3568,4760000.0,2721.0,297500.0,,74368.0,0.0001310112,0.1,1.9049904 +1566.0,1525.36,-0.030504791,1749.8165,4770000.0,2726.0,298125.0,,74528.0,0.0001307552,0.1,1.7714914 +1596.0,1526.18,-0.029599767,1749.6339,4780000.0,2732.0,298750.0,,74656.0,0.0001305504,0.1,1.8925767 +1626.0,1527.24,-0.029250573,1750.0913,4790000.0,2737.0,299375.0,,74816.0,0.0001302944,0.1,1.7272314 +1644.0,1528.6,-0.02931251,1749.9088,4800000.0,2743.0,300000.0,,74976.0,0.0001300384,0.1,1.7356673 +1676.0,1530.5,-0.026046593,1749.7272,4810000.0,2749.0,300625.0,,75136.0,0.0001297824,0.1,1.7428815 +1696.0,1532.4,-0.02683749,1750.1815,4820000.0,2754.0,301250.0,,75296.0,0.0001295264,0.1,1.7391664 +1686.0,1534.26,-0.029390285,1750.0,4830000.0,2760.0,301875.0,,75456.0,0.0001292704,0.1,1.701405 +1676.0,1536.1,-0.02816703,1749.8192,4840000.0,2766.0,302500.0,,75616.0,0.0001290144,0.1,1.8064911 +1670.0,1537.94,-0.030084666,1750.2706,4850000.0,2771.0,303125.0,,75776.0,0.0001287584,0.1,1.7124374 +1670.0,1539.74,-0.028764423,1749.4601,4860000.0,2778.0,303750.0,,75936.0,0.0001285024,0.1,1.7495843 +1666.0,1541.06,-0.026669584,1749.2816,4870000.0,2784.0,304375.0,,76064.0,0.0001282976,0.1,1.7609633 +1656.0,1542.42,-0.025505943,1749.7311,4880000.0,2789.0,305000.0,,76224.0,0.0001280416,0.1,1.6997488 +1652.0,1543.56,-0.026057076,1749.5527,4890000.0,2795.0,305625.0,,76384.0,0.0001277856,0.1,1.6771077 +1666.0,1545.14,-0.029000107,1750.0,4900000.0,2800.0,306250.0,,76544.0,0.0001275296,0.1,1.8512614 +1670.0,1547.04,-0.024179937,1749.8218,4910000.0,2806.0,306875.0,,76704.0,0.0001272736,0.1,1.6222082 +1676.0,1549.82,-0.029301124,1749.6444,4920000.0,2812.0,307500.0,,76864.0,0.0001270176,0.1,1.8522446 +1680.0,1553.1,-0.031067738,1749.4677,4930000.0,2818.0,308125.0,,77024.0,0.0001267616,0.1,1.7600904 +1668.0,1556.46,-0.027271703,1749.2917,4940000.0,2824.0,308750.0,,77184.0,0.0001265056,0.1,1.8355881 +1680.0,1560.1,-0.030022219,1749.7349,4950000.0,2829.0,309375.0,,77312.0,0.0001263008,0.1,1.7123415 +1654.0,1563.26,-0.02700634,1749.5591,4960000.0,2835.0,310000.0,,77472.0,0.0001260448,0.1,1.7270614 +1632.0,1566.12,-0.025733922,1750.0,4970000.0,2840.0,310625.0,,77632.0,0.0001257888,0.1,1.7062416 +1642.0,1568.98,-0.027165258,1749.8243,4980000.0,2846.0,311250.0,,77792.0,0.0001255328,0.1,1.7631413 +1614.0,1571.1,-0.024389615,1749.6494,4990000.0,2852.0,311875.0,,77952.0,0.0001252768,0.1,1.7470851 +1620.0,1573.04,-0.027974226,1750.0875,5000000.0,2857.0,312500.0,,78112.0,0.0001250208,0.1,1.8468709 +1614.0,1574.86,-0.026531719,1749.9127,5010000.0,2863.0,313125.0,,78272.0,0.0001247648,0.1,1.6834257 +1592.0,1576.04,-0.028583156,1749.7385,5020000.0,2869.0,313750.0,,78432.0,0.0001245088,0.1,1.792644 +1602.0,1577.38,-0.028719993,1750.174,5030000.0,2874.0,314375.0,,78592.0,0.0001242528,0.1,1.8750365 +1612.0,1578.36,-0.026406176,1750.6079,5040000.0,2879.0,315000.0,,78720.0,0.000124048,0.1,1.7687771 +1622.0,1579.34,-0.02685053,1749.8268,5050000.0,2886.0,315625.0,,78880.0,0.000123792,0.1,1.799985 +1612.0,1580.3,-0.028539421,1750.2594,5060000.0,2891.0,316250.0,,79040.0,0.000123536,0.1,1.7618905 +1610.0,1581.16,-0.028299063,1750.0863,5070000.0,2897.0,316875.0,,79200.0,0.00012328,0.1,1.8469315 +1632.0,1582.62,-0.028237803,1749.914,5080000.0,2903.0,317500.0,,79360.0,0.000123024,0.1,1.7550325 +1646.0,1584.48,-0.02705704,1749.7422,5090000.0,2909.0,318125.0,,79520.0,0.000122768,0.1,1.6541454 +1656.0,1586.42,-0.02946071,1749.5712,5100000.0,2915.0,318750.0,,79680.0,0.000122512,0.1,1.6631562 +1650.0,1588.54,-0.028273705,1749.4009,5110000.0,2921.0,319375.0,,79840.0,0.000122256,0.1,1.7705526 +1624.0,1590.5,-0.025150526,1749.2313,5120000.0,2927.0,320000.0,,80000.0,0.000122,0.1,1.6275958 +1618.0,1592.46,-0.027938217,1749.6589,5130000.0,2932.0,320625.0,,80128.0,0.0001217952,0.1,1.7089636 +1610.0,1594.24,-0.025481712,1750.0851,5140000.0,2937.0,321250.0,,80288.0,0.0001215392,0.1,1.7617908 +1578.0,1595.54,-0.02784647,1749.915,5150000.0,2943.0,321875.0,,80448.0,0.0001212832,0.1,1.7379446 +1570.0,1596.88,-0.025629833,1749.7457,5160000.0,2949.0,322500.0,,80608.0,0.0001210272,0.1,1.6836363 +1578.0,1598.0,-0.028281998,1750.1693,5170000.0,2954.0,323125.0,,80768.0,0.0001207712,0.1,1.8206148 +1600.0,1599.26,-0.028084865,1750.0,5180000.0,2960.0,323750.0,,80928.0,0.0001205152,0.1,1.8488173 +1630.0,1600.58,-0.028536646,1749.8314,5190000.0,2966.0,324375.0,,81088.0,0.0001202592,0.1,1.7904882 +1636.0,1601.72,-0.028909748,1750.2524,5200000.0,2971.0,325000.0,,81248.0,0.0001200032,0.1,1.818251 +1662.0,1602.84,-0.02943723,1750.084,5210000.0,2977.0,325625.0,,81376.0,0.0001197984,0.1,1.8546889 +1688.0,1603.88,-0.028292686,1749.9161,5220000.0,2983.0,326250.0,,81536.0,0.0001195424,0.1,1.7821999 +1694.0,1604.88,-0.030620981,1750.3347,5230000.0,2988.0,326875.0,,81696.0,0.0001192864,0.1,1.8353155 +1704.0,1605.6,-0.027961167,1750.167,5240000.0,2994.0,327500.0,,81856.0,0.0001190304,0.1,1.7989471 +1702.0,1606.14,-0.028652515,1750.0,5250000.0,3000.0,328125.0,,82016.0,0.0001187744,0.1,1.8569196 +1708.0,1607.0,-0.026424902,1749.8336,5260000.0,3006.0,328750.0,,82176.0,0.0001185184,0.1,1.7134074 +1706.0,1608.1,-0.029433357,1749.668,5270000.0,3012.0,329375.0,,82336.0,0.0001182624,0.1,1.7126272 +1686.0,1609.0,-0.029073566,1749.5029,5280000.0,3018.0,330000.0,,82496.0,0.0001180064,0.1,1.7050843 +1694.0,1610.1,-0.028527897,1749.3386,5290000.0,3024.0,330625.0,,82656.0,0.0001177504,0.1,1.8039155 +1696.0,1611.3,-0.0277084,1749.7524,5300000.0,3029.0,331250.0,,82784.0,0.0001175456,0.1,1.7842855 +1688.0,1612.68,-0.027697481,1749.5881,5310000.0,3035.0,331875.0,,82944.0,0.0001172896,0.1,1.7187316 +1670.0,1613.88,-0.024980884,1750.0,5320000.0,3040.0,332500.0,,83104.0,0.0001170336,0.1,1.7625365 +1672.0,1615.14,-0.02801076,1749.8358,5330000.0,3046.0,333125.0,,83264.0,0.0001167776,0.1,1.7636201 +1676.0,1616.6,-0.026317505,1749.6724,5340000.0,3052.0,333750.0,,83424.0,0.0001165216,0.1,1.7338278 +1688.0,1618.28,-0.028682686,1750.0818,5350000.0,3057.0,334375.0,,83584.0,0.0001162656,0.1,1.7710547 +1684.0,1620.1,-0.026733965,1749.9183,5360000.0,3063.0,335000.0,,83744.0,0.0001160096,0.1,1.7444639 +1690.0,1621.8,-0.026327925,1749.7556,5370000.0,3069.0,335625.0,,83904.0,0.0001157536,0.1,1.6249866 +1682.0,1623.5,-0.030840969,1750.1626,5380000.0,3074.0,336250.0,,84032.0,0.0001155488,0.1,1.794891 +1692.0,1625.22,-0.025908642,1750.5684,5390000.0,3079.0,336875.0,,84192.0,0.0001152928,0.1,1.6788112 +1672.0,1626.86,-0.02896586,1750.4052,5400000.0,3085.0,337500.0,,84352.0,0.0001150368,0.1,1.7554077 +1670.0,1628.54,-0.028517507,1750.2427,5410000.0,3091.0,338125.0,,84512.0,0.0001147808,0.1,1.7985287 +1670.0,1630.2,-0.025186623,1750.646,5420000.0,3096.0,338750.0,,84672.0,0.0001145248,0.1,1.7379389 +1654.0,1631.78,-0.02747898,1750.4835,5430000.0,3102.0,339375.0,,84832.0,0.0001142688,0.1,1.6919944 +1644.0,1633.34,-0.027701296,1749.7588,5440000.0,3109.0,340000.0,,84992.0,0.0001140128,0.1,1.8495789 +1662.0,1634.92,-0.029084072,1750.1605,5450000.0,3114.0,340625.0,,85152.0,0.0001137568,0.1,1.7647909 +1664.0,1636.52,-0.025457311,1750.0,5460000.0,3120.0,341250.0,,85312.0,0.0001135008,0.1,1.7443836 +1646.0,1637.78,-0.029361192,1750.4,5470000.0,3125.0,341875.0,,85440.0,0.000113296,0.1,1.8522675 +1642.0,1638.76,-0.027969701,1750.2395,5480000.0,3131.0,342500.0,,85600.0,0.00011304,0.1,1.7010512 +1652.0,1639.94,-0.02724207,1750.6377,5490000.0,3136.0,343125.0,,85760.0,0.000112784,0.1,1.7382371 +1660.0,1640.82,-0.028230855,1751.5924,5500000.0,3140.0,343750.0,,85920.0,0.000112528,0.1,1.7709932 +1666.0,1641.78,-0.02414209,1751.9873,5510000.0,3145.0,344375.0,,86080.0,0.000112272,0.1,1.7066913 +1678.0,1642.84,-0.027671821,1752.381,5520000.0,3150.0,345000.0,,86240.0,0.000112016,0.1,1.6540873 +1684.0,1643.84,-0.028110668,1752.7733,5530000.0,3155.0,345625.0,,86400.0,0.00011176,0.1,1.7314091 +1716.0,1645.08,-0.028985133,1753.1646,5540000.0,3160.0,346250.0,,86560.0,0.000111504,0.1,1.7475216 +1696.0,1645.9,-0.026753327,1753.5544,5550000.0,3165.0,346875.0,,86688.0,0.0001112992,0.1,1.6407471 +1692.0,1646.72,-0.026200935,1753.9432,5560000.0,3170.0,347500.0,,86848.0,0.0001110432,0.1,1.6495516 +1662.0,1647.32,-0.020626213,1754.3307,5570000.0,3175.0,348125.0,,87008.0,0.0001107872,0.1,1.5707221 +1662.0,1647.94,-0.028893352,1754.1654,5580000.0,3181.0,348750.0,,87168.0,0.0001105312,0.1,1.5935977 +1660.0,1648.26,-0.024373475,1754.5511,5590000.0,3186.0,349375.0,,87328.0,0.0001102752,0.1,1.6994431 +1636.0,1648.32,-0.026522273,1754.9358,5600000.0,3191.0,350000.0,,87488.0,0.0001100192,0.1,1.7199678 +1614.0,1648.2,-0.029026896,1755.3191,5610000.0,3196.0,350625.0,,87648.0,0.0001097632,0.1,1.7615666 +1626.0,1647.88,-0.027705956,1756.25,5620000.0,3200.0,351250.0,,87808.0,0.0001095072,0.1,1.7361927 +1644.0,1647.88,-0.029003248,1756.6302,5630000.0,3205.0,351875.0,,87968.0,0.0001092512,0.1,1.7828127 +1618.0,1647.46,-0.029266112,1757.0094,5640000.0,3210.0,352500.0,,88096.0,0.0001090464,0.1,1.7539165 +1600.0,1646.78,-0.028630689,1757.3872,5650000.0,3215.0,353125.0,,88256.0,0.0001087904,0.1,1.6917669 +1564.0,1645.86,-0.025924224,1757.7639,5660000.0,3220.0,353750.0,,88416.0,0.0001085344,0.1,1.7936013 +1582.0,1645.3,-0.026381949,1758.1395,5670000.0,3225.0,354375.0,,88576.0,0.0001082784,0.1,1.7923723 +1598.0,1645.04,-0.025376048,1758.5139,5680000.0,3230.0,355000.0,,88736.0,0.0001080224,0.1,1.695221 +1566.0,1644.24,-0.026316881,1758.8872,5690000.0,3235.0,355625.0,,88896.0,0.0001077664,0.1,1.7045865 +1580.0,1643.98,-0.02605633,1759.2593,5700000.0,3240.0,356250.0,,89056.0,0.0001075104,0.1,1.6552038 +1596.0,1644.0,-0.026404543,1759.6302,5710000.0,3245.0,356875.0,,89216.0,0.0001072544,0.1,1.7942724 +1610.0,1644.46,-0.022909725,1760.0,5720000.0,3250.0,357500.0,,89344.0,0.0001070496,0.1,1.6073391 +1642.0,1645.26,-0.023737887,1760.3687,5730000.0,3255.0,358125.0,,89504.0,0.0001067936,0.1,1.6235201 +1660.0,1646.3,-0.02582945,1760.7362,5740000.0,3260.0,358750.0,,89664.0,0.0001065376,0.1,1.7275934 +1672.0,1647.66,-0.023412492,1761.1027,5750000.0,3265.0,359375.0,,89824.0,0.0001062816,0.1,1.6455176 +1686.0,1649.02,-0.027944857,1762.0067,5760000.0,3269.0,360000.0,,89984.0,0.0001060256,0.1,1.6816598 +1692.0,1650.28,-0.026775228,1762.3702,5770000.0,3274.0,360625.0,,90144.0,0.0001057696,0.1,1.7561936 +1680.0,1651.12,-0.02876317,1762.7325,5780000.0,3279.0,361250.0,,90304.0,0.0001055136,0.1,1.7564654 +1688.0,1651.74,-0.028358737,1762.5571,5790000.0,3285.0,361875.0,,90464.0,0.0001052576,0.1,1.7911111 +1684.0,1652.14,-0.026818579,1762.918,5800000.0,3290.0,362500.0,,90624.0,0.0001050016,0.1,1.7148218 +1674.0,1652.12,-0.028894104,1763.813,5810000.0,3294.0,363125.0,,90752.0,0.0001047968,0.1,1.7576754 +1682.0,1651.98,-0.025280299,1764.171,5820000.0,3299.0,363750.0,,90912.0,0.0001045408,0.1,1.7811177 +1666.0,1651.78,-0.028434196,1764.5278,5830000.0,3304.0,364375.0,,91072.0,0.0001042848,0.1,1.7218263 +1664.0,1651.66,-0.03020299,1764.8837,5840000.0,3309.0,365000.0,,91232.0,0.0001040288,0.1,1.8539809 +1656.0,1651.52,-0.027277458,1765.2384,5850000.0,3314.0,365625.0,,91392.0,0.0001037728,0.1,1.7141483 +1656.0,1651.38,-0.026097178,1765.592,5860000.0,3319.0,366250.0,,91552.0,0.0001035168,0.1,1.7338841 +1644.0,1651.16,-0.024488794,1765.9447,5870000.0,3324.0,366875.0,,91712.0,0.0001032608,0.1,1.7452381 +1638.0,1650.98,-0.026740968,1766.8269,5880000.0,3328.0,367500.0,,91872.0,0.0001030048,0.1,1.6764787 +1638.0,1650.84,-0.030514346,1767.1768,5890000.0,3333.0,368125.0,,92000.0,0.0001028,0.1,1.7494525 +1660.0,1650.78,-0.025666662,1767.5255,5900000.0,3338.0,368750.0,,92160.0,0.000102544,0.1,1.6716046 +1670.0,1650.78,-0.024776652,1768.4021,5910000.0,3342.0,369375.0,,92320.0,0.000102288,0.1,1.6581036 +1666.0,1650.68,-0.022963768,1768.7482,5920000.0,3347.0,370000.0,,92480.0,0.000102032,0.1,1.7123797 +1666.0,1650.54,-0.026317814,1768.5654,5930000.0,3353.0,370625.0,,92640.0,0.000101776,0.1,1.6295813 +1660.0,1650.46,-0.025851805,1769.437,5940000.0,3357.0,371250.0,,92800.0,0.00010152,0.1,1.7555344 +1660.0,1650.26,-0.026610784,1769.7799,5950000.0,3362.0,371875.0,,92960.0,0.000101264,0.1,1.7611703 +1652.0,1650.24,-0.026235947,1769.5962,5960000.0,3368.0,372500.0,,93120.0,0.000101008,0.1,1.6418912 +1642.0,1650.34,-0.026912859,1770.4626,5970000.0,3372.0,373125.0,,93280.0,0.000100752,0.1,1.8034427 +1654.0,1650.46,-0.02741519,1770.8025,5980000.0,3377.0,373750.0,,93408.0,0.0001005472,0.1,1.8777202 +1654.0,1650.86,-0.029604148,1771.1414,5990000.0,3382.0,374375.0,,93568.0,0.0001002912,0.1,1.8029493 +1656.0,1651.22,-0.028219566,1771.4791,6000000.0,3387.0,375000.0,,93728.0,0.0001000352,0.1,1.8602824 +1656.0,1651.64,-0.027047308,1771.816,6010000.0,3392.0,375625.0,,93888.0,9.97792e-05,0.1,1.7018573 +1668.0,1652.4,-0.027805695,1772.6737,6020000.0,3396.0,376250.0,,94048.0,9.95232e-05,0.1,1.8364024 +1662.0,1653.0,-0.028391467,1773.0079,6030000.0,3401.0,376875.0,,94208.0,9.92672e-05,0.1,1.789876 +1660.0,1653.48,-0.023935385,1772.8207,6040000.0,3407.0,377500.0,,94368.0,9.90112e-05,0.1,1.6525683 +1654.0,1653.8,-0.024910666,1773.1536,6050000.0,3412.0,378125.0,,94528.0,9.87552e-05,0.1,1.6161582 +1654.0,1654.22,-0.028847147,1774.0046,6060000.0,3416.0,378750.0,,94656.0,9.85504e-05,0.1,1.6926599 +1666.0,1654.78,-0.025982415,1774.335,6070000.0,3421.0,379375.0,,94816.0,9.82944e-05,0.1,1.7240295 +1684.0,1655.3,-0.026151814,1774.6643,6080000.0,3426.0,380000.0,,94976.0,9.80384e-05,0.1,1.6523254 +1678.0,1655.62,-0.026873248,1774.9927,6090000.0,3431.0,380625.0,,95136.0,9.77824e-05,0.1,1.6365728 +1706.0,1656.12,-0.02698227,1775.3202,6100000.0,3436.0,381250.0,,95296.0,9.75264e-05,0.1,1.7080872 +1716.0,1656.78,-0.029151002,1775.6466,6110000.0,3441.0,381875.0,,95456.0,9.72704e-05,0.1,1.7622356 +1718.0,1657.72,-0.02786945,1775.9722,6120000.0,3446.0,382500.0,,95616.0,9.70144e-05,0.1,1.7584527 +1720.0,1658.74,-0.027876383,1776.2968,6130000.0,3451.0,383125.0,,95776.0,9.67584e-05,0.1,1.8243239 +1730.0,1659.94,-0.027936302,1776.6204,6140000.0,3456.0,383750.0,,95936.0,9.65024e-05,0.1,1.7621818 +1736.0,1661.52,-0.028201135,1777.4567,6150000.0,3460.0,384375.0,,96064.0,9.62976e-05,0.1,1.7294663 +1722.0,1663.04,-0.026256384,1777.7778,6160000.0,3465.0,385000.0,,96224.0,9.60416e-05,0.1,1.8170006 +1712.0,1664.38,-0.027713384,1778.098,6170000.0,3470.0,385625.0,,96384.0,9.57856e-05,0.1,1.7233498 +1702.0,1665.4,-0.028003432,1778.4172,6180000.0,3475.0,386250.0,,96544.0,9.55296e-05,0.1,1.8064384 +1682.0,1665.92,-0.026758144,1778.7356,6190000.0,3480.0,386875.0,,96704.0,9.52736e-05,0.1,1.748112 +1684.0,1666.4,-0.023680948,1779.0531,6200000.0,3485.0,387500.0,,96864.0,9.50176e-05,0.1,1.6957147 +1666.0,1666.44,-0.026607754,1779.3696,6210000.0,3490.0,388125.0,,97024.0,9.47616e-05,0.1,1.6662068 +1672.0,1666.28,-0.02334935,1779.6853,6220000.0,3495.0,388750.0,,97184.0,9.45056e-05,0.1,1.6105071 +1670.0,1666.04,-0.026688343,1780.0,6230000.0,3500.0,389375.0,,97312.0,9.43008e-05,0.1,1.6769836 +1676.0,1665.76,-0.026402747,1780.3138,6240000.0,3505.0,390000.0,,97472.0,9.40448e-05,0.1,1.7790198 +1686.0,1665.6,-0.026090046,1780.6268,6250000.0,3510.0,390625.0,,97632.0,9.37888e-05,0.1,1.7559499 +1674.0,1665.26,-0.02290451,1780.4323,6260000.0,3516.0,391250.0,,97792.0,9.35328e-05,0.1,1.6700306 +1682.0,1665.02,-0.024093512,1780.7441,6270000.0,3521.0,391875.0,,97952.0,9.32768e-05,0.1,1.7315625 +1650.0,1664.66,-0.026843235,1781.055,6280000.0,3526.0,392500.0,,98112.0,9.30208e-05,0.1,1.6538393 +1644.0,1664.16,-0.024899546,1781.3651,6290000.0,3531.0,393125.0,,98272.0,9.27648e-05,0.1,1.7256815 +1630.0,1663.5,-0.025471106,1781.1705,6300000.0,3537.0,393750.0,,98432.0,9.25088e-05,0.1,1.6767657 +1634.0,1662.96,-0.02728766,1781.4794,6310000.0,3542.0,394375.0,,98592.0,9.22528e-05,0.1,1.7917172 +1640.0,1662.66,-0.030149426,1781.7875,6320000.0,3547.0,395000.0,,98720.0,9.2048e-05,0.1,1.7418059 +1654.0,1662.48,-0.027375598,1782.0946,6330000.0,3552.0,395625.0,,98880.0,9.1792e-05,0.1,1.7600402 +1684.0,1662.56,-0.028046079,1782.4009,6340000.0,3557.0,396250.0,,99040.0,9.1536e-05,0.1,1.7168789 +1686.0,1662.54,-0.027637128,1782.7063,6350000.0,3562.0,396875.0,,99200.0,9.128e-05,0.1,1.7192273 +1698.0,1662.68,-0.025836635,1783.511,6360000.0,3566.0,397500.0,,99360.0,9.1024e-05,0.1,1.7275906 +1706.0,1662.84,-0.02603619,1783.8141,6370000.0,3571.0,398125.0,,99520.0,9.0768e-05,0.1,1.6779257 +1712.0,1663.14,-0.029127738,1784.1163,6380000.0,3576.0,398750.0,,99680.0,9.0512e-05,0.1,1.7163874 +1726.0,1663.48,-0.0268989,1784.4177,6390000.0,3581.0,399375.0,,99840.0,9.0256e-05,0.1,1.7165445 +1720.0,1663.96,-0.024437038,1784.7184,6400000.0,3586.0,400000.0,,100000.0,9e-05,0.1,1.6362653 +1726.0,1664.52,-0.025545849,1785.0181,6410000.0,3591.0,400625.0,,100128.0,8.97952e-05,0.1,1.7905407 +1712.0,1664.94,-0.026876085,1785.8136,6420000.0,3595.0,401250.0,,100288.0,8.95392e-05,0.1,1.6500145 +1720.0,1665.6,-0.02573971,1785.6151,6430000.0,3601.0,401875.0,,100448.0,8.92832e-05,0.1,1.7029166 +1730.0,1666.46,-0.026108997,1785.9124,6440000.0,3606.0,402500.0,,100608.0,8.90272e-05,0.1,1.6653309 +1732.0,1667.16,-0.024320623,1786.2089,6450000.0,3611.0,403125.0,,100768.0,8.87712e-05,0.1,1.5517659 +1740.0,1667.92,-0.025853565,1786.0105,6460000.0,3617.0,403750.0,,100928.0,8.85152e-05,0.1,1.6498771 +1746.0,1668.92,-0.024867289,1786.3059,6470000.0,3622.0,404375.0,,101088.0,8.82592e-05,0.1,1.7782371 +1726.0,1669.76,-0.029130153,1786.6005,6480000.0,3627.0,405000.0,,101248.0,8.80032e-05,0.1,1.797451 +1726.0,1670.5,-0.026689393,1787.3864,6490000.0,3631.0,405625.0,,101376.0,8.77984e-05,0.1,1.6330934 +1704.0,1670.94,-0.026079971,1787.6787,6500000.0,3636.0,406250.0,,101536.0,8.75424e-05,0.1,1.6528616 +1694.0,1671.22,-0.022729998,1787.9703,6510000.0,3641.0,406875.0,,101696.0,8.72864e-05,0.1,1.687169 +1688.0,1671.32,-0.024079308,1788.2611,6520000.0,3646.0,407500.0,,101856.0,8.70304e-05,0.1,1.6806549 +1670.0,1671.18,-0.024525436,1788.551,6530000.0,3651.0,408125.0,,102016.0,8.67744e-05,0.1,1.7093998 +1674.0,1670.76,-0.02481551,1788.8402,6540000.0,3656.0,408750.0,,102176.0,8.65184e-05,0.1,1.6556242 +1676.0,1670.56,-0.029093085,1789.1287,6550000.0,3661.0,409375.0,,102336.0,8.62624e-05,0.1,1.7537761 +1680.0,1670.44,-0.027453776,1789.4163,6560000.0,3666.0,410000.0,,102496.0,8.60064e-05,0.1,1.7767558 +1686.0,1670.68,-0.027324855,1789.7031,6570000.0,3671.0,410625.0,,102656.0,8.57504e-05,0.1,1.7159202 +1668.0,1670.74,-0.023596507,1790.4762,6580000.0,3675.0,411250.0,,102784.0,8.55456e-05,0.1,1.7193468 +1680.0,1670.94,-0.026115479,1790.7609,6590000.0,3680.0,411875.0,,102944.0,8.52896e-05,0.1,1.7900527 +1670.0,1671.28,-0.02657102,1791.0448,6600000.0,3685.0,412500.0,,103104.0,8.50336e-05,0.1,1.6980894 +1670.0,1671.84,-0.025165956,1791.3279,6610000.0,3690.0,413125.0,,103264.0,8.47776e-05,0.1,1.7052586 +1666.0,1672.24,-0.027772885,1792.0953,6620000.0,3694.0,413750.0,,103424.0,8.45216e-05,0.1,1.7599052 +1660.0,1672.4,-0.024702813,1792.3763,6630000.0,3699.0,414375.0,,103584.0,8.42656e-05,0.1,1.700445 +1674.0,1672.96,-0.024902834,1792.6566,6640000.0,3704.0,415000.0,,103744.0,8.40096e-05,0.1,1.7300093 +1688.0,1673.84,-0.027538078,1792.9362,6650000.0,3709.0,415625.0,,103904.0,8.37536e-05,0.1,1.7233884 +1692.0,1675.12,-0.025959732,1793.2148,6660000.0,3714.0,416250.0,,104032.0,8.35488e-05,0.1,1.7483013 +1700.0,1676.3,-0.027549768,1793.4929,6670000.0,3719.0,416875.0,,104192.0,8.32928e-05,0.1,1.5413313 +1686.0,1677.18,-0.025120702,1793.7701,6680000.0,3724.0,417500.0,,104352.0,8.30368e-05,0.1,1.7507981 +1704.0,1678.56,-0.024879443,1794.528,6690000.0,3728.0,418125.0,,104512.0,8.27808e-05,0.1,1.7718494 +1704.0,1679.8,-0.025195908,1794.8031,6700000.0,3733.0,418750.0,,104672.0,8.25248e-05,0.1,1.7214115 +1698.0,1680.82,-0.025858328,1795.0776,6710000.0,3738.0,419375.0,,104832.0,8.22688e-05,0.1,1.7637433 +1704.0,1681.76,-0.026301242,1795.3513,6720000.0,3743.0,420000.0,,104992.0,8.20128e-05,0.1,1.6893363 +1708.0,1682.42,-0.024722291,1795.6244,6730000.0,3748.0,420625.0,,105152.0,8.17568e-05,0.1,1.6076305 +1712.0,1682.94,-0.025501331,1795.8966,6740000.0,3753.0,421250.0,,105312.0,8.15008e-05,0.1,1.58985 +1706.0,1683.28,-0.025333736,1796.6462,6750000.0,3757.0,421875.0,,105440.0,8.1296e-05,0.1,1.6072142 +1712.0,1683.54,-0.023275593,1796.9165,6760000.0,3762.0,422500.0,,105600.0,8.104e-05,0.1,1.6411396 +1716.0,1683.78,-0.023155252,1797.186,6770000.0,3767.0,423125.0,,105760.0,8.0784e-05,0.1,1.5683521 +1704.0,1684.02,-0.02518357,1797.9316,6780000.0,3771.0,423750.0,,105920.0,8.0528e-05,0.1,1.6290334 +1682.0,1683.96,-0.025122782,1798.1991,6790000.0,3776.0,424375.0,,106080.0,8.0272e-05,0.1,1.6022154 +1666.0,1683.78,-0.022782186,1798.4661,6800000.0,3781.0,425000.0,,106240.0,8.0016e-05,0.1,1.5682333 +1676.0,1683.8,-0.025236921,1798.7322,6810000.0,3786.0,425625.0,,106400.0,7.976e-05,0.1,1.596139 +1670.0,1683.68,-0.024880014,1798.9977,6820000.0,3791.0,426250.0,,106560.0,7.9504e-05,0.1,1.4743402 +1666.0,1683.68,-0.025821628,1799.2623,6830000.0,3796.0,426875.0,,106688.0,7.92992e-05,0.1,1.6601138 +1670.0,1683.74,-0.02186857,1799.5265,6840000.0,3801.0,427500.0,,106848.0,7.90432e-05,0.1,1.6991053 +1668.0,1683.86,-0.023901476,1799.7898,6850000.0,3806.0,428125.0,,107008.0,7.87872e-05,0.1,1.484696 +1690.0,1684.2,-0.025284797,1800.0525,6860000.0,3811.0,428750.0,,107168.0,7.85312e-05,0.1,1.5007045 +1694.0,1684.7,-0.023407726,1800.3145,6870000.0,3816.0,429375.0,,107328.0,7.82752e-05,0.1,1.6530684 +1700.0,1685.32,-0.022380473,1800.5758,6880000.0,3821.0,430000.0,,107488.0,7.80192e-05,0.1,1.6494639 +1708.0,1686.02,-0.023629103,1800.8364,6890000.0,3826.0,430625.0,,107648.0,7.77632e-05,0.1,1.5928228 +1712.0,1686.54,-0.023054589,1801.0963,6900000.0,3831.0,431250.0,,107808.0,7.75072e-05,0.1,1.538584 +1706.0,1686.9,-0.02323464,1801.8253,6910000.0,3835.0,431875.0,,107968.0,7.72512e-05,0.1,1.5744356 +1690.0,1687.14,-0.025039745,1802.0834,6920000.0,3840.0,432500.0,,108096.0,7.70464e-05,0.1,1.6714493 +1684.0,1687.32,-0.024213258,1802.3407,6930000.0,3845.0,433125.0,,108256.0,7.67904e-05,0.1,1.5864749 +1680.0,1687.52,-0.025633432,1803.0657,6940000.0,3849.0,433750.0,,108416.0,7.65344e-05,0.1,1.4914925 +1678.0,1687.7,-0.024673956,1803.3212,6950000.0,3854.0,434375.0,,108576.0,7.62784e-05,0.1,1.6206613 +1678.0,1687.96,-0.024949761,1803.576,6960000.0,3859.0,435000.0,,108736.0,7.60224e-05,0.1,1.5382085 +1690.0,1688.44,-0.025382532,1803.8302,6970000.0,3864.0,435625.0,,108896.0,7.57664e-05,0.1,1.5376775 +1726.0,1689.16,-0.023674881,1804.0837,6980000.0,3869.0,436250.0,,109056.0,7.55104e-05,0.1,1.5385706 +1726.0,1689.88,-0.023985872,1804.3365,6990000.0,3874.0,436875.0,,109216.0,7.52544e-05,0.1,1.5407802 +1736.0,1690.68,-0.023416856,1805.0542,7000000.0,3878.0,437500.0,,109344.0,7.50496e-05,0.1,1.5492985 +1754.0,1691.66,-0.022754826,1805.3052,7010000.0,3883.0,438125.0,,109504.0,7.47936e-05,0.1,1.499693 +1746.0,1692.44,-0.023739269,1805.5555,7020000.0,3888.0,438750.0,,109664.0,7.45376e-05,0.1,1.46382 +1732.0,1693.14,-0.021645246,1805.8053,7030000.0,3893.0,439375.0,,109824.0,7.42816e-05,0.1,1.493476 +1726.0,1693.8,-0.021909298,1806.0544,7040000.0,3898.0,440000.0,,109984.0,7.40256e-05,0.1,1.625825 +1728.0,1694.54,-0.022274649,1806.3029,7050000.0,3903.0,440625.0,,110144.0,7.37696e-05,0.1,1.6361773 +1728.0,1695.28,-0.021977386,1806.5507,7060000.0,3908.0,441250.0,,110304.0,7.35136e-05,0.1,1.5501199 +1734.0,1695.96,-0.020847823,1806.7979,7070000.0,3913.0,441875.0,,110464.0,7.32576e-05,0.1,1.4169383 +1738.0,1696.5,-0.022128476,1807.0444,7080000.0,3918.0,442500.0,,110624.0,7.30016e-05,0.1,1.601465 +1756.0,1697.28,-0.024886254,1807.2903,7090000.0,3923.0,443125.0,,110752.0,7.27968e-05,0.1,1.3942099 +1746.0,1697.68,-0.022164451,1807.5356,7100000.0,3928.0,443750.0,,110912.0,7.25408e-05,0.1,1.4885545 +1756.0,1698.08,-0.023949211,1807.7803,7110000.0,3933.0,444375.0,,111072.0,7.22848e-05,0.1,1.5100589 +1742.0,1698.32,-0.021289375,1808.0244,7120000.0,3938.0,445000.0,,111232.0,7.20288e-05,0.1,1.5024726 +1750.0,1698.62,-0.022264222,1808.2678,7130000.0,3943.0,445625.0,,111392.0,7.17728e-05,0.1,1.5496424 +1740.0,1698.72,-0.025947766,1808.5106,7140000.0,3948.0,446250.0,,111552.0,7.15168e-05,0.1,1.5895598 +1738.0,1698.74,-0.023835741,1808.7528,7150000.0,3953.0,446875.0,,111712.0,7.12608e-05,0.1,1.5120987 +1734.0,1698.86,-0.024643797,1808.9944,7160000.0,3958.0,447500.0,,111872.0,7.10048e-05,0.1,1.6765018 +1754.0,1699.28,-0.02649902,1809.2355,7170000.0,3963.0,448125.0,,112000.0,7.08e-05,0.1,1.6946514 +1744.0,1699.7,-0.025320277,1809.4758,7180000.0,3968.0,448750.0,,112160.0,7.0544e-05,0.1,1.7189031 +1746.0,1700.34,-0.024891187,1809.7156,7190000.0,3973.0,449375.0,,112320.0,7.0288e-05,0.1,1.5547098 +1736.0,1700.86,-0.024818502,1809.4999,7200000.0,3979.0,450000.0,,112480.0,7.0032e-05,0.1,1.5015161 +1732.0,1701.52,-0.023972256,1809.739,7210000.0,3984.0,450625.0,,112640.0,6.9776e-05,0.1,1.6882279 +1732.0,1702.12,-0.025051862,1809.9774,7220000.0,3989.0,451250.0,,112800.0,6.952e-05,0.1,1.736521 +1722.0,1702.64,-0.0232846,1810.2153,7230000.0,3994.0,451875.0,,112960.0,6.9264e-05,0.1,1.7763624 +1720.0,1703.08,-0.025293661,1810.4526,7240000.0,3999.0,452500.0,,113120.0,6.9008e-05,0.1,1.7471514 +1724.0,1703.46,-0.023886357,1810.6893,7250000.0,4004.0,453125.0,,113280.0,6.8752e-05,0.1,1.5734125 +1712.0,1703.84,-0.026023202,1811.3772,7260000.0,4008.0,453750.0,,113408.0,6.85472e-05,0.1,1.8213625 +1722.0,1704.24,-0.025893467,1811.6123,7270000.0,4013.0,454375.0,,113568.0,6.82912e-05,0.1,1.7167463 +1728.0,1705.02,-0.024081634,1811.8467,7280000.0,4018.0,455000.0,,113728.0,6.80352e-05,0.1,1.5312805 +1726.0,1705.84,-0.020243818,1811.6302,7290000.0,4024.0,455625.0,,113888.0,6.77792e-05,0.1,1.5160223 +1718.0,1706.72,-0.02421107,1811.864,7300000.0,4029.0,456250.0,,114048.0,6.75232e-05,0.1,1.624003 +1720.0,1707.58,-0.02384489,1812.0972,7310000.0,4034.0,456875.0,,114208.0,6.72672e-05,0.1,1.6020057 +1738.0,1708.56,-0.02297268,1812.7786,7320000.0,4038.0,457500.0,,114368.0,6.70112e-05,0.1,1.5944864 +1730.0,1709.32,-0.024572492,1813.0101,7330000.0,4043.0,458125.0,,114528.0,6.67552e-05,0.1,1.5643406 +1724.0,1709.72,-0.024725404,1813.2411,7340000.0,4048.0,458750.0,,114656.0,6.65504e-05,0.1,1.4210062 +1718.0,1710.04,-0.024707332,1813.4716,7350000.0,4053.0,459375.0,,114816.0,6.62944e-05,0.1,1.4561825 +1726.0,1710.32,-0.02387179,1813.2545,7360000.0,4059.0,460000.0,,114976.0,6.60384e-05,0.1,1.5574535 +1738.0,1710.64,-0.023797672,1813.4843,7370000.0,4064.0,460625.0,,115136.0,6.57824e-05,0.1,1.6500868 +1736.0,1710.88,-0.023122719,1813.7135,7380000.0,4069.0,461250.0,,115296.0,6.55264e-05,0.1,1.6442974 +1732.0,1710.94,-0.022710137,1813.942,7390000.0,4074.0,461875.0,,115456.0,6.52704e-05,0.1,1.7242464 +1740.0,1711.14,-0.026190395,1814.1702,7400000.0,4079.0,462500.0,,115616.0,6.50144e-05,0.1,1.6327472 +1742.0,1711.3,-0.026277281,1814.3977,7410000.0,4084.0,463125.0,,115776.0,6.47584e-05,0.1,1.5595523 +1734.0,1711.52,-0.02537702,1814.6246,7420000.0,4089.0,463750.0,,115936.0,6.45024e-05,0.1,1.4569808 +1722.0,1711.54,-0.021590153,1814.851,7430000.0,4094.0,464375.0,,116064.0,6.42976e-05,0.1,1.5654957 +1724.0,1711.48,-0.023666728,1815.0769,7440000.0,4099.0,465000.0,,116224.0,6.40416e-05,0.1,1.5369368 +1724.0,1711.4,-0.022872733,1815.3021,7450000.0,4104.0,465625.0,,116384.0,6.37856e-05,0.1,1.5211813 +1722.0,1711.22,-0.026322706,1815.5269,7460000.0,4109.0,466250.0,,116544.0,6.35296e-05,0.1,1.6407127 +1730.0,1711.06,-0.023676584,1815.3098,7470000.0,4115.0,466875.0,,116704.0,6.32736e-05,0.1,1.6289387 +1718.0,1710.98,-0.025125207,1815.5339,7480000.0,4120.0,467500.0,,116864.0,6.30176e-05,0.1,1.5939435 +1730.0,1711.02,-0.024934368,1815.7576,7490000.0,4125.0,468125.0,,117024.0,6.27616e-05,0.1,1.4733293 +1738.0,1711.36,-0.023205388,1815.9806,7500000.0,4130.0,468750.0,,117184.0,6.25056e-05,0.1,1.5232711 +1740.0,1711.82,-0.024667725,1816.2031,7510000.0,4135.0,469375.0,,117312.0,6.23008e-05,0.1,1.4808557 +1732.0,1712.26,-0.024661664,1816.864,7520000.0,4139.0,470000.0,,117472.0,6.20448e-05,0.1,1.547133 +1740.0,1712.96,-0.020755531,1817.085,7530000.0,4144.0,470625.0,,117632.0,6.17888e-05,0.1,1.5627137 +1738.0,1713.6,-0.021478888,1817.3054,7540000.0,4149.0,471250.0,,117792.0,6.15328e-05,0.1,1.5934157 +1740.0,1714.24,-0.024127148,1817.5253,7550000.0,4154.0,471875.0,,117952.0,6.12768e-05,0.1,1.6439786 +1740.0,1714.84,-0.024647936,1818.1818,7560000.0,4158.0,472500.0,,118112.0,6.10208e-05,0.1,1.5830432 +1724.0,1715.22,-0.022770854,1818.4001,7570000.0,4163.0,473125.0,,118272.0,6.07648e-05,0.1,1.604655 +1718.0,1715.72,-0.024233457,1818.618,7580000.0,4168.0,473750.0,,118432.0,6.05088e-05,0.1,1.6393967 +1714.0,1716.06,-0.024394462,1818.8353,7590000.0,4173.0,474375.0,,118592.0,6.02528e-05,0.1,1.677724 +1700.0,1716.36,-0.024591714,1819.0521,7600000.0,4178.0,475000.0,,118720.0,6.0048e-05,0.1,1.6409032 +1696.0,1716.62,-0.020864723,1819.2684,7610000.0,4183.0,475625.0,,118880.0,5.9792e-05,0.1,1.5076377 +1684.0,1716.8,-0.022897467,1819.4843,7620000.0,4188.0,476250.0,,119040.0,5.9536e-05,0.1,1.5781386 +1682.0,1717.02,-0.025114924,1819.6995,7630000.0,4193.0,476875.0,,119200.0,5.928e-05,0.1,1.5220368 +1684.0,1717.12,-0.025378557,1819.9142,7640000.0,4198.0,477500.0,,119360.0,5.9024e-05,0.1,1.5115118 +1680.0,1717.04,-0.024048176,1820.1285,7650000.0,4203.0,478125.0,,119520.0,5.8768e-05,0.1,1.6291919 +1690.0,1717.02,-0.02189683,1820.3422,7660000.0,4208.0,478750.0,,119680.0,5.8512e-05,0.1,1.5291431 +1700.0,1717.02,-0.020018896,1820.5554,7670000.0,4213.0,479375.0,,119840.0,5.8256e-05,0.1,1.5410647 +1696.0,1717.12,-0.0210842,1820.3365,7680000.0,4219.0,480000.0,,120000.0,5.8e-05,0.1,1.5110645 +1700.0,1717.08,-0.020608813,1820.9803,7690000.0,4223.0,480625.0,,120128.0,5.77952e-05,0.1,1.5976208 +1694.0,1716.98,-0.022166668,1821.192,7700000.0,4228.0,481250.0,,120288.0,5.75392e-05,0.1,1.5314047 +1702.0,1717.02,-0.021383459,1821.4033,7710000.0,4233.0,481875.0,,120448.0,5.72832e-05,0.1,1.4660976 +1708.0,1717.06,-0.02282533,1822.044,7720000.0,4237.0,482500.0,,120608.0,5.70272e-05,0.1,1.4469669 +1698.0,1716.96,-0.022841495,1821.8242,7730000.0,4243.0,483125.0,,120768.0,5.67712e-05,0.1,1.5919428 +1708.0,1716.92,-0.025211906,1822.0339,7740000.0,4248.0,483750.0,,120928.0,5.65152e-05,0.1,1.491477 +1698.0,1716.84,-0.023084966,1822.2432,7750000.0,4253.0,484375.0,,121088.0,5.62592e-05,0.1,1.4578953 +1706.0,1716.78,-0.022332653,1822.4519,7760000.0,4258.0,485000.0,,121248.0,5.60032e-05,0.1,1.4660957 +1712.0,1716.74,-0.02473891,1822.6602,7770000.0,4263.0,485625.0,,121376.0,5.57984e-05,0.1,1.511195 +1720.0,1716.9,-0.02171035,1822.8678,7780000.0,4268.0,486250.0,,121536.0,5.55424e-05,0.1,1.5361557 +1720.0,1717.28,-0.022384223,1822.6486,7790000.0,4274.0,486875.0,,121696.0,5.52864e-05,0.1,1.4704707 +1718.0,1717.8,-0.02319127,1822.8558,7800000.0,4279.0,487500.0,,121856.0,5.50304e-05,0.1,1.5104637 +1728.0,1718.32,-0.022170557,1823.0625,7810000.0,4284.0,488125.0,,122016.0,5.47744e-05,0.1,1.3994457 +1732.0,1718.94,-0.02062478,1823.2688,7820000.0,4289.0,488750.0,,122176.0,5.45184e-05,0.1,1.39478 +1746.0,1719.74,-0.023096139,1823.8994,7830000.0,4293.0,489375.0,,122336.0,5.42624e-05,0.1,1.4938318 +1754.0,1720.58,-0.023379363,1824.1042,7840000.0,4298.0,490000.0,,122496.0,5.40064e-05,0.1,1.443856 +1744.0,1721.34,-0.022474162,1824.3086,7850000.0,4303.0,490625.0,,122656.0,5.37504e-05,0.1,1.4964591 +1736.0,1721.8,-0.022405874,1824.5126,7860000.0,4308.0,491250.0,,122784.0,5.35456e-05,0.1,1.5751046 +1748.0,1722.34,-0.020642785,1824.716,7870000.0,4313.0,491875.0,,122944.0,5.32896e-05,0.1,1.5789267 +1742.0,1722.76,-0.02342769,1824.919,7880000.0,4318.0,492500.0,,123104.0,5.30336e-05,0.1,1.3921826 +1724.0,1722.92,-0.022768758,1824.6993,7890000.0,4324.0,493125.0,,123264.0,5.27776e-05,0.1,1.5370259 +1718.0,1722.98,-0.022668647,1825.3235,7900000.0,4328.0,493750.0,,123424.0,5.25216e-05,0.1,1.4775939 +1730.0,1723.22,-0.022751162,1825.525,7910000.0,4333.0,494375.0,,123584.0,5.22656e-05,0.1,1.4801149 +1728.0,1723.6,-0.021352319,1825.7262,7920000.0,4338.0,495000.0,,123744.0,5.20096e-05,0.1,1.5240982 +1736.0,1724.12,-0.025454802,1825.9268,7930000.0,4343.0,495625.0,,123904.0,5.17536e-05,0.1,1.7444495 +1740.0,1724.72,-0.024215784,1826.127,7940000.0,4348.0,496250.0,,124032.0,5.15488e-05,0.1,1.5450125 +1750.0,1725.44,-0.024478976,1826.3267,7950000.0,4353.0,496875.0,,124192.0,5.12928e-05,0.1,1.6049869 +1730.0,1725.96,-0.024733659,1826.9452,7960000.0,4357.0,497500.0,,124352.0,5.10368e-05,0.1,1.5403725 +1734.0,1726.4,-0.022442589,1827.1436,7970000.0,4362.0,498125.0,,124512.0,5.07808e-05,0.1,1.5389533 +1720.0,1726.34,-0.022688255,1826.9231,7980000.0,4368.0,498750.0,,124672.0,5.05248e-05,0.1,1.6077732 +1710.0,1726.18,-0.020367408,1827.121,7990000.0,4373.0,499375.0,,124832.0,5.02688e-05,0.1,1.4652662 +1696.0,1725.78,-0.022363385,1827.3184,8000000.0,4378.0,500000.0,,124992.0,5.00128e-05,0.1,1.4503343 +1694.0,1725.18,-0.023057327,1827.5154,8010000.0,4383.0,500625.0,,125152.0,4.97568e-05,0.1,1.4477094 +1688.0,1724.6,-0.021996293,1828.1285,8020000.0,4387.0,501250.0,,125312.0,4.95008e-05,0.1,1.4340978 +1706.0,1724.34,-0.022254549,1828.3242,8030000.0,4392.0,501875.0,,125440.0,4.9296e-05,0.1,1.4308021 +1714.0,1724.22,-0.020255212,1828.5194,8040000.0,4397.0,502500.0,,125600.0,4.904e-05,0.1,1.5874127 +1728.0,1724.22,-0.021050053,1828.7142,8050000.0,4402.0,503125.0,,125760.0,4.8784e-05,0.1,1.5489136 +1730.0,1724.24,-0.0241794,1828.9086,8060000.0,4407.0,503750.0,,125920.0,4.8528e-05,0.1,1.5566798 +1736.0,1724.26,-0.019127473,1829.1024,8070000.0,4412.0,504375.0,,126080.0,4.8272e-05,0.1,1.3843803 +1748.0,1724.36,-0.02021813,1829.2959,8080000.0,4417.0,505000.0,,126240.0,4.8016e-05,0.1,1.4553705 +1752.0,1724.32,-0.021904929,1829.9027,8090000.0,4421.0,505625.0,,126400.0,4.776e-05,0.1,1.3882778 +1752.0,1724.38,-0.021008266,1830.0948,8100000.0,4426.0,506250.0,,126560.0,4.7504e-05,0.1,1.4667461 +1742.0,1724.24,-0.022904702,1830.2866,8110000.0,4431.0,506875.0,,126688.0,4.72992e-05,0.1,1.5227686 +1748.0,1724.3,-0.023402935,1830.0653,8120000.0,4437.0,507500.0,,126848.0,4.70432e-05,0.1,1.507082 +1742.0,1724.22,-0.02347967,1830.2566,8130000.0,4442.0,508125.0,,127008.0,4.67872e-05,0.1,1.5219332 +1718.0,1724.0,-0.02188128,1830.4475,8140000.0,4447.0,508750.0,,127168.0,4.65312e-05,0.1,1.5510864 +1720.0,1723.82,-0.02158783,1830.638,8150000.0,4452.0,509375.0,,127328.0,4.62752e-05,0.1,1.485562 +1720.0,1723.68,-0.020818671,1830.8279,8160000.0,4457.0,510000.0,,127488.0,4.60192e-05,0.1,1.4888327 +1716.0,1723.3,-0.021157797,1831.0175,8170000.0,4462.0,510625.0,,127648.0,4.57632e-05,0.1,1.5158017 +1712.0,1722.98,-0.021118421,1831.2067,8180000.0,4467.0,511250.0,,127808.0,4.55072e-05,0.1,1.4844799 +1716.0,1722.68,-0.023097536,1831.3954,8190000.0,4472.0,511875.0,,127968.0,4.52512e-05,0.1,1.5160297 +1734.0,1722.66,-0.020594202,1831.9928,8200000.0,4476.0,512500.0,,128096.0,4.50464e-05,0.1,1.4215612 +1750.0,1722.84,-0.019089527,1832.1803,8210000.0,4481.0,513125.0,,128256.0,4.47904e-05,0.1,1.3531873 +1744.0,1722.96,-0.022774344,1832.3673,8220000.0,4486.0,513750.0,,128416.0,4.45344e-05,0.1,1.4333211 +1742.0,1723.16,-0.019025594,1832.554,8230000.0,4491.0,514375.0,,128576.0,4.42784e-05,0.1,1.424558 +1748.0,1723.44,-0.022062467,1832.7402,8240000.0,4496.0,515000.0,,128736.0,4.40224e-05,0.1,1.4646204 +1746.0,1723.66,-0.022543289,1832.926,8250000.0,4501.0,515625.0,,128896.0,4.37664e-05,0.1,1.4700686 +1728.0,1723.82,-0.021222217,1833.1115,8260000.0,4506.0,516250.0,,129056.0,4.35104e-05,0.1,1.4390291 +1734.0,1723.94,-0.019348191,1833.2964,8270000.0,4511.0,516875.0,,129216.0,4.32544e-05,0.1,1.3947647 +1746.0,1724.12,-0.02030135,1833.481,8280000.0,4516.0,517500.0,,129344.0,4.30496e-05,0.1,1.4449747 +1722.0,1724.08,-0.021836814,1833.6652,8290000.0,4521.0,518125.0,,129504.0,4.27936e-05,0.1,1.2805762 +1730.0,1724.2,-0.021235174,1833.4437,8300000.0,4527.0,518750.0,,129664.0,4.25376e-05,0.1,1.41056 +1724.0,1724.24,-0.02281606,1833.6276,8310000.0,4532.0,519375.0,,129824.0,4.22816e-05,0.1,1.4433243 +1718.0,1724.04,-0.021129979,1833.8109,8320000.0,4537.0,520000.0,,129984.0,4.20256e-05,0.1,1.5042856 +1724.0,1723.98,-0.019594299,1833.9938,8330000.0,4542.0,520625.0,,130144.0,4.17696e-05,0.1,1.5833141 +1708.0,1723.82,-0.021592999,1834.5798,8340000.0,4546.0,521250.0,,130304.0,4.15136e-05,0.1,1.4761891 +1722.0,1723.86,-0.02378365,1834.7616,8350000.0,4551.0,521875.0,,130464.0,4.12576e-05,0.1,1.5754541 +1728.0,1723.88,-0.020798238,1834.943,8360000.0,4556.0,522500.0,,130624.0,4.10016e-05,0.1,1.5037115 +1722.0,1723.72,-0.022718128,1835.5264,8370000.0,4560.0,523125.0,,130752.0,4.07968e-05,0.1,1.5828214 +1734.0,1723.7,-0.022800239,1836.1086,8380000.0,4564.0,523750.0,,130912.0,4.05408e-05,0.1,1.5254658 +1722.0,1723.6,-0.021145262,1836.2881,8390000.0,4569.0,524375.0,,131072.0,4.02848e-05,0.1,1.4265715 +1730.0,1723.5,-0.02108783,1836.8685,8400000.0,4573.0,525000.0,,131232.0,4.00288e-05,0.1,1.452566 +1718.0,1723.26,-0.023476098,1837.0468,8410000.0,4578.0,525625.0,,131392.0,3.97728e-05,0.1,1.4804082 +1720.0,1723.12,-0.022897866,1837.6255,8420000.0,4582.0,526250.0,,131552.0,3.95168e-05,0.1,1.4819522 +1728.0,1723.18,-0.020762349,1837.8025,8430000.0,4587.0,526875.0,,131712.0,3.92608e-05,0.1,1.4609385 +1724.0,1723.18,-0.020849487,1838.3794,8440000.0,4591.0,527500.0,,131872.0,3.90048e-05,0.1,1.4911602 +1728.0,1723.22,-0.020103669,1838.5553,8450000.0,4596.0,528125.0,,132000.0,3.88e-05,0.1,1.5229775 +1740.0,1723.4,-0.020733802,1838.7307,8460000.0,4601.0,528750.0,,132160.0,3.8544e-05,0.1,1.5128214 +1744.0,1723.54,-0.021919426,1839.305,8470000.0,4605.0,529375.0,,132320.0,3.8288e-05,0.1,1.5470992 +1764.0,1724.0,-0.021508204,1839.4794,8480000.0,4610.0,530000.0,,132480.0,3.8032e-05,0.1,1.5295606 +1752.0,1724.22,-0.021914866,1839.6533,8490000.0,4615.0,530625.0,,132640.0,3.7776e-05,0.1,1.4822519 +1750.0,1724.34,-0.019983513,1839.8268,8500000.0,4620.0,531250.0,,132800.0,3.752e-05,0.1,1.4868021 +1754.0,1724.48,-0.021163553,1840.0,8510000.0,4625.0,531875.0,,132960.0,3.7264e-05,0.1,1.4964406 +1756.0,1724.72,-0.02066523,1840.1727,8520000.0,4630.0,532500.0,,133120.0,3.7008e-05,0.1,1.4412553 +1758.0,1724.9,-0.020800088,1840.3452,8530000.0,4635.0,533125.0,,133280.0,3.6752e-05,0.1,1.3991871 +1754.0,1725.06,-0.02223806,1840.914,8540000.0,4639.0,533750.0,,133408.0,3.65472e-05,0.1,1.4456804 +1744.0,1725.1,-0.019993247,1841.0853,8550000.0,4644.0,534375.0,,133568.0,3.62912e-05,0.1,1.4181697 +1744.0,1725.14,-0.020632984,1841.2562,8560000.0,4649.0,535000.0,,133728.0,3.60352e-05,0.1,1.4037371 +1750.0,1725.4,-0.02149049,1841.4268,8570000.0,4654.0,535625.0,,133888.0,3.57792e-05,0.1,1.4072282 +1744.0,1725.66,-0.02260864,1841.5969,8580000.0,4659.0,536250.0,,134048.0,3.55232e-05,0.1,1.4452796 +1734.0,1725.86,-0.020891698,1841.7667,8590000.0,4664.0,536875.0,,134208.0,3.52672e-05,0.1,1.5316148 +1724.0,1726.1,-0.021692231,1842.3308,8600000.0,4668.0,537500.0,,134368.0,3.50112e-05,0.1,1.4433607 +1730.0,1726.44,-0.019842986,1842.4995,8610000.0,4673.0,538125.0,,134528.0,3.47552e-05,0.1,1.5359135 +1718.0,1726.78,-0.022037819,1843.0618,8620000.0,4677.0,538750.0,,134656.0,3.45504e-05,0.1,1.535438 +1720.0,1727.16,-0.021691397,1843.2294,8630000.0,4682.0,539375.0,,134816.0,3.42944e-05,0.1,1.6101255 +1702.0,1727.34,-0.023316944,1843.79,8640000.0,4686.0,540000.0,,134976.0,3.40384e-05,0.1,1.5786464 +1706.0,1727.6,-0.020047663,1843.9565,8650000.0,4691.0,540625.0,,135136.0,3.37824e-05,0.1,1.6206342 +1722.0,1727.92,-0.020558225,1844.1227,8660000.0,4696.0,541250.0,,135296.0,3.35264e-05,0.1,1.4665141 +1722.0,1728.14,-0.021855371,1844.6809,8670000.0,4700.0,541875.0,,135456.0,3.32704e-05,0.1,1.5917984 +1742.0,1728.6,-0.02005821,1844.846,8680000.0,4705.0,542500.0,,135616.0,3.30144e-05,0.1,1.6337067 +1740.0,1729.0,-0.020723403,1845.0106,8690000.0,4710.0,543125.0,,135776.0,3.27584e-05,0.1,1.5138414 +1748.0,1729.54,-0.020041283,1845.1749,8700000.0,4715.0,543750.0,,135936.0,3.25024e-05,0.1,1.5249748 +1762.0,1730.14,-0.019304274,1845.339,8710000.0,4720.0,544375.0,,136064.0,3.22976e-05,0.1,1.487778 +1760.0,1730.66,-0.021513397,1845.5027,8720000.0,4725.0,545000.0,,136224.0,3.20416e-05,0.1,1.5571408 +1762.0,1731.3,-0.022497728,1845.666,8730000.0,4730.0,545625.0,,136384.0,3.17856e-05,0.1,1.584733 +1756.0,1731.78,-0.020768814,1846.2189,8740000.0,4734.0,546250.0,,136544.0,3.15296e-05,0.1,1.5496503 +1756.0,1732.36,-0.02137264,1846.3811,8750000.0,4739.0,546875.0,,136704.0,3.12736e-05,0.1,1.4911911 +1750.0,1732.8,-0.02133336,1846.543,8760000.0,4744.0,547500.0,,136864.0,3.10176e-05,0.1,1.4934592 +1728.0,1732.96,-0.02037649,1846.7046,8770000.0,4749.0,548125.0,,137024.0,3.07616e-05,0.1,1.4326047 +1728.0,1733.04,-0.021299068,1846.4774,8780000.0,4755.0,548750.0,,137184.0,3.05056e-05,0.1,1.5749563 +1714.0,1732.98,-0.019451113,1847.0267,8790000.0,4759.0,549375.0,,137312.0,3.03008e-05,0.1,1.4104441 +1722.0,1733.02,-0.020924758,1847.1873,8800000.0,4764.0,550000.0,,137472.0,3.00448e-05,0.1,1.5050113 +1734.0,1733.08,-0.020966385,1847.7349,8810000.0,4768.0,550625.0,,137632.0,2.97888e-05,0.1,1.5786932 +1728.0,1733.04,-0.022514176,1847.8944,8820000.0,4773.0,551250.0,,137792.0,2.95328e-05,0.1,1.4622617 +1746.0,1733.04,-0.019752022,1848.0536,8830000.0,4778.0,551875.0,,137952.0,2.92768e-05,0.1,1.4376091 +1756.0,1733.06,-0.019696563,1848.2124,8840000.0,4783.0,552500.0,,138112.0,2.90208e-05,0.1,1.4346067 +1750.0,1733.12,-0.018975556,1848.371,8850000.0,4788.0,553125.0,,138272.0,2.87648e-05,0.1,1.3383087 +1762.0,1733.38,-0.021480998,1848.529,8860000.0,4793.0,553750.0,,138432.0,2.85088e-05,0.1,1.482703 +1758.0,1733.48,-0.019119596,1848.687,8870000.0,4798.0,554375.0,,138592.0,2.82528e-05,0.1,1.4769939 +1762.0,1733.68,-0.020442843,1849.2295,8880000.0,4802.0,555000.0,,138720.0,2.8048e-05,0.1,1.5021477 +1758.0,1734.02,-0.022146022,1849.7711,8890000.0,4806.0,555625.0,,138880.0,2.7792e-05,0.1,1.5322957 +1758.0,1734.42,-0.021109411,1849.9272,8900000.0,4811.0,556250.0,,139040.0,2.7536e-05,0.1,1.4897488 +1758.0,1734.7,-0.021901127,1850.083,8910000.0,4816.0,556875.0,,139200.0,2.728e-05,0.1,1.4637189 +1770.0,1735.12,-0.019426653,1850.6224,8920000.0,4820.0,557500.0,,139360.0,2.7024e-05,0.1,1.5080929 +1768.0,1735.44,-0.021102224,1850.7772,8930000.0,4825.0,558125.0,,139520.0,2.6768e-05,0.1,1.5003488 +1770.0,1735.74,-0.020448277,1851.315,8940000.0,4829.0,558750.0,,139680.0,2.6512e-05,0.1,1.6524577 +1772.0,1735.96,-0.021584956,1851.4688,8950000.0,4834.0,559375.0,,139840.0,2.6256e-05,0.1,1.5844038 +1772.0,1736.38,-0.021132167,1851.6222,8960000.0,4839.0,560000.0,,140000.0,2.6e-05,0.1,1.5101019 +1768.0,1736.72,-0.019834308,1852.1577,8970000.0,4843.0,560625.0,,140128.0,2.57952e-05,0.1,1.5829499 +1774.0,1737.26,-0.021374123,1852.3102,8980000.0,4848.0,561250.0,,140288.0,2.55392e-05,0.1,1.4724178 +1772.0,1737.88,-0.019351045,1852.8442,8990000.0,4852.0,561875.0,,140448.0,2.52832e-05,0.1,1.4140298 +1766.0,1738.58,-0.02087093,1853.3773,9000000.0,4856.0,562500.0,,140608.0,2.50272e-05,0.1,1.5811627 +1764.0,1739.28,-0.021128893,1853.5281,9010000.0,4861.0,563125.0,,140768.0,2.47712e-05,0.1,1.6324942 +1750.0,1739.9,-0.019742813,1853.6786,9020000.0,4866.0,563750.0,,140928.0,2.45152e-05,0.1,1.684807 +1732.0,1740.16,-0.01927454,1853.8287,9030000.0,4871.0,564375.0,,141088.0,2.42592e-05,0.1,1.4968534 +1730.0,1740.32,-0.01908489,1853.9786,9040000.0,4876.0,565000.0,,141248.0,2.40032e-05,0.1,1.5087337 +1728.0,1740.32,-0.021445617,1854.5082,9050000.0,4880.0,565625.0,,141376.0,2.37984e-05,0.1,1.5561633 +1716.0,1740.18,-0.020936688,1854.6571,9060000.0,4885.0,566250.0,,141536.0,2.35424e-05,0.1,1.4202907 +1730.0,1740.12,-0.02079877,1854.8058,9070000.0,4890.0,566875.0,,141696.0,2.32864e-05,0.1,1.5196551 +1728.0,1739.92,-0.0198198,1854.954,9080000.0,4895.0,567500.0,,141856.0,2.30304e-05,0.1,1.510811 +1746.0,1739.86,-0.018120732,1855.4807,9090000.0,4899.0,568125.0,,142016.0,2.27744e-05,0.1,1.3238771 +1746.0,1739.8,-0.02094003,1855.628,9100000.0,4904.0,568750.0,,142176.0,2.25184e-05,0.1,1.4840933 +1750.0,1739.88,-0.018884031,1855.7751,9110000.0,4909.0,569375.0,,142336.0,2.22624e-05,0.1,1.4103161 +1728.0,1739.68,-0.02000561,1855.9219,9120000.0,4914.0,570000.0,,142496.0,2.20064e-05,0.1,1.4410597 +1726.0,1739.52,-0.020165987,1856.4457,9130000.0,4918.0,570625.0,,142656.0,2.17504e-05,0.1,1.4419193 +1724.0,1739.58,-0.020158371,1856.9688,9140000.0,4922.0,571250.0,,142784.0,2.15456e-05,0.1,1.5205641 +1708.0,1739.46,-0.020854758,1857.1139,9150000.0,4927.0,571875.0,,142944.0,2.12896e-05,0.1,1.6435826 +1716.0,1739.42,-0.020136358,1857.2587,9160000.0,4932.0,572500.0,,143104.0,2.10336e-05,0.1,1.4583689 +1720.0,1739.46,-0.01934346,1857.7795,9170000.0,4936.0,573125.0,,143264.0,2.07776e-05,0.1,1.3657169 +1726.0,1739.6,-0.018368635,1857.9235,9180000.0,4941.0,573750.0,,143424.0,2.05216e-05,0.1,1.4971583 +1744.0,1739.88,-0.020417713,1858.4429,9190000.0,4945.0,574375.0,,143584.0,2.02656e-05,0.1,1.6244309 +1746.0,1740.0,-0.020256512,1858.5858,9200000.0,4950.0,575000.0,,143744.0,2.00096e-05,0.1,1.5935278 +1756.0,1740.06,-0.018093823,1859.1038,9210000.0,4954.0,575625.0,,143904.0,1.97536e-05,0.1,1.4533427 +1758.0,1740.2,-0.019862456,1859.6208,9220000.0,4958.0,576250.0,,144032.0,1.95488e-05,0.1,1.559305 +1756.0,1740.34,-0.019191733,1859.7622,9230000.0,4963.0,576875.0,,144192.0,1.92928e-05,0.1,1.4785568 +1760.0,1740.46,-0.018482707,1860.2778,9240000.0,4967.0,577500.0,,144352.0,1.90368e-05,0.1,1.3593395 +1760.0,1740.6,-0.018770153,1860.7926,9250000.0,4971.0,578125.0,,144512.0,1.87808e-05,0.1,1.4852483 +1752.0,1740.84,-0.01994291,1860.9325,9260000.0,4976.0,578750.0,,144672.0,1.85248e-05,0.1,1.5771418 +1742.0,1740.92,-0.020826753,1861.4458,9270000.0,4980.0,579375.0,,144832.0,1.82688e-05,0.1,1.5923781 +1722.0,1740.68,-0.020635119,1861.5847,9280000.0,4985.0,580000.0,,144992.0,1.80128e-05,0.1,1.5797795 +1704.0,1740.5,-0.020179458,1862.0966,9290000.0,4989.0,580625.0,,145152.0,1.77568e-05,0.1,1.6392335 +1700.0,1740.2,-0.019618504,1862.6077,9300000.0,4993.0,581250.0,,145312.0,1.75008e-05,0.1,1.5192194 +1684.0,1739.8,-0.019585928,1862.7451,9310000.0,4998.0,581875.0,,145440.0,1.7296e-05,0.1,1.4928505 +1674.0,1739.36,-0.021191299,1863.2546,9320000.0,5002.0,582500.0,,145600.0,1.704e-05,0.1,1.5289049 +1668.0,1738.8,-0.020123929,1863.0192,9330000.0,5008.0,583125.0,,145760.0,1.6784e-05,0.1,1.5545738 +1680.0,1738.52,-0.01902475,1863.1558,9340000.0,5013.0,583750.0,,145920.0,1.6528e-05,0.1,1.533215 +1708.0,1738.38,-0.019022515,1863.6636,9350000.0,5017.0,584375.0,,146080.0,1.6272e-05,0.1,1.5133785 +1700.0,1738.1,-0.018484563,1863.7993,9360000.0,5022.0,585000.0,,146240.0,1.6016e-05,0.1,1.5007112 +1694.0,1737.82,-0.018112322,1863.9347,9370000.0,5027.0,585625.0,,146400.0,1.576e-05,0.1,1.392235 +1712.0,1737.6,-0.018619733,1864.07,9380000.0,5032.0,586250.0,,146560.0,1.5504e-05,0.1,1.4347305 +1730.0,1737.68,-0.018530997,1864.5751,9390000.0,5036.0,586875.0,,146688.0,1.52992e-05,0.1,1.4643769 +1730.0,1737.68,-0.018872164,1864.7094,9400000.0,5041.0,587500.0,,146848.0,1.50432e-05,0.1,1.3679554 +1736.0,1737.86,-0.019010108,1864.8434,9410000.0,5046.0,588125.0,,147008.0,1.47872e-05,0.1,1.464351 +1738.0,1738.04,-0.018739045,1865.3466,9420000.0,5050.0,588750.0,,147168.0,1.45312e-05,0.1,1.6038252 +1740.0,1738.16,-0.01963901,1865.4797,9430000.0,5055.0,589375.0,,147328.0,1.42752e-05,0.1,1.4532295 +1736.0,1738.28,-0.017972436,1865.9814,9440000.0,5059.0,590000.0,,147488.0,1.40192e-05,0.1,1.5287974 +1736.0,1738.36,-0.020694792,1866.1138,9450000.0,5064.0,590625.0,,147648.0,1.37632e-05,0.1,1.5848488 +1720.0,1738.16,-0.020280855,1866.2458,9460000.0,5069.0,591250.0,,147808.0,1.35072e-05,0.1,1.5108256 +1716.0,1737.88,-0.018809495,1866.3776,9470000.0,5074.0,591875.0,,147968.0,1.32512e-05,0.1,1.5084567 +1712.0,1737.36,-0.018720608,1866.8767,9480000.0,5078.0,592500.0,,148096.0,1.30464e-05,0.1,1.494956 +1714.0,1736.98,-0.01724983,1867.0077,9490000.0,5083.0,593125.0,,148256.0,1.27904e-05,0.1,1.4787543 +1734.0,1736.82,-0.017811326,1867.5054,9500000.0,5087.0,593750.0,,148416.0,1.25344e-05,0.1,1.456835 +1742.0,1736.7,-0.018744223,1867.6355,9510000.0,5092.0,594375.0,,148576.0,1.22784e-05,0.1,1.450376 +1754.0,1736.68,-0.017776107,1868.1318,9520000.0,5096.0,595000.0,,148736.0,1.20224e-05,0.1,1.385264 +1758.0,1736.68,-0.018515928,1868.2611,9530000.0,5101.0,595625.0,,148896.0,1.17664e-05,0.1,1.3950195 +1760.0,1736.74,-0.01862068,1868.7561,9540000.0,5105.0,596250.0,,149056.0,1.15104e-05,0.1,1.5285137 +1760.0,1736.9,-0.017375147,1868.8845,9550000.0,5110.0,596875.0,,149216.0,1.12544e-05,0.1,1.4368262 +1748.0,1736.94,-0.017250549,1869.3782,9560000.0,5114.0,597500.0,,149344.0,1.10496e-05,0.1,1.3585767 +1754.0,1736.98,-0.017797329,1869.5057,9570000.0,5119.0,598125.0,,149504.0,1.07936e-05,0.1,1.5409734 +1748.0,1737.02,-0.017933799,1869.633,9580000.0,5124.0,598750.0,,149664.0,1.05376e-05,0.1,1.4264427 +1740.0,1737.08,-0.016892377,1869.7601,9590000.0,5129.0,599375.0,,149824.0,1.02816e-05,0.1,1.4455495 +1760.0,1737.44,-0.017386686,1870.2513,9600000.0,5133.0,600000.0,,149984.0,1.00256e-05,0.1,1.4364958 +1762.0,1737.76,-0.018774347,1870.3776,9610000.0,5138.0,600625.0,,150144.0,9.7696e-06,0.1,1.425018 +1762.0,1738.2,-0.017017845,1870.5035,9620000.0,5143.0,601250.0,,150304.0,9.5136e-06,0.1,1.6274168 +1756.0,1738.56,-0.017518898,1870.9928,9630000.0,5147.0,601875.0,,150464.0,9.2576e-06,0.1,1.4722427 +1748.0,1739.02,-0.017489761,1871.118,9640000.0,5152.0,602500.0,,150624.0,9.0016e-06,0.1,1.5575194 +1742.0,1739.38,-0.019217238,1871.2429,9650000.0,5157.0,603125.0,,150752.0,8.7968e-06,0.1,1.6463361 +1752.0,1739.68,-0.018356381,1871.7302,9660000.0,5161.0,603750.0,,150912.0,8.5408e-06,0.1,1.6054415 +1742.0,1739.88,-0.019421209,1871.8545,9670000.0,5166.0,604375.0,,151072.0,8.2848e-06,0.1,1.7081652 +1734.0,1739.8,-0.018180227,1872.3405,9680000.0,5170.0,605000.0,,151232.0,8.0288e-06,0.1,1.638124 +1708.0,1739.48,-0.018854285,1872.8257,9690000.0,5174.0,605625.0,,151392.0,7.7728e-06,0.1,1.5716134 +1724.0,1739.24,-0.017377261,1872.9485,9700000.0,5179.0,606250.0,,151552.0,7.5168e-06,0.1,1.4490962 +1726.0,1738.88,-0.016136926,1873.071,9710000.0,5184.0,606875.0,,151712.0,7.2608e-06,0.1,1.4526172 +1732.0,1738.6,-0.01719246,1873.5543,9720000.0,5188.0,607500.0,,151872.0,7.0048e-06,0.1,1.5264643 +1714.0,1738.12,-0.017230507,1874.037,9730000.0,5192.0,608125.0,,152000.0,6.8e-06,0.1,1.4880737 +1728.0,1737.84,-0.016548164,1874.1582,9740000.0,5197.0,608750.0,,152160.0,6.544e-06,0.1,1.3986984 +1724.0,1737.52,-0.016994799,1874.6395,9750000.0,5201.0,609375.0,,152320.0,6.288e-06,0.1,1.5232854 +1744.0,1737.46,-0.016911978,1874.7599,9760000.0,5206.0,610000.0,,152480.0,6.032e-06,0.1,1.5835407 +1734.0,1737.52,-0.016947467,1875.2399,9770000.0,5210.0,610625.0,,152640.0,5.776e-06,0.1,1.5031536 +1734.0,1737.58,-0.016432196,1875.0,9780000.0,5216.0,611250.0,,152800.0,5.52e-06,0.1,1.4546592 +1728.0,1737.72,-0.016327497,1875.1198,9790000.0,5221.0,611875.0,,152960.0,5.264e-06,0.1,1.4762408 +1724.0,1737.74,-0.015946668,1875.5981,9800000.0,5225.0,612500.0,,153120.0,5.008e-06,0.1,1.4481518 +1720.0,1737.6,-0.017420786,1875.717,9810000.0,5230.0,613125.0,,153280.0,4.752e-06,0.1,1.5062985 +1724.0,1737.56,-0.016651383,1876.1941,9820000.0,5234.0,613750.0,,153408.0,4.5472e-06,0.1,1.5094404 +1724.0,1737.34,-0.015983146,1876.3123,9830000.0,5239.0,614375.0,,153568.0,4.2912e-06,0.1,1.5197542 +1728.0,1737.06,-0.016098473,1876.4302,9840000.0,5244.0,615000.0,,153728.0,4.0352e-06,0.1,1.4508893 +1740.0,1736.96,-0.016166667,1876.9055,9850000.0,5248.0,615625.0,,153888.0,3.7792e-06,0.1,1.4631238 +1758.0,1736.92,-0.016036484,1877.0227,9860000.0,5253.0,616250.0,,154048.0,3.5232e-06,0.1,1.3936634 +1742.0,1736.76,-0.016123852,1877.1396,9870000.0,5258.0,616875.0,,154208.0,3.2672e-06,0.1,1.5842707 +1748.0,1736.62,-0.016587142,1877.613,9880000.0,5262.0,617500.0,,154368.0,3.0112e-06,0.1,1.6208501 +1742.0,1736.46,-0.01598782,1877.7292,9890000.0,5267.0,618125.0,,154528.0,2.7552e-06,0.1,1.4813836 +1734.0,1736.22,-0.015875729,1878.2015,9900000.0,5271.0,618750.0,,154656.0,2.5504e-06,0.1,1.5247171 +1714.0,1735.78,-0.014776992,1878.3169,9910000.0,5276.0,619375.0,,154816.0,2.2944e-06,0.1,1.4464457 +1702.0,1735.1,-0.014276327,1879.1438,9920000.0,5279.0,620000.0,,154976.0,2.0384e-06,0.1,1.4277742 +1708.0,1734.5,-0.014389171,1879.9697,9930000.0,5282.0,620625.0,,155136.0,1.7824e-06,0.1,1.4349933 +1724.0,1734.04,-0.014966493,1880.7947,9940000.0,5285.0,621250.0,,155296.0,1.5264e-06,0.1,1.47523 +1732.0,1733.64,-0.014283697,1881.6188,9950000.0,5288.0,621875.0,,155456.0,1.2704e-06,0.1,1.5194216 +1736.0,1733.28,-0.014792279,1882.4419,9960000.0,5291.0,622500.0,,155616.0,1.0144e-06,0.1,1.5199354 +1748.0,1733.08,-0.01492001,1883.264,9970000.0,5294.0,623125.0,,155776.0,7.584e-07,0.1,1.564512 +1754.0,1732.88,-0.014591968,1884.0853,9980000.0,5297.0,623750.0,,155936.0,5.024e-07,0.1,1.4656827 +1738.0,1732.54,-0.014586417,1884.9056,9990000.0,5300.0,624375.0,,156064.0,2.976e-07,0.1,1.5671179 +1742.0,1732.3,-0.014302005,1885.7251,10000000.0,5303.0,625000.0,,156224.0,4.16e-08,0.1,1.516374 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_df_train.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ee3bfe79296a2e7fc0a81cfbfc6c37a4efa6903 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_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 +37.5,37.5,-0.03246248,714.2857,10000.0,14.0,625.0,,128.0,0.0002497952,0.1,2.8554354 +55.0,46.25,-0.02937815,1052.6316,20000.0,19.0,1250.0,,288.0,0.0002495392,0.1,2.8077369 +58.064518,50.18817,-0.031834513,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,2.8020945 +62.068966,53.15837,-0.029872632,1290.3226,40000.0,31.0,2500.0,,608.0,0.0002490272,0.1,2.76133 +58.0,54.126698,-0.028516205,1351.3513,50000.0,37.0,3125.0,,768.0,0.0002487712,0.1,2.733434 +50.0,53.438915,-0.03343968,1395.3489,60000.0,43.0,3750.0,,928.0,0.0002485152,0.1,2.737059 +50.0,52.94764,-0.030061655,1428.5714,70000.0,49.0,4375.0,,1088.0,0.0002482592,0.1,2.7002625 +38.0,51.079185,-0.025871197,1454.5454,80000.0,55.0,5000.0,,1248.0,0.0002480032,0.1,2.6699805 +54.0,51.40372,-0.028785024,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.6238356 +52.0,51.46335,-0.027091146,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.6128993 +72.0,53.33032,-0.030943105,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7001538 +72.0,54.886124,-0.029790437,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.6999183 +70.0,56.04873,-0.030583583,1585.3658,130000.0,82.0,8125.0,,2016.0,0.0002467744,0.1,2.7078867 +74.0,57.330963,-0.030205047,1590.909,140000.0,88.0,8750.0,,2176.0,0.0002465184,0.1,2.6566036 +64.0,57.775566,-0.031452395,1595.7446,150000.0,94.0,9375.0,,2336.0,0.0002462624,0.1,2.6571774 +72.0,58.664593,-0.0315638,1600.0,160000.0,100.0,10000.0,,2496.0,0.0002460064,0.1,2.7143335 +82.0,60.037262,-0.03278523,1603.7736,170000.0,106.0,10625.0,,2656.0,0.0002457504,0.1,2.6722922 +84.0,61.36853,-0.031397577,1621.6216,180000.0,111.0,11250.0,,2784.0,0.0002455456,0.1,2.6523619 +104.0,63.612293,-0.03109164,1637.931,190000.0,116.0,11875.0,,2944.0,0.0002452896,0.1,2.683144 +126.0,66.731674,-0.028944064,1639.3442,200000.0,122.0,12500.0,,3104.0,0.0002450336,0.1,2.6274505 +128.0,69.649216,-0.030153614,1640.625,210000.0,128.0,13125.0,,3264.0,0.0002447776,0.1,2.650386 +136.0,72.66516,-0.03267648,1641.791,220000.0,134.0,13750.0,,3424.0,0.0002445216,0.1,2.6733923 +114.0,74.462326,-0.03591419,1654.6763,230000.0,139.0,14375.0,,3584.0,0.0002442656,0.1,2.655724 +124.0,76.5264,-0.031033752,1655.1724,240000.0,145.0,15000.0,,3744.0,0.0002440096,0.1,2.6010704 +116.0,78.10534,-0.033870645,1655.6292,250000.0,151.0,15625.0,,3904.0,0.0002437536,0.1,2.6590085 +104.0,79.10129,-0.031527583,1666.6666,260000.0,156.0,16250.0,,4032.0,0.0002435488,0.1,2.5899248 +110.0,80.24569,-0.03133791,1666.6666,270000.0,162.0,16875.0,,4192.0,0.0002432928,0.1,2.5608678 +116.0,81.52263,-0.037368964,1676.6467,280000.0,167.0,17500.0,,4352.0,0.0002430368,0.1,2.620923 +92.0,81.88392,-0.031005742,1676.3005,290000.0,173.0,18125.0,,4512.0,0.0002427808,0.1,2.6116154 +88.0,82.08778,-0.03395807,1685.3933,300000.0,178.0,18750.0,,4672.0,0.0002425248,0.1,2.594115 +76.0,81.8914,-0.0325403,1684.7826,310000.0,184.0,19375.0,,4832.0,0.0002422688,0.1,2.6458821 +82.0,81.8948,-0.0327301,1684.2106,320000.0,190.0,20000.0,,4992.0,0.0002420128,0.1,2.6071618 +84.0,81.958595,-0.03307731,1692.3077,330000.0,195.0,20625.0,,5152.0,0.0002417568,0.1,2.5925949 +90.0,82.19511,-0.03240058,1691.5422,340000.0,201.0,21250.0,,5312.0,0.0002415008,0.1,2.596116 +108.0,82.93239,-0.030994939,1699.0292,350000.0,206.0,21875.0,,5440.0,0.000241296,0.1,2.5852895 +110.0,83.684265,-0.032616664,1698.1132,360000.0,212.0,22500.0,,5600.0,0.00024104,0.1,2.617857 +114.0,84.50361,-0.032719463,1705.0691,370000.0,217.0,23125.0,,5760.0,0.000240784,0.1,2.6592588 +126.0,85.59562,-0.032633986,1704.0359,380000.0,223.0,23750.0,,5920.0,0.000240528,0.1,2.6166883 +126.0,86.63163,-0.03374495,1710.5264,390000.0,228.0,24375.0,,6080.0,0.000240272,0.1,2.6513515 +116.0,87.36584,-0.032388363,1709.4017,400000.0,234.0,25000.0,,6240.0,0.000240016,0.1,2.6316257 +126.0,88.308136,-0.032845184,1715.4812,410000.0,239.0,25625.0,,6400.0,0.00023976,0.1,2.6589653 +130.0,89.3008,-0.033560697,1714.2858,420000.0,245.0,26250.0,,6560.0,0.000239504,0.1,2.690681 +124.0,90.10776,-0.03524372,1713.1475,430000.0,251.0,26875.0,,6688.0,0.0002392992,0.1,2.659875 +124.0,90.87804,-0.03208064,1712.0623,440000.0,257.0,27500.0,,6848.0,0.0002390432,0.1,2.664879 +112.0,91.34742,-0.032750804,1711.0266,450000.0,263.0,28125.0,,7008.0,0.0002387872,0.1,2.6328037 +104.0,91.622475,-0.031341136,1716.418,460000.0,268.0,28750.0,,7168.0,0.0002385312,0.1,2.66827 +96.0,91.715614,-0.030746935,1715.3285,470000.0,274.0,29375.0,,7328.0,0.0002382752,0.1,2.6533413 +104.0,91.971535,-0.03244065,1714.2858,480000.0,280.0,30000.0,,7488.0,0.0002380192,0.1,2.6674142 +108.0,92.298645,-0.03107818,1713.2867,490000.0,286.0,30625.0,,7648.0,0.0002377632,0.1,2.6383512 +126.0,92.97268,-0.032940317,1712.3287,500000.0,292.0,31250.0,,7808.0,0.0002375072,0.1,2.6407316 +142.0,93.934,-0.03398406,1711.4094,510000.0,298.0,31875.0,,7968.0,0.0002372512,0.1,2.6224284 +164.0,95.28142,-0.030653404,1716.1716,520000.0,303.0,32500.0,,8096.0,0.0002370464,0.1,2.4977021 +170.0,96.6912,-0.029650623,1720.7792,530000.0,308.0,33125.0,,8256.0,0.0002367904,0.1,2.4873395 +182.0,98.270996,-0.030113118,1719.7452,540000.0,314.0,33750.0,,8416.0,0.0002365344,0.1,2.5293002 +198.0,100.08425,-0.03200077,1718.75,550000.0,320.0,34375.0,,8576.0,0.0002362784,0.1,2.5147064 +218.0,102.18989,-0.030449769,1717.7914,560000.0,326.0,35000.0,,8736.0,0.0002360224,0.1,2.449239 +226.0,104.362,-0.030522415,1716.8674,570000.0,332.0,35625.0,,8896.0,0.0002357664,0.1,2.3952653 +242.0,106.73506,-0.029411882,1721.0682,580000.0,337.0,36250.0,,9056.0,0.0002355104,0.1,2.4438105 +234.0,108.8921,-0.03233145,1720.1166,590000.0,343.0,36875.0,,9216.0,0.0002352544,0.1,2.468164 +236.0,111.01057,-0.03077966,1724.138,600000.0,348.0,37500.0,,9344.0,0.0002350496,0.1,2.414441 +226.0,112.89564,-0.03148744,1723.1638,610000.0,354.0,38125.0,,9504.0,0.0002347936,0.1,2.3968658 +236.0,114.88119,-0.027681673,1722.2222,620000.0,360.0,38750.0,,9664.0,0.0002345376,0.1,2.3890898 +240.0,116.8672,-0.02571536,1726.0273,630000.0,365.0,39375.0,,9824.0,0.0002342816,0.1,2.2459097 +252.0,118.97865,-0.032972917,1725.0674,640000.0,371.0,40000.0,,9984.0,0.0002340256,0.1,2.551454 +246.0,120.93283,-0.028306434,1724.138,650000.0,377.0,40625.0,,10144.0,0.0002337696,0.1,2.4377851 +246.0,122.82778,-0.033959262,1723.2375,660000.0,383.0,41250.0,,10304.0,0.0002335136,0.1,2.4288008 +262.0,124.90498,-0.031874422,1722.365,670000.0,389.0,41875.0,,10464.0,0.0002332576,0.1,2.3364172 +280.0,127.18579,-0.029407943,1725.8883,680000.0,394.0,42500.0,,10624.0,0.0002330016,0.1,2.2698464 +304.0,129.74832,-0.029918017,1725.0,690000.0,400.0,43125.0,,10752.0,0.0002327968,0.1,2.2281938 +334.0,132.6662,-0.031775184,1728.395,700000.0,405.0,43750.0,,10912.0,0.0002325408,0.1,2.3434021 +338.0,135.55823,-0.029148461,1727.4939,710000.0,411.0,44375.0,,11072.0,0.0002322848,0.1,2.2925072 +340.0,138.39767,-0.03157452,1722.488,720000.0,418.0,45000.0,,11232.0,0.0002320288,0.1,2.3397813 +318.0,140.85799,-0.030913595,1721.6981,730000.0,424.0,45625.0,,11392.0,0.0002317728,0.1,2.4160256 +302.0,143.03558,-0.032534663,1720.9302,740000.0,430.0,46250.0,,11552.0,0.0002315168,0.1,2.452928 +314.0,145.31511,-0.032392375,1724.138,750000.0,435.0,46875.0,,11712.0,0.0002312608,0.1,2.4661126 +314.0,147.53464,-0.033446476,1723.356,760000.0,441.0,47500.0,,11872.0,0.0002310048,0.1,2.367864 +328.0,149.87834,-0.033440385,1722.5951,770000.0,447.0,48125.0,,12000.0,0.0002308,0.1,2.5049822 +348.0,152.41837,-0.031748906,1721.8542,780000.0,453.0,48750.0,,12160.0,0.000230544,0.1,2.3876517 +356.0,154.99535,-0.032631006,1724.8909,790000.0,458.0,49375.0,,12320.0,0.000230288,0.1,2.388372 +354.0,157.48291,-0.031441353,1724.138,800000.0,464.0,50000.0,,12480.0,0.000230032,0.1,2.4017959 +362.0,160.00781,-0.0367326,1723.4043,810000.0,470.0,50625.0,,12640.0,0.000229776,0.1,2.4260907 +372.0,162.59308,-0.031595085,1722.6891,820000.0,476.0,51250.0,,12800.0,0.00022952,0.1,2.3988197 +358.0,164.94739,-0.032542087,1718.4265,830000.0,483.0,51875.0,,12960.0,0.000229264,0.1,2.3647316 +378.0,167.48372,-0.031734843,1721.3115,840000.0,488.0,52500.0,,13120.0,0.000229008,0.1,2.459719 +386.0,170.0545,-0.03333384,1720.6478,850000.0,494.0,53125.0,,13280.0,0.000228752,0.1,2.3930702 +398.0,172.70503,-0.031601388,1723.4469,860000.0,499.0,53750.0,,13408.0,0.0002285472,0.1,2.4659061 +388.0,175.17969,-0.030768923,1726.1904,870000.0,504.0,54375.0,,13568.0,0.0002282912,0.1,2.360757 +422.0,177.98447,-0.031946167,1725.4902,880000.0,510.0,55000.0,,13728.0,0.0002280352,0.1,2.367487 +432.0,180.83858,-0.034094434,1724.8062,890000.0,516.0,55625.0,,13888.0,0.0002277792,0.1,2.3981175 +428.0,183.58481,-0.03439729,1724.138,900000.0,522.0,56250.0,,14048.0,0.0002275232,0.1,2.3315408 +430.0,186.29266,-0.030913984,1723.4849,910000.0,528.0,56875.0,,14208.0,0.0002272672,0.1,2.2651722 +422.0,188.8547,-0.033178598,1722.8464,920000.0,534.0,57500.0,,14368.0,0.0002270112,0.1,2.3759508 +366.0,190.75949,-0.032004416,1725.4175,930000.0,539.0,58125.0,,14528.0,0.0002267552,0.1,2.3888292 +340.0,192.34715,-0.03429482,1724.7706,940000.0,545.0,58750.0,,14656.0,0.0002265504,0.1,2.4387875 +338.0,193.88034,-0.034563944,1724.138,950000.0,551.0,59375.0,,14816.0,0.0002262944,0.1,2.3625922 +344.0,195.44409,-0.03372904,1723.5188,960000.0,557.0,60000.0,,14976.0,0.0002260384,0.1,2.4327204 +354.0,197.07869,-0.03316421,1722.913,970000.0,563.0,60625.0,,15136.0,0.0002257824,0.1,2.3709505 +394.0,199.08809,-0.031623837,1725.3522,980000.0,568.0,61250.0,,15296.0,0.0002255264,0.1,2.2992172 +406.0,201.17812,-0.033041723,1721.7391,990000.0,575.0,61875.0,,15456.0,0.0002252704,0.1,2.4364424 +410.0,203.26633,-0.03250221,1724.138,1000000.0,580.0,62500.0,,15616.0,0.0002250144,0.1,2.3556643 +432.0,207.21133,-0.031311225,1723.5494,1010000.0,586.0,63125.0,,15776.0,0.0002247584,0.1,2.3704028 +438.0,211.04132,-0.031171383,1722.973,1020000.0,592.0,63750.0,,15936.0,0.0002245024,0.1,2.32134 +432.0,214.78069,-0.033827037,1725.2931,1030000.0,597.0,64375.0,,16064.0,0.0002242976,0.1,2.3022099 +458.0,218.74,-0.033736955,1721.8542,1040000.0,604.0,65000.0,,16224.0,0.0002240416,0.1,2.3617544 +466.0,222.82,-0.034241058,1721.3115,1050000.0,610.0,65625.0,,16384.0,0.0002237856,0.1,2.2937126 +460.0,226.92,-0.033233143,1720.7792,1060000.0,616.0,66250.0,,16544.0,0.0002235296,0.1,2.3497026 +464.0,231.06,-0.035943806,1720.2572,1070000.0,622.0,66875.0,,16704.0,0.0002232736,0.1,2.4485188 +476.0,235.44,-0.03439368,1719.7452,1080000.0,628.0,67500.0,,16864.0,0.0002230176,0.1,2.3263202 +466.0,239.56,-0.035264872,1719.2429,1090000.0,634.0,68125.0,,17024.0,0.0002227616,0.1,2.4395995 +458.0,243.62,-0.036458097,1718.75,1100000.0,640.0,68750.0,,17184.0,0.0002225056,0.1,2.4967613 +470.0,247.6,-0.031020232,1720.9302,1110000.0,645.0,69375.0,,17312.0,0.0002223008,0.1,2.4127345 +470.0,251.58,-0.034647334,1720.43,1120000.0,651.0,70000.0,,17472.0,0.0002220448,0.1,2.441313 +480.0,255.68,-0.032146752,1719.9391,1130000.0,657.0,70625.0,,17632.0,0.0002217888,0.1,2.287098 +490.0,259.84,-0.033852007,1722.0543,1140000.0,662.0,71250.0,,17792.0,0.0002215328,0.1,2.3949473 +504.0,264.24,-0.03359631,1721.5569,1150000.0,668.0,71875.0,,17952.0,0.0002212768,0.1,2.391677 +508.0,268.6,-0.030853258,1721.0682,1160000.0,674.0,72500.0,,18112.0,0.0002210208,0.1,2.1726632 +490.0,272.68,-0.03147626,1723.1222,1170000.0,679.0,73125.0,,18272.0,0.0002207648,0.1,2.4300249 +472.0,276.56,-0.033187963,1722.6277,1180000.0,685.0,73750.0,,18432.0,0.0002205088,0.1,2.4175184 +468.0,280.2,-0.033142745,1722.1418,1190000.0,691.0,74375.0,,18592.0,0.0002202528,0.1,2.351632 +476.0,283.7,-0.033468794,1724.138,1200000.0,696.0,75000.0,,18720.0,0.000220048,0.1,2.3427315 +474.0,287.16,-0.034499727,1723.6467,1210000.0,702.0,75625.0,,18880.0,0.000219792,0.1,2.409211 +474.0,290.54,-0.03379568,1723.1638,1220000.0,708.0,76250.0,,19040.0,0.000219536,0.1,2.346575 +504.0,294.44,-0.03287333,1722.6891,1230000.0,714.0,76875.0,,19200.0,0.00021928,0.1,2.4704947 +506.0,298.26,-0.0318843,1724.6176,1240000.0,719.0,77500.0,,19360.0,0.000219024,0.1,2.3618338 +486.0,301.96,-0.036830116,1724.138,1250000.0,725.0,78125.0,,19520.0,0.000218768,0.1,2.3724465 +480.0,305.72,-0.037006672,1726.0273,1260000.0,730.0,78750.0,,19680.0,0.000218512,0.1,2.4299269 +512.0,309.74,-0.033351317,1725.5435,1270000.0,736.0,79375.0,,19840.0,0.000218256,0.1,2.3770714 +494.0,313.52,-0.03435323,1725.0674,1280000.0,742.0,80000.0,,20000.0,0.000218,0.1,2.3973994 +494.0,317.54,-0.03363186,1724.5989,1290000.0,748.0,80625.0,,20128.0,0.0002177952,0.1,2.3430572 +528.0,321.94,-0.031589255,1724.138,1300000.0,754.0,81250.0,,20288.0,0.0002175392,0.1,2.335407 +560.0,326.78,-0.033034217,1723.6842,1310000.0,760.0,81875.0,,20448.0,0.0002172832,0.1,2.3906543 +528.0,331.24,-0.033749595,1723.2375,1320000.0,766.0,82500.0,,20608.0,0.0002170272,0.1,2.3263397 +554.0,335.94,-0.031179598,1722.798,1330000.0,772.0,83125.0,,20768.0,0.0002167712,0.1,2.3082166 +568.0,340.72,-0.03738219,1724.5817,1340000.0,777.0,83750.0,,20928.0,0.0002165152,0.1,2.488511 +552.0,345.16,-0.030054178,1724.138,1350000.0,783.0,84375.0,,21088.0,0.0002162592,0.1,2.2432683 +574.0,349.8,-0.034435023,1723.7009,1360000.0,789.0,85000.0,,21248.0,0.0002160032,0.1,2.230375 +568.0,354.34,-0.031248203,1725.4408,1370000.0,794.0,85625.0,,21376.0,0.0002157984,0.1,2.171098 +560.0,358.68,-0.034789924,1725.0,1380000.0,800.0,86250.0,,21536.0,0.0002155424,0.1,2.3036265 +562.0,363.04,-0.034171604,1726.7081,1390000.0,805.0,86875.0,,21696.0,0.0002152864,0.1,2.3369408 +576.0,367.64,-0.029484306,1726.2639,1400000.0,811.0,87500.0,,21856.0,0.0002150304,0.1,2.2673268 +542.0,371.8,-0.030026868,1725.8262,1410000.0,817.0,88125.0,,22016.0,0.0002147744,0.1,2.2786746 +562.0,376.12,-0.03113452,1727.4939,1420000.0,822.0,88750.0,,22176.0,0.0002145184,0.1,2.2568848 +560.0,380.48,-0.032764804,1727.0531,1430000.0,828.0,89375.0,,22336.0,0.0002142624,0.1,2.3130436 +558.0,384.82,-0.030321762,1726.6187,1440000.0,834.0,90000.0,,22496.0,0.0002140064,0.1,2.1757855 +584.0,389.54,-0.030011049,1728.2479,1450000.0,839.0,90625.0,,22656.0,0.0002137504,0.1,2.1940231 +600.0,394.5,-0.033379387,1729.8578,1460000.0,844.0,91250.0,,22784.0,0.0002135456,0.1,2.3326595 +604.0,399.58,-0.030680032,1729.4117,1470000.0,850.0,91875.0,,22944.0,0.0002132896,0.1,2.2368665 +598.0,404.52,-0.030989248,1728.9719,1480000.0,856.0,92500.0,,23104.0,0.0002130336,0.1,2.3342273 +602.0,409.46,-0.034848183,1730.5459,1490000.0,861.0,93125.0,,23264.0,0.0002127776,0.1,2.2959912 +568.0,413.88,-0.029361274,1730.1038,1500000.0,867.0,93750.0,,23424.0,0.0002125216,0.1,2.1772928 +574.0,418.2,-0.030186556,1729.6678,1510000.0,873.0,94375.0,,23584.0,0.0002122656,0.1,2.2238204 +568.0,422.24,-0.03227312,1729.2378,1520000.0,879.0,95000.0,,23744.0,0.0002120096,0.1,2.2751 +578.0,426.32,-0.031578492,1730.7693,1530000.0,884.0,95625.0,,23904.0,0.0002117536,0.1,2.2362926 +600.0,430.5,-0.032810774,1730.337,1540000.0,890.0,96250.0,,24032.0,0.0002115488,0.1,2.259435 +608.0,434.6,-0.033468187,1729.9108,1550000.0,896.0,96875.0,,24192.0,0.0002112928,0.1,2.2955623 +578.0,438.2,-0.031774048,1729.49,1560000.0,902.0,97500.0,,24352.0,0.0002110368,0.1,2.2932692 +578.0,441.72,-0.03460006,1729.0748,1570000.0,908.0,98125.0,,24512.0,0.0002107808,0.1,2.3472295 +568.0,444.98,-0.031146703,1730.5586,1580000.0,913.0,98750.0,,24672.0,0.0002105248,0.1,2.293675 +564.0,448.28,-0.034968186,1730.1415,1590000.0,919.0,99375.0,,24832.0,0.0002102688,0.1,2.3215609 +580.0,451.72,-0.03342889,1729.7297,1600000.0,925.0,100000.0,,24992.0,0.0002100128,0.1,2.2947967 +590.0,455.36,-0.033459228,1731.1827,1610000.0,930.0,100625.0,,25152.0,0.0002097568,0.1,2.3112173 +604.0,459.04,-0.0316259,1730.7693,1620000.0,936.0,101250.0,,25312.0,0.0002095008,0.1,2.2967768 +608.0,462.72,-0.03425367,1732.1998,1630000.0,941.0,101875.0,,25440.0,0.000209296,0.1,2.2037754 +582.0,466.02,-0.034075283,1731.7845,1640000.0,947.0,102500.0,,25600.0,0.00020904,0.1,2.292231 +578.0,469.34,-0.033229806,1733.1932,1650000.0,952.0,103125.0,,25760.0,0.000208784,0.1,2.2606113 +574.0,472.62,-0.03288916,1732.7766,1660000.0,958.0,103750.0,,25920.0,0.000208528,0.1,2.2853193 +582.0,475.82,-0.036017496,1732.3651,1670000.0,964.0,104375.0,,26080.0,0.000208272,0.1,2.3594007 +576.0,478.78,-0.03337868,1731.9587,1680000.0,970.0,105000.0,,26240.0,0.000208016,0.1,2.3661294 +570.0,481.44,-0.033550635,1733.3334,1690000.0,975.0,105625.0,,26400.0,0.00020776,0.1,2.2559173 +578.0,483.88,-0.030517142,1732.9255,1700000.0,981.0,106250.0,,26560.0,0.000207504,0.1,2.1603456 +590.0,486.4,-0.030859372,1734.2799,1710000.0,986.0,106875.0,,26688.0,0.0002072992,0.1,2.198904 +574.0,488.74,-0.029307526,1733.871,1720000.0,992.0,107500.0,,26848.0,0.0002070432,0.1,2.1344056 +592.0,491.48,-0.033690616,1733.4669,1730000.0,998.0,108125.0,,27008.0,0.0002067872,0.1,2.2370472 +600.0,494.46,-0.028550386,1733.0677,1740000.0,1004.0,108750.0,,27168.0,0.0002065312,0.1,2.0971603 +596.0,497.28,-0.030404374,1732.6732,1750000.0,1010.0,109375.0,,27328.0,0.0002062752,0.1,2.1111927 +604.0,500.18,-0.030883739,1733.9901,1760000.0,1015.0,110000.0,,27488.0,0.0002060192,0.1,2.1320097 +606.0,502.96,-0.031097157,1733.5945,1770000.0,1021.0,110625.0,,27648.0,0.0002057632,0.1,2.1703105 +616.0,505.64,-0.031940877,1733.2035,1780000.0,1027.0,111250.0,,27808.0,0.0002055072,0.1,2.3090475 +604.0,508.12,-0.03128626,1734.4961,1790000.0,1032.0,111875.0,,27968.0,0.0002052512,0.1,2.227126 +606.0,510.64,-0.031132232,1735.7762,1800000.0,1037.0,112500.0,,28096.0,0.0002050464,0.1,2.2326388 +576.0,512.78,-0.033465214,1733.7164,1810000.0,1044.0,113125.0,,28256.0,0.0002047904,0.1,2.1515286 +590.0,514.96,-0.030361854,1733.3334,1820000.0,1050.0,113750.0,,28416.0,0.0002045344,0.1,2.146677 +606.0,517.44,-0.02773825,1732.9546,1830000.0,1056.0,114375.0,,28576.0,0.0002042784,0.1,2.2199988 +614.0,519.8,-0.030678015,1734.213,1840000.0,1061.0,115000.0,,28736.0,0.0002040224,0.1,2.2078786 +604.0,521.98,-0.030166462,1733.8331,1850000.0,1067.0,115625.0,,28896.0,0.0002037664,0.1,2.2630534 +612.0,524.12,-0.027186649,1735.0746,1860000.0,1072.0,116250.0,,29056.0,0.0002035104,0.1,2.0688388 +616.0,526.4,-0.02681628,1736.3046,1870000.0,1077.0,116875.0,,29216.0,0.0002032544,0.1,2.1069922 +588.0,528.06,-0.032574806,1737.5231,1880000.0,1082.0,117500.0,,29344.0,0.0002030496,0.1,2.2621593 +584.0,529.58,-0.028462542,1737.1323,1890000.0,1088.0,118125.0,,29504.0,0.0002027936,0.1,2.1469944 +588.0,531.18,-0.030953636,1736.7458,1900000.0,1094.0,118750.0,,29664.0,0.0002025376,0.1,2.1395693 +594.0,532.82,-0.02718661,1736.3636,1910000.0,1100.0,119375.0,,29824.0,0.0002022816,0.1,2.1466856 +594.0,534.54,-0.02652486,1735.9855,1920000.0,1106.0,120000.0,,29984.0,0.0002020256,0.1,2.1117435 +612.0,537.0,-0.02693172,1737.1737,1930000.0,1111.0,120625.0,,30144.0,0.0002017696,0.1,2.2012541 +610.0,539.7,-0.026997477,1736.795,1940000.0,1117.0,121250.0,,30304.0,0.0002015136,0.1,2.268776 +602.0,542.34,-0.0301488,1736.4203,1950000.0,1123.0,121875.0,,30464.0,0.0002012576,0.1,2.1449094 +562.0,544.52,-0.030519629,1736.0496,1960000.0,1129.0,122500.0,,30624.0,0.0002010016,0.1,2.2917204 +548.0,546.46,-0.0305928,1737.2134,1970000.0,1134.0,123125.0,,30752.0,0.0002007968,0.1,2.209482 +532.0,547.84,-0.029414175,1738.367,1980000.0,1139.0,123750.0,,30912.0,0.0002005408,0.1,2.1813402 +536.0,549.14,-0.03224466,1737.9912,1990000.0,1145.0,124375.0,,31072.0,0.0002002848,0.1,2.1399775 +552.0,550.56,-0.03150067,1737.6195,2000000.0,1151.0,125000.0,,31232.0,0.0002000288,0.1,2.2521996 +584.0,552.08,-0.030413838,1737.2515,2010000.0,1157.0,125625.0,,31392.0,0.0001997728,0.1,2.0647354 +596.0,553.66,-0.031701118,1736.8873,2020000.0,1163.0,126250.0,,31552.0,0.0001995168,0.1,2.19596 +616.0,555.5,-0.02887828,1738.0137,2030000.0,1168.0,126875.0,,31712.0,0.0001992608,0.1,2.155312 +612.0,557.04,-0.032151118,1737.649,2040000.0,1174.0,127500.0,,31872.0,0.0001990048,0.1,2.2618232 +584.0,558.22,-0.030141506,1738.7617,2050000.0,1179.0,128125.0,,32000.0,0.0001988,0.1,2.2233806 +594.0,559.56,-0.032697383,1736.9309,2060000.0,1186.0,128750.0,,32160.0,0.000198544,0.1,2.1654963 +620.0,561.12,-0.032131307,1736.5771,2070000.0,1192.0,129375.0,,32320.0,0.000198288,0.1,2.214597 +602.0,562.38,-0.032061845,1736.227,2080000.0,1198.0,130000.0,,32480.0,0.000198032,0.1,2.156933 +630.0,564.02,-0.030523725,1737.3234,2090000.0,1203.0,130625.0,,32640.0,0.000197776,0.1,2.120574 +638.0,565.82,-0.031078853,1735.5372,2100000.0,1210.0,131250.0,,32800.0,0.00019752,0.1,2.2899575 +598.0,567.1,-0.031628292,1735.1974,2110000.0,1216.0,131875.0,,32960.0,0.000197264,0.1,2.1692996 +592.0,568.32,-0.031839386,1734.8608,2120000.0,1222.0,132500.0,,33120.0,0.000197008,0.1,2.1158519 +604.0,569.56,-0.030546855,1735.9413,2130000.0,1227.0,133125.0,,33280.0,0.000196752,0.1,2.1654472 +560.0,570.26,-0.031502962,1737.013,2140000.0,1232.0,133750.0,,33408.0,0.0001965472,0.1,2.1927361 +558.0,570.8,-0.034955993,1735.2704,2150000.0,1239.0,134375.0,,33568.0,0.0001962912,0.1,2.2521915 +568.0,571.4,-0.029811129,1736.3344,2160000.0,1244.0,135000.0,,33728.0,0.0001960352,0.1,2.1539207 +580.0,572.3,-0.029149437,1736.0,2170000.0,1250.0,135625.0,,33888.0,0.0001957792,0.1,2.1327314 +592.0,573.5,-0.032944515,1735.6688,2180000.0,1256.0,136250.0,,34048.0,0.0001955232,0.1,2.112 +604.0,574.86,-0.031973716,1735.3407,2190000.0,1262.0,136875.0,,34208.0,0.0001952672,0.1,2.040469 +604.0,576.14,-0.032013375,1735.0157,2200000.0,1268.0,137500.0,,34368.0,0.0001950112,0.1,2.1645474 +606.0,577.46,-0.029380638,1734.6938,2210000.0,1274.0,138125.0,,34528.0,0.0001947552,0.1,2.1025631 +590.0,578.62,-0.030633062,1735.7311,2220000.0,1279.0,138750.0,,34656.0,0.0001945504,0.1,2.0985475 +576.0,579.34,-0.027710687,1735.4086,2230000.0,1285.0,139375.0,,34816.0,0.0001942944,0.1,2.0267766 +578.0,580.06,-0.032461654,1735.0891,2240000.0,1291.0,140000.0,,34976.0,0.0001940384,0.1,2.1952386 +568.0,580.88,-0.033502374,1734.7726,2250000.0,1297.0,140625.0,,35136.0,0.0001937824,0.1,2.3505313 +564.0,581.72,-0.029892627,1734.459,2260000.0,1303.0,141250.0,,35296.0,0.0001935264,0.1,2.2211576 +558.0,582.18,-0.031648755,1734.1482,2270000.0,1309.0,141875.0,,35456.0,0.0001932704,0.1,2.3377573 +560.0,582.84,-0.030837733,1735.1598,2280000.0,1314.0,142500.0,,35616.0,0.0001930144,0.1,2.281083 +578.0,583.68,-0.031968936,1734.8485,2290000.0,1320.0,143125.0,,35776.0,0.0001927584,0.1,2.2328978 +588.0,584.28,-0.029533457,1735.849,2300000.0,1325.0,143750.0,,35936.0,0.0001925024,0.1,2.2110505 +606.0,584.74,-0.028616697,1736.8422,2310000.0,1330.0,144375.0,,36064.0,0.0001922976,0.1,2.159768 +628.0,585.74,-0.030890167,1736.527,2320000.0,1336.0,145000.0,,36224.0,0.0001920416,0.1,2.2736747 +668.0,586.88,-0.031136328,1736.2146,2330000.0,1342.0,145625.0,,36384.0,0.0001917856,0.1,2.2455778 +630.0,587.5,-0.03335837,1737.1937,2340000.0,1347.0,146250.0,,36544.0,0.0001915296,0.1,2.1700573 +654.0,588.52,-0.032794572,1736.881,2350000.0,1353.0,146875.0,,36704.0,0.0001912736,0.1,2.152952 +674.0,589.52,-0.03168592,1736.571,2360000.0,1359.0,147500.0,,36864.0,0.0001910176,0.1,2.2044842 +660.0,590.44,-0.030458834,1737.5366,2370000.0,1364.0,148125.0,,37024.0,0.0001907616,0.1,2.2547562 +630.0,591.14,-0.029875856,1737.2263,2380000.0,1370.0,148750.0,,37184.0,0.0001905056,0.1,2.2731495 +688.0,592.4,-0.030006293,1738.1818,2390000.0,1375.0,149375.0,,37312.0,0.0001903008,0.1,2.1893516 +694.0,593.58,-0.0312231,1737.8711,2400000.0,1381.0,150000.0,,37472.0,0.0001900448,0.1,2.3321013 +668.0,594.84,-0.032778837,1738.8168,2410000.0,1386.0,150625.0,,37632.0,0.0001897888,0.1,2.2417219 +674.0,595.96,-0.028182935,1738.5057,2420000.0,1392.0,151250.0,,37792.0,0.0001895328,0.1,2.0932598 +712.0,597.48,-0.030266449,1738.1974,2430000.0,1398.0,151875.0,,37952.0,0.0001892768,0.1,2.1717186 +704.0,598.94,-0.030311596,1737.8917,2440000.0,1404.0,152500.0,,38112.0,0.0001890208,0.1,2.2510688 +736.0,600.46,-0.030440679,1737.5886,2450000.0,1410.0,153125.0,,38272.0,0.0001887648,0.1,2.1674266 +772.0,602.18,-0.032216102,1737.2881,2460000.0,1416.0,153750.0,,38432.0,0.0001885088,0.1,2.2257323 +812.0,604.26,-0.02852835,1736.9901,2470000.0,1422.0,154375.0,,38592.0,0.0001882528,0.1,2.11771 +820.0,606.48,-0.031604342,1736.6947,2480000.0,1428.0,155000.0,,38720.0,0.000188048,0.1,2.1940362 +850.0,608.96,-0.029762736,1737.6134,2490000.0,1433.0,155625.0,,38880.0,0.000187792,0.1,2.24624 +870.0,611.98,-0.02938827,1737.3176,2500000.0,1439.0,156250.0,,39040.0,0.000187536,0.1,2.1265593 +868.0,614.92,-0.028424699,1737.0242,2510000.0,1445.0,156875.0,,39200.0,0.00018728,0.1,2.1353216 +900.0,618.24,-0.029187724,1736.7333,2520000.0,1451.0,157500.0,,39360.0,0.000187024,0.1,2.0778968 +922.0,621.68,-0.02871333,1736.4447,2530000.0,1457.0,158125.0,,39520.0,0.000186768,0.1,2.0821266 +888.0,624.56,-0.030915095,1736.1586,2540000.0,1463.0,158750.0,,39680.0,0.000186512,0.1,2.2342324 +922.0,627.7,-0.029058497,1735.8748,2550000.0,1469.0,159375.0,,39840.0,0.000186256,0.1,2.1699824 +910.0,631.02,-0.027244026,1736.7708,2560000.0,1474.0,160000.0,,40000.0,0.000186,0.1,2.114725 +850.0,633.74,-0.029722568,1736.4865,2570000.0,1480.0,160625.0,,40128.0,0.0001857952,0.1,2.2354517 +830.0,636.36,-0.031786922,1737.3738,2580000.0,1485.0,161250.0,,40288.0,0.0001855392,0.1,2.3794012 +856.0,639.28,-0.030880576,1737.0892,2590000.0,1491.0,161875.0,,40448.0,0.0001852832,0.1,2.2818065 +816.0,641.64,-0.03011857,1737.9679,2600000.0,1496.0,162500.0,,40608.0,0.0001850272,0.1,2.1851068 +808.0,643.82,-0.029752798,1737.6831,2610000.0,1502.0,163125.0,,40768.0,0.0001847712,0.1,2.2401707 +858.0,646.36,-0.028576583,1737.4005,2620000.0,1508.0,163750.0,,40928.0,0.0001845152,0.1,2.1404743 +894.0,649.22,-0.031639,1737.1202,2630000.0,1514.0,164375.0,,41088.0,0.0001842592,0.1,2.1211572 +900.0,652.4,-0.03078504,1737.9855,2640000.0,1519.0,165000.0,,41248.0,0.0001840032,0.1,2.2004774 +942.0,656.04,-0.028446907,1738.8451,2650000.0,1524.0,165625.0,,41376.0,0.0001837984,0.1,2.0072799 +1016.0,660.46,-0.031110708,1738.5621,2660000.0,1530.0,166250.0,,41536.0,0.0001835424,0.1,2.03199 +1024.0,664.88,-0.028345842,1738.2812,2670000.0,1536.0,166875.0,,41696.0,0.0001832864,0.1,2.1124163 +1028.0,669.4,-0.03277031,1739.1305,2680000.0,1541.0,167500.0,,41856.0,0.0001830304,0.1,1.9594064 +1038.0,674.08,-0.028378623,1738.8494,2690000.0,1547.0,168125.0,,42016.0,0.0001827744,0.1,2.1071463 +1046.0,678.76,-0.026564442,1738.5706,2700000.0,1553.0,168750.0,,42176.0,0.0001825184,0.1,2.0506127 +1070.0,683.56,-0.028935932,1738.2938,2710000.0,1559.0,169375.0,,42336.0,0.0001822624,0.1,2.0217183 +1056.0,688.38,-0.03012103,1738.0192,2720000.0,1565.0,170000.0,,42496.0,0.0001820064,0.1,2.058529 +1102.0,693.48,-0.029908627,1737.7467,2730000.0,1571.0,170625.0,,42656.0,0.0001817504,0.1,2.113563 +1140.0,698.88,-0.028072104,1738.5787,2740000.0,1576.0,171250.0,,42784.0,0.0001815456,0.1,1.9710524 +1202.0,704.94,-0.02552339,1739.4054,2750000.0,1581.0,171875.0,,42944.0,0.0001812896,0.1,2.0072498 +1220.0,711.1,-0.02535874,1739.1305,2760000.0,1587.0,172500.0,,43104.0,0.0001810336,0.1,2.0344367 +1248.0,717.52,-0.027970253,1738.8575,2770000.0,1593.0,173125.0,,43264.0,0.0001807776,0.1,1.9535174 +1274.0,724.1,-0.030292448,1738.5867,2780000.0,1599.0,173750.0,,43424.0,0.0001805216,0.1,2.089373 +1292.0,730.98,-0.029210733,1739.4015,2790000.0,1604.0,174375.0,,43584.0,0.0001802656,0.1,2.0950503 +1274.0,737.66,-0.02922362,1739.1305,2800000.0,1610.0,175000.0,,43744.0,0.0001800096,0.1,2.0473373 +1292.0,744.82,-0.025945822,1738.8613,2810000.0,1616.0,175625.0,,43904.0,0.0001797536,0.1,2.077599 +1324.0,752.16,-0.03326289,1739.6669,2820000.0,1621.0,176250.0,,44032.0,0.0001795488,0.1,2.16154 +1306.0,759.16,-0.025576714,1739.3977,2830000.0,1627.0,176875.0,,44192.0,0.0001792928,0.1,2.1730645 +1306.0,766.08,-0.028557777,1740.196,2840000.0,1632.0,177500.0,,44352.0,0.0001790368,0.1,2.1030264 +1286.0,772.9,-0.027283514,1739.9268,2850000.0,1638.0,178125.0,,44512.0,0.0001787808,0.1,2.049937 +1292.0,779.7,-0.029610882,1740.7181,2860000.0,1643.0,178750.0,,44672.0,0.0001785248,0.1,2.03931 +1228.0,785.82,-0.029017856,1740.4487,2870000.0,1649.0,179375.0,,44832.0,0.0001782688,0.1,2.104422 +1226.0,792.2,-0.028878694,1741.2334,2880000.0,1654.0,180000.0,,44992.0,0.0001780128,0.1,2.1333308 +1234.0,798.7,-0.029431596,1740.9639,2890000.0,1660.0,180625.0,,45152.0,0.0001777568,0.1,2.0850158 +1246.0,805.28,-0.029722083,1741.7417,2900000.0,1665.0,181250.0,,45312.0,0.0001775008,0.1,2.0923028 +1284.0,812.18,-0.024855355,1741.4722,2910000.0,1671.0,181875.0,,45440.0,0.000177296,0.1,2.0275126 +1300.0,819.24,-0.030133294,1742.2434,2920000.0,1676.0,182500.0,,45600.0,0.00017704,0.1,2.0155272 +1330.0,826.42,-0.027657973,1741.9739,2930000.0,1682.0,183125.0,,45760.0,0.000176784,0.1,1.9718332 +1372.0,834.04,-0.026271343,1742.7386,2940000.0,1687.0,183750.0,,45920.0,0.000176528,0.1,1.9081794 +1384.0,841.86,-0.029595148,1742.469,2950000.0,1693.0,184375.0,,46080.0,0.000176272,0.1,1.9152801 +1422.0,850.46,-0.02995999,1742.2013,2960000.0,1699.0,185000.0,,46240.0,0.000176016,0.1,1.9644039 +1414.0,859.12,-0.028606912,1742.9578,2970000.0,1704.0,185625.0,,46400.0,0.00017576,0.1,1.921673 +1422.0,868.02,-0.029294727,1742.6901,2980000.0,1710.0,186250.0,,46560.0,0.000175504,0.1,2.0926366 +1444.0,877.1,-0.028513318,1743.4402,2990000.0,1715.0,186875.0,,46688.0,0.0001752992,0.1,1.9694165 +1472.0,886.3,-0.02632971,1743.1726,3000000.0,1721.0,187500.0,,46848.0,0.0001750432,0.1,1.850812 +1438.0,894.84,-0.02711215,1743.9166,3010000.0,1726.0,188125.0,,47008.0,0.0001747872,0.1,1.9237994 +1430.0,903.18,-0.027423933,1743.6489,3020000.0,1732.0,188750.0,,47168.0,0.0001745312,0.1,2.003759 +1440.0,911.42,-0.028453391,1743.3832,3030000.0,1738.0,189375.0,,47328.0,0.0001742752,0.1,1.9285771 +1418.0,919.48,-0.03031456,1744.1194,3040000.0,1743.0,190000.0,,47488.0,0.0001740192,0.1,1.9914867 +1438.0,928.02,-0.028927883,1743.8536,3050000.0,1749.0,190625.0,,47648.0,0.0001737632,0.1,1.9208636 +1430.0,936.38,-0.025469463,1743.5897,3060000.0,1755.0,191250.0,,47808.0,0.0001735072,0.1,1.9930673 +1434.0,944.52,-0.029204197,1743.3276,3070000.0,1761.0,191875.0,,47968.0,0.0001732512,0.1,1.9715378 +1430.0,952.8,-0.029221443,1745.0425,3080000.0,1765.0,192500.0,,48096.0,0.0001730464,0.1,1.8841212 +1424.0,960.74,-0.0302067,1744.777,3090000.0,1771.0,193125.0,,48256.0,0.0001727904,0.1,1.9531268 +1442.0,968.78,-0.02876806,1744.5132,3100000.0,1777.0,193750.0,,48416.0,0.0001725344,0.1,1.8899525 +1408.0,976.88,-0.028494114,1745.2301,3110000.0,1782.0,194375.0,,48576.0,0.0001722784,0.1,1.9256723 +1402.0,984.98,-0.029553566,1744.9664,3120000.0,1788.0,195000.0,,48736.0,0.0001720224,0.1,1.9024595 +1400.0,992.94,-0.028891634,1745.6776,3130000.0,1793.0,195625.0,,48896.0,0.0001717664,0.1,1.997262 +1432.0,1001.66,-0.030421752,1745.4141,3140000.0,1799.0,196250.0,,49056.0,0.0001715104,0.1,2.0315547 +1388.0,1009.96,-0.02704507,1745.1523,3150000.0,1805.0,196875.0,,49216.0,0.0001712544,0.1,1.9533093 +1398.0,1018.26,-0.027778951,1745.8563,3160000.0,1810.0,197500.0,,49344.0,0.0001710496,0.1,1.8342482 +1428.0,1026.74,-0.028036453,1745.5947,3170000.0,1816.0,198125.0,,49504.0,0.0001707936,0.1,1.8664945 +1404.0,1034.86,-0.02715369,1746.2932,3180000.0,1821.0,198750.0,,49664.0,0.0001705376,0.1,1.9904522 +1402.0,1042.84,-0.030764386,1746.0317,3190000.0,1827.0,199375.0,,49824.0,0.0001702816,0.1,1.9694896 +1414.0,1050.94,-0.027980432,1745.772,3200000.0,1833.0,200000.0,,49984.0,0.0001700256,0.1,1.8725023 +1436.0,1059.24,-0.0303308,1745.5139,3210000.0,1839.0,200625.0,,50144.0,0.0001697696,0.1,1.9145465 +1406.0,1067.4,-0.030335698,1746.2039,3220000.0,1844.0,201250.0,,50304.0,0.0001695136,0.1,1.915385 +1378.0,1075.42,-0.029733887,1745.9459,3230000.0,1850.0,201875.0,,50464.0,0.0001692576,0.1,1.9439572 +1380.0,1083.44,-0.02728761,1745.6897,3240000.0,1856.0,202500.0,,50624.0,0.0001690016,0.1,2.0010262 +1396.0,1091.72,-0.029448722,1746.3729,3250000.0,1861.0,203125.0,,50752.0,0.0001687968,0.1,1.9438987 +1366.0,1099.74,-0.029762574,1747.0525,3260000.0,1866.0,203750.0,,50912.0,0.0001685408,0.1,1.8387568 +1402.0,1108.18,-0.030283088,1746.7949,3270000.0,1872.0,204375.0,,51072.0,0.0001682848,0.1,1.9844849 +1420.0,1116.78,-0.028102241,1745.6094,3280000.0,1879.0,205000.0,,51232.0,0.0001680288,0.1,1.9593785 +1380.0,1124.8,-0.028460382,1745.358,3290000.0,1885.0,205625.0,,51392.0,0.0001677728,0.1,1.9768736 +1380.0,1132.72,-0.030013124,1746.0317,3300000.0,1890.0,206250.0,,51552.0,0.0001675168,0.1,2.0276315 +1348.0,1140.14,-0.031016441,1744.8604,3310000.0,1897.0,206875.0,,51712.0,0.0001672608,0.1,2.0006557 +1332.0,1147.18,-0.030653318,1745.531,3320000.0,1902.0,207500.0,,51872.0,0.0001670048,0.1,1.9889197 +1308.0,1153.58,-0.031731993,1745.283,3330000.0,1908.0,208125.0,,52000.0,0.0001668,0.1,2.0129442 +1302.0,1160.3,-0.029739887,1745.9487,3340000.0,1913.0,208750.0,,52160.0,0.000166544,0.1,1.9658754 +1318.0,1166.94,-0.02877868,1745.7009,3350000.0,1919.0,209375.0,,52320.0,0.000166288,0.1,1.9431481 +1352.0,1173.72,-0.030793551,1746.3617,3360000.0,1924.0,210000.0,,52480.0,0.000166032,0.1,2.014906 +1414.0,1181.26,-0.028804751,1746.114,3370000.0,1930.0,210625.0,,52640.0,0.000165776,0.1,1.9881806 +1412.0,1189.08,-0.03206665,1745.8678,3380000.0,1936.0,211250.0,,52800.0,0.00016552,0.1,2.0694246 +1432.0,1196.52,-0.030371528,1745.623,3390000.0,1942.0,211875.0,,52960.0,0.000165264,0.1,1.8672222 +1460.0,1204.18,-0.027636314,1746.2764,3400000.0,1947.0,212500.0,,53120.0,0.000165008,0.1,1.9006073 +1480.0,1212.3,-0.02848031,1746.0317,3410000.0,1953.0,213125.0,,53280.0,0.000164752,0.1,1.9279814 +1494.0,1220.5,-0.02967212,1746.6803,3420000.0,1958.0,213750.0,,53408.0,0.0001645472,0.1,1.9834979 +1486.0,1228.24,-0.027839294,1746.4358,3430000.0,1964.0,214375.0,,53568.0,0.0001642912,0.1,1.9000318 +1490.0,1236.1,-0.028280668,1746.1929,3440000.0,1970.0,215000.0,,53728.0,0.0001640352,0.1,1.7850363 +1526.0,1244.0,-0.029370649,1746.8354,3450000.0,1975.0,215625.0,,53888.0,0.0001637792,0.1,1.9701834 +1540.0,1251.68,-0.027947132,1746.5927,3460000.0,1981.0,216250.0,,54048.0,0.0001635232,0.1,1.8766179 +1552.0,1259.08,-0.025430419,1747.2306,3470000.0,1986.0,216875.0,,54208.0,0.0001632672,0.1,1.8915901 +1546.0,1266.34,-0.026289845,1746.9879,3480000.0,1992.0,217500.0,,54368.0,0.0001630112,0.1,1.8458457 +1558.0,1273.42,-0.02524944,1746.7467,3490000.0,1998.0,218125.0,,54528.0,0.0001627552,0.1,1.8978317 +1546.0,1280.18,-0.02732948,1747.3789,3500000.0,2003.0,218750.0,,54656.0,0.0001625504,0.1,1.9196869 +1510.0,1286.6,-0.024228485,1747.138,3510000.0,2009.0,219375.0,,54816.0,0.0001622944,0.1,1.8777771 +1494.0,1292.54,-0.02537988,1746.8983,3520000.0,2015.0,220000.0,,54976.0,0.0001620384,0.1,1.9360204 +1476.0,1298.08,-0.030560726,1747.5248,3530000.0,2020.0,220625.0,,55136.0,0.0001617824,0.1,1.9550486 +1456.0,1303.76,-0.030971363,1747.2853,3540000.0,2026.0,221250.0,,55296.0,0.0001615264,0.1,1.9800798 +1460.0,1309.14,-0.028628038,1747.9075,3550000.0,2031.0,221875.0,,55456.0,0.0001612704,0.1,1.9174402 +1468.0,1314.72,-0.030437067,1747.6681,3560000.0,2037.0,222500.0,,55616.0,0.0001610144,0.1,1.8687575 +1472.0,1320.94,-0.027325034,1748.286,3570000.0,2042.0,223125.0,,55776.0,0.0001607584,0.1,1.9179354 +1476.0,1327.4,-0.031990692,1748.0469,3580000.0,2048.0,223750.0,,55936.0,0.0001605024,0.1,1.9579403 +1500.0,1333.84,-0.031176098,1747.8092,3590000.0,2054.0,224375.0,,56064.0,0.0001602976,0.1,1.9716314 +1506.0,1340.74,-0.03089198,1747.5729,3600000.0,2060.0,225000.0,,56224.0,0.0001600416,0.1,2.0309107 +1514.0,1347.8,-0.029626388,1748.184,3610000.0,2065.0,225625.0,,56384.0,0.0001597856,0.1,1.9350837 +1528.0,1354.5,-0.027616257,1747.9479,3620000.0,2071.0,226250.0,,56544.0,0.0001595296,0.1,1.9089231 +1508.0,1360.64,-0.0294501,1748.5549,3630000.0,2076.0,226875.0,,56704.0,0.0001592736,0.1,1.9506289 +1478.0,1366.42,-0.028717885,1748.319,3640000.0,2082.0,227500.0,,56864.0,0.0001590176,0.1,1.9259484 +1434.0,1371.34,-0.027495604,1748.0844,3650000.0,2088.0,228125.0,,57024.0,0.0001587616,0.1,1.9279411 +1400.0,1375.18,-0.02770534,1747.851,3660000.0,2094.0,228750.0,,57184.0,0.0001585056,0.1,2.0072606 +1412.0,1379.06,-0.02788591,1748.4517,3670000.0,2099.0,229375.0,,57312.0,0.0001583008,0.1,1.9185737 +1390.0,1382.68,-0.030871427,1748.2185,3680000.0,2105.0,230000.0,,57472.0,0.0001580448,0.1,2.0523834 +1422.0,1386.52,-0.027776154,1748.8152,3690000.0,2110.0,230625.0,,57632.0,0.0001577888,0.1,2.0824752 +1404.0,1390.1,-0.02825277,1748.5823,3700000.0,2116.0,231250.0,,57792.0,0.0001575328,0.1,1.9608328 +1418.0,1393.58,-0.02797856,1749.1749,3710000.0,2121.0,231875.0,,57952.0,0.0001572768,0.1,1.8836371 +1442.0,1397.44,-0.02938963,1748.9421,3720000.0,2127.0,232500.0,,58112.0,0.0001570208,0.1,1.9956114 +1440.0,1400.82,-0.030507006,1748.7107,3730000.0,2133.0,233125.0,,58272.0,0.0001567648,0.1,1.9081968 +1454.0,1403.96,-0.03017972,1748.4806,3740000.0,2139.0,233750.0,,58432.0,0.0001565088,0.1,2.011757 +1440.0,1406.34,-0.03131541,1748.2517,3750000.0,2145.0,234375.0,,58592.0,0.0001562528,0.1,2.0478292 +1464.0,1408.78,-0.029764041,1748.8372,3760000.0,2150.0,235000.0,,58720.0,0.000156048,0.1,1.921674 +1500.0,1411.3,-0.029052895,1749.4199,3770000.0,2155.0,235625.0,,58880.0,0.000155792,0.1,1.8570045 +1514.0,1413.7,-0.029450841,1749.1902,3780000.0,2161.0,236250.0,,59040.0,0.000155536,0.1,1.8738556 +1520.0,1415.98,-0.029590394,1748.9617,3790000.0,2167.0,236875.0,,59200.0,0.00015528,0.1,1.9192948 +1508.0,1418.32,-0.027887978,1749.5396,3800000.0,2172.0,237500.0,,59360.0,0.000155024,0.1,1.9199574 +1486.0,1420.26,-0.030080944,1749.3113,3810000.0,2178.0,238125.0,,59520.0,0.000154768,0.1,1.8733685 +1506.0,1422.08,-0.027735287,1749.0842,3820000.0,2184.0,238750.0,,59680.0,0.000154512,0.1,2.0176065 +1500.0,1424.02,-0.030302612,1748.8584,3830000.0,2190.0,239375.0,,59840.0,0.000154256,0.1,1.913577 +1492.0,1425.88,-0.02635257,1748.6339,3840000.0,2196.0,240000.0,,60000.0,0.000154,0.1,1.933144 +1486.0,1427.88,-0.029532554,1749.205,3850000.0,2201.0,240625.0,,60128.0,0.0001537952,0.1,1.827135 +1490.0,1429.86,-0.029309684,1748.9805,3860000.0,2207.0,241250.0,,60288.0,0.0001535392,0.1,1.9389775 +1534.0,1432.92,-0.028301088,1748.7573,3870000.0,2213.0,241875.0,,60448.0,0.0001532832,0.1,1.7832246 +1520.0,1435.86,-0.028629689,1748.5354,3880000.0,2219.0,242500.0,,60608.0,0.0001530272,0.1,1.8515527 +1538.0,1438.9,-0.029531885,1748.3146,3890000.0,2225.0,243125.0,,60768.0,0.0001527712,0.1,1.8920908 +1508.0,1441.52,-0.02619597,1748.095,3900000.0,2231.0,243750.0,,60928.0,0.0001525152,0.1,1.8681943 +1480.0,1443.48,-0.025345543,1748.6583,3910000.0,2236.0,244375.0,,61088.0,0.0001522592,0.1,1.8039951 +1398.0,1444.46,-0.028848214,1748.4388,3920000.0,2242.0,245000.0,,61248.0,0.0001520032,0.1,1.9974444 +1352.0,1444.68,-0.028428175,1748.2206,3930000.0,2248.0,245625.0,,61376.0,0.0001517984,0.1,1.8647915 +1332.0,1444.28,-0.030243741,1748.7794,3940000.0,2253.0,246250.0,,61536.0,0.0001515424,0.1,1.9216499 +1316.0,1443.6,-0.028527986,1748.5613,3950000.0,2259.0,246875.0,,61696.0,0.0001512864,0.1,1.9163346 +1338.0,1442.76,-0.029380986,1749.1166,3960000.0,2264.0,247500.0,,61856.0,0.0001510304,0.1,1.9108231 +1346.0,1442.08,-0.028027005,1748.8987,3970000.0,2270.0,248125.0,,62016.0,0.0001507744,0.1,1.9003011 +1356.0,1441.42,-0.026221646,1749.4506,3980000.0,2275.0,248750.0,,62176.0,0.0001505184,0.1,1.9547188 +1402.0,1441.0,-0.028550074,1749.2328,3990000.0,2281.0,249375.0,,62336.0,0.0001502624,0.1,1.9547751 +1426.0,1440.54,-0.028060665,1748.2517,4000000.0,2288.0,250000.0,,62496.0,0.0001500064,0.1,1.8090628 +1432.0,1440.48,-0.030689813,1748.0383,4010000.0,2294.0,250625.0,,62656.0,0.0001497504,0.1,1.8680699 +1474.0,1440.92,-0.027221978,1748.5863,4020000.0,2299.0,251250.0,,62784.0,0.0001495456,0.1,1.7404392 +1468.0,1441.2,-0.026428983,1749.132,4030000.0,2304.0,251875.0,,62944.0,0.0001492896,0.1,1.8289329 +1514.0,1442.16,-0.027994117,1748.9177,4040000.0,2310.0,252500.0,,63104.0,0.0001490336,0.1,1.7328229 +1524.0,1443.02,-0.028343862,1749.4601,4050000.0,2315.0,253125.0,,63264.0,0.0001487776,0.1,1.7695979 +1516.0,1443.88,-0.027470443,1749.246,4060000.0,2321.0,253750.0,,63424.0,0.0001485216,0.1,1.782068 +1524.0,1444.78,-0.028531652,1749.0331,4070000.0,2327.0,254375.0,,63584.0,0.0001482656,0.1,1.8035581 +1486.0,1445.34,-0.027650256,1748.8213,4080000.0,2333.0,255000.0,,63744.0,0.0001480096,0.1,1.8661332 +1460.0,1445.7,-0.02759739,1748.6105,4090000.0,2339.0,255625.0,,63904.0,0.0001477536,0.1,1.8735673 +1462.0,1445.9,-0.029509872,1749.1467,4100000.0,2344.0,256250.0,,64032.0,0.0001475488,0.1,1.8941437 +1438.0,1446.2,-0.028165208,1748.9362,4110000.0,2350.0,256875.0,,64192.0,0.0001472928,0.1,1.86849 +1428.0,1446.46,-0.029398836,1749.4692,4120000.0,2355.0,257500.0,,64352.0,0.0001470368,0.1,1.930371 +1422.0,1446.68,-0.031280316,1749.2588,4130000.0,2361.0,258125.0,,64512.0,0.0001467808,0.1,1.8795085 +1432.0,1446.68,-0.027655968,1749.0494,4140000.0,2367.0,258750.0,,64672.0,0.0001465248,0.1,1.8263896 +1448.0,1447.28,-0.030420778,1748.8412,4150000.0,2373.0,259375.0,,64832.0,0.0001462688,0.1,1.8485551 +1436.0,1447.66,-0.025739241,1748.6339,4160000.0,2379.0,260000.0,,64992.0,0.0001460128,0.1,1.8967737 +1466.0,1448.04,-0.026085278,1748.4276,4170000.0,2385.0,260625.0,,65152.0,0.0001457568,0.1,1.9173908 +1474.0,1448.74,-0.027532926,1748.2225,4180000.0,2391.0,261250.0,,65312.0,0.0001455008,0.1,1.8105397 +1498.0,1449.7,-0.027138218,1748.7479,4190000.0,2396.0,261875.0,,65440.0,0.000145296,0.1,1.7628781 +1522.0,1450.78,-0.026935495,1748.5428,4200000.0,2402.0,262500.0,,65600.0,0.00014504,0.1,1.8626635 +1550.0,1451.92,-0.027367491,1749.0652,4210000.0,2407.0,263125.0,,65760.0,0.000144784,0.1,1.8173269 +1584.0,1453.7,-0.029375464,1748.8604,4220000.0,2413.0,263750.0,,65920.0,0.000144528,0.1,1.7962552 +1594.0,1455.86,-0.025476273,1748.6565,4230000.0,2419.0,264375.0,,66080.0,0.000144272,0.1,1.7245302 +1632.0,1458.38,-0.027304197,1748.4536,4240000.0,2425.0,265000.0,,66240.0,0.000144016,0.1,1.7817677 +1648.0,1460.9,-0.028659498,1748.9712,4250000.0,2430.0,265625.0,,66400.0,0.00014376,0.1,1.8345506 +1622.0,1463.46,-0.026869345,1748.7684,4260000.0,2436.0,266250.0,,66560.0,0.000143504,0.1,1.8256987 +1596.0,1465.4,-0.028864978,1749.2831,4270000.0,2441.0,266875.0,,66688.0,0.0001432992,0.1,1.8579111 +1596.0,1467.16,-0.027087485,1749.7955,4280000.0,2446.0,267500.0,,66848.0,0.0001430432,0.1,1.785532 +1584.0,1469.2,-0.025782669,1749.5922,4290000.0,2452.0,268125.0,,67008.0,0.0001427872,0.1,1.7366045 +1576.0,1471.16,-0.025756609,1749.3898,4300000.0,2458.0,268750.0,,67168.0,0.0001425312,0.1,1.8434453 +1550.0,1473.18,-0.028309545,1749.1884,4310000.0,2464.0,269375.0,,67328.0,0.0001422752,0.1,1.8528475 +1550.0,1475.36,-0.028025404,1748.9879,4320000.0,2470.0,270000.0,,67488.0,0.0001420192,0.1,1.9073555 +1546.0,1477.74,-0.025980096,1748.7883,4330000.0,2476.0,270625.0,,67648.0,0.0001417632,0.1,1.8936589 +1530.0,1480.02,-0.028701916,1748.5898,4340000.0,2482.0,271250.0,,67808.0,0.0001415072,0.1,1.8673848 +1520.0,1482.04,-0.026950525,1749.0953,4350000.0,2487.0,271875.0,,67968.0,0.0001412512,0.1,1.7345287 +1502.0,1483.54,-0.029327078,1748.8969,4360000.0,2493.0,272500.0,,68096.0,0.0001410464,0.1,1.9491231 +1520.0,1484.6,-0.028644437,1749.3995,4370000.0,2498.0,273125.0,,68256.0,0.0001407904,0.1,1.8382745 +1512.0,1485.6,-0.030647606,1749.2013,4380000.0,2504.0,273750.0,,68416.0,0.0001405344,0.1,1.9328965 +1520.0,1486.48,-0.030057982,1749.004,4390000.0,2510.0,274375.0,,68576.0,0.0001402784,0.1,1.9509815 +1508.0,1486.96,-0.03176581,1749.5029,4400000.0,2515.0,275000.0,,68736.0,0.0001400224,0.1,1.932647 +1502.0,1487.18,-0.027284335,1749.3058,4410000.0,2521.0,275625.0,,68896.0,0.0001397664,0.1,1.9447255 +1504.0,1487.28,-0.029154422,1749.1096,4420000.0,2527.0,276250.0,,69056.0,0.0001395104,0.1,1.9202316 +1496.0,1487.38,-0.029979039,1748.9143,4430000.0,2533.0,276875.0,,69216.0,0.0001392544,0.1,1.9339812 +1488.0,1487.36,-0.028639527,1749.4089,4440000.0,2538.0,277500.0,,69344.0,0.0001390496,0.1,1.8603373 +1504.0,1487.14,-0.027092926,1749.9017,4450000.0,2543.0,278125.0,,69504.0,0.0001387936,0.1,1.8988937 +1504.0,1486.78,-0.03038888,1749.7058,4460000.0,2549.0,278750.0,,69664.0,0.0001385376,0.1,1.8693842 +1520.0,1486.46,-0.026974056,1749.5107,4470000.0,2555.0,279375.0,,69824.0,0.0001382816,0.1,1.9616326 +1544.0,1486.44,-0.029718464,1749.3167,4480000.0,2561.0,280000.0,,69984.0,0.0001380256,0.1,1.8146304 +1534.0,1486.2,-0.025758617,1749.1235,4490000.0,2567.0,280625.0,,70144.0,0.0001377696,0.1,1.862956 +1572.0,1486.46,-0.03186597,1748.9312,4500000.0,2573.0,281250.0,,70304.0,0.0001375136,0.1,1.8913568 +1570.0,1487.06,-0.02575061,1748.7399,4510000.0,2579.0,281875.0,,70464.0,0.0001372576,0.1,1.6920588 +1572.0,1487.84,-0.027074426,1747.8732,4520000.0,2586.0,282500.0,,70624.0,0.0001370016,0.1,1.7802805 +1584.0,1488.92,-0.023677412,1748.3597,4530000.0,2591.0,283125.0,,70752.0,0.0001367968,0.1,1.8565028 +1592.0,1490.28,-0.02936065,1748.8444,4540000.0,2596.0,283750.0,,70912.0,0.0001365408,0.1,1.8818715 +1614.0,1491.82,-0.030571366,1748.6549,4550000.0,2602.0,284375.0,,71072.0,0.0001362848,0.1,1.9665594 +1610.0,1493.24,-0.029812217,1748.4663,4560000.0,2608.0,285000.0,,71232.0,0.0001360288,0.1,1.8982323 +1602.0,1494.54,-0.026815444,1748.2784,4570000.0,2614.0,285625.0,,71392.0,0.0001357728,0.1,1.8494542 +1600.0,1495.78,-0.027472638,1748.759,4580000.0,2619.0,286250.0,,71552.0,0.0001355168,0.1,1.8906289 +1628.0,1497.06,-0.029162703,1748.5714,4590000.0,2625.0,286875.0,,71712.0,0.0001352608,0.1,1.8540574 +1630.0,1498.3,-0.029543823,1748.3846,4600000.0,2631.0,287500.0,,71872.0,0.0001350048,0.1,1.8887014 +1626.0,1499.42,-0.03037805,1748.8619,4610000.0,2636.0,288125.0,,72000.0,0.0001348,0.1,1.8538029 +1658.0,1500.72,-0.030057896,1748.6753,4620000.0,2642.0,288750.0,,72160.0,0.000134544,0.1,1.7356231 +1644.0,1502.08,-0.027830841,1748.4894,4630000.0,2648.0,289375.0,,72320.0,0.000134288,0.1,1.7258999 +1660.0,1503.9,-0.02826954,1748.9634,4640000.0,2653.0,290000.0,,72480.0,0.000134032,0.1,1.6478243 +1668.0,1506.24,-0.026397381,1748.7777,4650000.0,2659.0,290625.0,,72640.0,0.000133776,0.1,1.7776711 +1656.0,1508.8,-0.028080305,1749.2493,4660000.0,2664.0,291250.0,,72800.0,0.00013352,0.1,1.7217815 +1638.0,1511.06,-0.027900295,1748.4088,4670000.0,2671.0,291875.0,,72960.0,0.000133264,0.1,1.7206945 +1624.0,1513.4,-0.030380744,1748.8789,4680000.0,2676.0,292500.0,,73120.0,0.000133008,0.1,1.8430712 +1646.0,1515.64,-0.028130017,1748.695,4690000.0,2682.0,293125.0,,73280.0,0.000132752,0.1,1.8077723 +1606.0,1517.66,-0.027014747,1749.1626,4700000.0,2687.0,293750.0,,73408.0,0.0001325472,0.1,1.862555 +1594.0,1519.42,-0.029381197,1748.9789,4710000.0,2693.0,294375.0,,73568.0,0.0001322912,0.1,1.8564644 +1564.0,1520.64,-0.028557893,1749.4441,4720000.0,2698.0,295000.0,,73728.0,0.0001320352,0.1,1.9015185 +1562.0,1521.86,-0.027138378,1749.2604,4730000.0,2704.0,295625.0,,73888.0,0.0001317792,0.1,1.8515568 +1556.0,1522.88,-0.029005744,1749.7231,4740000.0,2709.0,296250.0,,74048.0,0.0001315232,0.1,1.8765906 +1536.0,1523.84,-0.029012207,1749.5396,4750000.0,2715.0,296875.0,,74208.0,0.0001312672,0.1,1.7659221 +1550.0,1524.7,-0.030607726,1749.3568,4760000.0,2721.0,297500.0,,74368.0,0.0001310112,0.1,1.9049904 +1566.0,1525.36,-0.030504791,1749.8165,4770000.0,2726.0,298125.0,,74528.0,0.0001307552,0.1,1.7714914 +1596.0,1526.18,-0.029599767,1749.6339,4780000.0,2732.0,298750.0,,74656.0,0.0001305504,0.1,1.8925767 +1626.0,1527.24,-0.029250573,1750.0913,4790000.0,2737.0,299375.0,,74816.0,0.0001302944,0.1,1.7272314 +1644.0,1528.6,-0.02931251,1749.9088,4800000.0,2743.0,300000.0,,74976.0,0.0001300384,0.1,1.7356673 +1676.0,1530.5,-0.026046593,1749.7272,4810000.0,2749.0,300625.0,,75136.0,0.0001297824,0.1,1.7428815 +1696.0,1532.4,-0.02683749,1750.1815,4820000.0,2754.0,301250.0,,75296.0,0.0001295264,0.1,1.7391664 +1686.0,1534.26,-0.029390285,1750.0,4830000.0,2760.0,301875.0,,75456.0,0.0001292704,0.1,1.701405 +1676.0,1536.1,-0.02816703,1749.8192,4840000.0,2766.0,302500.0,,75616.0,0.0001290144,0.1,1.8064911 +1670.0,1537.94,-0.030084666,1750.2706,4850000.0,2771.0,303125.0,,75776.0,0.0001287584,0.1,1.7124374 +1670.0,1539.74,-0.028764423,1749.4601,4860000.0,2778.0,303750.0,,75936.0,0.0001285024,0.1,1.7495843 +1666.0,1541.06,-0.026669584,1749.2816,4870000.0,2784.0,304375.0,,76064.0,0.0001282976,0.1,1.7609633 +1656.0,1542.42,-0.025505943,1749.7311,4880000.0,2789.0,305000.0,,76224.0,0.0001280416,0.1,1.6997488 +1652.0,1543.56,-0.026057076,1749.5527,4890000.0,2795.0,305625.0,,76384.0,0.0001277856,0.1,1.6771077 +1666.0,1545.14,-0.029000107,1750.0,4900000.0,2800.0,306250.0,,76544.0,0.0001275296,0.1,1.8512614 +1670.0,1547.04,-0.024179937,1749.8218,4910000.0,2806.0,306875.0,,76704.0,0.0001272736,0.1,1.6222082 +1676.0,1549.82,-0.029301124,1749.6444,4920000.0,2812.0,307500.0,,76864.0,0.0001270176,0.1,1.8522446 +1680.0,1553.1,-0.031067738,1749.4677,4930000.0,2818.0,308125.0,,77024.0,0.0001267616,0.1,1.7600904 +1668.0,1556.46,-0.027271703,1749.2917,4940000.0,2824.0,308750.0,,77184.0,0.0001265056,0.1,1.8355881 +1680.0,1560.1,-0.030022219,1749.7349,4950000.0,2829.0,309375.0,,77312.0,0.0001263008,0.1,1.7123415 +1654.0,1563.26,-0.02700634,1749.5591,4960000.0,2835.0,310000.0,,77472.0,0.0001260448,0.1,1.7270614 +1632.0,1566.12,-0.025733922,1750.0,4970000.0,2840.0,310625.0,,77632.0,0.0001257888,0.1,1.7062416 +1642.0,1568.98,-0.027165258,1749.8243,4980000.0,2846.0,311250.0,,77792.0,0.0001255328,0.1,1.7631413 +1614.0,1571.1,-0.024389615,1749.6494,4990000.0,2852.0,311875.0,,77952.0,0.0001252768,0.1,1.7470851 +1620.0,1573.04,-0.027974226,1750.0875,5000000.0,2857.0,312500.0,,78112.0,0.0001250208,0.1,1.8468709 +1614.0,1574.86,-0.026531719,1749.9127,5010000.0,2863.0,313125.0,,78272.0,0.0001247648,0.1,1.6834257 +1592.0,1576.04,-0.028583156,1749.7385,5020000.0,2869.0,313750.0,,78432.0,0.0001245088,0.1,1.792644 +1602.0,1577.38,-0.028719993,1750.174,5030000.0,2874.0,314375.0,,78592.0,0.0001242528,0.1,1.8750365 +1612.0,1578.36,-0.026406176,1750.6079,5040000.0,2879.0,315000.0,,78720.0,0.000124048,0.1,1.7687771 +1622.0,1579.34,-0.02685053,1749.8268,5050000.0,2886.0,315625.0,,78880.0,0.000123792,0.1,1.799985 +1612.0,1580.3,-0.028539421,1750.2594,5060000.0,2891.0,316250.0,,79040.0,0.000123536,0.1,1.7618905 +1610.0,1581.16,-0.028299063,1750.0863,5070000.0,2897.0,316875.0,,79200.0,0.00012328,0.1,1.8469315 +1632.0,1582.62,-0.028237803,1749.914,5080000.0,2903.0,317500.0,,79360.0,0.000123024,0.1,1.7550325 +1646.0,1584.48,-0.02705704,1749.7422,5090000.0,2909.0,318125.0,,79520.0,0.000122768,0.1,1.6541454 +1656.0,1586.42,-0.02946071,1749.5712,5100000.0,2915.0,318750.0,,79680.0,0.000122512,0.1,1.6631562 +1650.0,1588.54,-0.028273705,1749.4009,5110000.0,2921.0,319375.0,,79840.0,0.000122256,0.1,1.7705526 +1624.0,1590.5,-0.025150526,1749.2313,5120000.0,2927.0,320000.0,,80000.0,0.000122,0.1,1.6275958 +1618.0,1592.46,-0.027938217,1749.6589,5130000.0,2932.0,320625.0,,80128.0,0.0001217952,0.1,1.7089636 +1610.0,1594.24,-0.025481712,1750.0851,5140000.0,2937.0,321250.0,,80288.0,0.0001215392,0.1,1.7617908 +1578.0,1595.54,-0.02784647,1749.915,5150000.0,2943.0,321875.0,,80448.0,0.0001212832,0.1,1.7379446 +1570.0,1596.88,-0.025629833,1749.7457,5160000.0,2949.0,322500.0,,80608.0,0.0001210272,0.1,1.6836363 +1578.0,1598.0,-0.028281998,1750.1693,5170000.0,2954.0,323125.0,,80768.0,0.0001207712,0.1,1.8206148 +1600.0,1599.26,-0.028084865,1750.0,5180000.0,2960.0,323750.0,,80928.0,0.0001205152,0.1,1.8488173 +1630.0,1600.58,-0.028536646,1749.8314,5190000.0,2966.0,324375.0,,81088.0,0.0001202592,0.1,1.7904882 +1636.0,1601.72,-0.028909748,1750.2524,5200000.0,2971.0,325000.0,,81248.0,0.0001200032,0.1,1.818251 +1662.0,1602.84,-0.02943723,1750.084,5210000.0,2977.0,325625.0,,81376.0,0.0001197984,0.1,1.8546889 +1688.0,1603.88,-0.028292686,1749.9161,5220000.0,2983.0,326250.0,,81536.0,0.0001195424,0.1,1.7821999 +1694.0,1604.88,-0.030620981,1750.3347,5230000.0,2988.0,326875.0,,81696.0,0.0001192864,0.1,1.8353155 +1704.0,1605.6,-0.027961167,1750.167,5240000.0,2994.0,327500.0,,81856.0,0.0001190304,0.1,1.7989471 +1702.0,1606.14,-0.028652515,1750.0,5250000.0,3000.0,328125.0,,82016.0,0.0001187744,0.1,1.8569196 +1708.0,1607.0,-0.026424902,1749.8336,5260000.0,3006.0,328750.0,,82176.0,0.0001185184,0.1,1.7134074 +1706.0,1608.1,-0.029433357,1749.668,5270000.0,3012.0,329375.0,,82336.0,0.0001182624,0.1,1.7126272 +1686.0,1609.0,-0.029073566,1749.5029,5280000.0,3018.0,330000.0,,82496.0,0.0001180064,0.1,1.7050843 +1694.0,1610.1,-0.028527897,1749.3386,5290000.0,3024.0,330625.0,,82656.0,0.0001177504,0.1,1.8039155 +1696.0,1611.3,-0.0277084,1749.7524,5300000.0,3029.0,331250.0,,82784.0,0.0001175456,0.1,1.7842855 +1688.0,1612.68,-0.027697481,1749.5881,5310000.0,3035.0,331875.0,,82944.0,0.0001172896,0.1,1.7187316 +1670.0,1613.88,-0.024980884,1750.0,5320000.0,3040.0,332500.0,,83104.0,0.0001170336,0.1,1.7625365 +1672.0,1615.14,-0.02801076,1749.8358,5330000.0,3046.0,333125.0,,83264.0,0.0001167776,0.1,1.7636201 +1676.0,1616.6,-0.026317505,1749.6724,5340000.0,3052.0,333750.0,,83424.0,0.0001165216,0.1,1.7338278 +1688.0,1618.28,-0.028682686,1750.0818,5350000.0,3057.0,334375.0,,83584.0,0.0001162656,0.1,1.7710547 +1684.0,1620.1,-0.026733965,1749.9183,5360000.0,3063.0,335000.0,,83744.0,0.0001160096,0.1,1.7444639 +1690.0,1621.8,-0.026327925,1749.7556,5370000.0,3069.0,335625.0,,83904.0,0.0001157536,0.1,1.6249866 +1682.0,1623.5,-0.030840969,1750.1626,5380000.0,3074.0,336250.0,,84032.0,0.0001155488,0.1,1.794891 +1692.0,1625.22,-0.025908642,1750.5684,5390000.0,3079.0,336875.0,,84192.0,0.0001152928,0.1,1.6788112 +1672.0,1626.86,-0.02896586,1750.4052,5400000.0,3085.0,337500.0,,84352.0,0.0001150368,0.1,1.7554077 +1670.0,1628.54,-0.028517507,1750.2427,5410000.0,3091.0,338125.0,,84512.0,0.0001147808,0.1,1.7985287 +1670.0,1630.2,-0.025186623,1750.646,5420000.0,3096.0,338750.0,,84672.0,0.0001145248,0.1,1.7379389 +1654.0,1631.78,-0.02747898,1750.4835,5430000.0,3102.0,339375.0,,84832.0,0.0001142688,0.1,1.6919944 +1644.0,1633.34,-0.027701296,1749.7588,5440000.0,3109.0,340000.0,,84992.0,0.0001140128,0.1,1.8495789 +1662.0,1634.92,-0.029084072,1750.1605,5450000.0,3114.0,340625.0,,85152.0,0.0001137568,0.1,1.7647909 +1664.0,1636.52,-0.025457311,1750.0,5460000.0,3120.0,341250.0,,85312.0,0.0001135008,0.1,1.7443836 +1646.0,1637.78,-0.029361192,1750.4,5470000.0,3125.0,341875.0,,85440.0,0.000113296,0.1,1.8522675 +1642.0,1638.76,-0.027969701,1750.2395,5480000.0,3131.0,342500.0,,85600.0,0.00011304,0.1,1.7010512 +1652.0,1639.94,-0.02724207,1750.6377,5490000.0,3136.0,343125.0,,85760.0,0.000112784,0.1,1.7382371 +1660.0,1640.82,-0.028230855,1751.5924,5500000.0,3140.0,343750.0,,85920.0,0.000112528,0.1,1.7709932 +1666.0,1641.78,-0.02414209,1751.9873,5510000.0,3145.0,344375.0,,86080.0,0.000112272,0.1,1.7066913 +1678.0,1642.84,-0.027671821,1752.381,5520000.0,3150.0,345000.0,,86240.0,0.000112016,0.1,1.6540873 +1684.0,1643.84,-0.028110668,1752.7733,5530000.0,3155.0,345625.0,,86400.0,0.00011176,0.1,1.7314091 +1716.0,1645.08,-0.028985133,1753.1646,5540000.0,3160.0,346250.0,,86560.0,0.000111504,0.1,1.7475216 +1696.0,1645.9,-0.026753327,1753.5544,5550000.0,3165.0,346875.0,,86688.0,0.0001112992,0.1,1.6407471 +1692.0,1646.72,-0.026200935,1753.9432,5560000.0,3170.0,347500.0,,86848.0,0.0001110432,0.1,1.6495516 +1662.0,1647.32,-0.020626213,1754.3307,5570000.0,3175.0,348125.0,,87008.0,0.0001107872,0.1,1.5707221 +1662.0,1647.94,-0.028893352,1754.1654,5580000.0,3181.0,348750.0,,87168.0,0.0001105312,0.1,1.5935977 +1660.0,1648.26,-0.024373475,1754.5511,5590000.0,3186.0,349375.0,,87328.0,0.0001102752,0.1,1.6994431 +1636.0,1648.32,-0.026522273,1754.9358,5600000.0,3191.0,350000.0,,87488.0,0.0001100192,0.1,1.7199678 +1614.0,1648.2,-0.029026896,1755.3191,5610000.0,3196.0,350625.0,,87648.0,0.0001097632,0.1,1.7615666 +1626.0,1647.88,-0.027705956,1756.25,5620000.0,3200.0,351250.0,,87808.0,0.0001095072,0.1,1.7361927 +1644.0,1647.88,-0.029003248,1756.6302,5630000.0,3205.0,351875.0,,87968.0,0.0001092512,0.1,1.7828127 +1618.0,1647.46,-0.029266112,1757.0094,5640000.0,3210.0,352500.0,,88096.0,0.0001090464,0.1,1.7539165 +1600.0,1646.78,-0.028630689,1757.3872,5650000.0,3215.0,353125.0,,88256.0,0.0001087904,0.1,1.6917669 +1564.0,1645.86,-0.025924224,1757.7639,5660000.0,3220.0,353750.0,,88416.0,0.0001085344,0.1,1.7936013 +1582.0,1645.3,-0.026381949,1758.1395,5670000.0,3225.0,354375.0,,88576.0,0.0001082784,0.1,1.7923723 +1598.0,1645.04,-0.025376048,1758.5139,5680000.0,3230.0,355000.0,,88736.0,0.0001080224,0.1,1.695221 +1566.0,1644.24,-0.026316881,1758.8872,5690000.0,3235.0,355625.0,,88896.0,0.0001077664,0.1,1.7045865 +1580.0,1643.98,-0.02605633,1759.2593,5700000.0,3240.0,356250.0,,89056.0,0.0001075104,0.1,1.6552038 +1596.0,1644.0,-0.026404543,1759.6302,5710000.0,3245.0,356875.0,,89216.0,0.0001072544,0.1,1.7942724 +1610.0,1644.46,-0.022909725,1760.0,5720000.0,3250.0,357500.0,,89344.0,0.0001070496,0.1,1.6073391 +1642.0,1645.26,-0.023737887,1760.3687,5730000.0,3255.0,358125.0,,89504.0,0.0001067936,0.1,1.6235201 +1660.0,1646.3,-0.02582945,1760.7362,5740000.0,3260.0,358750.0,,89664.0,0.0001065376,0.1,1.7275934 +1672.0,1647.66,-0.023412492,1761.1027,5750000.0,3265.0,359375.0,,89824.0,0.0001062816,0.1,1.6455176 +1686.0,1649.02,-0.027944857,1762.0067,5760000.0,3269.0,360000.0,,89984.0,0.0001060256,0.1,1.6816598 +1692.0,1650.28,-0.026775228,1762.3702,5770000.0,3274.0,360625.0,,90144.0,0.0001057696,0.1,1.7561936 +1680.0,1651.12,-0.02876317,1762.7325,5780000.0,3279.0,361250.0,,90304.0,0.0001055136,0.1,1.7564654 +1688.0,1651.74,-0.028358737,1762.5571,5790000.0,3285.0,361875.0,,90464.0,0.0001052576,0.1,1.7911111 +1684.0,1652.14,-0.026818579,1762.918,5800000.0,3290.0,362500.0,,90624.0,0.0001050016,0.1,1.7148218 +1674.0,1652.12,-0.028894104,1763.813,5810000.0,3294.0,363125.0,,90752.0,0.0001047968,0.1,1.7576754 +1682.0,1651.98,-0.025280299,1764.171,5820000.0,3299.0,363750.0,,90912.0,0.0001045408,0.1,1.7811177 +1666.0,1651.78,-0.028434196,1764.5278,5830000.0,3304.0,364375.0,,91072.0,0.0001042848,0.1,1.7218263 +1664.0,1651.66,-0.03020299,1764.8837,5840000.0,3309.0,365000.0,,91232.0,0.0001040288,0.1,1.8539809 +1656.0,1651.52,-0.027277458,1765.2384,5850000.0,3314.0,365625.0,,91392.0,0.0001037728,0.1,1.7141483 +1656.0,1651.38,-0.026097178,1765.592,5860000.0,3319.0,366250.0,,91552.0,0.0001035168,0.1,1.7338841 +1644.0,1651.16,-0.024488794,1765.9447,5870000.0,3324.0,366875.0,,91712.0,0.0001032608,0.1,1.7452381 +1638.0,1650.98,-0.026740968,1766.8269,5880000.0,3328.0,367500.0,,91872.0,0.0001030048,0.1,1.6764787 +1638.0,1650.84,-0.030514346,1767.1768,5890000.0,3333.0,368125.0,,92000.0,0.0001028,0.1,1.7494525 +1660.0,1650.78,-0.025666662,1767.5255,5900000.0,3338.0,368750.0,,92160.0,0.000102544,0.1,1.6716046 +1670.0,1650.78,-0.024776652,1768.4021,5910000.0,3342.0,369375.0,,92320.0,0.000102288,0.1,1.6581036 +1666.0,1650.68,-0.022963768,1768.7482,5920000.0,3347.0,370000.0,,92480.0,0.000102032,0.1,1.7123797 +1666.0,1650.54,-0.026317814,1768.5654,5930000.0,3353.0,370625.0,,92640.0,0.000101776,0.1,1.6295813 +1660.0,1650.46,-0.025851805,1769.437,5940000.0,3357.0,371250.0,,92800.0,0.00010152,0.1,1.7555344 +1660.0,1650.26,-0.026610784,1769.7799,5950000.0,3362.0,371875.0,,92960.0,0.000101264,0.1,1.7611703 +1652.0,1650.24,-0.026235947,1769.5962,5960000.0,3368.0,372500.0,,93120.0,0.000101008,0.1,1.6418912 +1642.0,1650.34,-0.026912859,1770.4626,5970000.0,3372.0,373125.0,,93280.0,0.000100752,0.1,1.8034427 +1654.0,1650.46,-0.02741519,1770.8025,5980000.0,3377.0,373750.0,,93408.0,0.0001005472,0.1,1.8777202 +1654.0,1650.86,-0.029604148,1771.1414,5990000.0,3382.0,374375.0,,93568.0,0.0001002912,0.1,1.8029493 +1656.0,1651.22,-0.028219566,1771.4791,6000000.0,3387.0,375000.0,,93728.0,0.0001000352,0.1,1.8602824 +1656.0,1651.64,-0.027047308,1771.816,6010000.0,3392.0,375625.0,,93888.0,9.97792e-05,0.1,1.7018573 +1668.0,1652.4,-0.027805695,1772.6737,6020000.0,3396.0,376250.0,,94048.0,9.95232e-05,0.1,1.8364024 +1662.0,1653.0,-0.028391467,1773.0079,6030000.0,3401.0,376875.0,,94208.0,9.92672e-05,0.1,1.789876 +1660.0,1653.48,-0.023935385,1772.8207,6040000.0,3407.0,377500.0,,94368.0,9.90112e-05,0.1,1.6525683 +1654.0,1653.8,-0.024910666,1773.1536,6050000.0,3412.0,378125.0,,94528.0,9.87552e-05,0.1,1.6161582 +1654.0,1654.22,-0.028847147,1774.0046,6060000.0,3416.0,378750.0,,94656.0,9.85504e-05,0.1,1.6926599 +1666.0,1654.78,-0.025982415,1774.335,6070000.0,3421.0,379375.0,,94816.0,9.82944e-05,0.1,1.7240295 +1684.0,1655.3,-0.026151814,1774.6643,6080000.0,3426.0,380000.0,,94976.0,9.80384e-05,0.1,1.6523254 +1678.0,1655.62,-0.026873248,1774.9927,6090000.0,3431.0,380625.0,,95136.0,9.77824e-05,0.1,1.6365728 +1706.0,1656.12,-0.02698227,1775.3202,6100000.0,3436.0,381250.0,,95296.0,9.75264e-05,0.1,1.7080872 +1716.0,1656.78,-0.029151002,1775.6466,6110000.0,3441.0,381875.0,,95456.0,9.72704e-05,0.1,1.7622356 +1718.0,1657.72,-0.02786945,1775.9722,6120000.0,3446.0,382500.0,,95616.0,9.70144e-05,0.1,1.7584527 +1720.0,1658.74,-0.027876383,1776.2968,6130000.0,3451.0,383125.0,,95776.0,9.67584e-05,0.1,1.8243239 +1730.0,1659.94,-0.027936302,1776.6204,6140000.0,3456.0,383750.0,,95936.0,9.65024e-05,0.1,1.7621818 +1736.0,1661.52,-0.028201135,1777.4567,6150000.0,3460.0,384375.0,,96064.0,9.62976e-05,0.1,1.7294663 +1722.0,1663.04,-0.026256384,1777.7778,6160000.0,3465.0,385000.0,,96224.0,9.60416e-05,0.1,1.8170006 +1712.0,1664.38,-0.027713384,1778.098,6170000.0,3470.0,385625.0,,96384.0,9.57856e-05,0.1,1.7233498 +1702.0,1665.4,-0.028003432,1778.4172,6180000.0,3475.0,386250.0,,96544.0,9.55296e-05,0.1,1.8064384 +1682.0,1665.92,-0.026758144,1778.7356,6190000.0,3480.0,386875.0,,96704.0,9.52736e-05,0.1,1.748112 +1684.0,1666.4,-0.023680948,1779.0531,6200000.0,3485.0,387500.0,,96864.0,9.50176e-05,0.1,1.6957147 +1666.0,1666.44,-0.026607754,1779.3696,6210000.0,3490.0,388125.0,,97024.0,9.47616e-05,0.1,1.6662068 +1672.0,1666.28,-0.02334935,1779.6853,6220000.0,3495.0,388750.0,,97184.0,9.45056e-05,0.1,1.6105071 +1670.0,1666.04,-0.026688343,1780.0,6230000.0,3500.0,389375.0,,97312.0,9.43008e-05,0.1,1.6769836 +1676.0,1665.76,-0.026402747,1780.3138,6240000.0,3505.0,390000.0,,97472.0,9.40448e-05,0.1,1.7790198 +1686.0,1665.6,-0.026090046,1780.6268,6250000.0,3510.0,390625.0,,97632.0,9.37888e-05,0.1,1.7559499 +1674.0,1665.26,-0.02290451,1780.4323,6260000.0,3516.0,391250.0,,97792.0,9.35328e-05,0.1,1.6700306 +1682.0,1665.02,-0.024093512,1780.7441,6270000.0,3521.0,391875.0,,97952.0,9.32768e-05,0.1,1.7315625 +1650.0,1664.66,-0.026843235,1781.055,6280000.0,3526.0,392500.0,,98112.0,9.30208e-05,0.1,1.6538393 +1644.0,1664.16,-0.024899546,1781.3651,6290000.0,3531.0,393125.0,,98272.0,9.27648e-05,0.1,1.7256815 +1630.0,1663.5,-0.025471106,1781.1705,6300000.0,3537.0,393750.0,,98432.0,9.25088e-05,0.1,1.6767657 +1634.0,1662.96,-0.02728766,1781.4794,6310000.0,3542.0,394375.0,,98592.0,9.22528e-05,0.1,1.7917172 +1640.0,1662.66,-0.030149426,1781.7875,6320000.0,3547.0,395000.0,,98720.0,9.2048e-05,0.1,1.7418059 +1654.0,1662.48,-0.027375598,1782.0946,6330000.0,3552.0,395625.0,,98880.0,9.1792e-05,0.1,1.7600402 +1684.0,1662.56,-0.028046079,1782.4009,6340000.0,3557.0,396250.0,,99040.0,9.1536e-05,0.1,1.7168789 +1686.0,1662.54,-0.027637128,1782.7063,6350000.0,3562.0,396875.0,,99200.0,9.128e-05,0.1,1.7192273 +1698.0,1662.68,-0.025836635,1783.511,6360000.0,3566.0,397500.0,,99360.0,9.1024e-05,0.1,1.7275906 +1706.0,1662.84,-0.02603619,1783.8141,6370000.0,3571.0,398125.0,,99520.0,9.0768e-05,0.1,1.6779257 +1712.0,1663.14,-0.029127738,1784.1163,6380000.0,3576.0,398750.0,,99680.0,9.0512e-05,0.1,1.7163874 +1726.0,1663.48,-0.0268989,1784.4177,6390000.0,3581.0,399375.0,,99840.0,9.0256e-05,0.1,1.7165445 +1720.0,1663.96,-0.024437038,1784.7184,6400000.0,3586.0,400000.0,,100000.0,9e-05,0.1,1.6362653 +1726.0,1664.52,-0.025545849,1785.0181,6410000.0,3591.0,400625.0,,100128.0,8.97952e-05,0.1,1.7905407 +1712.0,1664.94,-0.026876085,1785.8136,6420000.0,3595.0,401250.0,,100288.0,8.95392e-05,0.1,1.6500145 +1720.0,1665.6,-0.02573971,1785.6151,6430000.0,3601.0,401875.0,,100448.0,8.92832e-05,0.1,1.7029166 +1730.0,1666.46,-0.026108997,1785.9124,6440000.0,3606.0,402500.0,,100608.0,8.90272e-05,0.1,1.6653309 +1732.0,1667.16,-0.024320623,1786.2089,6450000.0,3611.0,403125.0,,100768.0,8.87712e-05,0.1,1.5517659 +1740.0,1667.92,-0.025853565,1786.0105,6460000.0,3617.0,403750.0,,100928.0,8.85152e-05,0.1,1.6498771 +1746.0,1668.92,-0.024867289,1786.3059,6470000.0,3622.0,404375.0,,101088.0,8.82592e-05,0.1,1.7782371 +1726.0,1669.76,-0.029130153,1786.6005,6480000.0,3627.0,405000.0,,101248.0,8.80032e-05,0.1,1.797451 +1726.0,1670.5,-0.026689393,1787.3864,6490000.0,3631.0,405625.0,,101376.0,8.77984e-05,0.1,1.6330934 +1704.0,1670.94,-0.026079971,1787.6787,6500000.0,3636.0,406250.0,,101536.0,8.75424e-05,0.1,1.6528616 +1694.0,1671.22,-0.022729998,1787.9703,6510000.0,3641.0,406875.0,,101696.0,8.72864e-05,0.1,1.687169 +1688.0,1671.32,-0.024079308,1788.2611,6520000.0,3646.0,407500.0,,101856.0,8.70304e-05,0.1,1.6806549 +1670.0,1671.18,-0.024525436,1788.551,6530000.0,3651.0,408125.0,,102016.0,8.67744e-05,0.1,1.7093998 +1674.0,1670.76,-0.02481551,1788.8402,6540000.0,3656.0,408750.0,,102176.0,8.65184e-05,0.1,1.6556242 +1676.0,1670.56,-0.029093085,1789.1287,6550000.0,3661.0,409375.0,,102336.0,8.62624e-05,0.1,1.7537761 +1680.0,1670.44,-0.027453776,1789.4163,6560000.0,3666.0,410000.0,,102496.0,8.60064e-05,0.1,1.7767558 +1686.0,1670.68,-0.027324855,1789.7031,6570000.0,3671.0,410625.0,,102656.0,8.57504e-05,0.1,1.7159202 +1668.0,1670.74,-0.023596507,1790.4762,6580000.0,3675.0,411250.0,,102784.0,8.55456e-05,0.1,1.7193468 +1680.0,1670.94,-0.026115479,1790.7609,6590000.0,3680.0,411875.0,,102944.0,8.52896e-05,0.1,1.7900527 +1670.0,1671.28,-0.02657102,1791.0448,6600000.0,3685.0,412500.0,,103104.0,8.50336e-05,0.1,1.6980894 +1670.0,1671.84,-0.025165956,1791.3279,6610000.0,3690.0,413125.0,,103264.0,8.47776e-05,0.1,1.7052586 +1666.0,1672.24,-0.027772885,1792.0953,6620000.0,3694.0,413750.0,,103424.0,8.45216e-05,0.1,1.7599052 +1660.0,1672.4,-0.024702813,1792.3763,6630000.0,3699.0,414375.0,,103584.0,8.42656e-05,0.1,1.700445 +1674.0,1672.96,-0.024902834,1792.6566,6640000.0,3704.0,415000.0,,103744.0,8.40096e-05,0.1,1.7300093 +1688.0,1673.84,-0.027538078,1792.9362,6650000.0,3709.0,415625.0,,103904.0,8.37536e-05,0.1,1.7233884 +1692.0,1675.12,-0.025959732,1793.2148,6660000.0,3714.0,416250.0,,104032.0,8.35488e-05,0.1,1.7483013 +1700.0,1676.3,-0.027549768,1793.4929,6670000.0,3719.0,416875.0,,104192.0,8.32928e-05,0.1,1.5413313 +1686.0,1677.18,-0.025120702,1793.7701,6680000.0,3724.0,417500.0,,104352.0,8.30368e-05,0.1,1.7507981 +1704.0,1678.56,-0.024879443,1794.528,6690000.0,3728.0,418125.0,,104512.0,8.27808e-05,0.1,1.7718494 +1704.0,1679.8,-0.025195908,1794.8031,6700000.0,3733.0,418750.0,,104672.0,8.25248e-05,0.1,1.7214115 +1698.0,1680.82,-0.025858328,1795.0776,6710000.0,3738.0,419375.0,,104832.0,8.22688e-05,0.1,1.7637433 +1704.0,1681.76,-0.026301242,1795.3513,6720000.0,3743.0,420000.0,,104992.0,8.20128e-05,0.1,1.6893363 +1708.0,1682.42,-0.024722291,1795.6244,6730000.0,3748.0,420625.0,,105152.0,8.17568e-05,0.1,1.6076305 +1712.0,1682.94,-0.025501331,1795.8966,6740000.0,3753.0,421250.0,,105312.0,8.15008e-05,0.1,1.58985 +1706.0,1683.28,-0.025333736,1796.6462,6750000.0,3757.0,421875.0,,105440.0,8.1296e-05,0.1,1.6072142 +1712.0,1683.54,-0.023275593,1796.9165,6760000.0,3762.0,422500.0,,105600.0,8.104e-05,0.1,1.6411396 +1716.0,1683.78,-0.023155252,1797.186,6770000.0,3767.0,423125.0,,105760.0,8.0784e-05,0.1,1.5683521 +1704.0,1684.02,-0.02518357,1797.9316,6780000.0,3771.0,423750.0,,105920.0,8.0528e-05,0.1,1.6290334 +1682.0,1683.96,-0.025122782,1798.1991,6790000.0,3776.0,424375.0,,106080.0,8.0272e-05,0.1,1.6022154 +1666.0,1683.78,-0.022782186,1798.4661,6800000.0,3781.0,425000.0,,106240.0,8.0016e-05,0.1,1.5682333 +1676.0,1683.8,-0.025236921,1798.7322,6810000.0,3786.0,425625.0,,106400.0,7.976e-05,0.1,1.596139 +1670.0,1683.68,-0.024880014,1798.9977,6820000.0,3791.0,426250.0,,106560.0,7.9504e-05,0.1,1.4743402 +1666.0,1683.68,-0.025821628,1799.2623,6830000.0,3796.0,426875.0,,106688.0,7.92992e-05,0.1,1.6601138 +1670.0,1683.74,-0.02186857,1799.5265,6840000.0,3801.0,427500.0,,106848.0,7.90432e-05,0.1,1.6991053 +1668.0,1683.86,-0.023901476,1799.7898,6850000.0,3806.0,428125.0,,107008.0,7.87872e-05,0.1,1.484696 +1690.0,1684.2,-0.025284797,1800.0525,6860000.0,3811.0,428750.0,,107168.0,7.85312e-05,0.1,1.5007045 +1694.0,1684.7,-0.023407726,1800.3145,6870000.0,3816.0,429375.0,,107328.0,7.82752e-05,0.1,1.6530684 +1700.0,1685.32,-0.022380473,1800.5758,6880000.0,3821.0,430000.0,,107488.0,7.80192e-05,0.1,1.6494639 +1708.0,1686.02,-0.023629103,1800.8364,6890000.0,3826.0,430625.0,,107648.0,7.77632e-05,0.1,1.5928228 +1712.0,1686.54,-0.023054589,1801.0963,6900000.0,3831.0,431250.0,,107808.0,7.75072e-05,0.1,1.538584 +1706.0,1686.9,-0.02323464,1801.8253,6910000.0,3835.0,431875.0,,107968.0,7.72512e-05,0.1,1.5744356 +1690.0,1687.14,-0.025039745,1802.0834,6920000.0,3840.0,432500.0,,108096.0,7.70464e-05,0.1,1.6714493 +1684.0,1687.32,-0.024213258,1802.3407,6930000.0,3845.0,433125.0,,108256.0,7.67904e-05,0.1,1.5864749 +1680.0,1687.52,-0.025633432,1803.0657,6940000.0,3849.0,433750.0,,108416.0,7.65344e-05,0.1,1.4914925 +1678.0,1687.7,-0.024673956,1803.3212,6950000.0,3854.0,434375.0,,108576.0,7.62784e-05,0.1,1.6206613 +1678.0,1687.96,-0.024949761,1803.576,6960000.0,3859.0,435000.0,,108736.0,7.60224e-05,0.1,1.5382085 +1690.0,1688.44,-0.025382532,1803.8302,6970000.0,3864.0,435625.0,,108896.0,7.57664e-05,0.1,1.5376775 +1726.0,1689.16,-0.023674881,1804.0837,6980000.0,3869.0,436250.0,,109056.0,7.55104e-05,0.1,1.5385706 +1726.0,1689.88,-0.023985872,1804.3365,6990000.0,3874.0,436875.0,,109216.0,7.52544e-05,0.1,1.5407802 +1736.0,1690.68,-0.023416856,1805.0542,7000000.0,3878.0,437500.0,,109344.0,7.50496e-05,0.1,1.5492985 +1754.0,1691.66,-0.022754826,1805.3052,7010000.0,3883.0,438125.0,,109504.0,7.47936e-05,0.1,1.499693 +1746.0,1692.44,-0.023739269,1805.5555,7020000.0,3888.0,438750.0,,109664.0,7.45376e-05,0.1,1.46382 +1732.0,1693.14,-0.021645246,1805.8053,7030000.0,3893.0,439375.0,,109824.0,7.42816e-05,0.1,1.493476 +1726.0,1693.8,-0.021909298,1806.0544,7040000.0,3898.0,440000.0,,109984.0,7.40256e-05,0.1,1.625825 +1728.0,1694.54,-0.022274649,1806.3029,7050000.0,3903.0,440625.0,,110144.0,7.37696e-05,0.1,1.6361773 +1728.0,1695.28,-0.021977386,1806.5507,7060000.0,3908.0,441250.0,,110304.0,7.35136e-05,0.1,1.5501199 +1734.0,1695.96,-0.020847823,1806.7979,7070000.0,3913.0,441875.0,,110464.0,7.32576e-05,0.1,1.4169383 +1738.0,1696.5,-0.022128476,1807.0444,7080000.0,3918.0,442500.0,,110624.0,7.30016e-05,0.1,1.601465 +1756.0,1697.28,-0.024886254,1807.2903,7090000.0,3923.0,443125.0,,110752.0,7.27968e-05,0.1,1.3942099 +1746.0,1697.68,-0.022164451,1807.5356,7100000.0,3928.0,443750.0,,110912.0,7.25408e-05,0.1,1.4885545 +1756.0,1698.08,-0.023949211,1807.7803,7110000.0,3933.0,444375.0,,111072.0,7.22848e-05,0.1,1.5100589 +1742.0,1698.32,-0.021289375,1808.0244,7120000.0,3938.0,445000.0,,111232.0,7.20288e-05,0.1,1.5024726 +1750.0,1698.62,-0.022264222,1808.2678,7130000.0,3943.0,445625.0,,111392.0,7.17728e-05,0.1,1.5496424 +1740.0,1698.72,-0.025947766,1808.5106,7140000.0,3948.0,446250.0,,111552.0,7.15168e-05,0.1,1.5895598 +1738.0,1698.74,-0.023835741,1808.7528,7150000.0,3953.0,446875.0,,111712.0,7.12608e-05,0.1,1.5120987 +1734.0,1698.86,-0.024643797,1808.9944,7160000.0,3958.0,447500.0,,111872.0,7.10048e-05,0.1,1.6765018 +1754.0,1699.28,-0.02649902,1809.2355,7170000.0,3963.0,448125.0,,112000.0,7.08e-05,0.1,1.6946514 +1744.0,1699.7,-0.025320277,1809.4758,7180000.0,3968.0,448750.0,,112160.0,7.0544e-05,0.1,1.7189031 +1746.0,1700.34,-0.024891187,1809.7156,7190000.0,3973.0,449375.0,,112320.0,7.0288e-05,0.1,1.5547098 +1736.0,1700.86,-0.024818502,1809.4999,7200000.0,3979.0,450000.0,,112480.0,7.0032e-05,0.1,1.5015161 +1732.0,1701.52,-0.023972256,1809.739,7210000.0,3984.0,450625.0,,112640.0,6.9776e-05,0.1,1.6882279 +1732.0,1702.12,-0.025051862,1809.9774,7220000.0,3989.0,451250.0,,112800.0,6.952e-05,0.1,1.736521 +1722.0,1702.64,-0.0232846,1810.2153,7230000.0,3994.0,451875.0,,112960.0,6.9264e-05,0.1,1.7763624 +1720.0,1703.08,-0.025293661,1810.4526,7240000.0,3999.0,452500.0,,113120.0,6.9008e-05,0.1,1.7471514 +1724.0,1703.46,-0.023886357,1810.6893,7250000.0,4004.0,453125.0,,113280.0,6.8752e-05,0.1,1.5734125 +1712.0,1703.84,-0.026023202,1811.3772,7260000.0,4008.0,453750.0,,113408.0,6.85472e-05,0.1,1.8213625 +1722.0,1704.24,-0.025893467,1811.6123,7270000.0,4013.0,454375.0,,113568.0,6.82912e-05,0.1,1.7167463 +1728.0,1705.02,-0.024081634,1811.8467,7280000.0,4018.0,455000.0,,113728.0,6.80352e-05,0.1,1.5312805 +1726.0,1705.84,-0.020243818,1811.6302,7290000.0,4024.0,455625.0,,113888.0,6.77792e-05,0.1,1.5160223 +1718.0,1706.72,-0.02421107,1811.864,7300000.0,4029.0,456250.0,,114048.0,6.75232e-05,0.1,1.624003 +1720.0,1707.58,-0.02384489,1812.0972,7310000.0,4034.0,456875.0,,114208.0,6.72672e-05,0.1,1.6020057 +1738.0,1708.56,-0.02297268,1812.7786,7320000.0,4038.0,457500.0,,114368.0,6.70112e-05,0.1,1.5944864 +1730.0,1709.32,-0.024572492,1813.0101,7330000.0,4043.0,458125.0,,114528.0,6.67552e-05,0.1,1.5643406 +1724.0,1709.72,-0.024725404,1813.2411,7340000.0,4048.0,458750.0,,114656.0,6.65504e-05,0.1,1.4210062 +1718.0,1710.04,-0.024707332,1813.4716,7350000.0,4053.0,459375.0,,114816.0,6.62944e-05,0.1,1.4561825 +1726.0,1710.32,-0.02387179,1813.2545,7360000.0,4059.0,460000.0,,114976.0,6.60384e-05,0.1,1.5574535 +1738.0,1710.64,-0.023797672,1813.4843,7370000.0,4064.0,460625.0,,115136.0,6.57824e-05,0.1,1.6500868 +1736.0,1710.88,-0.023122719,1813.7135,7380000.0,4069.0,461250.0,,115296.0,6.55264e-05,0.1,1.6442974 +1732.0,1710.94,-0.022710137,1813.942,7390000.0,4074.0,461875.0,,115456.0,6.52704e-05,0.1,1.7242464 +1740.0,1711.14,-0.026190395,1814.1702,7400000.0,4079.0,462500.0,,115616.0,6.50144e-05,0.1,1.6327472 +1742.0,1711.3,-0.026277281,1814.3977,7410000.0,4084.0,463125.0,,115776.0,6.47584e-05,0.1,1.5595523 +1734.0,1711.52,-0.02537702,1814.6246,7420000.0,4089.0,463750.0,,115936.0,6.45024e-05,0.1,1.4569808 +1722.0,1711.54,-0.021590153,1814.851,7430000.0,4094.0,464375.0,,116064.0,6.42976e-05,0.1,1.5654957 +1724.0,1711.48,-0.023666728,1815.0769,7440000.0,4099.0,465000.0,,116224.0,6.40416e-05,0.1,1.5369368 +1724.0,1711.4,-0.022872733,1815.3021,7450000.0,4104.0,465625.0,,116384.0,6.37856e-05,0.1,1.5211813 +1722.0,1711.22,-0.026322706,1815.5269,7460000.0,4109.0,466250.0,,116544.0,6.35296e-05,0.1,1.6407127 +1730.0,1711.06,-0.023676584,1815.3098,7470000.0,4115.0,466875.0,,116704.0,6.32736e-05,0.1,1.6289387 +1718.0,1710.98,-0.025125207,1815.5339,7480000.0,4120.0,467500.0,,116864.0,6.30176e-05,0.1,1.5939435 +1730.0,1711.02,-0.024934368,1815.7576,7490000.0,4125.0,468125.0,,117024.0,6.27616e-05,0.1,1.4733293 +1738.0,1711.36,-0.023205388,1815.9806,7500000.0,4130.0,468750.0,,117184.0,6.25056e-05,0.1,1.5232711 +1740.0,1711.82,-0.024667725,1816.2031,7510000.0,4135.0,469375.0,,117312.0,6.23008e-05,0.1,1.4808557 +1732.0,1712.26,-0.024661664,1816.864,7520000.0,4139.0,470000.0,,117472.0,6.20448e-05,0.1,1.547133 +1740.0,1712.96,-0.020755531,1817.085,7530000.0,4144.0,470625.0,,117632.0,6.17888e-05,0.1,1.5627137 +1738.0,1713.6,-0.021478888,1817.3054,7540000.0,4149.0,471250.0,,117792.0,6.15328e-05,0.1,1.5934157 +1740.0,1714.24,-0.024127148,1817.5253,7550000.0,4154.0,471875.0,,117952.0,6.12768e-05,0.1,1.6439786 +1740.0,1714.84,-0.024647936,1818.1818,7560000.0,4158.0,472500.0,,118112.0,6.10208e-05,0.1,1.5830432 +1724.0,1715.22,-0.022770854,1818.4001,7570000.0,4163.0,473125.0,,118272.0,6.07648e-05,0.1,1.604655 +1718.0,1715.72,-0.024233457,1818.618,7580000.0,4168.0,473750.0,,118432.0,6.05088e-05,0.1,1.6393967 +1714.0,1716.06,-0.024394462,1818.8353,7590000.0,4173.0,474375.0,,118592.0,6.02528e-05,0.1,1.677724 +1700.0,1716.36,-0.024591714,1819.0521,7600000.0,4178.0,475000.0,,118720.0,6.0048e-05,0.1,1.6409032 +1696.0,1716.62,-0.020864723,1819.2684,7610000.0,4183.0,475625.0,,118880.0,5.9792e-05,0.1,1.5076377 +1684.0,1716.8,-0.022897467,1819.4843,7620000.0,4188.0,476250.0,,119040.0,5.9536e-05,0.1,1.5781386 +1682.0,1717.02,-0.025114924,1819.6995,7630000.0,4193.0,476875.0,,119200.0,5.928e-05,0.1,1.5220368 +1684.0,1717.12,-0.025378557,1819.9142,7640000.0,4198.0,477500.0,,119360.0,5.9024e-05,0.1,1.5115118 +1680.0,1717.04,-0.024048176,1820.1285,7650000.0,4203.0,478125.0,,119520.0,5.8768e-05,0.1,1.6291919 +1690.0,1717.02,-0.02189683,1820.3422,7660000.0,4208.0,478750.0,,119680.0,5.8512e-05,0.1,1.5291431 +1700.0,1717.02,-0.020018896,1820.5554,7670000.0,4213.0,479375.0,,119840.0,5.8256e-05,0.1,1.5410647 +1696.0,1717.12,-0.0210842,1820.3365,7680000.0,4219.0,480000.0,,120000.0,5.8e-05,0.1,1.5110645 +1700.0,1717.08,-0.020608813,1820.9803,7690000.0,4223.0,480625.0,,120128.0,5.77952e-05,0.1,1.5976208 +1694.0,1716.98,-0.022166668,1821.192,7700000.0,4228.0,481250.0,,120288.0,5.75392e-05,0.1,1.5314047 +1702.0,1717.02,-0.021383459,1821.4033,7710000.0,4233.0,481875.0,,120448.0,5.72832e-05,0.1,1.4660976 +1708.0,1717.06,-0.02282533,1822.044,7720000.0,4237.0,482500.0,,120608.0,5.70272e-05,0.1,1.4469669 +1698.0,1716.96,-0.022841495,1821.8242,7730000.0,4243.0,483125.0,,120768.0,5.67712e-05,0.1,1.5919428 +1708.0,1716.92,-0.025211906,1822.0339,7740000.0,4248.0,483750.0,,120928.0,5.65152e-05,0.1,1.491477 +1698.0,1716.84,-0.023084966,1822.2432,7750000.0,4253.0,484375.0,,121088.0,5.62592e-05,0.1,1.4578953 +1706.0,1716.78,-0.022332653,1822.4519,7760000.0,4258.0,485000.0,,121248.0,5.60032e-05,0.1,1.4660957 +1712.0,1716.74,-0.02473891,1822.6602,7770000.0,4263.0,485625.0,,121376.0,5.57984e-05,0.1,1.511195 +1720.0,1716.9,-0.02171035,1822.8678,7780000.0,4268.0,486250.0,,121536.0,5.55424e-05,0.1,1.5361557 +1720.0,1717.28,-0.022384223,1822.6486,7790000.0,4274.0,486875.0,,121696.0,5.52864e-05,0.1,1.4704707 +1718.0,1717.8,-0.02319127,1822.8558,7800000.0,4279.0,487500.0,,121856.0,5.50304e-05,0.1,1.5104637 +1728.0,1718.32,-0.022170557,1823.0625,7810000.0,4284.0,488125.0,,122016.0,5.47744e-05,0.1,1.3994457 +1732.0,1718.94,-0.02062478,1823.2688,7820000.0,4289.0,488750.0,,122176.0,5.45184e-05,0.1,1.39478 +1746.0,1719.74,-0.023096139,1823.8994,7830000.0,4293.0,489375.0,,122336.0,5.42624e-05,0.1,1.4938318 +1754.0,1720.58,-0.023379363,1824.1042,7840000.0,4298.0,490000.0,,122496.0,5.40064e-05,0.1,1.443856 +1744.0,1721.34,-0.022474162,1824.3086,7850000.0,4303.0,490625.0,,122656.0,5.37504e-05,0.1,1.4964591 +1736.0,1721.8,-0.022405874,1824.5126,7860000.0,4308.0,491250.0,,122784.0,5.35456e-05,0.1,1.5751046 +1748.0,1722.34,-0.020642785,1824.716,7870000.0,4313.0,491875.0,,122944.0,5.32896e-05,0.1,1.5789267 +1742.0,1722.76,-0.02342769,1824.919,7880000.0,4318.0,492500.0,,123104.0,5.30336e-05,0.1,1.3921826 +1724.0,1722.92,-0.022768758,1824.6993,7890000.0,4324.0,493125.0,,123264.0,5.27776e-05,0.1,1.5370259 +1718.0,1722.98,-0.022668647,1825.3235,7900000.0,4328.0,493750.0,,123424.0,5.25216e-05,0.1,1.4775939 +1730.0,1723.22,-0.022751162,1825.525,7910000.0,4333.0,494375.0,,123584.0,5.22656e-05,0.1,1.4801149 +1728.0,1723.6,-0.021352319,1825.7262,7920000.0,4338.0,495000.0,,123744.0,5.20096e-05,0.1,1.5240982 +1736.0,1724.12,-0.025454802,1825.9268,7930000.0,4343.0,495625.0,,123904.0,5.17536e-05,0.1,1.7444495 +1740.0,1724.72,-0.024215784,1826.127,7940000.0,4348.0,496250.0,,124032.0,5.15488e-05,0.1,1.5450125 +1750.0,1725.44,-0.024478976,1826.3267,7950000.0,4353.0,496875.0,,124192.0,5.12928e-05,0.1,1.6049869 +1730.0,1725.96,-0.024733659,1826.9452,7960000.0,4357.0,497500.0,,124352.0,5.10368e-05,0.1,1.5403725 +1734.0,1726.4,-0.022442589,1827.1436,7970000.0,4362.0,498125.0,,124512.0,5.07808e-05,0.1,1.5389533 +1720.0,1726.34,-0.022688255,1826.9231,7980000.0,4368.0,498750.0,,124672.0,5.05248e-05,0.1,1.6077732 +1710.0,1726.18,-0.020367408,1827.121,7990000.0,4373.0,499375.0,,124832.0,5.02688e-05,0.1,1.4652662 +1696.0,1725.78,-0.022363385,1827.3184,8000000.0,4378.0,500000.0,,124992.0,5.00128e-05,0.1,1.4503343 +1694.0,1725.18,-0.023057327,1827.5154,8010000.0,4383.0,500625.0,,125152.0,4.97568e-05,0.1,1.4477094 +1688.0,1724.6,-0.021996293,1828.1285,8020000.0,4387.0,501250.0,,125312.0,4.95008e-05,0.1,1.4340978 +1706.0,1724.34,-0.022254549,1828.3242,8030000.0,4392.0,501875.0,,125440.0,4.9296e-05,0.1,1.4308021 +1714.0,1724.22,-0.020255212,1828.5194,8040000.0,4397.0,502500.0,,125600.0,4.904e-05,0.1,1.5874127 +1728.0,1724.22,-0.021050053,1828.7142,8050000.0,4402.0,503125.0,,125760.0,4.8784e-05,0.1,1.5489136 +1730.0,1724.24,-0.0241794,1828.9086,8060000.0,4407.0,503750.0,,125920.0,4.8528e-05,0.1,1.5566798 +1736.0,1724.26,-0.019127473,1829.1024,8070000.0,4412.0,504375.0,,126080.0,4.8272e-05,0.1,1.3843803 +1748.0,1724.36,-0.02021813,1829.2959,8080000.0,4417.0,505000.0,,126240.0,4.8016e-05,0.1,1.4553705 +1752.0,1724.32,-0.021904929,1829.9027,8090000.0,4421.0,505625.0,,126400.0,4.776e-05,0.1,1.3882778 +1752.0,1724.38,-0.021008266,1830.0948,8100000.0,4426.0,506250.0,,126560.0,4.7504e-05,0.1,1.4667461 +1742.0,1724.24,-0.022904702,1830.2866,8110000.0,4431.0,506875.0,,126688.0,4.72992e-05,0.1,1.5227686 +1748.0,1724.3,-0.023402935,1830.0653,8120000.0,4437.0,507500.0,,126848.0,4.70432e-05,0.1,1.507082 +1742.0,1724.22,-0.02347967,1830.2566,8130000.0,4442.0,508125.0,,127008.0,4.67872e-05,0.1,1.5219332 +1718.0,1724.0,-0.02188128,1830.4475,8140000.0,4447.0,508750.0,,127168.0,4.65312e-05,0.1,1.5510864 +1720.0,1723.82,-0.02158783,1830.638,8150000.0,4452.0,509375.0,,127328.0,4.62752e-05,0.1,1.485562 +1720.0,1723.68,-0.020818671,1830.8279,8160000.0,4457.0,510000.0,,127488.0,4.60192e-05,0.1,1.4888327 +1716.0,1723.3,-0.021157797,1831.0175,8170000.0,4462.0,510625.0,,127648.0,4.57632e-05,0.1,1.5158017 +1712.0,1722.98,-0.021118421,1831.2067,8180000.0,4467.0,511250.0,,127808.0,4.55072e-05,0.1,1.4844799 +1716.0,1722.68,-0.023097536,1831.3954,8190000.0,4472.0,511875.0,,127968.0,4.52512e-05,0.1,1.5160297 +1734.0,1722.66,-0.020594202,1831.9928,8200000.0,4476.0,512500.0,,128096.0,4.50464e-05,0.1,1.4215612 +1750.0,1722.84,-0.019089527,1832.1803,8210000.0,4481.0,513125.0,,128256.0,4.47904e-05,0.1,1.3531873 +1744.0,1722.96,-0.022774344,1832.3673,8220000.0,4486.0,513750.0,,128416.0,4.45344e-05,0.1,1.4333211 +1742.0,1723.16,-0.019025594,1832.554,8230000.0,4491.0,514375.0,,128576.0,4.42784e-05,0.1,1.424558 +1748.0,1723.44,-0.022062467,1832.7402,8240000.0,4496.0,515000.0,,128736.0,4.40224e-05,0.1,1.4646204 +1746.0,1723.66,-0.022543289,1832.926,8250000.0,4501.0,515625.0,,128896.0,4.37664e-05,0.1,1.4700686 +1728.0,1723.82,-0.021222217,1833.1115,8260000.0,4506.0,516250.0,,129056.0,4.35104e-05,0.1,1.4390291 +1734.0,1723.94,-0.019348191,1833.2964,8270000.0,4511.0,516875.0,,129216.0,4.32544e-05,0.1,1.3947647 +1746.0,1724.12,-0.02030135,1833.481,8280000.0,4516.0,517500.0,,129344.0,4.30496e-05,0.1,1.4449747 +1722.0,1724.08,-0.021836814,1833.6652,8290000.0,4521.0,518125.0,,129504.0,4.27936e-05,0.1,1.2805762 +1730.0,1724.2,-0.021235174,1833.4437,8300000.0,4527.0,518750.0,,129664.0,4.25376e-05,0.1,1.41056 +1724.0,1724.24,-0.02281606,1833.6276,8310000.0,4532.0,519375.0,,129824.0,4.22816e-05,0.1,1.4433243 +1718.0,1724.04,-0.021129979,1833.8109,8320000.0,4537.0,520000.0,,129984.0,4.20256e-05,0.1,1.5042856 +1724.0,1723.98,-0.019594299,1833.9938,8330000.0,4542.0,520625.0,,130144.0,4.17696e-05,0.1,1.5833141 +1708.0,1723.82,-0.021592999,1834.5798,8340000.0,4546.0,521250.0,,130304.0,4.15136e-05,0.1,1.4761891 +1722.0,1723.86,-0.02378365,1834.7616,8350000.0,4551.0,521875.0,,130464.0,4.12576e-05,0.1,1.5754541 +1728.0,1723.88,-0.020798238,1834.943,8360000.0,4556.0,522500.0,,130624.0,4.10016e-05,0.1,1.5037115 +1722.0,1723.72,-0.022718128,1835.5264,8370000.0,4560.0,523125.0,,130752.0,4.07968e-05,0.1,1.5828214 +1734.0,1723.7,-0.022800239,1836.1086,8380000.0,4564.0,523750.0,,130912.0,4.05408e-05,0.1,1.5254658 +1722.0,1723.6,-0.021145262,1836.2881,8390000.0,4569.0,524375.0,,131072.0,4.02848e-05,0.1,1.4265715 +1730.0,1723.5,-0.02108783,1836.8685,8400000.0,4573.0,525000.0,,131232.0,4.00288e-05,0.1,1.452566 +1718.0,1723.26,-0.023476098,1837.0468,8410000.0,4578.0,525625.0,,131392.0,3.97728e-05,0.1,1.4804082 +1720.0,1723.12,-0.022897866,1837.6255,8420000.0,4582.0,526250.0,,131552.0,3.95168e-05,0.1,1.4819522 +1728.0,1723.18,-0.020762349,1837.8025,8430000.0,4587.0,526875.0,,131712.0,3.92608e-05,0.1,1.4609385 +1724.0,1723.18,-0.020849487,1838.3794,8440000.0,4591.0,527500.0,,131872.0,3.90048e-05,0.1,1.4911602 +1728.0,1723.22,-0.020103669,1838.5553,8450000.0,4596.0,528125.0,,132000.0,3.88e-05,0.1,1.5229775 +1740.0,1723.4,-0.020733802,1838.7307,8460000.0,4601.0,528750.0,,132160.0,3.8544e-05,0.1,1.5128214 +1744.0,1723.54,-0.021919426,1839.305,8470000.0,4605.0,529375.0,,132320.0,3.8288e-05,0.1,1.5470992 +1764.0,1724.0,-0.021508204,1839.4794,8480000.0,4610.0,530000.0,,132480.0,3.8032e-05,0.1,1.5295606 +1752.0,1724.22,-0.021914866,1839.6533,8490000.0,4615.0,530625.0,,132640.0,3.7776e-05,0.1,1.4822519 +1750.0,1724.34,-0.019983513,1839.8268,8500000.0,4620.0,531250.0,,132800.0,3.752e-05,0.1,1.4868021 +1754.0,1724.48,-0.021163553,1840.0,8510000.0,4625.0,531875.0,,132960.0,3.7264e-05,0.1,1.4964406 +1756.0,1724.72,-0.02066523,1840.1727,8520000.0,4630.0,532500.0,,133120.0,3.7008e-05,0.1,1.4412553 +1758.0,1724.9,-0.020800088,1840.3452,8530000.0,4635.0,533125.0,,133280.0,3.6752e-05,0.1,1.3991871 +1754.0,1725.06,-0.02223806,1840.914,8540000.0,4639.0,533750.0,,133408.0,3.65472e-05,0.1,1.4456804 +1744.0,1725.1,-0.019993247,1841.0853,8550000.0,4644.0,534375.0,,133568.0,3.62912e-05,0.1,1.4181697 +1744.0,1725.14,-0.020632984,1841.2562,8560000.0,4649.0,535000.0,,133728.0,3.60352e-05,0.1,1.4037371 +1750.0,1725.4,-0.02149049,1841.4268,8570000.0,4654.0,535625.0,,133888.0,3.57792e-05,0.1,1.4072282 +1744.0,1725.66,-0.02260864,1841.5969,8580000.0,4659.0,536250.0,,134048.0,3.55232e-05,0.1,1.4452796 +1734.0,1725.86,-0.020891698,1841.7667,8590000.0,4664.0,536875.0,,134208.0,3.52672e-05,0.1,1.5316148 +1724.0,1726.1,-0.021692231,1842.3308,8600000.0,4668.0,537500.0,,134368.0,3.50112e-05,0.1,1.4433607 +1730.0,1726.44,-0.019842986,1842.4995,8610000.0,4673.0,538125.0,,134528.0,3.47552e-05,0.1,1.5359135 +1718.0,1726.78,-0.022037819,1843.0618,8620000.0,4677.0,538750.0,,134656.0,3.45504e-05,0.1,1.535438 +1720.0,1727.16,-0.021691397,1843.2294,8630000.0,4682.0,539375.0,,134816.0,3.42944e-05,0.1,1.6101255 +1702.0,1727.34,-0.023316944,1843.79,8640000.0,4686.0,540000.0,,134976.0,3.40384e-05,0.1,1.5786464 +1706.0,1727.6,-0.020047663,1843.9565,8650000.0,4691.0,540625.0,,135136.0,3.37824e-05,0.1,1.6206342 +1722.0,1727.92,-0.020558225,1844.1227,8660000.0,4696.0,541250.0,,135296.0,3.35264e-05,0.1,1.4665141 +1722.0,1728.14,-0.021855371,1844.6809,8670000.0,4700.0,541875.0,,135456.0,3.32704e-05,0.1,1.5917984 +1742.0,1728.6,-0.02005821,1844.846,8680000.0,4705.0,542500.0,,135616.0,3.30144e-05,0.1,1.6337067 +1740.0,1729.0,-0.020723403,1845.0106,8690000.0,4710.0,543125.0,,135776.0,3.27584e-05,0.1,1.5138414 +1748.0,1729.54,-0.020041283,1845.1749,8700000.0,4715.0,543750.0,,135936.0,3.25024e-05,0.1,1.5249748 +1762.0,1730.14,-0.019304274,1845.339,8710000.0,4720.0,544375.0,,136064.0,3.22976e-05,0.1,1.487778 +1760.0,1730.66,-0.021513397,1845.5027,8720000.0,4725.0,545000.0,,136224.0,3.20416e-05,0.1,1.5571408 +1762.0,1731.3,-0.022497728,1845.666,8730000.0,4730.0,545625.0,,136384.0,3.17856e-05,0.1,1.584733 +1756.0,1731.78,-0.020768814,1846.2189,8740000.0,4734.0,546250.0,,136544.0,3.15296e-05,0.1,1.5496503 +1756.0,1732.36,-0.02137264,1846.3811,8750000.0,4739.0,546875.0,,136704.0,3.12736e-05,0.1,1.4911911 +1750.0,1732.8,-0.02133336,1846.543,8760000.0,4744.0,547500.0,,136864.0,3.10176e-05,0.1,1.4934592 +1728.0,1732.96,-0.02037649,1846.7046,8770000.0,4749.0,548125.0,,137024.0,3.07616e-05,0.1,1.4326047 +1728.0,1733.04,-0.021299068,1846.4774,8780000.0,4755.0,548750.0,,137184.0,3.05056e-05,0.1,1.5749563 +1714.0,1732.98,-0.019451113,1847.0267,8790000.0,4759.0,549375.0,,137312.0,3.03008e-05,0.1,1.4104441 +1722.0,1733.02,-0.020924758,1847.1873,8800000.0,4764.0,550000.0,,137472.0,3.00448e-05,0.1,1.5050113 +1734.0,1733.08,-0.020966385,1847.7349,8810000.0,4768.0,550625.0,,137632.0,2.97888e-05,0.1,1.5786932 +1728.0,1733.04,-0.022514176,1847.8944,8820000.0,4773.0,551250.0,,137792.0,2.95328e-05,0.1,1.4622617 +1746.0,1733.04,-0.019752022,1848.0536,8830000.0,4778.0,551875.0,,137952.0,2.92768e-05,0.1,1.4376091 +1756.0,1733.06,-0.019696563,1848.2124,8840000.0,4783.0,552500.0,,138112.0,2.90208e-05,0.1,1.4346067 +1750.0,1733.12,-0.018975556,1848.371,8850000.0,4788.0,553125.0,,138272.0,2.87648e-05,0.1,1.3383087 +1762.0,1733.38,-0.021480998,1848.529,8860000.0,4793.0,553750.0,,138432.0,2.85088e-05,0.1,1.482703 +1758.0,1733.48,-0.019119596,1848.687,8870000.0,4798.0,554375.0,,138592.0,2.82528e-05,0.1,1.4769939 +1762.0,1733.68,-0.020442843,1849.2295,8880000.0,4802.0,555000.0,,138720.0,2.8048e-05,0.1,1.5021477 +1758.0,1734.02,-0.022146022,1849.7711,8890000.0,4806.0,555625.0,,138880.0,2.7792e-05,0.1,1.5322957 +1758.0,1734.42,-0.021109411,1849.9272,8900000.0,4811.0,556250.0,,139040.0,2.7536e-05,0.1,1.4897488 +1758.0,1734.7,-0.021901127,1850.083,8910000.0,4816.0,556875.0,,139200.0,2.728e-05,0.1,1.4637189 +1770.0,1735.12,-0.019426653,1850.6224,8920000.0,4820.0,557500.0,,139360.0,2.7024e-05,0.1,1.5080929 +1768.0,1735.44,-0.021102224,1850.7772,8930000.0,4825.0,558125.0,,139520.0,2.6768e-05,0.1,1.5003488 +1770.0,1735.74,-0.020448277,1851.315,8940000.0,4829.0,558750.0,,139680.0,2.6512e-05,0.1,1.6524577 +1772.0,1735.96,-0.021584956,1851.4688,8950000.0,4834.0,559375.0,,139840.0,2.6256e-05,0.1,1.5844038 +1772.0,1736.38,-0.021132167,1851.6222,8960000.0,4839.0,560000.0,,140000.0,2.6e-05,0.1,1.5101019 +1768.0,1736.72,-0.019834308,1852.1577,8970000.0,4843.0,560625.0,,140128.0,2.57952e-05,0.1,1.5829499 +1774.0,1737.26,-0.021374123,1852.3102,8980000.0,4848.0,561250.0,,140288.0,2.55392e-05,0.1,1.4724178 +1772.0,1737.88,-0.019351045,1852.8442,8990000.0,4852.0,561875.0,,140448.0,2.52832e-05,0.1,1.4140298 +1766.0,1738.58,-0.02087093,1853.3773,9000000.0,4856.0,562500.0,,140608.0,2.50272e-05,0.1,1.5811627 +1764.0,1739.28,-0.021128893,1853.5281,9010000.0,4861.0,563125.0,,140768.0,2.47712e-05,0.1,1.6324942 +1750.0,1739.9,-0.019742813,1853.6786,9020000.0,4866.0,563750.0,,140928.0,2.45152e-05,0.1,1.684807 +1732.0,1740.16,-0.01927454,1853.8287,9030000.0,4871.0,564375.0,,141088.0,2.42592e-05,0.1,1.4968534 +1730.0,1740.32,-0.01908489,1853.9786,9040000.0,4876.0,565000.0,,141248.0,2.40032e-05,0.1,1.5087337 +1728.0,1740.32,-0.021445617,1854.5082,9050000.0,4880.0,565625.0,,141376.0,2.37984e-05,0.1,1.5561633 +1716.0,1740.18,-0.020936688,1854.6571,9060000.0,4885.0,566250.0,,141536.0,2.35424e-05,0.1,1.4202907 +1730.0,1740.12,-0.02079877,1854.8058,9070000.0,4890.0,566875.0,,141696.0,2.32864e-05,0.1,1.5196551 +1728.0,1739.92,-0.0198198,1854.954,9080000.0,4895.0,567500.0,,141856.0,2.30304e-05,0.1,1.510811 +1746.0,1739.86,-0.018120732,1855.4807,9090000.0,4899.0,568125.0,,142016.0,2.27744e-05,0.1,1.3238771 +1746.0,1739.8,-0.02094003,1855.628,9100000.0,4904.0,568750.0,,142176.0,2.25184e-05,0.1,1.4840933 +1750.0,1739.88,-0.018884031,1855.7751,9110000.0,4909.0,569375.0,,142336.0,2.22624e-05,0.1,1.4103161 +1728.0,1739.68,-0.02000561,1855.9219,9120000.0,4914.0,570000.0,,142496.0,2.20064e-05,0.1,1.4410597 +1726.0,1739.52,-0.020165987,1856.4457,9130000.0,4918.0,570625.0,,142656.0,2.17504e-05,0.1,1.4419193 +1724.0,1739.58,-0.020158371,1856.9688,9140000.0,4922.0,571250.0,,142784.0,2.15456e-05,0.1,1.5205641 +1708.0,1739.46,-0.020854758,1857.1139,9150000.0,4927.0,571875.0,,142944.0,2.12896e-05,0.1,1.6435826 +1716.0,1739.42,-0.020136358,1857.2587,9160000.0,4932.0,572500.0,,143104.0,2.10336e-05,0.1,1.4583689 +1720.0,1739.46,-0.01934346,1857.7795,9170000.0,4936.0,573125.0,,143264.0,2.07776e-05,0.1,1.3657169 +1726.0,1739.6,-0.018368635,1857.9235,9180000.0,4941.0,573750.0,,143424.0,2.05216e-05,0.1,1.4971583 +1744.0,1739.88,-0.020417713,1858.4429,9190000.0,4945.0,574375.0,,143584.0,2.02656e-05,0.1,1.6244309 +1746.0,1740.0,-0.020256512,1858.5858,9200000.0,4950.0,575000.0,,143744.0,2.00096e-05,0.1,1.5935278 +1756.0,1740.06,-0.018093823,1859.1038,9210000.0,4954.0,575625.0,,143904.0,1.97536e-05,0.1,1.4533427 +1758.0,1740.2,-0.019862456,1859.6208,9220000.0,4958.0,576250.0,,144032.0,1.95488e-05,0.1,1.559305 +1756.0,1740.34,-0.019191733,1859.7622,9230000.0,4963.0,576875.0,,144192.0,1.92928e-05,0.1,1.4785568 +1760.0,1740.46,-0.018482707,1860.2778,9240000.0,4967.0,577500.0,,144352.0,1.90368e-05,0.1,1.3593395 +1760.0,1740.6,-0.018770153,1860.7926,9250000.0,4971.0,578125.0,,144512.0,1.87808e-05,0.1,1.4852483 +1752.0,1740.84,-0.01994291,1860.9325,9260000.0,4976.0,578750.0,,144672.0,1.85248e-05,0.1,1.5771418 +1742.0,1740.92,-0.020826753,1861.4458,9270000.0,4980.0,579375.0,,144832.0,1.82688e-05,0.1,1.5923781 +1722.0,1740.68,-0.020635119,1861.5847,9280000.0,4985.0,580000.0,,144992.0,1.80128e-05,0.1,1.5797795 +1704.0,1740.5,-0.020179458,1862.0966,9290000.0,4989.0,580625.0,,145152.0,1.77568e-05,0.1,1.6392335 +1700.0,1740.2,-0.019618504,1862.6077,9300000.0,4993.0,581250.0,,145312.0,1.75008e-05,0.1,1.5192194 +1684.0,1739.8,-0.019585928,1862.7451,9310000.0,4998.0,581875.0,,145440.0,1.7296e-05,0.1,1.4928505 +1674.0,1739.36,-0.021191299,1863.2546,9320000.0,5002.0,582500.0,,145600.0,1.704e-05,0.1,1.5289049 +1668.0,1738.8,-0.020123929,1863.0192,9330000.0,5008.0,583125.0,,145760.0,1.6784e-05,0.1,1.5545738 +1680.0,1738.52,-0.01902475,1863.1558,9340000.0,5013.0,583750.0,,145920.0,1.6528e-05,0.1,1.533215 +1708.0,1738.38,-0.019022515,1863.6636,9350000.0,5017.0,584375.0,,146080.0,1.6272e-05,0.1,1.5133785 +1700.0,1738.1,-0.018484563,1863.7993,9360000.0,5022.0,585000.0,,146240.0,1.6016e-05,0.1,1.5007112 +1694.0,1737.82,-0.018112322,1863.9347,9370000.0,5027.0,585625.0,,146400.0,1.576e-05,0.1,1.392235 +1712.0,1737.6,-0.018619733,1864.07,9380000.0,5032.0,586250.0,,146560.0,1.5504e-05,0.1,1.4347305 +1730.0,1737.68,-0.018530997,1864.5751,9390000.0,5036.0,586875.0,,146688.0,1.52992e-05,0.1,1.4643769 +1730.0,1737.68,-0.018872164,1864.7094,9400000.0,5041.0,587500.0,,146848.0,1.50432e-05,0.1,1.3679554 +1736.0,1737.86,-0.019010108,1864.8434,9410000.0,5046.0,588125.0,,147008.0,1.47872e-05,0.1,1.464351 +1738.0,1738.04,-0.018739045,1865.3466,9420000.0,5050.0,588750.0,,147168.0,1.45312e-05,0.1,1.6038252 +1740.0,1738.16,-0.01963901,1865.4797,9430000.0,5055.0,589375.0,,147328.0,1.42752e-05,0.1,1.4532295 +1736.0,1738.28,-0.017972436,1865.9814,9440000.0,5059.0,590000.0,,147488.0,1.40192e-05,0.1,1.5287974 +1736.0,1738.36,-0.020694792,1866.1138,9450000.0,5064.0,590625.0,,147648.0,1.37632e-05,0.1,1.5848488 +1720.0,1738.16,-0.020280855,1866.2458,9460000.0,5069.0,591250.0,,147808.0,1.35072e-05,0.1,1.5108256 +1716.0,1737.88,-0.018809495,1866.3776,9470000.0,5074.0,591875.0,,147968.0,1.32512e-05,0.1,1.5084567 +1712.0,1737.36,-0.018720608,1866.8767,9480000.0,5078.0,592500.0,,148096.0,1.30464e-05,0.1,1.494956 +1714.0,1736.98,-0.01724983,1867.0077,9490000.0,5083.0,593125.0,,148256.0,1.27904e-05,0.1,1.4787543 +1734.0,1736.82,-0.017811326,1867.5054,9500000.0,5087.0,593750.0,,148416.0,1.25344e-05,0.1,1.456835 +1742.0,1736.7,-0.018744223,1867.6355,9510000.0,5092.0,594375.0,,148576.0,1.22784e-05,0.1,1.450376 +1754.0,1736.68,-0.017776107,1868.1318,9520000.0,5096.0,595000.0,,148736.0,1.20224e-05,0.1,1.385264 +1758.0,1736.68,-0.018515928,1868.2611,9530000.0,5101.0,595625.0,,148896.0,1.17664e-05,0.1,1.3950195 +1760.0,1736.74,-0.01862068,1868.7561,9540000.0,5105.0,596250.0,,149056.0,1.15104e-05,0.1,1.5285137 +1760.0,1736.9,-0.017375147,1868.8845,9550000.0,5110.0,596875.0,,149216.0,1.12544e-05,0.1,1.4368262 +1748.0,1736.94,-0.017250549,1869.3782,9560000.0,5114.0,597500.0,,149344.0,1.10496e-05,0.1,1.3585767 +1754.0,1736.98,-0.017797329,1869.5057,9570000.0,5119.0,598125.0,,149504.0,1.07936e-05,0.1,1.5409734 +1748.0,1737.02,-0.017933799,1869.633,9580000.0,5124.0,598750.0,,149664.0,1.05376e-05,0.1,1.4264427 +1740.0,1737.08,-0.016892377,1869.7601,9590000.0,5129.0,599375.0,,149824.0,1.02816e-05,0.1,1.4455495 +1760.0,1737.44,-0.017386686,1870.2513,9600000.0,5133.0,600000.0,,149984.0,1.00256e-05,0.1,1.4364958 +1762.0,1737.76,-0.018774347,1870.3776,9610000.0,5138.0,600625.0,,150144.0,9.7696e-06,0.1,1.425018 +1762.0,1738.2,-0.017017845,1870.5035,9620000.0,5143.0,601250.0,,150304.0,9.5136e-06,0.1,1.6274168 +1756.0,1738.56,-0.017518898,1870.9928,9630000.0,5147.0,601875.0,,150464.0,9.2576e-06,0.1,1.4722427 +1748.0,1739.02,-0.017489761,1871.118,9640000.0,5152.0,602500.0,,150624.0,9.0016e-06,0.1,1.5575194 +1742.0,1739.38,-0.019217238,1871.2429,9650000.0,5157.0,603125.0,,150752.0,8.7968e-06,0.1,1.6463361 +1752.0,1739.68,-0.018356381,1871.7302,9660000.0,5161.0,603750.0,,150912.0,8.5408e-06,0.1,1.6054415 +1742.0,1739.88,-0.019421209,1871.8545,9670000.0,5166.0,604375.0,,151072.0,8.2848e-06,0.1,1.7081652 +1734.0,1739.8,-0.018180227,1872.3405,9680000.0,5170.0,605000.0,,151232.0,8.0288e-06,0.1,1.638124 +1708.0,1739.48,-0.018854285,1872.8257,9690000.0,5174.0,605625.0,,151392.0,7.7728e-06,0.1,1.5716134 +1724.0,1739.24,-0.017377261,1872.9485,9700000.0,5179.0,606250.0,,151552.0,7.5168e-06,0.1,1.4490962 +1726.0,1738.88,-0.016136926,1873.071,9710000.0,5184.0,606875.0,,151712.0,7.2608e-06,0.1,1.4526172 +1732.0,1738.6,-0.01719246,1873.5543,9720000.0,5188.0,607500.0,,151872.0,7.0048e-06,0.1,1.5264643 +1714.0,1738.12,-0.017230507,1874.037,9730000.0,5192.0,608125.0,,152000.0,6.8e-06,0.1,1.4880737 +1728.0,1737.84,-0.016548164,1874.1582,9740000.0,5197.0,608750.0,,152160.0,6.544e-06,0.1,1.3986984 +1724.0,1737.52,-0.016994799,1874.6395,9750000.0,5201.0,609375.0,,152320.0,6.288e-06,0.1,1.5232854 +1744.0,1737.46,-0.016911978,1874.7599,9760000.0,5206.0,610000.0,,152480.0,6.032e-06,0.1,1.5835407 +1734.0,1737.52,-0.016947467,1875.2399,9770000.0,5210.0,610625.0,,152640.0,5.776e-06,0.1,1.5031536 +1734.0,1737.58,-0.016432196,1875.0,9780000.0,5216.0,611250.0,,152800.0,5.52e-06,0.1,1.4546592 +1728.0,1737.72,-0.016327497,1875.1198,9790000.0,5221.0,611875.0,,152960.0,5.264e-06,0.1,1.4762408 +1724.0,1737.74,-0.015946668,1875.5981,9800000.0,5225.0,612500.0,,153120.0,5.008e-06,0.1,1.4481518 +1720.0,1737.6,-0.017420786,1875.717,9810000.0,5230.0,613125.0,,153280.0,4.752e-06,0.1,1.5062985 +1724.0,1737.56,-0.016651383,1876.1941,9820000.0,5234.0,613750.0,,153408.0,4.5472e-06,0.1,1.5094404 +1724.0,1737.34,-0.015983146,1876.3123,9830000.0,5239.0,614375.0,,153568.0,4.2912e-06,0.1,1.5197542 +1728.0,1737.06,-0.016098473,1876.4302,9840000.0,5244.0,615000.0,,153728.0,4.0352e-06,0.1,1.4508893 +1740.0,1736.96,-0.016166667,1876.9055,9850000.0,5248.0,615625.0,,153888.0,3.7792e-06,0.1,1.4631238 +1758.0,1736.92,-0.016036484,1877.0227,9860000.0,5253.0,616250.0,,154048.0,3.5232e-06,0.1,1.3936634 +1742.0,1736.76,-0.016123852,1877.1396,9870000.0,5258.0,616875.0,,154208.0,3.2672e-06,0.1,1.5842707 +1748.0,1736.62,-0.016587142,1877.613,9880000.0,5262.0,617500.0,,154368.0,3.0112e-06,0.1,1.6208501 +1742.0,1736.46,-0.01598782,1877.7292,9890000.0,5267.0,618125.0,,154528.0,2.7552e-06,0.1,1.4813836 +1734.0,1736.22,-0.015875729,1878.2015,9900000.0,5271.0,618750.0,,154656.0,2.5504e-06,0.1,1.5247171 +1714.0,1735.78,-0.014776992,1878.3169,9910000.0,5276.0,619375.0,,154816.0,2.2944e-06,0.1,1.4464457 +1702.0,1735.1,-0.014276327,1879.1438,9920000.0,5279.0,620000.0,,154976.0,2.0384e-06,0.1,1.4277742 +1708.0,1734.5,-0.014389171,1879.9697,9930000.0,5282.0,620625.0,,155136.0,1.7824e-06,0.1,1.4349933 +1724.0,1734.04,-0.014966493,1880.7947,9940000.0,5285.0,621250.0,,155296.0,1.5264e-06,0.1,1.47523 +1732.0,1733.64,-0.014283697,1881.6188,9950000.0,5288.0,621875.0,,155456.0,1.2704e-06,0.1,1.5194216 +1736.0,1733.28,-0.014792279,1882.4419,9960000.0,5291.0,622500.0,,155616.0,1.0144e-06,0.1,1.5199354 +1748.0,1733.08,-0.01492001,1883.264,9970000.0,5294.0,623125.0,,155776.0,7.584e-07,0.1,1.564512 +1754.0,1732.88,-0.014591968,1884.0853,9980000.0,5297.0,623750.0,,155936.0,5.024e-07,0.1,1.4656827 +1738.0,1732.54,-0.014586417,1884.9056,9990000.0,5300.0,624375.0,,156064.0,2.976e-07,0.1,1.5671179 +1742.0,1732.3,-0.014302005,1885.7251,10000000.0,5303.0,625000.0,,156224.0,4.16e-08,0.1,1.516374 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_eval.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..4e7c517fb448867555a0e25739dc3965f7923769 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1732.300048828125, + "strength": 1281.2266845703125, + "max_strength": 1736.0, + "final_strength": 1704.0, + "sample_efficiency": 2.2467311566742865e-07, + "training_efficiency": 1.4392334378499072e-05, + "stability": 0.9958437085151672 + }, + "local": { + "mean_returns": [ + 37.5, + 55.0, + 58.064517974853516, + 62.068965911865234, + 58.0, + 50.0, + 50.0, + 38.0, + 54.0, + 52.0, + 72.0, + 72.0, + 70.0, + 74.0, + 64.0, + 72.0, + 82.0, + 84.0, + 104.0, + 126.0, + 128.0, + 136.0, + 114.0, + 124.0, + 116.0, + 104.0, + 110.0, + 116.0, + 92.0, + 88.0, + 76.0, + 82.0, + 84.0, + 90.0, + 108.0, + 110.0, + 114.0, + 126.0, + 126.0, + 116.0, + 126.0, + 130.0, + 124.0, + 124.0, + 112.0, + 104.0, + 96.0, + 104.0, + 108.0, + 126.0, + 142.0, + 164.0, + 170.0, + 182.0, + 198.0, + 218.0, + 226.0, + 242.0, + 234.0, + 236.0, + 226.0, + 236.0, + 240.0, + 252.0, + 246.0, + 246.0, + 262.0, + 280.0, + 304.0, + 334.0, + 338.0, + 340.0, + 318.0, + 302.0, + 314.0, + 314.0, + 328.0, + 348.0, + 356.0, + 354.0, + 362.0, + 372.0, + 358.0, + 378.0, + 386.0, + 398.0, + 388.0, + 422.0, + 432.0, + 428.0, + 430.0, + 422.0, + 366.0, + 340.0, + 338.0, + 344.0, + 354.0, + 394.0, + 406.0, + 410.0, + 432.0, + 438.0, + 432.0, + 458.0, + 466.0, + 460.0, + 464.0, + 476.0, + 466.0, + 458.0, + 470.0, + 470.0, + 480.0, + 490.0, + 504.0, + 508.0, + 490.0, + 472.0, + 468.0, + 476.0, + 474.0, + 474.0, + 504.0, + 506.0, + 486.0, + 480.0, + 512.0, + 494.0, + 494.0, + 528.0, + 560.0, + 528.0, + 554.0, + 568.0, + 552.0, + 574.0, + 568.0, + 560.0, + 562.0, + 576.0, + 542.0, + 562.0, + 560.0, + 558.0, + 584.0, + 600.0, + 604.0, + 598.0, + 602.0, + 568.0, + 574.0, + 568.0, + 578.0, + 600.0, + 608.0, + 578.0, + 578.0, + 568.0, + 564.0, + 580.0, + 590.0, + 604.0, + 608.0, + 582.0, + 578.0, + 574.0, + 582.0, + 576.0, + 570.0, + 578.0, + 590.0, + 574.0, + 592.0, + 600.0, + 596.0, + 604.0, + 606.0, + 616.0, + 604.0, + 606.0, + 576.0, + 590.0, + 606.0, + 614.0, + 604.0, + 612.0, + 616.0, + 588.0, + 584.0, + 588.0, + 594.0, + 594.0, + 612.0, + 610.0, + 602.0, + 562.0, + 548.0, + 532.0, + 536.0, + 552.0, + 584.0, + 596.0, + 616.0, + 612.0, + 584.0, + 594.0, + 620.0, + 602.0, + 630.0, + 638.0, + 598.0, + 592.0, + 604.0, + 560.0, + 558.0, + 568.0, + 580.0, + 592.0, + 604.0, + 604.0, + 606.0, + 590.0, + 576.0, + 578.0, + 568.0, + 564.0, + 558.0, + 560.0, + 578.0, + 588.0, + 606.0, + 628.0, + 668.0, + 630.0, + 654.0, + 674.0, + 660.0, + 630.0, + 688.0, + 694.0, + 668.0, + 674.0, + 712.0, + 704.0, + 736.0, + 772.0, + 812.0, + 820.0, + 850.0, + 870.0, + 868.0, + 900.0, + 922.0, + 888.0, + 922.0, + 910.0, + 850.0, + 830.0, + 856.0, + 816.0, + 808.0, + 858.0, + 894.0, + 900.0, + 942.0, + 1016.0, + 1024.0, + 1028.0, + 1038.0, + 1046.0, + 1070.0, + 1056.0, + 1102.0, + 1140.0, + 1202.0, + 1220.0, + 1248.0, + 1274.0, + 1292.0, + 1274.0, + 1292.0, + 1324.0, + 1306.0, + 1306.0, + 1286.0, + 1292.0, + 1228.0, + 1226.0, + 1234.0, + 1246.0, + 1284.0, + 1300.0, + 1330.0, + 1372.0, + 1384.0, + 1422.0, + 1414.0, + 1422.0, + 1444.0, + 1472.0, + 1438.0, + 1430.0, + 1440.0, + 1418.0, + 1438.0, + 1430.0, + 1434.0, + 1430.0, + 1424.0, + 1442.0, + 1408.0, + 1402.0, + 1400.0, + 1432.0, + 1388.0, + 1398.0, + 1428.0, + 1404.0, + 1402.0, + 1414.0, + 1436.0, + 1406.0, + 1378.0, + 1380.0, + 1396.0, + 1366.0, + 1402.0, + 1420.0, + 1380.0, + 1380.0, + 1348.0, + 1332.0, + 1308.0, + 1302.0, + 1318.0, + 1352.0, + 1414.0, + 1412.0, + 1432.0, + 1460.0, + 1480.0, + 1494.0, + 1486.0, + 1490.0, + 1526.0, + 1540.0, + 1552.0, + 1546.0, + 1558.0, + 1546.0, + 1510.0, + 1494.0, + 1476.0, + 1456.0, + 1460.0, + 1468.0, + 1472.0, + 1476.0, + 1500.0, + 1506.0, + 1514.0, + 1528.0, + 1508.0, + 1478.0, + 1434.0, + 1400.0, + 1412.0, + 1390.0, + 1422.0, + 1404.0, + 1418.0, + 1442.0, + 1440.0, + 1454.0, + 1440.0, + 1464.0, + 1500.0, + 1514.0, + 1520.0, + 1508.0, + 1486.0, + 1506.0, + 1500.0, + 1492.0, + 1486.0, + 1490.0, + 1534.0, + 1520.0, + 1538.0, + 1508.0, + 1480.0, + 1398.0, + 1352.0, + 1332.0, + 1316.0, + 1338.0, + 1346.0, + 1356.0, + 1402.0, + 1426.0, + 1432.0, + 1474.0, + 1468.0, + 1514.0, + 1524.0, + 1516.0, + 1524.0, + 1486.0, + 1460.0, + 1462.0, + 1438.0, + 1428.0, + 1422.0, + 1432.0, + 1448.0, + 1436.0, + 1466.0, + 1474.0, + 1498.0, + 1522.0, + 1550.0, + 1584.0, + 1594.0, + 1632.0, + 1648.0, + 1622.0, + 1596.0, + 1596.0, + 1584.0, + 1576.0, + 1550.0, + 1550.0, + 1546.0, + 1530.0, + 1520.0, + 1502.0, + 1520.0, + 1512.0, + 1520.0, + 1508.0, + 1502.0, + 1504.0, + 1496.0, + 1488.0, + 1504.0, + 1504.0, + 1520.0, + 1544.0, + 1534.0, + 1572.0, + 1570.0, + 1572.0, + 1584.0, + 1592.0, + 1614.0, + 1610.0, + 1602.0, + 1600.0, + 1628.0, + 1630.0, + 1626.0, + 1658.0, + 1644.0, + 1660.0, + 1668.0, + 1656.0, + 1638.0, + 1624.0, + 1646.0, + 1606.0, + 1594.0, + 1564.0, + 1562.0, + 1556.0, + 1536.0, + 1550.0, + 1566.0, + 1596.0, + 1626.0, + 1644.0, + 1676.0, + 1696.0, + 1686.0, + 1676.0, + 1670.0, + 1670.0, + 1666.0, + 1656.0, + 1652.0, + 1666.0, + 1670.0, + 1676.0, + 1680.0, + 1668.0, + 1680.0, + 1654.0, + 1632.0, + 1642.0, + 1614.0, + 1620.0, + 1614.0, + 1592.0, + 1602.0, + 1612.0, + 1622.0, + 1612.0, + 1610.0, + 1632.0, + 1646.0, + 1656.0, + 1650.0, + 1624.0, + 1618.0, + 1610.0, + 1578.0, + 1570.0, + 1578.0, + 1600.0, + 1630.0, + 1636.0, + 1662.0, + 1688.0, + 1694.0, + 1704.0, + 1702.0, + 1708.0, + 1706.0, + 1686.0, + 1694.0, + 1696.0, + 1688.0, + 1670.0, + 1672.0, + 1676.0, + 1688.0, + 1684.0, + 1690.0, + 1682.0, + 1692.0, + 1672.0, + 1670.0, + 1670.0, + 1654.0, + 1644.0, + 1662.0, + 1664.0, + 1646.0, + 1642.0, + 1652.0, + 1660.0, + 1666.0, + 1678.0, + 1684.0, + 1716.0, + 1696.0, + 1692.0, + 1662.0, + 1662.0, + 1660.0, + 1636.0, + 1614.0, + 1626.0, + 1644.0, + 1618.0, + 1600.0, + 1564.0, + 1582.0, + 1598.0, + 1566.0, + 1580.0, + 1596.0, + 1610.0, + 1642.0, + 1660.0, + 1672.0, + 1686.0, + 1692.0, + 1680.0, + 1688.0, + 1684.0, + 1674.0, + 1682.0, + 1666.0, + 1664.0, + 1656.0, + 1656.0, + 1644.0, + 1638.0, + 1638.0, + 1660.0, + 1670.0, + 1666.0, + 1666.0, + 1660.0, + 1660.0, + 1652.0, + 1642.0, + 1654.0, + 1654.0, + 1656.0, + 1656.0, + 1668.0, + 1662.0, + 1660.0, + 1654.0, + 1654.0, + 1666.0, + 1684.0, + 1678.0, + 1706.0, + 1716.0, + 1718.0, + 1720.0, + 1730.0, + 1736.0, + 1722.0, + 1712.0, + 1702.0, + 1682.0, + 1684.0, + 1666.0, + 1672.0, + 1670.0, + 1676.0, + 1686.0, + 1674.0, + 1682.0, + 1650.0, + 1644.0, + 1630.0, + 1634.0, + 1640.0, + 1654.0, + 1684.0, + 1686.0, + 1698.0, + 1706.0, + 1712.0, + 1726.0, + 1720.0, + 1726.0, + 1712.0, + 1720.0, + 1730.0, + 1732.0, + 1740.0, + 1746.0, + 1726.0, + 1726.0, + 1704.0, + 1694.0, + 1688.0, + 1670.0, + 1674.0, + 1676.0, + 1680.0, + 1686.0, + 1668.0, + 1680.0, + 1670.0, + 1670.0, + 1666.0, + 1660.0, + 1674.0, + 1688.0, + 1692.0, + 1700.0, + 1686.0, + 1704.0, + 1704.0, + 1698.0, + 1704.0, + 1708.0, + 1712.0, + 1706.0, + 1712.0, + 1716.0, + 1704.0, + 1682.0, + 1666.0, + 1676.0, + 1670.0, + 1666.0, + 1670.0, + 1668.0, + 1690.0, + 1694.0, + 1700.0, + 1708.0, + 1712.0, + 1706.0, + 1690.0, + 1684.0, + 1680.0, + 1678.0, + 1678.0, + 1690.0, + 1726.0, + 1726.0, + 1736.0, + 1754.0, + 1746.0, + 1732.0, + 1726.0, + 1728.0, + 1728.0, + 1734.0, + 1738.0, + 1756.0, + 1746.0, + 1756.0, + 1742.0, + 1750.0, + 1740.0, + 1738.0, + 1734.0, + 1754.0, + 1744.0, + 1746.0, + 1736.0, + 1732.0, + 1732.0, + 1722.0, + 1720.0, + 1724.0, + 1712.0, + 1722.0, + 1728.0, + 1726.0, + 1718.0, + 1720.0, + 1738.0, + 1730.0, + 1724.0, + 1718.0, + 1726.0, + 1738.0, + 1736.0, + 1732.0, + 1740.0, + 1742.0, + 1734.0, + 1722.0, + 1724.0, + 1724.0, + 1722.0, + 1730.0, + 1718.0, + 1730.0, + 1738.0, + 1740.0, + 1732.0, + 1740.0, + 1738.0, + 1740.0, + 1740.0, + 1724.0, + 1718.0, + 1714.0, + 1700.0, + 1696.0, + 1684.0, + 1682.0, + 1684.0, + 1680.0, + 1690.0, + 1700.0, + 1696.0, + 1700.0, + 1694.0, + 1702.0, + 1708.0, + 1698.0, + 1708.0, + 1698.0, + 1706.0, + 1712.0, + 1720.0, + 1720.0, + 1718.0, + 1728.0, + 1732.0, + 1746.0, + 1754.0, + 1744.0, + 1736.0, + 1748.0, + 1742.0, + 1724.0, + 1718.0, + 1730.0, + 1728.0, + 1736.0, + 1740.0, + 1750.0, + 1730.0, + 1734.0, + 1720.0, + 1710.0, + 1696.0, + 1694.0, + 1688.0, + 1706.0, + 1714.0, + 1728.0, + 1730.0, + 1736.0, + 1748.0, + 1752.0, + 1752.0, + 1742.0, + 1748.0, + 1742.0, + 1718.0, + 1720.0, + 1720.0, + 1716.0, + 1712.0, + 1716.0, + 1734.0, + 1750.0, + 1744.0, + 1742.0, + 1748.0, + 1746.0, + 1728.0, + 1734.0, + 1746.0, + 1722.0, + 1730.0, + 1724.0, + 1718.0, + 1724.0, + 1708.0, + 1722.0, + 1728.0, + 1722.0, + 1734.0, + 1722.0, + 1730.0, + 1718.0, + 1720.0, + 1728.0, + 1724.0, + 1728.0, + 1740.0, + 1744.0, + 1764.0, + 1752.0, + 1750.0, + 1754.0, + 1756.0, + 1758.0, + 1754.0, + 1744.0, + 1744.0, + 1750.0, + 1744.0, + 1734.0, + 1724.0, + 1730.0, + 1718.0, + 1720.0, + 1702.0, + 1706.0, + 1722.0, + 1722.0, + 1742.0, + 1740.0, + 1748.0, + 1762.0, + 1760.0, + 1762.0, + 1756.0, + 1756.0, + 1750.0, + 1728.0, + 1728.0, + 1714.0, + 1722.0, + 1734.0, + 1728.0, + 1746.0, + 1756.0, + 1750.0, + 1762.0, + 1758.0, + 1762.0, + 1758.0, + 1758.0, + 1758.0, + 1770.0, + 1768.0, + 1770.0, + 1772.0, + 1772.0, + 1768.0, + 1774.0, + 1772.0, + 1766.0, + 1764.0, + 1750.0, + 1732.0, + 1730.0, + 1728.0, + 1716.0, + 1730.0, + 1728.0, + 1746.0, + 1746.0, + 1750.0, + 1728.0, + 1726.0, + 1724.0, + 1708.0, + 1716.0, + 1720.0, + 1726.0, + 1744.0, + 1746.0, + 1756.0, + 1758.0, + 1756.0, + 1760.0, + 1760.0, + 1752.0, + 1742.0, + 1722.0, + 1704.0, + 1700.0, + 1684.0, + 1674.0, + 1668.0, + 1680.0, + 1708.0, + 1700.0, + 1694.0, + 1712.0, + 1730.0, + 1730.0, + 1736.0, + 1738.0, + 1740.0, + 1736.0, + 1736.0, + 1720.0, + 1716.0, + 1712.0, + 1714.0, + 1734.0, + 1742.0, + 1754.0, + 1758.0, + 1760.0, + 1760.0, + 1748.0, + 1754.0, + 1748.0, + 1740.0, + 1760.0, + 1762.0, + 1762.0, + 1756.0, + 1748.0, + 1742.0, + 1752.0, + 1742.0, + 1734.0, + 1708.0, + 1724.0, + 1726.0, + 1732.0, + 1714.0, + 1728.0, + 1724.0, + 1744.0, + 1734.0, + 1734.0, + 1728.0, + 1724.0, + 1720.0, + 1724.0, + 1724.0, + 1728.0, + 1740.0, + 1758.0, + 1742.0, + 1748.0, + 1742.0, + 1734.0, + 1714.0, + 1702.0, + 1708.0, + 1724.0, + 1732.0, + 1736.0, + 1748.0, + 1754.0, + 1738.0, + 1742.0 + ], + "strengths": [ + -0.5, + 17.0, + 20.064517974853516, + 24.068965911865234, + 20.0, + 12.0, + 12.0, + 0.0, + 16.0, + 14.0, + 34.0, + 34.0, + 32.0, + 36.0, + 26.0, + 34.0, + 44.0, + 46.0, + 66.0, + 88.0, + 90.0, + 98.0, + 76.0, + 86.0, + 78.0, + 66.0, + 72.0, + 78.0, + 54.0, + 50.0, + 38.0, + 44.0, + 46.0, + 52.0, + 70.0, + 72.0, + 76.0, + 88.0, + 88.0, + 78.0, + 88.0, + 92.0, + 86.0, + 86.0, + 74.0, + 66.0, + 58.0, + 66.0, + 70.0, + 88.0, + 104.0, + 126.0, + 132.0, + 144.0, + 160.0, + 180.0, + 188.0, + 204.0, + 196.0, + 198.0, + 188.0, + 198.0, + 202.0, + 214.0, + 208.0, + 208.0, + 224.0, + 242.0, + 266.0, + 296.0, + 300.0, + 302.0, + 280.0, + 264.0, + 276.0, + 276.0, + 290.0, + 310.0, + 318.0, + 316.0, + 324.0, + 334.0, + 320.0, + 340.0, + 348.0, + 360.0, + 350.0, + 384.0, + 394.0, + 390.0, + 392.0, + 384.0, + 328.0, + 302.0, + 300.0, + 306.0, + 316.0, + 356.0, + 368.0, + 372.0, + 394.0, + 400.0, + 394.0, + 420.0, + 428.0, + 422.0, + 426.0, + 438.0, + 428.0, + 420.0, + 432.0, + 432.0, + 442.0, + 452.0, + 466.0, + 470.0, + 452.0, + 434.0, + 430.0, + 438.0, + 436.0, + 436.0, + 466.0, + 468.0, + 448.0, + 442.0, + 474.0, + 456.0, + 456.0, + 490.0, + 522.0, + 490.0, + 516.0, + 530.0, + 514.0, + 536.0, + 530.0, + 522.0, + 524.0, + 538.0, + 504.0, + 524.0, + 522.0, + 520.0, + 546.0, + 562.0, + 566.0, + 560.0, + 564.0, + 530.0, + 536.0, + 530.0, + 540.0, + 562.0, + 570.0, + 540.0, + 540.0, + 530.0, + 526.0, + 542.0, + 552.0, + 566.0, + 570.0, + 544.0, + 540.0, + 536.0, + 544.0, + 538.0, + 532.0, + 540.0, + 552.0, + 536.0, + 554.0, + 562.0, + 558.0, + 566.0, + 568.0, + 578.0, + 566.0, + 568.0, + 538.0, + 552.0, + 568.0, + 576.0, + 566.0, + 574.0, + 578.0, + 550.0, + 546.0, + 550.0, + 556.0, + 556.0, + 574.0, + 572.0, + 564.0, + 524.0, + 510.0, + 494.0, + 498.0, + 514.0, + 546.0, + 558.0, + 578.0, + 574.0, + 546.0, + 556.0, + 582.0, + 564.0, + 592.0, + 600.0, + 560.0, + 554.0, + 566.0, + 522.0, + 520.0, + 530.0, + 542.0, + 554.0, + 566.0, + 566.0, + 568.0, + 552.0, + 538.0, + 540.0, + 530.0, + 526.0, + 520.0, + 522.0, + 540.0, + 550.0, + 568.0, + 590.0, + 630.0, + 592.0, + 616.0, + 636.0, + 622.0, + 592.0, + 650.0, + 656.0, + 630.0, + 636.0, + 674.0, + 666.0, + 698.0, + 734.0, + 774.0, + 782.0, + 812.0, + 832.0, + 830.0, + 862.0, + 884.0, + 850.0, + 884.0, + 872.0, + 812.0, + 792.0, + 818.0, + 778.0, + 770.0, + 820.0, + 856.0, + 862.0, + 904.0, + 978.0, + 986.0, + 990.0, + 1000.0, + 1008.0, + 1032.0, + 1018.0, + 1064.0, + 1102.0, + 1164.0, + 1182.0, + 1210.0, + 1236.0, + 1254.0, + 1236.0, + 1254.0, + 1286.0, + 1268.0, + 1268.0, + 1248.0, + 1254.0, + 1190.0, + 1188.0, + 1196.0, + 1208.0, + 1246.0, + 1262.0, + 1292.0, + 1334.0, + 1346.0, + 1384.0, + 1376.0, + 1384.0, + 1406.0, + 1434.0, + 1400.0, + 1392.0, + 1402.0, + 1380.0, + 1400.0, + 1392.0, + 1396.0, + 1392.0, + 1386.0, + 1404.0, + 1370.0, + 1364.0, + 1362.0, + 1394.0, + 1350.0, + 1360.0, + 1390.0, + 1366.0, + 1364.0, + 1376.0, + 1398.0, + 1368.0, + 1340.0, + 1342.0, + 1358.0, + 1328.0, + 1364.0, + 1382.0, + 1342.0, + 1342.0, + 1310.0, + 1294.0, + 1270.0, + 1264.0, + 1280.0, + 1314.0, + 1376.0, + 1374.0, + 1394.0, + 1422.0, + 1442.0, + 1456.0, + 1448.0, + 1452.0, + 1488.0, + 1502.0, + 1514.0, + 1508.0, + 1520.0, + 1508.0, + 1472.0, + 1456.0, + 1438.0, + 1418.0, + 1422.0, + 1430.0, + 1434.0, + 1438.0, + 1462.0, + 1468.0, + 1476.0, + 1490.0, + 1470.0, + 1440.0, + 1396.0, + 1362.0, + 1374.0, + 1352.0, + 1384.0, + 1366.0, + 1380.0, + 1404.0, + 1402.0, + 1416.0, + 1402.0, + 1426.0, + 1462.0, + 1476.0, + 1482.0, + 1470.0, + 1448.0, + 1468.0, + 1462.0, + 1454.0, + 1448.0, + 1452.0, + 1496.0, + 1482.0, + 1500.0, + 1470.0, + 1442.0, + 1360.0, + 1314.0, + 1294.0, + 1278.0, + 1300.0, + 1308.0, + 1318.0, + 1364.0, + 1388.0, + 1394.0, + 1436.0, + 1430.0, + 1476.0, + 1486.0, + 1478.0, + 1486.0, + 1448.0, + 1422.0, + 1424.0, + 1400.0, + 1390.0, + 1384.0, + 1394.0, + 1410.0, + 1398.0, + 1428.0, + 1436.0, + 1460.0, + 1484.0, + 1512.0, + 1546.0, + 1556.0, + 1594.0, + 1610.0, + 1584.0, + 1558.0, + 1558.0, + 1546.0, + 1538.0, + 1512.0, + 1512.0, + 1508.0, + 1492.0, + 1482.0, + 1464.0, + 1482.0, + 1474.0, + 1482.0, + 1470.0, + 1464.0, + 1466.0, + 1458.0, + 1450.0, + 1466.0, + 1466.0, + 1482.0, + 1506.0, + 1496.0, + 1534.0, + 1532.0, + 1534.0, + 1546.0, + 1554.0, + 1576.0, + 1572.0, + 1564.0, + 1562.0, + 1590.0, + 1592.0, + 1588.0, + 1620.0, + 1606.0, + 1622.0, + 1630.0, + 1618.0, + 1600.0, + 1586.0, + 1608.0, + 1568.0, + 1556.0, + 1526.0, + 1524.0, + 1518.0, + 1498.0, + 1512.0, + 1528.0, + 1558.0, + 1588.0, + 1606.0, + 1638.0, + 1658.0, + 1648.0, + 1638.0, + 1632.0, + 1632.0, + 1628.0, + 1618.0, + 1614.0, + 1628.0, + 1632.0, + 1638.0, + 1642.0, + 1630.0, + 1642.0, + 1616.0, + 1594.0, + 1604.0, + 1576.0, + 1582.0, + 1576.0, + 1554.0, + 1564.0, + 1574.0, + 1584.0, + 1574.0, + 1572.0, + 1594.0, + 1608.0, + 1618.0, + 1612.0, + 1586.0, + 1580.0, + 1572.0, + 1540.0, + 1532.0, + 1540.0, + 1562.0, + 1592.0, + 1598.0, + 1624.0, + 1650.0, + 1656.0, + 1666.0, + 1664.0, + 1670.0, + 1668.0, + 1648.0, + 1656.0, + 1658.0, + 1650.0, + 1632.0, + 1634.0, + 1638.0, + 1650.0, + 1646.0, + 1652.0, + 1644.0, + 1654.0, + 1634.0, + 1632.0, + 1632.0, + 1616.0, + 1606.0, + 1624.0, + 1626.0, + 1608.0, + 1604.0, + 1614.0, + 1622.0, + 1628.0, + 1640.0, + 1646.0, + 1678.0, + 1658.0, + 1654.0, + 1624.0, + 1624.0, + 1622.0, + 1598.0, + 1576.0, + 1588.0, + 1606.0, + 1580.0, + 1562.0, + 1526.0, + 1544.0, + 1560.0, + 1528.0, + 1542.0, + 1558.0, + 1572.0, + 1604.0, + 1622.0, + 1634.0, + 1648.0, + 1654.0, + 1642.0, + 1650.0, + 1646.0, + 1636.0, + 1644.0, + 1628.0, + 1626.0, + 1618.0, + 1618.0, + 1606.0, + 1600.0, + 1600.0, + 1622.0, + 1632.0, + 1628.0, + 1628.0, + 1622.0, + 1622.0, + 1614.0, + 1604.0, + 1616.0, + 1616.0, + 1618.0, + 1618.0, + 1630.0, + 1624.0, + 1622.0, + 1616.0, + 1616.0, + 1628.0, + 1646.0, + 1640.0, + 1668.0, + 1678.0, + 1680.0, + 1682.0, + 1692.0, + 1698.0, + 1684.0, + 1674.0, + 1664.0, + 1644.0, + 1646.0, + 1628.0, + 1634.0, + 1632.0, + 1638.0, + 1648.0, + 1636.0, + 1644.0, + 1612.0, + 1606.0, + 1592.0, + 1596.0, + 1602.0, + 1616.0, + 1646.0, + 1648.0, + 1660.0, + 1668.0, + 1674.0, + 1688.0, + 1682.0, + 1688.0, + 1674.0, + 1682.0, + 1692.0, + 1694.0, + 1702.0, + 1708.0, + 1688.0, + 1688.0, + 1666.0, + 1656.0, + 1650.0, + 1632.0, + 1636.0, + 1638.0, + 1642.0, + 1648.0, + 1630.0, + 1642.0, + 1632.0, + 1632.0, + 1628.0, + 1622.0, + 1636.0, + 1650.0, + 1654.0, + 1662.0, + 1648.0, + 1666.0, + 1666.0, + 1660.0, + 1666.0, + 1670.0, + 1674.0, + 1668.0, + 1674.0, + 1678.0, + 1666.0, + 1644.0, + 1628.0, + 1638.0, + 1632.0, + 1628.0, + 1632.0, + 1630.0, + 1652.0, + 1656.0, + 1662.0, + 1670.0, + 1674.0, + 1668.0, + 1652.0, + 1646.0, + 1642.0, + 1640.0, + 1640.0, + 1652.0, + 1688.0, + 1688.0, + 1698.0, + 1716.0, + 1708.0, + 1694.0, + 1688.0, + 1690.0, + 1690.0, + 1696.0, + 1700.0, + 1718.0, + 1708.0, + 1718.0, + 1704.0, + 1712.0, + 1702.0, + 1700.0, + 1696.0, + 1716.0, + 1706.0, + 1708.0, + 1698.0, + 1694.0, + 1694.0, + 1684.0, + 1682.0, + 1686.0, + 1674.0, + 1684.0, + 1690.0, + 1688.0, + 1680.0, + 1682.0, + 1700.0, + 1692.0, + 1686.0, + 1680.0, + 1688.0, + 1700.0, + 1698.0, + 1694.0, + 1702.0, + 1704.0, + 1696.0, + 1684.0, + 1686.0, + 1686.0, + 1684.0, + 1692.0, + 1680.0, + 1692.0, + 1700.0, + 1702.0, + 1694.0, + 1702.0, + 1700.0, + 1702.0, + 1702.0, + 1686.0, + 1680.0, + 1676.0, + 1662.0, + 1658.0, + 1646.0, + 1644.0, + 1646.0, + 1642.0, + 1652.0, + 1662.0, + 1658.0, + 1662.0, + 1656.0, + 1664.0, + 1670.0, + 1660.0, + 1670.0, + 1660.0, + 1668.0, + 1674.0, + 1682.0, + 1682.0, + 1680.0, + 1690.0, + 1694.0, + 1708.0, + 1716.0, + 1706.0, + 1698.0, + 1710.0, + 1704.0, + 1686.0, + 1680.0, + 1692.0, + 1690.0, + 1698.0, + 1702.0, + 1712.0, + 1692.0, + 1696.0, + 1682.0, + 1672.0, + 1658.0, + 1656.0, + 1650.0, + 1668.0, + 1676.0, + 1690.0, + 1692.0, + 1698.0, + 1710.0, + 1714.0, + 1714.0, + 1704.0, + 1710.0, + 1704.0, + 1680.0, + 1682.0, + 1682.0, + 1678.0, + 1674.0, + 1678.0, + 1696.0, + 1712.0, + 1706.0, + 1704.0, + 1710.0, + 1708.0, + 1690.0, + 1696.0, + 1708.0, + 1684.0, + 1692.0, + 1686.0, + 1680.0, + 1686.0, + 1670.0, + 1684.0, + 1690.0, + 1684.0, + 1696.0, + 1684.0, + 1692.0, + 1680.0, + 1682.0, + 1690.0, + 1686.0, + 1690.0, + 1702.0, + 1706.0, + 1726.0, + 1714.0, + 1712.0, + 1716.0, + 1718.0, + 1720.0, + 1716.0, + 1706.0, + 1706.0, + 1712.0, + 1706.0, + 1696.0, + 1686.0, + 1692.0, + 1680.0, + 1682.0, + 1664.0, + 1668.0, + 1684.0, + 1684.0, + 1704.0, + 1702.0, + 1710.0, + 1724.0, + 1722.0, + 1724.0, + 1718.0, + 1718.0, + 1712.0, + 1690.0, + 1690.0, + 1676.0, + 1684.0, + 1696.0, + 1690.0, + 1708.0, + 1718.0, + 1712.0, + 1724.0, + 1720.0, + 1724.0, + 1720.0, + 1720.0, + 1720.0, + 1732.0, + 1730.0, + 1732.0, + 1734.0, + 1734.0, + 1730.0, + 1736.0, + 1734.0, + 1728.0, + 1726.0, + 1712.0, + 1694.0, + 1692.0, + 1690.0, + 1678.0, + 1692.0, + 1690.0, + 1708.0, + 1708.0, + 1712.0, + 1690.0, + 1688.0, + 1686.0, + 1670.0, + 1678.0, + 1682.0, + 1688.0, + 1706.0, + 1708.0, + 1718.0, + 1720.0, + 1718.0, + 1722.0, + 1722.0, + 1714.0, + 1704.0, + 1684.0, + 1666.0, + 1662.0, + 1646.0, + 1636.0, + 1630.0, + 1642.0, + 1670.0, + 1662.0, + 1656.0, + 1674.0, + 1692.0, + 1692.0, + 1698.0, + 1700.0, + 1702.0, + 1698.0, + 1698.0, + 1682.0, + 1678.0, + 1674.0, + 1676.0, + 1696.0, + 1704.0, + 1716.0, + 1720.0, + 1722.0, + 1722.0, + 1710.0, + 1716.0, + 1710.0, + 1702.0, + 1722.0, + 1724.0, + 1724.0, + 1718.0, + 1710.0, + 1704.0, + 1714.0, + 1704.0, + 1696.0, + 1670.0, + 1686.0, + 1688.0, + 1694.0, + 1676.0, + 1690.0, + 1686.0, + 1706.0, + 1696.0, + 1696.0, + 1690.0, + 1686.0, + 1682.0, + 1686.0, + 1686.0, + 1690.0, + 1702.0, + 1720.0, + 1704.0, + 1710.0, + 1704.0, + 1696.0, + 1676.0, + 1664.0, + 1670.0, + 1686.0, + 1694.0, + 1698.0, + 1710.0, + 1716.0, + 1700.0, + 1704.0 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 4.8484849685337394e-05, + 4.0170561987906694e-05, + 3.414848470129073e-05, + 3.063915210077539e-05, + 2.8829115763073787e-05, + 2.7161189791513607e-05, + 2.7161189791513607e-05, + 2.5032417397596873e-05, + 2.3469256120733917e-05, + 2.057028359558899e-05, + 1.8517037460696883e-05, + 1.7040729289874434e-05, + 1.572410110384226e-05, + 1.4930215911590494e-05, + 1.4037604159966577e-05, + 1.3079784366709646e-05, + 1.2256943591637537e-05, + 1.13084061013069e-05, + 1.0342329915147275e-05, + 9.586668056726921e-06, + 8.938861356000416e-06, + 8.522804819222074e-06, + 8.117641300486866e-06, + 7.797309081070125e-06, + 7.553280738648027e-06, + 7.310284217965091e-06, + 7.0709747888031416e-06, + 6.917257451277692e-06, + 6.781773208786035e-06, + 6.682461389573291e-06, + 6.571024641743861e-06, + 6.458747520809993e-06, + 6.33701847618795e-06, + 6.182124252518406e-06, + 6.033086265233578e-06, + 5.885983682674123e-06, + 5.727638836106053e-06, + 5.580856850428972e-06, + 5.459160092868842e-06, + 5.330309704731917e-06, + 5.204376066103578e-06, + 5.0938820095325354e-06, + 4.989602985006059e-06, + 4.9042978389479686e-06, + 4.8312408580386546e-06, + 4.769129645865178e-06, + 4.700705176219344e-06, + 4.630725015886128e-06, + 4.546499894786393e-06, + 4.45223122369498e-06, + 4.345244633441325e-06, + 4.240919679432409e-06, + 4.135216386202956e-06, + 4.026646820420865e-06, + 3.91443290936877e-06, + 3.8070766095188446e-06, + 3.7004906516813207e-06, + 3.6065082440472906e-06, + 3.5188295441912487e-06, + 3.4414883884892333e-06, + 3.365531256349641e-06, + 3.2932373414951144e-06, + 3.2217722036875784e-06, + 3.1568208669341402e-06, + 3.095829924859572e-06, + 3.0341502679220866e-06, + 2.9717587040067883e-06, + 2.9077873477945104e-06, + 2.841713467205409e-06, + 2.7796372705779504e-06, + 2.7215344289288623e-06, + 2.671130005182931e-06, + 2.6263030576956226e-06, + 2.5819654183578677e-06, + 2.5399858714081347e-06, + 2.4981995920825284e-06, + 2.455956291669281e-06, + 2.4150090212060604e-06, + 2.3764948764437577e-06, + 2.3390568912873277e-06, + 2.3024570054985816e-06, + 2.269121523568174e-06, + 2.2354033717419952e-06, + 2.2025731141184224e-06, + 2.1702610411011847e-06, + 2.140323658750276e-06, + 2.1090279460622696e-06, + 2.078486659229384e-06, + 2.0496927390922792e-06, + 2.02207365873619e-06, + 1.9962003534601536e-06, + 1.9749379589484306e-06, + 1.9559731754270615e-06, + 1.9376727777853375e-06, + 1.9195329059584765e-06, + 1.9013353949048906e-06, + 1.881469870568253e-06, + 1.8616202623888967e-06, + 1.842226083681453e-06, + 1.822384092520224e-06, + 1.8029393231699942e-06, + 1.7844329249783186e-06, + 1.7653746908763424e-06, + 1.746629322951776e-06, + 1.7287748050875962e-06, + 1.7113446801886312e-06, + 1.6940127807174576e-06, + 1.677620616646891e-06, + 1.6620248288745643e-06, + 1.6464626924062031e-06, + 1.6313630339936935e-06, + 1.6163688769665896e-06, + 1.6014895436455845e-06, + 1.5866088460825267e-06, + 1.572050337017572e-06, + 1.5584511174893123e-06, + 1.5457404742846848e-06, + 1.5334635463659652e-06, + 1.5212677908493788e-06, + 1.5094252603375935e-06, + 1.4978660374254105e-06, + 1.4858150052532437e-06, + 1.4740178357897094e-06, + 1.4629968063673005e-06, + 1.4523701565849478e-06, + 1.4412382824957604e-06, + 1.4307778428701567e-06, + 1.4205493243935052e-06, + 1.4098096698944573e-06, + 1.3986501699037035e-06, + 1.3884275631426135e-06, + 1.3779150549453334e-06, + 1.3673791272594826e-06, + 1.3574037893704372e-06, + 1.3472451882989844e-06, + 1.337436060566688e-06, + 1.3279935728860437e-06, + 1.3187236618250608e-06, + 1.3094162341076299e-06, + 1.3008813084525173e-06, + 1.292188585466647e-06, + 1.2837067515647504e-06, + 1.2754271665471606e-06, + 1.2669107718465966e-06, + 1.2583299167090445e-06, + 1.2498718433562317e-06, + 1.241677978214284e-06, + 1.2335942756180884e-06, + 1.226145172950055e-06, + 1.2187502989036147e-06, + 1.2115707477278193e-06, + 1.204386990139028e-06, + 1.1970482773904223e-06, + 1.1897452623088611e-06, + 1.182951450573455e-06, + 1.1762739404730382e-06, + 1.1698291473294375e-06, + 1.1635361261141952e-06, + 1.157156475528609e-06, + 1.1507662520671147e-06, + 1.1443240737207816e-06, + 1.137946242124599e-06, + 1.131958129008126e-06, + 1.1261057579758926e-06, + 1.1203843541807146e-06, + 1.1146642009407515e-06, + 1.1090910447819624e-06, + 1.1036595424229745e-06, + 1.098224970519368e-06, + 1.0927501534752082e-06, + 1.0875097586904303e-06, + 1.082169887922646e-06, + 1.0768310403364012e-06, + 1.0716063343352289e-06, + 1.0663821967682452e-06, + 1.0612144478727714e-06, + 1.0560308965068543e-06, + 1.0510266292840242e-06, + 1.046073862198682e-06, + 1.0414444204798201e-06, + 1.0367549521106412e-06, + 1.0319928378521581e-06, + 1.0272281087964075e-06, + 1.0226079893982387e-06, + 1.0179835499002365e-06, + 1.013387873172178e-06, + 1.0090697060149978e-06, + 1.0048340755020035e-06, + 1.000617771751422e-06, + 9.964060154743493e-07, + 9.922440540321986e-07, + 9.879989875116735e-07, + 9.838199730438646e-07, + 9.797483926377026e-07, + 9.760072998687974e-07, + 9.724029723656713e-07, + 9.68945300883206e-07, + 9.654922905610874e-07, + 9.61962427936669e-07, + 9.582511211192468e-07, + 9.544990007270826e-07, + 9.506557603344845e-07, + 9.46882096286572e-07, + 9.433309742234997e-07, + 9.397522831022798e-07, + 9.360467174701625e-07, + 9.324945722255507e-07, + 9.288065143664426e-07, + 9.251106121155317e-07, + 9.216981311510608e-07, + 9.183559654957207e-07, + 9.149756010629062e-07, + 9.118876960201305e-07, + 9.088388992495311e-07, + 9.057591228156525e-07, + 9.026383622767753e-07, + 8.994783797788841e-07, + 8.962809374679637e-07, + 8.931144748203224e-07, + 8.899673957785126e-07, + 8.869377552400692e-07, + 8.840113423502771e-07, + 8.810997655928077e-07, + 8.78266689596785e-07, + 8.754784630582435e-07, + 8.727446356715518e-07, + 8.700225748725643e-07, + 8.672300282341894e-07, + 8.644101399113424e-07, + 8.615236311015906e-07, + 8.585531077187625e-07, + 8.554126225135406e-07, + 8.524905865670007e-07, + 8.494793064528494e-07, + 8.46401519538631e-07, + 8.434216169916908e-07, + 8.406122447013331e-07, + 8.37557593058591e-07, + 8.345066362380749e-07, + 8.316059734170267e-07, + 8.287061632472614e-07, + 8.256642445303441e-07, + 8.226896852647769e-07, + 8.196050202968763e-07, + 8.163975735442364e-07, + 8.13055521575734e-07, + 8.097202339740761e-07, + 8.06300477051991e-07, + 8.028417255445675e-07, + 7.99436008946941e-07, + 7.959455388117931e-07, + 7.924144256321597e-07, + 7.890641882113414e-07, + 7.856258434912888e-07, + 7.82279073519021e-07, + 7.792012866048026e-07, + 7.762339464534307e-07, + 7.732044196018251e-07, + 7.703554274485214e-07, + 7.675660071981838e-07, + 7.646281119377818e-07, + 7.615972208441235e-07, + 7.585816206301388e-07, + 7.554579610768997e-07, + 7.521233555962681e-07, + 7.488078495043737e-07, + 7.4552474416123e-07, + 7.422540875268169e-07, + 7.390027008113975e-07, + 7.357201070590236e-07, + 7.325268711610988e-07, + 7.292359214261523e-07, + 7.258768732754106e-07, + 7.223827083180367e-07, + 7.188899644461344e-07, + 7.153711294449749e-07, + 7.118345592971309e-07, + 7.083047535161313e-07, + 7.048814723020769e-07, + 7.014633638391388e-07, + 6.980143893997592e-07, + 6.946680173314235e-07, + 6.913740548952774e-07, + 6.881816716486355e-07, + 6.85022257584933e-07, + 6.820674798291293e-07, + 6.791584041820897e-07, + 6.762700195395155e-07, + 6.733926625202002e-07, + 6.704661359435704e-07, + 6.675439863101928e-07, + 6.645952908002073e-07, + 6.61595436213247e-07, + 6.586136578334845e-07, + 6.55593851206504e-07, + 6.526367428705271e-07, + 6.497068625321845e-07, + 6.46774878987344e-07, + 6.438296509259089e-07, + 6.409971433640749e-07, + 6.382215929079393e-07, + 6.354660513352428e-07, + 6.327920232251927e-07, + 6.301170287770219e-07, + 6.274942165873654e-07, + 6.248998261071392e-07, + 6.22347954504221e-07, + 6.198409892022028e-07, + 6.173352744553995e-07, + 6.149221007945016e-07, + 6.125499680820212e-07, + 6.102110319261556e-07, + 6.078471983528289e-07, + 6.055863650544779e-07, + 6.033363320057106e-07, + 6.010646416143572e-07, + 5.988592306493956e-07, + 5.966830940451473e-07, + 5.945137218077434e-07, + 5.923358799009293e-07, + 5.902296607018798e-07, + 5.881899483028974e-07, + 5.861697331965843e-07, + 5.841480401613808e-07, + 5.821925697091501e-07, + 5.80205835376546e-07, + 5.782150651612028e-07, + 5.763027957073064e-07, + 5.744106488236866e-07, + 5.725825076297042e-07, + 5.707947252631129e-07, + 5.69057021948538e-07, + 5.67343874990911e-07, + 5.656253279084922e-07, + 5.638780748995487e-07, + 5.620665888272924e-07, + 5.602762485068524e-07, + 5.584783480117039e-07, + 5.566633376474783e-07, + 5.54842074507178e-07, + 5.530225735128624e-07, + 5.512320626621658e-07, + 5.494553079188336e-07, + 5.476535989146214e-07, + 5.458542773340014e-07, + 5.4406001481766e-07, + 5.422917865871568e-07, + 5.405282763604191e-07, + 5.387969963521755e-07, + 5.371242650653585e-07, + 5.354859808903711e-07, + 5.338835080692661e-07, + 5.32318210844096e-07, + 5.307629749040643e-07, + 5.292134233059187e-07, + 5.276738761494926e-07, + 5.261442197479482e-07, + 5.246033651928883e-07, + 5.230705824033066e-07, + 5.215437113292865e-07, + 5.200167265684286e-07, + 5.185240752325626e-07, + 5.17074965955544e-07, + 5.156821885066165e-07, + 5.143344310454268e-07, + 5.129858209329541e-07, + 5.116692705087189e-07, + 5.103323132971127e-07, + 5.090232093607483e-07, + 5.077111495666031e-07, + 5.063869252808217e-07, + 5.050751497037709e-07, + 5.03760929859709e-07, + 5.024700726607989e-07, + 5.011675057176035e-07, + 4.998429403713089e-07, + 4.985167265658674e-07, + 4.971961402588931e-07, + 4.958970407642482e-07, + 4.946276703776675e-07, + 4.933509103466349e-07, + 4.920895548821136e-07, + 4.908449113827373e-07, + 4.896151040156838e-07, + 4.883913788944483e-07, + 4.871404257755785e-07, + 4.859109594690381e-07, + 4.846763204113813e-07, + 4.83475787405041e-07, + 4.823069730264251e-07, + 4.812124529962603e-07, + 4.801618729288748e-07, + 4.791338028553582e-07, + 4.781247184837412e-07, + 4.771046064888651e-07, + 4.760845513374079e-07, + 4.7506313194389804e-07, + 4.740128360936069e-07, + 4.729511715595436e-07, + 4.718920365576196e-07, + 4.7080840204216656e-07, + 4.6973673306638375e-07, + 4.6863834768373636e-07, + 4.675403886267304e-07, + 4.664560719902511e-07, + 4.653736027648847e-07, + 4.6432612066382717e-07, + 4.633043033663853e-07, + 4.6228777250689745e-07, + 4.6129480324452743e-07, + 4.6031516376388026e-07, + 4.5934584136375634e-07, + 4.583755810472212e-07, + 4.574003185098263e-07, + 4.5643938051398436e-07, + 4.554639474463329e-07, + 4.544893386082549e-07, + 4.535047821718763e-07, + 4.5251059077600075e-07, + 4.5150437699703616e-07, + 4.5048253127788485e-07, + 4.494611971495033e-07, + 4.484222699829843e-07, + 4.4738038695868454e-07, + 4.4636257712227234e-07, + 4.453683857263968e-07, + 4.4438090185394685e-07, + 4.4340757199279324e-07, + 4.4244566765883064e-07, + 4.415061596318992e-07, + 4.4057259174223873e-07, + 4.396473798351508e-07, + 4.3873768618141185e-07, + 4.378395885851205e-07, + 4.3695771978491393e-07, + 4.3607033717307786e-07, + 4.3519301584638015e-07, + 4.3431617768874275e-07, + 4.33451532444451e-07, + 4.325954421346978e-07, + 4.317431603340083e-07, + 4.3090039980597794e-07, + 4.300669900203502e-07, + 4.292291464480513e-07, + 4.283961061446462e-07, + 4.275588025848265e-07, + 4.267128019819211e-07, + 4.258773174115049e-07, + 4.25025604045004e-07, + 4.2418002976774005e-07, + 4.2333832084295864e-07, + 4.2249504872415855e-07, + 4.216524587263848e-07, + 4.208030190966383e-07, + 4.1996079858108715e-07, + 4.1912787196451973e-07, + 4.1830085706351383e-07, + 4.17464008251045e-07, + 4.1663113847789646e-07, + 4.158052604452678e-07, + 4.149678147769009e-07, + 4.141425620218797e-07, + 4.13314040770274e-07, + 4.1248642901337007e-07, + 4.1166984487972513e-07, + 4.1086704527515394e-07, + 4.1007584172803035e-07, + 4.092783001397038e-07, + 4.085050306912308e-07, + 4.07741879371315e-07, + 4.0699751480133273e-07, + 4.0625801034366305e-07, + 4.0552529867454723e-07, + 4.0480597363057313e-07, + 4.0408366430710885e-07, + 4.033574612094526e-07, + 4.026209410312731e-07, + 4.0187424588111753e-07, + 4.0112325905283797e-07, + 4.0036155724010314e-07, + 3.995949100499274e-07, + 3.9883727254164114e-07, + 3.9808841734156886e-07, + 3.9734644019517873e-07, + 3.9660852735323715e-07, + 3.9587646938343823e-07, + 3.951528242396307e-07, + 3.944348634377093e-07, + 3.937145436339051e-07, + 3.929963270365988e-07, + 3.92279332572798e-07, + 3.9156444131549506e-07, + 3.90858588161791e-07, + 3.9015128550090594e-07, + 3.89458847394053e-07, + 3.887793127432815e-07, + 3.8809903912806476e-07, + 3.874339711273933e-07, + 3.8676967051287647e-07, + 3.86111139505374e-07, + 3.8546494351976435e-07, + 3.848177243526152e-07, + 3.8416951042563596e-07, + 3.8352038700395497e-07, + 3.8287842585305043e-07, + 3.822403868980473e-07, + 3.815964930709015e-07, + 3.8095015497674467e-07, + 3.8030299265301437e-07, + 3.7966134414091357e-07, + 3.790331106756639e-07, + 3.7841019207007776e-07, + 3.7779332728860027e-07, + 3.7719178180850577e-07, + 3.765960627788445e-07, + 3.7599988900183234e-07, + 3.7539788877438696e-07, + 3.7478716308214644e-07, + 3.741769774023851e-07, + 3.7355979998210387e-07, + 3.729357445081405e-07, + 3.7231245642033173e-07, + 3.716884577897872e-07, + 3.710682108248875e-07, + 3.704487312461424e-07, + 3.6983300333304214e-07, + 3.692275640787557e-07, + 3.6862206798105035e-07, + 3.680187035115523e-07, + 3.6742105180564977e-07, + 3.6683266557702154e-07, + 3.6624626886805345e-07, + 3.656611227143003e-07, + 3.6507438494481903e-07, + 3.6449173990149575e-07, + 3.639096632923611e-07, + 3.6333307207314647e-07, + 3.627555713592301e-07, + 3.621876771831012e-07, + 3.616229662384285e-07, + 3.6106075640418567e-07, + 3.6050650464858336e-07, + 3.599580793434143e-07, + 3.5940587395089096e-07, + 3.588554022826429e-07, + 3.5831337186209566e-07, + 3.577749794203555e-07, + 3.5723553537536645e-07, + 3.566957218481548e-07, + 3.5615622095974686e-07, + 3.5561507161219197e-07, + 3.5507429174685967e-07, + 3.545253832726303e-07, + 3.5398539921516203e-07, + 3.534490815582103e-07, + 3.529246725975099e-07, + 3.524024521084357e-07, + 3.5188304536859505e-07, + 3.513734441185079e-07, + 3.508728525503102e-07, + 3.5037044199270895e-07, + 3.498643650345912e-07, + 3.493684630484495e-07, + 3.488801212370163e-07, + 3.4840485341192107e-07, + 3.479257202343433e-07, + 3.4744348909043765e-07, + 3.469729392691079e-07, + 3.464998314939294e-07, + 3.4602359733071353e-07, + 3.4554489047877723e-07, + 3.450583108133287e-07, + 3.4456823527762026e-07, + 3.4407651128276484e-07, + 3.435825419728644e-07, + 3.430887431932206e-07, + 3.426005150686251e-07, + 3.4211183219667873e-07, + 3.4162630413447914e-07, + 3.4114563618459215e-07, + 3.4066451348735427e-07, + 3.401899277832854e-07, + 3.397177863462275e-07, + 3.392497092136182e-07, + 3.387834510704124e-07, + 3.383223941000324e-07, + 3.3786477615649346e-07, + 3.374088350938109e-07, + 3.3694837497932895e-07, + 3.364868348398886e-07, + 3.3602816529310076e-07, + 3.355712010488787e-07, + 3.3511764740978833e-07, + 3.3466577065155434e-07, + 3.342177592458029e-07, + 3.33774210048432e-07, + 3.3332892712678586e-07, + 3.328852926642867e-07, + 3.3244273822674586e-07, + 3.3200180382664257e-07, + 3.315591925456829e-07, + 3.311198497613077e-07, + 3.306826386051398e-07, + 3.302486106804281e-07, + 3.2981614594973507e-07, + 3.293820327598951e-07, + 3.289447363385989e-07, + 3.2851059472704947e-07, + 3.2807065508677624e-07, + 3.276297491083824e-07, + 3.271899515766563e-07, + 3.2675126249159803e-07, + 3.2631163549012854e-07, + 3.2587209375378734e-07, + 3.2543781003369077e-07, + 3.2500767588317103e-07, + 3.245816628805187e-07, + 3.2416227213616366e-07, + 3.2374384772992926e-07, + 3.233314771478035e-07, + 3.229190213005495e-07, + 3.225085265512462e-07, + 3.2209791811510513e-07, + 3.2168625807571516e-07, + 3.212790034012869e-07, + 3.2087118029267003e-07, + 3.204726510830369e-07, + 3.200769640443468e-07, + 3.196859950094222e-07, + 3.192953386133013e-07, + 3.189045116869238e-07, + 3.1851158155404846e-07, + 3.1811268286219274e-07, + 3.177146936650388e-07, + 3.173151696955756e-07, + 3.1691510571363324e-07, + 3.16514984888272e-07, + 3.161129029649601e-07, + 3.157136632125912e-07, + 3.1531436661680345e-07, + 3.149197596030717e-07, + 3.1452464099857025e-07, + 3.141285276342387e-07, + 3.1373332376460894e-07, + 3.1333763672591886e-07, + 3.1294192126551934e-07, + 3.1255220278580964e-07, + 3.1216379170473374e-07, + 3.1178174708657025e-07, + 3.1140325518208556e-07, + 3.1102737807486847e-07, + 3.1065678740560543e-07, + 3.102864809534367e-07, + 3.099168850440037e-07, + 3.095476301950839e-07, + 3.091781763941981e-07, + 3.0881395218784746e-07, + 3.084481932091876e-07, + 3.0808581641394994e-07, + 3.0772460490879894e-07, + 3.0736538292330806e-07, + 3.0700863362653763e-07, + 3.0664989481010707e-07, + 3.062892517391447e-07, + 3.059288360418577e-07, + 3.055678803320916e-07, + 3.052110741919023e-07, + 3.0485151114589826e-07, + 3.0449308496827143e-07, + 3.041370746359462e-07, + 3.0378089377336437e-07, + 3.034250255495863e-07, + 3.0306941312119307e-07, + 3.02716188116392e-07, + 3.023628210030438e-07, + 3.0200970968508045e-07, + 3.016602079242148e-07, + 3.013164189269446e-07, + 3.009769784512173e-07, + 3.006365147939505e-07, + 3.002982964517287e-07, + 2.9996192552061984e-07, + 2.996257251197676e-07, + 2.9929094580438687e-07, + 2.9895264219703677e-07, + 2.986145375416527e-07, + 2.98276262356012e-07, + 2.979373903144733e-07, + 2.975987172249006e-07, + 2.9726231787208235e-07, + 2.969301249322598e-07, + 2.966001488857728e-07, + 2.962719349852705e-07, + 2.959450569051114e-07, + 2.956191735847824e-07, + 2.9529184075727244e-07, + 2.9495839726223494e-07, + 2.946259485270275e-07, + 2.9429256187540886e-07, + 2.939566456916509e-07, + 2.9362334430516057e-07, + 2.932937661626056e-07, + 2.929663764916768e-07, + 2.9263955525493657e-07, + 2.92313700356317e-07, + 2.919876749274408e-07, + 2.916618768722401e-07, + 2.9133360612831893e-07, + 2.9100823439875967e-07, + 2.9068195317449863e-07, + 2.9035928150733525e-07, + 2.900360698276927e-07, + 2.897157287407026e-07, + 2.893966666306369e-07, + 2.89079309823137e-07, + 2.8875916768811294e-07, + 2.884418393023225e-07, + 2.881250509290112e-07, + 2.878110763049335e-07, + 2.874987217182934e-07, + 2.87187276626355e-07, + 2.8687856001852197e-07, + 2.8657109396590386e-07, + 2.862637700218329e-07, + 2.859595156223804e-07, + 2.856542948848073e-07, + 2.853488751952682e-07, + 2.850446776392346e-07, + 2.847427538199554e-07, + 2.8444134159144596e-07, + 2.841375419393444e-07, + 2.8383604444570665e-07, + 2.8353645120660076e-07, + 2.832387622220267e-07, + 2.8294050480326405e-07, + 2.82640968407577e-07, + 2.8234259730197664e-07, + 2.8204578939039493e-07, + 2.817483846229152e-07, + 2.814514914462052e-07, + 2.8115681516283075e-07, + 2.808650094721088e-07, + 2.8057368695044715e-07, + 2.8028316023664956e-07, + 2.799937703912292e-07, + 2.797037836899108e-07, + 2.7941666758124484e-07, + 2.7912827249565453e-07, + 2.788393089758756e-07, + 2.7855077178173815e-07, + 2.782643946375174e-07, + 2.7797747748081747e-07, + 2.776916403490759e-07, + 2.774062579646852e-07, + 2.7712164296644914e-07, + 2.768404954167636e-07, + 2.7656105316964386e-07, + 2.762830604297051e-07, + 2.760080803909659e-07, + 2.757344645942794e-07, + 2.754635488599888e-07, + 2.751936563072377e-07, + 2.7492410481499974e-07, + 2.74655889143105e-07, + 2.743867355547991e-07, + 2.741166724717914e-07, + 2.738479167874175e-07, + 2.7357921794646245e-07, + 2.733121675646544e-07, + 2.7304452032694826e-07, + 2.727765604504384e-07, + 2.725109027323924e-07, + 2.7224433551964466e-07, + 2.7198004204365134e-07, + 2.7171512329005054e-07, + 2.7144994874106487e-07, + 2.711842057578906e-07, + 2.709191164740332e-07, + 2.7065499352829647e-07, + 2.703900179312768e-07, + 2.70125099177676e-07, + 2.69858645651766e-07, + 2.695916805350862e-07, + 2.69326932311742e-07, + 2.6906411676463904e-07, + 2.6880010750574e-07, + 2.685377182842785e-07, + 2.682787396679487e-07, + 2.6802135266734695e-07, + 2.6776277195494913e-07, + 2.675051291589625e-07, + 2.6724694635049673e-07, + 2.6698879196374037e-07, + 2.6672981334741053e-07, + 2.664744727098878e-07, + 2.662191889157839e-07, + 2.659666336057853e-07, + 2.657161815022846e-07, + 2.6546842946117977e-07, + 2.652215869147767e-07, + 2.6497622229726403e-07, + 2.647287544732535e-07, + 2.644807466367638e-07, + 2.642312324496743e-07, + 2.6398208774480736e-07, + 2.637326304011367e-07, + 2.6348203618908883e-07, + 2.632314988204598e-07, + 2.629815867294383e-07, + 2.627337210014957e-07, + 2.624855994781683e-07, + 2.622389843054407e-07, + 2.619964050154522e-07, + 2.617541383642674e-07, + 2.6151244014727126e-07, + 2.6127190722036175e-07, + 2.6103251116182946e-07, + 2.6079311510329717e-07, + 2.6055172952510475e-07, + 2.603086386443465e-07, + 2.6006702569247864e-07, + 2.5982623697018425e-07, + 2.59585192452505e-07, + 2.5934500058610865e-07, + 2.5910793510774965e-07, + 2.588705569905869e-07, + 2.5863209884846583e-07, + 2.5839756290224614e-07, + 2.581624301001284e-07, + 2.5792868996177276e-07, + 2.576963424871792e-07, + 2.574636823737819e-07, + 2.572337791661994e-07, + 2.5700248329485476e-07, + 2.567709032064158e-07, + 2.5654068736002955e-07, + 2.563093630669755e-07, + 2.5608019882383815e-07, + 2.558504945682216e-07, + 2.556229503625218e-07, + 2.5539563353049743e-07, + 2.551677766859939e-07, + 2.549409998664487e-07, + 2.5471416620348464e-07, + 2.5448628093727166e-07, + 2.5425836724934925e-07, + 2.54028350354929e-07, + 2.538004366670066e-07, + 2.535733187869482e-07, + 2.5334620090688986e-07, + 2.531193388222164e-07, + 2.528927609546372e-07, + 2.526672062685975e-07, + 2.524434989936708e-07, + 2.5222030330951384e-07, + 2.5199682340826257e-07, + 2.517746509056451e-07, + 2.515542973924312e-07, + 2.5133570602520194e-07, + 2.511168304408784e-07, + 2.5090000121963385e-07, + 2.5068339937206474e-07, + 2.504695828520198e-07, + 2.502556810668466e-07, + 2.5004024450936413e-07, + 2.4982526269923255e-07, + 2.4960820610431256e-07, + 2.493919168955472e-07, + 2.4917508767430263e-07, + 2.489569794761337e-07, + 2.4873961024241e-07, + 2.485224683823617e-07, + 2.4830657707752835e-07, + 2.480911689417553e-07, + 2.478770113611972e-07, + 2.4766603701209533e-07, + 2.4745554583205376e-07, + 2.4724724312363833e-07, + 2.470384004027437e-07, + 2.468285345003096e-07, + 2.466198623096716e-07, + 2.4640939955133945e-07, + 2.461981694068527e-07, + 2.4598816139587143e-07, + 2.457771586250601e-07, + 2.4556709377066e-07, + 2.4535700049455045e-07, + 2.4514787355656154e-07, + 2.449392013659235e-07, + 2.4473095550092694e-07, + 2.4452174329780973e-07, + 2.4431321321571886e-07, + 2.4410493892901286e-07, + 2.4389686359427287e-07, + 2.4368924300688377e-07, + 2.4348256033590587e-07, + 2.432756218695431e-07, + 2.4306936552420666e-07, + 2.4286424604724743e-07, + 2.4265983711302397e-07, + 2.4245753138529835e-07, + 2.4225778361142147e-07, + 2.4205866111515206e-07, + 2.4186019231819955e-07, + 2.4166357093236e-07, + 2.4146569899130554e-07, + 2.4126845232785854e-07, + 2.4106955720526457e-07, + 2.4087105998660263e-07, + 2.4067253434623126e-07, + 2.4047696456364065e-07, + 2.402820200586575e-07, + 2.4008772925299127e-07, + 2.398956553406606e-07, + 2.397030698375602e-07, + 2.3951039906933147e-07, + 2.3931744408400846e-07, + 2.3912281221782905e-07, + 2.3892837930361566e-07, + 2.3873320742495707e-07, + 2.3853820607655507e-07, + 2.3834387263832468e-07, + 2.38149453934966e-07, + 2.379554757681035e-07, + 2.3776277657816536e-07, + 2.3757159794968175e-07, + 2.3738304832932045e-07, + 2.3719687192169658e-07, + 2.3701153395450092e-07, + 2.3682832761551253e-07, + 2.366465707837051e-07, + 2.3646583713343716e-07, + 2.3628412293419387e-07, + 2.3609968025084527e-07, + 2.3591645970100217e-07, + 2.3573426233269856e-07, + 2.3555044492695743e-07, + 2.3536500748377875e-07, + 2.351799679445321e-07, + 2.3499462997733644e-07, + 2.3480943411868793e-07, + 2.3462439457944129e-07, + 2.3444017926976812e-07, + 2.3425631923146284e-07, + 2.3407453397794598e-07, + 2.338935729540026e-07, + 2.3371336510535912e-07, + 2.335332993652628e-07, + 2.3335142884661764e-07, + 2.3316906094805745e-07, + 2.329857835547955e-07, + 2.3280244931811467e-07, + 2.3261927140083571e-07, + 2.3243644875492464e-07, + 2.3225527456816053e-07, + 2.3207383037515683e-07, + 2.3189335252027377e-07, + 2.317140825880415e-07, + 2.3153307893153396e-07, + 2.313522315944283e-07, + 2.311717111069811e-07, + 2.3099218537936395e-07, + 2.3081385336354288e-07, + 2.3063648768584244e-07, + 2.304584540979704e-07, + 2.30281784752151e-07, + 2.3010628069641825e-07, + 2.2993380355273985e-07, + 2.297599905887182e-07, + 2.29586305522389e-07, + 2.2941235044982022e-07, + 2.2924055542716815e-07, + 2.2906765195784828e-07, + 2.288954874529736e-07, + 2.287216034346784e-07, + 2.2854909786929056e-07, + 2.2837690494270646e-07, + 2.2820562151082413e-07, + 2.2803510546509642e-07, + 2.2786528575124976e-07, + 2.276953807722748e-07, + 2.275258026429583e-07, + 2.273561392485135e-07, + 2.2718559478107636e-07, + 2.2701357238474884e-07, + 2.2684346845380787e-07, + 2.266730803057726e-07, + 2.2650363007414853e-07, + 2.2633527407833753e-07, + 2.2616923445184511e-07, + 2.2600465854338836e-07, + 2.258397984178373e-07, + 2.2567365931536187e-07, + 2.2550706546553556e-07, + 2.2534037213972624e-07, + 2.251728119517793e-07, + 2.2500496754673804e-07, + 2.2483902739622863e-07, + 2.2467300198059093e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0033406985457986593, + 0.0027323865797370672, + 0.0023006347473710775, + 0.00205295835621655, + 0.001926605822518468, + 0.001811060938052833, + 0.001811060938052833, + 0.001667244709096849, + 0.0015615737065672874, + 0.0013656083028763533, + 0.0012268763966858387, + 0.0011272018309682608, + 0.0010383910266682506, + 0.0009848972549661994, + 0.0009248165297321975, + 0.0008604185422882438, + 0.0008056053193286061, + 0.0007424130453728139, + 0.0006780557450838387, + 0.0006277250358834863, + 0.0005845908308401704, + 0.000556898710783571, + 0.0005299440235830843, + 0.0005086440360173583, + 0.000492547289468348, + 0.00047651425120420754, + 0.0004607217269949615, + 0.00045057671377435327, + 0.00044163488200865686, + 0.00043508067028596997, + 0.00042772683082148433, + 0.00042031845077872276, + 0.00041228762711398304, + 0.00040211837040260434, + 0.0003923317708540708, + 0.00038267092895694077, + 0.00037227070424705744, + 0.000362629332812503, + 0.00035463538370095193, + 0.000346171495039016, + 0.0003378993715159595, + 0.0003306690778117627, + 0.0003238441131543368, + 0.00031826013582758605, + 0.0003134772996418178, + 0.0003094106214120984, + 0.000304930261336267, + 0.000300347717711702, + 0.00029483222169801593, + 0.00028865886270068586, + 0.0002816731866914779, + 0.00027486024191603065, + 0.00026795637677423656, + 0.0002608644717838615, + 0.0002535337407607585, + 0.0002465197758283466, + 0.0002395556221017614, + 0.000233414612011984, + 0.00022770173382014036, + 0.00022266153246164322, + 0.00021771073807030916, + 0.00021299805666785687, + 0.0002083387807942927, + 0.00020410370780155063, + 0.0002001264365389943, + 0.00019610393792390823, + 0.0001920346840051934, + 0.0001878737093647942, + 0.0001835752191254869, + 0.0001795361313270405, + 0.0001757549907779321, + 0.00017247440700884908, + 0.00016955645696725696, + 0.00016667001182213426, + 0.00016393679834436625, + 0.00016122339002322406, + 0.00015847977192606777, + 0.0001558198273414746, + 0.00015331752365455031, + 0.00015088477812241763, + 0.00014850612205918878, + 0.00014633934188168496, + 0.00014414741599466652, + 0.0001420129556208849, + 0.00013991750893183053, + 0.0001379756722599268, + 0.0001359453599434346, + 0.00013396365102380514, + 0.00013209502503741533, + 0.0001303023746004328, + 0.00012862280709668994, + 0.0001272423833142966, + 0.00012601405614987016, + 0.00012482854072004557, + 0.0001236531970789656, + 0.00012247392442077398, + 0.00012118633458158001, + 0.00011989958147751167, + 0.00011864217231050134, + 0.00011735555017367005, + 0.00011609452485572547, + 0.00011489696044009179, + 0.00011366345279384404, + 0.00011244999768678099, + 0.00011129400081699714, + 0.00011016532516805455, + 0.0001090428268071264, + 0.00010798104631248862, + 0.00010697069956222549, + 0.00010596459469525144, + 0.00010498821211513132, + 0.00010401847248431295, + 0.00010305601608706638, + 0.0001020932977553457, + 0.0001011512940749526, + 0.00010027123062172905, + 9.944855992216617e-05, + 9.86538507277146e-05, + 9.786588634597138e-05, + 9.710060840006918e-05, + 9.635352034820244e-05, + 9.557451994623989e-05, + 9.481181768933311e-05, + 9.409919584868476e-05, + 9.341198165202513e-05, + 9.269199654227123e-05, + 9.20153470360674e-05, + 9.135485743172467e-05, + 9.066124766832218e-05, + 8.994041854748502e-05, + 8.928000897867605e-05, + 8.860076195560396e-05, + 8.791992149781436e-05, + 8.727521344553679e-05, + 8.661858009872958e-05, + 8.598557178629562e-05, + 8.5376130300574e-05, + 8.477773371851072e-05, + 8.417682693107054e-05, + 8.362572407349944e-05, + 8.306434756377712e-05, + 8.251652616309002e-05, + 8.198169234674424e-05, + 8.143149898387492e-05, + 8.087798778433353e-05, + 8.033231279114261e-05, + 7.980359805515036e-05, + 7.928193372208625e-05, + 7.880115299485624e-05, + 7.832381379557773e-05, + 7.786031346768141e-05, + 7.739648572169244e-05, + 7.69233301980421e-05, + 7.645240111742169e-05, + 7.601425750181079e-05, + 7.55835571908392e-05, + 7.516780897276476e-05, + 7.47617959859781e-05, + 7.435015140799806e-05, + 7.393778651021421e-05, + 7.352200918830931e-05, + 7.311092485906556e-05, + 7.27249207557179e-05, + 7.23476114217192e-05, + 7.197869854280725e-05, + 7.1609829319641e-05, + 7.125039701350033e-05, + 7.090005237841979e-05, + 7.054947491269559e-05, + 7.019674376351759e-05, + 6.985906657064334e-05, + 6.95149356033653e-05, + 6.917084101587534e-05, + 6.883405148983002e-05, + 6.84972619637847e-05, + 6.816407403675839e-05, + 6.782983109587803e-05, + 6.750711327185854e-05, + 6.718809163430706e-05, + 6.688985740765929e-05, + 6.658771599177271e-05, + 6.628085975535214e-05, + 6.59738143440336e-05, + 6.567604577867314e-05, + 6.537797162309289e-05, + 6.508171645691618e-05, + 6.480365846073255e-05, + 6.453089008573443e-05, + 6.425932951970026e-05, + 6.39880308881402e-05, + 6.371991912601516e-05, + 6.3446415879298e-05, + 6.31771472399123e-05, + 6.291476893238723e-05, + 6.267366552492604e-05, + 6.24416206846945e-05, + 6.221899093361571e-05, + 6.199663039296865e-05, + 6.176930764922872e-05, + 6.153027061372995e-05, + 6.128858512965962e-05, + 6.10410061199218e-05, + 6.079788363422267e-05, + 6.056932033970952e-05, + 6.033896352164447e-05, + 6.010040669934824e-05, + 5.9871701523661613e-05, + 5.96342324570287e-05, + 5.939623588346876e-05, + 5.9176461945753545e-05, + 5.896120273973793e-05, + 5.874346607015468e-05, + 5.854474875377491e-05, + 5.8348527090856805e-05, + 5.815029362565838e-05, + 5.7949400797951967e-05, + 5.77459650230594e-05, + 5.754009907832369e-05, + 5.733620855608024e-05, + 5.713355494663119e-05, + 5.69386211282108e-05, + 5.675032298313454e-05, + 5.6562952522654086e-05, + 5.638062066282146e-05, + 5.620116644422524e-05, + 5.6025193771347404e-05, + 5.5849966884125024e-05, + 5.567017797147855e-05, + 5.5488617363153026e-05, + 5.530292764888145e-05, + 5.511180643225089e-05, + 5.490973126143217e-05, + 5.4721702326787636e-05, + 5.452791083371267e-05, + 5.4329819249687716e-05, + 5.4138021368999034e-05, + 5.395718108047731e-05, + 5.376070839702152e-05, + 5.356445399229415e-05, + 5.337785114534199e-05, + 5.319129195413552e-05, + 5.2995572332292795e-05, + 5.280416735331528e-05, + 5.2605668315663934e-05, + 5.239924939814955e-05, + 5.218414298724383e-05, + 5.19696441187989e-05, + 5.174968464416452e-05, + 5.152720041223802e-05, + 5.130811769049615e-05, + 5.108355253469199e-05, + 5.085636439616792e-05, + 5.0640803237911314e-05, + 5.041954864282161e-05, + 5.0204173021484166e-05, + 5.0006245146505535e-05, + 4.9815407692221925e-05, + 4.962055754731409e-05, + 4.943730527884327e-05, + 4.9257869250141084e-05, + 4.906887261313386e-05, + 4.887387694907375e-05, + 4.867984898737632e-05, + 4.847901072935201e-05, + 4.826458462048322e-05, + 4.80513772345148e-05, + 4.784023985848762e-05, + 4.7629884647903964e-05, + 4.74207554361783e-05, + 4.720960350823589e-05, + 4.7004181396914646e-05, + 4.679246194427833e-05, + 4.657650788431056e-05, + 4.635184450307861e-05, + 4.6127264795359224e-05, + 4.590098615153693e-05, + 4.5673550630453974e-05, + 4.544652983895503e-05, + 4.5226352085592225e-05, + 4.500649083638564e-05, + 4.478478876990266e-05, + 4.4569667807081714e-05, + 4.4357901060720906e-05, + 4.4152653572382405e-05, + 4.39495051978156e-05, + 4.375950084067881e-05, + 4.357242869446054e-05, + 4.3386666220612824e-05, + 4.320159860071726e-05, + 4.301350054447539e-05, + 4.282566806068644e-05, + 4.263611481292173e-05, + 4.244325828040019e-05, + 4.2251547711202875e-05, + 4.205737786833197e-05, + 4.18672279920429e-05, + 4.167881343164481e-05, + 4.1490387957310304e-05, + 4.1301100281998515e-05, + 4.1119044908555225e-05, + 4.094063115189783e-05, + 4.076349796378054e-05, + 4.0591588913230225e-05, + 4.041960710310377e-05, + 4.025096495752223e-05, + 4.008414543932304e-05, + 3.992015990661457e-05, + 3.9759052015142515e-05, + 3.9598009607288986e-05, + 3.944290438084863e-05, + 3.9290429413085803e-05, + 3.91400717489887e-05, + 3.8988109736237675e-05, + 3.8842754293000326e-05, + 3.869818465318531e-05, + 3.855221802950837e-05, + 3.84104969270993e-05, + 3.827064574579708e-05, + 3.81312238459941e-05, + 3.7991241697454825e-05, + 3.7855857954127714e-05, + 3.7724737921962515e-05, + 3.759486571652815e-05, + 3.746497895917855e-05, + 3.733933772309683e-05, + 3.721167740877718e-05, + 3.7083751522004604e-05, + 3.6960860597901046e-05, + 3.6839250242337584e-05, + 3.6721754440804943e-05, + 3.660683796624653e-05, + 3.649521022452973e-05, + 3.638515408965759e-05, + 3.6274741432862356e-05, + 3.616247704485431e-05, + 3.6046079912921414e-05, + 3.593102883314714e-05, + 3.581549026421271e-05, + 3.569883847376332e-05, + 3.5581782867666334e-05, + 3.54649055225309e-05, + 3.534988718456589e-05, + 3.523574196151458e-05, + 3.5119985113851726e-05, + 3.5004377423319966e-05, + 3.4889082598965615e-05, + 3.477545396890491e-05, + 3.466212365310639e-05, + 3.455092883086763e-05, + 3.4443488402757794e-05, + 3.433825258980505e-05, + 3.4235312341479585e-05, + 3.4134751331293955e-05, + 3.4034830605378374e-05, + 3.393526640138589e-05, + 3.383634248166345e-05, + 3.3738040656317025e-05, + 3.3639083994785324e-05, + 3.354063301230781e-05, + 3.344256037962623e-05, + 3.3344469557050616e-05, + 3.32485833496321e-05, + 3.315548747195862e-05, + 3.306600046926178e-05, + 3.2979405659716576e-05, + 3.289279993623495e-05, + 3.280825330875814e-05, + 3.272238973295316e-05, + 3.263830876676366e-05, + 3.255403134971857e-05, + 3.246896812925115e-05, + 3.238469798816368e-05, + 3.230026413802989e-05, + 3.221732913516462e-05, + 3.2133684726431966e-05, + 3.2048625143943354e-05, + 3.1963449146132916e-05, + 3.187863694620319e-05, + 3.1795192626304924e-05, + 3.171365460730158e-05, + 3.163164365105331e-05, + 3.155061131110415e-05, + 3.147065217490308e-05, + 3.139168256893754e-05, + 3.131309858872555e-05, + 3.123276474070735e-05, + 3.1153806048678234e-05, + 3.1074509024620056e-05, + 3.099739842582494e-05, + 3.092232145718299e-05, + 3.085200660279952e-05, + 3.078455483773723e-05, + 3.071854371228255e-05, + 3.065375130972825e-05, + 3.058823858737014e-05, + 3.052273314096965e-05, + 3.0457134926109575e-05, + 3.0389677704079077e-05, + 3.0321483791340142e-05, + 3.025344994966872e-05, + 3.0183879061951302e-05, + 3.011507033079397e-05, + 3.0044542654650286e-05, + 2.997403862536885e-05, + 2.9904407711001113e-05, + 2.98348913929658e-05, + 2.9767616069875658e-05, + 2.9701986932195723e-05, + 2.9636728868354112e-05, + 2.9572980565717444e-05, + 2.9510083550121635e-05, + 2.9447843189700507e-05, + 2.9385540983639657e-05, + 2.9322914997464977e-05, + 2.926120396296028e-05, + 2.9198563424870372e-05, + 2.9135968361515552e-05, + 2.9072763936710544e-05, + 2.9008937417529523e-05, + 2.8944337827851996e-05, + 2.8878732337034307e-05, + 2.881315231206827e-05, + 2.8746440875693224e-05, + 2.8679536626441404e-05, + 2.861417488020379e-05, + 2.8550357455969788e-05, + 2.8486969313235022e-05, + 2.8424488846212626e-05, + 2.8362734155962244e-05, + 2.8302412829361856e-05, + 2.824247167154681e-05, + 2.8183063477627002e-05, + 2.812464845192153e-05, + 2.8066975573892705e-05, + 2.801037044264376e-05, + 2.7953408789471723e-05, + 2.7897089239559136e-05, + 2.7840798793477006e-05, + 2.7785288693848997e-05, + 2.7730326110031456e-05, + 2.767560181382578e-05, + 2.762148687907029e-05, + 2.7567999495659024e-05, + 2.7514222892932594e-05, + 2.7460750061436556e-05, + 2.7406998924561776e-05, + 2.7352692995918915e-05, + 2.7299054636387154e-05, + 2.724437217693776e-05, + 2.719008261919953e-05, + 2.7136040444020182e-05, + 2.7081916414317675e-05, + 2.702783422137145e-05, + 2.6973311832989566e-05, + 2.6919251467916183e-05, + 2.6865778636420146e-05, + 2.6812689611688256e-05, + 2.6758963940665126e-05, + 2.670548747119028e-05, + 2.6652487576939166e-05, + 2.6598740078043193e-05, + 2.6545774744590744e-05, + 2.649259658937808e-05, + 2.6439473003847525e-05, + 2.6387055186205544e-05, + 2.6335519578424282e-05, + 2.628472793730907e-05, + 2.6233523385599256e-05, + 2.6183897716691718e-05, + 2.613492324599065e-05, + 2.6087147489306517e-05, + 2.6039684598799795e-05, + 2.5992654627771117e-05, + 2.5946479581762105e-05, + 2.5900111722876318e-05, + 2.585349284345284e-05, + 2.580623004178051e-05, + 2.57583124039229e-05, + 2.571011646068655e-05, + 2.566122930147685e-05, + 2.5612025638110936e-05, + 2.5563393137417734e-05, + 2.551532452343963e-05, + 2.5467694285907783e-05, + 2.5420325982850045e-05, + 2.5373350581503473e-05, + 2.532691360102035e-05, + 2.528083678043913e-05, + 2.5234608983737417e-05, + 2.5188512154272757e-05, + 2.514249354135245e-05, + 2.5096609533648007e-05, + 2.5051300326595083e-05, + 2.5005916540976614e-05, + 2.4961485905805603e-05, + 2.49178810918238e-05, + 2.48742253461387e-05, + 2.48315445787739e-05, + 2.4788911105133593e-05, + 2.47466450673528e-05, + 2.4705172108951956e-05, + 2.4663628209964372e-05, + 2.4622037017252296e-05, + 2.45803839789005e-05, + 2.45391911448678e-05, + 2.4498245693393983e-05, + 2.4456925530103035e-05, + 2.4415443476755172e-05, + 2.4373906853725202e-05, + 2.4332724933628924e-05, + 2.4292399757541716e-05, + 2.4252431103377603e-05, + 2.421285171294585e-05, + 2.4174252757802606e-05, + 2.4136023057508282e-05, + 2.40977624343941e-05, + 2.4059130737441592e-05, + 2.4019935153773986e-05, + 2.3980774130905047e-05, + 2.3941176550579257e-05, + 2.3901135136839002e-05, + 2.3861142835812643e-05, + 2.3821099603082985e-05, + 2.3781298295943998e-05, + 2.3741546101518907e-05, + 2.370203219470568e-05, + 2.3663174943067133e-05, + 2.362431405344978e-05, + 2.3585602320963517e-05, + 2.354725802433677e-05, + 2.3509504899266176e-05, + 2.347187910345383e-05, + 2.3434329705196433e-05, + 2.3396678443532437e-05, + 2.3359290935331956e-05, + 2.3321936168940738e-05, + 2.3284943381440826e-05, + 2.3247894205269404e-05, + 2.3211456209537573e-05, + 2.3175223759608343e-05, + 2.3139151380746625e-05, + 2.3103586499928497e-05, + 2.3068394511938095e-05, + 2.3032958779367618e-05, + 2.2997632186161354e-05, + 2.2962856746744365e-05, + 2.2928317775949836e-05, + 2.2893706045579165e-05, + 2.285907066834625e-05, + 2.2824453481007367e-05, + 2.278973079228308e-05, + 2.2755028112442233e-05, + 2.271980520163197e-05, + 2.2685166186420247e-05, + 2.2650758182862774e-05, + 2.2617115973844193e-05, + 2.2583613827009685e-05, + 2.2550289941136725e-05, + 2.2517591787618585e-05, + 2.248547025374137e-05, + 2.2453232304542325e-05, + 2.2420756067731418e-05, + 2.2388945581042208e-05, + 2.2357617126544937e-05, + 2.2327125407173298e-05, + 2.229638812423218e-05, + 2.226544893346727e-05, + 2.2235257347347215e-05, + 2.2204900233191438e-05, + 2.2174341211211868e-05, + 2.214363485109061e-05, + 2.211242463090457e-05, + 2.208098339906428e-05, + 2.2049436665838584e-05, + 2.2017744413460605e-05, + 2.198606489400845e-05, + 2.1954740077489987e-05, + 2.1923384338151664e-05, + 2.1892230506637134e-05, + 2.1861396817257628e-05, + 2.1830534024047665e-05, + 2.1800089598400518e-05, + 2.176979796786327e-05, + 2.1739770090789534e-05, + 2.170985499105882e-05, + 2.1680272766388953e-05, + 2.1650910639436916e-05, + 2.162166674679611e-05, + 2.1592131815850735e-05, + 2.156252412532922e-05, + 2.153310015273746e-05, + 2.1503785319509916e-05, + 2.1474686946021393e-05, + 2.144569589290768e-05, + 2.1416952222352847e-05, + 2.138849231414497e-05, + 2.1359932361519895e-05, + 2.1331476091290824e-05, + 2.1303087123669684e-05, + 2.1274800019455142e-05, + 2.1246407413855195e-05, + 2.1218222173047252e-05, + 2.119017153745517e-05, + 2.1162324628676288e-05, + 2.113458867825102e-05, + 2.110674358846154e-05, + 2.107869295286946e-05, + 2.1050846044090576e-05, + 2.1022626242483966e-05, + 2.0994340957258828e-05, + 2.0966128431609832e-05, + 2.093798502755817e-05, + 2.0909777958877385e-05, + 2.088158726110123e-05, + 2.085373125737533e-05, + 2.0826140826102346e-05, + 2.079881596728228e-05, + 2.0771913114003837e-05, + 2.0745073925354518e-05, + 2.0718618543469347e-05, + 2.0692157704615965e-05, + 2.066582783299964e-05, + 2.0639492504415102e-05, + 2.0613089873222634e-05, + 2.0586967366398312e-05, + 2.056080847978592e-05, + 2.0535244402708486e-05, + 2.0509860405582003e-05, + 2.048477836069651e-05, + 2.0459716324694455e-05, + 2.0434650650713593e-05, + 2.0409448552527465e-05, + 2.0383864466566592e-05, + 2.035833676927723e-05, + 2.0332709027570672e-05, + 2.0307044906076044e-05, + 2.0281378965592012e-05, + 2.025558569584973e-05, + 2.0229972506058402e-05, + 2.0204364773235284e-05, + 2.017905717366375e-05, + 2.0153713194304146e-05, + 2.012830736930482e-05, + 2.0102956113987602e-05, + 2.0077575754839927e-05, + 2.0052191757713445e-05, + 2.002719156735111e-05, + 2.0002282326458953e-05, + 1.997778053919319e-05, + 1.9953504306613468e-05, + 1.992939542105887e-05, + 1.9905626686522737e-05, + 1.9881874322891235e-05, + 1.9858169252984226e-05, + 1.9834480553981848e-05, + 1.981078094104305e-05, + 1.9787423298112117e-05, + 1.976396561076399e-05, + 1.9740724383154884e-05, + 1.9717557734111324e-05, + 1.9694518414326012e-05, + 1.9671633708640002e-05, + 1.9648623492685147e-05, + 1.9625487766461447e-05, + 1.9602375687099993e-05, + 1.9579225408961065e-05, + 1.9556342522264458e-05, + 1.9533283193595707e-05, + 1.9510294805513695e-05, + 1.9487461031530984e-05, + 1.946461634361185e-05, + 1.944178802659735e-05, + 1.9418977899476886e-05, + 1.9396327843423933e-05, + 1.9373665054445155e-05, + 1.935101863637101e-05, + 1.9328605048940517e-05, + 1.9306555259390734e-05, + 1.9284785594209097e-05, + 1.9262946807430126e-05, + 1.9241253539803438e-05, + 1.9219682144466788e-05, + 1.919812166306656e-05, + 1.9176652131136507e-05, + 1.9154955225531012e-05, + 1.9133272871840745e-05, + 1.911157596623525e-05, + 1.908984086185228e-05, + 1.906812030938454e-05, + 1.9046541638090275e-05, + 1.902523945318535e-05, + 1.9004077330464497e-05, + 1.8983027985086665e-05, + 1.8962065951200202e-05, + 1.8941163943964057e-05, + 1.8920170987257734e-05, + 1.8898783309850842e-05, + 1.8877461116062477e-05, + 1.88560807146132e-05, + 1.8834542061085813e-05, + 1.8813167116604745e-05, + 1.8792032278724946e-05, + 1.8771033865050413e-05, + 1.8750073650153354e-05, + 1.872917709988542e-05, + 1.8708265997702256e-05, + 1.868736944743432e-05, + 1.8666318283067085e-05, + 1.8645454474608414e-05, + 1.8624530639499426e-05, + 1.8603837816044688e-05, + 1.8583110431791283e-05, + 1.8562564946478233e-05, + 1.854210495366715e-05, + 1.852175046224147e-05, + 1.8501223166822456e-05, + 1.848087413236499e-05, + 1.8460559658706188e-05, + 1.844042526499834e-05, + 1.8420394553686492e-05, + 1.840042205003556e-05, + 1.8380622350377962e-05, + 1.836090268625412e-05, + 1.83411921170773e-05, + 1.832168345572427e-05, + 1.8302111129742116e-05, + 1.8282524251844734e-05, + 1.8263017409481108e-05, + 1.8243656086269766e-05, + 1.8224327504867688e-05, + 1.8204844309366308e-05, + 1.8185506633017212e-05, + 1.8166298104915768e-05, + 1.8147209630114958e-05, + 1.8128084775526077e-05, + 1.8108876247424632e-05, + 1.8089744116878137e-05, + 1.807070839277003e-05, + 1.8051638107863255e-05, + 1.8032596926786937e-05, + 1.8013697626884095e-05, + 1.7994989320868626e-05, + 1.797630829969421e-05, + 1.7957678210223094e-05, + 1.793912088032812e-05, + 1.792052535165567e-05, + 1.7902111721923575e-05, + 1.788361623766832e-05, + 1.7865084373624995e-05, + 1.7846587070380338e-05, + 1.7828224372351542e-05, + 1.7809825294534676e-05, + 1.7791497157304548e-05, + 1.7773198123904876e-05, + 1.77549482032191e-05, + 1.773691656126175e-05, + 1.771899769664742e-05, + 1.7701167962513864e-05, + 1.7683536498225294e-05, + 1.7665994164417498e-05, + 1.764862099662423e-05, + 1.7631315131438896e-05, + 1.7614031094126403e-05, + 1.7596832549315877e-05, + 1.757957215886563e-05, + 1.7562251741765067e-05, + 1.754501681716647e-05, + 1.7527789168525487e-05, + 1.7510665202280506e-05, + 1.749350303725805e-05, + 1.747632268234156e-05, + 1.7459287846577354e-05, + 1.7442194803152233e-05, + 1.7425245459889993e-05, + 1.740825791785028e-05, + 1.7391255823895335e-05, + 1.7374215531162918e-05, + 1.7357218894176185e-05, + 1.7340284102829173e-05, + 1.732329292281065e-05, + 1.7306305380770937e-05, + 1.728921961330343e-05, + 1.7272099285037257e-05, + 1.725512083794456e-05, + 1.7238271539099514e-05, + 1.7221344023710117e-05, + 1.7204518371727318e-05, + 1.718791463645175e-05, + 1.7171409126603976e-05, + 1.7154829038190655e-05, + 1.7138308976427652e-05, + 1.7121752534876578e-05, + 1.7105201550293714e-05, + 1.7088595996028744e-05, + 1.707222509139683e-05, + 1.7055856005754322e-05, + 1.7039661543094553e-05, + 1.702360350464005e-05, + 1.7007718270178884e-05, + 1.6991887605399825e-05, + 1.6976153347059153e-05, + 1.696028994047083e-05, + 1.6944386516115628e-05, + 1.692839214229025e-05, + 1.6912415958358906e-05, + 1.6896421584533527e-05, + 1.6880354451132007e-05, + 1.686428913671989e-05, + 1.6848262021085247e-05, + 1.6832373148645274e-05, + 1.6816466086311266e-05, + 1.6800653611426242e-05, + 1.6785101252025925e-05, + 1.6769567082519643e-05, + 1.6754071111790836e-05, + 1.6738646081648767e-05, + 1.6723295630072244e-05, + 1.670794517849572e-05, + 1.6692469216650352e-05, + 1.667688411544077e-05, + 1.666139178269077e-05, + 1.6645954019622877e-05, + 1.663049988565035e-05, + 1.661509850237053e-05, + 1.65998990269145e-05, + 1.6584677723585628e-05, + 1.6569389117648825e-05, + 1.6554353351239115e-05, + 1.6539277567062527e-05, + 1.6524292732356116e-05, + 1.6509395209141076e-05, + 1.6494477677042596e-05, + 1.647973658691626e-05, + 1.6464904547319748e-05, + 1.6450056136818603e-05, + 1.6435295037808828e-05, + 1.642046481720172e-05, + 1.640577283978928e-05, + 1.639104630157817e-05, + 1.637645618757233e-05, + 1.636188244447112e-05, + 1.634727232158184e-05, + 1.633272950130049e-05, + 1.6318186681019142e-05, + 1.6303576558129862e-05, + 1.628896643524058e-05, + 1.6274218069156632e-05, + 1.6259606127277948e-05, + 1.6245045117102563e-05, + 1.6230485925916582e-05, + 1.6215939467656426e-05, + 1.6201411199290305e-05, + 1.618695205252152e-05, + 1.617260932107456e-05, + 1.6158299331436865e-05, + 1.6143972970894538e-05, + 1.6129730283864774e-05, + 1.611560037417803e-05, + 1.610158506082371e-05, + 1.6087551557575352e-05, + 1.6073650840553455e-05, + 1.6059764675446786e-05, + 1.6046056771301664e-05, + 1.6032343410188332e-05, + 1.601853182364721e-05, + 1.600474934093654e-05, + 1.5990834071999416e-05, + 1.5976966096786782e-05, + 1.5963061741786078e-05, + 1.594907917024102e-05, + 1.5935143892420456e-05, + 1.592122316651512e-05, + 1.590738247614354e-05, + 1.589357270859182e-05, + 1.587984115758445e-05, + 1.5866315152379684e-05, + 1.5852820069994777e-05, + 1.5839465049793944e-05, + 1.5826077287783846e-05, + 1.5812622223165818e-05, + 1.5799243556102738e-05, + 1.5785752111696638e-05, + 1.5772211554576643e-05, + 1.5758745576022193e-05, + 1.574521593283862e-05, + 1.5731748135294765e-05, + 1.5718282156740315e-05, + 1.570487438584678e-05, + 1.5691497537773103e-05, + 1.567814797454048e-05, + 1.5664734746678732e-05, + 1.5651366993552074e-05, + 1.563801197335124e-05, + 1.5624671505065635e-05, + 1.5611360140610486e-05, + 1.5598112440784462e-05, + 1.5584844732075e-05, + 1.5571622498100623e-05, + 1.5558474842691794e-05, + 1.5545369024039246e-05, + 1.553239781060256e-05, + 1.5519590306212194e-05, + 1.5506822819588706e-05, + 1.5494100807700306e-05, + 1.5481495211133733e-05, + 1.5468811398022808e-05, + 1.545616760267876e-05, + 1.5443416486959904e-05, + 1.5430690837092698e-05, + 1.5417961549246684e-05, + 1.5405423255288042e-05, + 1.539292497909628e-05, + 1.53804703586502e-05, + 1.5368155800388195e-05, + 1.535581031930633e-05, + 1.534345756226685e-05, + 1.5331088434322737e-05, + 1.5318611986003816e-05, + 1.5306146451621316e-05, + 1.529363180452492e-05, + 1.5281133528333157e-05, + 1.5268675269908272e-05, + 1.5256212464009877e-05, + 1.5243775123963133e-05, + 1.523142145742895e-05, + 1.5219165106827859e-05, + 1.5207076103251893e-05, + 1.5195141713775229e-05, + 1.5183259165496565e-05, + 1.5171516679401975e-05, + 1.5159866052272264e-05, + 1.5148279999266379e-05, + 1.5136632100620773e-05, + 1.5124807760003023e-05, + 1.5113061635929625e-05, + 1.5101380995474756e-05, + 1.5089595763129182e-05, + 1.5077709576871712e-05, + 1.5065847037476487e-05, + 1.505396721768193e-05, + 1.5042095583339687e-05, + 1.5030233953439165e-05, + 1.5018423255241942e-05, + 1.5006636203906965e-05, + 1.4994981938798446e-05, + 1.4983379514887929e-05, + 1.4971828022680711e-05, + 1.496028562542051e-05, + 1.4948627722333185e-05, + 1.4936937986931298e-05, + 1.4925189134373795e-05, + 1.4913435734342784e-05, + 1.4901692338753492e-05, + 1.4889971680531744e-05, + 1.4878358342684805e-05, + 1.4866727724438533e-05, + 1.4855158951831982e-05, + 1.484366748627508e-05, + 1.483206324337516e-05, + 1.4820469004916959e-05, + 1.4808898413321003e-05, + 1.4797388757870067e-05, + 1.4785956409468781e-05, + 1.4774586816201918e-05, + 1.4763174476684071e-05, + 1.4751850358152296e-05, + 1.4740600818186067e-05, + 1.4729543181601912e-05, + 1.4718401871505193e-05, + 1.4707266927871387e-05, + 1.4696114703838248e-05, + 1.4685103451483883e-05, + 1.4674020349048078e-05, + 1.4662984540336765e-05, + 1.4651838682766538e-05, + 1.464077922719298e-05, + 1.462973978050286e-05, + 1.461876217945246e-05, + 1.460783005313715e-05, + 1.4596943401556928e-05, + 1.4586053111997899e-05, + 1.4575182831322309e-05, + 1.456430800317321e-05, + 1.4553375876857899e-05, + 1.4542349163093604e-05, + 1.4531445231114049e-05, + 1.452052401873516e-05, + 1.4509660104522482e-05, + 1.4498868949885946e-05, + 1.4488226042885799e-05, + 1.4477677723334637e-05, + 1.4467110304394737e-05, + 1.445646194042638e-05, + 1.444578174414346e-05, + 1.443509609089233e-05, + 1.4424354958464392e-05, + 1.441359654563712e-05, + 1.4402960005099885e-05, + 1.439231800759444e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 0.8309455513954163, + 0.6000000238418579, + 1.0, + 0.0, + NaN, + 0.875, + 1.0, + 1.0, + 0.9411764740943909, + 1.0, + 0.7222222089767456, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7755101919174194, + 1.0, + 0.9069767594337463, + 0.8461538553237915, + 1.0, + 1.0, + 0.692307710647583, + 0.9259259104728699, + 0.7599999904632568, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8863636255264282, + 1.0, + 1.0, + 0.9347826242446899, + 1.0, + 0.8604651093482971, + 0.8918918967247009, + 0.8787878751754761, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9607843160629272, + 1.0, + 0.9494949579238892, + 1.0, + 1.0, + 1.0, + 0.9719626307487488, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9271523356437683, + 0.9428571462631226, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937106966972351, + 1.0, + 1.0, + 0.9580838084220886, + 1.0, + 1.0, + 1.0, + 0.9722222089767456, + 1.0, + 1.0, + 0.989847719669342, + 1.0, + 0.9795918464660645, + 0.8541666865348816, + 0.9207317233085632, + 0.9933775067329407, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850000143051147, + 1.0, + 1.0, + 0.985981285572052, + 1.0, + 1.0, + 0.9771689772605896, + 0.9813084006309509, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9617021083831787, + 0.9601770043373108, + 0.9907833933830261, + 1.0, + 0.9954338073730469, + 1.0, + 1.0, + 1.0, + 0.9572649598121643, + 0.9866071343421936, + 1.0, + 0.9620253443717957, + 1.0, + 1.0, + 1.0, + 0.938697338104248, + 1.0, + 1.0, + 0.9698113203048706, + 1.0, + 0.9888059496879578, + 0.9849056601524353, + 1.0, + 1.0, + 0.9368029832839966, + 1.0, + 0.9961832165718079, + 0.9961685538291931, + 1.0, + 1.0, + 1.0, + 0.9893993139266968, + 1.0, + 0.9397163391113281, + 1.0, + 0.9888059496879578, + 1.0, + 1.0, + 1.0, + 0.9473684430122375, + 1.0, + 0.9814814925193787, + 0.99245285987854, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9543859958648682, + 0.9926470518112183, + 0.9925925731658936, + 1.0, + 0.9889705777168274, + 0.9888476133346558, + 1.0, + 1.0, + 0.9710144996643066, + 1.0, + 1.0, + 0.9928825497627258, + 1.0, + 1.0, + 1.0, + 0.979238748550415, + 1.0, + 0.9471830725669861, + 1.0, + 1.0, + 1.0, + 0.9826388955116272, + 1.0, + 1.0, + 0.9515570998191833, + 0.9927272796630859, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996515691280365, + 0.9860140085220337, + 0.9290779829025269, + 0.9732824563980103, + 0.9686274528503418, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930796027183533, + 0.9512194991111755, + 1.0, + 1.0, + 0.969072163105011, + 1.0, + 1.0, + 0.9333333373069763, + 0.9892857074737549, + 1.0, + 0.9222614765167236, + 0.9961685538291931, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9718309640884399, + 0.9746376872062683, + 1.0, + 0.9814814925193787, + 0.99245285987854, + 0.9885931611061096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9396825432777405, + 1.0, + 1.0, + 0.9779874086380005, + 0.9517685174942017, + 1.0, + 1.0, + 0.9603658318519592, + 1.0, + 1.0, + 0.9881305694580078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975961446762085, + 1.0, + 1.0, + 0.9615384340286255, + 1.0, + 0.9864253401756287, + 0.9311926364898682, + 0.9753694534301758, + 1.0, + 0.95110023021698, + 0.9897172451019287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9864341020584106, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9856459498405457, + 1.0, + 1.0, + 0.9860031008720398, + 1.0, + 0.9842271208763123, + 1.0, + 0.9489633440971375, + 0.9983193278312683, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 1.0, + 1.0, + 1.0, + 0.9762901067733765, + 0.9942857027053833, + 1.0, + 0.984308123588562, + 1.0, + 0.9942857027053833, + 1.0, + 0.9971346855163574, + 0.9956896305084229, + 1.0, + 0.9757834672927856, + 0.9956204295158386, + 0.9985337257385254, + 1.0, + 0.9684361815452576, + 1.0, + 1.0, + 0.9827337861061096, + 0.9985358715057373, + 1.0, + 1.0, + 0.9785407781600952, + 0.9795321822166443, + 1.0, + 1.0, + 0.9779086709022522, + 1.0, + 1.0, + 0.9710564613342285, + 1.0, + 0.9761549830436707, + 0.9877862334251404, + 0.9814528822898865, + 0.995275616645813, + 1.0, + 1.0, + 1.0, + 0.9985465407371521, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945054650306702, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960370063781738, + 1.0, + 0.99210524559021, + 0.9761273264884949, + 0.989130437374115, + 0.9876373410224915, + 0.9860917925834656, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865771532058716, + 0.9795918464660645, + 0.9694444537162781, + 0.9756447076797485, + 1.0, + 0.983988344669342, + 1.0, + 0.986994206905365, + 1.0, + 1.0, + 0.9985755085945129, + 1.0, + 0.9901130199432373, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9919028282165527, + 0.9850339889526367, + 1.0, + 0.9959127902984619, + 0.99452805519104, + 0.9958734512329102, + 1.0, + 1.0, + 0.990641713142395, + 1.0, + 0.9800000190734863, + 0.9809523820877075, + 0.9431345462799072, + 0.966176450252533, + 0.9847792983055115, + 0.9876352548599243, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958217144012451, + 1.0, + 1.0, + 0.9946164488792419, + 1.0, + 0.9744279980659485, + 0.9820442199707031, + 1.0, + 0.983146071434021, + 0.9928571581840515, + 0.9956834316253662, + 1.0, + 1.0, + 0.9914893507957458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9838509559631348, + 0.9835858345031738, + 1.0, + 0.9922978281974792, + 0.9948253631591797, + 0.9830949306488037, + 1.0, + 0.9973545074462891, + 0.9893898963928223, + 0.9932975769042969, + 0.9878542423248291, + 1.0, + 0.9946019053459167, + 1.0, + 0.9919028282165527, + 0.9959183931350708, + 1.0, + 0.9945429563522339, + 0.9945130348205566, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933599233627319, + 1.0, + 0.9986962080001831, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974619150161743, + 0.9949109554290771, + 0.9987212419509888, + 1.0, + 1.0, + 0.9974874258041382, + 1.0, + 0.9913580417633057, + 1.0, + 1.0, + 0.9926380515098572, + 0.988875150680542, + 0.9912499785423279, + 1.0, + 0.9751243591308594, + 0.9923469424247742, + 0.980719804763794, + 0.9986894130706787, + 0.9960629940032959, + 0.9868247509002686, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993968665599823, + 0.9939320683479309, + 0.9963369965553284, + 1.0, + 0.9975489974021912, + 0.9938575029373169, + 0.9975278377532959, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926918148994446, + 1.0, + 0.9841656684875488, + 0.9863861203193665, + 1.0, + 0.9825436472892761, + 1.0, + 0.9962073564529419, + 0.9860405921936035, + 1.0, + 1.0, + 1.0, + 0.993686854839325, + 0.9987293481826782, + 1.0, + 1.0, + 1.0, + 0.9962916970252991, + 0.9838709831237793, + 0.996216893196106, + 0.9949367046356201, + 0.9796437621116638, + 0.9948052167892456, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987995028495789, + 1.0, + 0.9988024234771729, + 0.9880095720291138, + 1.0, + 1.0, + 0.9951748847961426, + 0.9890909194946289, + 1.0, + 1.0, + 1.0, + 0.9975757598876953, + 1.0, + 0.9951573610305786, + 1.0, + 0.987908124923706, + 0.9987760186195374, + 1.0, + 0.9901960492134094, + 0.9938119053840637, + 1.0, + 1.0, + 0.9889298677444458, + 0.9975124597549438, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880810379981995, + 0.9975874423980713, + 0.9818621277809143, + 1.0, + 0.9987684488296509, + 0.9852034449577332, + 0.9862328171730042, + 1.0, + 1.0, + 0.9838107228279114, + 0.9886075854301453, + 0.9769526124000549, + 1.0, + 1.0, + 0.9794871807098389, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927448630332947, + 1.0, + 0.9975757598876953, + 0.9939246773719788, + 1.0, + 0.9902676343917847, + 0.9987714886665344, + 0.9950799345970154, + 1.0, + 0.9925834536552429, + 0.9962639808654785, + 1.0, + 1.0, + 1.0, + 0.9975489974021912, + 1.0, + 0.996314525604248, + 1.0, + 0.995067834854126, + 0.9938042163848877, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963189959526062, + 0.9987684488296509, + 0.9963008761405945, + 1.0, + 1.0, + 1.0, + 0.9963548183441162, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9917550086975098, + 0.9940617680549622, + 0.9940263032913208, + 0.9879807829856873, + 1.0, + 0.9890643954277039, + 1.0, + 0.9987760186195374, + 1.0, + 1.0, + 0.9927184581756592, + 1.0, + 0.9805352687835693, + 0.996277928352356, + 0.9912827014923096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964454770088196, + 1.0, + 0.991706132888794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882903695106506, + 1.0, + 0.9869668483734131, + 0.9939975738525391, + 0.9963768124580383, + 0.9890909194946289, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890776872634888, + 1.0, + 0.9939098954200745, + 1.0, + 0.9975489974021912, + 0.996314525604248, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915764331817627, + 1.0, + 1.0, + 0.9963985681533813, + 1.0, + 1.0, + 1.0, + 0.9964157938957214, + 1.0, + 1.0, + 0.9928486347198486, + 0.9867947101593018, + 0.9902676343917847, + 1.0, + 0.9963369965553284, + 0.9975489974021912, + 1.0, + 0.998774528503418, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964157938957214, + 0.9904076457023621, + 0.9963680505752563, + 0.9975698590278625, + 0.9987819790840149, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953380227088928, + 0.9918032884597778, + 0.996458113193512, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941792488098145, + 1.0, + 0.9918509721755981, + 1.0, + 0.9941588640213013, + 0.9988248944282532, + 0.9976470470428467, + 1.0, + 0.9941725134849548, + 1.0, + 0.9941452145576477, + 0.997644305229187, + 1.0, + 0.9940968155860901, + 0.9988123774528503, + 1.0, + 0.9928825497627258, + 1.0, + 1.0, + 0.9988165497779846, + 0.9952606558799744, + 1.0, + 1.0, + 0.9952940940856934, + 0.9964538812637329, + 0.9964413046836853, + 1.0, + 1.0, + 0.9988235235214233, + 0.997644305229187, + 1.0, + 1.0, + 0.9953051805496216, + 0.9929245114326477, + 1.0, + 1.0, + 0.9988137483596802, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 1.0, + 0.9952996373176575, + 1.0, + 0.9988248944282532, + 1.0, + 1.0, + 0.9905992746353149, + 0.9964413046836853, + 0.9976190328598022, + 0.9916467666625977, + 0.9975932836532593, + 0.9927623867988586, + 0.9987849593162537, + 1.0, + 0.9975698590278625, + 1.0, + 1.0, + 0.9975932836532593, + 1.0, + 0.9963898658752441, + 1.0, + 1.0, + 0.9940119981765747, + 1.0, + 0.9940119981765747, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988109469413757, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941725134849548, + 0.9953106641769409, + 1.0, + 0.9964912533760071, + 0.9894366264343262, + 0.9964413046836853, + 1.0, + 0.9988179802894592, + 1.0, + 1.0, + 1.0, + 0.9883177280426025, + 1.0, + 0.9917452931404114, + 0.9940546751022339, + 0.9916267991065979, + 0.9987937211990356, + 0.9963768124580383, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941657185554504, + 1.0, + 0.9964912533760071, + 0.98591548204422, + 1.0, + 1.0, + 0.9976218938827515, + 0.9976162314414978, + 1.0, + 1.0, + 1.0, + 0.9964953064918518, + 0.9988276958465576, + 1.0, + 0.9988304376602173, + 0.989461362361908, + 1.0, + 1.0, + 0.9859485030174255, + 1.0, + 0.9964538812637329, + 0.9964413046836853, + 1.0, + 0.990510106086731, + 1.0, + 1.0, + 0.9964497089385986, + 1.0, + 0.9929245114326477, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 0.997633159160614, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930475354194641, + 0.9988331198692322, + 1.0, + 1.0, + 1.0, + 0.9976744055747986, + 0.9941725134849548, + 1.0, + 1.0, + 0.9964953064918518, + 0.9941383600234985, + 0.9941037893295288, + 1.0, + 0.9929078221321106, + 1.0, + 0.9892984628677368, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998826265335083, + 1.0, + 1.0, + 0.9988399147987366, + 1.0, + 0.9965197443962097, + 1.0, + 0.9965075850486755, + 0.9871495366096497, + 1.0, + 0.9917159676551819, + 1.0, + 1.0, + 0.9964622855186462, + 1.0, + 1.0, + 0.9965075850486755, + 1.0, + 0.9976798295974731, + 1.0, + 0.9976798295974731, + 1.0, + 1.0, + 1.0, + 0.9988452792167664, + 1.0, + 1.0, + 1.0, + 0.9976931810379028, + 1.0, + 0.9988479018211365, + 0.9965397715568542, + 0.9988425970077515, + 0.9918887615203857, + 0.9894859790802002, + 0.9988193511962891, + 0.9988179802894592, + 0.9928994178771973, + 1.0, + 0.9988179802894592, + 1.0, + 1.0, + 1.0, + 0.9871495366096497, + 0.9988165497779846, + 0.9988151788711548, + 0.990510106086731, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988372325897217, + 1.0, + 1.0, + 0.9953542351722717, + 0.9941657185554504, + 0.9882628917694092, + 0.989311158657074, + 0.9975990653038025, + 0.9903730154037476, + 0.9939246773719788, + 0.9963325262069702, + 1.0, + 1.0, + 0.9952095746994019, + 0.9963898658752441, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976498484611511, + 1.0, + 0.9905771613121033, + 0.9976218938827515, + 0.9976162314414978, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99303138256073, + 1.0, + 0.996503472328186, + 0.9953216314315796, + 1.0, + 1.0, + 1.0, + 0.9965197443962097, + 0.9953434467315674, + 0.9964912533760071, + 1.0, + 0.9941657185554504, + 0.9953051805496216, + 0.9846698045730591, + 1.0, + 1.0, + 1.0, + 0.9893742799758911, + 1.0, + 0.997633159160614, + 1.0, + 0.9941383600234985, + 1.0, + 0.9964622855186462, + 0.997633159160614, + 0.9976274967193604, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906976819038391, + 1.0, + 0.9964912533760071, + 0.9953051805496216, + 0.9882075190544128, + 0.9928401112556458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906759858131409, + 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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..750d55bba34354c26dbae3207d91ea820b3c8027 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1732.300048828125, + "strength": 1281.2266845703125, + "max_strength": 1736.0, + "final_strength": 1704.0, + "sample_efficiency": 2.2467311566742865e-07, + "training_efficiency": 1.4392334378499072e-05, + "stability": 0.9958437085151672 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..750d55bba34354c26dbae3207d91ea820b3c8027 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1732.300048828125, + "strength": 1281.2266845703125, + "max_strength": 1736.0, + "final_strength": 1704.0, + "sample_efficiency": 2.2467311566742865e-07, + "training_efficiency": 1.4392334378499072e-05, + "stability": 0.9958437085151672 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..4e7c517fb448867555a0e25739dc3965f7923769 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1732.300048828125, + "strength": 1281.2266845703125, + "max_strength": 1736.0, + "final_strength": 1704.0, + "sample_efficiency": 2.2467311566742865e-07, + "training_efficiency": 1.4392334378499072e-05, + "stability": 0.9958437085151672 + }, + "local": { + "mean_returns": [ + 37.5, + 55.0, + 58.064517974853516, + 62.068965911865234, + 58.0, + 50.0, + 50.0, + 38.0, + 54.0, + 52.0, + 72.0, + 72.0, + 70.0, + 74.0, + 64.0, + 72.0, + 82.0, + 84.0, + 104.0, + 126.0, + 128.0, + 136.0, + 114.0, + 124.0, + 116.0, + 104.0, + 110.0, + 116.0, + 92.0, + 88.0, + 76.0, + 82.0, + 84.0, + 90.0, + 108.0, + 110.0, + 114.0, + 126.0, + 126.0, + 116.0, + 126.0, + 130.0, + 124.0, + 124.0, + 112.0, + 104.0, + 96.0, + 104.0, + 108.0, + 126.0, + 142.0, + 164.0, + 170.0, + 182.0, + 198.0, + 218.0, + 226.0, + 242.0, + 234.0, + 236.0, + 226.0, + 236.0, + 240.0, + 252.0, + 246.0, + 246.0, + 262.0, + 280.0, + 304.0, + 334.0, + 338.0, + 340.0, + 318.0, + 302.0, + 314.0, + 314.0, + 328.0, + 348.0, + 356.0, + 354.0, + 362.0, + 372.0, + 358.0, + 378.0, + 386.0, + 398.0, + 388.0, + 422.0, + 432.0, + 428.0, + 430.0, + 422.0, + 366.0, + 340.0, + 338.0, + 344.0, + 354.0, + 394.0, + 406.0, + 410.0, + 432.0, + 438.0, + 432.0, + 458.0, + 466.0, + 460.0, + 464.0, + 476.0, + 466.0, + 458.0, + 470.0, + 470.0, + 480.0, + 490.0, + 504.0, + 508.0, + 490.0, + 472.0, + 468.0, + 476.0, + 474.0, + 474.0, + 504.0, + 506.0, + 486.0, + 480.0, + 512.0, + 494.0, + 494.0, + 528.0, + 560.0, + 528.0, + 554.0, + 568.0, + 552.0, + 574.0, + 568.0, + 560.0, + 562.0, + 576.0, + 542.0, + 562.0, + 560.0, + 558.0, + 584.0, + 600.0, + 604.0, + 598.0, + 602.0, + 568.0, + 574.0, + 568.0, + 578.0, + 600.0, + 608.0, + 578.0, + 578.0, + 568.0, + 564.0, + 580.0, + 590.0, + 604.0, + 608.0, + 582.0, + 578.0, + 574.0, + 582.0, + 576.0, + 570.0, + 578.0, + 590.0, + 574.0, + 592.0, + 600.0, + 596.0, + 604.0, + 606.0, + 616.0, + 604.0, + 606.0, + 576.0, + 590.0, + 606.0, + 614.0, + 604.0, + 612.0, + 616.0, + 588.0, + 584.0, + 588.0, + 594.0, + 594.0, + 612.0, + 610.0, + 602.0, + 562.0, + 548.0, + 532.0, + 536.0, + 552.0, + 584.0, + 596.0, + 616.0, + 612.0, + 584.0, + 594.0, + 620.0, + 602.0, + 630.0, + 638.0, + 598.0, + 592.0, + 604.0, + 560.0, + 558.0, + 568.0, + 580.0, + 592.0, + 604.0, + 604.0, + 606.0, + 590.0, + 576.0, + 578.0, + 568.0, + 564.0, + 558.0, + 560.0, + 578.0, + 588.0, + 606.0, + 628.0, + 668.0, + 630.0, + 654.0, + 674.0, + 660.0, + 630.0, + 688.0, + 694.0, + 668.0, + 674.0, + 712.0, + 704.0, + 736.0, + 772.0, + 812.0, + 820.0, + 850.0, + 870.0, + 868.0, + 900.0, + 922.0, + 888.0, + 922.0, + 910.0, + 850.0, + 830.0, + 856.0, + 816.0, + 808.0, + 858.0, + 894.0, + 900.0, + 942.0, + 1016.0, + 1024.0, + 1028.0, + 1038.0, + 1046.0, + 1070.0, + 1056.0, + 1102.0, + 1140.0, + 1202.0, + 1220.0, + 1248.0, + 1274.0, + 1292.0, + 1274.0, + 1292.0, + 1324.0, + 1306.0, + 1306.0, + 1286.0, + 1292.0, + 1228.0, + 1226.0, + 1234.0, + 1246.0, + 1284.0, + 1300.0, + 1330.0, + 1372.0, + 1384.0, + 1422.0, + 1414.0, + 1422.0, + 1444.0, + 1472.0, + 1438.0, + 1430.0, + 1440.0, + 1418.0, + 1438.0, + 1430.0, + 1434.0, + 1430.0, + 1424.0, + 1442.0, + 1408.0, + 1402.0, + 1400.0, + 1432.0, + 1388.0, + 1398.0, + 1428.0, + 1404.0, + 1402.0, + 1414.0, + 1436.0, + 1406.0, + 1378.0, + 1380.0, + 1396.0, + 1366.0, + 1402.0, + 1420.0, + 1380.0, + 1380.0, + 1348.0, + 1332.0, + 1308.0, + 1302.0, + 1318.0, + 1352.0, + 1414.0, + 1412.0, + 1432.0, + 1460.0, + 1480.0, + 1494.0, + 1486.0, + 1490.0, + 1526.0, + 1540.0, + 1552.0, + 1546.0, + 1558.0, + 1546.0, + 1510.0, + 1494.0, + 1476.0, + 1456.0, + 1460.0, + 1468.0, + 1472.0, + 1476.0, + 1500.0, + 1506.0, + 1514.0, + 1528.0, + 1508.0, + 1478.0, + 1434.0, + 1400.0, + 1412.0, + 1390.0, + 1422.0, + 1404.0, + 1418.0, + 1442.0, + 1440.0, + 1454.0, + 1440.0, + 1464.0, + 1500.0, + 1514.0, + 1520.0, + 1508.0, + 1486.0, + 1506.0, + 1500.0, + 1492.0, + 1486.0, + 1490.0, + 1534.0, + 1520.0, + 1538.0, + 1508.0, + 1480.0, + 1398.0, + 1352.0, + 1332.0, + 1316.0, + 1338.0, + 1346.0, + 1356.0, + 1402.0, + 1426.0, + 1432.0, + 1474.0, + 1468.0, + 1514.0, + 1524.0, + 1516.0, + 1524.0, + 1486.0, + 1460.0, + 1462.0, + 1438.0, + 1428.0, + 1422.0, + 1432.0, + 1448.0, + 1436.0, + 1466.0, + 1474.0, + 1498.0, + 1522.0, + 1550.0, + 1584.0, + 1594.0, + 1632.0, + 1648.0, + 1622.0, + 1596.0, + 1596.0, + 1584.0, + 1576.0, + 1550.0, + 1550.0, + 1546.0, + 1530.0, + 1520.0, + 1502.0, + 1520.0, + 1512.0, + 1520.0, + 1508.0, + 1502.0, + 1504.0, + 1496.0, + 1488.0, + 1504.0, + 1504.0, + 1520.0, + 1544.0, + 1534.0, + 1572.0, + 1570.0, + 1572.0, + 1584.0, + 1592.0, + 1614.0, + 1610.0, + 1602.0, + 1600.0, + 1628.0, + 1630.0, + 1626.0, + 1658.0, + 1644.0, + 1660.0, + 1668.0, + 1656.0, + 1638.0, + 1624.0, + 1646.0, + 1606.0, + 1594.0, + 1564.0, + 1562.0, + 1556.0, + 1536.0, + 1550.0, + 1566.0, + 1596.0, + 1626.0, + 1644.0, + 1676.0, + 1696.0, + 1686.0, + 1676.0, + 1670.0, + 1670.0, + 1666.0, + 1656.0, + 1652.0, + 1666.0, + 1670.0, + 1676.0, + 1680.0, + 1668.0, + 1680.0, + 1654.0, + 1632.0, + 1642.0, + 1614.0, + 1620.0, + 1614.0, + 1592.0, + 1602.0, + 1612.0, + 1622.0, + 1612.0, + 1610.0, + 1632.0, + 1646.0, + 1656.0, + 1650.0, + 1624.0, + 1618.0, + 1610.0, + 1578.0, + 1570.0, + 1578.0, + 1600.0, + 1630.0, + 1636.0, + 1662.0, + 1688.0, + 1694.0, + 1704.0, + 1702.0, + 1708.0, + 1706.0, + 1686.0, + 1694.0, + 1696.0, + 1688.0, + 1670.0, + 1672.0, + 1676.0, + 1688.0, + 1684.0, + 1690.0, + 1682.0, + 1692.0, + 1672.0, + 1670.0, + 1670.0, + 1654.0, + 1644.0, + 1662.0, + 1664.0, + 1646.0, + 1642.0, + 1652.0, + 1660.0, + 1666.0, + 1678.0, + 1684.0, + 1716.0, + 1696.0, + 1692.0, + 1662.0, + 1662.0, + 1660.0, + 1636.0, + 1614.0, + 1626.0, + 1644.0, + 1618.0, + 1600.0, + 1564.0, + 1582.0, + 1598.0, + 1566.0, + 1580.0, + 1596.0, + 1610.0, + 1642.0, + 1660.0, + 1672.0, + 1686.0, + 1692.0, + 1680.0, + 1688.0, + 1684.0, + 1674.0, + 1682.0, + 1666.0, + 1664.0, + 1656.0, + 1656.0, + 1644.0, + 1638.0, + 1638.0, + 1660.0, + 1670.0, + 1666.0, + 1666.0, + 1660.0, + 1660.0, + 1652.0, + 1642.0, + 1654.0, + 1654.0, + 1656.0, + 1656.0, + 1668.0, + 1662.0, + 1660.0, + 1654.0, + 1654.0, + 1666.0, + 1684.0, + 1678.0, + 1706.0, + 1716.0, + 1718.0, + 1720.0, + 1730.0, + 1736.0, + 1722.0, + 1712.0, + 1702.0, + 1682.0, + 1684.0, + 1666.0, + 1672.0, + 1670.0, + 1676.0, + 1686.0, + 1674.0, + 1682.0, + 1650.0, + 1644.0, + 1630.0, + 1634.0, + 1640.0, + 1654.0, + 1684.0, + 1686.0, + 1698.0, + 1706.0, + 1712.0, + 1726.0, + 1720.0, + 1726.0, + 1712.0, + 1720.0, + 1730.0, + 1732.0, + 1740.0, + 1746.0, + 1726.0, + 1726.0, + 1704.0, + 1694.0, + 1688.0, + 1670.0, + 1674.0, + 1676.0, + 1680.0, + 1686.0, + 1668.0, + 1680.0, + 1670.0, + 1670.0, + 1666.0, + 1660.0, + 1674.0, + 1688.0, + 1692.0, + 1700.0, + 1686.0, + 1704.0, + 1704.0, + 1698.0, + 1704.0, + 1708.0, + 1712.0, + 1706.0, + 1712.0, + 1716.0, + 1704.0, + 1682.0, + 1666.0, + 1676.0, + 1670.0, + 1666.0, + 1670.0, + 1668.0, + 1690.0, + 1694.0, + 1700.0, + 1708.0, + 1712.0, + 1706.0, + 1690.0, + 1684.0, + 1680.0, + 1678.0, + 1678.0, + 1690.0, + 1726.0, + 1726.0, + 1736.0, + 1754.0, + 1746.0, + 1732.0, + 1726.0, + 1728.0, + 1728.0, + 1734.0, + 1738.0, + 1756.0, + 1746.0, + 1756.0, + 1742.0, + 1750.0, + 1740.0, + 1738.0, + 1734.0, + 1754.0, + 1744.0, + 1746.0, + 1736.0, + 1732.0, + 1732.0, + 1722.0, + 1720.0, + 1724.0, + 1712.0, + 1722.0, + 1728.0, + 1726.0, + 1718.0, + 1720.0, + 1738.0, + 1730.0, + 1724.0, + 1718.0, + 1726.0, + 1738.0, + 1736.0, + 1732.0, + 1740.0, + 1742.0, + 1734.0, + 1722.0, + 1724.0, + 1724.0, + 1722.0, + 1730.0, + 1718.0, + 1730.0, + 1738.0, + 1740.0, + 1732.0, + 1740.0, + 1738.0, + 1740.0, + 1740.0, + 1724.0, + 1718.0, + 1714.0, + 1700.0, + 1696.0, + 1684.0, + 1682.0, + 1684.0, + 1680.0, + 1690.0, + 1700.0, + 1696.0, + 1700.0, + 1694.0, + 1702.0, + 1708.0, + 1698.0, + 1708.0, + 1698.0, + 1706.0, + 1712.0, + 1720.0, + 1720.0, + 1718.0, + 1728.0, + 1732.0, + 1746.0, + 1754.0, + 1744.0, + 1736.0, + 1748.0, + 1742.0, + 1724.0, + 1718.0, + 1730.0, + 1728.0, + 1736.0, + 1740.0, + 1750.0, + 1730.0, + 1734.0, + 1720.0, + 1710.0, + 1696.0, + 1694.0, + 1688.0, + 1706.0, + 1714.0, + 1728.0, + 1730.0, + 1736.0, + 1748.0, + 1752.0, + 1752.0, + 1742.0, + 1748.0, + 1742.0, + 1718.0, + 1720.0, + 1720.0, + 1716.0, + 1712.0, + 1716.0, + 1734.0, + 1750.0, + 1744.0, + 1742.0, + 1748.0, + 1746.0, + 1728.0, + 1734.0, + 1746.0, + 1722.0, + 1730.0, + 1724.0, + 1718.0, + 1724.0, + 1708.0, + 1722.0, + 1728.0, + 1722.0, + 1734.0, + 1722.0, + 1730.0, + 1718.0, + 1720.0, + 1728.0, + 1724.0, + 1728.0, + 1740.0, + 1744.0, + 1764.0, + 1752.0, + 1750.0, + 1754.0, + 1756.0, + 1758.0, + 1754.0, + 1744.0, + 1744.0, + 1750.0, + 1744.0, + 1734.0, + 1724.0, + 1730.0, + 1718.0, + 1720.0, + 1702.0, + 1706.0, + 1722.0, + 1722.0, + 1742.0, + 1740.0, + 1748.0, + 1762.0, + 1760.0, + 1762.0, + 1756.0, + 1756.0, + 1750.0, + 1728.0, + 1728.0, + 1714.0, + 1722.0, + 1734.0, + 1728.0, + 1746.0, + 1756.0, + 1750.0, + 1762.0, + 1758.0, + 1762.0, + 1758.0, + 1758.0, + 1758.0, + 1770.0, + 1768.0, + 1770.0, + 1772.0, + 1772.0, + 1768.0, + 1774.0, + 1772.0, + 1766.0, + 1764.0, + 1750.0, + 1732.0, + 1730.0, + 1728.0, + 1716.0, + 1730.0, + 1728.0, + 1746.0, + 1746.0, + 1750.0, + 1728.0, + 1726.0, + 1724.0, + 1708.0, + 1716.0, + 1720.0, + 1726.0, + 1744.0, + 1746.0, + 1756.0, + 1758.0, + 1756.0, + 1760.0, + 1760.0, + 1752.0, + 1742.0, + 1722.0, + 1704.0, + 1700.0, + 1684.0, + 1674.0, + 1668.0, + 1680.0, + 1708.0, + 1700.0, + 1694.0, + 1712.0, + 1730.0, + 1730.0, + 1736.0, + 1738.0, + 1740.0, + 1736.0, + 1736.0, + 1720.0, + 1716.0, + 1712.0, + 1714.0, + 1734.0, + 1742.0, + 1754.0, + 1758.0, + 1760.0, + 1760.0, + 1748.0, + 1754.0, + 1748.0, + 1740.0, + 1760.0, + 1762.0, + 1762.0, + 1756.0, + 1748.0, + 1742.0, + 1752.0, + 1742.0, + 1734.0, + 1708.0, + 1724.0, + 1726.0, + 1732.0, + 1714.0, + 1728.0, + 1724.0, + 1744.0, + 1734.0, + 1734.0, + 1728.0, + 1724.0, + 1720.0, + 1724.0, + 1724.0, + 1728.0, + 1740.0, + 1758.0, + 1742.0, + 1748.0, + 1742.0, + 1734.0, + 1714.0, + 1702.0, + 1708.0, + 1724.0, + 1732.0, + 1736.0, + 1748.0, + 1754.0, + 1738.0, + 1742.0 + ], + "strengths": [ + -0.5, + 17.0, + 20.064517974853516, + 24.068965911865234, + 20.0, + 12.0, + 12.0, + 0.0, + 16.0, + 14.0, + 34.0, + 34.0, + 32.0, + 36.0, + 26.0, + 34.0, + 44.0, + 46.0, + 66.0, + 88.0, + 90.0, + 98.0, + 76.0, + 86.0, + 78.0, + 66.0, + 72.0, + 78.0, + 54.0, + 50.0, + 38.0, + 44.0, + 46.0, + 52.0, + 70.0, + 72.0, + 76.0, + 88.0, + 88.0, + 78.0, + 88.0, + 92.0, + 86.0, + 86.0, + 74.0, + 66.0, + 58.0, + 66.0, + 70.0, + 88.0, + 104.0, + 126.0, + 132.0, + 144.0, + 160.0, + 180.0, + 188.0, + 204.0, + 196.0, + 198.0, + 188.0, + 198.0, + 202.0, + 214.0, + 208.0, + 208.0, + 224.0, + 242.0, + 266.0, + 296.0, + 300.0, + 302.0, + 280.0, + 264.0, + 276.0, + 276.0, + 290.0, + 310.0, + 318.0, + 316.0, + 324.0, + 334.0, + 320.0, + 340.0, + 348.0, + 360.0, + 350.0, + 384.0, + 394.0, + 390.0, + 392.0, + 384.0, + 328.0, + 302.0, + 300.0, + 306.0, + 316.0, + 356.0, + 368.0, + 372.0, + 394.0, + 400.0, + 394.0, + 420.0, + 428.0, + 422.0, + 426.0, + 438.0, + 428.0, + 420.0, + 432.0, + 432.0, + 442.0, + 452.0, + 466.0, + 470.0, + 452.0, + 434.0, + 430.0, + 438.0, + 436.0, + 436.0, + 466.0, + 468.0, + 448.0, + 442.0, + 474.0, + 456.0, + 456.0, + 490.0, + 522.0, + 490.0, + 516.0, + 530.0, + 514.0, + 536.0, + 530.0, + 522.0, + 524.0, + 538.0, + 504.0, + 524.0, + 522.0, + 520.0, + 546.0, + 562.0, + 566.0, + 560.0, + 564.0, + 530.0, + 536.0, + 530.0, + 540.0, + 562.0, + 570.0, + 540.0, + 540.0, + 530.0, + 526.0, + 542.0, + 552.0, + 566.0, + 570.0, + 544.0, + 540.0, + 536.0, + 544.0, + 538.0, + 532.0, + 540.0, + 552.0, + 536.0, + 554.0, + 562.0, + 558.0, + 566.0, + 568.0, + 578.0, + 566.0, + 568.0, + 538.0, + 552.0, + 568.0, + 576.0, + 566.0, + 574.0, + 578.0, + 550.0, + 546.0, + 550.0, + 556.0, + 556.0, + 574.0, + 572.0, + 564.0, + 524.0, + 510.0, + 494.0, + 498.0, + 514.0, + 546.0, + 558.0, + 578.0, + 574.0, + 546.0, + 556.0, + 582.0, + 564.0, + 592.0, + 600.0, + 560.0, + 554.0, + 566.0, + 522.0, + 520.0, + 530.0, + 542.0, + 554.0, + 566.0, + 566.0, + 568.0, + 552.0, + 538.0, + 540.0, + 530.0, + 526.0, + 520.0, + 522.0, + 540.0, + 550.0, + 568.0, + 590.0, + 630.0, + 592.0, + 616.0, + 636.0, + 622.0, + 592.0, + 650.0, + 656.0, + 630.0, + 636.0, + 674.0, + 666.0, + 698.0, + 734.0, + 774.0, + 782.0, + 812.0, + 832.0, + 830.0, + 862.0, + 884.0, + 850.0, + 884.0, + 872.0, + 812.0, + 792.0, + 818.0, + 778.0, + 770.0, + 820.0, + 856.0, + 862.0, + 904.0, + 978.0, + 986.0, + 990.0, + 1000.0, + 1008.0, + 1032.0, + 1018.0, + 1064.0, + 1102.0, + 1164.0, + 1182.0, + 1210.0, + 1236.0, + 1254.0, + 1236.0, + 1254.0, + 1286.0, + 1268.0, + 1268.0, + 1248.0, + 1254.0, + 1190.0, + 1188.0, + 1196.0, + 1208.0, + 1246.0, + 1262.0, + 1292.0, + 1334.0, + 1346.0, + 1384.0, + 1376.0, + 1384.0, + 1406.0, + 1434.0, + 1400.0, + 1392.0, + 1402.0, + 1380.0, + 1400.0, + 1392.0, + 1396.0, + 1392.0, + 1386.0, + 1404.0, + 1370.0, + 1364.0, + 1362.0, + 1394.0, + 1350.0, + 1360.0, + 1390.0, + 1366.0, + 1364.0, + 1376.0, + 1398.0, + 1368.0, + 1340.0, + 1342.0, + 1358.0, + 1328.0, + 1364.0, + 1382.0, + 1342.0, + 1342.0, + 1310.0, + 1294.0, + 1270.0, + 1264.0, + 1280.0, + 1314.0, + 1376.0, + 1374.0, + 1394.0, + 1422.0, + 1442.0, + 1456.0, + 1448.0, + 1452.0, + 1488.0, + 1502.0, + 1514.0, + 1508.0, + 1520.0, + 1508.0, + 1472.0, + 1456.0, + 1438.0, + 1418.0, + 1422.0, + 1430.0, + 1434.0, + 1438.0, + 1462.0, + 1468.0, + 1476.0, + 1490.0, + 1470.0, + 1440.0, + 1396.0, + 1362.0, + 1374.0, + 1352.0, + 1384.0, + 1366.0, + 1380.0, + 1404.0, + 1402.0, + 1416.0, + 1402.0, + 1426.0, + 1462.0, + 1476.0, + 1482.0, + 1470.0, + 1448.0, + 1468.0, + 1462.0, + 1454.0, + 1448.0, + 1452.0, + 1496.0, + 1482.0, + 1500.0, + 1470.0, + 1442.0, + 1360.0, + 1314.0, + 1294.0, + 1278.0, + 1300.0, + 1308.0, + 1318.0, + 1364.0, + 1388.0, + 1394.0, + 1436.0, + 1430.0, + 1476.0, + 1486.0, + 1478.0, + 1486.0, + 1448.0, + 1422.0, + 1424.0, + 1400.0, + 1390.0, + 1384.0, + 1394.0, + 1410.0, + 1398.0, + 1428.0, + 1436.0, + 1460.0, + 1484.0, + 1512.0, + 1546.0, + 1556.0, + 1594.0, + 1610.0, + 1584.0, + 1558.0, + 1558.0, + 1546.0, + 1538.0, + 1512.0, + 1512.0, + 1508.0, + 1492.0, + 1482.0, + 1464.0, + 1482.0, + 1474.0, + 1482.0, + 1470.0, + 1464.0, + 1466.0, + 1458.0, + 1450.0, + 1466.0, + 1466.0, + 1482.0, + 1506.0, + 1496.0, + 1534.0, + 1532.0, + 1534.0, + 1546.0, + 1554.0, + 1576.0, + 1572.0, + 1564.0, + 1562.0, + 1590.0, + 1592.0, + 1588.0, + 1620.0, + 1606.0, + 1622.0, + 1630.0, + 1618.0, + 1600.0, + 1586.0, + 1608.0, + 1568.0, + 1556.0, + 1526.0, + 1524.0, + 1518.0, + 1498.0, + 1512.0, + 1528.0, + 1558.0, + 1588.0, + 1606.0, + 1638.0, + 1658.0, + 1648.0, + 1638.0, + 1632.0, + 1632.0, + 1628.0, + 1618.0, + 1614.0, + 1628.0, + 1632.0, + 1638.0, + 1642.0, + 1630.0, + 1642.0, + 1616.0, + 1594.0, + 1604.0, + 1576.0, + 1582.0, + 1576.0, + 1554.0, + 1564.0, + 1574.0, + 1584.0, + 1574.0, + 1572.0, + 1594.0, + 1608.0, + 1618.0, + 1612.0, + 1586.0, + 1580.0, + 1572.0, + 1540.0, + 1532.0, + 1540.0, + 1562.0, + 1592.0, + 1598.0, + 1624.0, + 1650.0, + 1656.0, + 1666.0, + 1664.0, + 1670.0, + 1668.0, + 1648.0, + 1656.0, + 1658.0, + 1650.0, + 1632.0, + 1634.0, + 1638.0, + 1650.0, + 1646.0, + 1652.0, + 1644.0, + 1654.0, + 1634.0, + 1632.0, + 1632.0, + 1616.0, + 1606.0, + 1624.0, + 1626.0, + 1608.0, + 1604.0, + 1614.0, + 1622.0, + 1628.0, + 1640.0, + 1646.0, + 1678.0, + 1658.0, + 1654.0, + 1624.0, + 1624.0, + 1622.0, + 1598.0, + 1576.0, + 1588.0, + 1606.0, + 1580.0, + 1562.0, + 1526.0, + 1544.0, + 1560.0, + 1528.0, + 1542.0, + 1558.0, + 1572.0, + 1604.0, + 1622.0, + 1634.0, + 1648.0, + 1654.0, + 1642.0, + 1650.0, + 1646.0, + 1636.0, + 1644.0, + 1628.0, + 1626.0, + 1618.0, + 1618.0, + 1606.0, + 1600.0, + 1600.0, + 1622.0, + 1632.0, + 1628.0, + 1628.0, + 1622.0, + 1622.0, + 1614.0, + 1604.0, + 1616.0, + 1616.0, + 1618.0, + 1618.0, + 1630.0, + 1624.0, + 1622.0, + 1616.0, + 1616.0, + 1628.0, + 1646.0, + 1640.0, + 1668.0, + 1678.0, + 1680.0, + 1682.0, + 1692.0, + 1698.0, + 1684.0, + 1674.0, + 1664.0, + 1644.0, + 1646.0, + 1628.0, + 1634.0, + 1632.0, + 1638.0, + 1648.0, + 1636.0, + 1644.0, + 1612.0, + 1606.0, + 1592.0, + 1596.0, + 1602.0, + 1616.0, + 1646.0, + 1648.0, + 1660.0, + 1668.0, + 1674.0, + 1688.0, + 1682.0, + 1688.0, + 1674.0, + 1682.0, + 1692.0, + 1694.0, + 1702.0, + 1708.0, + 1688.0, + 1688.0, + 1666.0, + 1656.0, + 1650.0, + 1632.0, + 1636.0, + 1638.0, + 1642.0, + 1648.0, + 1630.0, + 1642.0, + 1632.0, + 1632.0, + 1628.0, + 1622.0, + 1636.0, + 1650.0, + 1654.0, + 1662.0, + 1648.0, + 1666.0, + 1666.0, + 1660.0, + 1666.0, + 1670.0, + 1674.0, + 1668.0, + 1674.0, + 1678.0, + 1666.0, + 1644.0, + 1628.0, + 1638.0, + 1632.0, + 1628.0, + 1632.0, + 1630.0, + 1652.0, + 1656.0, + 1662.0, + 1670.0, + 1674.0, + 1668.0, + 1652.0, + 1646.0, + 1642.0, + 1640.0, + 1640.0, + 1652.0, + 1688.0, + 1688.0, + 1698.0, + 1716.0, + 1708.0, + 1694.0, + 1688.0, + 1690.0, + 1690.0, + 1696.0, + 1700.0, + 1718.0, + 1708.0, + 1718.0, + 1704.0, + 1712.0, + 1702.0, + 1700.0, + 1696.0, + 1716.0, + 1706.0, + 1708.0, + 1698.0, + 1694.0, + 1694.0, + 1684.0, + 1682.0, + 1686.0, + 1674.0, + 1684.0, + 1690.0, + 1688.0, + 1680.0, + 1682.0, + 1700.0, + 1692.0, + 1686.0, + 1680.0, + 1688.0, + 1700.0, + 1698.0, + 1694.0, + 1702.0, + 1704.0, + 1696.0, + 1684.0, + 1686.0, + 1686.0, + 1684.0, + 1692.0, + 1680.0, + 1692.0, + 1700.0, + 1702.0, + 1694.0, + 1702.0, + 1700.0, + 1702.0, + 1702.0, + 1686.0, + 1680.0, + 1676.0, + 1662.0, + 1658.0, + 1646.0, + 1644.0, + 1646.0, + 1642.0, + 1652.0, + 1662.0, + 1658.0, + 1662.0, + 1656.0, + 1664.0, + 1670.0, + 1660.0, + 1670.0, + 1660.0, + 1668.0, + 1674.0, + 1682.0, + 1682.0, + 1680.0, + 1690.0, + 1694.0, + 1708.0, + 1716.0, + 1706.0, + 1698.0, + 1710.0, + 1704.0, + 1686.0, + 1680.0, + 1692.0, + 1690.0, + 1698.0, + 1702.0, + 1712.0, + 1692.0, + 1696.0, + 1682.0, + 1672.0, + 1658.0, + 1656.0, + 1650.0, + 1668.0, + 1676.0, + 1690.0, + 1692.0, + 1698.0, + 1710.0, + 1714.0, + 1714.0, + 1704.0, + 1710.0, + 1704.0, + 1680.0, + 1682.0, + 1682.0, + 1678.0, + 1674.0, + 1678.0, + 1696.0, + 1712.0, + 1706.0, + 1704.0, + 1710.0, + 1708.0, + 1690.0, + 1696.0, + 1708.0, + 1684.0, + 1692.0, + 1686.0, + 1680.0, + 1686.0, + 1670.0, + 1684.0, + 1690.0, + 1684.0, + 1696.0, + 1684.0, + 1692.0, + 1680.0, + 1682.0, + 1690.0, + 1686.0, + 1690.0, + 1702.0, + 1706.0, + 1726.0, + 1714.0, + 1712.0, + 1716.0, + 1718.0, + 1720.0, + 1716.0, + 1706.0, + 1706.0, + 1712.0, + 1706.0, + 1696.0, + 1686.0, + 1692.0, + 1680.0, + 1682.0, + 1664.0, + 1668.0, + 1684.0, + 1684.0, + 1704.0, + 1702.0, + 1710.0, + 1724.0, + 1722.0, + 1724.0, + 1718.0, + 1718.0, + 1712.0, + 1690.0, + 1690.0, + 1676.0, + 1684.0, + 1696.0, + 1690.0, + 1708.0, + 1718.0, + 1712.0, + 1724.0, + 1720.0, + 1724.0, + 1720.0, + 1720.0, + 1720.0, + 1732.0, + 1730.0, + 1732.0, + 1734.0, + 1734.0, + 1730.0, + 1736.0, + 1734.0, + 1728.0, + 1726.0, + 1712.0, + 1694.0, + 1692.0, + 1690.0, + 1678.0, + 1692.0, + 1690.0, + 1708.0, + 1708.0, + 1712.0, + 1690.0, + 1688.0, + 1686.0, + 1670.0, + 1678.0, + 1682.0, + 1688.0, + 1706.0, + 1708.0, + 1718.0, + 1720.0, + 1718.0, + 1722.0, + 1722.0, + 1714.0, + 1704.0, + 1684.0, + 1666.0, + 1662.0, + 1646.0, + 1636.0, + 1630.0, + 1642.0, + 1670.0, + 1662.0, + 1656.0, + 1674.0, + 1692.0, + 1692.0, + 1698.0, + 1700.0, + 1702.0, + 1698.0, + 1698.0, + 1682.0, + 1678.0, + 1674.0, + 1676.0, + 1696.0, + 1704.0, + 1716.0, + 1720.0, + 1722.0, + 1722.0, + 1710.0, + 1716.0, + 1710.0, + 1702.0, + 1722.0, + 1724.0, + 1724.0, + 1718.0, + 1710.0, + 1704.0, + 1714.0, + 1704.0, + 1696.0, + 1670.0, + 1686.0, + 1688.0, + 1694.0, + 1676.0, + 1690.0, + 1686.0, + 1706.0, + 1696.0, + 1696.0, + 1690.0, + 1686.0, + 1682.0, + 1686.0, + 1686.0, + 1690.0, + 1702.0, + 1720.0, + 1704.0, + 1710.0, + 1704.0, + 1696.0, + 1676.0, + 1664.0, + 1670.0, + 1686.0, + 1694.0, + 1698.0, + 1710.0, + 1716.0, + 1700.0, + 1704.0 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 4.8484849685337394e-05, + 4.0170561987906694e-05, + 3.414848470129073e-05, + 3.063915210077539e-05, + 2.8829115763073787e-05, + 2.7161189791513607e-05, + 2.7161189791513607e-05, + 2.5032417397596873e-05, + 2.3469256120733917e-05, + 2.057028359558899e-05, + 1.8517037460696883e-05, + 1.7040729289874434e-05, + 1.572410110384226e-05, + 1.4930215911590494e-05, + 1.4037604159966577e-05, + 1.3079784366709646e-05, + 1.2256943591637537e-05, + 1.13084061013069e-05, + 1.0342329915147275e-05, + 9.586668056726921e-06, + 8.938861356000416e-06, + 8.522804819222074e-06, + 8.117641300486866e-06, + 7.797309081070125e-06, + 7.553280738648027e-06, + 7.310284217965091e-06, + 7.0709747888031416e-06, + 6.917257451277692e-06, + 6.781773208786035e-06, + 6.682461389573291e-06, + 6.571024641743861e-06, + 6.458747520809993e-06, + 6.33701847618795e-06, + 6.182124252518406e-06, + 6.033086265233578e-06, + 5.885983682674123e-06, + 5.727638836106053e-06, + 5.580856850428972e-06, + 5.459160092868842e-06, + 5.330309704731917e-06, + 5.204376066103578e-06, + 5.0938820095325354e-06, + 4.989602985006059e-06, + 4.9042978389479686e-06, + 4.8312408580386546e-06, + 4.769129645865178e-06, + 4.700705176219344e-06, + 4.630725015886128e-06, + 4.546499894786393e-06, + 4.45223122369498e-06, + 4.345244633441325e-06, + 4.240919679432409e-06, + 4.135216386202956e-06, + 4.026646820420865e-06, + 3.91443290936877e-06, + 3.8070766095188446e-06, + 3.7004906516813207e-06, + 3.6065082440472906e-06, + 3.5188295441912487e-06, + 3.4414883884892333e-06, + 3.365531256349641e-06, + 3.2932373414951144e-06, + 3.2217722036875784e-06, + 3.1568208669341402e-06, + 3.095829924859572e-06, + 3.0341502679220866e-06, + 2.9717587040067883e-06, + 2.9077873477945104e-06, + 2.841713467205409e-06, + 2.7796372705779504e-06, + 2.7215344289288623e-06, + 2.671130005182931e-06, + 2.6263030576956226e-06, + 2.5819654183578677e-06, + 2.5399858714081347e-06, + 2.4981995920825284e-06, + 2.455956291669281e-06, + 2.4150090212060604e-06, + 2.3764948764437577e-06, + 2.3390568912873277e-06, + 2.3024570054985816e-06, + 2.269121523568174e-06, + 2.2354033717419952e-06, + 2.2025731141184224e-06, + 2.1702610411011847e-06, + 2.140323658750276e-06, + 2.1090279460622696e-06, + 2.078486659229384e-06, + 2.0496927390922792e-06, + 2.02207365873619e-06, + 1.9962003534601536e-06, + 1.9749379589484306e-06, + 1.9559731754270615e-06, + 1.9376727777853375e-06, + 1.9195329059584765e-06, + 1.9013353949048906e-06, + 1.881469870568253e-06, + 1.8616202623888967e-06, + 1.842226083681453e-06, + 1.822384092520224e-06, + 1.8029393231699942e-06, + 1.7844329249783186e-06, + 1.7653746908763424e-06, + 1.746629322951776e-06, + 1.7287748050875962e-06, + 1.7113446801886312e-06, + 1.6940127807174576e-06, + 1.677620616646891e-06, + 1.6620248288745643e-06, + 1.6464626924062031e-06, + 1.6313630339936935e-06, + 1.6163688769665896e-06, + 1.6014895436455845e-06, + 1.5866088460825267e-06, + 1.572050337017572e-06, + 1.5584511174893123e-06, + 1.5457404742846848e-06, + 1.5334635463659652e-06, + 1.5212677908493788e-06, + 1.5094252603375935e-06, + 1.4978660374254105e-06, + 1.4858150052532437e-06, + 1.4740178357897094e-06, + 1.4629968063673005e-06, + 1.4523701565849478e-06, + 1.4412382824957604e-06, + 1.4307778428701567e-06, + 1.4205493243935052e-06, + 1.4098096698944573e-06, + 1.3986501699037035e-06, + 1.3884275631426135e-06, + 1.3779150549453334e-06, + 1.3673791272594826e-06, + 1.3574037893704372e-06, + 1.3472451882989844e-06, + 1.337436060566688e-06, + 1.3279935728860437e-06, + 1.3187236618250608e-06, + 1.3094162341076299e-06, + 1.3008813084525173e-06, + 1.292188585466647e-06, + 1.2837067515647504e-06, + 1.2754271665471606e-06, + 1.2669107718465966e-06, + 1.2583299167090445e-06, + 1.2498718433562317e-06, + 1.241677978214284e-06, + 1.2335942756180884e-06, + 1.226145172950055e-06, + 1.2187502989036147e-06, + 1.2115707477278193e-06, + 1.204386990139028e-06, + 1.1970482773904223e-06, + 1.1897452623088611e-06, + 1.182951450573455e-06, + 1.1762739404730382e-06, + 1.1698291473294375e-06, + 1.1635361261141952e-06, + 1.157156475528609e-06, + 1.1507662520671147e-06, + 1.1443240737207816e-06, + 1.137946242124599e-06, + 1.131958129008126e-06, + 1.1261057579758926e-06, + 1.1203843541807146e-06, + 1.1146642009407515e-06, + 1.1090910447819624e-06, + 1.1036595424229745e-06, + 1.098224970519368e-06, + 1.0927501534752082e-06, + 1.0875097586904303e-06, + 1.082169887922646e-06, + 1.0768310403364012e-06, + 1.0716063343352289e-06, + 1.0663821967682452e-06, + 1.0612144478727714e-06, + 1.0560308965068543e-06, + 1.0510266292840242e-06, + 1.046073862198682e-06, + 1.0414444204798201e-06, + 1.0367549521106412e-06, + 1.0319928378521581e-06, + 1.0272281087964075e-06, + 1.0226079893982387e-06, + 1.0179835499002365e-06, + 1.013387873172178e-06, + 1.0090697060149978e-06, + 1.0048340755020035e-06, + 1.000617771751422e-06, + 9.964060154743493e-07, + 9.922440540321986e-07, + 9.879989875116735e-07, + 9.838199730438646e-07, + 9.797483926377026e-07, + 9.760072998687974e-07, + 9.724029723656713e-07, + 9.68945300883206e-07, + 9.654922905610874e-07, + 9.61962427936669e-07, + 9.582511211192468e-07, + 9.544990007270826e-07, + 9.506557603344845e-07, + 9.46882096286572e-07, + 9.433309742234997e-07, + 9.397522831022798e-07, + 9.360467174701625e-07, + 9.324945722255507e-07, + 9.288065143664426e-07, + 9.251106121155317e-07, + 9.216981311510608e-07, + 9.183559654957207e-07, + 9.149756010629062e-07, + 9.118876960201305e-07, + 9.088388992495311e-07, + 9.057591228156525e-07, + 9.026383622767753e-07, + 8.994783797788841e-07, + 8.962809374679637e-07, + 8.931144748203224e-07, + 8.899673957785126e-07, + 8.869377552400692e-07, + 8.840113423502771e-07, + 8.810997655928077e-07, + 8.78266689596785e-07, + 8.754784630582435e-07, + 8.727446356715518e-07, + 8.700225748725643e-07, + 8.672300282341894e-07, + 8.644101399113424e-07, + 8.615236311015906e-07, + 8.585531077187625e-07, + 8.554126225135406e-07, + 8.524905865670007e-07, + 8.494793064528494e-07, + 8.46401519538631e-07, + 8.434216169916908e-07, + 8.406122447013331e-07, + 8.37557593058591e-07, + 8.345066362380749e-07, + 8.316059734170267e-07, + 8.287061632472614e-07, + 8.256642445303441e-07, + 8.226896852647769e-07, + 8.196050202968763e-07, + 8.163975735442364e-07, + 8.13055521575734e-07, + 8.097202339740761e-07, + 8.06300477051991e-07, + 8.028417255445675e-07, + 7.99436008946941e-07, + 7.959455388117931e-07, + 7.924144256321597e-07, + 7.890641882113414e-07, + 7.856258434912888e-07, + 7.82279073519021e-07, + 7.792012866048026e-07, + 7.762339464534307e-07, + 7.732044196018251e-07, + 7.703554274485214e-07, + 7.675660071981838e-07, + 7.646281119377818e-07, + 7.615972208441235e-07, + 7.585816206301388e-07, + 7.554579610768997e-07, + 7.521233555962681e-07, + 7.488078495043737e-07, + 7.4552474416123e-07, + 7.422540875268169e-07, + 7.390027008113975e-07, + 7.357201070590236e-07, + 7.325268711610988e-07, + 7.292359214261523e-07, + 7.258768732754106e-07, + 7.223827083180367e-07, + 7.188899644461344e-07, + 7.153711294449749e-07, + 7.118345592971309e-07, + 7.083047535161313e-07, + 7.048814723020769e-07, + 7.014633638391388e-07, + 6.980143893997592e-07, + 6.946680173314235e-07, + 6.913740548952774e-07, + 6.881816716486355e-07, + 6.85022257584933e-07, + 6.820674798291293e-07, + 6.791584041820897e-07, + 6.762700195395155e-07, + 6.733926625202002e-07, + 6.704661359435704e-07, + 6.675439863101928e-07, + 6.645952908002073e-07, + 6.61595436213247e-07, + 6.586136578334845e-07, + 6.55593851206504e-07, + 6.526367428705271e-07, + 6.497068625321845e-07, + 6.46774878987344e-07, + 6.438296509259089e-07, + 6.409971433640749e-07, + 6.382215929079393e-07, + 6.354660513352428e-07, + 6.327920232251927e-07, + 6.301170287770219e-07, + 6.274942165873654e-07, + 6.248998261071392e-07, + 6.22347954504221e-07, + 6.198409892022028e-07, + 6.173352744553995e-07, + 6.149221007945016e-07, + 6.125499680820212e-07, + 6.102110319261556e-07, + 6.078471983528289e-07, + 6.055863650544779e-07, + 6.033363320057106e-07, + 6.010646416143572e-07, + 5.988592306493956e-07, + 5.966830940451473e-07, + 5.945137218077434e-07, + 5.923358799009293e-07, + 5.902296607018798e-07, + 5.881899483028974e-07, + 5.861697331965843e-07, + 5.841480401613808e-07, + 5.821925697091501e-07, + 5.80205835376546e-07, + 5.782150651612028e-07, + 5.763027957073064e-07, + 5.744106488236866e-07, + 5.725825076297042e-07, + 5.707947252631129e-07, + 5.69057021948538e-07, + 5.67343874990911e-07, + 5.656253279084922e-07, + 5.638780748995487e-07, + 5.620665888272924e-07, + 5.602762485068524e-07, + 5.584783480117039e-07, + 5.566633376474783e-07, + 5.54842074507178e-07, + 5.530225735128624e-07, + 5.512320626621658e-07, + 5.494553079188336e-07, + 5.476535989146214e-07, + 5.458542773340014e-07, + 5.4406001481766e-07, + 5.422917865871568e-07, + 5.405282763604191e-07, + 5.387969963521755e-07, + 5.371242650653585e-07, + 5.354859808903711e-07, + 5.338835080692661e-07, + 5.32318210844096e-07, + 5.307629749040643e-07, + 5.292134233059187e-07, + 5.276738761494926e-07, + 5.261442197479482e-07, + 5.246033651928883e-07, + 5.230705824033066e-07, + 5.215437113292865e-07, + 5.200167265684286e-07, + 5.185240752325626e-07, + 5.17074965955544e-07, + 5.156821885066165e-07, + 5.143344310454268e-07, + 5.129858209329541e-07, + 5.116692705087189e-07, + 5.103323132971127e-07, + 5.090232093607483e-07, + 5.077111495666031e-07, + 5.063869252808217e-07, + 5.050751497037709e-07, + 5.03760929859709e-07, + 5.024700726607989e-07, + 5.011675057176035e-07, + 4.998429403713089e-07, + 4.985167265658674e-07, + 4.971961402588931e-07, + 4.958970407642482e-07, + 4.946276703776675e-07, + 4.933509103466349e-07, + 4.920895548821136e-07, + 4.908449113827373e-07, + 4.896151040156838e-07, + 4.883913788944483e-07, + 4.871404257755785e-07, + 4.859109594690381e-07, + 4.846763204113813e-07, + 4.83475787405041e-07, + 4.823069730264251e-07, + 4.812124529962603e-07, + 4.801618729288748e-07, + 4.791338028553582e-07, + 4.781247184837412e-07, + 4.771046064888651e-07, + 4.760845513374079e-07, + 4.7506313194389804e-07, + 4.740128360936069e-07, + 4.729511715595436e-07, + 4.718920365576196e-07, + 4.7080840204216656e-07, + 4.6973673306638375e-07, + 4.6863834768373636e-07, + 4.675403886267304e-07, + 4.664560719902511e-07, + 4.653736027648847e-07, + 4.6432612066382717e-07, + 4.633043033663853e-07, + 4.6228777250689745e-07, + 4.6129480324452743e-07, + 4.6031516376388026e-07, + 4.5934584136375634e-07, + 4.583755810472212e-07, + 4.574003185098263e-07, + 4.5643938051398436e-07, + 4.554639474463329e-07, + 4.544893386082549e-07, + 4.535047821718763e-07, + 4.5251059077600075e-07, + 4.5150437699703616e-07, + 4.5048253127788485e-07, + 4.494611971495033e-07, + 4.484222699829843e-07, + 4.4738038695868454e-07, + 4.4636257712227234e-07, + 4.453683857263968e-07, + 4.4438090185394685e-07, + 4.4340757199279324e-07, + 4.4244566765883064e-07, + 4.415061596318992e-07, + 4.4057259174223873e-07, + 4.396473798351508e-07, + 4.3873768618141185e-07, + 4.378395885851205e-07, + 4.3695771978491393e-07, + 4.3607033717307786e-07, + 4.3519301584638015e-07, + 4.3431617768874275e-07, + 4.33451532444451e-07, + 4.325954421346978e-07, + 4.317431603340083e-07, + 4.3090039980597794e-07, + 4.300669900203502e-07, + 4.292291464480513e-07, + 4.283961061446462e-07, + 4.275588025848265e-07, + 4.267128019819211e-07, + 4.258773174115049e-07, + 4.25025604045004e-07, + 4.2418002976774005e-07, + 4.2333832084295864e-07, + 4.2249504872415855e-07, + 4.216524587263848e-07, + 4.208030190966383e-07, + 4.1996079858108715e-07, + 4.1912787196451973e-07, + 4.1830085706351383e-07, + 4.17464008251045e-07, + 4.1663113847789646e-07, + 4.158052604452678e-07, + 4.149678147769009e-07, + 4.141425620218797e-07, + 4.13314040770274e-07, + 4.1248642901337007e-07, + 4.1166984487972513e-07, + 4.1086704527515394e-07, + 4.1007584172803035e-07, + 4.092783001397038e-07, + 4.085050306912308e-07, + 4.07741879371315e-07, + 4.0699751480133273e-07, + 4.0625801034366305e-07, + 4.0552529867454723e-07, + 4.0480597363057313e-07, + 4.0408366430710885e-07, + 4.033574612094526e-07, + 4.026209410312731e-07, + 4.0187424588111753e-07, + 4.0112325905283797e-07, + 4.0036155724010314e-07, + 3.995949100499274e-07, + 3.9883727254164114e-07, + 3.9808841734156886e-07, + 3.9734644019517873e-07, + 3.9660852735323715e-07, + 3.9587646938343823e-07, + 3.951528242396307e-07, + 3.944348634377093e-07, + 3.937145436339051e-07, + 3.929963270365988e-07, + 3.92279332572798e-07, + 3.9156444131549506e-07, + 3.90858588161791e-07, + 3.9015128550090594e-07, + 3.89458847394053e-07, + 3.887793127432815e-07, + 3.8809903912806476e-07, + 3.874339711273933e-07, + 3.8676967051287647e-07, + 3.86111139505374e-07, + 3.8546494351976435e-07, + 3.848177243526152e-07, + 3.8416951042563596e-07, + 3.8352038700395497e-07, + 3.8287842585305043e-07, + 3.822403868980473e-07, + 3.815964930709015e-07, + 3.8095015497674467e-07, + 3.8030299265301437e-07, + 3.7966134414091357e-07, + 3.790331106756639e-07, + 3.7841019207007776e-07, + 3.7779332728860027e-07, + 3.7719178180850577e-07, + 3.765960627788445e-07, + 3.7599988900183234e-07, + 3.7539788877438696e-07, + 3.7478716308214644e-07, + 3.741769774023851e-07, + 3.7355979998210387e-07, + 3.729357445081405e-07, + 3.7231245642033173e-07, + 3.716884577897872e-07, + 3.710682108248875e-07, + 3.704487312461424e-07, + 3.6983300333304214e-07, + 3.692275640787557e-07, + 3.6862206798105035e-07, + 3.680187035115523e-07, + 3.6742105180564977e-07, + 3.6683266557702154e-07, + 3.6624626886805345e-07, + 3.656611227143003e-07, + 3.6507438494481903e-07, + 3.6449173990149575e-07, + 3.639096632923611e-07, + 3.6333307207314647e-07, + 3.627555713592301e-07, + 3.621876771831012e-07, + 3.616229662384285e-07, + 3.6106075640418567e-07, + 3.6050650464858336e-07, + 3.599580793434143e-07, + 3.5940587395089096e-07, + 3.588554022826429e-07, + 3.5831337186209566e-07, + 3.577749794203555e-07, + 3.5723553537536645e-07, + 3.566957218481548e-07, + 3.5615622095974686e-07, + 3.5561507161219197e-07, + 3.5507429174685967e-07, + 3.545253832726303e-07, + 3.5398539921516203e-07, + 3.534490815582103e-07, + 3.529246725975099e-07, + 3.524024521084357e-07, + 3.5188304536859505e-07, + 3.513734441185079e-07, + 3.508728525503102e-07, + 3.5037044199270895e-07, + 3.498643650345912e-07, + 3.493684630484495e-07, + 3.488801212370163e-07, + 3.4840485341192107e-07, + 3.479257202343433e-07, + 3.4744348909043765e-07, + 3.469729392691079e-07, + 3.464998314939294e-07, + 3.4602359733071353e-07, + 3.4554489047877723e-07, + 3.450583108133287e-07, + 3.4456823527762026e-07, + 3.4407651128276484e-07, + 3.435825419728644e-07, + 3.430887431932206e-07, + 3.426005150686251e-07, + 3.4211183219667873e-07, + 3.4162630413447914e-07, + 3.4114563618459215e-07, + 3.4066451348735427e-07, + 3.401899277832854e-07, + 3.397177863462275e-07, + 3.392497092136182e-07, + 3.387834510704124e-07, + 3.383223941000324e-07, + 3.3786477615649346e-07, + 3.374088350938109e-07, + 3.3694837497932895e-07, + 3.364868348398886e-07, + 3.3602816529310076e-07, + 3.355712010488787e-07, + 3.3511764740978833e-07, + 3.3466577065155434e-07, + 3.342177592458029e-07, + 3.33774210048432e-07, + 3.3332892712678586e-07, + 3.328852926642867e-07, + 3.3244273822674586e-07, + 3.3200180382664257e-07, + 3.315591925456829e-07, + 3.311198497613077e-07, + 3.306826386051398e-07, + 3.302486106804281e-07, + 3.2981614594973507e-07, + 3.293820327598951e-07, + 3.289447363385989e-07, + 3.2851059472704947e-07, + 3.2807065508677624e-07, + 3.276297491083824e-07, + 3.271899515766563e-07, + 3.2675126249159803e-07, + 3.2631163549012854e-07, + 3.2587209375378734e-07, + 3.2543781003369077e-07, + 3.2500767588317103e-07, + 3.245816628805187e-07, + 3.2416227213616366e-07, + 3.2374384772992926e-07, + 3.233314771478035e-07, + 3.229190213005495e-07, + 3.225085265512462e-07, + 3.2209791811510513e-07, + 3.2168625807571516e-07, + 3.212790034012869e-07, + 3.2087118029267003e-07, + 3.204726510830369e-07, + 3.200769640443468e-07, + 3.196859950094222e-07, + 3.192953386133013e-07, + 3.189045116869238e-07, + 3.1851158155404846e-07, + 3.1811268286219274e-07, + 3.177146936650388e-07, + 3.173151696955756e-07, + 3.1691510571363324e-07, + 3.16514984888272e-07, + 3.161129029649601e-07, + 3.157136632125912e-07, + 3.1531436661680345e-07, + 3.149197596030717e-07, + 3.1452464099857025e-07, + 3.141285276342387e-07, + 3.1373332376460894e-07, + 3.1333763672591886e-07, + 3.1294192126551934e-07, + 3.1255220278580964e-07, + 3.1216379170473374e-07, + 3.1178174708657025e-07, + 3.1140325518208556e-07, + 3.1102737807486847e-07, + 3.1065678740560543e-07, + 3.102864809534367e-07, + 3.099168850440037e-07, + 3.095476301950839e-07, + 3.091781763941981e-07, + 3.0881395218784746e-07, + 3.084481932091876e-07, + 3.0808581641394994e-07, + 3.0772460490879894e-07, + 3.0736538292330806e-07, + 3.0700863362653763e-07, + 3.0664989481010707e-07, + 3.062892517391447e-07, + 3.059288360418577e-07, + 3.055678803320916e-07, + 3.052110741919023e-07, + 3.0485151114589826e-07, + 3.0449308496827143e-07, + 3.041370746359462e-07, + 3.0378089377336437e-07, + 3.034250255495863e-07, + 3.0306941312119307e-07, + 3.02716188116392e-07, + 3.023628210030438e-07, + 3.0200970968508045e-07, + 3.016602079242148e-07, + 3.013164189269446e-07, + 3.009769784512173e-07, + 3.006365147939505e-07, + 3.002982964517287e-07, + 2.9996192552061984e-07, + 2.996257251197676e-07, + 2.9929094580438687e-07, + 2.9895264219703677e-07, + 2.986145375416527e-07, + 2.98276262356012e-07, + 2.979373903144733e-07, + 2.975987172249006e-07, + 2.9726231787208235e-07, + 2.969301249322598e-07, + 2.966001488857728e-07, + 2.962719349852705e-07, + 2.959450569051114e-07, + 2.956191735847824e-07, + 2.9529184075727244e-07, + 2.9495839726223494e-07, + 2.946259485270275e-07, + 2.9429256187540886e-07, + 2.939566456916509e-07, + 2.9362334430516057e-07, + 2.932937661626056e-07, + 2.929663764916768e-07, + 2.9263955525493657e-07, + 2.92313700356317e-07, + 2.919876749274408e-07, + 2.916618768722401e-07, + 2.9133360612831893e-07, + 2.9100823439875967e-07, + 2.9068195317449863e-07, + 2.9035928150733525e-07, + 2.900360698276927e-07, + 2.897157287407026e-07, + 2.893966666306369e-07, + 2.89079309823137e-07, + 2.8875916768811294e-07, + 2.884418393023225e-07, + 2.881250509290112e-07, + 2.878110763049335e-07, + 2.874987217182934e-07, + 2.87187276626355e-07, + 2.8687856001852197e-07, + 2.8657109396590386e-07, + 2.862637700218329e-07, + 2.859595156223804e-07, + 2.856542948848073e-07, + 2.853488751952682e-07, + 2.850446776392346e-07, + 2.847427538199554e-07, + 2.8444134159144596e-07, + 2.841375419393444e-07, + 2.8383604444570665e-07, + 2.8353645120660076e-07, + 2.832387622220267e-07, + 2.8294050480326405e-07, + 2.82640968407577e-07, + 2.8234259730197664e-07, + 2.8204578939039493e-07, + 2.817483846229152e-07, + 2.814514914462052e-07, + 2.8115681516283075e-07, + 2.808650094721088e-07, + 2.8057368695044715e-07, + 2.8028316023664956e-07, + 2.799937703912292e-07, + 2.797037836899108e-07, + 2.7941666758124484e-07, + 2.7912827249565453e-07, + 2.788393089758756e-07, + 2.7855077178173815e-07, + 2.782643946375174e-07, + 2.7797747748081747e-07, + 2.776916403490759e-07, + 2.774062579646852e-07, + 2.7712164296644914e-07, + 2.768404954167636e-07, + 2.7656105316964386e-07, + 2.762830604297051e-07, + 2.760080803909659e-07, + 2.757344645942794e-07, + 2.754635488599888e-07, + 2.751936563072377e-07, + 2.7492410481499974e-07, + 2.74655889143105e-07, + 2.743867355547991e-07, + 2.741166724717914e-07, + 2.738479167874175e-07, + 2.7357921794646245e-07, + 2.733121675646544e-07, + 2.7304452032694826e-07, + 2.727765604504384e-07, + 2.725109027323924e-07, + 2.7224433551964466e-07, + 2.7198004204365134e-07, + 2.7171512329005054e-07, + 2.7144994874106487e-07, + 2.711842057578906e-07, + 2.709191164740332e-07, + 2.7065499352829647e-07, + 2.703900179312768e-07, + 2.70125099177676e-07, + 2.69858645651766e-07, + 2.695916805350862e-07, + 2.69326932311742e-07, + 2.6906411676463904e-07, + 2.6880010750574e-07, + 2.685377182842785e-07, + 2.682787396679487e-07, + 2.6802135266734695e-07, + 2.6776277195494913e-07, + 2.675051291589625e-07, + 2.6724694635049673e-07, + 2.6698879196374037e-07, + 2.6672981334741053e-07, + 2.664744727098878e-07, + 2.662191889157839e-07, + 2.659666336057853e-07, + 2.657161815022846e-07, + 2.6546842946117977e-07, + 2.652215869147767e-07, + 2.6497622229726403e-07, + 2.647287544732535e-07, + 2.644807466367638e-07, + 2.642312324496743e-07, + 2.6398208774480736e-07, + 2.637326304011367e-07, + 2.6348203618908883e-07, + 2.632314988204598e-07, + 2.629815867294383e-07, + 2.627337210014957e-07, + 2.624855994781683e-07, + 2.622389843054407e-07, + 2.619964050154522e-07, + 2.617541383642674e-07, + 2.6151244014727126e-07, + 2.6127190722036175e-07, + 2.6103251116182946e-07, + 2.6079311510329717e-07, + 2.6055172952510475e-07, + 2.603086386443465e-07, + 2.6006702569247864e-07, + 2.5982623697018425e-07, + 2.59585192452505e-07, + 2.5934500058610865e-07, + 2.5910793510774965e-07, + 2.588705569905869e-07, + 2.5863209884846583e-07, + 2.5839756290224614e-07, + 2.581624301001284e-07, + 2.5792868996177276e-07, + 2.576963424871792e-07, + 2.574636823737819e-07, + 2.572337791661994e-07, + 2.5700248329485476e-07, + 2.567709032064158e-07, + 2.5654068736002955e-07, + 2.563093630669755e-07, + 2.5608019882383815e-07, + 2.558504945682216e-07, + 2.556229503625218e-07, + 2.5539563353049743e-07, + 2.551677766859939e-07, + 2.549409998664487e-07, + 2.5471416620348464e-07, + 2.5448628093727166e-07, + 2.5425836724934925e-07, + 2.54028350354929e-07, + 2.538004366670066e-07, + 2.535733187869482e-07, + 2.5334620090688986e-07, + 2.531193388222164e-07, + 2.528927609546372e-07, + 2.526672062685975e-07, + 2.524434989936708e-07, + 2.5222030330951384e-07, + 2.5199682340826257e-07, + 2.517746509056451e-07, + 2.515542973924312e-07, + 2.5133570602520194e-07, + 2.511168304408784e-07, + 2.5090000121963385e-07, + 2.5068339937206474e-07, + 2.504695828520198e-07, + 2.502556810668466e-07, + 2.5004024450936413e-07, + 2.4982526269923255e-07, + 2.4960820610431256e-07, + 2.493919168955472e-07, + 2.4917508767430263e-07, + 2.489569794761337e-07, + 2.4873961024241e-07, + 2.485224683823617e-07, + 2.4830657707752835e-07, + 2.480911689417553e-07, + 2.478770113611972e-07, + 2.4766603701209533e-07, + 2.4745554583205376e-07, + 2.4724724312363833e-07, + 2.470384004027437e-07, + 2.468285345003096e-07, + 2.466198623096716e-07, + 2.4640939955133945e-07, + 2.461981694068527e-07, + 2.4598816139587143e-07, + 2.457771586250601e-07, + 2.4556709377066e-07, + 2.4535700049455045e-07, + 2.4514787355656154e-07, + 2.449392013659235e-07, + 2.4473095550092694e-07, + 2.4452174329780973e-07, + 2.4431321321571886e-07, + 2.4410493892901286e-07, + 2.4389686359427287e-07, + 2.4368924300688377e-07, + 2.4348256033590587e-07, + 2.432756218695431e-07, + 2.4306936552420666e-07, + 2.4286424604724743e-07, + 2.4265983711302397e-07, + 2.4245753138529835e-07, + 2.4225778361142147e-07, + 2.4205866111515206e-07, + 2.4186019231819955e-07, + 2.4166357093236e-07, + 2.4146569899130554e-07, + 2.4126845232785854e-07, + 2.4106955720526457e-07, + 2.4087105998660263e-07, + 2.4067253434623126e-07, + 2.4047696456364065e-07, + 2.402820200586575e-07, + 2.4008772925299127e-07, + 2.398956553406606e-07, + 2.397030698375602e-07, + 2.3951039906933147e-07, + 2.3931744408400846e-07, + 2.3912281221782905e-07, + 2.3892837930361566e-07, + 2.3873320742495707e-07, + 2.3853820607655507e-07, + 2.3834387263832468e-07, + 2.38149453934966e-07, + 2.379554757681035e-07, + 2.3776277657816536e-07, + 2.3757159794968175e-07, + 2.3738304832932045e-07, + 2.3719687192169658e-07, + 2.3701153395450092e-07, + 2.3682832761551253e-07, + 2.366465707837051e-07, + 2.3646583713343716e-07, + 2.3628412293419387e-07, + 2.3609968025084527e-07, + 2.3591645970100217e-07, + 2.3573426233269856e-07, + 2.3555044492695743e-07, + 2.3536500748377875e-07, + 2.351799679445321e-07, + 2.3499462997733644e-07, + 2.3480943411868793e-07, + 2.3462439457944129e-07, + 2.3444017926976812e-07, + 2.3425631923146284e-07, + 2.3407453397794598e-07, + 2.338935729540026e-07, + 2.3371336510535912e-07, + 2.335332993652628e-07, + 2.3335142884661764e-07, + 2.3316906094805745e-07, + 2.329857835547955e-07, + 2.3280244931811467e-07, + 2.3261927140083571e-07, + 2.3243644875492464e-07, + 2.3225527456816053e-07, + 2.3207383037515683e-07, + 2.3189335252027377e-07, + 2.317140825880415e-07, + 2.3153307893153396e-07, + 2.313522315944283e-07, + 2.311717111069811e-07, + 2.3099218537936395e-07, + 2.3081385336354288e-07, + 2.3063648768584244e-07, + 2.304584540979704e-07, + 2.30281784752151e-07, + 2.3010628069641825e-07, + 2.2993380355273985e-07, + 2.297599905887182e-07, + 2.29586305522389e-07, + 2.2941235044982022e-07, + 2.2924055542716815e-07, + 2.2906765195784828e-07, + 2.288954874529736e-07, + 2.287216034346784e-07, + 2.2854909786929056e-07, + 2.2837690494270646e-07, + 2.2820562151082413e-07, + 2.2803510546509642e-07, + 2.2786528575124976e-07, + 2.276953807722748e-07, + 2.275258026429583e-07, + 2.273561392485135e-07, + 2.2718559478107636e-07, + 2.2701357238474884e-07, + 2.2684346845380787e-07, + 2.266730803057726e-07, + 2.2650363007414853e-07, + 2.2633527407833753e-07, + 2.2616923445184511e-07, + 2.2600465854338836e-07, + 2.258397984178373e-07, + 2.2567365931536187e-07, + 2.2550706546553556e-07, + 2.2534037213972624e-07, + 2.251728119517793e-07, + 2.2500496754673804e-07, + 2.2483902739622863e-07, + 2.2467300198059093e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0033406985457986593, + 0.0027323865797370672, + 0.0023006347473710775, + 0.00205295835621655, + 0.001926605822518468, + 0.001811060938052833, + 0.001811060938052833, + 0.001667244709096849, + 0.0015615737065672874, + 0.0013656083028763533, + 0.0012268763966858387, + 0.0011272018309682608, + 0.0010383910266682506, + 0.0009848972549661994, + 0.0009248165297321975, + 0.0008604185422882438, + 0.0008056053193286061, + 0.0007424130453728139, + 0.0006780557450838387, + 0.0006277250358834863, + 0.0005845908308401704, + 0.000556898710783571, + 0.0005299440235830843, + 0.0005086440360173583, + 0.000492547289468348, + 0.00047651425120420754, + 0.0004607217269949615, + 0.00045057671377435327, + 0.00044163488200865686, + 0.00043508067028596997, + 0.00042772683082148433, + 0.00042031845077872276, + 0.00041228762711398304, + 0.00040211837040260434, + 0.0003923317708540708, + 0.00038267092895694077, + 0.00037227070424705744, + 0.000362629332812503, + 0.00035463538370095193, + 0.000346171495039016, + 0.0003378993715159595, + 0.0003306690778117627, + 0.0003238441131543368, + 0.00031826013582758605, + 0.0003134772996418178, + 0.0003094106214120984, + 0.000304930261336267, + 0.000300347717711702, + 0.00029483222169801593, + 0.00028865886270068586, + 0.0002816731866914779, + 0.00027486024191603065, + 0.00026795637677423656, + 0.0002608644717838615, + 0.0002535337407607585, + 0.0002465197758283466, + 0.0002395556221017614, + 0.000233414612011984, + 0.00022770173382014036, + 0.00022266153246164322, + 0.00021771073807030916, + 0.00021299805666785687, + 0.0002083387807942927, + 0.00020410370780155063, + 0.0002001264365389943, + 0.00019610393792390823, + 0.0001920346840051934, + 0.0001878737093647942, + 0.0001835752191254869, + 0.0001795361313270405, + 0.0001757549907779321, + 0.00017247440700884908, + 0.00016955645696725696, + 0.00016667001182213426, + 0.00016393679834436625, + 0.00016122339002322406, + 0.00015847977192606777, + 0.0001558198273414746, + 0.00015331752365455031, + 0.00015088477812241763, + 0.00014850612205918878, + 0.00014633934188168496, + 0.00014414741599466652, + 0.0001420129556208849, + 0.00013991750893183053, + 0.0001379756722599268, + 0.0001359453599434346, + 0.00013396365102380514, + 0.00013209502503741533, + 0.0001303023746004328, + 0.00012862280709668994, + 0.0001272423833142966, + 0.00012601405614987016, + 0.00012482854072004557, + 0.0001236531970789656, + 0.00012247392442077398, + 0.00012118633458158001, + 0.00011989958147751167, + 0.00011864217231050134, + 0.00011735555017367005, + 0.00011609452485572547, + 0.00011489696044009179, + 0.00011366345279384404, + 0.00011244999768678099, + 0.00011129400081699714, + 0.00011016532516805455, + 0.0001090428268071264, + 0.00010798104631248862, + 0.00010697069956222549, + 0.00010596459469525144, + 0.00010498821211513132, + 0.00010401847248431295, + 0.00010305601608706638, + 0.0001020932977553457, + 0.0001011512940749526, + 0.00010027123062172905, + 9.944855992216617e-05, + 9.86538507277146e-05, + 9.786588634597138e-05, + 9.710060840006918e-05, + 9.635352034820244e-05, + 9.557451994623989e-05, + 9.481181768933311e-05, + 9.409919584868476e-05, + 9.341198165202513e-05, + 9.269199654227123e-05, + 9.20153470360674e-05, + 9.135485743172467e-05, + 9.066124766832218e-05, + 8.994041854748502e-05, + 8.928000897867605e-05, + 8.860076195560396e-05, + 8.791992149781436e-05, + 8.727521344553679e-05, + 8.661858009872958e-05, + 8.598557178629562e-05, + 8.5376130300574e-05, + 8.477773371851072e-05, + 8.417682693107054e-05, + 8.362572407349944e-05, + 8.306434756377712e-05, + 8.251652616309002e-05, + 8.198169234674424e-05, + 8.143149898387492e-05, + 8.087798778433353e-05, + 8.033231279114261e-05, + 7.980359805515036e-05, + 7.928193372208625e-05, + 7.880115299485624e-05, + 7.832381379557773e-05, + 7.786031346768141e-05, + 7.739648572169244e-05, + 7.69233301980421e-05, + 7.645240111742169e-05, + 7.601425750181079e-05, + 7.55835571908392e-05, + 7.516780897276476e-05, + 7.47617959859781e-05, + 7.435015140799806e-05, + 7.393778651021421e-05, + 7.352200918830931e-05, + 7.311092485906556e-05, + 7.27249207557179e-05, + 7.23476114217192e-05, + 7.197869854280725e-05, + 7.1609829319641e-05, + 7.125039701350033e-05, + 7.090005237841979e-05, + 7.054947491269559e-05, + 7.019674376351759e-05, + 6.985906657064334e-05, + 6.95149356033653e-05, + 6.917084101587534e-05, + 6.883405148983002e-05, + 6.84972619637847e-05, + 6.816407403675839e-05, + 6.782983109587803e-05, + 6.750711327185854e-05, + 6.718809163430706e-05, + 6.688985740765929e-05, + 6.658771599177271e-05, + 6.628085975535214e-05, + 6.59738143440336e-05, + 6.567604577867314e-05, + 6.537797162309289e-05, + 6.508171645691618e-05, + 6.480365846073255e-05, + 6.453089008573443e-05, + 6.425932951970026e-05, + 6.39880308881402e-05, + 6.371991912601516e-05, + 6.3446415879298e-05, + 6.31771472399123e-05, + 6.291476893238723e-05, + 6.267366552492604e-05, + 6.24416206846945e-05, + 6.221899093361571e-05, + 6.199663039296865e-05, + 6.176930764922872e-05, + 6.153027061372995e-05, + 6.128858512965962e-05, + 6.10410061199218e-05, + 6.079788363422267e-05, + 6.056932033970952e-05, + 6.033896352164447e-05, + 6.010040669934824e-05, + 5.9871701523661613e-05, + 5.96342324570287e-05, + 5.939623588346876e-05, + 5.9176461945753545e-05, + 5.896120273973793e-05, + 5.874346607015468e-05, + 5.854474875377491e-05, + 5.8348527090856805e-05, + 5.815029362565838e-05, + 5.7949400797951967e-05, + 5.77459650230594e-05, + 5.754009907832369e-05, + 5.733620855608024e-05, + 5.713355494663119e-05, + 5.69386211282108e-05, + 5.675032298313454e-05, + 5.6562952522654086e-05, + 5.638062066282146e-05, + 5.620116644422524e-05, + 5.6025193771347404e-05, + 5.5849966884125024e-05, + 5.567017797147855e-05, + 5.5488617363153026e-05, + 5.530292764888145e-05, + 5.511180643225089e-05, + 5.490973126143217e-05, + 5.4721702326787636e-05, + 5.452791083371267e-05, + 5.4329819249687716e-05, + 5.4138021368999034e-05, + 5.395718108047731e-05, + 5.376070839702152e-05, + 5.356445399229415e-05, + 5.337785114534199e-05, + 5.319129195413552e-05, + 5.2995572332292795e-05, + 5.280416735331528e-05, + 5.2605668315663934e-05, + 5.239924939814955e-05, + 5.218414298724383e-05, + 5.19696441187989e-05, + 5.174968464416452e-05, + 5.152720041223802e-05, + 5.130811769049615e-05, + 5.108355253469199e-05, + 5.085636439616792e-05, + 5.0640803237911314e-05, + 5.041954864282161e-05, + 5.0204173021484166e-05, + 5.0006245146505535e-05, + 4.9815407692221925e-05, + 4.962055754731409e-05, + 4.943730527884327e-05, + 4.9257869250141084e-05, + 4.906887261313386e-05, + 4.887387694907375e-05, + 4.867984898737632e-05, + 4.847901072935201e-05, + 4.826458462048322e-05, + 4.80513772345148e-05, + 4.784023985848762e-05, + 4.7629884647903964e-05, + 4.74207554361783e-05, + 4.720960350823589e-05, + 4.7004181396914646e-05, + 4.679246194427833e-05, + 4.657650788431056e-05, + 4.635184450307861e-05, + 4.6127264795359224e-05, + 4.590098615153693e-05, + 4.5673550630453974e-05, + 4.544652983895503e-05, + 4.5226352085592225e-05, + 4.500649083638564e-05, + 4.478478876990266e-05, + 4.4569667807081714e-05, + 4.4357901060720906e-05, + 4.4152653572382405e-05, + 4.39495051978156e-05, + 4.375950084067881e-05, + 4.357242869446054e-05, + 4.3386666220612824e-05, + 4.320159860071726e-05, + 4.301350054447539e-05, + 4.282566806068644e-05, + 4.263611481292173e-05, + 4.244325828040019e-05, + 4.2251547711202875e-05, + 4.205737786833197e-05, + 4.18672279920429e-05, + 4.167881343164481e-05, + 4.1490387957310304e-05, + 4.1301100281998515e-05, + 4.1119044908555225e-05, + 4.094063115189783e-05, + 4.076349796378054e-05, + 4.0591588913230225e-05, + 4.041960710310377e-05, + 4.025096495752223e-05, + 4.008414543932304e-05, + 3.992015990661457e-05, + 3.9759052015142515e-05, + 3.9598009607288986e-05, + 3.944290438084863e-05, + 3.9290429413085803e-05, + 3.91400717489887e-05, + 3.8988109736237675e-05, + 3.8842754293000326e-05, + 3.869818465318531e-05, + 3.855221802950837e-05, + 3.84104969270993e-05, + 3.827064574579708e-05, + 3.81312238459941e-05, + 3.7991241697454825e-05, + 3.7855857954127714e-05, + 3.7724737921962515e-05, + 3.759486571652815e-05, + 3.746497895917855e-05, + 3.733933772309683e-05, + 3.721167740877718e-05, + 3.7083751522004604e-05, + 3.6960860597901046e-05, + 3.6839250242337584e-05, + 3.6721754440804943e-05, + 3.660683796624653e-05, + 3.649521022452973e-05, + 3.638515408965759e-05, + 3.6274741432862356e-05, + 3.616247704485431e-05, + 3.6046079912921414e-05, + 3.593102883314714e-05, + 3.581549026421271e-05, + 3.569883847376332e-05, + 3.5581782867666334e-05, + 3.54649055225309e-05, + 3.534988718456589e-05, + 3.523574196151458e-05, + 3.5119985113851726e-05, + 3.5004377423319966e-05, + 3.4889082598965615e-05, + 3.477545396890491e-05, + 3.466212365310639e-05, + 3.455092883086763e-05, + 3.4443488402757794e-05, + 3.433825258980505e-05, + 3.4235312341479585e-05, + 3.4134751331293955e-05, + 3.4034830605378374e-05, + 3.393526640138589e-05, + 3.383634248166345e-05, + 3.3738040656317025e-05, + 3.3639083994785324e-05, + 3.354063301230781e-05, + 3.344256037962623e-05, + 3.3344469557050616e-05, + 3.32485833496321e-05, + 3.315548747195862e-05, + 3.306600046926178e-05, + 3.2979405659716576e-05, + 3.289279993623495e-05, + 3.280825330875814e-05, + 3.272238973295316e-05, + 3.263830876676366e-05, + 3.255403134971857e-05, + 3.246896812925115e-05, + 3.238469798816368e-05, + 3.230026413802989e-05, + 3.221732913516462e-05, + 3.2133684726431966e-05, + 3.2048625143943354e-05, + 3.1963449146132916e-05, + 3.187863694620319e-05, + 3.1795192626304924e-05, + 3.171365460730158e-05, + 3.163164365105331e-05, + 3.155061131110415e-05, + 3.147065217490308e-05, + 3.139168256893754e-05, + 3.131309858872555e-05, + 3.123276474070735e-05, + 3.1153806048678234e-05, + 3.1074509024620056e-05, + 3.099739842582494e-05, + 3.092232145718299e-05, + 3.085200660279952e-05, + 3.078455483773723e-05, + 3.071854371228255e-05, + 3.065375130972825e-05, + 3.058823858737014e-05, + 3.052273314096965e-05, + 3.0457134926109575e-05, + 3.0389677704079077e-05, + 3.0321483791340142e-05, + 3.025344994966872e-05, + 3.0183879061951302e-05, + 3.011507033079397e-05, + 3.0044542654650286e-05, + 2.997403862536885e-05, + 2.9904407711001113e-05, + 2.98348913929658e-05, + 2.9767616069875658e-05, + 2.9701986932195723e-05, + 2.9636728868354112e-05, + 2.9572980565717444e-05, + 2.9510083550121635e-05, + 2.9447843189700507e-05, + 2.9385540983639657e-05, + 2.9322914997464977e-05, + 2.926120396296028e-05, + 2.9198563424870372e-05, + 2.9135968361515552e-05, + 2.9072763936710544e-05, + 2.9008937417529523e-05, + 2.8944337827851996e-05, + 2.8878732337034307e-05, + 2.881315231206827e-05, + 2.8746440875693224e-05, + 2.8679536626441404e-05, + 2.861417488020379e-05, + 2.8550357455969788e-05, + 2.8486969313235022e-05, + 2.8424488846212626e-05, + 2.8362734155962244e-05, + 2.8302412829361856e-05, + 2.824247167154681e-05, + 2.8183063477627002e-05, + 2.812464845192153e-05, + 2.8066975573892705e-05, + 2.801037044264376e-05, + 2.7953408789471723e-05, + 2.7897089239559136e-05, + 2.7840798793477006e-05, + 2.7785288693848997e-05, + 2.7730326110031456e-05, + 2.767560181382578e-05, + 2.762148687907029e-05, + 2.7567999495659024e-05, + 2.7514222892932594e-05, + 2.7460750061436556e-05, + 2.7406998924561776e-05, + 2.7352692995918915e-05, + 2.7299054636387154e-05, + 2.724437217693776e-05, + 2.719008261919953e-05, + 2.7136040444020182e-05, + 2.7081916414317675e-05, + 2.702783422137145e-05, + 2.6973311832989566e-05, + 2.6919251467916183e-05, + 2.6865778636420146e-05, + 2.6812689611688256e-05, + 2.6758963940665126e-05, + 2.670548747119028e-05, + 2.6652487576939166e-05, + 2.6598740078043193e-05, + 2.6545774744590744e-05, + 2.649259658937808e-05, + 2.6439473003847525e-05, + 2.6387055186205544e-05, + 2.6335519578424282e-05, + 2.628472793730907e-05, + 2.6233523385599256e-05, + 2.6183897716691718e-05, + 2.613492324599065e-05, + 2.6087147489306517e-05, + 2.6039684598799795e-05, + 2.5992654627771117e-05, + 2.5946479581762105e-05, + 2.5900111722876318e-05, + 2.585349284345284e-05, + 2.580623004178051e-05, + 2.57583124039229e-05, + 2.571011646068655e-05, + 2.566122930147685e-05, + 2.5612025638110936e-05, + 2.5563393137417734e-05, + 2.551532452343963e-05, + 2.5467694285907783e-05, + 2.5420325982850045e-05, + 2.5373350581503473e-05, + 2.532691360102035e-05, + 2.528083678043913e-05, + 2.5234608983737417e-05, + 2.5188512154272757e-05, + 2.514249354135245e-05, + 2.5096609533648007e-05, + 2.5051300326595083e-05, + 2.5005916540976614e-05, + 2.4961485905805603e-05, + 2.49178810918238e-05, + 2.48742253461387e-05, + 2.48315445787739e-05, + 2.4788911105133593e-05, + 2.47466450673528e-05, + 2.4705172108951956e-05, + 2.4663628209964372e-05, + 2.4622037017252296e-05, + 2.45803839789005e-05, + 2.45391911448678e-05, + 2.4498245693393983e-05, + 2.4456925530103035e-05, + 2.4415443476755172e-05, + 2.4373906853725202e-05, + 2.4332724933628924e-05, + 2.4292399757541716e-05, + 2.4252431103377603e-05, + 2.421285171294585e-05, + 2.4174252757802606e-05, + 2.4136023057508282e-05, + 2.40977624343941e-05, + 2.4059130737441592e-05, + 2.4019935153773986e-05, + 2.3980774130905047e-05, + 2.3941176550579257e-05, + 2.3901135136839002e-05, + 2.3861142835812643e-05, + 2.3821099603082985e-05, + 2.3781298295943998e-05, + 2.3741546101518907e-05, + 2.370203219470568e-05, + 2.3663174943067133e-05, + 2.362431405344978e-05, + 2.3585602320963517e-05, + 2.354725802433677e-05, + 2.3509504899266176e-05, + 2.347187910345383e-05, + 2.3434329705196433e-05, + 2.3396678443532437e-05, + 2.3359290935331956e-05, + 2.3321936168940738e-05, + 2.3284943381440826e-05, + 2.3247894205269404e-05, + 2.3211456209537573e-05, + 2.3175223759608343e-05, + 2.3139151380746625e-05, + 2.3103586499928497e-05, + 2.3068394511938095e-05, + 2.3032958779367618e-05, + 2.2997632186161354e-05, + 2.2962856746744365e-05, + 2.2928317775949836e-05, + 2.2893706045579165e-05, + 2.285907066834625e-05, + 2.2824453481007367e-05, + 2.278973079228308e-05, + 2.2755028112442233e-05, + 2.271980520163197e-05, + 2.2685166186420247e-05, + 2.2650758182862774e-05, + 2.2617115973844193e-05, + 2.2583613827009685e-05, + 2.2550289941136725e-05, + 2.2517591787618585e-05, + 2.248547025374137e-05, + 2.2453232304542325e-05, + 2.2420756067731418e-05, + 2.2388945581042208e-05, + 2.2357617126544937e-05, + 2.2327125407173298e-05, + 2.229638812423218e-05, + 2.226544893346727e-05, + 2.2235257347347215e-05, + 2.2204900233191438e-05, + 2.2174341211211868e-05, + 2.214363485109061e-05, + 2.211242463090457e-05, + 2.208098339906428e-05, + 2.2049436665838584e-05, + 2.2017744413460605e-05, + 2.198606489400845e-05, + 2.1954740077489987e-05, + 2.1923384338151664e-05, + 2.1892230506637134e-05, + 2.1861396817257628e-05, + 2.1830534024047665e-05, + 2.1800089598400518e-05, + 2.176979796786327e-05, + 2.1739770090789534e-05, + 2.170985499105882e-05, + 2.1680272766388953e-05, + 2.1650910639436916e-05, + 2.162166674679611e-05, + 2.1592131815850735e-05, + 2.156252412532922e-05, + 2.153310015273746e-05, + 2.1503785319509916e-05, + 2.1474686946021393e-05, + 2.144569589290768e-05, + 2.1416952222352847e-05, + 2.138849231414497e-05, + 2.1359932361519895e-05, + 2.1331476091290824e-05, + 2.1303087123669684e-05, + 2.1274800019455142e-05, + 2.1246407413855195e-05, + 2.1218222173047252e-05, + 2.119017153745517e-05, + 2.1162324628676288e-05, + 2.113458867825102e-05, + 2.110674358846154e-05, + 2.107869295286946e-05, + 2.1050846044090576e-05, + 2.1022626242483966e-05, + 2.0994340957258828e-05, + 2.0966128431609832e-05, + 2.093798502755817e-05, + 2.0909777958877385e-05, + 2.088158726110123e-05, + 2.085373125737533e-05, + 2.0826140826102346e-05, + 2.079881596728228e-05, + 2.0771913114003837e-05, + 2.0745073925354518e-05, + 2.0718618543469347e-05, + 2.0692157704615965e-05, + 2.066582783299964e-05, + 2.0639492504415102e-05, + 2.0613089873222634e-05, + 2.0586967366398312e-05, + 2.056080847978592e-05, + 2.0535244402708486e-05, + 2.0509860405582003e-05, + 2.048477836069651e-05, + 2.0459716324694455e-05, + 2.0434650650713593e-05, + 2.0409448552527465e-05, + 2.0383864466566592e-05, + 2.035833676927723e-05, + 2.0332709027570672e-05, + 2.0307044906076044e-05, + 2.0281378965592012e-05, + 2.025558569584973e-05, + 2.0229972506058402e-05, + 2.0204364773235284e-05, + 2.017905717366375e-05, + 2.0153713194304146e-05, + 2.012830736930482e-05, + 2.0102956113987602e-05, + 2.0077575754839927e-05, + 2.0052191757713445e-05, + 2.002719156735111e-05, + 2.0002282326458953e-05, + 1.997778053919319e-05, + 1.9953504306613468e-05, + 1.992939542105887e-05, + 1.9905626686522737e-05, + 1.9881874322891235e-05, + 1.9858169252984226e-05, + 1.9834480553981848e-05, + 1.981078094104305e-05, + 1.9787423298112117e-05, + 1.976396561076399e-05, + 1.9740724383154884e-05, + 1.9717557734111324e-05, + 1.9694518414326012e-05, + 1.9671633708640002e-05, + 1.9648623492685147e-05, + 1.9625487766461447e-05, + 1.9602375687099993e-05, + 1.9579225408961065e-05, + 1.9556342522264458e-05, + 1.9533283193595707e-05, + 1.9510294805513695e-05, + 1.9487461031530984e-05, + 1.946461634361185e-05, + 1.944178802659735e-05, + 1.9418977899476886e-05, + 1.9396327843423933e-05, + 1.9373665054445155e-05, + 1.935101863637101e-05, + 1.9328605048940517e-05, + 1.9306555259390734e-05, + 1.9284785594209097e-05, + 1.9262946807430126e-05, + 1.9241253539803438e-05, + 1.9219682144466788e-05, + 1.919812166306656e-05, + 1.9176652131136507e-05, + 1.9154955225531012e-05, + 1.9133272871840745e-05, + 1.911157596623525e-05, + 1.908984086185228e-05, + 1.906812030938454e-05, + 1.9046541638090275e-05, + 1.902523945318535e-05, + 1.9004077330464497e-05, + 1.8983027985086665e-05, + 1.8962065951200202e-05, + 1.8941163943964057e-05, + 1.8920170987257734e-05, + 1.8898783309850842e-05, + 1.8877461116062477e-05, + 1.88560807146132e-05, + 1.8834542061085813e-05, + 1.8813167116604745e-05, + 1.8792032278724946e-05, + 1.8771033865050413e-05, + 1.8750073650153354e-05, + 1.872917709988542e-05, + 1.8708265997702256e-05, + 1.868736944743432e-05, + 1.8666318283067085e-05, + 1.8645454474608414e-05, + 1.8624530639499426e-05, + 1.8603837816044688e-05, + 1.8583110431791283e-05, + 1.8562564946478233e-05, + 1.854210495366715e-05, + 1.852175046224147e-05, + 1.8501223166822456e-05, + 1.848087413236499e-05, + 1.8460559658706188e-05, + 1.844042526499834e-05, + 1.8420394553686492e-05, + 1.840042205003556e-05, + 1.8380622350377962e-05, + 1.836090268625412e-05, + 1.83411921170773e-05, + 1.832168345572427e-05, + 1.8302111129742116e-05, + 1.8282524251844734e-05, + 1.8263017409481108e-05, + 1.8243656086269766e-05, + 1.8224327504867688e-05, + 1.8204844309366308e-05, + 1.8185506633017212e-05, + 1.8166298104915768e-05, + 1.8147209630114958e-05, + 1.8128084775526077e-05, + 1.8108876247424632e-05, + 1.8089744116878137e-05, + 1.807070839277003e-05, + 1.8051638107863255e-05, + 1.8032596926786937e-05, + 1.8013697626884095e-05, + 1.7994989320868626e-05, + 1.797630829969421e-05, + 1.7957678210223094e-05, + 1.793912088032812e-05, + 1.792052535165567e-05, + 1.7902111721923575e-05, + 1.788361623766832e-05, + 1.7865084373624995e-05, + 1.7846587070380338e-05, + 1.7828224372351542e-05, + 1.7809825294534676e-05, + 1.7791497157304548e-05, + 1.7773198123904876e-05, + 1.77549482032191e-05, + 1.773691656126175e-05, + 1.771899769664742e-05, + 1.7701167962513864e-05, + 1.7683536498225294e-05, + 1.7665994164417498e-05, + 1.764862099662423e-05, + 1.7631315131438896e-05, + 1.7614031094126403e-05, + 1.7596832549315877e-05, + 1.757957215886563e-05, + 1.7562251741765067e-05, + 1.754501681716647e-05, + 1.7527789168525487e-05, + 1.7510665202280506e-05, + 1.749350303725805e-05, + 1.747632268234156e-05, + 1.7459287846577354e-05, + 1.7442194803152233e-05, + 1.7425245459889993e-05, + 1.740825791785028e-05, + 1.7391255823895335e-05, + 1.7374215531162918e-05, + 1.7357218894176185e-05, + 1.7340284102829173e-05, + 1.732329292281065e-05, + 1.7306305380770937e-05, + 1.728921961330343e-05, + 1.7272099285037257e-05, + 1.725512083794456e-05, + 1.7238271539099514e-05, + 1.7221344023710117e-05, + 1.7204518371727318e-05, + 1.718791463645175e-05, + 1.7171409126603976e-05, + 1.7154829038190655e-05, + 1.7138308976427652e-05, + 1.7121752534876578e-05, + 1.7105201550293714e-05, + 1.7088595996028744e-05, + 1.707222509139683e-05, + 1.7055856005754322e-05, + 1.7039661543094553e-05, + 1.702360350464005e-05, + 1.7007718270178884e-05, + 1.6991887605399825e-05, + 1.6976153347059153e-05, + 1.696028994047083e-05, + 1.6944386516115628e-05, + 1.692839214229025e-05, + 1.6912415958358906e-05, + 1.6896421584533527e-05, + 1.6880354451132007e-05, + 1.686428913671989e-05, + 1.6848262021085247e-05, + 1.6832373148645274e-05, + 1.6816466086311266e-05, + 1.6800653611426242e-05, + 1.6785101252025925e-05, + 1.6769567082519643e-05, + 1.6754071111790836e-05, + 1.6738646081648767e-05, + 1.6723295630072244e-05, + 1.670794517849572e-05, + 1.6692469216650352e-05, + 1.667688411544077e-05, + 1.666139178269077e-05, + 1.6645954019622877e-05, + 1.663049988565035e-05, + 1.661509850237053e-05, + 1.65998990269145e-05, + 1.6584677723585628e-05, + 1.6569389117648825e-05, + 1.6554353351239115e-05, + 1.6539277567062527e-05, + 1.6524292732356116e-05, + 1.6509395209141076e-05, + 1.6494477677042596e-05, + 1.647973658691626e-05, + 1.6464904547319748e-05, + 1.6450056136818603e-05, + 1.6435295037808828e-05, + 1.642046481720172e-05, + 1.640577283978928e-05, + 1.639104630157817e-05, + 1.637645618757233e-05, + 1.636188244447112e-05, + 1.634727232158184e-05, + 1.633272950130049e-05, + 1.6318186681019142e-05, + 1.6303576558129862e-05, + 1.628896643524058e-05, + 1.6274218069156632e-05, + 1.6259606127277948e-05, + 1.6245045117102563e-05, + 1.6230485925916582e-05, + 1.6215939467656426e-05, + 1.6201411199290305e-05, + 1.618695205252152e-05, + 1.617260932107456e-05, + 1.6158299331436865e-05, + 1.6143972970894538e-05, + 1.6129730283864774e-05, + 1.611560037417803e-05, + 1.610158506082371e-05, + 1.6087551557575352e-05, + 1.6073650840553455e-05, + 1.6059764675446786e-05, + 1.6046056771301664e-05, + 1.6032343410188332e-05, + 1.601853182364721e-05, + 1.600474934093654e-05, + 1.5990834071999416e-05, + 1.5976966096786782e-05, + 1.5963061741786078e-05, + 1.594907917024102e-05, + 1.5935143892420456e-05, + 1.592122316651512e-05, + 1.590738247614354e-05, + 1.589357270859182e-05, + 1.587984115758445e-05, + 1.5866315152379684e-05, + 1.5852820069994777e-05, + 1.5839465049793944e-05, + 1.5826077287783846e-05, + 1.5812622223165818e-05, + 1.5799243556102738e-05, + 1.5785752111696638e-05, + 1.5772211554576643e-05, + 1.5758745576022193e-05, + 1.574521593283862e-05, + 1.5731748135294765e-05, + 1.5718282156740315e-05, + 1.570487438584678e-05, + 1.5691497537773103e-05, + 1.567814797454048e-05, + 1.5664734746678732e-05, + 1.5651366993552074e-05, + 1.563801197335124e-05, + 1.5624671505065635e-05, + 1.5611360140610486e-05, + 1.5598112440784462e-05, + 1.5584844732075e-05, + 1.5571622498100623e-05, + 1.5558474842691794e-05, + 1.5545369024039246e-05, + 1.553239781060256e-05, + 1.5519590306212194e-05, + 1.5506822819588706e-05, + 1.5494100807700306e-05, + 1.5481495211133733e-05, + 1.5468811398022808e-05, + 1.545616760267876e-05, + 1.5443416486959904e-05, + 1.5430690837092698e-05, + 1.5417961549246684e-05, + 1.5405423255288042e-05, + 1.539292497909628e-05, + 1.53804703586502e-05, + 1.5368155800388195e-05, + 1.535581031930633e-05, + 1.534345756226685e-05, + 1.5331088434322737e-05, + 1.5318611986003816e-05, + 1.5306146451621316e-05, + 1.529363180452492e-05, + 1.5281133528333157e-05, + 1.5268675269908272e-05, + 1.5256212464009877e-05, + 1.5243775123963133e-05, + 1.523142145742895e-05, + 1.5219165106827859e-05, + 1.5207076103251893e-05, + 1.5195141713775229e-05, + 1.5183259165496565e-05, + 1.5171516679401975e-05, + 1.5159866052272264e-05, + 1.5148279999266379e-05, + 1.5136632100620773e-05, + 1.5124807760003023e-05, + 1.5113061635929625e-05, + 1.5101380995474756e-05, + 1.5089595763129182e-05, + 1.5077709576871712e-05, + 1.5065847037476487e-05, + 1.505396721768193e-05, + 1.5042095583339687e-05, + 1.5030233953439165e-05, + 1.5018423255241942e-05, + 1.5006636203906965e-05, + 1.4994981938798446e-05, + 1.4983379514887929e-05, + 1.4971828022680711e-05, + 1.496028562542051e-05, + 1.4948627722333185e-05, + 1.4936937986931298e-05, + 1.4925189134373795e-05, + 1.4913435734342784e-05, + 1.4901692338753492e-05, + 1.4889971680531744e-05, + 1.4878358342684805e-05, + 1.4866727724438533e-05, + 1.4855158951831982e-05, + 1.484366748627508e-05, + 1.483206324337516e-05, + 1.4820469004916959e-05, + 1.4808898413321003e-05, + 1.4797388757870067e-05, + 1.4785956409468781e-05, + 1.4774586816201918e-05, + 1.4763174476684071e-05, + 1.4751850358152296e-05, + 1.4740600818186067e-05, + 1.4729543181601912e-05, + 1.4718401871505193e-05, + 1.4707266927871387e-05, + 1.4696114703838248e-05, + 1.4685103451483883e-05, + 1.4674020349048078e-05, + 1.4662984540336765e-05, + 1.4651838682766538e-05, + 1.464077922719298e-05, + 1.462973978050286e-05, + 1.461876217945246e-05, + 1.460783005313715e-05, + 1.4596943401556928e-05, + 1.4586053111997899e-05, + 1.4575182831322309e-05, + 1.456430800317321e-05, + 1.4553375876857899e-05, + 1.4542349163093604e-05, + 1.4531445231114049e-05, + 1.452052401873516e-05, + 1.4509660104522482e-05, + 1.4498868949885946e-05, + 1.4488226042885799e-05, + 1.4477677723334637e-05, + 1.4467110304394737e-05, + 1.445646194042638e-05, + 1.444578174414346e-05, + 1.443509609089233e-05, + 1.4424354958464392e-05, + 1.441359654563712e-05, + 1.4402960005099885e-05, + 1.439231800759444e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 0.8309455513954163, + 0.6000000238418579, + 1.0, + 0.0, + NaN, + 0.875, + 1.0, + 1.0, + 0.9411764740943909, + 1.0, + 0.7222222089767456, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7755101919174194, + 1.0, + 0.9069767594337463, + 0.8461538553237915, + 1.0, + 1.0, + 0.692307710647583, + 0.9259259104728699, + 0.7599999904632568, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8863636255264282, + 1.0, + 1.0, + 0.9347826242446899, + 1.0, + 0.8604651093482971, + 0.8918918967247009, + 0.8787878751754761, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9607843160629272, + 1.0, + 0.9494949579238892, + 1.0, + 1.0, + 1.0, + 0.9719626307487488, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9271523356437683, + 0.9428571462631226, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937106966972351, + 1.0, + 1.0, + 0.9580838084220886, + 1.0, + 1.0, + 1.0, + 0.9722222089767456, + 1.0, + 1.0, + 0.989847719669342, + 1.0, + 0.9795918464660645, + 0.8541666865348816, + 0.9207317233085632, + 0.9933775067329407, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850000143051147, + 1.0, + 1.0, + 0.985981285572052, + 1.0, + 1.0, + 0.9771689772605896, + 0.9813084006309509, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9617021083831787, + 0.9601770043373108, + 0.9907833933830261, + 1.0, + 0.9954338073730469, + 1.0, + 1.0, + 1.0, + 0.9572649598121643, + 0.9866071343421936, + 1.0, + 0.9620253443717957, + 1.0, + 1.0, + 1.0, + 0.938697338104248, + 1.0, + 1.0, + 0.9698113203048706, + 1.0, + 0.9888059496879578, + 0.9849056601524353, + 1.0, + 1.0, + 0.9368029832839966, + 1.0, + 0.9961832165718079, + 0.9961685538291931, + 1.0, + 1.0, + 1.0, + 0.9893993139266968, + 1.0, + 0.9397163391113281, + 1.0, + 0.9888059496879578, + 1.0, + 1.0, + 1.0, + 0.9473684430122375, + 1.0, + 0.9814814925193787, + 0.99245285987854, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9543859958648682, + 0.9926470518112183, + 0.9925925731658936, + 1.0, + 0.9889705777168274, + 0.9888476133346558, + 1.0, + 1.0, + 0.9710144996643066, + 1.0, + 1.0, + 0.9928825497627258, + 1.0, + 1.0, + 1.0, + 0.979238748550415, + 1.0, + 0.9471830725669861, + 1.0, + 1.0, + 1.0, + 0.9826388955116272, + 1.0, + 1.0, + 0.9515570998191833, + 0.9927272796630859, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996515691280365, + 0.9860140085220337, + 0.9290779829025269, + 0.9732824563980103, + 0.9686274528503418, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930796027183533, + 0.9512194991111755, + 1.0, + 1.0, + 0.969072163105011, + 1.0, + 1.0, + 0.9333333373069763, + 0.9892857074737549, + 1.0, + 0.9222614765167236, + 0.9961685538291931, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9718309640884399, + 0.9746376872062683, + 1.0, + 0.9814814925193787, + 0.99245285987854, + 0.9885931611061096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9396825432777405, + 1.0, + 1.0, + 0.9779874086380005, + 0.9517685174942017, + 1.0, + 1.0, + 0.9603658318519592, + 1.0, + 1.0, + 0.9881305694580078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975961446762085, + 1.0, + 1.0, + 0.9615384340286255, + 1.0, + 0.9864253401756287, + 0.9311926364898682, + 0.9753694534301758, + 1.0, + 0.95110023021698, + 0.9897172451019287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9864341020584106, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9856459498405457, + 1.0, + 1.0, + 0.9860031008720398, + 1.0, + 0.9842271208763123, + 1.0, + 0.9489633440971375, + 0.9983193278312683, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 1.0, + 1.0, + 1.0, + 0.9762901067733765, + 0.9942857027053833, + 1.0, + 0.984308123588562, + 1.0, + 0.9942857027053833, + 1.0, + 0.9971346855163574, + 0.9956896305084229, + 1.0, + 0.9757834672927856, + 0.9956204295158386, + 0.9985337257385254, + 1.0, + 0.9684361815452576, + 1.0, + 1.0, + 0.9827337861061096, + 0.9985358715057373, + 1.0, + 1.0, + 0.9785407781600952, + 0.9795321822166443, + 1.0, + 1.0, + 0.9779086709022522, + 1.0, + 1.0, + 0.9710564613342285, + 1.0, + 0.9761549830436707, + 0.9877862334251404, + 0.9814528822898865, + 0.995275616645813, + 1.0, + 1.0, + 1.0, + 0.9985465407371521, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945054650306702, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960370063781738, + 1.0, + 0.99210524559021, + 0.9761273264884949, + 0.989130437374115, + 0.9876373410224915, + 0.9860917925834656, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865771532058716, + 0.9795918464660645, + 0.9694444537162781, + 0.9756447076797485, + 1.0, + 0.983988344669342, + 1.0, + 0.986994206905365, + 1.0, + 1.0, + 0.9985755085945129, + 1.0, + 0.9901130199432373, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9919028282165527, + 0.9850339889526367, + 1.0, + 0.9959127902984619, + 0.99452805519104, + 0.9958734512329102, + 1.0, + 1.0, + 0.990641713142395, + 1.0, + 0.9800000190734863, + 0.9809523820877075, + 0.9431345462799072, + 0.966176450252533, + 0.9847792983055115, + 0.9876352548599243, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958217144012451, + 1.0, + 1.0, + 0.9946164488792419, + 1.0, + 0.9744279980659485, + 0.9820442199707031, + 1.0, + 0.983146071434021, + 0.9928571581840515, + 0.9956834316253662, + 1.0, + 1.0, + 0.9914893507957458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9838509559631348, + 0.9835858345031738, + 1.0, + 0.9922978281974792, + 0.9948253631591797, + 0.9830949306488037, + 1.0, + 0.9973545074462891, + 0.9893898963928223, + 0.9932975769042969, + 0.9878542423248291, + 1.0, + 0.9946019053459167, + 1.0, + 0.9919028282165527, + 0.9959183931350708, + 1.0, + 0.9945429563522339, + 0.9945130348205566, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933599233627319, + 1.0, + 0.9986962080001831, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974619150161743, + 0.9949109554290771, + 0.9987212419509888, + 1.0, + 1.0, + 0.9974874258041382, + 1.0, + 0.9913580417633057, + 1.0, + 1.0, + 0.9926380515098572, + 0.988875150680542, + 0.9912499785423279, + 1.0, + 0.9751243591308594, + 0.9923469424247742, + 0.980719804763794, + 0.9986894130706787, + 0.9960629940032959, + 0.9868247509002686, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993968665599823, + 0.9939320683479309, + 0.9963369965553284, + 1.0, + 0.9975489974021912, + 0.9938575029373169, + 0.9975278377532959, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926918148994446, + 1.0, + 0.9841656684875488, + 0.9863861203193665, + 1.0, + 0.9825436472892761, + 1.0, + 0.9962073564529419, + 0.9860405921936035, + 1.0, + 1.0, + 1.0, + 0.993686854839325, + 0.9987293481826782, + 1.0, + 1.0, + 1.0, + 0.9962916970252991, + 0.9838709831237793, + 0.996216893196106, + 0.9949367046356201, + 0.9796437621116638, + 0.9948052167892456, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987995028495789, + 1.0, + 0.9988024234771729, + 0.9880095720291138, + 1.0, + 1.0, + 0.9951748847961426, + 0.9890909194946289, + 1.0, + 1.0, + 1.0, + 0.9975757598876953, + 1.0, + 0.9951573610305786, + 1.0, + 0.987908124923706, + 0.9987760186195374, + 1.0, + 0.9901960492134094, + 0.9938119053840637, + 1.0, + 1.0, + 0.9889298677444458, + 0.9975124597549438, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880810379981995, + 0.9975874423980713, + 0.9818621277809143, + 1.0, + 0.9987684488296509, + 0.9852034449577332, + 0.9862328171730042, + 1.0, + 1.0, + 0.9838107228279114, + 0.9886075854301453, + 0.9769526124000549, + 1.0, + 1.0, + 0.9794871807098389, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927448630332947, + 1.0, + 0.9975757598876953, + 0.9939246773719788, + 1.0, + 0.9902676343917847, + 0.9987714886665344, + 0.9950799345970154, + 1.0, + 0.9925834536552429, + 0.9962639808654785, + 1.0, + 1.0, + 1.0, + 0.9975489974021912, + 1.0, + 0.996314525604248, + 1.0, + 0.995067834854126, + 0.9938042163848877, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963189959526062, + 0.9987684488296509, + 0.9963008761405945, + 1.0, + 1.0, + 1.0, + 0.9963548183441162, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9917550086975098, + 0.9940617680549622, + 0.9940263032913208, + 0.9879807829856873, + 1.0, + 0.9890643954277039, + 1.0, + 0.9987760186195374, + 1.0, + 1.0, + 0.9927184581756592, + 1.0, + 0.9805352687835693, + 0.996277928352356, + 0.9912827014923096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964454770088196, + 1.0, + 0.991706132888794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882903695106506, + 1.0, + 0.9869668483734131, + 0.9939975738525391, + 0.9963768124580383, + 0.9890909194946289, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890776872634888, + 1.0, + 0.9939098954200745, + 1.0, + 0.9975489974021912, + 0.996314525604248, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915764331817627, + 1.0, + 1.0, + 0.9963985681533813, + 1.0, + 1.0, + 1.0, + 0.9964157938957214, + 1.0, + 1.0, + 0.9928486347198486, + 0.9867947101593018, + 0.9902676343917847, + 1.0, + 0.9963369965553284, + 0.9975489974021912, + 1.0, + 0.998774528503418, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964157938957214, + 0.9904076457023621, + 0.9963680505752563, + 0.9975698590278625, + 0.9987819790840149, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953380227088928, + 0.9918032884597778, + 0.996458113193512, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941792488098145, + 1.0, + 0.9918509721755981, + 1.0, + 0.9941588640213013, + 0.9988248944282532, + 0.9976470470428467, + 1.0, + 0.9941725134849548, + 1.0, + 0.9941452145576477, + 0.997644305229187, + 1.0, + 0.9940968155860901, + 0.9988123774528503, + 1.0, + 0.9928825497627258, + 1.0, + 1.0, + 0.9988165497779846, + 0.9952606558799744, + 1.0, + 1.0, + 0.9952940940856934, + 0.9964538812637329, + 0.9964413046836853, + 1.0, + 1.0, + 0.9988235235214233, + 0.997644305229187, + 1.0, + 1.0, + 0.9953051805496216, + 0.9929245114326477, + 1.0, + 1.0, + 0.9988137483596802, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 1.0, + 0.9952996373176575, + 1.0, + 0.9988248944282532, + 1.0, + 1.0, + 0.9905992746353149, + 0.9964413046836853, + 0.9976190328598022, + 0.9916467666625977, + 0.9975932836532593, + 0.9927623867988586, + 0.9987849593162537, + 1.0, + 0.9975698590278625, + 1.0, + 1.0, + 0.9975932836532593, + 1.0, + 0.9963898658752441, + 1.0, + 1.0, + 0.9940119981765747, + 1.0, + 0.9940119981765747, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988109469413757, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941725134849548, + 0.9953106641769409, + 1.0, + 0.9964912533760071, + 0.9894366264343262, + 0.9964413046836853, + 1.0, + 0.9988179802894592, + 1.0, + 1.0, + 1.0, + 0.9883177280426025, + 1.0, + 0.9917452931404114, + 0.9940546751022339, + 0.9916267991065979, + 0.9987937211990356, + 0.9963768124580383, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941657185554504, + 1.0, + 0.9964912533760071, + 0.98591548204422, + 1.0, + 1.0, + 0.9976218938827515, + 0.9976162314414978, + 1.0, + 1.0, + 1.0, + 0.9964953064918518, + 0.9988276958465576, + 1.0, + 0.9988304376602173, + 0.989461362361908, + 1.0, + 1.0, + 0.9859485030174255, + 1.0, + 0.9964538812637329, + 0.9964413046836853, + 1.0, + 0.990510106086731, + 1.0, + 1.0, + 0.9964497089385986, + 1.0, + 0.9929245114326477, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 0.997633159160614, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930475354194641, + 0.9988331198692322, + 1.0, + 1.0, + 1.0, + 0.9976744055747986, + 0.9941725134849548, + 1.0, + 1.0, + 0.9964953064918518, + 0.9941383600234985, + 0.9941037893295288, + 1.0, + 0.9929078221321106, + 1.0, + 0.9892984628677368, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998826265335083, + 1.0, + 1.0, + 0.9988399147987366, + 1.0, + 0.9965197443962097, + 1.0, + 0.9965075850486755, + 0.9871495366096497, + 1.0, + 0.9917159676551819, + 1.0, + 1.0, + 0.9964622855186462, + 1.0, + 1.0, + 0.9965075850486755, + 1.0, + 0.9976798295974731, + 1.0, + 0.9976798295974731, + 1.0, + 1.0, + 1.0, + 0.9988452792167664, + 1.0, + 1.0, + 1.0, + 0.9976931810379028, + 1.0, + 0.9988479018211365, + 0.9965397715568542, + 0.9988425970077515, + 0.9918887615203857, + 0.9894859790802002, + 0.9988193511962891, + 0.9988179802894592, + 0.9928994178771973, + 1.0, + 0.9988179802894592, + 1.0, + 1.0, + 1.0, + 0.9871495366096497, + 0.9988165497779846, + 0.9988151788711548, + 0.990510106086731, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988372325897217, + 1.0, + 1.0, + 0.9953542351722717, + 0.9941657185554504, + 0.9882628917694092, + 0.989311158657074, + 0.9975990653038025, + 0.9903730154037476, + 0.9939246773719788, + 0.9963325262069702, + 1.0, + 1.0, + 0.9952095746994019, + 0.9963898658752441, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976498484611511, + 1.0, + 0.9905771613121033, + 0.9976218938827515, + 0.9976162314414978, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99303138256073, + 1.0, + 0.996503472328186, + 0.9953216314315796, + 1.0, + 1.0, + 1.0, + 0.9965197443962097, + 0.9953434467315674, + 0.9964912533760071, + 1.0, + 0.9941657185554504, + 0.9953051805496216, + 0.9846698045730591, + 1.0, + 1.0, + 1.0, + 0.9893742799758911, + 1.0, + 0.997633159160614, + 1.0, + 0.9941383600234985, + 1.0, + 0.9964622855186462, + 0.997633159160614, + 0.9976274967193604, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906976819038391, + 1.0, + 0.9964912533760071, + 0.9953051805496216, + 0.9882075190544128, + 0.9928401112556458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906759858131409, + 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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_df_eval.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..29062e1aad9357e6d783edf3fcf97580d92cbd9e --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_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 +40.0,40.0,-0.02741131,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.8201752 +55.0,47.5,-0.02853453,1000.0,20000.0,20.0,1250.0,,288.0,0.0002495392,0.1,2.8296008 +50.0,48.333332,-0.03127379,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,2.8154714 +45.0,47.5,-0.03335131,1290.3226,40000.0,31.0,2500.0,,608.0,0.0002490272,0.1,2.8075216 +52.0,48.4,-0.03591715,1351.3513,50000.0,37.0,3125.0,,768.0,0.0002487712,0.1,2.8200507 +40.0,47.0,-0.035974465,1395.3489,60000.0,43.0,3750.0,,928.0,0.0002485152,0.1,2.8050165 +36.0,45.42857,-0.032083474,1458.3334,70000.0,48.0,4375.0,,1088.0,0.0002482592,0.1,2.819038 +44.0,45.25,-0.033517648,1481.4814,80000.0,54.0,5000.0,,1248.0,0.0002480032,0.1,2.8108811 +54.0,46.22222,-0.03209967,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.822412 +60.0,47.6,-0.03322523,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.8169842 +70.0,49.636364,-0.032951456,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7402253 +76.0,51.833332,-0.030182866,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.7178726 +82.0,54.153847,-0.030872814,1566.265,130000.0,83.0,8125.0,,2016.0,0.0002467744,0.1,2.7210748 +80.0,56.0,-0.032855503,1573.0337,140000.0,89.0,8750.0,,2176.0,0.0002465184,0.1,2.725809 +72.0,57.066666,-0.032235805,1578.9474,150000.0,95.0,9375.0,,2336.0,0.0002462624,0.1,2.7362669 +66.0,57.625,-0.034097206,1600.0,160000.0,100.0,10000.0,,2496.0,0.0002460064,0.1,2.7549858 +60.0,57.764706,-0.03254617,1603.7736,170000.0,106.0,10625.0,,2656.0,0.0002457504,0.1,2.7465923 +54.0,57.555557,-0.038181815,1621.6216,180000.0,111.0,11250.0,,2784.0,0.0002455456,0.1,2.7213588 +54.0,57.36842,-0.03260883,1623.9316,190000.0,117.0,11875.0,,2944.0,0.0002452896,0.1,2.7252572 +58.0,57.4,-0.035808627,1626.0162,200000.0,123.0,12500.0,,3104.0,0.0002450336,0.1,2.7168782 +52.0,57.142857,-0.034235235,1627.907,210000.0,129.0,13125.0,,3264.0,0.0002447776,0.1,2.7327476 +54.0,57.0,-0.03170497,1641.791,220000.0,134.0,13750.0,,3424.0,0.0002445216,0.1,2.716611 +62.0,57.217392,-0.03350445,1642.8572,230000.0,140.0,14375.0,,3584.0,0.0002442656,0.1,2.700188 +62.0,57.416668,-0.034607437,1632.6531,240000.0,147.0,15000.0,,3744.0,0.0002440096,0.1,2.7013874 +62.0,57.6,-0.03153225,1633.9869,250000.0,153.0,15625.0,,3904.0,0.0002437536,0.1,2.6555495 +70.0,58.076923,-0.03204412,1645.5696,260000.0,158.0,16250.0,,4032.0,0.0002435488,0.1,2.6446176 +90.0,59.25926,-0.032957062,1656.4418,270000.0,163.0,16875.0,,4192.0,0.0002432928,0.1,2.6725316 +86.0,60.214287,-0.03257896,1656.8047,280000.0,169.0,17500.0,,4352.0,0.0002430368,0.1,2.6012154 +96.0,61.448277,-0.031003578,1657.1428,290000.0,175.0,18125.0,,4512.0,0.0002427808,0.1,2.665937 +98.0,62.666668,-0.039901163,1657.4586,300000.0,181.0,18750.0,,4672.0,0.0002425248,0.1,2.6404662 +78.0,63.16129,-0.030198537,1657.754,310000.0,187.0,19375.0,,4832.0,0.0002422688,0.1,2.5763168 +92.0,64.0625,-0.028111182,1658.0311,320000.0,193.0,20000.0,,4992.0,0.0002420128,0.1,2.5967088 +86.0,64.72727,-0.03462712,1666.6666,330000.0,198.0,20625.0,,5152.0,0.0002417568,0.1,2.5844994 +84.0,65.29412,-0.033869155,1666.6666,340000.0,204.0,21250.0,,5312.0,0.0002415008,0.1,2.6133623 +90.0,66.0,-0.032256108,1674.6411,350000.0,209.0,21875.0,,5440.0,0.000241296,0.1,2.6522195 +90.0,66.666664,-0.03027768,1674.4186,360000.0,215.0,22500.0,,5600.0,0.00024104,0.1,2.622882 +96.0,67.45946,-0.04187125,1681.8182,370000.0,220.0,23125.0,,5760.0,0.000240784,0.1,2.6287851 +100.0,68.31579,-0.03238375,1681.4159,380000.0,226.0,23750.0,,5920.0,0.000240528,0.1,2.5886006 +104.0,69.23077,-0.030400591,1681.0344,390000.0,232.0,24375.0,,6080.0,0.000240272,0.1,2.5319674 +106.0,70.15,-0.030319473,1680.6722,400000.0,238.0,25000.0,,6240.0,0.000240016,0.1,2.557769 +100.0,70.87805,-0.030858286,1680.3279,410000.0,244.0,25625.0,,6400.0,0.00023976,0.1,2.5335956 +114.0,71.90476,-0.032248635,1680.0,420000.0,250.0,26250.0,,6560.0,0.000239504,0.1,2.4327383 +114.0,72.88372,-0.030734412,1686.2745,430000.0,255.0,26875.0,,6688.0,0.0002392992,0.1,2.474361 +126.0,74.09091,-0.034707576,1685.8237,440000.0,261.0,27500.0,,6848.0,0.0002390432,0.1,2.4743102 +136.0,75.46667,-0.03647747,1691.7294,450000.0,266.0,28125.0,,7008.0,0.0002387872,0.1,2.4658003 +118.0,76.391304,-0.029406998,1691.1765,460000.0,272.0,28750.0,,7168.0,0.0002385312,0.1,2.3985918 +116.0,77.23404,-0.028604634,1696.7509,470000.0,277.0,29375.0,,7328.0,0.0002382752,0.1,2.383082 +104.0,77.791664,-0.03615741,1696.113,480000.0,283.0,30000.0,,7488.0,0.0002380192,0.1,2.396954 +100.0,78.244896,-0.028372342,1689.6552,490000.0,290.0,30625.0,,7648.0,0.0002377632,0.1,2.3921208 +104.0,78.76,-0.03397645,1694.9153,500000.0,295.0,31250.0,,7808.0,0.0002375072,0.1,2.4594002 +82.0,78.82353,-0.030287141,1694.3522,510000.0,301.0,31875.0,,7968.0,0.0002372512,0.1,2.4426188 +90.0,79.03846,-0.02958591,1699.3464,520000.0,306.0,32500.0,,8096.0,0.0002370464,0.1,2.4717808 +92.0,79.28302,-0.030258123,1704.18,530000.0,311.0,33125.0,,8256.0,0.0002367904,0.1,2.4784083 +96.0,79.59259,-0.031367797,1703.47,540000.0,317.0,33750.0,,8416.0,0.0002365344,0.1,2.4455545 +90.0,79.781815,-0.032874115,1702.7864,550000.0,323.0,34375.0,,8576.0,0.0002362784,0.1,2.4398987 +102.0,80.17857,-0.030230781,1696.9697,560000.0,330.0,35000.0,,8736.0,0.0002360224,0.1,2.5135226 +80.0,80.17544,-0.03482075,1701.4926,570000.0,335.0,35625.0,,8896.0,0.0002357664,0.1,2.4631596 +78.0,80.13793,-0.032798402,1700.8798,580000.0,341.0,36250.0,,9056.0,0.0002355104,0.1,2.4796774 +80.0,80.13559,-0.031904504,1700.2882,590000.0,347.0,36875.0,,9216.0,0.0002352544,0.1,2.5279322 +76.0,80.066666,-0.03850862,1704.5454,600000.0,352.0,37500.0,,9344.0,0.0002350496,0.1,2.4640553 +70.0,79.90164,-0.04041922,1703.9106,610000.0,358.0,38125.0,,9504.0,0.0002347936,0.1,2.5305843 +62.0,79.6129,-0.030906592,1703.2968,620000.0,364.0,38750.0,,9664.0,0.0002345376,0.1,2.4176111 +74.0,79.52381,-0.03105542,1702.7028,630000.0,370.0,39375.0,,9824.0,0.0002342816,0.1,2.424556 +64.0,79.28125,-0.036126196,1702.1277,640000.0,376.0,40000.0,,9984.0,0.0002340256,0.1,2.4107528 +74.0,79.2,-0.028645633,1701.5707,650000.0,382.0,40625.0,,10144.0,0.0002337696,0.1,2.4370599 +84.0,79.27273,-0.029074399,1705.4264,660000.0,387.0,41250.0,,10304.0,0.0002335136,0.1,2.420967 +78.0,79.25373,-0.03968202,1704.8346,670000.0,393.0,41875.0,,10464.0,0.0002332576,0.1,2.5071185 +64.0,79.02941,-0.027830102,1704.2606,680000.0,399.0,42500.0,,10624.0,0.0002330016,0.1,2.3796751 +72.0,78.927536,-0.029588502,1707.9208,690000.0,404.0,43125.0,,10752.0,0.0002327968,0.1,2.4278414 +86.0,79.02857,-0.038716987,1711.4915,700000.0,409.0,43750.0,,10912.0,0.0002325408,0.1,2.37187 +92.0,79.211266,-0.03584059,1710.8434,710000.0,415.0,44375.0,,11072.0,0.0002322848,0.1,2.307074 +94.0,79.416664,-0.03848707,1710.2137,720000.0,421.0,45000.0,,11232.0,0.0002320288,0.1,2.4283218 +110.0,79.83562,-0.030074894,1709.6019,730000.0,427.0,45625.0,,11392.0,0.0002317728,0.1,2.35503 +108.0,80.21622,-0.032437976,1712.963,740000.0,432.0,46250.0,,11552.0,0.0002315168,0.1,2.3219345 +112.0,80.64,-0.028502924,1712.3287,750000.0,438.0,46875.0,,11712.0,0.0002312608,0.1,2.2944083 +104.0,80.947365,-0.027455198,1707.8651,760000.0,445.0,47500.0,,11872.0,0.0002310048,0.1,2.288743 +110.0,81.32468,-0.025483645,1711.1111,770000.0,450.0,48125.0,,12000.0,0.0002308,0.1,2.2869747 +112.0,81.71795,-0.033505157,1710.5264,780000.0,456.0,48750.0,,12160.0,0.000230544,0.1,2.2564697 +108.0,82.05064,-0.029788662,1713.6659,790000.0,461.0,49375.0,,12320.0,0.000230288,0.1,2.3183494 +116.0,82.475,-0.029308114,1713.0621,800000.0,467.0,50000.0,,12480.0,0.000230032,0.1,2.2342887 +108.0,82.79012,-0.028884174,1716.1017,810000.0,472.0,50625.0,,12640.0,0.000229776,0.1,2.212024 +104.0,83.04878,-0.027691288,1715.4812,820000.0,478.0,51250.0,,12800.0,0.00022952,0.1,2.2820468 +120.0,83.49397,-0.036549203,1714.876,830000.0,484.0,51875.0,,12960.0,0.000229264,0.1,2.2576203 +106.0,83.7619,-0.028600954,1717.7914,840000.0,489.0,52500.0,,13120.0,0.000229008,0.1,2.1635132 +104.0,84.0,-0.027484018,1717.1718,850000.0,495.0,53125.0,,13280.0,0.000228752,0.1,2.1409159 +112.0,84.325584,-0.026030067,1723.4469,860000.0,499.0,53750.0,,13408.0,0.0002285472,0.1,2.1874843 +104.0,84.55173,-0.027415914,1722.7722,870000.0,505.0,54375.0,,13568.0,0.0002282912,0.1,2.1336179 +94.0,84.65909,-0.027970897,1722.1135,880000.0,511.0,55000.0,,13728.0,0.0002280352,0.1,2.1443987 +110.0,84.94382,-0.030604428,1721.47,890000.0,517.0,55625.0,,13888.0,0.0002277792,0.1,2.2338364 +112.0,85.244446,-0.03260329,1717.5573,900000.0,524.0,56250.0,,14048.0,0.0002275232,0.1,2.1561453 +104.0,85.45055,-0.026762173,1716.9811,910000.0,530.0,56875.0,,14208.0,0.0002272672,0.1,2.0572736 +90.0,85.5,-0.036291804,1716.418,920000.0,536.0,57500.0,,14368.0,0.0002270112,0.1,2.153667 +80.0,85.44086,-0.028042907,1715.8672,930000.0,542.0,58125.0,,14528.0,0.0002267552,0.1,2.247654 +72.0,85.297874,-0.030809252,1718.4644,940000.0,547.0,58750.0,,14656.0,0.0002265504,0.1,2.1557922 +72.0,85.1579,-0.028954474,1714.8014,950000.0,554.0,59375.0,,14816.0,0.0002262944,0.1,2.1909885 +72.0,85.020836,-0.026697058,1714.2858,960000.0,560.0,60000.0,,14976.0,0.0002260384,0.1,2.219224 +78.0,84.948456,-0.028544188,1716.8142,970000.0,565.0,60625.0,,15136.0,0.0002257824,0.1,2.2222753 +98.0,85.081635,-0.027910594,1716.2872,980000.0,571.0,61250.0,,15296.0,0.0002255264,0.1,2.204687 +98.0,85.21212,-0.02824932,1715.7712,990000.0,577.0,61875.0,,15456.0,0.0002252704,0.1,2.3107715 +96.0,85.32,-0.030167079,1718.213,1000000.0,582.0,62500.0,,15616.0,0.0002250144,0.1,2.2454474 +92.0,85.84,-0.025618223,1717.6871,1010000.0,588.0,63125.0,,15776.0,0.0002247584,0.1,2.0698695 +90.0,86.19,-0.03669854,1720.0675,1020000.0,593.0,63750.0,,15936.0,0.0002245024,0.1,2.2343628 +76.0,86.45,-0.03000052,1719.5326,1030000.0,599.0,64375.0,,16064.0,0.0002242976,0.1,2.2609415 +64.0,86.64,-0.030446704,1719.0083,1040000.0,605.0,65000.0,,16224.0,0.0002240416,0.1,2.2551339 +54.0,86.66,-0.03137618,1718.4943,1050000.0,611.0,65625.0,,16384.0,0.0002237856,0.1,2.2894187 +42.0,86.68,-0.028581046,1717.9902,1060000.0,617.0,66250.0,,16544.0,0.0002235296,0.1,2.1872675 +44.0,86.76,-0.03074844,1717.496,1070000.0,623.0,66875.0,,16704.0,0.0002232736,0.1,2.2289824 +38.0,86.7,-0.028863126,1719.7452,1080000.0,628.0,67500.0,,16864.0,0.0002230176,0.1,2.2747753 +50.0,86.66,-0.040427625,1721.959,1090000.0,633.0,68125.0,,17024.0,0.0002227616,0.1,2.1286464 +58.0,86.64,-0.03056093,1718.75,1100000.0,640.0,68750.0,,17184.0,0.0002225056,0.1,2.2435327 +74.0,86.68,-0.041470863,1720.9302,1110000.0,645.0,69375.0,,17312.0,0.0002223008,0.1,2.3039463 +76.0,86.68,-0.041119218,1720.43,1120000.0,651.0,70000.0,,17472.0,0.0002220448,0.1,2.2918062 +80.0,86.66,-0.03837403,1722.561,1130000.0,656.0,70625.0,,17632.0,0.0002217888,0.1,2.210363 +74.0,86.6,-0.033116218,1724.6595,1140000.0,661.0,71250.0,,17792.0,0.0002215328,0.1,2.2344398 +70.0,86.58,-0.040055495,1724.138,1150000.0,667.0,71875.0,,17952.0,0.0002212768,0.1,2.3618956 +58.0,86.5,-0.03222686,1726.1904,1160000.0,672.0,72500.0,,18112.0,0.0002210208,0.1,2.3323624 +46.0,86.36,-0.03320651,1725.6637,1170000.0,678.0,73125.0,,18272.0,0.0002207648,0.1,2.383691 +44.0,86.26,-0.034321323,1725.1462,1180000.0,684.0,73750.0,,18432.0,0.0002205088,0.1,2.3456647 +46.0,86.18,-0.029039351,1727.1407,1190000.0,689.0,74375.0,,18592.0,0.0002202528,0.1,2.316476 +44.0,86.04,-0.03985747,1726.6187,1200000.0,695.0,75000.0,,18720.0,0.000220048,0.1,2.2624662 +44.0,85.96,-0.03123551,1726.1056,1210000.0,701.0,75625.0,,18880.0,0.000219792,0.1,2.2944853 +62.0,86.04,-0.037418105,1728.0453,1220000.0,706.0,76250.0,,19040.0,0.000219536,0.1,2.16931 +72.0,86.14,-0.029763352,1727.5281,1230000.0,712.0,76875.0,,19200.0,0.00021928,0.1,2.1701956 +90.0,86.42,-0.030007055,1729.4282,1240000.0,717.0,77500.0,,19360.0,0.000219024,0.1,2.1490886 +84.0,86.64,-0.029053759,1728.9073,1250000.0,723.0,78125.0,,19520.0,0.000218768,0.1,2.1486835 +82.0,86.76,-0.026317865,1728.395,1260000.0,729.0,78750.0,,19680.0,0.000218512,0.1,2.0861063 +72.0,86.58,-0.027910719,1725.5435,1270000.0,736.0,79375.0,,19840.0,0.000218256,0.1,2.1635559 +66.0,86.38,-0.028214583,1727.3954,1280000.0,741.0,80000.0,,20000.0,0.000218,0.1,2.2277389 +54.0,85.96,-0.029286046,1726.9076,1290000.0,747.0,80625.0,,20128.0,0.0002177952,0.1,2.1863158 +62.0,85.6,-0.027038978,1726.4276,1300000.0,753.0,81250.0,,20288.0,0.0002175392,0.1,2.0839365 +66.0,85.48,-0.026912106,1725.9552,1310000.0,759.0,81875.0,,20448.0,0.0002172832,0.1,2.021122 +68.0,85.24,-0.03705651,1725.4902,1320000.0,765.0,82500.0,,20608.0,0.0002170272,0.1,2.2572975 +70.0,85.08,-0.027071917,1725.0325,1330000.0,771.0,83125.0,,20768.0,0.0002167712,0.1,2.2063844 +74.0,84.98,-0.026689705,1726.8041,1340000.0,776.0,83750.0,,20928.0,0.0002165152,0.1,2.1627364 +74.0,84.82,-0.03219388,1726.3427,1350000.0,782.0,84375.0,,21088.0,0.0002162592,0.1,2.1789522 +74.0,84.66,-0.028151823,1725.8883,1360000.0,788.0,85000.0,,21248.0,0.0002160032,0.1,2.2963378 +76.0,84.46,-0.029891402,1727.6167,1370000.0,793.0,85625.0,,21376.0,0.0002157984,0.1,2.2619205 +80.0,84.26,-0.029826127,1729.3234,1380000.0,798.0,86250.0,,21536.0,0.0002155424,0.1,2.2115622 +86.0,84.08,-0.02775875,1728.8557,1390000.0,804.0,86875.0,,21696.0,0.0002152864,0.1,2.243864 +92.0,83.94,-0.030050652,1730.5315,1400000.0,809.0,87500.0,,21856.0,0.0002150304,0.1,2.1403341 +88.0,83.82,-0.028466165,1727.9412,1410000.0,816.0,88125.0,,22016.0,0.0002147744,0.1,2.0978189 +90.0,83.58,-0.025693286,1729.598,1420000.0,821.0,88750.0,,22176.0,0.0002145184,0.1,1.9834166 +98.0,83.42,-0.027454175,1729.1415,1430000.0,827.0,89375.0,,22336.0,0.0002142624,0.1,1.9827869 +92.0,83.08,-0.025082178,1730.7693,1440000.0,832.0,90000.0,,22496.0,0.0002140064,0.1,1.9641844 +108.0,82.8,-0.038003072,1730.3103,1450000.0,838.0,90625.0,,22656.0,0.0002137504,0.1,2.2059093 +102.0,82.64,-0.03648764,1731.9098,1460000.0,843.0,91250.0,,22784.0,0.0002135456,0.1,2.265478 +112.0,82.6,-0.027511206,1733.4906,1470000.0,848.0,91875.0,,22944.0,0.0002132896,0.1,2.2250926 +106.0,82.62,-0.02662843,1733.0211,1480000.0,854.0,92500.0,,23104.0,0.0002130336,0.1,2.0670156 +100.0,82.62,-0.028072555,1732.5581,1490000.0,860.0,93125.0,,23264.0,0.0002127776,0.1,2.068221 +94.0,82.52,-0.030355815,1734.104,1500000.0,865.0,93750.0,,23424.0,0.0002125216,0.1,2.1704512 +94.0,82.64,-0.029263644,1733.6395,1510000.0,871.0,94375.0,,23584.0,0.0002122656,0.1,2.1568394 +92.0,82.66,-0.02927674,1733.1813,1520000.0,877.0,95000.0,,23744.0,0.0002120096,0.1,2.2651155 +86.0,82.6,-0.029612787,1732.7294,1530000.0,883.0,95625.0,,23904.0,0.0002117536,0.1,2.0683599 +100.0,82.64,-0.0282569,1734.2343,1540000.0,888.0,96250.0,,24032.0,0.0002115488,0.1,2.1431112 +96.0,82.7,-0.039727144,1733.7808,1550000.0,894.0,96875.0,,24192.0,0.0002112928,0.1,2.0585222 +98.0,82.66,-0.027332079,1733.3334,1560000.0,900.0,97500.0,,24352.0,0.0002110368,0.1,2.082281 +94.0,82.8,-0.02906196,1734.8066,1570000.0,905.0,98125.0,,24512.0,0.0002107808,0.1,2.1954198 +100.0,83.02,-0.029130455,1734.3578,1580000.0,911.0,98750.0,,24672.0,0.0002105248,0.1,2.1416867 +96.0,83.18,-0.028465545,1735.8079,1590000.0,916.0,99375.0,,24832.0,0.0002102688,0.1,2.092204 +92.0,83.34,-0.037763346,1735.3579,1600000.0,922.0,100000.0,,24992.0,0.0002100128,0.1,2.003717 +102.0,83.66,-0.028472262,1734.9138,1610000.0,928.0,100625.0,,25152.0,0.0002097568,0.1,2.0302725 +100.0,84.04,-0.03496476,1736.3344,1620000.0,933.0,101250.0,,25312.0,0.0002095008,0.1,2.3442183 +94.0,84.24,-0.044131696,1737.7399,1630000.0,938.0,101875.0,,25440.0,0.000209296,0.1,2.2097144 +98.0,84.58,-0.03280964,1737.2881,1640000.0,944.0,102500.0,,25600.0,0.00020904,0.1,2.1576555 +94.0,84.78,-0.043543167,1736.8422,1650000.0,950.0,103125.0,,25760.0,0.000208784,0.1,2.3453696 +86.0,84.8,-0.036547452,1736.4017,1660000.0,956.0,103750.0,,25920.0,0.000208528,0.1,2.3382916 +78.0,84.8,-0.03978651,1737.7732,1670000.0,961.0,104375.0,,26080.0,0.000208272,0.1,2.2083683 +78.0,84.94,-0.030942181,1737.3319,1680000.0,967.0,105000.0,,26240.0,0.000208016,0.1,2.2787757 +74.0,84.96,-0.043323845,1736.8962,1690000.0,973.0,105625.0,,26400.0,0.00020776,0.1,2.2884605 +54.0,84.64,-0.033585817,1736.4658,1700000.0,979.0,106250.0,,26560.0,0.000207504,0.1,2.3069198 +48.0,84.2,-0.042884346,1737.8049,1710000.0,984.0,106875.0,,26688.0,0.0002072992,0.1,2.2662752 +44.0,83.7,-0.043804932,1737.3738,1720000.0,990.0,107500.0,,26848.0,0.0002070432,0.1,2.2512658 +24.0,82.84,-0.029982666,1736.9478,1730000.0,996.0,108125.0,,27008.0,0.0002067872,0.1,2.2573864 +30.0,82.06,-0.042134304,1736.527,1740000.0,1002.0,108750.0,,27168.0,0.0002065312,0.1,2.1964595 +30.0,81.24,-0.029668117,1736.1111,1750000.0,1008.0,109375.0,,27328.0,0.0002062752,0.1,2.2839208 +38.0,80.58,-0.043948807,1737.4136,1760000.0,1013.0,110000.0,,27488.0,0.0002060192,0.1,2.2870677 +48.0,79.96,-0.033888742,1736.9971,1770000.0,1019.0,110625.0,,27648.0,0.0002057632,0.1,2.3405428 +66.0,79.5,-0.03657632,1738.2812,1780000.0,1024.0,111250.0,,27808.0,0.0002055072,0.1,2.3295562 +84.0,79.26,-0.035734497,1737.8641,1790000.0,1030.0,111875.0,,27968.0,0.0002052512,0.1,2.3831882 +100.0,79.1,-0.031603213,1739.1305,1800000.0,1035.0,112500.0,,28096.0,0.0002050464,0.1,2.3587353 +130.0,79.32,-0.035417527,1737.0442,1810000.0,1042.0,113125.0,,28256.0,0.0002047904,0.1,2.315576 +156.0,79.84,-0.036939032,1738.2999,1820000.0,1047.0,113750.0,,28416.0,0.0002045344,0.1,2.3425553 +182.0,80.46,-0.033568226,1737.8917,1830000.0,1053.0,114375.0,,28576.0,0.0002042784,0.1,2.3022811 +236.0,81.76,-0.037968643,1739.1305,1840000.0,1058.0,115000.0,,28736.0,0.0002040224,0.1,2.3853803 +278.0,83.5,-0.03558796,1738.7218,1850000.0,1064.0,115625.0,,28896.0,0.0002037664,0.1,2.378367 +338.0,85.76,-0.038690086,1739.9438,1860000.0,1069.0,116250.0,,29056.0,0.0002035104,0.1,2.2932205 +372.0,88.44,-0.037479196,1739.5349,1870000.0,1075.0,116875.0,,29216.0,0.0002032544,0.1,2.2849984 +436.0,91.86,-0.037525415,1740.7407,1880000.0,1080.0,117500.0,,29344.0,0.0002030496,0.1,2.3167157 +480.0,95.56,-0.037448503,1740.3315,1890000.0,1086.0,118125.0,,29504.0,0.0002027936,0.1,2.2707374 +512.0,99.56,-0.03510965,1739.9268,1900000.0,1092.0,118750.0,,29664.0,0.0002025376,0.1,2.0942423 +552.0,104.04,-0.035975344,1739.5264,1910000.0,1098.0,119375.0,,29824.0,0.0002022816,0.1,2.107531 +556.0,108.7,-0.035233267,1739.1305,1920000.0,1104.0,120000.0,,29984.0,0.0002020256,0.1,2.238139 +580.0,113.7,-0.03401486,1738.7388,1930000.0,1110.0,120625.0,,30144.0,0.0002017696,0.1,2.1782756 +574.0,118.72,-0.036906004,1739.9103,1940000.0,1115.0,121250.0,,30304.0,0.0002015136,0.1,2.133645 +562.0,123.62,-0.037633277,1739.5183,1950000.0,1121.0,121875.0,,30464.0,0.0002012576,0.1,1.9011647 +562.0,128.52,-0.033298075,1740.6749,1960000.0,1126.0,122500.0,,30624.0,0.0002010016,0.1,2.010881 +566.0,133.4,-0.03494691,1741.8214,1970000.0,1131.0,123125.0,,30752.0,0.0002007968,0.1,2.008235 +582.0,138.24,-0.032995798,1741.4248,1980000.0,1137.0,123750.0,,30912.0,0.0002005408,0.1,1.9982176 +590.0,143.16,-0.032211013,1742.5569,1990000.0,1142.0,124375.0,,31072.0,0.0002002848,0.1,1.9802285 +622.0,148.42,-0.034691352,1742.1603,2000000.0,1148.0,125000.0,,31232.0,0.0002000288,0.1,2.0324636 +646.0,153.96,-0.038018517,1741.7678,2010000.0,1154.0,125625.0,,31392.0,0.0001997728,0.1,2.08564 +660.0,159.66,-0.035665333,1741.3793,2020000.0,1160.0,126250.0,,31552.0,0.0001995168,0.1,1.9885051 +676.0,165.66,-0.03523686,1740.9949,2030000.0,1166.0,126875.0,,31712.0,0.0001992608,0.1,2.033091 +686.0,171.88,-0.03452359,1742.1007,2040000.0,1171.0,127500.0,,31872.0,0.0001990048,0.1,2.0189042 +684.0,178.18,-0.033165317,1741.7162,2050000.0,1177.0,128125.0,,32000.0,0.0001988,0.1,1.8915204 +702.0,184.78,-0.031051341,1741.3356,2060000.0,1183.0,128750.0,,32160.0,0.000198544,0.1,1.9198976 +716.0,191.5,-0.034587983,1742.4242,2070000.0,1188.0,129375.0,,32320.0,0.000198288,0.1,1.9783726 +730.0,198.42,-0.03457154,1743.5038,2080000.0,1193.0,130000.0,,32480.0,0.000198032,0.1,1.9483774 +746.0,205.38,-0.035605855,1743.1193,2090000.0,1199.0,130625.0,,32640.0,0.000197776,0.1,2.0745907 +762.0,212.42,-0.033476513,1742.7386,2100000.0,1205.0,131250.0,,32800.0,0.00019752,0.1,1.8733795 +776.0,219.44,-0.03422889,1743.8016,2110000.0,1210.0,131875.0,,32960.0,0.000197264,0.1,1.8989656 +788.0,226.56,-0.033625312,1743.421,2120000.0,1216.0,132500.0,,33120.0,0.000197008,0.1,1.8828257 +790.0,233.66,-0.03257832,1743.0442,2130000.0,1222.0,133125.0,,33280.0,0.000196752,0.1,1.9326456 +828.0,241.2,-0.034366608,1744.0913,2140000.0,1227.0,133750.0,,33408.0,0.0001965472,0.1,1.9051023 +830.0,248.8,-0.0349652,1745.1299,2150000.0,1232.0,134375.0,,33568.0,0.0001962912,0.1,1.9932824 +878.0,257.0,-0.032529436,1744.7496,2160000.0,1238.0,135000.0,,33728.0,0.0001960352,0.1,2.0080168 +928.0,265.82,-0.03402537,1744.373,2170000.0,1244.0,135625.0,,33888.0,0.0001957792,0.1,2.0914028 +960.0,274.98,-0.03429709,1744.0,2180000.0,1250.0,136250.0,,34048.0,0.0001955232,0.1,1.9823515 +1008.0,284.6,-0.032516714,1743.6306,2190000.0,1256.0,136875.0,,34208.0,0.0001952672,0.1,1.8846688 +986.0,294.02,-0.03431817,1744.6471,2200000.0,1261.0,137500.0,,34368.0,0.0001950112,0.1,2.0406525 +1018.0,303.76,-0.03346301,1744.2778,2210000.0,1267.0,138125.0,,34528.0,0.0001947552,0.1,1.9036362 +994.0,313.08,-0.03318381,1743.912,2220000.0,1273.0,138750.0,,34656.0,0.0001945504,0.1,1.9092513 +990.0,322.26,-0.030601902,1744.914,2230000.0,1278.0,139375.0,,34816.0,0.0001942944,0.1,2.0437145 +984.0,331.2,-0.030854482,1744.5483,2240000.0,1284.0,140000.0,,34976.0,0.0001940384,0.1,1.9339839 +978.0,340.14,-0.035167724,1744.186,2250000.0,1290.0,140625.0,,35136.0,0.0001937824,0.1,1.9398319 +990.0,349.22,-0.033285238,1743.8271,2260000.0,1296.0,141250.0,,35296.0,0.0001935264,0.1,1.9771678 +1042.0,358.92,-0.034011874,1743.4716,2270000.0,1302.0,141875.0,,35456.0,0.0001932704,0.1,2.0004354 +1054.0,368.8,-0.032412887,1743.1193,2280000.0,1308.0,142500.0,,35616.0,0.0001930144,0.1,1.8684659 +1114.0,379.4,-0.030115223,1742.7701,2290000.0,1314.0,143125.0,,35776.0,0.0001927584,0.1,1.8516084 +1144.0,390.22,-0.02756919,1743.7452,2300000.0,1319.0,143750.0,,35936.0,0.0001925024,0.1,1.8788289 +1164.0,401.2,-0.028777152,1744.713,2310000.0,1324.0,144375.0,,36064.0,0.0001922976,0.1,1.7990737 +1238.0,412.9,-0.03141347,1744.361,2320000.0,1330.0,145000.0,,36224.0,0.0001920416,0.1,1.810981 +1306.0,425.26,-0.02925234,1745.3184,2330000.0,1335.0,145625.0,,36384.0,0.0001917856,0.1,1.8763609 +1396.0,438.48,-0.03187863,1744.9664,2340000.0,1341.0,146250.0,,36544.0,0.0001915296,0.1,1.7478335 +1494.0,452.68,-0.029720388,1744.6177,2350000.0,1347.0,146875.0,,36704.0,0.0001912736,0.1,1.854329 +1532.0,467.26,-0.03356759,1744.272,2360000.0,1353.0,147500.0,,36864.0,0.0001910176,0.1,1.8601589 +1618.0,482.68,-0.030535096,1745.2135,2370000.0,1358.0,148125.0,,37024.0,0.0001907616,0.1,1.7371465 +1708.0,498.96,-0.030494334,1746.1482,2380000.0,1363.0,148750.0,,37184.0,0.0001905056,0.1,1.8773612 +1788.0,515.98,-0.03259176,1745.7998,2390000.0,1369.0,149375.0,,37312.0,0.0001903008,0.1,1.8444316 +1854.0,533.6,-0.031060278,1746.7249,2400000.0,1374.0,150000.0,,37472.0,0.0001900448,0.1,1.8406246 +1898.0,551.7,-0.03164834,1746.3768,2410000.0,1380.0,150625.0,,37632.0,0.0001897888,0.1,1.8831799 +1964.0,570.44,-0.029790072,1747.2924,2420000.0,1385.0,151250.0,,37792.0,0.0001895328,0.1,1.8221445 +1964.0,589.1,-0.030742092,1746.9447,2430000.0,1391.0,151875.0,,37952.0,0.0001892768,0.1,1.7438498 +2014.0,608.32,-0.028020961,1746.5999,2440000.0,1397.0,152500.0,,38112.0,0.0001890208,0.1,1.7664566 +1998.0,627.22,-0.026286777,1746.258,2450000.0,1403.0,153125.0,,38272.0,0.0001887648,0.1,1.8145813 +2076.0,646.96,-0.028191876,1747.159,2460000.0,1408.0,153750.0,,38432.0,0.0001885088,0.1,1.8481922 +2062.0,666.46,-0.028499763,1746.8175,2470000.0,1414.0,154375.0,,38592.0,0.0001882528,0.1,1.8646486 +2110.0,686.5,-0.027067214,1747.7096,2480000.0,1419.0,155000.0,,38720.0,0.000188048,0.1,1.8046119 +2116.0,706.66,-0.03228547,1748.5955,2490000.0,1424.0,155625.0,,38880.0,0.000187792,0.1,1.7556212 +2210.0,727.82,-0.030449472,1748.2517,2500000.0,1430.0,156250.0,,39040.0,0.000187536,0.1,1.8715799 +2326.0,750.14,-0.03099947,1747.9109,2510000.0,1436.0,156875.0,,39200.0,0.00018728,0.1,1.7506253 +2356.0,772.78,-0.027032861,1747.5729,2520000.0,1442.0,157500.0,,39360.0,0.000187024,0.1,1.84224 +2440.0,796.32,-0.02967019,1747.2375,2530000.0,1448.0,158125.0,,39520.0,0.000186768,0.1,1.7980917 +2524.0,820.56,-0.028196828,1746.905,2540000.0,1454.0,158750.0,,39680.0,0.000186512,0.1,1.8003699 +2644.0,846.04,-0.03012482,1746.5753,2550000.0,1460.0,159375.0,,39840.0,0.000186256,0.1,1.740298 +2762.0,872.68,-0.028802706,1747.4403,2560000.0,1465.0,160000.0,,40000.0,0.000186,0.1,1.7553632 +2850.0,900.24,-0.02502171,1748.2993,2570000.0,1470.0,160625.0,,40128.0,0.0001857952,0.1,1.7349343 +2942.0,928.66,-0.023073638,1747.9675,2580000.0,1476.0,161250.0,,40288.0,0.0001855392,0.1,1.6762614 +3094.0,958.64,-0.026850378,1747.6383,2590000.0,1482.0,161875.0,,40448.0,0.0001852832,0.1,1.8205638 +3156.0,989.28,-0.026671782,1748.4869,2600000.0,1487.0,162500.0,,40608.0,0.0001850272,0.1,1.717588 +3368.0,1021.94,-0.022942726,1748.1581,2610000.0,1493.0,163125.0,,40768.0,0.0001847712,0.1,1.7044303 +3516.0,1056.1,-0.025645852,1748.9987,2620000.0,1498.0,163750.0,,40928.0,0.0001845152,0.1,1.6720669 +3634.0,1091.5,-0.027274864,1748.6702,2630000.0,1504.0,164375.0,,41088.0,0.0001842592,0.1,1.7482327 +3838.0,1128.9,-0.025079276,1748.3444,2640000.0,1510.0,165000.0,,41248.0,0.0001840032,0.1,1.6794646 +3934.0,1167.3,-0.023109643,1749.1749,2650000.0,1515.0,165625.0,,41376.0,0.0001837984,0.1,1.6940721 +3934.0,1205.78,-0.021403182,1748.8495,2660000.0,1521.0,166250.0,,41536.0,0.0001835424,0.1,1.6287348 +4114.0,1246.14,-0.023251975,1749.6724,2670000.0,1526.0,166875.0,,41696.0,0.0001832864,0.1,1.6932132 +4200.0,1287.36,-0.026542619,1749.3473,2680000.0,1532.0,167500.0,,41856.0,0.0001830304,0.1,1.6202116 +4410.0,1330.72,-0.023653895,1749.0247,2690000.0,1538.0,168125.0,,42016.0,0.0001827744,0.1,1.7440125 +4520.0,1375.38,-0.026665576,1748.7047,2700000.0,1544.0,168750.0,,42176.0,0.0001825184,0.1,1.8292987 +4590.0,1420.8,-0.026045775,1748.3871,2710000.0,1550.0,169375.0,,42336.0,0.0001822624,0.1,1.7680401 +4570.0,1466.06,-0.027192991,1748.072,2720000.0,1556.0,170000.0,,42496.0,0.0001820064,0.1,1.7943033 +4572.0,1511.54,-0.026324855,1748.8789,2730000.0,1561.0,170625.0,,42656.0,0.0001817504,0.1,1.6252403 +4712.0,1558.36,-0.02601382,1749.6807,2740000.0,1566.0,171250.0,,42784.0,0.0001815456,0.1,1.5660927 +4926.0,1607.32,-0.022855565,1749.3639,2750000.0,1572.0,171875.0,,42944.0,0.0001812896,0.1,1.7464845 +5116.0,1658.1,-0.02192622,1749.0494,2760000.0,1578.0,172500.0,,43104.0,0.0001810336,0.1,1.6828613 +5112.0,1708.74,-0.02489722,1749.842,2770000.0,1583.0,173125.0,,43264.0,0.0001807776,0.1,1.6641009 +5192.0,1760.0,-0.026926693,1748.4276,2780000.0,1590.0,173750.0,,43424.0,0.0001805216,0.1,1.7697117 +5218.0,1811.34,-0.025459852,1748.1204,2790000.0,1596.0,174375.0,,43584.0,0.0001802656,0.1,1.7103992 +5178.0,1862.12,-0.02373117,1748.907,2800000.0,1601.0,175000.0,,43744.0,0.0001800096,0.1,1.709347 +5148.0,1912.3,-0.026338642,1748.5999,2810000.0,1607.0,175625.0,,43904.0,0.0001797536,0.1,1.5455766 +5184.0,1962.58,-0.02374041,1749.3796,2820000.0,1612.0,176250.0,,44032.0,0.0001795488,0.1,1.4809506 +5208.0,2012.84,-0.025114482,1749.0729,2830000.0,1618.0,176875.0,,44192.0,0.0001792928,0.1,1.6888349 +5164.0,2062.12,-0.025599161,1748.7684,2840000.0,1624.0,177500.0,,44352.0,0.0001790368,0.1,1.6936396 +5192.0,2111.26,-0.024365827,1748.4663,2850000.0,1630.0,178125.0,,44512.0,0.0001787808,0.1,1.5264919 +5186.0,2159.74,-0.022845656,1749.2355,2860000.0,1635.0,178750.0,,44672.0,0.0001785248,0.1,1.7002972 +5202.0,2208.04,-0.02455925,1748.9336,2870000.0,1641.0,179375.0,,44832.0,0.0001782688,0.1,1.5862917 +5162.0,2255.3,-0.021766083,1749.6963,2880000.0,1646.0,180000.0,,44992.0,0.0001780128,0.1,1.6130352 +5098.0,2301.48,-0.02663189,1749.3947,2890000.0,1652.0,180625.0,,45152.0,0.0001777568,0.1,1.5906438 +5128.0,2347.64,-0.026456278,1749.0953,2900000.0,1658.0,181250.0,,45312.0,0.0001775008,0.1,1.6568433 +5098.0,2393.1,-0.019904459,1749.8496,2910000.0,1663.0,181875.0,,45440.0,0.000177296,0.1,1.6138667 +5006.0,2437.6,-0.024765637,1750.5995,2920000.0,1668.0,182500.0,,45600.0,0.00017704,0.1,1.5906253 +4972.0,2481.52,-0.023681343,1750.2987,2930000.0,1674.0,183125.0,,45760.0,0.000176784,0.1,1.6735156 +5004.0,2525.82,-0.019908018,1751.0422,2940000.0,1679.0,183750.0,,45920.0,0.000176528,0.1,1.5243804 +5158.0,2571.78,-0.020435834,1750.7418,2950000.0,1685.0,184375.0,,46080.0,0.000176272,0.1,1.5399802 +5192.0,2618.08,-0.022869445,1751.4792,2960000.0,1690.0,185000.0,,46240.0,0.000176016,0.1,1.6298573 +5152.0,2663.94,-0.020979594,1751.1792,2970000.0,1696.0,185625.0,,46400.0,0.00017576,0.1,1.4747471 +5296.0,2711.08,-0.020319711,1751.9106,2980000.0,1701.0,186250.0,,46560.0,0.000175504,0.1,1.5102911 +5296.0,2758.14,-0.02152441,1752.6377,2990000.0,1706.0,186875.0,,46688.0,0.0001752992,0.1,1.4095004 +5498.0,2806.9,-0.022098297,1752.3364,3000000.0,1712.0,187500.0,,46848.0,0.0001750432,0.1,1.580886 +5570.0,2856.14,-0.022110201,1752.0372,3010000.0,1718.0,188125.0,,47008.0,0.0001747872,0.1,1.3882167 +5609.0,2905.63,-0.022349732,1752.7568,3020000.0,1723.0,188750.0,,47168.0,0.0001745312,0.1,1.5138773 +5669.0,2955.56,-0.019435994,1752.458,3030000.0,1729.0,189375.0,,47328.0,0.0001742752,0.1,1.4755528 +5791.0,3006.61,-0.01897463,1752.1614,3040000.0,1735.0,190000.0,,47488.0,0.0001740192,0.1,1.4359224 +5919.0,3058.96,-0.014163843,1752.8735,3050000.0,1740.0,190625.0,,47648.0,0.0001737632,0.1,1.5757611 +5961.0,3111.55,-0.019926047,1752.5773,3060000.0,1746.0,191250.0,,47808.0,0.0001735072,0.1,1.48016 +6195.0,3166.34,-0.019629335,1752.2831,3070000.0,1752.0,191875.0,,47968.0,0.0001732512,0.1,1.468912 +6277.0,3221.81,-0.019509535,1752.988,3080000.0,1757.0,192500.0,,48096.0,0.0001730464,0.1,1.4910638 +6243.0,3276.78,-0.02155277,1752.6942,3090000.0,1763.0,193125.0,,48256.0,0.0001727904,0.1,1.408313 +6455.0,3333.71,-0.023835013,1753.3937,3100000.0,1768.0,193750.0,,48416.0,0.0001725344,0.1,1.464277 +6555.0,3391.5,-0.01901616,1753.1003,3110000.0,1774.0,194375.0,,48576.0,0.0001722784,0.1,1.4366047 +6833.0,3451.95,-0.02114603,1753.7943,3120000.0,1779.0,195000.0,,48736.0,0.0001720224,0.1,1.4521973 +6885.0,3512.9,-0.018261237,1753.5013,3130000.0,1785.0,195625.0,,48896.0,0.0001717664,0.1,1.4313222 +6987.0,3574.49,-0.019114759,1754.19,3140000.0,1790.0,196250.0,,49056.0,0.0001715104,0.1,1.3975406 +6991.0,3636.1,-0.016384419,1753.8976,3150000.0,1796.0,196875.0,,49216.0,0.0001712544,0.1,1.4481237 +6969.0,3697.01,-0.021950893,1754.5808,3160000.0,1801.0,197500.0,,49344.0,0.0001710496,0.1,1.4606224 +7019.0,3757.92,-0.01944387,1754.2888,3170000.0,1807.0,198125.0,,49504.0,0.0001707936,0.1,1.3680065 +6927.0,3817.59,-0.018950952,1753.9989,3180000.0,1813.0,198750.0,,49664.0,0.0001705376,0.1,1.3915433 +6961.0,3877.12,-0.01820165,1754.6754,3190000.0,1818.0,199375.0,,49824.0,0.0001702816,0.1,1.5151892 +7015.0,3937.41,-0.02298924,1754.386,3200000.0,1824.0,200000.0,,49984.0,0.0001700256,0.1,1.5399474 +7001.0,3997.24,-0.015994798,1754.0984,3210000.0,1830.0,200625.0,,50144.0,0.0001697696,0.1,1.4966514 +7069.0,4057.99,-0.021285292,1753.8126,3220000.0,1836.0,201250.0,,50304.0,0.0001695136,0.1,1.5739503 +6981.0,4117.9,-0.021591753,1753.5288,3230000.0,1842.0,201875.0,,50464.0,0.0001692576,0.1,1.4969921 +6981.0,4177.87,-0.018473823,1754.196,3240000.0,1847.0,202500.0,,50624.0,0.0001690016,0.1,1.4203718 +7016.0,4238.25,-0.019595398,1753.9126,3250000.0,1853.0,203125.0,,50752.0,0.0001687968,0.1,1.5830485 +6866.0,4297.01,-0.019318549,1754.5748,3260000.0,1858.0,203750.0,,50912.0,0.0001685408,0.1,1.5883405 +6926.0,4355.85,-0.020771727,1754.2919,3270000.0,1864.0,204375.0,,51072.0,0.0001682848,0.1,1.5711129 +6890.0,4414.21,-0.022001736,1754.9492,3280000.0,1869.0,205000.0,,51232.0,0.0001680288,0.1,1.4894986 +6796.0,4471.03,-0.0220391,1754.6666,3290000.0,1875.0,205625.0,,51392.0,0.0001677728,0.1,1.5778837 +6790.0,4527.49,-0.020340003,1754.386,3300000.0,1881.0,206250.0,,51552.0,0.0001675168,0.1,1.4721122 +6817.0,4584.02,-0.017496763,1755.0371,3310000.0,1886.0,206875.0,,51712.0,0.0001672608,0.1,1.4525127 +6763.0,4639.27,-0.022028852,1754.7568,3320000.0,1892.0,207500.0,,51872.0,0.0001670048,0.1,1.3409667 +6763.0,4693.84,-0.015921064,1755.4033,3330000.0,1897.0,208125.0,,52000.0,0.0001668,0.1,1.2366719 +6825.0,4748.13,-0.01743193,1755.1235,3340000.0,1903.0,208750.0,,52160.0,0.000166544,0.1,1.4779665 +7023.0,4803.42,-0.021357547,1754.8455,3350000.0,1909.0,209375.0,,52320.0,0.000166288,0.1,1.5684897 +7209.0,4860.19,-0.018411426,1754.5692,3360000.0,1915.0,210000.0,,52480.0,0.000166032,0.1,1.5045457 +7129.0,4915.3,-0.015200136,1754.2947,3370000.0,1921.0,210625.0,,52640.0,0.000165776,0.1,1.3827083 +7089.0,4969.11,-0.015855502,1754.0219,3380000.0,1927.0,211250.0,,52800.0,0.00016552,0.1,1.3933642 +7217.0,5023.4,-0.01936823,1754.6583,3390000.0,1932.0,211875.0,,52960.0,0.000165264,0.1,1.4728401 +7281.0,5077.67,-0.019286713,1754.386,3400000.0,1938.0,212500.0,,53120.0,0.000165008,0.1,1.4057785 +7137.0,5130.06,-0.018938173,1754.1152,3410000.0,1944.0,213125.0,,53280.0,0.000164752,0.1,1.4477279 +7159.0,5182.01,-0.017912708,1754.746,3420000.0,1949.0,213750.0,,53408.0,0.0001645472,0.1,1.4353746 +7273.0,5235.1,-0.012546944,1754.4757,3430000.0,1955.0,214375.0,,53568.0,0.0001642912,0.1,1.348374 +7235.0,5287.31,-0.017150579,1755.102,3440000.0,1960.0,215000.0,,53728.0,0.0001640352,0.1,1.4732265 +7213.0,5339.46,-0.018543376,1754.8322,3450000.0,1966.0,215625.0,,53888.0,0.0001637792,0.1,1.516622 +7315.0,5391.85,-0.01516869,1754.5638,3460000.0,1972.0,216250.0,,54048.0,0.0001635232,0.1,1.3890946 +7353.0,5444.76,-0.016448569,1755.1846,3470000.0,1977.0,216875.0,,54208.0,0.0001632672,0.1,1.429812 +7337.0,5497.03,-0.017754648,1754.9167,3480000.0,1983.0,217500.0,,54368.0,0.0001630112,0.1,1.58693 +7551.0,5551.38,-0.0148028005,1754.6506,3490000.0,1989.0,218125.0,,54528.0,0.0001627552,0.1,1.4832022 +7555.0,5604.83,-0.019601835,1755.2657,3500000.0,1994.0,218750.0,,54656.0,0.0001625504,0.1,1.4365025 +7511.0,5656.68,-0.01907634,1755.0,3510000.0,2000.0,219375.0,,54816.0,0.0001622944,0.1,1.6076164 +7595.0,5709.07,-0.021303251,1754.7358,3520000.0,2006.0,220000.0,,54976.0,0.0001620384,0.1,1.4707 +7675.0,5761.42,-0.021125728,1754.4731,3530000.0,2012.0,220625.0,,55136.0,0.0001617824,0.1,1.4526463 +7763.0,5813.81,-0.019740688,1755.0818,3540000.0,2017.0,221250.0,,55296.0,0.0001615264,0.1,1.448314 +7830.0,5865.67,-0.020569704,1754.8196,3550000.0,2023.0,221875.0,,55456.0,0.0001612704,0.1,1.528959 +7786.0,5915.91,-0.021407032,1754.5588,3560000.0,2029.0,222500.0,,55616.0,0.0001610144,0.1,1.5187753 +7820.0,5965.61,-0.019269474,1755.1622,3570000.0,2034.0,223125.0,,55776.0,0.0001607584,0.1,1.4942055 +7856.0,6014.75,-0.01642667,1754.902,3580000.0,2040.0,223750.0,,55936.0,0.0001605024,0.1,1.5364854 +7760.0,6061.41,-0.018533848,1755.5012,3590000.0,2045.0,224375.0,,56064.0,0.0001602976,0.1,1.3532151 +7808.0,6107.93,-0.02041151,1754.386,3600000.0,2052.0,225000.0,,56224.0,0.0001600416,0.1,1.4506607 +7944.0,6153.69,-0.020631395,1754.1302,3610000.0,2058.0,225625.0,,56384.0,0.0001597856,0.1,1.5081861 +7922.0,6197.75,-0.022211371,1754.7261,3620000.0,2063.0,226250.0,,56544.0,0.0001595296,0.1,1.5509486 +7964.0,6241.05,-0.023437835,1754.4707,3630000.0,2069.0,226875.0,,56704.0,0.0001592736,0.1,1.6547081 +7944.0,6282.11,-0.022072028,1755.0626,3640000.0,2074.0,227500.0,,56864.0,0.0001590176,0.1,1.5090897 +8068.0,6323.45,-0.023627318,1754.8077,3650000.0,2080.0,228125.0,,57024.0,0.0001587616,0.1,1.5489397 +8228.0,6366.39,-0.018140592,1755.3956,3660000.0,2085.0,228750.0,,57184.0,0.0001585056,0.1,1.5798147 +8228.0,6407.53,-0.024047889,1755.1411,3670000.0,2091.0,229375.0,,57312.0,0.0001583008,0.1,1.593858 +8278.0,6448.31,-0.023991605,1755.7252,3680000.0,2096.0,230000.0,,57472.0,0.0001580448,0.1,1.5921521 +8262.0,6486.83,-0.019909058,1755.471,3690000.0,2102.0,230625.0,,57632.0,0.0001577888,0.1,1.4231718 +8286.0,6524.49,-0.022859436,1755.2183,3700000.0,2108.0,231250.0,,57792.0,0.0001575328,0.1,1.6288275 +8382.0,6562.41,-0.022320783,1755.7975,3710000.0,2113.0,231875.0,,57952.0,0.0001572768,0.1,1.5941955 +8316.0,6599.87,-0.020556305,1755.545,3720000.0,2119.0,232500.0,,58112.0,0.0001570208,0.1,1.5758524 +8412.0,6638.27,-0.022192057,1755.2941,3730000.0,2125.0,233125.0,,58272.0,0.0001567648,0.1,1.5703185 +8420.0,6675.35,-0.024637599,1755.8685,3740000.0,2130.0,233750.0,,58432.0,0.0001565088,0.1,1.5311754 +8462.0,6710.71,-0.016318532,1755.6179,3750000.0,2136.0,234375.0,,58592.0,0.0001562528,0.1,1.4812288 +8506.0,6744.61,-0.022395303,1756.1887,3760000.0,2141.0,235000.0,,58720.0,0.000156048,0.1,1.5713581 +8440.0,6777.89,-0.020217512,1755.9385,3770000.0,2147.0,235625.0,,58880.0,0.000155792,0.1,1.5052652 +8502.0,6810.99,-0.019691117,1755.6897,3780000.0,2153.0,236250.0,,59040.0,0.000155536,0.1,1.3774903 +8490.0,6843.71,-0.02037517,1755.4424,3790000.0,2159.0,236875.0,,59200.0,0.00015528,0.1,1.5867639 +8370.0,6875.63,-0.0142062055,1756.0074,3800000.0,2164.0,237500.0,,59360.0,0.000155024,0.1,1.3830591 +8488.0,6909.03,-0.021273023,1756.5698,3810000.0,2169.0,238125.0,,59520.0,0.000154768,0.1,1.5051061 +8482.0,6942.01,-0.019915136,1756.3219,3820000.0,2175.0,238750.0,,59680.0,0.000154512,0.1,1.549901 +8518.0,6975.11,-0.018575558,1755.2704,3830000.0,2182.0,239375.0,,59840.0,0.000154256,0.1,1.4544437 +8450.0,7007.97,-0.021837125,1755.0275,3840000.0,2188.0,240000.0,,60000.0,0.000154,0.1,1.5560391 +8372.0,7039.77,-0.022943245,1755.5859,3850000.0,2193.0,240625.0,,60128.0,0.0001537952,0.1,1.5159338 +8436.0,7072.27,-0.02133708,1755.3434,3860000.0,2199.0,241250.0,,60288.0,0.0001535392,0.1,1.4422883 +8510.0,7105.35,-0.022808878,1755.8983,3870000.0,2204.0,241875.0,,60448.0,0.0001532832,0.1,1.3914793 +8560.0,7139.33,-0.02493961,1755.6561,3880000.0,2210.0,242500.0,,60608.0,0.0001530272,0.1,1.5434945 +8472.0,7173.07,-0.021237647,1755.4152,3890000.0,2216.0,243125.0,,60768.0,0.0001527712,0.1,1.4661646 +8556.0,7207.35,-0.023305519,1755.1755,3900000.0,2222.0,243750.0,,60928.0,0.0001525152,0.1,1.4953887 +8462.0,7240.99,-0.018176338,1755.7252,3910000.0,2227.0,244375.0,,61088.0,0.0001522592,0.1,1.6334987 +8486.0,7275.79,-0.019781366,1755.4858,3920000.0,2233.0,245000.0,,61248.0,0.0001520032,0.1,1.4972894 +8538.0,7311.45,-0.02006854,1756.0322,3930000.0,2238.0,245625.0,,61376.0,0.0001517984,0.1,1.4222467 +8578.0,7347.19,-0.022675054,1755.7932,3940000.0,2244.0,246250.0,,61536.0,0.0001515424,0.1,1.4559908 +8764.0,7383.25,-0.019324372,1755.5555,3950000.0,2250.0,246875.0,,61696.0,0.0001512864,0.1,1.4662454 +8796.0,7419.29,-0.018109476,1755.3191,3960000.0,2256.0,247500.0,,61856.0,0.0001510304,0.1,1.4124131 +8844.0,7456.21,-0.020589065,1755.8602,3970000.0,2261.0,248125.0,,62016.0,0.0001507744,0.1,1.3987446 +8888.0,7492.13,-0.018124685,1755.6241,3980000.0,2267.0,248750.0,,62176.0,0.0001505184,0.1,1.377542 +8924.0,7528.41,-0.023191497,1755.3894,3990000.0,2273.0,249375.0,,62336.0,0.0001502624,0.1,1.3815081 +9082.0,7564.25,-0.021442154,1755.1558,4000000.0,2279.0,250000.0,,62496.0,0.0001500064,0.1,1.315289 +9136.0,7599.91,-0.022062812,1754.9235,4010000.0,2285.0,250625.0,,62656.0,0.0001497504,0.1,1.3037179 +9136.0,7635.18,-0.01855275,1755.4585,4020000.0,2290.0,251250.0,,62784.0,0.0001495456,0.1,1.263054 +9182.0,7670.31,-0.021903014,1755.2264,4030000.0,2296.0,251875.0,,62944.0,0.0001492896,0.1,1.2927834 +9182.0,7704.22,-0.022445379,1755.7584,4040000.0,2301.0,252500.0,,63104.0,0.0001490336,0.1,1.3121648 +9388.0,7738.91,-0.022037622,1755.5266,4050000.0,2307.0,253125.0,,63264.0,0.0001487776,0.1,1.375442 +9422.0,7773.52,-0.020032484,1755.2961,4060000.0,2313.0,253750.0,,63424.0,0.0001485216,0.1,1.2945313 +9490.0,7806.47,-0.01653595,1755.0669,4070000.0,2319.0,254375.0,,63584.0,0.0001482656,0.1,1.4189378 +9586.0,7839.56,-0.021686438,1755.5938,4080000.0,2324.0,255000.0,,63744.0,0.0001480096,0.1,1.3953059 +9644.0,7873.57,-0.024335433,1755.3647,4090000.0,2330.0,255625.0,,63904.0,0.0001477536,0.1,1.4135096 +9726.0,7906.28,-0.020181354,1755.8887,4100000.0,2335.0,256250.0,,64032.0,0.0001475488,0.1,1.4218239 +9658.0,7937.31,-0.020540169,1755.66,4110000.0,2341.0,256875.0,,64192.0,0.0001472928,0.1,1.3640933 +9658.0,7965.56,-0.019840075,1756.1808,4120000.0,2346.0,257500.0,,64352.0,0.0001470368,0.1,1.37462 +9720.0,7993.91,-0.02023269,1755.9524,4130000.0,2352.0,258125.0,,64512.0,0.0001467808,0.1,1.3016208 +9968.0,8023.72,-0.02137354,1755.7252,4140000.0,2358.0,258750.0,,64672.0,0.0001465248,0.1,1.4030137 +10030.0,8054.11,-0.019348988,1755.4991,4150000.0,2364.0,259375.0,,64832.0,0.0001462688,0.1,1.3304001 +10104.0,8085.46,-0.023171525,1755.2743,4160000.0,2370.0,260000.0,,64992.0,0.0001460128,0.1,1.3386426 +10104.0,8116.31,-0.020746745,1755.7894,4170000.0,2375.0,260625.0,,65152.0,0.0001457568,0.1,1.3564367 +10104.0,8148.08,-0.018699821,1755.565,4180000.0,2381.0,261250.0,,65312.0,0.0001455008,0.1,1.3211582 +10202.0,8180.49,-0.02146793,1756.0771,4190000.0,2386.0,261875.0,,65440.0,0.000145296,0.1,1.3136022 +10478.0,8215.12,-0.019878538,1755.8528,4200000.0,2392.0,262500.0,,65600.0,0.00014504,0.1,1.1729321 +10526.0,8250.37,-0.02015741,1755.6296,4210000.0,2398.0,263125.0,,65760.0,0.000144784,0.1,1.2497928 +10654.0,8286.22,-0.020755468,1756.1382,4220000.0,2403.0,263750.0,,65920.0,0.000144528,0.1,1.2357849 +10646.0,8322.87,-0.02175702,1755.9153,4230000.0,2409.0,264375.0,,66080.0,0.000144272,0.1,1.2520893 +10728.0,8360.34,-0.016652485,1754.9669,4240000.0,2416.0,265000.0,,66240.0,0.000144016,0.1,1.3023632 +10810.0,8398.28,-0.021889212,1755.4729,4250000.0,2421.0,265625.0,,66400.0,0.00014376,0.1,1.3255184 +10782.0,8437.44,-0.022329094,1755.2534,4260000.0,2427.0,266250.0,,66560.0,0.000143504,0.1,1.2976396 +10762.0,8475.8,-0.021212243,1755.7566,4270000.0,2432.0,266875.0,,66688.0,0.0001432992,0.1,1.2583677 +10908.0,8515.98,-0.021501563,1756.2577,4280000.0,2437.0,267500.0,,66848.0,0.0001430432,0.1,1.3361746 +10916.0,8557.18,-0.020994587,1756.0376,4290000.0,2443.0,268125.0,,67008.0,0.0001427872,0.1,1.4027579 +10884.0,8598.12,-0.02248404,1756.5359,4300000.0,2448.0,268750.0,,67168.0,0.0001425312,0.1,1.3905168 +10870.0,8638.65,-0.02345423,1756.3162,4310000.0,2454.0,269375.0,,67328.0,0.0001422752,0.1,1.3796637 +10870.0,8679.72,-0.02076628,1756.0975,4320000.0,2460.0,270000.0,,67488.0,0.0001420192,0.1,1.3628829 +11018.0,8722.27,-0.023429187,1755.88,4330000.0,2466.0,270625.0,,67648.0,0.0001417632,0.1,1.4340049 +11216.0,8766.18,-0.021592662,1755.6635,4340000.0,2472.0,271250.0,,67808.0,0.0001415072,0.1,1.3557372 +11272.0,8808.67,-0.022994928,1756.1566,4350000.0,2477.0,271875.0,,67968.0,0.0001412512,0.1,1.3945289 +11268.0,8849.26,-0.022356067,1755.9404,4360000.0,2483.0,272500.0,,68096.0,0.0001410464,0.1,1.3003998 +11200.0,8889.97,-0.020930216,1756.4309,4370000.0,2488.0,273125.0,,68256.0,0.0001407904,0.1,1.2853739 +11088.0,8929.96,-0.019835772,1756.215,4380000.0,2494.0,273750.0,,68416.0,0.0001405344,0.1,1.2802999 +11140.0,8969.19,-0.020649305,1756.0,4390000.0,2500.0,274375.0,,68576.0,0.0001402784,0.1,1.3411484 +11210.0,9008.48,-0.02139757,1755.7861,4400000.0,2506.0,275000.0,,68736.0,0.0001400224,0.1,1.283463 +11268.0,9049.79,-0.022564072,1754.8746,4410000.0,2513.0,275625.0,,68896.0,0.0001397664,0.1,1.4007335 +11370.0,9091.9,-0.02160467,1755.3615,4420000.0,2518.0,276250.0,,69056.0,0.0001395104,0.1,1.4373488 +11528.0,9134.45,-0.018557636,1755.1505,4430000.0,2524.0,276875.0,,69216.0,0.0001392544,0.1,1.4148704 +11642.0,9178.52,-0.0201035,1755.6346,4440000.0,2529.0,277500.0,,69344.0,0.0001390496,0.1,1.3718679 +11562.0,9222.01,-0.021802712,1755.4241,4450000.0,2535.0,278125.0,,69504.0,0.0001387936,0.1,1.3359768 +11562.0,9264.48,-0.02088269,1755.2145,4460000.0,2541.0,278750.0,,69664.0,0.0001385376,0.1,1.4072185 +11586.0,9306.81,-0.019809475,1755.6952,4470000.0,2546.0,279375.0,,69824.0,0.0001382816,0.1,1.3105978 +11604.0,9349.48,-0.02061805,1755.4858,4480000.0,2552.0,280000.0,,69984.0,0.0001380256,0.1,1.3793168 +11726.0,9391.23,-0.022109188,1755.2776,4490000.0,2558.0,280625.0,,70144.0,0.0001377696,0.1,1.3041499 +11822.0,9433.9,-0.02104669,1755.755,4500000.0,2563.0,281250.0,,70304.0,0.0001375136,0.1,1.2430261 +11832.0,9477.11,-0.018182676,1755.5469,4510000.0,2569.0,281875.0,,70464.0,0.0001372576,0.1,1.2303369 +11786.0,9519.02,-0.022386495,1755.3398,4520000.0,2575.0,282500.0,,70624.0,0.0001370016,0.1,1.2262686 +11692.0,9559.19,-0.020778235,1755.814,4530000.0,2580.0,283125.0,,70752.0,0.0001367968,0.1,1.2405516 +11818.0,9599.74,-0.021282809,1755.607,4540000.0,2586.0,283750.0,,70912.0,0.0001365408,0.1,1.2729876 +11954.0,9640.98,-0.019939043,1756.0787,4550000.0,2591.0,284375.0,,71072.0,0.0001362848,0.1,1.2779932 +11958.0,9682.7,-0.022203833,1755.8722,4560000.0,2597.0,285000.0,,71232.0,0.0001360288,0.1,1.2204461 +11938.0,9723.88,-0.023461368,1756.3413,4570000.0,2602.0,285625.0,,71392.0,0.0001357728,0.1,1.3487531 +11924.0,9764.56,-0.019578494,1756.135,4580000.0,2608.0,286250.0,,71552.0,0.0001355168,0.1,1.214487 +11928.0,9806.24,-0.021180026,1755.9296,4590000.0,2614.0,286875.0,,71712.0,0.0001352608,0.1,1.3028693 +11952.0,9847.68,-0.023422973,1756.3956,4600000.0,2619.0,287500.0,,71872.0,0.0001350048,0.1,1.3073814 +12178.0,9890.02,-0.01970757,1756.1904,4610000.0,2625.0,288125.0,,72000.0,0.0001348,0.1,1.3269392 +12216.0,9932.96,-0.020812592,1756.654,4620000.0,2630.0,288750.0,,72160.0,0.000134544,0.1,1.1163375 +12222.0,9975.54,-0.021140007,1756.4492,4630000.0,2636.0,289375.0,,72320.0,0.000134288,0.1,1.2763522 +12346.0,10019.56,-0.019776717,1756.9103,4640000.0,2641.0,290000.0,,72480.0,0.000134032,0.1,1.3902617 +12404.0,10062.92,-0.02020226,1756.7057,4650000.0,2647.0,290625.0,,72640.0,0.000133776,0.1,1.2162154 +12464.0,10105.28,-0.023838151,1756.5021,4660000.0,2653.0,291250.0,,72800.0,0.00013352,0.1,1.2920566 +12538.0,10148.38,-0.022845961,1756.9601,4670000.0,2658.0,291875.0,,72960.0,0.000133264,0.1,1.2625589 +12568.0,10191.28,-0.022212002,1756.7567,4680000.0,2664.0,292500.0,,73120.0,0.000133008,0.1,1.3478973 +12528.0,10233.94,-0.02423789,1756.5543,4690000.0,2670.0,293125.0,,73280.0,0.000132752,0.1,1.3230823 +12570.0,10276.78,-0.021517858,1757.0094,4700000.0,2675.0,293750.0,,73408.0,0.0001325472,0.1,1.2721189 +12568.0,10318.64,-0.020075692,1757.4626,4710000.0,2680.0,294375.0,,73568.0,0.0001322912,0.1,1.3221753 +12622.0,10361.7,-0.02101565,1757.2599,4720000.0,2686.0,295000.0,,73728.0,0.0001320352,0.1,1.2547251 +12730.0,10404.88,-0.019072777,1757.058,4730000.0,2692.0,295625.0,,73888.0,0.0001317792,0.1,1.364351 +12738.0,10448.06,-0.020638749,1756.8569,4740000.0,2698.0,296250.0,,74048.0,0.0001315232,0.1,1.2437409 +12714.0,10490.58,-0.021631,1757.3066,4750000.0,2703.0,296875.0,,74208.0,0.0001312672,0.1,1.2425668 +12714.0,10532.66,-0.02044747,1757.106,4760000.0,2709.0,297500.0,,74368.0,0.0001310112,0.1,1.2003016 +12692.0,10575.18,-0.021349508,1756.2592,4770000.0,2716.0,298125.0,,74528.0,0.0001307552,0.1,1.2966931 +12830.0,10618.46,-0.020939134,1756.7072,4780000.0,2721.0,298750.0,,74656.0,0.0001305504,0.1,1.3124113 +12794.0,10661.5,-0.022362864,1756.509,4790000.0,2727.0,299375.0,,74816.0,0.0001302944,0.1,1.2644708 +12938.0,10707.18,-0.021842567,1756.9546,4800000.0,2732.0,300000.0,,74976.0,0.0001300384,0.1,1.3302648 +12940.0,10751.7,-0.024029342,1756.7567,4810000.0,2738.0,300625.0,,75136.0,0.0001297824,0.1,1.2719042 +12960.0,10796.48,-0.02061806,1756.5598,4820000.0,2744.0,301250.0,,75296.0,0.0001295264,0.1,1.3365128 +12910.0,10840.4,-0.0207971,1757.0026,4830000.0,2749.0,301875.0,,75456.0,0.0001292704,0.1,1.3218153 +12948.0,10885.38,-0.021358296,1756.8058,4840000.0,2755.0,302500.0,,75616.0,0.0001290144,0.1,1.304678 +12996.0,10931.62,-0.023721853,1756.6099,4850000.0,2761.0,303125.0,,75776.0,0.0001287584,0.1,1.3546822 +13034.0,10977.6,-0.019843744,1756.4149,4860000.0,2767.0,303750.0,,75936.0,0.0001285024,0.1,1.2318004 +13062.0,11023.12,-0.02147536,1756.8542,4870000.0,2772.0,304375.0,,76064.0,0.0001282976,0.1,1.3093662 +13124.0,11068.76,-0.020048568,1756.0273,4880000.0,2779.0,305000.0,,76224.0,0.0001280416,0.1,1.2457476 +13084.0,11114.88,-0.023370674,1755.8348,4890000.0,2785.0,305625.0,,76384.0,0.0001277856,0.1,1.2783391 +13160.0,11160.92,-0.019796314,1755.6432,4900000.0,2791.0,306250.0,,76544.0,0.0001275296,0.1,1.2520462 +13152.0,11207.82,-0.020126449,1756.0801,4910000.0,2796.0,306875.0,,76704.0,0.0001272736,0.1,1.3913224 +13172.0,11254.68,-0.018415883,1755.8887,4920000.0,2802.0,307500.0,,76864.0,0.0001270176,0.1,1.2742441 +13220.0,11301.5,-0.023015905,1755.698,4930000.0,2808.0,308125.0,,77024.0,0.0001267616,0.1,1.2715516 +13382.0,11349.54,-0.021224376,1755.5082,4940000.0,2814.0,308750.0,,77184.0,0.0001265056,0.1,1.2651677 +13358.0,11395.48,-0.023745177,1755.9418,4950000.0,2819.0,309375.0,,77312.0,0.0001263008,0.1,1.2771904 +13278.0,11440.3,-0.02255102,1755.7522,4960000.0,2825.0,310000.0,,77472.0,0.0001260448,0.1,1.3347518 +13310.0,11484.96,-0.021459393,1756.1837,4970000.0,2830.0,310625.0,,77632.0,0.0001257888,0.1,1.3089509 +13222.0,11528.3,-0.022495016,1755.9944,4980000.0,2836.0,311250.0,,77792.0,0.0001255328,0.1,1.2958635 +13216.0,11571.22,-0.023028946,1756.4238,4990000.0,2841.0,311875.0,,77952.0,0.0001252768,0.1,1.2497504 +13174.0,11612.14,-0.02342521,1756.2346,5000000.0,2847.0,312500.0,,78112.0,0.0001250208,0.1,1.3143001 +13202.0,11652.8,-0.020415144,1756.0463,5010000.0,2853.0,313125.0,,78272.0,0.0001247648,0.1,1.268473 +13226.0,11693.7,-0.020376962,1756.473,5020000.0,2858.0,313750.0,,78432.0,0.0001245088,0.1,1.182693 +13208.0,11733.96,-0.022481052,1756.8983,5030000.0,2863.0,314375.0,,78592.0,0.0001242528,0.1,1.266177 +13130.0,11773.44,-0.019252418,1756.7096,5040000.0,2869.0,315000.0,,78720.0,0.000124048,0.1,1.3086035 +12984.0,11809.4,-0.020826891,1757.1329,5050000.0,2874.0,315625.0,,78880.0,0.000123792,0.1,1.2601569 +13020.0,11845.38,-0.018658245,1756.3346,5060000.0,2881.0,316250.0,,79040.0,0.000123536,0.1,1.2981501 +13074.0,11881.22,-0.021672968,1756.1482,5070000.0,2887.0,316875.0,,79200.0,0.00012328,0.1,1.2992662 +12922.0,11914.58,-0.018992761,1756.5698,5080000.0,2892.0,317500.0,,79360.0,0.000123024,0.1,1.2737551 +12780.0,11945.94,-0.023766233,1756.3837,5090000.0,2898.0,318125.0,,79520.0,0.000122768,0.1,1.3292795 +12770.0,11976.38,-0.017887855,1756.1984,5100000.0,2904.0,318750.0,,79680.0,0.000122512,0.1,1.2934325 +12764.0,12007.44,-0.022709653,1756.0138,5110000.0,2910.0,319375.0,,79840.0,0.000122256,0.1,1.146811 +12760.0,12038.46,-0.01943306,1755.83,5120000.0,2916.0,320000.0,,80000.0,0.000122,0.1,1.2635958 +12778.0,12069.04,-0.023197463,1756.2478,5130000.0,2921.0,320625.0,,80128.0,0.0001217952,0.1,1.2380123 +12800.0,12097.36,-0.022485916,1755.4645,5140000.0,2928.0,321250.0,,80288.0,0.0001215392,0.1,1.3055434 +12738.0,12124.44,-0.023075506,1755.2828,5150000.0,2934.0,321875.0,,80448.0,0.0001212832,0.1,1.3012612 +12820.0,12151.6,-0.02026185,1755.102,5160000.0,2940.0,322500.0,,80608.0,0.0001210272,0.1,1.2777679 +12896.0,12179.52,-0.02109133,1755.5178,5170000.0,2945.0,323125.0,,80768.0,0.0001207712,0.1,1.2441864 +12884.0,12207.32,-0.019978488,1755.3372,5180000.0,2951.0,323750.0,,80928.0,0.0001205152,0.1,1.2235625 +12870.0,12234.0,-0.024327654,1755.1572,5190000.0,2957.0,324375.0,,81088.0,0.0001202592,0.1,1.2856325 +12776.0,12256.98,-0.01980176,1755.5706,5200000.0,2962.0,325000.0,,81248.0,0.0001200032,0.1,1.2496564 +12790.0,12279.62,-0.022238046,1755.3909,5210000.0,2968.0,325625.0,,81376.0,0.0001197984,0.1,1.2376969 +12790.0,12300.98,-0.021922227,1755.2118,5220000.0,2974.0,326250.0,,81536.0,0.0001195424,0.1,1.3292499 +12778.0,12322.3,-0.020179208,1755.0336,5230000.0,2980.0,326875.0,,81696.0,0.0001192864,0.1,1.2855657 +12860.0,12343.62,-0.020086594,1754.856,5240000.0,2986.0,327500.0,,81856.0,0.0001190304,0.1,1.3114368 +12762.0,12363.14,-0.022965688,1754.6792,5250000.0,2992.0,328125.0,,82016.0,0.0001187744,0.1,1.3448775 +12746.0,12382.78,-0.017463613,1754.503,5260000.0,2998.0,328750.0,,82176.0,0.0001185184,0.1,1.357174 +12700.0,12402.16,-0.01829234,1754.3275,5270000.0,3004.0,329375.0,,82336.0,0.0001182624,0.1,1.2971914 +12670.0,12419.78,-0.022938646,1754.7358,5280000.0,3009.0,330000.0,,82496.0,0.0001180064,0.1,1.3448747 +12488.0,12435.5,-0.023847489,1754.5605,5290000.0,3015.0,330625.0,,82656.0,0.0001177504,0.1,1.4811416 +12512.0,12451.78,-0.020778993,1754.9669,5300000.0,3020.0,331250.0,,82784.0,0.0001175456,0.1,1.3378414 +12516.0,12468.24,-0.02270832,1754.7917,5310000.0,3026.0,331875.0,,82944.0,0.0001172896,0.1,1.3934433 +12504.0,12484.58,-0.022042442,1754.6174,5320000.0,3032.0,332500.0,,83104.0,0.0001170336,0.1,1.366463 +12436.0,12498.76,-0.02170438,1755.0214,5330000.0,3037.0,333125.0,,83264.0,0.0001167776,0.1,1.437969 +12384.0,12510.44,-0.0197844,1754.8472,5340000.0,3043.0,333750.0,,83424.0,0.0001165216,0.1,1.2811189 +12216.0,12519.88,-0.020707896,1755.2494,5350000.0,3048.0,334375.0,,83584.0,0.0001162656,0.1,1.381639 +12204.0,12529.24,-0.022442298,1755.0753,5360000.0,3054.0,335000.0,,83744.0,0.0001160096,0.1,1.2739725 +12132.0,12538.56,-0.021047974,1754.902,5370000.0,3060.0,335625.0,,83904.0,0.0001157536,0.1,1.314586 +12132.0,12549.0,-0.021524085,1755.3018,5380000.0,3065.0,336250.0,,84032.0,0.0001155488,0.1,1.3163977 +12202.0,12559.62,-0.020582551,1755.1287,5390000.0,3071.0,336875.0,,84192.0,0.0001152928,0.1,1.3246381 +12324.0,12570.76,-0.021000389,1754.9562,5400000.0,3077.0,337500.0,,84352.0,0.0001150368,0.1,1.2487617 +12260.0,12580.68,-0.021355862,1755.3536,5410000.0,3082.0,338125.0,,84512.0,0.0001147808,0.1,1.283263 +12388.0,12590.86,-0.021815747,1755.1814,5420000.0,3088.0,338750.0,,84672.0,0.0001145248,0.1,1.237645 +12420.0,12599.78,-0.021368003,1755.5771,5430000.0,3093.0,339375.0,,84832.0,0.0001142688,0.1,1.3341984 +12468.0,12608.04,-0.02127627,1755.405,5440000.0,3099.0,340000.0,,84992.0,0.0001140128,0.1,1.2669249 +12474.0,12617.16,-0.022558087,1755.2335,5450000.0,3105.0,340625.0,,85152.0,0.0001137568,0.1,1.2964519 +12338.0,12624.92,-0.020307139,1755.627,5460000.0,3110.0,341250.0,,85312.0,0.0001135008,0.1,1.2512863 +12222.0,12631.28,-0.024222784,1755.4557,5470000.0,3116.0,341875.0,,85440.0,0.000113296,0.1,1.3758404 +12282.0,12638.06,-0.02148983,1755.285,5480000.0,3122.0,342500.0,,85600.0,0.00011304,0.1,1.2687712 +12282.0,12643.62,-0.022377102,1755.6764,5490000.0,3127.0,343125.0,,85760.0,0.000112784,0.1,1.329346 +12146.0,12646.86,-0.02310698,1755.5059,5500000.0,3133.0,343750.0,,85920.0,0.000112528,0.1,1.3338833 +12182.0,12650.36,-0.022354815,1755.8955,5510000.0,3138.0,344375.0,,86080.0,0.000112272,0.1,1.3887026 +12188.0,12654.38,-0.022004813,1756.2838,5520000.0,3143.0,345000.0,,86240.0,0.000112016,0.1,1.371219 +12184.0,12659.3,-0.02276334,1756.6709,5530000.0,3148.0,345625.0,,86400.0,0.00011176,0.1,1.3251636 +12156.0,12662.68,-0.020329874,1757.0568,5540000.0,3153.0,346250.0,,86560.0,0.000111504,0.1,1.165172 +12112.0,12664.26,-0.021468395,1757.4414,5550000.0,3158.0,346875.0,,86688.0,0.0001112992,0.1,1.323354 +12138.0,12666.06,-0.022851005,1757.8248,5560000.0,3163.0,347500.0,,86848.0,0.0001110432,0.1,1.3364667 +12138.0,12668.06,-0.021360036,1758.7622,5570000.0,3167.0,348125.0,,87008.0,0.0001107872,0.1,1.403163 +12196.0,12670.78,-0.021271147,1759.1425,5580000.0,3172.0,348750.0,,87168.0,0.0001105312,0.1,1.3013332 +12250.0,12674.0,-0.021960214,1758.9679,5590000.0,3178.0,349375.0,,87328.0,0.0001102752,0.1,1.3114223 +12268.0,12677.16,-0.023109982,1759.3466,5600000.0,3183.0,350000.0,,87488.0,0.0001100192,0.1,1.327714 +12276.0,12678.14,-0.020609956,1759.724,5610000.0,3188.0,350625.0,,87648.0,0.0001097632,0.1,1.3409121 +12372.0,12679.7,-0.021333337,1760.6516,5620000.0,3192.0,351250.0,,87808.0,0.0001095072,0.1,1.3955612 +12342.0,12680.9,-0.021814082,1761.026,5630000.0,3197.0,351875.0,,87968.0,0.0001092512,0.1,1.2439895 +12366.0,12681.1,-0.023815196,1761.3992,5640000.0,3202.0,352500.0,,88096.0,0.0001090464,0.1,1.3305988 +12356.0,12680.62,-0.022762658,1761.7711,5650000.0,3207.0,353125.0,,88256.0,0.0001087904,0.1,1.3099155 +12378.0,12679.76,-0.021261942,1762.6908,5660000.0,3211.0,353750.0,,88416.0,0.0001085344,0.1,1.2105849 +12418.0,12678.56,-0.021514986,1763.0597,5670000.0,3216.0,354375.0,,88576.0,0.0001082784,0.1,1.3070943 +12400.0,12676.88,-0.01833468,1763.4275,5680000.0,3221.0,355000.0,,88736.0,0.0001080224,0.1,1.272217 +12496.0,12676.56,-0.01935938,1763.7942,5690000.0,3226.0,355625.0,,88896.0,0.0001077664,0.1,1.3445666 +12614.0,12677.0,-0.022900162,1764.1597,5700000.0,3231.0,356250.0,,89056.0,0.0001075104,0.1,1.3359572 +12688.0,12678.2,-0.024207946,1764.524,5710000.0,3236.0,356875.0,,89216.0,0.0001072544,0.1,1.2959183 +12702.0,12679.0,-0.022318568,1765.4321,5720000.0,3240.0,357500.0,,89344.0,0.0001070496,0.1,1.1843121 +12768.0,12679.38,-0.021160793,1765.7936,5730000.0,3245.0,358125.0,,89504.0,0.0001067936,0.1,1.1883552 +12798.0,12679.98,-0.020919153,1766.1538,5740000.0,3250.0,358750.0,,89664.0,0.0001065376,0.1,1.2129855 +12718.0,12680.02,-0.01790941,1766.5131,5750000.0,3255.0,359375.0,,89824.0,0.0001062816,0.1,1.2278266 +12686.0,12679.74,-0.01707264,1767.4133,5760000.0,3259.0,360000.0,,89984.0,0.0001060256,0.1,1.2978115 +12686.0,12679.68,-0.020272173,1767.7697,5770000.0,3264.0,360625.0,,90144.0,0.0001057696,0.1,1.2287831 +12722.0,12678.6,-0.020031132,1768.1248,5780000.0,3269.0,361250.0,,90304.0,0.0001055136,0.1,1.3159704 +12736.0,12678.02,-0.020206973,1768.4789,5790000.0,3274.0,361875.0,,90464.0,0.0001052576,0.1,1.252763 +12666.0,12675.3,-0.016910983,1768.8319,5800000.0,3279.0,362500.0,,90624.0,0.0001050016,0.1,1.2430716 +12666.0,12672.56,-0.022410167,1769.7228,5810000.0,3283.0,363125.0,,90752.0,0.0001047968,0.1,1.2721877 +12860.0,12671.56,-0.020755313,1770.073,5820000.0,3288.0,363750.0,,90912.0,0.0001045408,0.1,1.1691568 +12862.0,12671.08,-0.022417251,1770.4221,5830000.0,3293.0,364375.0,,91072.0,0.0001042848,0.1,1.2635624 +12862.0,12670.22,-0.021176659,1770.7701,5840000.0,3298.0,365000.0,,91232.0,0.0001040288,0.1,1.2577921 +12970.0,12669.96,-0.023421597,1771.1172,5850000.0,3303.0,365625.0,,91392.0,0.0001037728,0.1,1.2838647 +13002.0,12669.64,-0.021530755,1771.4631,5860000.0,3308.0,366250.0,,91552.0,0.0001035168,0.1,1.2393596 +12990.0,12668.92,-0.018588068,1772.343,5870000.0,3312.0,366875.0,,91712.0,0.0001032608,0.1,1.2269943 +13028.0,12667.96,-0.022485185,1772.6862,5880000.0,3317.0,367500.0,,91872.0,0.0001030048,0.1,1.2955021 +13030.0,12667.42,-0.020182705,1773.0283,5890000.0,3322.0,368125.0,,92000.0,0.0001028,0.1,1.3235185 +13018.0,12666.0,-0.022964086,1773.3694,5900000.0,3327.0,368750.0,,92160.0,0.000102544,0.1,1.2712119 +13086.0,12665.34,-0.02334449,1774.242,5910000.0,3331.0,369375.0,,92320.0,0.000102288,0.1,1.3932986 +13154.0,12665.16,-0.023621837,1774.5803,5920000.0,3336.0,370000.0,,92480.0,0.000102032,0.1,1.3963549 +13158.0,12664.54,-0.021451242,1774.9177,5930000.0,3341.0,370625.0,,92640.0,0.000101776,0.1,1.3549218 +13160.0,12662.32,-0.024429452,1775.254,5940000.0,3346.0,371250.0,,92800.0,0.00010152,0.1,1.2482212 +13176.0,12660.5,-0.02350218,1775.5894,5950000.0,3351.0,371875.0,,92960.0,0.000101264,0.1,1.313299 +13134.0,12659.06,-0.021252697,1775.9237,5960000.0,3356.0,372500.0,,93120.0,0.000101008,0.1,1.4232495 +13110.0,12657.06,-0.021911696,1776.2571,5970000.0,3361.0,373125.0,,93280.0,0.000100752,0.1,1.424958 +13184.0,12656.68,-0.024447594,1777.1174,5980000.0,3365.0,373750.0,,93408.0,0.0001005472,0.1,1.331944 +13152.0,12656.04,-0.024098333,1777.4481,5990000.0,3370.0,374375.0,,93568.0,0.0001002912,0.1,1.3991203 +12942.0,12653.72,-0.023618272,1777.7778,6000000.0,3375.0,375000.0,,93728.0,0.0001000352,0.1,1.3115848 +13026.0,12651.96,-0.022260075,1778.1066,6010000.0,3380.0,375625.0,,93888.0,9.97792e-05,0.1,1.3893272 +13028.0,12649.98,-0.02157331,1778.4343,6020000.0,3385.0,376250.0,,94048.0,9.95232e-05,0.1,1.4154887 +13094.0,12648.84,-0.024348421,1778.7611,6030000.0,3390.0,376875.0,,94208.0,9.92672e-05,0.1,1.4117552 +13062.0,12648.16,-0.022734314,1779.6111,6040000.0,3394.0,377500.0,,94368.0,9.90112e-05,0.1,1.4991515 +12982.0,12648.14,-0.025335722,1779.9353,6050000.0,3399.0,378125.0,,94528.0,9.87552e-05,0.1,1.3748276 +12900.0,12646.94,-0.024600012,1780.2585,6060000.0,3404.0,378750.0,,94656.0,9.85504e-05,0.1,1.463343 +12914.0,12645.34,-0.023184836,1780.5808,6070000.0,3409.0,379375.0,,94816.0,9.82944e-05,0.1,1.3906932 +12914.0,12645.26,-0.022437152,1780.9022,6080000.0,3414.0,380000.0,,94976.0,9.80384e-05,0.1,1.3586334 +12878.0,12646.24,-0.02053902,1781.2225,6090000.0,3419.0,380625.0,,95136.0,9.77824e-05,0.1,1.3990631 +12920.0,12647.74,-0.023555474,1781.5421,6100000.0,3424.0,381250.0,,95296.0,9.75264e-05,0.1,1.3569689 +12842.0,12648.52,-0.025806466,1782.3804,6110000.0,3428.0,381875.0,,95456.0,9.72704e-05,0.1,1.3245306 +12870.0,12649.62,-0.02305109,1782.6974,6120000.0,3433.0,382500.0,,95616.0,9.70144e-05,0.1,1.3261681 +12908.0,12650.92,-0.023844898,1783.0134,6130000.0,3438.0,383125.0,,95776.0,9.67584e-05,0.1,1.4043202 +12908.0,12652.0,-0.022934882,1783.3285,6140000.0,3443.0,383750.0,,95936.0,9.65024e-05,0.1,1.31353 +12922.0,12653.84,-0.024482537,1784.1602,6150000.0,3447.0,384375.0,,96064.0,9.62976e-05,0.1,1.3632593 +12904.0,12654.68,-0.022116097,1784.4728,6160000.0,3452.0,385000.0,,96224.0,9.60416e-05,0.1,1.3617102 +12862.0,12654.34,-0.024676995,1784.7845,6170000.0,3457.0,385625.0,,96384.0,9.57856e-05,0.1,1.3444409 +12864.0,12654.14,-0.024979131,1785.0953,6180000.0,3462.0,386250.0,,96544.0,9.55296e-05,0.1,1.3850212 +12836.0,12653.8,-0.019197186,1785.4053,6190000.0,3467.0,386875.0,,96704.0,9.52736e-05,0.1,1.2976629 +12732.0,12653.36,-0.02573711,1786.2288,6200000.0,3471.0,387500.0,,96864.0,9.50176e-05,0.1,1.3493819 +12684.0,12652.3,-0.022069668,1786.5363,6210000.0,3476.0,388125.0,,97024.0,9.47616e-05,0.1,1.4538918 +12706.0,12651.46,-0.022582717,1786.8429,6220000.0,3481.0,388750.0,,97184.0,9.45056e-05,0.1,1.3196783 +12692.0,12650.6,-0.026787799,1787.6614,6230000.0,3485.0,389375.0,,97312.0,9.43008e-05,0.1,1.3545961 +12710.0,12649.1,-0.021170894,1787.4535,6240000.0,3491.0,390000.0,,97472.0,9.40448e-05,0.1,1.2936349 +12702.0,12648.5,-0.017544793,1787.7574,6250000.0,3496.0,390625.0,,97632.0,9.37888e-05,0.1,1.2994571 +12524.0,12646.28,-0.020033406,1788.0605,6260000.0,3501.0,391250.0,,97792.0,9.35328e-05,0.1,1.2593422 +12444.0,12643.72,-0.02055264,1788.3628,6270000.0,3506.0,391875.0,,97952.0,9.32768e-05,0.1,1.2688304 +12418.0,12641.2,-0.02332448,1788.1549,6280000.0,3512.0,392500.0,,98112.0,9.30208e-05,0.1,1.245718 +12262.0,12638.94,-0.021211678,1788.456,6290000.0,3517.0,393125.0,,98272.0,9.27648e-05,0.1,1.2990954 +12192.0,12635.74,-0.020167038,1788.7563,6300000.0,3522.0,393750.0,,98432.0,9.25088e-05,0.1,1.2494643 +12178.0,12632.36,-0.022107504,1789.0559,6310000.0,3527.0,394375.0,,98592.0,9.22528e-05,0.1,1.2887651 +12076.0,12628.08,-0.019368801,1789.3545,6320000.0,3532.0,395000.0,,98720.0,9.2048e-05,0.1,1.2728102 +12142.0,12625.14,-0.021904085,1789.6522,6330000.0,3537.0,395625.0,,98880.0,9.1792e-05,0.1,1.2939433 +12158.0,12622.88,-0.024379969,1789.9492,6340000.0,3542.0,396250.0,,99040.0,9.1536e-05,0.1,1.3389826 +12348.0,12624.2,-0.020827278,1790.2452,6350000.0,3547.0,396875.0,,99200.0,9.128e-05,0.1,1.3164217 +12348.0,12625.64,-0.021231819,1790.5405,6360000.0,3552.0,397500.0,,99360.0,9.1024e-05,0.1,1.300758 +12366.0,12627.98,-0.020106811,1791.3386,6370000.0,3556.0,398125.0,,99520.0,9.0768e-05,0.1,1.247051 +12416.0,12630.82,-0.023934059,1791.6316,6380000.0,3561.0,398750.0,,99680.0,9.0512e-05,0.1,1.3128822 +12416.0,12632.96,-0.023002112,1791.9237,6390000.0,3566.0,399375.0,,99840.0,9.0256e-05,0.1,1.2735612 +12502.0,12634.74,-0.02343286,1792.2151,6400000.0,3571.0,400000.0,,100000.0,9e-05,0.1,1.3829744 +12666.0,12638.8,-0.025752924,1793.007,6410000.0,3575.0,400625.0,,100128.0,8.97952e-05,0.1,1.4214084 +12676.0,12641.68,-0.025792243,1793.2961,6420000.0,3580.0,401250.0,,100288.0,8.95392e-05,0.1,1.3976145 +12676.0,12644.24,-0.024133557,1793.5844,6430000.0,3585.0,401875.0,,100448.0,8.92832e-05,0.1,1.3659153 +12602.0,12645.58,-0.019010453,1793.8718,6440000.0,3590.0,402500.0,,100608.0,8.90272e-05,0.1,1.2596476 +12526.0,12646.1,-0.022398211,1794.1586,6450000.0,3595.0,403125.0,,100768.0,8.87712e-05,0.1,1.3873761 +12364.0,12646.36,-0.02503887,1794.4445,6460000.0,3600.0,403750.0,,100928.0,8.85152e-05,0.1,1.3364658 +12402.0,12648.16,-0.022462616,1794.7295,6470000.0,3605.0,404375.0,,101088.0,8.82592e-05,0.1,1.4022303 +12400.0,12649.34,-0.021612568,1795.0138,6480000.0,3610.0,405000.0,,101248.0,8.80032e-05,0.1,1.3318837 +12400.0,12650.52,-0.023773503,1795.2974,6490000.0,3615.0,405625.0,,101376.0,8.77984e-05,0.1,1.3025858 +12418.0,12653.24,-0.022311868,1795.5801,6500000.0,3620.0,406250.0,,101536.0,8.75424e-05,0.1,1.4197128 +12428.0,12655.7,-0.024154304,1795.862,6510000.0,3625.0,406875.0,,101696.0,8.72864e-05,0.1,1.3550723 +12522.0,12659.04,-0.024055608,1796.1433,6520000.0,3630.0,407500.0,,101856.0,8.70304e-05,0.1,1.5395863 +12524.0,12662.44,-0.023826009,1796.4237,6530000.0,3635.0,408125.0,,102016.0,8.67744e-05,0.1,1.3977779 +12552.0,12666.4,-0.021621024,1796.7032,6540000.0,3640.0,408750.0,,102176.0,8.65184e-05,0.1,1.3319018 +12520.0,12670.48,-0.024038356,1796.9822,6550000.0,3645.0,409375.0,,102336.0,8.62624e-05,0.1,1.4310089 +12500.0,12674.1,-0.020994436,1797.2603,6560000.0,3650.0,410000.0,,102496.0,8.60064e-05,0.1,1.4903861 +12430.0,12677.02,-0.02399262,1798.0295,6570000.0,3654.0,410625.0,,102656.0,8.57504e-05,0.1,1.4714878 +12526.0,12680.32,-0.023682117,1798.3055,6580000.0,3659.0,411250.0,,102784.0,8.55456e-05,0.1,1.4850984 +12500.0,12682.82,-0.021740926,1798.5808,6590000.0,3664.0,411875.0,,102944.0,8.52896e-05,0.1,1.4443212 +12542.0,12685.56,-0.022832053,1798.8552,6600000.0,3669.0,412500.0,,103104.0,8.50336e-05,0.1,1.3546302 +12500.0,12687.8,-0.024875961,1799.6189,6610000.0,3673.0,413125.0,,103264.0,8.47776e-05,0.1,1.4538169 +12492.0,12689.0,-0.022976372,1799.8912,6620000.0,3678.0,413750.0,,103424.0,8.45216e-05,0.1,1.4122989 +12544.0,12691.02,-0.024588421,1800.163,6630000.0,3683.0,414375.0,,103584.0,8.42656e-05,0.1,1.4082003 +12546.0,12692.82,-0.024709243,1800.4338,6640000.0,3688.0,415000.0,,103744.0,8.40096e-05,0.1,1.4368145 +12660.0,12695.86,-0.024333332,1800.704,6650000.0,3693.0,415625.0,,103904.0,8.37536e-05,0.1,1.4848932 +12678.0,12698.86,-0.022411507,1801.4607,6660000.0,3697.0,416250.0,,104032.0,8.35488e-05,0.1,1.4261279 +12694.0,12701.62,-0.023103563,1801.7288,6670000.0,3702.0,416875.0,,104192.0,8.32928e-05,0.1,1.3877453 +12752.0,12705.14,-0.025003068,1801.9962,6680000.0,3707.0,417500.0,,104352.0,8.30368e-05,0.1,1.4845481 +12698.0,12707.16,-0.024029465,1802.7485,6690000.0,3711.0,418125.0,,104512.0,8.27808e-05,0.1,1.4519672 +12600.0,12707.02,-0.023234276,1803.014,6700000.0,3716.0,418750.0,,104672.0,8.25248e-05,0.1,1.4438155 +12584.0,12705.98,-0.023373935,1803.2787,6710000.0,3721.0,419375.0,,104832.0,8.22688e-05,0.1,1.3512759 +12584.0,12704.8,-0.022075834,1803.5427,6720000.0,3726.0,420000.0,,104992.0,8.20128e-05,0.1,1.375474 +12586.0,12702.98,-0.024693247,1804.2896,6730000.0,3730.0,420625.0,,105152.0,8.17568e-05,0.1,1.4828402 +12590.0,12700.9,-0.020667955,1804.5515,6740000.0,3735.0,421250.0,,105312.0,8.15008e-05,0.1,1.3934271 +12588.0,12699.6,-0.022907104,1804.8129,6750000.0,3740.0,421875.0,,105440.0,8.1296e-05,0.1,1.342257 +12574.0,12698.48,-0.025054334,1805.0735,6760000.0,3745.0,422500.0,,105600.0,8.104e-05,0.1,1.399573 +12618.0,12697.8,-0.023106687,1805.3334,6770000.0,3750.0,423125.0,,105760.0,8.0784e-05,0.1,1.4087226 +12668.0,12697.26,-0.02330364,1805.5925,6780000.0,3755.0,423750.0,,105920.0,8.0528e-05,0.1,1.3548272 +12728.0,12697.18,-0.022911793,1805.8511,6790000.0,3760.0,424375.0,,106080.0,8.0272e-05,0.1,1.3149347 +12872.0,12699.24,-0.021727502,1806.1089,6800000.0,3765.0,425000.0,,106240.0,8.0016e-05,0.1,1.3648763 +12998.0,12702.56,-0.02369184,1806.3661,6810000.0,3770.0,425625.0,,106400.0,7.976e-05,0.1,1.4125156 +13090.0,12704.86,-0.02502343,1806.6226,6820000.0,3775.0,426250.0,,106560.0,7.9504e-05,0.1,1.3518473 +13016.0,12706.4,-0.021583648,1807.3564,6830000.0,3779.0,426875.0,,106688.0,7.92992e-05,0.1,1.3809357 +13002.0,12707.8,-0.021924669,1807.611,6840000.0,3784.0,427500.0,,106848.0,7.90432e-05,0.1,1.4129618 +12972.0,12707.82,-0.02466982,1807.8649,6850000.0,3789.0,428125.0,,107008.0,7.87872e-05,0.1,1.366755 +12972.0,12707.52,-0.019909857,1807.6416,6860000.0,3795.0,428750.0,,107168.0,7.85312e-05,0.1,1.3616302 +13002.0,12707.64,-0.023310674,1807.8948,6870000.0,3800.0,429375.0,,107328.0,7.82752e-05,0.1,1.4015505 +12974.0,12707.1,-0.024087323,1808.1472,6880000.0,3805.0,430000.0,,107488.0,7.80192e-05,0.1,1.4330802 +12976.0,12706.56,-0.022613358,1808.3989,6890000.0,3810.0,430625.0,,107648.0,7.77632e-05,0.1,1.3725834 +12986.0,12706.24,-0.025503755,1808.65,6900000.0,3815.0,431250.0,,107808.0,7.75072e-05,0.1,1.3751538 +13136.0,12706.74,-0.024670865,1808.9005,6910000.0,3820.0,431875.0,,107968.0,7.72512e-05,0.1,1.4374896 +13192.0,12707.12,-0.02448624,1809.6234,6920000.0,3824.0,432500.0,,108096.0,7.70464e-05,0.1,1.452687 +13210.0,12707.64,-0.022842163,1809.8721,6930000.0,3829.0,433125.0,,108256.0,7.67904e-05,0.1,1.4283895 +13212.0,12708.16,-0.022955602,1810.5923,6940000.0,3833.0,433750.0,,108416.0,7.65344e-05,0.1,1.4589889 +13184.0,12708.24,-0.023517126,1810.839,6950000.0,3838.0,434375.0,,108576.0,7.62784e-05,0.1,1.4742398 +13266.0,12709.56,-0.02400392,1811.5565,6960000.0,3842.0,435000.0,,108736.0,7.60224e-05,0.1,1.4380269 +13364.0,12712.1,-0.022935398,1811.8014,6970000.0,3847.0,435625.0,,108896.0,7.57664e-05,0.1,1.3762798 +13480.0,12715.06,-0.020795954,1812.0457,6980000.0,3852.0,436250.0,,109056.0,7.55104e-05,0.1,1.3349733 +13490.0,12718.44,-0.023990046,1812.2893,6990000.0,3857.0,436875.0,,109216.0,7.52544e-05,0.1,1.4617782 +13486.0,12723.88,-0.02376679,1813.0018,7000000.0,3861.0,437500.0,,109344.0,7.50496e-05,0.1,1.4433217 +13576.0,12729.38,-0.023435755,1813.2437,7010000.0,3866.0,438125.0,,109504.0,7.47936e-05,0.1,1.4351305 +13578.0,12734.88,-0.022145236,1813.4849,7020000.0,3871.0,438750.0,,109664.0,7.45376e-05,0.1,1.4319003 +13596.0,12739.9,-0.02393687,1813.7255,7030000.0,3876.0,439375.0,,109824.0,7.42816e-05,0.1,1.4326285 +13706.0,12746.34,-0.023529911,1813.9655,7040000.0,3881.0,440000.0,,109984.0,7.40256e-05,0.1,1.383389 +13678.0,12753.3,-0.023126055,1814.2048,7050000.0,3886.0,440625.0,,110144.0,7.37696e-05,0.1,1.4067235 +13674.0,12761.04,-0.023237433,1814.4436,7060000.0,3891.0,441250.0,,110304.0,7.35136e-05,0.1,1.3213778 +13772.0,12769.62,-0.01823437,1814.6818,7070000.0,3896.0,441875.0,,110464.0,7.32576e-05,0.1,1.3726689 +13722.0,12777.7,-0.023277037,1814.9193,7080000.0,3901.0,442500.0,,110624.0,7.30016e-05,0.1,1.3394898 +13720.0,12786.12,-0.023112724,1815.621,7090000.0,3905.0,443125.0,,110752.0,7.27968e-05,0.1,1.4527534 +13758.0,12794.5,-0.02222843,1815.8568,7100000.0,3910.0,443750.0,,110912.0,7.25408e-05,0.1,1.281805 +13756.0,12803.64,-0.023188064,1816.0919,7110000.0,3915.0,444375.0,,111072.0,7.22848e-05,0.1,1.3083956 +13770.0,12812.64,-0.023530025,1816.3265,7120000.0,3920.0,445000.0,,111232.0,7.20288e-05,0.1,1.302022 +13770.0,12821.26,-0.0232506,1816.5605,7130000.0,3925.0,445625.0,,111392.0,7.17728e-05,0.1,1.3720062 +13766.0,12829.84,-0.023227504,1816.794,7140000.0,3930.0,446250.0,,111552.0,7.15168e-05,0.1,1.3407426 +13766.0,12838.28,-0.022182845,1817.0267,7150000.0,3935.0,446875.0,,111712.0,7.12608e-05,0.1,1.3006139 +13766.0,12846.9,-0.02126171,1817.2589,7160000.0,3940.0,447500.0,,111872.0,7.10048e-05,0.1,1.3331661 +13778.0,12856.06,-0.020811155,1817.9513,7170000.0,3944.0,448125.0,,112000.0,7.08e-05,0.1,1.3091295 +13802.0,12865.44,-0.018713674,1818.1818,7180000.0,3949.0,448750.0,,112160.0,7.0544e-05,0.1,1.2343678 +13714.0,12874.22,-0.022605967,1818.4117,7190000.0,3954.0,449375.0,,112320.0,7.0288e-05,0.1,1.2504635 +13724.0,12884.14,-0.023902848,1818.6411,7200000.0,3959.0,450000.0,,112480.0,7.0032e-05,0.1,1.3181219 +13630.0,12893.6,-0.023771482,1819.3287,7210000.0,3963.0,450625.0,,112640.0,6.9776e-05,0.1,1.3279676 +13708.0,12903.62,-0.020202106,1819.5564,7220000.0,3968.0,451250.0,,112800.0,6.952e-05,0.1,1.3004863 +13666.0,12913.36,-0.023313941,1819.7836,7230000.0,3973.0,451875.0,,112960.0,6.9264e-05,0.1,1.2895339 +13576.0,12922.02,-0.020980611,1820.01,7240000.0,3978.0,452500.0,,113120.0,6.9008e-05,0.1,1.3263586 +13402.0,12929.02,-0.021834727,1820.236,7250000.0,3983.0,453125.0,,113280.0,6.8752e-05,0.1,1.3572781 +13402.0,12937.8,-0.02125736,1820.918,7260000.0,3987.0,453750.0,,113408.0,6.85472e-05,0.1,1.4801016 +13250.0,12945.86,-0.021210346,1821.1423,7270000.0,3992.0,454375.0,,113568.0,6.82912e-05,0.1,1.3049934 +13248.0,12954.16,-0.023827178,1821.366,7280000.0,3997.0,455000.0,,113728.0,6.80352e-05,0.1,1.3537607 +13164.0,12963.18,-0.020716783,1821.5892,7290000.0,4002.0,455625.0,,113888.0,6.77792e-05,0.1,1.199614 +13156.0,12972.82,-0.01787392,1821.8119,7300000.0,4007.0,456250.0,,114048.0,6.75232e-05,0.1,1.2394974 +13148.0,12982.52,-0.024061162,1822.4882,7310000.0,4011.0,456875.0,,114208.0,6.72672e-05,0.1,1.389062 +13148.0,12993.24,-0.023345845,1822.7091,7320000.0,4016.0,457500.0,,114368.0,6.70112e-05,0.1,1.2250509 +13118.0,13003.0,-0.021462908,1822.9296,7330000.0,4021.0,458125.0,,114528.0,6.67552e-05,0.1,1.2724305 +13158.0,13013.0,-0.021961298,1823.1495,7340000.0,4026.0,458750.0,,114656.0,6.65504e-05,0.1,1.3141131 +13158.0,13021.1,-0.02171674,1823.8213,7350000.0,4030.0,459375.0,,114816.0,6.62944e-05,0.1,1.3860253 +13168.0,13029.3,-0.021416187,1824.0397,7360000.0,4035.0,460000.0,,114976.0,6.60384e-05,0.1,1.319813 +13134.0,13036.98,-0.023524573,1824.2574,7370000.0,4040.0,460625.0,,115136.0,6.57824e-05,0.1,1.3173804 +13118.0,13044.0,-0.02094021,1824.4746,7380000.0,4045.0,461250.0,,115296.0,6.55264e-05,0.1,1.3106146 +13088.0,13050.72,-0.024405742,1824.6914,7390000.0,4050.0,461875.0,,115456.0,6.52704e-05,0.1,1.2792721 +13060.0,13056.3,-0.024279742,1824.9075,7400000.0,4055.0,462500.0,,115616.0,6.50144e-05,0.1,1.4164186 +13018.0,13059.82,-0.021471815,1825.1232,7410000.0,4060.0,463125.0,,115776.0,6.47584e-05,0.1,1.268475 +13026.0,13063.32,-0.024178574,1825.3383,7420000.0,4065.0,463750.0,,115936.0,6.45024e-05,0.1,1.3624951 +13054.0,13067.1,-0.022863299,1825.5529,7430000.0,4070.0,464375.0,,116064.0,6.42976e-05,0.1,1.2520982 +13064.0,13071.72,-0.022683704,1825.7668,7440000.0,4075.0,465000.0,,116224.0,6.40416e-05,0.1,1.3662639 +13110.0,13077.56,-0.022350073,1825.9803,7450000.0,4080.0,465625.0,,116384.0,6.37856e-05,0.1,1.3637159 +13108.0,13085.0,-0.02305241,1826.6405,7460000.0,4084.0,466250.0,,116544.0,6.35296e-05,0.1,1.3416553 +13150.0,13092.48,-0.023195459,1826.4059,7470000.0,4090.0,466875.0,,116704.0,6.32736e-05,0.1,1.3498898 +13150.0,13099.98,-0.021343298,1826.6178,7480000.0,4095.0,467500.0,,116864.0,6.30176e-05,0.1,1.3518379 +13110.0,13107.08,-0.02040276,1826.8292,7490000.0,4100.0,468125.0,,117024.0,6.27616e-05,0.1,1.375157 +13138.0,13114.28,-0.02309278,1827.0402,7500000.0,4105.0,468750.0,,117184.0,6.25056e-05,0.1,1.3965582 +13138.0,13121.38,-0.021234527,1827.2506,7510000.0,4110.0,469375.0,,117312.0,6.23008e-05,0.1,1.2720172 +13144.0,13127.6,-0.021960678,1827.4606,7520000.0,4115.0,470000.0,,117472.0,6.20448e-05,0.1,1.3895018 +13154.0,13133.9,-0.021756247,1827.6699,7530000.0,4120.0,470625.0,,117632.0,6.17888e-05,0.1,1.2644777 +13114.0,13139.52,-0.02088392,1827.8788,7540000.0,4125.0,471250.0,,117792.0,6.15328e-05,0.1,1.3204665 +13308.0,13147.4,-0.023419786,1828.0872,7550000.0,4130.0,471875.0,,117952.0,6.12768e-05,0.1,1.2211577 +13300.0,13155.4,-0.021594947,1828.295,7560000.0,4135.0,472500.0,,118112.0,6.10208e-05,0.1,1.3266003 +13346.0,13164.56,-0.021926796,1828.5024,7570000.0,4140.0,473125.0,,118272.0,6.07648e-05,0.1,1.2552981 +13440.0,13173.7,-0.021108793,1829.1506,7580000.0,4144.0,473750.0,,118432.0,6.05088e-05,0.1,1.299104 +13452.0,13183.22,-0.023152737,1829.3564,7590000.0,4149.0,474375.0,,118592.0,6.02528e-05,0.1,1.2682941 +13420.0,13192.0,-0.02248149,1830.0024,7600000.0,4153.0,475000.0,,118720.0,6.0048e-05,0.1,1.2887484 +13574.0,13202.74,-0.022272775,1830.2068,7610000.0,4158.0,475625.0,,118880.0,5.9792e-05,0.1,1.266491 +13566.0,13213.48,-0.020981291,1830.4108,7620000.0,4163.0,476250.0,,119040.0,5.9536e-05,0.1,1.3327469 +13618.0,13224.22,-0.019757736,1830.6143,7630000.0,4168.0,476875.0,,119200.0,5.928e-05,0.1,1.2668623 +13694.0,13235.7,-0.02159471,1830.8171,7640000.0,4173.0,477500.0,,119360.0,5.9024e-05,0.1,1.3736455 +13742.0,13246.52,-0.022465372,1831.0197,7650000.0,4178.0,478125.0,,119520.0,5.8768e-05,0.1,1.2439551 +13828.0,13258.02,-0.023715857,1831.2216,7660000.0,4183.0,478750.0,,119680.0,5.8512e-05,0.1,1.3542719 +13838.0,13269.46,-0.021318894,1831.4231,7670000.0,4188.0,479375.0,,119840.0,5.8256e-05,0.1,1.2692063 +13864.0,13280.58,-0.020338878,1831.6241,7680000.0,4193.0,480000.0,,120000.0,5.8e-05,0.1,1.3242378 +13880.0,13292.4,-0.018124215,1831.8247,7690000.0,4198.0,480625.0,,120128.0,5.77952e-05,0.1,1.2666886 +13894.0,13305.34,-0.020335399,1832.0248,7700000.0,4203.0,481250.0,,120288.0,5.75392e-05,0.1,1.2147909 +13848.0,13317.98,-0.02094284,1832.6599,7710000.0,4207.0,481875.0,,120448.0,5.72832e-05,0.1,1.1773062 +13858.0,13330.72,-0.020836292,1832.4235,7720000.0,4213.0,482500.0,,120608.0,5.70272e-05,0.1,1.2432046 +13860.0,13343.46,-0.021509364,1832.6221,7730000.0,4218.0,483125.0,,120768.0,5.67712e-05,0.1,1.3022423 +13798.0,13355.54,-0.021059945,1832.8203,7740000.0,4223.0,483750.0,,120928.0,5.65152e-05,0.1,1.2997377 +13798.0,13367.64,-0.020939881,1833.018,7750000.0,4228.0,484375.0,,121088.0,5.62592e-05,0.1,1.1854973 +13828.0,13380.18,-0.021311905,1833.6484,7760000.0,4232.0,485000.0,,121248.0,5.60032e-05,0.1,1.2741932 +13824.0,13392.24,-0.021591393,1834.2776,7770000.0,4236.0,485625.0,,121376.0,5.57984e-05,0.1,1.3679805 +13892.0,13404.48,-0.022297282,1834.473,7780000.0,4241.0,486250.0,,121536.0,5.55424e-05,0.1,1.3074439 +13966.0,13416.86,-0.021997534,1834.668,7790000.0,4246.0,486875.0,,121696.0,5.52864e-05,0.1,1.3708405 +13968.0,13427.82,-0.022716384,1834.8624,7800000.0,4251.0,487500.0,,121856.0,5.50304e-05,0.1,1.2137853 +13968.0,13437.52,-0.021957975,1835.0564,7810000.0,4256.0,488125.0,,122016.0,5.47744e-05,0.1,1.385776 +13934.0,13445.96,-0.021613242,1835.25,7820000.0,4261.0,488750.0,,122176.0,5.45184e-05,0.1,1.2691743 +13934.0,13455.14,-0.02219384,1835.443,7830000.0,4266.0,489375.0,,122336.0,5.42624e-05,0.1,1.2265732 +13934.0,13464.46,-0.022183659,1835.6357,7840000.0,4271.0,490000.0,,122496.0,5.40064e-05,0.1,1.3111894 +13866.0,13473.4,-0.020914821,1835.8279,7850000.0,4276.0,490625.0,,122656.0,5.37504e-05,0.1,1.2523246 +13914.0,13482.82,-0.019763337,1836.0197,7860000.0,4281.0,491250.0,,122784.0,5.35456e-05,0.1,1.1350975 +13914.0,13491.94,-0.019270252,1836.6394,7870000.0,4285.0,491875.0,,122944.0,5.32896e-05,0.1,1.1846112 +13914.0,13501.34,-0.019315448,1836.8298,7880000.0,4290.0,492500.0,,123104.0,5.30336e-05,0.1,1.3720641 +13960.0,13511.18,-0.018424649,1837.0198,7890000.0,4295.0,493125.0,,123264.0,5.27776e-05,0.1,1.2363816 +13960.0,13520.92,-0.022223229,1837.2094,7900000.0,4300.0,493750.0,,123424.0,5.25216e-05,0.1,1.2295734 +13960.0,13529.16,-0.021703912,1837.3983,7910000.0,4305.0,494375.0,,123584.0,5.22656e-05,0.1,1.2770778 +13926.0,13536.5,-0.019498145,1837.587,7920000.0,4310.0,495000.0,,123744.0,5.20096e-05,0.1,1.2303437 +13936.0,13543.76,-0.02024024,1837.7751,7930000.0,4315.0,495625.0,,123904.0,5.17536e-05,0.1,1.2485628 +13930.0,13550.94,-0.021177229,1838.3885,7940000.0,4319.0,496250.0,,124032.0,5.15488e-05,0.1,1.2980996 +13928.0,13558.38,-0.020256294,1838.1503,7950000.0,4325.0,496875.0,,124192.0,5.12928e-05,0.1,1.3575027 +13928.0,13565.0,-0.02207804,1838.7618,7960000.0,4329.0,497500.0,,124352.0,5.10368e-05,0.1,1.2346394 +13912.0,13570.48,-0.02301368,1838.9479,7970000.0,4334.0,498125.0,,124512.0,5.07808e-05,0.1,1.3115327 +13974.0,13575.42,-0.021864222,1839.1334,7980000.0,4339.0,498750.0,,124672.0,5.05248e-05,0.1,1.2800934 +14022.0,13580.74,-0.020267146,1839.3186,7990000.0,4344.0,499375.0,,124832.0,5.02688e-05,0.1,1.2070098 +14022.0,13586.1,-0.017731437,1839.5033,8000000.0,4349.0,500000.0,,124992.0,5.00128e-05,0.1,1.2760619 +14022.0,13590.56,-0.019320803,1839.6876,8010000.0,4354.0,500625.0,,125152.0,4.97568e-05,0.1,1.2271225 +14002.0,13594.8,-0.020218622,1839.8716,8020000.0,4359.0,501250.0,,125312.0,4.95008e-05,0.1,1.2242832 +13976.0,13598.6,-0.020758936,1840.4767,8030000.0,4363.0,501875.0,,125440.0,4.9296e-05,0.1,1.2251811 +13934.0,13600.88,-0.021122735,1840.6593,8040000.0,4368.0,502500.0,,125600.0,4.904e-05,0.1,1.2731113 +13964.0,13603.74,-0.019398618,1840.8416,8050000.0,4373.0,503125.0,,125760.0,4.8784e-05,0.1,1.2744277 +13964.0,13606.64,-0.019486059,1841.0233,8060000.0,4378.0,503750.0,,125920.0,4.8528e-05,0.1,1.2140325 +13932.0,13608.24,-0.019114567,1841.2047,8070000.0,4383.0,504375.0,,126080.0,4.8272e-05,0.1,1.2812479 +13954.0,13610.56,-0.01957966,1841.8053,8080000.0,4387.0,505000.0,,126240.0,4.8016e-05,0.1,1.1506307 +13918.0,13612.54,-0.02040066,1841.9855,8090000.0,4392.0,505625.0,,126400.0,4.776e-05,0.1,1.1556774 +13976.0,13614.72,-0.021122023,1842.1652,8100000.0,4397.0,506250.0,,126560.0,4.7504e-05,0.1,1.2933567 +14004.0,13617.2,-0.020507095,1842.3444,8110000.0,4402.0,506875.0,,126688.0,4.72992e-05,0.1,1.114733 +14004.0,13619.54,-0.019685386,1842.5233,8120000.0,4407.0,507500.0,,126848.0,4.70432e-05,0.1,1.2793751 +14078.0,13622.62,-0.019990481,1842.7018,8130000.0,4412.0,508125.0,,127008.0,4.67872e-05,0.1,1.2149303 +14078.0,13625.74,-0.021284878,1843.2971,8140000.0,4416.0,508750.0,,127168.0,4.65312e-05,0.1,1.290003 +14080.0,13628.88,-0.020781444,1843.4744,8150000.0,4421.0,509375.0,,127328.0,4.62752e-05,0.1,1.1972027 +14032.0,13631.54,-0.016838355,1843.6511,8160000.0,4426.0,510000.0,,127488.0,4.60192e-05,0.1,1.3382106 +14068.0,13634.44,-0.022134459,1843.8276,8170000.0,4431.0,510625.0,,127648.0,4.57632e-05,0.1,1.23206 +14040.0,13636.82,-0.019592686,1844.0037,8180000.0,4436.0,511250.0,,127808.0,4.55072e-05,0.1,1.2703447 +14040.0,13640.08,-0.020200873,1844.1792,8190000.0,4441.0,511875.0,,127968.0,4.52512e-05,0.1,1.2809488 +14048.0,13643.32,-0.019302629,1844.3545,8200000.0,4446.0,512500.0,,128096.0,4.50464e-05,0.1,1.2410846 +14048.0,13647.5,-0.021734476,1844.115,8210000.0,4452.0,513125.0,,128256.0,4.47904e-05,0.1,1.2585051 +14078.0,13651.2,-0.019587614,1844.2899,8220000.0,4457.0,513750.0,,128416.0,4.45344e-05,0.1,1.1989669 +14080.0,13655.34,-0.01971847,1844.4644,8230000.0,4462.0,514375.0,,128576.0,4.42784e-05,0.1,1.3019124 +14070.0,13660.28,-0.0179069,1844.6384,8240000.0,4467.0,515000.0,,128736.0,4.40224e-05,0.1,1.2485149 +14050.0,13666.76,-0.020159036,1844.8121,8250000.0,4472.0,515625.0,,128896.0,4.37664e-05,0.1,1.2054946 +13962.0,13672.36,-0.020666093,1844.9855,8260000.0,4477.0,516250.0,,129056.0,4.35104e-05,0.1,1.319431 +13962.0,13679.48,-0.021771327,1845.1584,8270000.0,4482.0,516875.0,,129216.0,4.32544e-05,0.1,1.245216 +13962.0,13686.62,-0.019236032,1845.7423,8280000.0,4486.0,517500.0,,129344.0,4.30496e-05,0.1,1.3402147 +13980.0,13694.78,-0.021496568,1845.9141,8290000.0,4491.0,518125.0,,129504.0,4.27936e-05,0.1,1.2232912 +13974.0,13702.96,-0.019834716,1846.0854,8300000.0,4496.0,518750.0,,129664.0,4.25376e-05,0.1,1.1687934 +13930.0,13710.78,-0.018292116,1846.2563,8310000.0,4501.0,519375.0,,129824.0,4.22816e-05,0.1,1.3137486 +13900.0,13718.3,-0.020435115,1846.427,8320000.0,4506.0,520000.0,,129984.0,4.20256e-05,0.1,1.2842612 +13954.0,13726.66,-0.020739056,1846.5972,8330000.0,4511.0,520625.0,,130144.0,4.17696e-05,0.1,1.289723 +13954.0,13734.62,-0.02089618,1846.7671,8340000.0,4516.0,521250.0,,130304.0,4.15136e-05,0.1,1.2381052 +13906.0,13742.1,-0.021064306,1846.9365,8350000.0,4521.0,521875.0,,130464.0,4.12576e-05,0.1,1.1971273 +13902.0,13749.44,-0.021085108,1847.1056,8360000.0,4526.0,522500.0,,130624.0,4.10016e-05,0.1,1.2454793 +13902.0,13757.12,-0.021208057,1847.2743,8370000.0,4531.0,523125.0,,130752.0,4.07968e-05,0.1,1.2451105 +13922.0,13765.16,-0.02048504,1847.4426,8380000.0,4536.0,523750.0,,130912.0,4.05408e-05,0.1,1.279532 +13980.0,13774.08,-0.020173213,1848.0176,8390000.0,4540.0,524375.0,,131072.0,4.02848e-05,0.1,1.2413844 +13874.0,13782.22,-0.020856885,1848.1848,8400000.0,4545.0,525000.0,,131232.0,4.00288e-05,0.1,1.2451986 +13874.0,13790.78,-0.01975338,1848.3517,8410000.0,4550.0,525625.0,,131392.0,3.97728e-05,0.1,1.2537053 +13948.0,13800.0,-0.019716317,1848.5181,8420000.0,4555.0,526250.0,,131552.0,3.95168e-05,0.1,1.2518322 +13918.0,13808.64,-0.018988702,1849.0897,8430000.0,4559.0,526875.0,,131712.0,3.92608e-05,0.1,1.2046808 +13918.0,13817.18,-0.018633818,1849.255,8440000.0,4564.0,527500.0,,131872.0,3.90048e-05,0.1,1.2698836 +13972.0,13825.8,-0.020155938,1849.8248,8450000.0,4568.0,528125.0,,132000.0,3.88e-05,0.1,1.2716968 +14036.0,13835.08,-0.019685017,1850.3937,8460000.0,4572.0,528750.0,,132160.0,3.8544e-05,0.1,1.3410985 +13998.0,13843.56,-0.021077503,1850.5571,8470000.0,4577.0,529375.0,,132320.0,3.8288e-05,0.1,1.2369285 +13982.0,13851.88,-0.019545559,1851.1243,8480000.0,4581.0,530000.0,,132480.0,3.8032e-05,0.1,1.3247758 +13986.0,13860.64,-0.018566603,1851.2865,8490000.0,4586.0,530625.0,,132640.0,3.7776e-05,0.1,1.2126352 +13986.0,13869.12,-0.01848003,1851.8518,8500000.0,4590.0,531250.0,,132800.0,3.752e-05,0.1,1.2628058 +13990.0,13877.64,-0.02029595,1852.0131,8510000.0,4595.0,531875.0,,132960.0,3.7264e-05,0.1,1.3079723 +13974.0,13885.94,-0.021949176,1852.174,8520000.0,4600.0,532500.0,,133120.0,3.7008e-05,0.1,1.2506641 +14006.0,13894.46,-0.019065602,1852.7367,8530000.0,4604.0,533125.0,,133280.0,3.6752e-05,0.1,1.2569721 +14008.0,13903.4,-0.021614386,1853.2986,8540000.0,4608.0,533750.0,,133408.0,3.65472e-05,0.1,1.3272309 +13996.0,13910.28,-0.01975425,1853.4576,8550000.0,4613.0,534375.0,,133568.0,3.62912e-05,0.1,1.3529915 +13960.0,13916.88,-0.019930277,1853.6163,8560000.0,4618.0,535000.0,,133728.0,3.60352e-05,0.1,1.3694351 +13938.0,13922.8,-0.022384467,1853.7747,8570000.0,4623.0,535625.0,,133888.0,3.57792e-05,0.1,1.3295147 +13954.0,13927.94,-0.01950011,1853.9326,8580000.0,4628.0,536250.0,,134048.0,3.55232e-05,0.1,1.224277 +13980.0,13933.22,-0.019457767,1854.4905,8590000.0,4632.0,536875.0,,134208.0,3.52672e-05,0.1,1.4070327 +13908.0,13938.1,-0.019186072,1854.6475,8600000.0,4637.0,537500.0,,134368.0,3.50112e-05,0.1,1.3082511 +13906.0,13941.42,-0.020280277,1855.2036,8610000.0,4641.0,538125.0,,134528.0,3.47552e-05,0.1,1.3822379 +13914.0,13944.9,-0.019825201,1855.3595,8620000.0,4646.0,538750.0,,134656.0,3.45504e-05,0.1,1.2857699 +13932.0,13948.04,-0.018519243,1855.914,8630000.0,4650.0,539375.0,,134816.0,3.42944e-05,0.1,1.3287594 +13974.0,13950.84,-0.02112015,1856.0687,8640000.0,4655.0,540000.0,,134976.0,3.40384e-05,0.1,1.3904113 +13954.0,13952.96,-0.020824948,1856.2231,8650000.0,4660.0,540625.0,,135136.0,3.37824e-05,0.1,1.3683157 +13918.0,13953.86,-0.017949075,1856.3773,8660000.0,4665.0,541250.0,,135296.0,3.35264e-05,0.1,1.3756152 +13916.0,13954.64,-0.02063169,1856.531,8670000.0,4670.0,541875.0,,135456.0,3.32704e-05,0.1,1.2980652 +13916.0,13955.16,-0.019963749,1856.6844,8680000.0,4675.0,542500.0,,135616.0,3.30144e-05,0.1,1.3951234 +13916.0,13955.52,-0.020468168,1857.2345,8690000.0,4679.0,543125.0,,135776.0,3.27584e-05,0.1,1.3373156 +13858.0,13955.16,-0.019719683,1857.3868,8700000.0,4684.0,543750.0,,135936.0,3.25024e-05,0.1,1.3295532 +13826.0,13954.94,-0.018652923,1857.539,8710000.0,4689.0,544375.0,,136064.0,3.22976e-05,0.1,1.2416584 +13876.0,13955.12,-0.019015707,1858.0865,8720000.0,4693.0,545000.0,,136224.0,3.20416e-05,0.1,1.2917516 +13877.0,13955.29,-0.019319346,1858.2375,8730000.0,4698.0,545625.0,,136384.0,3.17856e-05,0.1,1.3138974 +13877.0,13956.08,-0.021469591,1858.3883,8740000.0,4703.0,546250.0,,136544.0,3.15296e-05,0.1,1.2630816 +13879.0,13956.89,-0.019440066,1858.9335,8750000.0,4707.0,546875.0,,136704.0,3.12736e-05,0.1,1.2718005 +13827.0,13956.88,-0.02171136,1859.0833,8760000.0,4712.0,547500.0,,136864.0,3.10176e-05,0.1,1.3416283 +13917.0,13957.81,-0.02003838,1859.2325,8770000.0,4717.0,548125.0,,137024.0,3.07616e-05,0.1,1.2623477 +13947.0,13958.36,-0.02065526,1859.7755,8780000.0,4721.0,548750.0,,137184.0,3.05056e-05,0.1,1.2839327 +13939.0,13958.09,-0.019571941,1859.9238,8790000.0,4726.0,549375.0,,137312.0,3.03008e-05,0.1,1.1370505 +13939.0,13957.8,-0.019124266,1860.4651,8800000.0,4730.0,550000.0,,137472.0,3.00448e-05,0.1,1.2834903 +13887.0,13956.99,-0.01963583,1860.6124,8810000.0,4735.0,550625.0,,137632.0,2.97888e-05,0.1,1.2896035 +13889.0,13956.54,-0.018960986,1861.1521,8820000.0,4739.0,551250.0,,137792.0,2.95328e-05,0.1,1.3219569 +13905.0,13956.25,-0.020064412,1861.2985,8830000.0,4744.0,551875.0,,137952.0,2.92768e-05,0.1,1.2187526 +13905.0,13955.96,-0.020053776,1861.0526,8840000.0,4750.0,552500.0,,138112.0,2.90208e-05,0.1,1.2442626 +13939.0,13956.69,-0.020181887,1861.1987,8850000.0,4755.0,553125.0,,138272.0,2.87648e-05,0.1,1.2374214 +13915.0,13956.7,-0.018775094,1861.3445,8860000.0,4760.0,553750.0,,138432.0,2.85088e-05,0.1,1.268889 +13893.0,13956.49,-0.018566277,1861.8807,8870000.0,4764.0,554375.0,,138592.0,2.82528e-05,0.1,1.1991823 +13877.0,13956.12,-0.018309416,1862.4161,8880000.0,4768.0,555000.0,,138720.0,2.8048e-05,0.1,1.2031868 +13879.0,13955.31,-0.0205971,1862.5602,8890000.0,4773.0,555625.0,,138880.0,2.7792e-05,0.1,1.1959198 +13879.0,13954.5,-0.019037114,1862.7041,8900000.0,4778.0,556250.0,,139040.0,2.7536e-05,0.1,1.2441518 +13841.0,13953.31,-0.017087555,1863.2372,8910000.0,4782.0,556875.0,,139200.0,2.728e-05,0.1,1.2433624 +13827.0,13952.32,-0.017511208,1863.38,8920000.0,4787.0,557500.0,,139360.0,2.7024e-05,0.1,1.1879897 +13883.0,13951.79,-0.01889578,1863.9115,8930000.0,4791.0,558125.0,,139520.0,2.6768e-05,0.1,1.2648107 +13737.0,13949.86,-0.017384592,1864.0533,8940000.0,4796.0,558750.0,,139680.0,2.6512e-05,0.1,1.3563079 +13727.0,13947.85,-0.019828327,1864.5834,8950000.0,4800.0,559375.0,,139840.0,2.6256e-05,0.1,1.3171308 +13727.0,13945.84,-0.018211212,1864.7242,8960000.0,4805.0,560000.0,,140000.0,2.6e-05,0.1,1.1864293 +13665.0,13943.37,-0.018902123,1865.2527,8970000.0,4809.0,560625.0,,140128.0,2.57952e-05,0.1,1.2517066 +13627.0,13939.9,-0.019026756,1865.3926,8980000.0,4814.0,561250.0,,140288.0,2.55392e-05,0.1,1.3663354 +13629.0,13935.97,-0.01633679,1865.9194,8990000.0,4818.0,561875.0,,140448.0,2.52832e-05,0.1,1.3065122 +13631.0,13932.06,-0.018243717,1866.0585,9000000.0,4823.0,562500.0,,140608.0,2.50272e-05,0.1,1.2957902 +13623.0,13928.07,-0.019988457,1866.5837,9010000.0,4827.0,563125.0,,140768.0,2.47712e-05,0.1,1.2769649 +13623.0,13924.28,-0.017710093,1866.7218,9020000.0,4832.0,563750.0,,140928.0,2.45152e-05,0.1,1.2140174 +13677.0,13921.29,-0.018914133,1867.2456,9030000.0,4836.0,564375.0,,141088.0,2.42592e-05,0.1,1.234966 +13713.0,13919.08,-0.017375093,1867.3828,9040000.0,4841.0,565000.0,,141248.0,2.40032e-05,0.1,1.3566252 +13701.0,13916.45,-0.019699331,1867.905,9050000.0,4845.0,565625.0,,141376.0,2.37984e-05,0.1,1.2883844 +13701.0,13913.82,-0.019813433,1868.4265,9060000.0,4849.0,566250.0,,141536.0,2.35424e-05,0.1,1.2265974 +13759.0,13912.09,-0.020370811,1868.947,9070000.0,4853.0,566875.0,,141696.0,2.32864e-05,0.1,1.2560533 +13697.0,13909.52,-0.017210979,1869.0819,9080000.0,4858.0,567500.0,,141856.0,2.30304e-05,0.1,1.3153596 +13618.0,13906.52,-0.017892227,1869.2166,9090000.0,4863.0,568125.0,,142016.0,2.27744e-05,0.1,1.276963 +13586.0,13902.62,-0.017502697,1869.3508,9100000.0,4868.0,568750.0,,142176.0,2.25184e-05,0.1,1.3009579 +13568.0,13898.26,-0.018350149,1869.8687,9110000.0,4872.0,569375.0,,142336.0,2.22624e-05,0.1,1.2758038 +13568.0,13893.9,-0.01793298,1870.0021,9120000.0,4877.0,570000.0,,142496.0,2.20064e-05,0.1,1.3080729 +13556.0,13888.68,-0.015601268,1870.1351,9130000.0,4882.0,570625.0,,142656.0,2.17504e-05,0.1,1.2829008 +13556.0,13883.46,-0.018977428,1870.6509,9140000.0,4886.0,571250.0,,142784.0,2.15456e-05,0.1,1.3494192 +13554.0,13878.2,-0.018830916,1870.7831,9150000.0,4891.0,571875.0,,142944.0,2.12896e-05,0.1,1.2653542 +13574.0,13873.62,-0.018216062,1870.915,9160000.0,4896.0,572500.0,,143104.0,2.10336e-05,0.1,1.3209895 +13570.0,13868.64,-0.016498411,1871.0468,9170000.0,4901.0,573125.0,,143264.0,2.07776e-05,0.1,1.2008641 +13570.0,13863.94,-0.016782591,1871.1781,9180000.0,4906.0,573750.0,,143424.0,2.05216e-05,0.1,1.254159 +13570.0,13859.24,-0.017971527,1871.3093,9190000.0,4911.0,574375.0,,143584.0,2.02656e-05,0.1,1.2281858 +13530.0,13854.06,-0.017295206,1871.4402,9200000.0,4916.0,575000.0,,143744.0,2.00096e-05,0.1,1.2169282 +13530.0,13848.88,-0.019839944,1871.9512,9210000.0,4920.0,575625.0,,143904.0,1.97536e-05,0.1,1.2227476 +13528.0,13843.38,-0.018663008,1872.4614,9220000.0,4924.0,576250.0,,144032.0,1.95488e-05,0.1,1.2557564 +13578.0,13838.36,-0.016463656,1872.5908,9230000.0,4929.0,576875.0,,144192.0,1.92928e-05,0.1,1.2437587 +13578.0,13833.44,-0.01779025,1873.0995,9240000.0,4933.0,577500.0,,144352.0,1.90368e-05,0.1,1.2114521 +13604.0,13828.98,-0.01741742,1873.228,9250000.0,4938.0,578125.0,,144512.0,1.87808e-05,0.1,1.2638934 +13596.0,13825.32,-0.01684485,1873.7354,9260000.0,4942.0,578750.0,,144672.0,1.85248e-05,0.1,1.247288 +13610.0,13821.8,-0.017217334,1873.8629,9270000.0,4947.0,579375.0,,144832.0,1.82688e-05,0.1,1.1948776 +13642.0,13818.6,-0.017740896,1874.3688,9280000.0,4951.0,580000.0,,144992.0,1.80128e-05,0.1,1.2722726 +13636.0,13815.16,-0.015314859,1874.4956,9290000.0,4956.0,580625.0,,145152.0,1.77568e-05,0.1,1.3149745 +13670.0,13812.12,-0.015481413,1875.0,9300000.0,4960.0,581250.0,,145312.0,1.75008e-05,0.1,1.2741266 +13712.0,13809.94,-0.017596439,1875.5037,9310000.0,4964.0,581875.0,,145440.0,1.7296e-05,0.1,1.1166747 +13694.0,13807.88,-0.01709893,1875.6289,9320000.0,4969.0,582500.0,,145600.0,1.704e-05,0.1,1.2781029 +13648.0,13804.82,-0.017738605,1876.1311,9330000.0,4973.0,583125.0,,145760.0,1.6784e-05,0.1,1.2131547 +13748.0,13802.76,-0.01720019,1876.2555,9340000.0,4978.0,583750.0,,145920.0,1.6528e-05,0.1,1.3060241 +13758.0,13801.28,-0.01671455,1876.7563,9350000.0,4982.0,584375.0,,146080.0,1.6272e-05,0.1,1.1412725 +13706.0,13799.32,-0.016281568,1877.2563,9360000.0,4986.0,585000.0,,146240.0,1.6016e-05,0.1,1.3117406 +13708.0,13797.38,-0.016835282,1877.3793,9370000.0,4991.0,585625.0,,146400.0,1.576e-05,0.1,1.191527 +13616.0,13794.32,-0.016255919,1877.8779,9380000.0,4995.0,586250.0,,146560.0,1.5504e-05,0.1,1.1421487 +13640.0,13790.92,-0.01647435,1878.3757,9390000.0,4999.0,586875.0,,146688.0,1.52992e-05,0.1,1.1433321 +13618.0,13788.36,-0.017537056,1878.4972,9400000.0,5004.0,587500.0,,146848.0,1.50432e-05,0.1,1.178551 +13576.0,13785.38,-0.017275339,1878.6185,9410000.0,5009.0,588125.0,,147008.0,1.47872e-05,0.1,1.1974349 +13624.0,13782.14,-0.016296284,1878.7395,9420000.0,5014.0,588750.0,,147168.0,1.45312e-05,0.1,1.1228573 +13620.0,13779.16,-0.016441016,1878.8604,9430000.0,5019.0,589375.0,,147328.0,1.42752e-05,0.1,1.2251747 +13600.0,13775.98,-0.016328558,1878.9808,9440000.0,5024.0,590000.0,,147488.0,1.40192e-05,0.1,1.2224884 +13626.0,13772.52,-0.01582741,1879.475,9450000.0,5028.0,590625.0,,147648.0,1.37632e-05,0.1,1.2348683 +13664.0,13768.8,-0.016307972,1879.5947,9460000.0,5033.0,591250.0,,147808.0,1.35072e-05,0.1,1.2660298 +13714.0,13765.96,-0.016715132,1880.0874,9470000.0,5037.0,591875.0,,147968.0,1.32512e-05,0.1,1.22525 +13730.0,13763.44,-0.017488806,1880.2063,9480000.0,5042.0,592500.0,,148096.0,1.30464e-05,0.1,1.2213485 +13730.0,13760.88,-0.016455142,1880.6976,9490000.0,5046.0,593125.0,,148256.0,1.27904e-05,0.1,1.2281847 +13816.0,13759.18,-0.01623223,1880.8157,9500000.0,5051.0,593750.0,,148416.0,1.25344e-05,0.1,1.2026864 +13772.0,13757.0,-0.015922561,1880.9336,9510000.0,5056.0,594375.0,,148576.0,1.22784e-05,0.1,1.214027 +13774.0,13755.0,-0.01672213,1881.423,9520000.0,5060.0,595000.0,,148736.0,1.20224e-05,0.1,1.294862 +13772.0,13752.66,-0.01649125,1881.54,9530000.0,5065.0,595625.0,,148896.0,1.17664e-05,0.1,1.2281165 +13798.0,13750.56,-0.014738361,1881.6569,9540000.0,5070.0,596250.0,,149056.0,1.15104e-05,0.1,1.2040467 +13798.0,13748.58,-0.0146741625,1881.7734,9550000.0,5075.0,596875.0,,149216.0,1.12544e-05,0.1,1.2009325 +13790.0,13746.88,-0.015796212,1882.2603,9560000.0,5079.0,597500.0,,149344.0,1.10496e-05,0.1,1.2400124 +13830.0,13745.8,-0.015838055,1882.3761,9570000.0,5084.0,598125.0,,149504.0,1.07936e-05,0.1,1.2222242 +13834.0,13744.6,-0.014945964,1882.8617,9580000.0,5088.0,598750.0,,149664.0,1.05376e-05,0.1,1.199944 +13840.0,13743.2,-0.013167777,1883.3464,9590000.0,5092.0,599375.0,,149824.0,1.02816e-05,0.1,1.2576121 +13794.0,13742.06,-0.015867721,1883.4608,9600000.0,5097.0,600000.0,,149984.0,1.00256e-05,0.1,1.187713 +13794.0,13740.94,-0.014247775,1883.9443,9610000.0,5101.0,600625.0,,150144.0,9.7696e-06,0.1,1.184418 +13774.0,13739.54,-0.015193853,1884.058,9620000.0,5106.0,601250.0,,150304.0,9.5136e-06,0.1,1.2125697 +13732.0,13737.54,-0.0144407395,1884.5402,9630000.0,5110.0,601875.0,,150464.0,9.2576e-06,0.1,1.1601573 +13694.0,13734.74,-0.01443931,1884.653,9640000.0,5115.0,602500.0,,150624.0,9.0016e-06,0.1,1.2226923 +13700.0,13732.2,-0.015317088,1885.1338,9650000.0,5119.0,603125.0,,150752.0,8.7968e-06,0.1,1.2056546 +13734.0,13730.36,-0.015203702,1885.2458,9660000.0,5124.0,603750.0,,150912.0,8.5408e-06,0.1,1.2497408 +13760.0,13728.8,-0.013718741,1885.3578,9670000.0,5129.0,604375.0,,151072.0,8.2848e-06,0.1,1.1878228 +13856.0,13728.2,-0.014963462,1885.8368,9680000.0,5133.0,605000.0,,151232.0,8.0288e-06,0.1,1.2675604 +13902.0,13728.06,-0.014546188,1885.9479,9690000.0,5138.0,605625.0,,151392.0,7.7728e-06,0.1,1.2269162 +13910.0,13728.58,-0.014308476,1886.4255,9700000.0,5142.0,606250.0,,151552.0,7.5168e-06,0.1,1.2043207 +13910.0,13729.42,-0.014270045,1886.5359,9710000.0,5147.0,606875.0,,151712.0,7.2608e-06,0.1,1.1946223 +13888.0,13729.54,-0.013015233,1886.646,9720000.0,5152.0,607500.0,,151872.0,7.0048e-06,0.1,1.2451203 +13970.0,13730.47,-0.012971301,1887.1218,9730000.0,5156.0,608125.0,,152000.0,6.8e-06,0.1,1.2462664 +13972.0,13731.42,-0.015224462,1887.2312,9740000.0,5161.0,608750.0,,152160.0,6.544e-06,0.1,1.218611 +14008.0,13732.71,-0.015016862,1887.3403,9750000.0,5166.0,609375.0,,152320.0,6.288e-06,0.1,1.2398615 +14074.0,13735.18,-0.0148506835,1887.8143,9760000.0,5170.0,610000.0,,152480.0,6.032e-06,0.1,1.2303748 +14024.0,13736.25,-0.014809752,1887.9227,9770000.0,5175.0,610625.0,,152640.0,5.776e-06,0.1,1.2580892 +14048.0,13737.26,-0.01386896,1888.3954,9780000.0,5179.0,611250.0,,152800.0,5.52e-06,0.1,1.3381622 +14072.0,13738.59,-0.013804254,1888.503,9790000.0,5184.0,611875.0,,152960.0,5.264e-06,0.1,1.3111367 +14070.0,13739.9,-0.013753254,1888.9746,9800000.0,5188.0,612500.0,,153120.0,5.008e-06,0.1,1.2831413 +14086.0,13741.89,-0.010995268,1889.0814,9810000.0,5193.0,613125.0,,153280.0,4.752e-06,0.1,1.2390597 +14074.0,13743.74,-0.013690453,1889.5516,9820000.0,5197.0,613750.0,,153408.0,4.5472e-06,0.1,1.1873944 +14120.0,13745.89,-0.01297436,1890.0211,9830000.0,5201.0,614375.0,,153568.0,4.2912e-06,0.1,1.1191483 +14120.0,13748.04,-0.014167131,1890.1268,9840000.0,5206.0,615000.0,,153728.0,4.0352e-06,0.1,1.2481294 +14100.0,13749.65,-0.013302228,1890.595,9850000.0,5210.0,615625.0,,153888.0,3.7792e-06,0.1,1.2308983 +14036.0,13750.86,-0.012891243,1890.7,9860000.0,5215.0,616250.0,,154048.0,3.5232e-06,0.1,1.2607839 +14046.0,13752.39,-0.011566004,1891.1669,9870000.0,5219.0,616875.0,,154208.0,3.2672e-06,0.1,1.159616 +14032.0,13753.94,-0.012577213,1891.271,9880000.0,5224.0,617500.0,,154368.0,3.0112e-06,0.1,1.2342634 +14014.0,13755.29,-0.012679231,1891.7368,9890000.0,5228.0,618125.0,,154528.0,2.7552e-06,0.1,1.2511555 +14014.0,13756.64,-0.012379201,1891.8402,9900000.0,5233.0,618750.0,,154656.0,2.5504e-06,0.1,1.1594006 +14014.0,13758.37,-0.012959233,1892.3048,9910000.0,5237.0,619375.0,,154816.0,2.2944e-06,0.1,1.2858896 +14036.0,13760.46,-0.012054757,1892.4075,9920000.0,5242.0,620000.0,,154976.0,2.0384e-06,0.1,1.1541591 +14036.0,13761.99,-0.0122052925,1892.8707,9930000.0,5246.0,620625.0,,155136.0,1.7824e-06,0.1,1.2535806 +14032.0,13764.94,-0.011687119,1892.9728,9940000.0,5251.0,621250.0,,155296.0,1.5264e-06,0.1,1.1494846 +14024.0,13767.91,-0.011345189,1893.4348,9950000.0,5255.0,621875.0,,155456.0,1.2704e-06,0.1,1.2157314 +14024.0,13770.88,-0.011939482,1893.5361,9960000.0,5260.0,622500.0,,155616.0,1.0144e-06,0.1,1.1828973 +14022.0,13774.45,-0.012112831,1893.997,9970000.0,5264.0,623125.0,,155776.0,7.584e-07,0.1,1.2894226 +14076.0,13778.94,-0.011597382,1894.0975,9980000.0,5269.0,623750.0,,155936.0,5.024e-07,0.1,1.2411064 +14076.0,13783.41,-0.0097630825,1894.5571,9990000.0,5273.0,624375.0,,156064.0,2.976e-07,0.1,1.2822764 +14082.0,13787.92,-0.011360059,1894.6571,10000000.0,5278.0,625000.0,,156224.0,4.16e-08,0.1,1.2940114 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_df_train.csv b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..29062e1aad9357e6d783edf3fcf97580d92cbd9e --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_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 +40.0,40.0,-0.02741131,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.8201752 +55.0,47.5,-0.02853453,1000.0,20000.0,20.0,1250.0,,288.0,0.0002495392,0.1,2.8296008 +50.0,48.333332,-0.03127379,1200.0,30000.0,25.0,1875.0,,448.0,0.0002492832,0.1,2.8154714 +45.0,47.5,-0.03335131,1290.3226,40000.0,31.0,2500.0,,608.0,0.0002490272,0.1,2.8075216 +52.0,48.4,-0.03591715,1351.3513,50000.0,37.0,3125.0,,768.0,0.0002487712,0.1,2.8200507 +40.0,47.0,-0.035974465,1395.3489,60000.0,43.0,3750.0,,928.0,0.0002485152,0.1,2.8050165 +36.0,45.42857,-0.032083474,1458.3334,70000.0,48.0,4375.0,,1088.0,0.0002482592,0.1,2.819038 +44.0,45.25,-0.033517648,1481.4814,80000.0,54.0,5000.0,,1248.0,0.0002480032,0.1,2.8108811 +54.0,46.22222,-0.03209967,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.822412 +60.0,47.6,-0.03322523,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.8169842 +70.0,49.636364,-0.032951456,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7402253 +76.0,51.833332,-0.030182866,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.7178726 +82.0,54.153847,-0.030872814,1566.265,130000.0,83.0,8125.0,,2016.0,0.0002467744,0.1,2.7210748 +80.0,56.0,-0.032855503,1573.0337,140000.0,89.0,8750.0,,2176.0,0.0002465184,0.1,2.725809 +72.0,57.066666,-0.032235805,1578.9474,150000.0,95.0,9375.0,,2336.0,0.0002462624,0.1,2.7362669 +66.0,57.625,-0.034097206,1600.0,160000.0,100.0,10000.0,,2496.0,0.0002460064,0.1,2.7549858 +60.0,57.764706,-0.03254617,1603.7736,170000.0,106.0,10625.0,,2656.0,0.0002457504,0.1,2.7465923 +54.0,57.555557,-0.038181815,1621.6216,180000.0,111.0,11250.0,,2784.0,0.0002455456,0.1,2.7213588 +54.0,57.36842,-0.03260883,1623.9316,190000.0,117.0,11875.0,,2944.0,0.0002452896,0.1,2.7252572 +58.0,57.4,-0.035808627,1626.0162,200000.0,123.0,12500.0,,3104.0,0.0002450336,0.1,2.7168782 +52.0,57.142857,-0.034235235,1627.907,210000.0,129.0,13125.0,,3264.0,0.0002447776,0.1,2.7327476 +54.0,57.0,-0.03170497,1641.791,220000.0,134.0,13750.0,,3424.0,0.0002445216,0.1,2.716611 +62.0,57.217392,-0.03350445,1642.8572,230000.0,140.0,14375.0,,3584.0,0.0002442656,0.1,2.700188 +62.0,57.416668,-0.034607437,1632.6531,240000.0,147.0,15000.0,,3744.0,0.0002440096,0.1,2.7013874 +62.0,57.6,-0.03153225,1633.9869,250000.0,153.0,15625.0,,3904.0,0.0002437536,0.1,2.6555495 +70.0,58.076923,-0.03204412,1645.5696,260000.0,158.0,16250.0,,4032.0,0.0002435488,0.1,2.6446176 +90.0,59.25926,-0.032957062,1656.4418,270000.0,163.0,16875.0,,4192.0,0.0002432928,0.1,2.6725316 +86.0,60.214287,-0.03257896,1656.8047,280000.0,169.0,17500.0,,4352.0,0.0002430368,0.1,2.6012154 +96.0,61.448277,-0.031003578,1657.1428,290000.0,175.0,18125.0,,4512.0,0.0002427808,0.1,2.665937 +98.0,62.666668,-0.039901163,1657.4586,300000.0,181.0,18750.0,,4672.0,0.0002425248,0.1,2.6404662 +78.0,63.16129,-0.030198537,1657.754,310000.0,187.0,19375.0,,4832.0,0.0002422688,0.1,2.5763168 +92.0,64.0625,-0.028111182,1658.0311,320000.0,193.0,20000.0,,4992.0,0.0002420128,0.1,2.5967088 +86.0,64.72727,-0.03462712,1666.6666,330000.0,198.0,20625.0,,5152.0,0.0002417568,0.1,2.5844994 +84.0,65.29412,-0.033869155,1666.6666,340000.0,204.0,21250.0,,5312.0,0.0002415008,0.1,2.6133623 +90.0,66.0,-0.032256108,1674.6411,350000.0,209.0,21875.0,,5440.0,0.000241296,0.1,2.6522195 +90.0,66.666664,-0.03027768,1674.4186,360000.0,215.0,22500.0,,5600.0,0.00024104,0.1,2.622882 +96.0,67.45946,-0.04187125,1681.8182,370000.0,220.0,23125.0,,5760.0,0.000240784,0.1,2.6287851 +100.0,68.31579,-0.03238375,1681.4159,380000.0,226.0,23750.0,,5920.0,0.000240528,0.1,2.5886006 +104.0,69.23077,-0.030400591,1681.0344,390000.0,232.0,24375.0,,6080.0,0.000240272,0.1,2.5319674 +106.0,70.15,-0.030319473,1680.6722,400000.0,238.0,25000.0,,6240.0,0.000240016,0.1,2.557769 +100.0,70.87805,-0.030858286,1680.3279,410000.0,244.0,25625.0,,6400.0,0.00023976,0.1,2.5335956 +114.0,71.90476,-0.032248635,1680.0,420000.0,250.0,26250.0,,6560.0,0.000239504,0.1,2.4327383 +114.0,72.88372,-0.030734412,1686.2745,430000.0,255.0,26875.0,,6688.0,0.0002392992,0.1,2.474361 +126.0,74.09091,-0.034707576,1685.8237,440000.0,261.0,27500.0,,6848.0,0.0002390432,0.1,2.4743102 +136.0,75.46667,-0.03647747,1691.7294,450000.0,266.0,28125.0,,7008.0,0.0002387872,0.1,2.4658003 +118.0,76.391304,-0.029406998,1691.1765,460000.0,272.0,28750.0,,7168.0,0.0002385312,0.1,2.3985918 +116.0,77.23404,-0.028604634,1696.7509,470000.0,277.0,29375.0,,7328.0,0.0002382752,0.1,2.383082 +104.0,77.791664,-0.03615741,1696.113,480000.0,283.0,30000.0,,7488.0,0.0002380192,0.1,2.396954 +100.0,78.244896,-0.028372342,1689.6552,490000.0,290.0,30625.0,,7648.0,0.0002377632,0.1,2.3921208 +104.0,78.76,-0.03397645,1694.9153,500000.0,295.0,31250.0,,7808.0,0.0002375072,0.1,2.4594002 +82.0,78.82353,-0.030287141,1694.3522,510000.0,301.0,31875.0,,7968.0,0.0002372512,0.1,2.4426188 +90.0,79.03846,-0.02958591,1699.3464,520000.0,306.0,32500.0,,8096.0,0.0002370464,0.1,2.4717808 +92.0,79.28302,-0.030258123,1704.18,530000.0,311.0,33125.0,,8256.0,0.0002367904,0.1,2.4784083 +96.0,79.59259,-0.031367797,1703.47,540000.0,317.0,33750.0,,8416.0,0.0002365344,0.1,2.4455545 +90.0,79.781815,-0.032874115,1702.7864,550000.0,323.0,34375.0,,8576.0,0.0002362784,0.1,2.4398987 +102.0,80.17857,-0.030230781,1696.9697,560000.0,330.0,35000.0,,8736.0,0.0002360224,0.1,2.5135226 +80.0,80.17544,-0.03482075,1701.4926,570000.0,335.0,35625.0,,8896.0,0.0002357664,0.1,2.4631596 +78.0,80.13793,-0.032798402,1700.8798,580000.0,341.0,36250.0,,9056.0,0.0002355104,0.1,2.4796774 +80.0,80.13559,-0.031904504,1700.2882,590000.0,347.0,36875.0,,9216.0,0.0002352544,0.1,2.5279322 +76.0,80.066666,-0.03850862,1704.5454,600000.0,352.0,37500.0,,9344.0,0.0002350496,0.1,2.4640553 +70.0,79.90164,-0.04041922,1703.9106,610000.0,358.0,38125.0,,9504.0,0.0002347936,0.1,2.5305843 +62.0,79.6129,-0.030906592,1703.2968,620000.0,364.0,38750.0,,9664.0,0.0002345376,0.1,2.4176111 +74.0,79.52381,-0.03105542,1702.7028,630000.0,370.0,39375.0,,9824.0,0.0002342816,0.1,2.424556 +64.0,79.28125,-0.036126196,1702.1277,640000.0,376.0,40000.0,,9984.0,0.0002340256,0.1,2.4107528 +74.0,79.2,-0.028645633,1701.5707,650000.0,382.0,40625.0,,10144.0,0.0002337696,0.1,2.4370599 +84.0,79.27273,-0.029074399,1705.4264,660000.0,387.0,41250.0,,10304.0,0.0002335136,0.1,2.420967 +78.0,79.25373,-0.03968202,1704.8346,670000.0,393.0,41875.0,,10464.0,0.0002332576,0.1,2.5071185 +64.0,79.02941,-0.027830102,1704.2606,680000.0,399.0,42500.0,,10624.0,0.0002330016,0.1,2.3796751 +72.0,78.927536,-0.029588502,1707.9208,690000.0,404.0,43125.0,,10752.0,0.0002327968,0.1,2.4278414 +86.0,79.02857,-0.038716987,1711.4915,700000.0,409.0,43750.0,,10912.0,0.0002325408,0.1,2.37187 +92.0,79.211266,-0.03584059,1710.8434,710000.0,415.0,44375.0,,11072.0,0.0002322848,0.1,2.307074 +94.0,79.416664,-0.03848707,1710.2137,720000.0,421.0,45000.0,,11232.0,0.0002320288,0.1,2.4283218 +110.0,79.83562,-0.030074894,1709.6019,730000.0,427.0,45625.0,,11392.0,0.0002317728,0.1,2.35503 +108.0,80.21622,-0.032437976,1712.963,740000.0,432.0,46250.0,,11552.0,0.0002315168,0.1,2.3219345 +112.0,80.64,-0.028502924,1712.3287,750000.0,438.0,46875.0,,11712.0,0.0002312608,0.1,2.2944083 +104.0,80.947365,-0.027455198,1707.8651,760000.0,445.0,47500.0,,11872.0,0.0002310048,0.1,2.288743 +110.0,81.32468,-0.025483645,1711.1111,770000.0,450.0,48125.0,,12000.0,0.0002308,0.1,2.2869747 +112.0,81.71795,-0.033505157,1710.5264,780000.0,456.0,48750.0,,12160.0,0.000230544,0.1,2.2564697 +108.0,82.05064,-0.029788662,1713.6659,790000.0,461.0,49375.0,,12320.0,0.000230288,0.1,2.3183494 +116.0,82.475,-0.029308114,1713.0621,800000.0,467.0,50000.0,,12480.0,0.000230032,0.1,2.2342887 +108.0,82.79012,-0.028884174,1716.1017,810000.0,472.0,50625.0,,12640.0,0.000229776,0.1,2.212024 +104.0,83.04878,-0.027691288,1715.4812,820000.0,478.0,51250.0,,12800.0,0.00022952,0.1,2.2820468 +120.0,83.49397,-0.036549203,1714.876,830000.0,484.0,51875.0,,12960.0,0.000229264,0.1,2.2576203 +106.0,83.7619,-0.028600954,1717.7914,840000.0,489.0,52500.0,,13120.0,0.000229008,0.1,2.1635132 +104.0,84.0,-0.027484018,1717.1718,850000.0,495.0,53125.0,,13280.0,0.000228752,0.1,2.1409159 +112.0,84.325584,-0.026030067,1723.4469,860000.0,499.0,53750.0,,13408.0,0.0002285472,0.1,2.1874843 +104.0,84.55173,-0.027415914,1722.7722,870000.0,505.0,54375.0,,13568.0,0.0002282912,0.1,2.1336179 +94.0,84.65909,-0.027970897,1722.1135,880000.0,511.0,55000.0,,13728.0,0.0002280352,0.1,2.1443987 +110.0,84.94382,-0.030604428,1721.47,890000.0,517.0,55625.0,,13888.0,0.0002277792,0.1,2.2338364 +112.0,85.244446,-0.03260329,1717.5573,900000.0,524.0,56250.0,,14048.0,0.0002275232,0.1,2.1561453 +104.0,85.45055,-0.026762173,1716.9811,910000.0,530.0,56875.0,,14208.0,0.0002272672,0.1,2.0572736 +90.0,85.5,-0.036291804,1716.418,920000.0,536.0,57500.0,,14368.0,0.0002270112,0.1,2.153667 +80.0,85.44086,-0.028042907,1715.8672,930000.0,542.0,58125.0,,14528.0,0.0002267552,0.1,2.247654 +72.0,85.297874,-0.030809252,1718.4644,940000.0,547.0,58750.0,,14656.0,0.0002265504,0.1,2.1557922 +72.0,85.1579,-0.028954474,1714.8014,950000.0,554.0,59375.0,,14816.0,0.0002262944,0.1,2.1909885 +72.0,85.020836,-0.026697058,1714.2858,960000.0,560.0,60000.0,,14976.0,0.0002260384,0.1,2.219224 +78.0,84.948456,-0.028544188,1716.8142,970000.0,565.0,60625.0,,15136.0,0.0002257824,0.1,2.2222753 +98.0,85.081635,-0.027910594,1716.2872,980000.0,571.0,61250.0,,15296.0,0.0002255264,0.1,2.204687 +98.0,85.21212,-0.02824932,1715.7712,990000.0,577.0,61875.0,,15456.0,0.0002252704,0.1,2.3107715 +96.0,85.32,-0.030167079,1718.213,1000000.0,582.0,62500.0,,15616.0,0.0002250144,0.1,2.2454474 +92.0,85.84,-0.025618223,1717.6871,1010000.0,588.0,63125.0,,15776.0,0.0002247584,0.1,2.0698695 +90.0,86.19,-0.03669854,1720.0675,1020000.0,593.0,63750.0,,15936.0,0.0002245024,0.1,2.2343628 +76.0,86.45,-0.03000052,1719.5326,1030000.0,599.0,64375.0,,16064.0,0.0002242976,0.1,2.2609415 +64.0,86.64,-0.030446704,1719.0083,1040000.0,605.0,65000.0,,16224.0,0.0002240416,0.1,2.2551339 +54.0,86.66,-0.03137618,1718.4943,1050000.0,611.0,65625.0,,16384.0,0.0002237856,0.1,2.2894187 +42.0,86.68,-0.028581046,1717.9902,1060000.0,617.0,66250.0,,16544.0,0.0002235296,0.1,2.1872675 +44.0,86.76,-0.03074844,1717.496,1070000.0,623.0,66875.0,,16704.0,0.0002232736,0.1,2.2289824 +38.0,86.7,-0.028863126,1719.7452,1080000.0,628.0,67500.0,,16864.0,0.0002230176,0.1,2.2747753 +50.0,86.66,-0.040427625,1721.959,1090000.0,633.0,68125.0,,17024.0,0.0002227616,0.1,2.1286464 +58.0,86.64,-0.03056093,1718.75,1100000.0,640.0,68750.0,,17184.0,0.0002225056,0.1,2.2435327 +74.0,86.68,-0.041470863,1720.9302,1110000.0,645.0,69375.0,,17312.0,0.0002223008,0.1,2.3039463 +76.0,86.68,-0.041119218,1720.43,1120000.0,651.0,70000.0,,17472.0,0.0002220448,0.1,2.2918062 +80.0,86.66,-0.03837403,1722.561,1130000.0,656.0,70625.0,,17632.0,0.0002217888,0.1,2.210363 +74.0,86.6,-0.033116218,1724.6595,1140000.0,661.0,71250.0,,17792.0,0.0002215328,0.1,2.2344398 +70.0,86.58,-0.040055495,1724.138,1150000.0,667.0,71875.0,,17952.0,0.0002212768,0.1,2.3618956 +58.0,86.5,-0.03222686,1726.1904,1160000.0,672.0,72500.0,,18112.0,0.0002210208,0.1,2.3323624 +46.0,86.36,-0.03320651,1725.6637,1170000.0,678.0,73125.0,,18272.0,0.0002207648,0.1,2.383691 +44.0,86.26,-0.034321323,1725.1462,1180000.0,684.0,73750.0,,18432.0,0.0002205088,0.1,2.3456647 +46.0,86.18,-0.029039351,1727.1407,1190000.0,689.0,74375.0,,18592.0,0.0002202528,0.1,2.316476 +44.0,86.04,-0.03985747,1726.6187,1200000.0,695.0,75000.0,,18720.0,0.000220048,0.1,2.2624662 +44.0,85.96,-0.03123551,1726.1056,1210000.0,701.0,75625.0,,18880.0,0.000219792,0.1,2.2944853 +62.0,86.04,-0.037418105,1728.0453,1220000.0,706.0,76250.0,,19040.0,0.000219536,0.1,2.16931 +72.0,86.14,-0.029763352,1727.5281,1230000.0,712.0,76875.0,,19200.0,0.00021928,0.1,2.1701956 +90.0,86.42,-0.030007055,1729.4282,1240000.0,717.0,77500.0,,19360.0,0.000219024,0.1,2.1490886 +84.0,86.64,-0.029053759,1728.9073,1250000.0,723.0,78125.0,,19520.0,0.000218768,0.1,2.1486835 +82.0,86.76,-0.026317865,1728.395,1260000.0,729.0,78750.0,,19680.0,0.000218512,0.1,2.0861063 +72.0,86.58,-0.027910719,1725.5435,1270000.0,736.0,79375.0,,19840.0,0.000218256,0.1,2.1635559 +66.0,86.38,-0.028214583,1727.3954,1280000.0,741.0,80000.0,,20000.0,0.000218,0.1,2.2277389 +54.0,85.96,-0.029286046,1726.9076,1290000.0,747.0,80625.0,,20128.0,0.0002177952,0.1,2.1863158 +62.0,85.6,-0.027038978,1726.4276,1300000.0,753.0,81250.0,,20288.0,0.0002175392,0.1,2.0839365 +66.0,85.48,-0.026912106,1725.9552,1310000.0,759.0,81875.0,,20448.0,0.0002172832,0.1,2.021122 +68.0,85.24,-0.03705651,1725.4902,1320000.0,765.0,82500.0,,20608.0,0.0002170272,0.1,2.2572975 +70.0,85.08,-0.027071917,1725.0325,1330000.0,771.0,83125.0,,20768.0,0.0002167712,0.1,2.2063844 +74.0,84.98,-0.026689705,1726.8041,1340000.0,776.0,83750.0,,20928.0,0.0002165152,0.1,2.1627364 +74.0,84.82,-0.03219388,1726.3427,1350000.0,782.0,84375.0,,21088.0,0.0002162592,0.1,2.1789522 +74.0,84.66,-0.028151823,1725.8883,1360000.0,788.0,85000.0,,21248.0,0.0002160032,0.1,2.2963378 +76.0,84.46,-0.029891402,1727.6167,1370000.0,793.0,85625.0,,21376.0,0.0002157984,0.1,2.2619205 +80.0,84.26,-0.029826127,1729.3234,1380000.0,798.0,86250.0,,21536.0,0.0002155424,0.1,2.2115622 +86.0,84.08,-0.02775875,1728.8557,1390000.0,804.0,86875.0,,21696.0,0.0002152864,0.1,2.243864 +92.0,83.94,-0.030050652,1730.5315,1400000.0,809.0,87500.0,,21856.0,0.0002150304,0.1,2.1403341 +88.0,83.82,-0.028466165,1727.9412,1410000.0,816.0,88125.0,,22016.0,0.0002147744,0.1,2.0978189 +90.0,83.58,-0.025693286,1729.598,1420000.0,821.0,88750.0,,22176.0,0.0002145184,0.1,1.9834166 +98.0,83.42,-0.027454175,1729.1415,1430000.0,827.0,89375.0,,22336.0,0.0002142624,0.1,1.9827869 +92.0,83.08,-0.025082178,1730.7693,1440000.0,832.0,90000.0,,22496.0,0.0002140064,0.1,1.9641844 +108.0,82.8,-0.038003072,1730.3103,1450000.0,838.0,90625.0,,22656.0,0.0002137504,0.1,2.2059093 +102.0,82.64,-0.03648764,1731.9098,1460000.0,843.0,91250.0,,22784.0,0.0002135456,0.1,2.265478 +112.0,82.6,-0.027511206,1733.4906,1470000.0,848.0,91875.0,,22944.0,0.0002132896,0.1,2.2250926 +106.0,82.62,-0.02662843,1733.0211,1480000.0,854.0,92500.0,,23104.0,0.0002130336,0.1,2.0670156 +100.0,82.62,-0.028072555,1732.5581,1490000.0,860.0,93125.0,,23264.0,0.0002127776,0.1,2.068221 +94.0,82.52,-0.030355815,1734.104,1500000.0,865.0,93750.0,,23424.0,0.0002125216,0.1,2.1704512 +94.0,82.64,-0.029263644,1733.6395,1510000.0,871.0,94375.0,,23584.0,0.0002122656,0.1,2.1568394 +92.0,82.66,-0.02927674,1733.1813,1520000.0,877.0,95000.0,,23744.0,0.0002120096,0.1,2.2651155 +86.0,82.6,-0.029612787,1732.7294,1530000.0,883.0,95625.0,,23904.0,0.0002117536,0.1,2.0683599 +100.0,82.64,-0.0282569,1734.2343,1540000.0,888.0,96250.0,,24032.0,0.0002115488,0.1,2.1431112 +96.0,82.7,-0.039727144,1733.7808,1550000.0,894.0,96875.0,,24192.0,0.0002112928,0.1,2.0585222 +98.0,82.66,-0.027332079,1733.3334,1560000.0,900.0,97500.0,,24352.0,0.0002110368,0.1,2.082281 +94.0,82.8,-0.02906196,1734.8066,1570000.0,905.0,98125.0,,24512.0,0.0002107808,0.1,2.1954198 +100.0,83.02,-0.029130455,1734.3578,1580000.0,911.0,98750.0,,24672.0,0.0002105248,0.1,2.1416867 +96.0,83.18,-0.028465545,1735.8079,1590000.0,916.0,99375.0,,24832.0,0.0002102688,0.1,2.092204 +92.0,83.34,-0.037763346,1735.3579,1600000.0,922.0,100000.0,,24992.0,0.0002100128,0.1,2.003717 +102.0,83.66,-0.028472262,1734.9138,1610000.0,928.0,100625.0,,25152.0,0.0002097568,0.1,2.0302725 +100.0,84.04,-0.03496476,1736.3344,1620000.0,933.0,101250.0,,25312.0,0.0002095008,0.1,2.3442183 +94.0,84.24,-0.044131696,1737.7399,1630000.0,938.0,101875.0,,25440.0,0.000209296,0.1,2.2097144 +98.0,84.58,-0.03280964,1737.2881,1640000.0,944.0,102500.0,,25600.0,0.00020904,0.1,2.1576555 +94.0,84.78,-0.043543167,1736.8422,1650000.0,950.0,103125.0,,25760.0,0.000208784,0.1,2.3453696 +86.0,84.8,-0.036547452,1736.4017,1660000.0,956.0,103750.0,,25920.0,0.000208528,0.1,2.3382916 +78.0,84.8,-0.03978651,1737.7732,1670000.0,961.0,104375.0,,26080.0,0.000208272,0.1,2.2083683 +78.0,84.94,-0.030942181,1737.3319,1680000.0,967.0,105000.0,,26240.0,0.000208016,0.1,2.2787757 +74.0,84.96,-0.043323845,1736.8962,1690000.0,973.0,105625.0,,26400.0,0.00020776,0.1,2.2884605 +54.0,84.64,-0.033585817,1736.4658,1700000.0,979.0,106250.0,,26560.0,0.000207504,0.1,2.3069198 +48.0,84.2,-0.042884346,1737.8049,1710000.0,984.0,106875.0,,26688.0,0.0002072992,0.1,2.2662752 +44.0,83.7,-0.043804932,1737.3738,1720000.0,990.0,107500.0,,26848.0,0.0002070432,0.1,2.2512658 +24.0,82.84,-0.029982666,1736.9478,1730000.0,996.0,108125.0,,27008.0,0.0002067872,0.1,2.2573864 +30.0,82.06,-0.042134304,1736.527,1740000.0,1002.0,108750.0,,27168.0,0.0002065312,0.1,2.1964595 +30.0,81.24,-0.029668117,1736.1111,1750000.0,1008.0,109375.0,,27328.0,0.0002062752,0.1,2.2839208 +38.0,80.58,-0.043948807,1737.4136,1760000.0,1013.0,110000.0,,27488.0,0.0002060192,0.1,2.2870677 +48.0,79.96,-0.033888742,1736.9971,1770000.0,1019.0,110625.0,,27648.0,0.0002057632,0.1,2.3405428 +66.0,79.5,-0.03657632,1738.2812,1780000.0,1024.0,111250.0,,27808.0,0.0002055072,0.1,2.3295562 +84.0,79.26,-0.035734497,1737.8641,1790000.0,1030.0,111875.0,,27968.0,0.0002052512,0.1,2.3831882 +100.0,79.1,-0.031603213,1739.1305,1800000.0,1035.0,112500.0,,28096.0,0.0002050464,0.1,2.3587353 +130.0,79.32,-0.035417527,1737.0442,1810000.0,1042.0,113125.0,,28256.0,0.0002047904,0.1,2.315576 +156.0,79.84,-0.036939032,1738.2999,1820000.0,1047.0,113750.0,,28416.0,0.0002045344,0.1,2.3425553 +182.0,80.46,-0.033568226,1737.8917,1830000.0,1053.0,114375.0,,28576.0,0.0002042784,0.1,2.3022811 +236.0,81.76,-0.037968643,1739.1305,1840000.0,1058.0,115000.0,,28736.0,0.0002040224,0.1,2.3853803 +278.0,83.5,-0.03558796,1738.7218,1850000.0,1064.0,115625.0,,28896.0,0.0002037664,0.1,2.378367 +338.0,85.76,-0.038690086,1739.9438,1860000.0,1069.0,116250.0,,29056.0,0.0002035104,0.1,2.2932205 +372.0,88.44,-0.037479196,1739.5349,1870000.0,1075.0,116875.0,,29216.0,0.0002032544,0.1,2.2849984 +436.0,91.86,-0.037525415,1740.7407,1880000.0,1080.0,117500.0,,29344.0,0.0002030496,0.1,2.3167157 +480.0,95.56,-0.037448503,1740.3315,1890000.0,1086.0,118125.0,,29504.0,0.0002027936,0.1,2.2707374 +512.0,99.56,-0.03510965,1739.9268,1900000.0,1092.0,118750.0,,29664.0,0.0002025376,0.1,2.0942423 +552.0,104.04,-0.035975344,1739.5264,1910000.0,1098.0,119375.0,,29824.0,0.0002022816,0.1,2.107531 +556.0,108.7,-0.035233267,1739.1305,1920000.0,1104.0,120000.0,,29984.0,0.0002020256,0.1,2.238139 +580.0,113.7,-0.03401486,1738.7388,1930000.0,1110.0,120625.0,,30144.0,0.0002017696,0.1,2.1782756 +574.0,118.72,-0.036906004,1739.9103,1940000.0,1115.0,121250.0,,30304.0,0.0002015136,0.1,2.133645 +562.0,123.62,-0.037633277,1739.5183,1950000.0,1121.0,121875.0,,30464.0,0.0002012576,0.1,1.9011647 +562.0,128.52,-0.033298075,1740.6749,1960000.0,1126.0,122500.0,,30624.0,0.0002010016,0.1,2.010881 +566.0,133.4,-0.03494691,1741.8214,1970000.0,1131.0,123125.0,,30752.0,0.0002007968,0.1,2.008235 +582.0,138.24,-0.032995798,1741.4248,1980000.0,1137.0,123750.0,,30912.0,0.0002005408,0.1,1.9982176 +590.0,143.16,-0.032211013,1742.5569,1990000.0,1142.0,124375.0,,31072.0,0.0002002848,0.1,1.9802285 +622.0,148.42,-0.034691352,1742.1603,2000000.0,1148.0,125000.0,,31232.0,0.0002000288,0.1,2.0324636 +646.0,153.96,-0.038018517,1741.7678,2010000.0,1154.0,125625.0,,31392.0,0.0001997728,0.1,2.08564 +660.0,159.66,-0.035665333,1741.3793,2020000.0,1160.0,126250.0,,31552.0,0.0001995168,0.1,1.9885051 +676.0,165.66,-0.03523686,1740.9949,2030000.0,1166.0,126875.0,,31712.0,0.0001992608,0.1,2.033091 +686.0,171.88,-0.03452359,1742.1007,2040000.0,1171.0,127500.0,,31872.0,0.0001990048,0.1,2.0189042 +684.0,178.18,-0.033165317,1741.7162,2050000.0,1177.0,128125.0,,32000.0,0.0001988,0.1,1.8915204 +702.0,184.78,-0.031051341,1741.3356,2060000.0,1183.0,128750.0,,32160.0,0.000198544,0.1,1.9198976 +716.0,191.5,-0.034587983,1742.4242,2070000.0,1188.0,129375.0,,32320.0,0.000198288,0.1,1.9783726 +730.0,198.42,-0.03457154,1743.5038,2080000.0,1193.0,130000.0,,32480.0,0.000198032,0.1,1.9483774 +746.0,205.38,-0.035605855,1743.1193,2090000.0,1199.0,130625.0,,32640.0,0.000197776,0.1,2.0745907 +762.0,212.42,-0.033476513,1742.7386,2100000.0,1205.0,131250.0,,32800.0,0.00019752,0.1,1.8733795 +776.0,219.44,-0.03422889,1743.8016,2110000.0,1210.0,131875.0,,32960.0,0.000197264,0.1,1.8989656 +788.0,226.56,-0.033625312,1743.421,2120000.0,1216.0,132500.0,,33120.0,0.000197008,0.1,1.8828257 +790.0,233.66,-0.03257832,1743.0442,2130000.0,1222.0,133125.0,,33280.0,0.000196752,0.1,1.9326456 +828.0,241.2,-0.034366608,1744.0913,2140000.0,1227.0,133750.0,,33408.0,0.0001965472,0.1,1.9051023 +830.0,248.8,-0.0349652,1745.1299,2150000.0,1232.0,134375.0,,33568.0,0.0001962912,0.1,1.9932824 +878.0,257.0,-0.032529436,1744.7496,2160000.0,1238.0,135000.0,,33728.0,0.0001960352,0.1,2.0080168 +928.0,265.82,-0.03402537,1744.373,2170000.0,1244.0,135625.0,,33888.0,0.0001957792,0.1,2.0914028 +960.0,274.98,-0.03429709,1744.0,2180000.0,1250.0,136250.0,,34048.0,0.0001955232,0.1,1.9823515 +1008.0,284.6,-0.032516714,1743.6306,2190000.0,1256.0,136875.0,,34208.0,0.0001952672,0.1,1.8846688 +986.0,294.02,-0.03431817,1744.6471,2200000.0,1261.0,137500.0,,34368.0,0.0001950112,0.1,2.0406525 +1018.0,303.76,-0.03346301,1744.2778,2210000.0,1267.0,138125.0,,34528.0,0.0001947552,0.1,1.9036362 +994.0,313.08,-0.03318381,1743.912,2220000.0,1273.0,138750.0,,34656.0,0.0001945504,0.1,1.9092513 +990.0,322.26,-0.030601902,1744.914,2230000.0,1278.0,139375.0,,34816.0,0.0001942944,0.1,2.0437145 +984.0,331.2,-0.030854482,1744.5483,2240000.0,1284.0,140000.0,,34976.0,0.0001940384,0.1,1.9339839 +978.0,340.14,-0.035167724,1744.186,2250000.0,1290.0,140625.0,,35136.0,0.0001937824,0.1,1.9398319 +990.0,349.22,-0.033285238,1743.8271,2260000.0,1296.0,141250.0,,35296.0,0.0001935264,0.1,1.9771678 +1042.0,358.92,-0.034011874,1743.4716,2270000.0,1302.0,141875.0,,35456.0,0.0001932704,0.1,2.0004354 +1054.0,368.8,-0.032412887,1743.1193,2280000.0,1308.0,142500.0,,35616.0,0.0001930144,0.1,1.8684659 +1114.0,379.4,-0.030115223,1742.7701,2290000.0,1314.0,143125.0,,35776.0,0.0001927584,0.1,1.8516084 +1144.0,390.22,-0.02756919,1743.7452,2300000.0,1319.0,143750.0,,35936.0,0.0001925024,0.1,1.8788289 +1164.0,401.2,-0.028777152,1744.713,2310000.0,1324.0,144375.0,,36064.0,0.0001922976,0.1,1.7990737 +1238.0,412.9,-0.03141347,1744.361,2320000.0,1330.0,145000.0,,36224.0,0.0001920416,0.1,1.810981 +1306.0,425.26,-0.02925234,1745.3184,2330000.0,1335.0,145625.0,,36384.0,0.0001917856,0.1,1.8763609 +1396.0,438.48,-0.03187863,1744.9664,2340000.0,1341.0,146250.0,,36544.0,0.0001915296,0.1,1.7478335 +1494.0,452.68,-0.029720388,1744.6177,2350000.0,1347.0,146875.0,,36704.0,0.0001912736,0.1,1.854329 +1532.0,467.26,-0.03356759,1744.272,2360000.0,1353.0,147500.0,,36864.0,0.0001910176,0.1,1.8601589 +1618.0,482.68,-0.030535096,1745.2135,2370000.0,1358.0,148125.0,,37024.0,0.0001907616,0.1,1.7371465 +1708.0,498.96,-0.030494334,1746.1482,2380000.0,1363.0,148750.0,,37184.0,0.0001905056,0.1,1.8773612 +1788.0,515.98,-0.03259176,1745.7998,2390000.0,1369.0,149375.0,,37312.0,0.0001903008,0.1,1.8444316 +1854.0,533.6,-0.031060278,1746.7249,2400000.0,1374.0,150000.0,,37472.0,0.0001900448,0.1,1.8406246 +1898.0,551.7,-0.03164834,1746.3768,2410000.0,1380.0,150625.0,,37632.0,0.0001897888,0.1,1.8831799 +1964.0,570.44,-0.029790072,1747.2924,2420000.0,1385.0,151250.0,,37792.0,0.0001895328,0.1,1.8221445 +1964.0,589.1,-0.030742092,1746.9447,2430000.0,1391.0,151875.0,,37952.0,0.0001892768,0.1,1.7438498 +2014.0,608.32,-0.028020961,1746.5999,2440000.0,1397.0,152500.0,,38112.0,0.0001890208,0.1,1.7664566 +1998.0,627.22,-0.026286777,1746.258,2450000.0,1403.0,153125.0,,38272.0,0.0001887648,0.1,1.8145813 +2076.0,646.96,-0.028191876,1747.159,2460000.0,1408.0,153750.0,,38432.0,0.0001885088,0.1,1.8481922 +2062.0,666.46,-0.028499763,1746.8175,2470000.0,1414.0,154375.0,,38592.0,0.0001882528,0.1,1.8646486 +2110.0,686.5,-0.027067214,1747.7096,2480000.0,1419.0,155000.0,,38720.0,0.000188048,0.1,1.8046119 +2116.0,706.66,-0.03228547,1748.5955,2490000.0,1424.0,155625.0,,38880.0,0.000187792,0.1,1.7556212 +2210.0,727.82,-0.030449472,1748.2517,2500000.0,1430.0,156250.0,,39040.0,0.000187536,0.1,1.8715799 +2326.0,750.14,-0.03099947,1747.9109,2510000.0,1436.0,156875.0,,39200.0,0.00018728,0.1,1.7506253 +2356.0,772.78,-0.027032861,1747.5729,2520000.0,1442.0,157500.0,,39360.0,0.000187024,0.1,1.84224 +2440.0,796.32,-0.02967019,1747.2375,2530000.0,1448.0,158125.0,,39520.0,0.000186768,0.1,1.7980917 +2524.0,820.56,-0.028196828,1746.905,2540000.0,1454.0,158750.0,,39680.0,0.000186512,0.1,1.8003699 +2644.0,846.04,-0.03012482,1746.5753,2550000.0,1460.0,159375.0,,39840.0,0.000186256,0.1,1.740298 +2762.0,872.68,-0.028802706,1747.4403,2560000.0,1465.0,160000.0,,40000.0,0.000186,0.1,1.7553632 +2850.0,900.24,-0.02502171,1748.2993,2570000.0,1470.0,160625.0,,40128.0,0.0001857952,0.1,1.7349343 +2942.0,928.66,-0.023073638,1747.9675,2580000.0,1476.0,161250.0,,40288.0,0.0001855392,0.1,1.6762614 +3094.0,958.64,-0.026850378,1747.6383,2590000.0,1482.0,161875.0,,40448.0,0.0001852832,0.1,1.8205638 +3156.0,989.28,-0.026671782,1748.4869,2600000.0,1487.0,162500.0,,40608.0,0.0001850272,0.1,1.717588 +3368.0,1021.94,-0.022942726,1748.1581,2610000.0,1493.0,163125.0,,40768.0,0.0001847712,0.1,1.7044303 +3516.0,1056.1,-0.025645852,1748.9987,2620000.0,1498.0,163750.0,,40928.0,0.0001845152,0.1,1.6720669 +3634.0,1091.5,-0.027274864,1748.6702,2630000.0,1504.0,164375.0,,41088.0,0.0001842592,0.1,1.7482327 +3838.0,1128.9,-0.025079276,1748.3444,2640000.0,1510.0,165000.0,,41248.0,0.0001840032,0.1,1.6794646 +3934.0,1167.3,-0.023109643,1749.1749,2650000.0,1515.0,165625.0,,41376.0,0.0001837984,0.1,1.6940721 +3934.0,1205.78,-0.021403182,1748.8495,2660000.0,1521.0,166250.0,,41536.0,0.0001835424,0.1,1.6287348 +4114.0,1246.14,-0.023251975,1749.6724,2670000.0,1526.0,166875.0,,41696.0,0.0001832864,0.1,1.6932132 +4200.0,1287.36,-0.026542619,1749.3473,2680000.0,1532.0,167500.0,,41856.0,0.0001830304,0.1,1.6202116 +4410.0,1330.72,-0.023653895,1749.0247,2690000.0,1538.0,168125.0,,42016.0,0.0001827744,0.1,1.7440125 +4520.0,1375.38,-0.026665576,1748.7047,2700000.0,1544.0,168750.0,,42176.0,0.0001825184,0.1,1.8292987 +4590.0,1420.8,-0.026045775,1748.3871,2710000.0,1550.0,169375.0,,42336.0,0.0001822624,0.1,1.7680401 +4570.0,1466.06,-0.027192991,1748.072,2720000.0,1556.0,170000.0,,42496.0,0.0001820064,0.1,1.7943033 +4572.0,1511.54,-0.026324855,1748.8789,2730000.0,1561.0,170625.0,,42656.0,0.0001817504,0.1,1.6252403 +4712.0,1558.36,-0.02601382,1749.6807,2740000.0,1566.0,171250.0,,42784.0,0.0001815456,0.1,1.5660927 +4926.0,1607.32,-0.022855565,1749.3639,2750000.0,1572.0,171875.0,,42944.0,0.0001812896,0.1,1.7464845 +5116.0,1658.1,-0.02192622,1749.0494,2760000.0,1578.0,172500.0,,43104.0,0.0001810336,0.1,1.6828613 +5112.0,1708.74,-0.02489722,1749.842,2770000.0,1583.0,173125.0,,43264.0,0.0001807776,0.1,1.6641009 +5192.0,1760.0,-0.026926693,1748.4276,2780000.0,1590.0,173750.0,,43424.0,0.0001805216,0.1,1.7697117 +5218.0,1811.34,-0.025459852,1748.1204,2790000.0,1596.0,174375.0,,43584.0,0.0001802656,0.1,1.7103992 +5178.0,1862.12,-0.02373117,1748.907,2800000.0,1601.0,175000.0,,43744.0,0.0001800096,0.1,1.709347 +5148.0,1912.3,-0.026338642,1748.5999,2810000.0,1607.0,175625.0,,43904.0,0.0001797536,0.1,1.5455766 +5184.0,1962.58,-0.02374041,1749.3796,2820000.0,1612.0,176250.0,,44032.0,0.0001795488,0.1,1.4809506 +5208.0,2012.84,-0.025114482,1749.0729,2830000.0,1618.0,176875.0,,44192.0,0.0001792928,0.1,1.6888349 +5164.0,2062.12,-0.025599161,1748.7684,2840000.0,1624.0,177500.0,,44352.0,0.0001790368,0.1,1.6936396 +5192.0,2111.26,-0.024365827,1748.4663,2850000.0,1630.0,178125.0,,44512.0,0.0001787808,0.1,1.5264919 +5186.0,2159.74,-0.022845656,1749.2355,2860000.0,1635.0,178750.0,,44672.0,0.0001785248,0.1,1.7002972 +5202.0,2208.04,-0.02455925,1748.9336,2870000.0,1641.0,179375.0,,44832.0,0.0001782688,0.1,1.5862917 +5162.0,2255.3,-0.021766083,1749.6963,2880000.0,1646.0,180000.0,,44992.0,0.0001780128,0.1,1.6130352 +5098.0,2301.48,-0.02663189,1749.3947,2890000.0,1652.0,180625.0,,45152.0,0.0001777568,0.1,1.5906438 +5128.0,2347.64,-0.026456278,1749.0953,2900000.0,1658.0,181250.0,,45312.0,0.0001775008,0.1,1.6568433 +5098.0,2393.1,-0.019904459,1749.8496,2910000.0,1663.0,181875.0,,45440.0,0.000177296,0.1,1.6138667 +5006.0,2437.6,-0.024765637,1750.5995,2920000.0,1668.0,182500.0,,45600.0,0.00017704,0.1,1.5906253 +4972.0,2481.52,-0.023681343,1750.2987,2930000.0,1674.0,183125.0,,45760.0,0.000176784,0.1,1.6735156 +5004.0,2525.82,-0.019908018,1751.0422,2940000.0,1679.0,183750.0,,45920.0,0.000176528,0.1,1.5243804 +5158.0,2571.78,-0.020435834,1750.7418,2950000.0,1685.0,184375.0,,46080.0,0.000176272,0.1,1.5399802 +5192.0,2618.08,-0.022869445,1751.4792,2960000.0,1690.0,185000.0,,46240.0,0.000176016,0.1,1.6298573 +5152.0,2663.94,-0.020979594,1751.1792,2970000.0,1696.0,185625.0,,46400.0,0.00017576,0.1,1.4747471 +5296.0,2711.08,-0.020319711,1751.9106,2980000.0,1701.0,186250.0,,46560.0,0.000175504,0.1,1.5102911 +5296.0,2758.14,-0.02152441,1752.6377,2990000.0,1706.0,186875.0,,46688.0,0.0001752992,0.1,1.4095004 +5498.0,2806.9,-0.022098297,1752.3364,3000000.0,1712.0,187500.0,,46848.0,0.0001750432,0.1,1.580886 +5570.0,2856.14,-0.022110201,1752.0372,3010000.0,1718.0,188125.0,,47008.0,0.0001747872,0.1,1.3882167 +5609.0,2905.63,-0.022349732,1752.7568,3020000.0,1723.0,188750.0,,47168.0,0.0001745312,0.1,1.5138773 +5669.0,2955.56,-0.019435994,1752.458,3030000.0,1729.0,189375.0,,47328.0,0.0001742752,0.1,1.4755528 +5791.0,3006.61,-0.01897463,1752.1614,3040000.0,1735.0,190000.0,,47488.0,0.0001740192,0.1,1.4359224 +5919.0,3058.96,-0.014163843,1752.8735,3050000.0,1740.0,190625.0,,47648.0,0.0001737632,0.1,1.5757611 +5961.0,3111.55,-0.019926047,1752.5773,3060000.0,1746.0,191250.0,,47808.0,0.0001735072,0.1,1.48016 +6195.0,3166.34,-0.019629335,1752.2831,3070000.0,1752.0,191875.0,,47968.0,0.0001732512,0.1,1.468912 +6277.0,3221.81,-0.019509535,1752.988,3080000.0,1757.0,192500.0,,48096.0,0.0001730464,0.1,1.4910638 +6243.0,3276.78,-0.02155277,1752.6942,3090000.0,1763.0,193125.0,,48256.0,0.0001727904,0.1,1.408313 +6455.0,3333.71,-0.023835013,1753.3937,3100000.0,1768.0,193750.0,,48416.0,0.0001725344,0.1,1.464277 +6555.0,3391.5,-0.01901616,1753.1003,3110000.0,1774.0,194375.0,,48576.0,0.0001722784,0.1,1.4366047 +6833.0,3451.95,-0.02114603,1753.7943,3120000.0,1779.0,195000.0,,48736.0,0.0001720224,0.1,1.4521973 +6885.0,3512.9,-0.018261237,1753.5013,3130000.0,1785.0,195625.0,,48896.0,0.0001717664,0.1,1.4313222 +6987.0,3574.49,-0.019114759,1754.19,3140000.0,1790.0,196250.0,,49056.0,0.0001715104,0.1,1.3975406 +6991.0,3636.1,-0.016384419,1753.8976,3150000.0,1796.0,196875.0,,49216.0,0.0001712544,0.1,1.4481237 +6969.0,3697.01,-0.021950893,1754.5808,3160000.0,1801.0,197500.0,,49344.0,0.0001710496,0.1,1.4606224 +7019.0,3757.92,-0.01944387,1754.2888,3170000.0,1807.0,198125.0,,49504.0,0.0001707936,0.1,1.3680065 +6927.0,3817.59,-0.018950952,1753.9989,3180000.0,1813.0,198750.0,,49664.0,0.0001705376,0.1,1.3915433 +6961.0,3877.12,-0.01820165,1754.6754,3190000.0,1818.0,199375.0,,49824.0,0.0001702816,0.1,1.5151892 +7015.0,3937.41,-0.02298924,1754.386,3200000.0,1824.0,200000.0,,49984.0,0.0001700256,0.1,1.5399474 +7001.0,3997.24,-0.015994798,1754.0984,3210000.0,1830.0,200625.0,,50144.0,0.0001697696,0.1,1.4966514 +7069.0,4057.99,-0.021285292,1753.8126,3220000.0,1836.0,201250.0,,50304.0,0.0001695136,0.1,1.5739503 +6981.0,4117.9,-0.021591753,1753.5288,3230000.0,1842.0,201875.0,,50464.0,0.0001692576,0.1,1.4969921 +6981.0,4177.87,-0.018473823,1754.196,3240000.0,1847.0,202500.0,,50624.0,0.0001690016,0.1,1.4203718 +7016.0,4238.25,-0.019595398,1753.9126,3250000.0,1853.0,203125.0,,50752.0,0.0001687968,0.1,1.5830485 +6866.0,4297.01,-0.019318549,1754.5748,3260000.0,1858.0,203750.0,,50912.0,0.0001685408,0.1,1.5883405 +6926.0,4355.85,-0.020771727,1754.2919,3270000.0,1864.0,204375.0,,51072.0,0.0001682848,0.1,1.5711129 +6890.0,4414.21,-0.022001736,1754.9492,3280000.0,1869.0,205000.0,,51232.0,0.0001680288,0.1,1.4894986 +6796.0,4471.03,-0.0220391,1754.6666,3290000.0,1875.0,205625.0,,51392.0,0.0001677728,0.1,1.5778837 +6790.0,4527.49,-0.020340003,1754.386,3300000.0,1881.0,206250.0,,51552.0,0.0001675168,0.1,1.4721122 +6817.0,4584.02,-0.017496763,1755.0371,3310000.0,1886.0,206875.0,,51712.0,0.0001672608,0.1,1.4525127 +6763.0,4639.27,-0.022028852,1754.7568,3320000.0,1892.0,207500.0,,51872.0,0.0001670048,0.1,1.3409667 +6763.0,4693.84,-0.015921064,1755.4033,3330000.0,1897.0,208125.0,,52000.0,0.0001668,0.1,1.2366719 +6825.0,4748.13,-0.01743193,1755.1235,3340000.0,1903.0,208750.0,,52160.0,0.000166544,0.1,1.4779665 +7023.0,4803.42,-0.021357547,1754.8455,3350000.0,1909.0,209375.0,,52320.0,0.000166288,0.1,1.5684897 +7209.0,4860.19,-0.018411426,1754.5692,3360000.0,1915.0,210000.0,,52480.0,0.000166032,0.1,1.5045457 +7129.0,4915.3,-0.015200136,1754.2947,3370000.0,1921.0,210625.0,,52640.0,0.000165776,0.1,1.3827083 +7089.0,4969.11,-0.015855502,1754.0219,3380000.0,1927.0,211250.0,,52800.0,0.00016552,0.1,1.3933642 +7217.0,5023.4,-0.01936823,1754.6583,3390000.0,1932.0,211875.0,,52960.0,0.000165264,0.1,1.4728401 +7281.0,5077.67,-0.019286713,1754.386,3400000.0,1938.0,212500.0,,53120.0,0.000165008,0.1,1.4057785 +7137.0,5130.06,-0.018938173,1754.1152,3410000.0,1944.0,213125.0,,53280.0,0.000164752,0.1,1.4477279 +7159.0,5182.01,-0.017912708,1754.746,3420000.0,1949.0,213750.0,,53408.0,0.0001645472,0.1,1.4353746 +7273.0,5235.1,-0.012546944,1754.4757,3430000.0,1955.0,214375.0,,53568.0,0.0001642912,0.1,1.348374 +7235.0,5287.31,-0.017150579,1755.102,3440000.0,1960.0,215000.0,,53728.0,0.0001640352,0.1,1.4732265 +7213.0,5339.46,-0.018543376,1754.8322,3450000.0,1966.0,215625.0,,53888.0,0.0001637792,0.1,1.516622 +7315.0,5391.85,-0.01516869,1754.5638,3460000.0,1972.0,216250.0,,54048.0,0.0001635232,0.1,1.3890946 +7353.0,5444.76,-0.016448569,1755.1846,3470000.0,1977.0,216875.0,,54208.0,0.0001632672,0.1,1.429812 +7337.0,5497.03,-0.017754648,1754.9167,3480000.0,1983.0,217500.0,,54368.0,0.0001630112,0.1,1.58693 +7551.0,5551.38,-0.0148028005,1754.6506,3490000.0,1989.0,218125.0,,54528.0,0.0001627552,0.1,1.4832022 +7555.0,5604.83,-0.019601835,1755.2657,3500000.0,1994.0,218750.0,,54656.0,0.0001625504,0.1,1.4365025 +7511.0,5656.68,-0.01907634,1755.0,3510000.0,2000.0,219375.0,,54816.0,0.0001622944,0.1,1.6076164 +7595.0,5709.07,-0.021303251,1754.7358,3520000.0,2006.0,220000.0,,54976.0,0.0001620384,0.1,1.4707 +7675.0,5761.42,-0.021125728,1754.4731,3530000.0,2012.0,220625.0,,55136.0,0.0001617824,0.1,1.4526463 +7763.0,5813.81,-0.019740688,1755.0818,3540000.0,2017.0,221250.0,,55296.0,0.0001615264,0.1,1.448314 +7830.0,5865.67,-0.020569704,1754.8196,3550000.0,2023.0,221875.0,,55456.0,0.0001612704,0.1,1.528959 +7786.0,5915.91,-0.021407032,1754.5588,3560000.0,2029.0,222500.0,,55616.0,0.0001610144,0.1,1.5187753 +7820.0,5965.61,-0.019269474,1755.1622,3570000.0,2034.0,223125.0,,55776.0,0.0001607584,0.1,1.4942055 +7856.0,6014.75,-0.01642667,1754.902,3580000.0,2040.0,223750.0,,55936.0,0.0001605024,0.1,1.5364854 +7760.0,6061.41,-0.018533848,1755.5012,3590000.0,2045.0,224375.0,,56064.0,0.0001602976,0.1,1.3532151 +7808.0,6107.93,-0.02041151,1754.386,3600000.0,2052.0,225000.0,,56224.0,0.0001600416,0.1,1.4506607 +7944.0,6153.69,-0.020631395,1754.1302,3610000.0,2058.0,225625.0,,56384.0,0.0001597856,0.1,1.5081861 +7922.0,6197.75,-0.022211371,1754.7261,3620000.0,2063.0,226250.0,,56544.0,0.0001595296,0.1,1.5509486 +7964.0,6241.05,-0.023437835,1754.4707,3630000.0,2069.0,226875.0,,56704.0,0.0001592736,0.1,1.6547081 +7944.0,6282.11,-0.022072028,1755.0626,3640000.0,2074.0,227500.0,,56864.0,0.0001590176,0.1,1.5090897 +8068.0,6323.45,-0.023627318,1754.8077,3650000.0,2080.0,228125.0,,57024.0,0.0001587616,0.1,1.5489397 +8228.0,6366.39,-0.018140592,1755.3956,3660000.0,2085.0,228750.0,,57184.0,0.0001585056,0.1,1.5798147 +8228.0,6407.53,-0.024047889,1755.1411,3670000.0,2091.0,229375.0,,57312.0,0.0001583008,0.1,1.593858 +8278.0,6448.31,-0.023991605,1755.7252,3680000.0,2096.0,230000.0,,57472.0,0.0001580448,0.1,1.5921521 +8262.0,6486.83,-0.019909058,1755.471,3690000.0,2102.0,230625.0,,57632.0,0.0001577888,0.1,1.4231718 +8286.0,6524.49,-0.022859436,1755.2183,3700000.0,2108.0,231250.0,,57792.0,0.0001575328,0.1,1.6288275 +8382.0,6562.41,-0.022320783,1755.7975,3710000.0,2113.0,231875.0,,57952.0,0.0001572768,0.1,1.5941955 +8316.0,6599.87,-0.020556305,1755.545,3720000.0,2119.0,232500.0,,58112.0,0.0001570208,0.1,1.5758524 +8412.0,6638.27,-0.022192057,1755.2941,3730000.0,2125.0,233125.0,,58272.0,0.0001567648,0.1,1.5703185 +8420.0,6675.35,-0.024637599,1755.8685,3740000.0,2130.0,233750.0,,58432.0,0.0001565088,0.1,1.5311754 +8462.0,6710.71,-0.016318532,1755.6179,3750000.0,2136.0,234375.0,,58592.0,0.0001562528,0.1,1.4812288 +8506.0,6744.61,-0.022395303,1756.1887,3760000.0,2141.0,235000.0,,58720.0,0.000156048,0.1,1.5713581 +8440.0,6777.89,-0.020217512,1755.9385,3770000.0,2147.0,235625.0,,58880.0,0.000155792,0.1,1.5052652 +8502.0,6810.99,-0.019691117,1755.6897,3780000.0,2153.0,236250.0,,59040.0,0.000155536,0.1,1.3774903 +8490.0,6843.71,-0.02037517,1755.4424,3790000.0,2159.0,236875.0,,59200.0,0.00015528,0.1,1.5867639 +8370.0,6875.63,-0.0142062055,1756.0074,3800000.0,2164.0,237500.0,,59360.0,0.000155024,0.1,1.3830591 +8488.0,6909.03,-0.021273023,1756.5698,3810000.0,2169.0,238125.0,,59520.0,0.000154768,0.1,1.5051061 +8482.0,6942.01,-0.019915136,1756.3219,3820000.0,2175.0,238750.0,,59680.0,0.000154512,0.1,1.549901 +8518.0,6975.11,-0.018575558,1755.2704,3830000.0,2182.0,239375.0,,59840.0,0.000154256,0.1,1.4544437 +8450.0,7007.97,-0.021837125,1755.0275,3840000.0,2188.0,240000.0,,60000.0,0.000154,0.1,1.5560391 +8372.0,7039.77,-0.022943245,1755.5859,3850000.0,2193.0,240625.0,,60128.0,0.0001537952,0.1,1.5159338 +8436.0,7072.27,-0.02133708,1755.3434,3860000.0,2199.0,241250.0,,60288.0,0.0001535392,0.1,1.4422883 +8510.0,7105.35,-0.022808878,1755.8983,3870000.0,2204.0,241875.0,,60448.0,0.0001532832,0.1,1.3914793 +8560.0,7139.33,-0.02493961,1755.6561,3880000.0,2210.0,242500.0,,60608.0,0.0001530272,0.1,1.5434945 +8472.0,7173.07,-0.021237647,1755.4152,3890000.0,2216.0,243125.0,,60768.0,0.0001527712,0.1,1.4661646 +8556.0,7207.35,-0.023305519,1755.1755,3900000.0,2222.0,243750.0,,60928.0,0.0001525152,0.1,1.4953887 +8462.0,7240.99,-0.018176338,1755.7252,3910000.0,2227.0,244375.0,,61088.0,0.0001522592,0.1,1.6334987 +8486.0,7275.79,-0.019781366,1755.4858,3920000.0,2233.0,245000.0,,61248.0,0.0001520032,0.1,1.4972894 +8538.0,7311.45,-0.02006854,1756.0322,3930000.0,2238.0,245625.0,,61376.0,0.0001517984,0.1,1.4222467 +8578.0,7347.19,-0.022675054,1755.7932,3940000.0,2244.0,246250.0,,61536.0,0.0001515424,0.1,1.4559908 +8764.0,7383.25,-0.019324372,1755.5555,3950000.0,2250.0,246875.0,,61696.0,0.0001512864,0.1,1.4662454 +8796.0,7419.29,-0.018109476,1755.3191,3960000.0,2256.0,247500.0,,61856.0,0.0001510304,0.1,1.4124131 +8844.0,7456.21,-0.020589065,1755.8602,3970000.0,2261.0,248125.0,,62016.0,0.0001507744,0.1,1.3987446 +8888.0,7492.13,-0.018124685,1755.6241,3980000.0,2267.0,248750.0,,62176.0,0.0001505184,0.1,1.377542 +8924.0,7528.41,-0.023191497,1755.3894,3990000.0,2273.0,249375.0,,62336.0,0.0001502624,0.1,1.3815081 +9082.0,7564.25,-0.021442154,1755.1558,4000000.0,2279.0,250000.0,,62496.0,0.0001500064,0.1,1.315289 +9136.0,7599.91,-0.022062812,1754.9235,4010000.0,2285.0,250625.0,,62656.0,0.0001497504,0.1,1.3037179 +9136.0,7635.18,-0.01855275,1755.4585,4020000.0,2290.0,251250.0,,62784.0,0.0001495456,0.1,1.263054 +9182.0,7670.31,-0.021903014,1755.2264,4030000.0,2296.0,251875.0,,62944.0,0.0001492896,0.1,1.2927834 +9182.0,7704.22,-0.022445379,1755.7584,4040000.0,2301.0,252500.0,,63104.0,0.0001490336,0.1,1.3121648 +9388.0,7738.91,-0.022037622,1755.5266,4050000.0,2307.0,253125.0,,63264.0,0.0001487776,0.1,1.375442 +9422.0,7773.52,-0.020032484,1755.2961,4060000.0,2313.0,253750.0,,63424.0,0.0001485216,0.1,1.2945313 +9490.0,7806.47,-0.01653595,1755.0669,4070000.0,2319.0,254375.0,,63584.0,0.0001482656,0.1,1.4189378 +9586.0,7839.56,-0.021686438,1755.5938,4080000.0,2324.0,255000.0,,63744.0,0.0001480096,0.1,1.3953059 +9644.0,7873.57,-0.024335433,1755.3647,4090000.0,2330.0,255625.0,,63904.0,0.0001477536,0.1,1.4135096 +9726.0,7906.28,-0.020181354,1755.8887,4100000.0,2335.0,256250.0,,64032.0,0.0001475488,0.1,1.4218239 +9658.0,7937.31,-0.020540169,1755.66,4110000.0,2341.0,256875.0,,64192.0,0.0001472928,0.1,1.3640933 +9658.0,7965.56,-0.019840075,1756.1808,4120000.0,2346.0,257500.0,,64352.0,0.0001470368,0.1,1.37462 +9720.0,7993.91,-0.02023269,1755.9524,4130000.0,2352.0,258125.0,,64512.0,0.0001467808,0.1,1.3016208 +9968.0,8023.72,-0.02137354,1755.7252,4140000.0,2358.0,258750.0,,64672.0,0.0001465248,0.1,1.4030137 +10030.0,8054.11,-0.019348988,1755.4991,4150000.0,2364.0,259375.0,,64832.0,0.0001462688,0.1,1.3304001 +10104.0,8085.46,-0.023171525,1755.2743,4160000.0,2370.0,260000.0,,64992.0,0.0001460128,0.1,1.3386426 +10104.0,8116.31,-0.020746745,1755.7894,4170000.0,2375.0,260625.0,,65152.0,0.0001457568,0.1,1.3564367 +10104.0,8148.08,-0.018699821,1755.565,4180000.0,2381.0,261250.0,,65312.0,0.0001455008,0.1,1.3211582 +10202.0,8180.49,-0.02146793,1756.0771,4190000.0,2386.0,261875.0,,65440.0,0.000145296,0.1,1.3136022 +10478.0,8215.12,-0.019878538,1755.8528,4200000.0,2392.0,262500.0,,65600.0,0.00014504,0.1,1.1729321 +10526.0,8250.37,-0.02015741,1755.6296,4210000.0,2398.0,263125.0,,65760.0,0.000144784,0.1,1.2497928 +10654.0,8286.22,-0.020755468,1756.1382,4220000.0,2403.0,263750.0,,65920.0,0.000144528,0.1,1.2357849 +10646.0,8322.87,-0.02175702,1755.9153,4230000.0,2409.0,264375.0,,66080.0,0.000144272,0.1,1.2520893 +10728.0,8360.34,-0.016652485,1754.9669,4240000.0,2416.0,265000.0,,66240.0,0.000144016,0.1,1.3023632 +10810.0,8398.28,-0.021889212,1755.4729,4250000.0,2421.0,265625.0,,66400.0,0.00014376,0.1,1.3255184 +10782.0,8437.44,-0.022329094,1755.2534,4260000.0,2427.0,266250.0,,66560.0,0.000143504,0.1,1.2976396 +10762.0,8475.8,-0.021212243,1755.7566,4270000.0,2432.0,266875.0,,66688.0,0.0001432992,0.1,1.2583677 +10908.0,8515.98,-0.021501563,1756.2577,4280000.0,2437.0,267500.0,,66848.0,0.0001430432,0.1,1.3361746 +10916.0,8557.18,-0.020994587,1756.0376,4290000.0,2443.0,268125.0,,67008.0,0.0001427872,0.1,1.4027579 +10884.0,8598.12,-0.02248404,1756.5359,4300000.0,2448.0,268750.0,,67168.0,0.0001425312,0.1,1.3905168 +10870.0,8638.65,-0.02345423,1756.3162,4310000.0,2454.0,269375.0,,67328.0,0.0001422752,0.1,1.3796637 +10870.0,8679.72,-0.02076628,1756.0975,4320000.0,2460.0,270000.0,,67488.0,0.0001420192,0.1,1.3628829 +11018.0,8722.27,-0.023429187,1755.88,4330000.0,2466.0,270625.0,,67648.0,0.0001417632,0.1,1.4340049 +11216.0,8766.18,-0.021592662,1755.6635,4340000.0,2472.0,271250.0,,67808.0,0.0001415072,0.1,1.3557372 +11272.0,8808.67,-0.022994928,1756.1566,4350000.0,2477.0,271875.0,,67968.0,0.0001412512,0.1,1.3945289 +11268.0,8849.26,-0.022356067,1755.9404,4360000.0,2483.0,272500.0,,68096.0,0.0001410464,0.1,1.3003998 +11200.0,8889.97,-0.020930216,1756.4309,4370000.0,2488.0,273125.0,,68256.0,0.0001407904,0.1,1.2853739 +11088.0,8929.96,-0.019835772,1756.215,4380000.0,2494.0,273750.0,,68416.0,0.0001405344,0.1,1.2802999 +11140.0,8969.19,-0.020649305,1756.0,4390000.0,2500.0,274375.0,,68576.0,0.0001402784,0.1,1.3411484 +11210.0,9008.48,-0.02139757,1755.7861,4400000.0,2506.0,275000.0,,68736.0,0.0001400224,0.1,1.283463 +11268.0,9049.79,-0.022564072,1754.8746,4410000.0,2513.0,275625.0,,68896.0,0.0001397664,0.1,1.4007335 +11370.0,9091.9,-0.02160467,1755.3615,4420000.0,2518.0,276250.0,,69056.0,0.0001395104,0.1,1.4373488 +11528.0,9134.45,-0.018557636,1755.1505,4430000.0,2524.0,276875.0,,69216.0,0.0001392544,0.1,1.4148704 +11642.0,9178.52,-0.0201035,1755.6346,4440000.0,2529.0,277500.0,,69344.0,0.0001390496,0.1,1.3718679 +11562.0,9222.01,-0.021802712,1755.4241,4450000.0,2535.0,278125.0,,69504.0,0.0001387936,0.1,1.3359768 +11562.0,9264.48,-0.02088269,1755.2145,4460000.0,2541.0,278750.0,,69664.0,0.0001385376,0.1,1.4072185 +11586.0,9306.81,-0.019809475,1755.6952,4470000.0,2546.0,279375.0,,69824.0,0.0001382816,0.1,1.3105978 +11604.0,9349.48,-0.02061805,1755.4858,4480000.0,2552.0,280000.0,,69984.0,0.0001380256,0.1,1.3793168 +11726.0,9391.23,-0.022109188,1755.2776,4490000.0,2558.0,280625.0,,70144.0,0.0001377696,0.1,1.3041499 +11822.0,9433.9,-0.02104669,1755.755,4500000.0,2563.0,281250.0,,70304.0,0.0001375136,0.1,1.2430261 +11832.0,9477.11,-0.018182676,1755.5469,4510000.0,2569.0,281875.0,,70464.0,0.0001372576,0.1,1.2303369 +11786.0,9519.02,-0.022386495,1755.3398,4520000.0,2575.0,282500.0,,70624.0,0.0001370016,0.1,1.2262686 +11692.0,9559.19,-0.020778235,1755.814,4530000.0,2580.0,283125.0,,70752.0,0.0001367968,0.1,1.2405516 +11818.0,9599.74,-0.021282809,1755.607,4540000.0,2586.0,283750.0,,70912.0,0.0001365408,0.1,1.2729876 +11954.0,9640.98,-0.019939043,1756.0787,4550000.0,2591.0,284375.0,,71072.0,0.0001362848,0.1,1.2779932 +11958.0,9682.7,-0.022203833,1755.8722,4560000.0,2597.0,285000.0,,71232.0,0.0001360288,0.1,1.2204461 +11938.0,9723.88,-0.023461368,1756.3413,4570000.0,2602.0,285625.0,,71392.0,0.0001357728,0.1,1.3487531 +11924.0,9764.56,-0.019578494,1756.135,4580000.0,2608.0,286250.0,,71552.0,0.0001355168,0.1,1.214487 +11928.0,9806.24,-0.021180026,1755.9296,4590000.0,2614.0,286875.0,,71712.0,0.0001352608,0.1,1.3028693 +11952.0,9847.68,-0.023422973,1756.3956,4600000.0,2619.0,287500.0,,71872.0,0.0001350048,0.1,1.3073814 +12178.0,9890.02,-0.01970757,1756.1904,4610000.0,2625.0,288125.0,,72000.0,0.0001348,0.1,1.3269392 +12216.0,9932.96,-0.020812592,1756.654,4620000.0,2630.0,288750.0,,72160.0,0.000134544,0.1,1.1163375 +12222.0,9975.54,-0.021140007,1756.4492,4630000.0,2636.0,289375.0,,72320.0,0.000134288,0.1,1.2763522 +12346.0,10019.56,-0.019776717,1756.9103,4640000.0,2641.0,290000.0,,72480.0,0.000134032,0.1,1.3902617 +12404.0,10062.92,-0.02020226,1756.7057,4650000.0,2647.0,290625.0,,72640.0,0.000133776,0.1,1.2162154 +12464.0,10105.28,-0.023838151,1756.5021,4660000.0,2653.0,291250.0,,72800.0,0.00013352,0.1,1.2920566 +12538.0,10148.38,-0.022845961,1756.9601,4670000.0,2658.0,291875.0,,72960.0,0.000133264,0.1,1.2625589 +12568.0,10191.28,-0.022212002,1756.7567,4680000.0,2664.0,292500.0,,73120.0,0.000133008,0.1,1.3478973 +12528.0,10233.94,-0.02423789,1756.5543,4690000.0,2670.0,293125.0,,73280.0,0.000132752,0.1,1.3230823 +12570.0,10276.78,-0.021517858,1757.0094,4700000.0,2675.0,293750.0,,73408.0,0.0001325472,0.1,1.2721189 +12568.0,10318.64,-0.020075692,1757.4626,4710000.0,2680.0,294375.0,,73568.0,0.0001322912,0.1,1.3221753 +12622.0,10361.7,-0.02101565,1757.2599,4720000.0,2686.0,295000.0,,73728.0,0.0001320352,0.1,1.2547251 +12730.0,10404.88,-0.019072777,1757.058,4730000.0,2692.0,295625.0,,73888.0,0.0001317792,0.1,1.364351 +12738.0,10448.06,-0.020638749,1756.8569,4740000.0,2698.0,296250.0,,74048.0,0.0001315232,0.1,1.2437409 +12714.0,10490.58,-0.021631,1757.3066,4750000.0,2703.0,296875.0,,74208.0,0.0001312672,0.1,1.2425668 +12714.0,10532.66,-0.02044747,1757.106,4760000.0,2709.0,297500.0,,74368.0,0.0001310112,0.1,1.2003016 +12692.0,10575.18,-0.021349508,1756.2592,4770000.0,2716.0,298125.0,,74528.0,0.0001307552,0.1,1.2966931 +12830.0,10618.46,-0.020939134,1756.7072,4780000.0,2721.0,298750.0,,74656.0,0.0001305504,0.1,1.3124113 +12794.0,10661.5,-0.022362864,1756.509,4790000.0,2727.0,299375.0,,74816.0,0.0001302944,0.1,1.2644708 +12938.0,10707.18,-0.021842567,1756.9546,4800000.0,2732.0,300000.0,,74976.0,0.0001300384,0.1,1.3302648 +12940.0,10751.7,-0.024029342,1756.7567,4810000.0,2738.0,300625.0,,75136.0,0.0001297824,0.1,1.2719042 +12960.0,10796.48,-0.02061806,1756.5598,4820000.0,2744.0,301250.0,,75296.0,0.0001295264,0.1,1.3365128 +12910.0,10840.4,-0.0207971,1757.0026,4830000.0,2749.0,301875.0,,75456.0,0.0001292704,0.1,1.3218153 +12948.0,10885.38,-0.021358296,1756.8058,4840000.0,2755.0,302500.0,,75616.0,0.0001290144,0.1,1.304678 +12996.0,10931.62,-0.023721853,1756.6099,4850000.0,2761.0,303125.0,,75776.0,0.0001287584,0.1,1.3546822 +13034.0,10977.6,-0.019843744,1756.4149,4860000.0,2767.0,303750.0,,75936.0,0.0001285024,0.1,1.2318004 +13062.0,11023.12,-0.02147536,1756.8542,4870000.0,2772.0,304375.0,,76064.0,0.0001282976,0.1,1.3093662 +13124.0,11068.76,-0.020048568,1756.0273,4880000.0,2779.0,305000.0,,76224.0,0.0001280416,0.1,1.2457476 +13084.0,11114.88,-0.023370674,1755.8348,4890000.0,2785.0,305625.0,,76384.0,0.0001277856,0.1,1.2783391 +13160.0,11160.92,-0.019796314,1755.6432,4900000.0,2791.0,306250.0,,76544.0,0.0001275296,0.1,1.2520462 +13152.0,11207.82,-0.020126449,1756.0801,4910000.0,2796.0,306875.0,,76704.0,0.0001272736,0.1,1.3913224 +13172.0,11254.68,-0.018415883,1755.8887,4920000.0,2802.0,307500.0,,76864.0,0.0001270176,0.1,1.2742441 +13220.0,11301.5,-0.023015905,1755.698,4930000.0,2808.0,308125.0,,77024.0,0.0001267616,0.1,1.2715516 +13382.0,11349.54,-0.021224376,1755.5082,4940000.0,2814.0,308750.0,,77184.0,0.0001265056,0.1,1.2651677 +13358.0,11395.48,-0.023745177,1755.9418,4950000.0,2819.0,309375.0,,77312.0,0.0001263008,0.1,1.2771904 +13278.0,11440.3,-0.02255102,1755.7522,4960000.0,2825.0,310000.0,,77472.0,0.0001260448,0.1,1.3347518 +13310.0,11484.96,-0.021459393,1756.1837,4970000.0,2830.0,310625.0,,77632.0,0.0001257888,0.1,1.3089509 +13222.0,11528.3,-0.022495016,1755.9944,4980000.0,2836.0,311250.0,,77792.0,0.0001255328,0.1,1.2958635 +13216.0,11571.22,-0.023028946,1756.4238,4990000.0,2841.0,311875.0,,77952.0,0.0001252768,0.1,1.2497504 +13174.0,11612.14,-0.02342521,1756.2346,5000000.0,2847.0,312500.0,,78112.0,0.0001250208,0.1,1.3143001 +13202.0,11652.8,-0.020415144,1756.0463,5010000.0,2853.0,313125.0,,78272.0,0.0001247648,0.1,1.268473 +13226.0,11693.7,-0.020376962,1756.473,5020000.0,2858.0,313750.0,,78432.0,0.0001245088,0.1,1.182693 +13208.0,11733.96,-0.022481052,1756.8983,5030000.0,2863.0,314375.0,,78592.0,0.0001242528,0.1,1.266177 +13130.0,11773.44,-0.019252418,1756.7096,5040000.0,2869.0,315000.0,,78720.0,0.000124048,0.1,1.3086035 +12984.0,11809.4,-0.020826891,1757.1329,5050000.0,2874.0,315625.0,,78880.0,0.000123792,0.1,1.2601569 +13020.0,11845.38,-0.018658245,1756.3346,5060000.0,2881.0,316250.0,,79040.0,0.000123536,0.1,1.2981501 +13074.0,11881.22,-0.021672968,1756.1482,5070000.0,2887.0,316875.0,,79200.0,0.00012328,0.1,1.2992662 +12922.0,11914.58,-0.018992761,1756.5698,5080000.0,2892.0,317500.0,,79360.0,0.000123024,0.1,1.2737551 +12780.0,11945.94,-0.023766233,1756.3837,5090000.0,2898.0,318125.0,,79520.0,0.000122768,0.1,1.3292795 +12770.0,11976.38,-0.017887855,1756.1984,5100000.0,2904.0,318750.0,,79680.0,0.000122512,0.1,1.2934325 +12764.0,12007.44,-0.022709653,1756.0138,5110000.0,2910.0,319375.0,,79840.0,0.000122256,0.1,1.146811 +12760.0,12038.46,-0.01943306,1755.83,5120000.0,2916.0,320000.0,,80000.0,0.000122,0.1,1.2635958 +12778.0,12069.04,-0.023197463,1756.2478,5130000.0,2921.0,320625.0,,80128.0,0.0001217952,0.1,1.2380123 +12800.0,12097.36,-0.022485916,1755.4645,5140000.0,2928.0,321250.0,,80288.0,0.0001215392,0.1,1.3055434 +12738.0,12124.44,-0.023075506,1755.2828,5150000.0,2934.0,321875.0,,80448.0,0.0001212832,0.1,1.3012612 +12820.0,12151.6,-0.02026185,1755.102,5160000.0,2940.0,322500.0,,80608.0,0.0001210272,0.1,1.2777679 +12896.0,12179.52,-0.02109133,1755.5178,5170000.0,2945.0,323125.0,,80768.0,0.0001207712,0.1,1.2441864 +12884.0,12207.32,-0.019978488,1755.3372,5180000.0,2951.0,323750.0,,80928.0,0.0001205152,0.1,1.2235625 +12870.0,12234.0,-0.024327654,1755.1572,5190000.0,2957.0,324375.0,,81088.0,0.0001202592,0.1,1.2856325 +12776.0,12256.98,-0.01980176,1755.5706,5200000.0,2962.0,325000.0,,81248.0,0.0001200032,0.1,1.2496564 +12790.0,12279.62,-0.022238046,1755.3909,5210000.0,2968.0,325625.0,,81376.0,0.0001197984,0.1,1.2376969 +12790.0,12300.98,-0.021922227,1755.2118,5220000.0,2974.0,326250.0,,81536.0,0.0001195424,0.1,1.3292499 +12778.0,12322.3,-0.020179208,1755.0336,5230000.0,2980.0,326875.0,,81696.0,0.0001192864,0.1,1.2855657 +12860.0,12343.62,-0.020086594,1754.856,5240000.0,2986.0,327500.0,,81856.0,0.0001190304,0.1,1.3114368 +12762.0,12363.14,-0.022965688,1754.6792,5250000.0,2992.0,328125.0,,82016.0,0.0001187744,0.1,1.3448775 +12746.0,12382.78,-0.017463613,1754.503,5260000.0,2998.0,328750.0,,82176.0,0.0001185184,0.1,1.357174 +12700.0,12402.16,-0.01829234,1754.3275,5270000.0,3004.0,329375.0,,82336.0,0.0001182624,0.1,1.2971914 +12670.0,12419.78,-0.022938646,1754.7358,5280000.0,3009.0,330000.0,,82496.0,0.0001180064,0.1,1.3448747 +12488.0,12435.5,-0.023847489,1754.5605,5290000.0,3015.0,330625.0,,82656.0,0.0001177504,0.1,1.4811416 +12512.0,12451.78,-0.020778993,1754.9669,5300000.0,3020.0,331250.0,,82784.0,0.0001175456,0.1,1.3378414 +12516.0,12468.24,-0.02270832,1754.7917,5310000.0,3026.0,331875.0,,82944.0,0.0001172896,0.1,1.3934433 +12504.0,12484.58,-0.022042442,1754.6174,5320000.0,3032.0,332500.0,,83104.0,0.0001170336,0.1,1.366463 +12436.0,12498.76,-0.02170438,1755.0214,5330000.0,3037.0,333125.0,,83264.0,0.0001167776,0.1,1.437969 +12384.0,12510.44,-0.0197844,1754.8472,5340000.0,3043.0,333750.0,,83424.0,0.0001165216,0.1,1.2811189 +12216.0,12519.88,-0.020707896,1755.2494,5350000.0,3048.0,334375.0,,83584.0,0.0001162656,0.1,1.381639 +12204.0,12529.24,-0.022442298,1755.0753,5360000.0,3054.0,335000.0,,83744.0,0.0001160096,0.1,1.2739725 +12132.0,12538.56,-0.021047974,1754.902,5370000.0,3060.0,335625.0,,83904.0,0.0001157536,0.1,1.314586 +12132.0,12549.0,-0.021524085,1755.3018,5380000.0,3065.0,336250.0,,84032.0,0.0001155488,0.1,1.3163977 +12202.0,12559.62,-0.020582551,1755.1287,5390000.0,3071.0,336875.0,,84192.0,0.0001152928,0.1,1.3246381 +12324.0,12570.76,-0.021000389,1754.9562,5400000.0,3077.0,337500.0,,84352.0,0.0001150368,0.1,1.2487617 +12260.0,12580.68,-0.021355862,1755.3536,5410000.0,3082.0,338125.0,,84512.0,0.0001147808,0.1,1.283263 +12388.0,12590.86,-0.021815747,1755.1814,5420000.0,3088.0,338750.0,,84672.0,0.0001145248,0.1,1.237645 +12420.0,12599.78,-0.021368003,1755.5771,5430000.0,3093.0,339375.0,,84832.0,0.0001142688,0.1,1.3341984 +12468.0,12608.04,-0.02127627,1755.405,5440000.0,3099.0,340000.0,,84992.0,0.0001140128,0.1,1.2669249 +12474.0,12617.16,-0.022558087,1755.2335,5450000.0,3105.0,340625.0,,85152.0,0.0001137568,0.1,1.2964519 +12338.0,12624.92,-0.020307139,1755.627,5460000.0,3110.0,341250.0,,85312.0,0.0001135008,0.1,1.2512863 +12222.0,12631.28,-0.024222784,1755.4557,5470000.0,3116.0,341875.0,,85440.0,0.000113296,0.1,1.3758404 +12282.0,12638.06,-0.02148983,1755.285,5480000.0,3122.0,342500.0,,85600.0,0.00011304,0.1,1.2687712 +12282.0,12643.62,-0.022377102,1755.6764,5490000.0,3127.0,343125.0,,85760.0,0.000112784,0.1,1.329346 +12146.0,12646.86,-0.02310698,1755.5059,5500000.0,3133.0,343750.0,,85920.0,0.000112528,0.1,1.3338833 +12182.0,12650.36,-0.022354815,1755.8955,5510000.0,3138.0,344375.0,,86080.0,0.000112272,0.1,1.3887026 +12188.0,12654.38,-0.022004813,1756.2838,5520000.0,3143.0,345000.0,,86240.0,0.000112016,0.1,1.371219 +12184.0,12659.3,-0.02276334,1756.6709,5530000.0,3148.0,345625.0,,86400.0,0.00011176,0.1,1.3251636 +12156.0,12662.68,-0.020329874,1757.0568,5540000.0,3153.0,346250.0,,86560.0,0.000111504,0.1,1.165172 +12112.0,12664.26,-0.021468395,1757.4414,5550000.0,3158.0,346875.0,,86688.0,0.0001112992,0.1,1.323354 +12138.0,12666.06,-0.022851005,1757.8248,5560000.0,3163.0,347500.0,,86848.0,0.0001110432,0.1,1.3364667 +12138.0,12668.06,-0.021360036,1758.7622,5570000.0,3167.0,348125.0,,87008.0,0.0001107872,0.1,1.403163 +12196.0,12670.78,-0.021271147,1759.1425,5580000.0,3172.0,348750.0,,87168.0,0.0001105312,0.1,1.3013332 +12250.0,12674.0,-0.021960214,1758.9679,5590000.0,3178.0,349375.0,,87328.0,0.0001102752,0.1,1.3114223 +12268.0,12677.16,-0.023109982,1759.3466,5600000.0,3183.0,350000.0,,87488.0,0.0001100192,0.1,1.327714 +12276.0,12678.14,-0.020609956,1759.724,5610000.0,3188.0,350625.0,,87648.0,0.0001097632,0.1,1.3409121 +12372.0,12679.7,-0.021333337,1760.6516,5620000.0,3192.0,351250.0,,87808.0,0.0001095072,0.1,1.3955612 +12342.0,12680.9,-0.021814082,1761.026,5630000.0,3197.0,351875.0,,87968.0,0.0001092512,0.1,1.2439895 +12366.0,12681.1,-0.023815196,1761.3992,5640000.0,3202.0,352500.0,,88096.0,0.0001090464,0.1,1.3305988 +12356.0,12680.62,-0.022762658,1761.7711,5650000.0,3207.0,353125.0,,88256.0,0.0001087904,0.1,1.3099155 +12378.0,12679.76,-0.021261942,1762.6908,5660000.0,3211.0,353750.0,,88416.0,0.0001085344,0.1,1.2105849 +12418.0,12678.56,-0.021514986,1763.0597,5670000.0,3216.0,354375.0,,88576.0,0.0001082784,0.1,1.3070943 +12400.0,12676.88,-0.01833468,1763.4275,5680000.0,3221.0,355000.0,,88736.0,0.0001080224,0.1,1.272217 +12496.0,12676.56,-0.01935938,1763.7942,5690000.0,3226.0,355625.0,,88896.0,0.0001077664,0.1,1.3445666 +12614.0,12677.0,-0.022900162,1764.1597,5700000.0,3231.0,356250.0,,89056.0,0.0001075104,0.1,1.3359572 +12688.0,12678.2,-0.024207946,1764.524,5710000.0,3236.0,356875.0,,89216.0,0.0001072544,0.1,1.2959183 +12702.0,12679.0,-0.022318568,1765.4321,5720000.0,3240.0,357500.0,,89344.0,0.0001070496,0.1,1.1843121 +12768.0,12679.38,-0.021160793,1765.7936,5730000.0,3245.0,358125.0,,89504.0,0.0001067936,0.1,1.1883552 +12798.0,12679.98,-0.020919153,1766.1538,5740000.0,3250.0,358750.0,,89664.0,0.0001065376,0.1,1.2129855 +12718.0,12680.02,-0.01790941,1766.5131,5750000.0,3255.0,359375.0,,89824.0,0.0001062816,0.1,1.2278266 +12686.0,12679.74,-0.01707264,1767.4133,5760000.0,3259.0,360000.0,,89984.0,0.0001060256,0.1,1.2978115 +12686.0,12679.68,-0.020272173,1767.7697,5770000.0,3264.0,360625.0,,90144.0,0.0001057696,0.1,1.2287831 +12722.0,12678.6,-0.020031132,1768.1248,5780000.0,3269.0,361250.0,,90304.0,0.0001055136,0.1,1.3159704 +12736.0,12678.02,-0.020206973,1768.4789,5790000.0,3274.0,361875.0,,90464.0,0.0001052576,0.1,1.252763 +12666.0,12675.3,-0.016910983,1768.8319,5800000.0,3279.0,362500.0,,90624.0,0.0001050016,0.1,1.2430716 +12666.0,12672.56,-0.022410167,1769.7228,5810000.0,3283.0,363125.0,,90752.0,0.0001047968,0.1,1.2721877 +12860.0,12671.56,-0.020755313,1770.073,5820000.0,3288.0,363750.0,,90912.0,0.0001045408,0.1,1.1691568 +12862.0,12671.08,-0.022417251,1770.4221,5830000.0,3293.0,364375.0,,91072.0,0.0001042848,0.1,1.2635624 +12862.0,12670.22,-0.021176659,1770.7701,5840000.0,3298.0,365000.0,,91232.0,0.0001040288,0.1,1.2577921 +12970.0,12669.96,-0.023421597,1771.1172,5850000.0,3303.0,365625.0,,91392.0,0.0001037728,0.1,1.2838647 +13002.0,12669.64,-0.021530755,1771.4631,5860000.0,3308.0,366250.0,,91552.0,0.0001035168,0.1,1.2393596 +12990.0,12668.92,-0.018588068,1772.343,5870000.0,3312.0,366875.0,,91712.0,0.0001032608,0.1,1.2269943 +13028.0,12667.96,-0.022485185,1772.6862,5880000.0,3317.0,367500.0,,91872.0,0.0001030048,0.1,1.2955021 +13030.0,12667.42,-0.020182705,1773.0283,5890000.0,3322.0,368125.0,,92000.0,0.0001028,0.1,1.3235185 +13018.0,12666.0,-0.022964086,1773.3694,5900000.0,3327.0,368750.0,,92160.0,0.000102544,0.1,1.2712119 +13086.0,12665.34,-0.02334449,1774.242,5910000.0,3331.0,369375.0,,92320.0,0.000102288,0.1,1.3932986 +13154.0,12665.16,-0.023621837,1774.5803,5920000.0,3336.0,370000.0,,92480.0,0.000102032,0.1,1.3963549 +13158.0,12664.54,-0.021451242,1774.9177,5930000.0,3341.0,370625.0,,92640.0,0.000101776,0.1,1.3549218 +13160.0,12662.32,-0.024429452,1775.254,5940000.0,3346.0,371250.0,,92800.0,0.00010152,0.1,1.2482212 +13176.0,12660.5,-0.02350218,1775.5894,5950000.0,3351.0,371875.0,,92960.0,0.000101264,0.1,1.313299 +13134.0,12659.06,-0.021252697,1775.9237,5960000.0,3356.0,372500.0,,93120.0,0.000101008,0.1,1.4232495 +13110.0,12657.06,-0.021911696,1776.2571,5970000.0,3361.0,373125.0,,93280.0,0.000100752,0.1,1.424958 +13184.0,12656.68,-0.024447594,1777.1174,5980000.0,3365.0,373750.0,,93408.0,0.0001005472,0.1,1.331944 +13152.0,12656.04,-0.024098333,1777.4481,5990000.0,3370.0,374375.0,,93568.0,0.0001002912,0.1,1.3991203 +12942.0,12653.72,-0.023618272,1777.7778,6000000.0,3375.0,375000.0,,93728.0,0.0001000352,0.1,1.3115848 +13026.0,12651.96,-0.022260075,1778.1066,6010000.0,3380.0,375625.0,,93888.0,9.97792e-05,0.1,1.3893272 +13028.0,12649.98,-0.02157331,1778.4343,6020000.0,3385.0,376250.0,,94048.0,9.95232e-05,0.1,1.4154887 +13094.0,12648.84,-0.024348421,1778.7611,6030000.0,3390.0,376875.0,,94208.0,9.92672e-05,0.1,1.4117552 +13062.0,12648.16,-0.022734314,1779.6111,6040000.0,3394.0,377500.0,,94368.0,9.90112e-05,0.1,1.4991515 +12982.0,12648.14,-0.025335722,1779.9353,6050000.0,3399.0,378125.0,,94528.0,9.87552e-05,0.1,1.3748276 +12900.0,12646.94,-0.024600012,1780.2585,6060000.0,3404.0,378750.0,,94656.0,9.85504e-05,0.1,1.463343 +12914.0,12645.34,-0.023184836,1780.5808,6070000.0,3409.0,379375.0,,94816.0,9.82944e-05,0.1,1.3906932 +12914.0,12645.26,-0.022437152,1780.9022,6080000.0,3414.0,380000.0,,94976.0,9.80384e-05,0.1,1.3586334 +12878.0,12646.24,-0.02053902,1781.2225,6090000.0,3419.0,380625.0,,95136.0,9.77824e-05,0.1,1.3990631 +12920.0,12647.74,-0.023555474,1781.5421,6100000.0,3424.0,381250.0,,95296.0,9.75264e-05,0.1,1.3569689 +12842.0,12648.52,-0.025806466,1782.3804,6110000.0,3428.0,381875.0,,95456.0,9.72704e-05,0.1,1.3245306 +12870.0,12649.62,-0.02305109,1782.6974,6120000.0,3433.0,382500.0,,95616.0,9.70144e-05,0.1,1.3261681 +12908.0,12650.92,-0.023844898,1783.0134,6130000.0,3438.0,383125.0,,95776.0,9.67584e-05,0.1,1.4043202 +12908.0,12652.0,-0.022934882,1783.3285,6140000.0,3443.0,383750.0,,95936.0,9.65024e-05,0.1,1.31353 +12922.0,12653.84,-0.024482537,1784.1602,6150000.0,3447.0,384375.0,,96064.0,9.62976e-05,0.1,1.3632593 +12904.0,12654.68,-0.022116097,1784.4728,6160000.0,3452.0,385000.0,,96224.0,9.60416e-05,0.1,1.3617102 +12862.0,12654.34,-0.024676995,1784.7845,6170000.0,3457.0,385625.0,,96384.0,9.57856e-05,0.1,1.3444409 +12864.0,12654.14,-0.024979131,1785.0953,6180000.0,3462.0,386250.0,,96544.0,9.55296e-05,0.1,1.3850212 +12836.0,12653.8,-0.019197186,1785.4053,6190000.0,3467.0,386875.0,,96704.0,9.52736e-05,0.1,1.2976629 +12732.0,12653.36,-0.02573711,1786.2288,6200000.0,3471.0,387500.0,,96864.0,9.50176e-05,0.1,1.3493819 +12684.0,12652.3,-0.022069668,1786.5363,6210000.0,3476.0,388125.0,,97024.0,9.47616e-05,0.1,1.4538918 +12706.0,12651.46,-0.022582717,1786.8429,6220000.0,3481.0,388750.0,,97184.0,9.45056e-05,0.1,1.3196783 +12692.0,12650.6,-0.026787799,1787.6614,6230000.0,3485.0,389375.0,,97312.0,9.43008e-05,0.1,1.3545961 +12710.0,12649.1,-0.021170894,1787.4535,6240000.0,3491.0,390000.0,,97472.0,9.40448e-05,0.1,1.2936349 +12702.0,12648.5,-0.017544793,1787.7574,6250000.0,3496.0,390625.0,,97632.0,9.37888e-05,0.1,1.2994571 +12524.0,12646.28,-0.020033406,1788.0605,6260000.0,3501.0,391250.0,,97792.0,9.35328e-05,0.1,1.2593422 +12444.0,12643.72,-0.02055264,1788.3628,6270000.0,3506.0,391875.0,,97952.0,9.32768e-05,0.1,1.2688304 +12418.0,12641.2,-0.02332448,1788.1549,6280000.0,3512.0,392500.0,,98112.0,9.30208e-05,0.1,1.245718 +12262.0,12638.94,-0.021211678,1788.456,6290000.0,3517.0,393125.0,,98272.0,9.27648e-05,0.1,1.2990954 +12192.0,12635.74,-0.020167038,1788.7563,6300000.0,3522.0,393750.0,,98432.0,9.25088e-05,0.1,1.2494643 +12178.0,12632.36,-0.022107504,1789.0559,6310000.0,3527.0,394375.0,,98592.0,9.22528e-05,0.1,1.2887651 +12076.0,12628.08,-0.019368801,1789.3545,6320000.0,3532.0,395000.0,,98720.0,9.2048e-05,0.1,1.2728102 +12142.0,12625.14,-0.021904085,1789.6522,6330000.0,3537.0,395625.0,,98880.0,9.1792e-05,0.1,1.2939433 +12158.0,12622.88,-0.024379969,1789.9492,6340000.0,3542.0,396250.0,,99040.0,9.1536e-05,0.1,1.3389826 +12348.0,12624.2,-0.020827278,1790.2452,6350000.0,3547.0,396875.0,,99200.0,9.128e-05,0.1,1.3164217 +12348.0,12625.64,-0.021231819,1790.5405,6360000.0,3552.0,397500.0,,99360.0,9.1024e-05,0.1,1.300758 +12366.0,12627.98,-0.020106811,1791.3386,6370000.0,3556.0,398125.0,,99520.0,9.0768e-05,0.1,1.247051 +12416.0,12630.82,-0.023934059,1791.6316,6380000.0,3561.0,398750.0,,99680.0,9.0512e-05,0.1,1.3128822 +12416.0,12632.96,-0.023002112,1791.9237,6390000.0,3566.0,399375.0,,99840.0,9.0256e-05,0.1,1.2735612 +12502.0,12634.74,-0.02343286,1792.2151,6400000.0,3571.0,400000.0,,100000.0,9e-05,0.1,1.3829744 +12666.0,12638.8,-0.025752924,1793.007,6410000.0,3575.0,400625.0,,100128.0,8.97952e-05,0.1,1.4214084 +12676.0,12641.68,-0.025792243,1793.2961,6420000.0,3580.0,401250.0,,100288.0,8.95392e-05,0.1,1.3976145 +12676.0,12644.24,-0.024133557,1793.5844,6430000.0,3585.0,401875.0,,100448.0,8.92832e-05,0.1,1.3659153 +12602.0,12645.58,-0.019010453,1793.8718,6440000.0,3590.0,402500.0,,100608.0,8.90272e-05,0.1,1.2596476 +12526.0,12646.1,-0.022398211,1794.1586,6450000.0,3595.0,403125.0,,100768.0,8.87712e-05,0.1,1.3873761 +12364.0,12646.36,-0.02503887,1794.4445,6460000.0,3600.0,403750.0,,100928.0,8.85152e-05,0.1,1.3364658 +12402.0,12648.16,-0.022462616,1794.7295,6470000.0,3605.0,404375.0,,101088.0,8.82592e-05,0.1,1.4022303 +12400.0,12649.34,-0.021612568,1795.0138,6480000.0,3610.0,405000.0,,101248.0,8.80032e-05,0.1,1.3318837 +12400.0,12650.52,-0.023773503,1795.2974,6490000.0,3615.0,405625.0,,101376.0,8.77984e-05,0.1,1.3025858 +12418.0,12653.24,-0.022311868,1795.5801,6500000.0,3620.0,406250.0,,101536.0,8.75424e-05,0.1,1.4197128 +12428.0,12655.7,-0.024154304,1795.862,6510000.0,3625.0,406875.0,,101696.0,8.72864e-05,0.1,1.3550723 +12522.0,12659.04,-0.024055608,1796.1433,6520000.0,3630.0,407500.0,,101856.0,8.70304e-05,0.1,1.5395863 +12524.0,12662.44,-0.023826009,1796.4237,6530000.0,3635.0,408125.0,,102016.0,8.67744e-05,0.1,1.3977779 +12552.0,12666.4,-0.021621024,1796.7032,6540000.0,3640.0,408750.0,,102176.0,8.65184e-05,0.1,1.3319018 +12520.0,12670.48,-0.024038356,1796.9822,6550000.0,3645.0,409375.0,,102336.0,8.62624e-05,0.1,1.4310089 +12500.0,12674.1,-0.020994436,1797.2603,6560000.0,3650.0,410000.0,,102496.0,8.60064e-05,0.1,1.4903861 +12430.0,12677.02,-0.02399262,1798.0295,6570000.0,3654.0,410625.0,,102656.0,8.57504e-05,0.1,1.4714878 +12526.0,12680.32,-0.023682117,1798.3055,6580000.0,3659.0,411250.0,,102784.0,8.55456e-05,0.1,1.4850984 +12500.0,12682.82,-0.021740926,1798.5808,6590000.0,3664.0,411875.0,,102944.0,8.52896e-05,0.1,1.4443212 +12542.0,12685.56,-0.022832053,1798.8552,6600000.0,3669.0,412500.0,,103104.0,8.50336e-05,0.1,1.3546302 +12500.0,12687.8,-0.024875961,1799.6189,6610000.0,3673.0,413125.0,,103264.0,8.47776e-05,0.1,1.4538169 +12492.0,12689.0,-0.022976372,1799.8912,6620000.0,3678.0,413750.0,,103424.0,8.45216e-05,0.1,1.4122989 +12544.0,12691.02,-0.024588421,1800.163,6630000.0,3683.0,414375.0,,103584.0,8.42656e-05,0.1,1.4082003 +12546.0,12692.82,-0.024709243,1800.4338,6640000.0,3688.0,415000.0,,103744.0,8.40096e-05,0.1,1.4368145 +12660.0,12695.86,-0.024333332,1800.704,6650000.0,3693.0,415625.0,,103904.0,8.37536e-05,0.1,1.4848932 +12678.0,12698.86,-0.022411507,1801.4607,6660000.0,3697.0,416250.0,,104032.0,8.35488e-05,0.1,1.4261279 +12694.0,12701.62,-0.023103563,1801.7288,6670000.0,3702.0,416875.0,,104192.0,8.32928e-05,0.1,1.3877453 +12752.0,12705.14,-0.025003068,1801.9962,6680000.0,3707.0,417500.0,,104352.0,8.30368e-05,0.1,1.4845481 +12698.0,12707.16,-0.024029465,1802.7485,6690000.0,3711.0,418125.0,,104512.0,8.27808e-05,0.1,1.4519672 +12600.0,12707.02,-0.023234276,1803.014,6700000.0,3716.0,418750.0,,104672.0,8.25248e-05,0.1,1.4438155 +12584.0,12705.98,-0.023373935,1803.2787,6710000.0,3721.0,419375.0,,104832.0,8.22688e-05,0.1,1.3512759 +12584.0,12704.8,-0.022075834,1803.5427,6720000.0,3726.0,420000.0,,104992.0,8.20128e-05,0.1,1.375474 +12586.0,12702.98,-0.024693247,1804.2896,6730000.0,3730.0,420625.0,,105152.0,8.17568e-05,0.1,1.4828402 +12590.0,12700.9,-0.020667955,1804.5515,6740000.0,3735.0,421250.0,,105312.0,8.15008e-05,0.1,1.3934271 +12588.0,12699.6,-0.022907104,1804.8129,6750000.0,3740.0,421875.0,,105440.0,8.1296e-05,0.1,1.342257 +12574.0,12698.48,-0.025054334,1805.0735,6760000.0,3745.0,422500.0,,105600.0,8.104e-05,0.1,1.399573 +12618.0,12697.8,-0.023106687,1805.3334,6770000.0,3750.0,423125.0,,105760.0,8.0784e-05,0.1,1.4087226 +12668.0,12697.26,-0.02330364,1805.5925,6780000.0,3755.0,423750.0,,105920.0,8.0528e-05,0.1,1.3548272 +12728.0,12697.18,-0.022911793,1805.8511,6790000.0,3760.0,424375.0,,106080.0,8.0272e-05,0.1,1.3149347 +12872.0,12699.24,-0.021727502,1806.1089,6800000.0,3765.0,425000.0,,106240.0,8.0016e-05,0.1,1.3648763 +12998.0,12702.56,-0.02369184,1806.3661,6810000.0,3770.0,425625.0,,106400.0,7.976e-05,0.1,1.4125156 +13090.0,12704.86,-0.02502343,1806.6226,6820000.0,3775.0,426250.0,,106560.0,7.9504e-05,0.1,1.3518473 +13016.0,12706.4,-0.021583648,1807.3564,6830000.0,3779.0,426875.0,,106688.0,7.92992e-05,0.1,1.3809357 +13002.0,12707.8,-0.021924669,1807.611,6840000.0,3784.0,427500.0,,106848.0,7.90432e-05,0.1,1.4129618 +12972.0,12707.82,-0.02466982,1807.8649,6850000.0,3789.0,428125.0,,107008.0,7.87872e-05,0.1,1.366755 +12972.0,12707.52,-0.019909857,1807.6416,6860000.0,3795.0,428750.0,,107168.0,7.85312e-05,0.1,1.3616302 +13002.0,12707.64,-0.023310674,1807.8948,6870000.0,3800.0,429375.0,,107328.0,7.82752e-05,0.1,1.4015505 +12974.0,12707.1,-0.024087323,1808.1472,6880000.0,3805.0,430000.0,,107488.0,7.80192e-05,0.1,1.4330802 +12976.0,12706.56,-0.022613358,1808.3989,6890000.0,3810.0,430625.0,,107648.0,7.77632e-05,0.1,1.3725834 +12986.0,12706.24,-0.025503755,1808.65,6900000.0,3815.0,431250.0,,107808.0,7.75072e-05,0.1,1.3751538 +13136.0,12706.74,-0.024670865,1808.9005,6910000.0,3820.0,431875.0,,107968.0,7.72512e-05,0.1,1.4374896 +13192.0,12707.12,-0.02448624,1809.6234,6920000.0,3824.0,432500.0,,108096.0,7.70464e-05,0.1,1.452687 +13210.0,12707.64,-0.022842163,1809.8721,6930000.0,3829.0,433125.0,,108256.0,7.67904e-05,0.1,1.4283895 +13212.0,12708.16,-0.022955602,1810.5923,6940000.0,3833.0,433750.0,,108416.0,7.65344e-05,0.1,1.4589889 +13184.0,12708.24,-0.023517126,1810.839,6950000.0,3838.0,434375.0,,108576.0,7.62784e-05,0.1,1.4742398 +13266.0,12709.56,-0.02400392,1811.5565,6960000.0,3842.0,435000.0,,108736.0,7.60224e-05,0.1,1.4380269 +13364.0,12712.1,-0.022935398,1811.8014,6970000.0,3847.0,435625.0,,108896.0,7.57664e-05,0.1,1.3762798 +13480.0,12715.06,-0.020795954,1812.0457,6980000.0,3852.0,436250.0,,109056.0,7.55104e-05,0.1,1.3349733 +13490.0,12718.44,-0.023990046,1812.2893,6990000.0,3857.0,436875.0,,109216.0,7.52544e-05,0.1,1.4617782 +13486.0,12723.88,-0.02376679,1813.0018,7000000.0,3861.0,437500.0,,109344.0,7.50496e-05,0.1,1.4433217 +13576.0,12729.38,-0.023435755,1813.2437,7010000.0,3866.0,438125.0,,109504.0,7.47936e-05,0.1,1.4351305 +13578.0,12734.88,-0.022145236,1813.4849,7020000.0,3871.0,438750.0,,109664.0,7.45376e-05,0.1,1.4319003 +13596.0,12739.9,-0.02393687,1813.7255,7030000.0,3876.0,439375.0,,109824.0,7.42816e-05,0.1,1.4326285 +13706.0,12746.34,-0.023529911,1813.9655,7040000.0,3881.0,440000.0,,109984.0,7.40256e-05,0.1,1.383389 +13678.0,12753.3,-0.023126055,1814.2048,7050000.0,3886.0,440625.0,,110144.0,7.37696e-05,0.1,1.4067235 +13674.0,12761.04,-0.023237433,1814.4436,7060000.0,3891.0,441250.0,,110304.0,7.35136e-05,0.1,1.3213778 +13772.0,12769.62,-0.01823437,1814.6818,7070000.0,3896.0,441875.0,,110464.0,7.32576e-05,0.1,1.3726689 +13722.0,12777.7,-0.023277037,1814.9193,7080000.0,3901.0,442500.0,,110624.0,7.30016e-05,0.1,1.3394898 +13720.0,12786.12,-0.023112724,1815.621,7090000.0,3905.0,443125.0,,110752.0,7.27968e-05,0.1,1.4527534 +13758.0,12794.5,-0.02222843,1815.8568,7100000.0,3910.0,443750.0,,110912.0,7.25408e-05,0.1,1.281805 +13756.0,12803.64,-0.023188064,1816.0919,7110000.0,3915.0,444375.0,,111072.0,7.22848e-05,0.1,1.3083956 +13770.0,12812.64,-0.023530025,1816.3265,7120000.0,3920.0,445000.0,,111232.0,7.20288e-05,0.1,1.302022 +13770.0,12821.26,-0.0232506,1816.5605,7130000.0,3925.0,445625.0,,111392.0,7.17728e-05,0.1,1.3720062 +13766.0,12829.84,-0.023227504,1816.794,7140000.0,3930.0,446250.0,,111552.0,7.15168e-05,0.1,1.3407426 +13766.0,12838.28,-0.022182845,1817.0267,7150000.0,3935.0,446875.0,,111712.0,7.12608e-05,0.1,1.3006139 +13766.0,12846.9,-0.02126171,1817.2589,7160000.0,3940.0,447500.0,,111872.0,7.10048e-05,0.1,1.3331661 +13778.0,12856.06,-0.020811155,1817.9513,7170000.0,3944.0,448125.0,,112000.0,7.08e-05,0.1,1.3091295 +13802.0,12865.44,-0.018713674,1818.1818,7180000.0,3949.0,448750.0,,112160.0,7.0544e-05,0.1,1.2343678 +13714.0,12874.22,-0.022605967,1818.4117,7190000.0,3954.0,449375.0,,112320.0,7.0288e-05,0.1,1.2504635 +13724.0,12884.14,-0.023902848,1818.6411,7200000.0,3959.0,450000.0,,112480.0,7.0032e-05,0.1,1.3181219 +13630.0,12893.6,-0.023771482,1819.3287,7210000.0,3963.0,450625.0,,112640.0,6.9776e-05,0.1,1.3279676 +13708.0,12903.62,-0.020202106,1819.5564,7220000.0,3968.0,451250.0,,112800.0,6.952e-05,0.1,1.3004863 +13666.0,12913.36,-0.023313941,1819.7836,7230000.0,3973.0,451875.0,,112960.0,6.9264e-05,0.1,1.2895339 +13576.0,12922.02,-0.020980611,1820.01,7240000.0,3978.0,452500.0,,113120.0,6.9008e-05,0.1,1.3263586 +13402.0,12929.02,-0.021834727,1820.236,7250000.0,3983.0,453125.0,,113280.0,6.8752e-05,0.1,1.3572781 +13402.0,12937.8,-0.02125736,1820.918,7260000.0,3987.0,453750.0,,113408.0,6.85472e-05,0.1,1.4801016 +13250.0,12945.86,-0.021210346,1821.1423,7270000.0,3992.0,454375.0,,113568.0,6.82912e-05,0.1,1.3049934 +13248.0,12954.16,-0.023827178,1821.366,7280000.0,3997.0,455000.0,,113728.0,6.80352e-05,0.1,1.3537607 +13164.0,12963.18,-0.020716783,1821.5892,7290000.0,4002.0,455625.0,,113888.0,6.77792e-05,0.1,1.199614 +13156.0,12972.82,-0.01787392,1821.8119,7300000.0,4007.0,456250.0,,114048.0,6.75232e-05,0.1,1.2394974 +13148.0,12982.52,-0.024061162,1822.4882,7310000.0,4011.0,456875.0,,114208.0,6.72672e-05,0.1,1.389062 +13148.0,12993.24,-0.023345845,1822.7091,7320000.0,4016.0,457500.0,,114368.0,6.70112e-05,0.1,1.2250509 +13118.0,13003.0,-0.021462908,1822.9296,7330000.0,4021.0,458125.0,,114528.0,6.67552e-05,0.1,1.2724305 +13158.0,13013.0,-0.021961298,1823.1495,7340000.0,4026.0,458750.0,,114656.0,6.65504e-05,0.1,1.3141131 +13158.0,13021.1,-0.02171674,1823.8213,7350000.0,4030.0,459375.0,,114816.0,6.62944e-05,0.1,1.3860253 +13168.0,13029.3,-0.021416187,1824.0397,7360000.0,4035.0,460000.0,,114976.0,6.60384e-05,0.1,1.319813 +13134.0,13036.98,-0.023524573,1824.2574,7370000.0,4040.0,460625.0,,115136.0,6.57824e-05,0.1,1.3173804 +13118.0,13044.0,-0.02094021,1824.4746,7380000.0,4045.0,461250.0,,115296.0,6.55264e-05,0.1,1.3106146 +13088.0,13050.72,-0.024405742,1824.6914,7390000.0,4050.0,461875.0,,115456.0,6.52704e-05,0.1,1.2792721 +13060.0,13056.3,-0.024279742,1824.9075,7400000.0,4055.0,462500.0,,115616.0,6.50144e-05,0.1,1.4164186 +13018.0,13059.82,-0.021471815,1825.1232,7410000.0,4060.0,463125.0,,115776.0,6.47584e-05,0.1,1.268475 +13026.0,13063.32,-0.024178574,1825.3383,7420000.0,4065.0,463750.0,,115936.0,6.45024e-05,0.1,1.3624951 +13054.0,13067.1,-0.022863299,1825.5529,7430000.0,4070.0,464375.0,,116064.0,6.42976e-05,0.1,1.2520982 +13064.0,13071.72,-0.022683704,1825.7668,7440000.0,4075.0,465000.0,,116224.0,6.40416e-05,0.1,1.3662639 +13110.0,13077.56,-0.022350073,1825.9803,7450000.0,4080.0,465625.0,,116384.0,6.37856e-05,0.1,1.3637159 +13108.0,13085.0,-0.02305241,1826.6405,7460000.0,4084.0,466250.0,,116544.0,6.35296e-05,0.1,1.3416553 +13150.0,13092.48,-0.023195459,1826.4059,7470000.0,4090.0,466875.0,,116704.0,6.32736e-05,0.1,1.3498898 +13150.0,13099.98,-0.021343298,1826.6178,7480000.0,4095.0,467500.0,,116864.0,6.30176e-05,0.1,1.3518379 +13110.0,13107.08,-0.02040276,1826.8292,7490000.0,4100.0,468125.0,,117024.0,6.27616e-05,0.1,1.375157 +13138.0,13114.28,-0.02309278,1827.0402,7500000.0,4105.0,468750.0,,117184.0,6.25056e-05,0.1,1.3965582 +13138.0,13121.38,-0.021234527,1827.2506,7510000.0,4110.0,469375.0,,117312.0,6.23008e-05,0.1,1.2720172 +13144.0,13127.6,-0.021960678,1827.4606,7520000.0,4115.0,470000.0,,117472.0,6.20448e-05,0.1,1.3895018 +13154.0,13133.9,-0.021756247,1827.6699,7530000.0,4120.0,470625.0,,117632.0,6.17888e-05,0.1,1.2644777 +13114.0,13139.52,-0.02088392,1827.8788,7540000.0,4125.0,471250.0,,117792.0,6.15328e-05,0.1,1.3204665 +13308.0,13147.4,-0.023419786,1828.0872,7550000.0,4130.0,471875.0,,117952.0,6.12768e-05,0.1,1.2211577 +13300.0,13155.4,-0.021594947,1828.295,7560000.0,4135.0,472500.0,,118112.0,6.10208e-05,0.1,1.3266003 +13346.0,13164.56,-0.021926796,1828.5024,7570000.0,4140.0,473125.0,,118272.0,6.07648e-05,0.1,1.2552981 +13440.0,13173.7,-0.021108793,1829.1506,7580000.0,4144.0,473750.0,,118432.0,6.05088e-05,0.1,1.299104 +13452.0,13183.22,-0.023152737,1829.3564,7590000.0,4149.0,474375.0,,118592.0,6.02528e-05,0.1,1.2682941 +13420.0,13192.0,-0.02248149,1830.0024,7600000.0,4153.0,475000.0,,118720.0,6.0048e-05,0.1,1.2887484 +13574.0,13202.74,-0.022272775,1830.2068,7610000.0,4158.0,475625.0,,118880.0,5.9792e-05,0.1,1.266491 +13566.0,13213.48,-0.020981291,1830.4108,7620000.0,4163.0,476250.0,,119040.0,5.9536e-05,0.1,1.3327469 +13618.0,13224.22,-0.019757736,1830.6143,7630000.0,4168.0,476875.0,,119200.0,5.928e-05,0.1,1.2668623 +13694.0,13235.7,-0.02159471,1830.8171,7640000.0,4173.0,477500.0,,119360.0,5.9024e-05,0.1,1.3736455 +13742.0,13246.52,-0.022465372,1831.0197,7650000.0,4178.0,478125.0,,119520.0,5.8768e-05,0.1,1.2439551 +13828.0,13258.02,-0.023715857,1831.2216,7660000.0,4183.0,478750.0,,119680.0,5.8512e-05,0.1,1.3542719 +13838.0,13269.46,-0.021318894,1831.4231,7670000.0,4188.0,479375.0,,119840.0,5.8256e-05,0.1,1.2692063 +13864.0,13280.58,-0.020338878,1831.6241,7680000.0,4193.0,480000.0,,120000.0,5.8e-05,0.1,1.3242378 +13880.0,13292.4,-0.018124215,1831.8247,7690000.0,4198.0,480625.0,,120128.0,5.77952e-05,0.1,1.2666886 +13894.0,13305.34,-0.020335399,1832.0248,7700000.0,4203.0,481250.0,,120288.0,5.75392e-05,0.1,1.2147909 +13848.0,13317.98,-0.02094284,1832.6599,7710000.0,4207.0,481875.0,,120448.0,5.72832e-05,0.1,1.1773062 +13858.0,13330.72,-0.020836292,1832.4235,7720000.0,4213.0,482500.0,,120608.0,5.70272e-05,0.1,1.2432046 +13860.0,13343.46,-0.021509364,1832.6221,7730000.0,4218.0,483125.0,,120768.0,5.67712e-05,0.1,1.3022423 +13798.0,13355.54,-0.021059945,1832.8203,7740000.0,4223.0,483750.0,,120928.0,5.65152e-05,0.1,1.2997377 +13798.0,13367.64,-0.020939881,1833.018,7750000.0,4228.0,484375.0,,121088.0,5.62592e-05,0.1,1.1854973 +13828.0,13380.18,-0.021311905,1833.6484,7760000.0,4232.0,485000.0,,121248.0,5.60032e-05,0.1,1.2741932 +13824.0,13392.24,-0.021591393,1834.2776,7770000.0,4236.0,485625.0,,121376.0,5.57984e-05,0.1,1.3679805 +13892.0,13404.48,-0.022297282,1834.473,7780000.0,4241.0,486250.0,,121536.0,5.55424e-05,0.1,1.3074439 +13966.0,13416.86,-0.021997534,1834.668,7790000.0,4246.0,486875.0,,121696.0,5.52864e-05,0.1,1.3708405 +13968.0,13427.82,-0.022716384,1834.8624,7800000.0,4251.0,487500.0,,121856.0,5.50304e-05,0.1,1.2137853 +13968.0,13437.52,-0.021957975,1835.0564,7810000.0,4256.0,488125.0,,122016.0,5.47744e-05,0.1,1.385776 +13934.0,13445.96,-0.021613242,1835.25,7820000.0,4261.0,488750.0,,122176.0,5.45184e-05,0.1,1.2691743 +13934.0,13455.14,-0.02219384,1835.443,7830000.0,4266.0,489375.0,,122336.0,5.42624e-05,0.1,1.2265732 +13934.0,13464.46,-0.022183659,1835.6357,7840000.0,4271.0,490000.0,,122496.0,5.40064e-05,0.1,1.3111894 +13866.0,13473.4,-0.020914821,1835.8279,7850000.0,4276.0,490625.0,,122656.0,5.37504e-05,0.1,1.2523246 +13914.0,13482.82,-0.019763337,1836.0197,7860000.0,4281.0,491250.0,,122784.0,5.35456e-05,0.1,1.1350975 +13914.0,13491.94,-0.019270252,1836.6394,7870000.0,4285.0,491875.0,,122944.0,5.32896e-05,0.1,1.1846112 +13914.0,13501.34,-0.019315448,1836.8298,7880000.0,4290.0,492500.0,,123104.0,5.30336e-05,0.1,1.3720641 +13960.0,13511.18,-0.018424649,1837.0198,7890000.0,4295.0,493125.0,,123264.0,5.27776e-05,0.1,1.2363816 +13960.0,13520.92,-0.022223229,1837.2094,7900000.0,4300.0,493750.0,,123424.0,5.25216e-05,0.1,1.2295734 +13960.0,13529.16,-0.021703912,1837.3983,7910000.0,4305.0,494375.0,,123584.0,5.22656e-05,0.1,1.2770778 +13926.0,13536.5,-0.019498145,1837.587,7920000.0,4310.0,495000.0,,123744.0,5.20096e-05,0.1,1.2303437 +13936.0,13543.76,-0.02024024,1837.7751,7930000.0,4315.0,495625.0,,123904.0,5.17536e-05,0.1,1.2485628 +13930.0,13550.94,-0.021177229,1838.3885,7940000.0,4319.0,496250.0,,124032.0,5.15488e-05,0.1,1.2980996 +13928.0,13558.38,-0.020256294,1838.1503,7950000.0,4325.0,496875.0,,124192.0,5.12928e-05,0.1,1.3575027 +13928.0,13565.0,-0.02207804,1838.7618,7960000.0,4329.0,497500.0,,124352.0,5.10368e-05,0.1,1.2346394 +13912.0,13570.48,-0.02301368,1838.9479,7970000.0,4334.0,498125.0,,124512.0,5.07808e-05,0.1,1.3115327 +13974.0,13575.42,-0.021864222,1839.1334,7980000.0,4339.0,498750.0,,124672.0,5.05248e-05,0.1,1.2800934 +14022.0,13580.74,-0.020267146,1839.3186,7990000.0,4344.0,499375.0,,124832.0,5.02688e-05,0.1,1.2070098 +14022.0,13586.1,-0.017731437,1839.5033,8000000.0,4349.0,500000.0,,124992.0,5.00128e-05,0.1,1.2760619 +14022.0,13590.56,-0.019320803,1839.6876,8010000.0,4354.0,500625.0,,125152.0,4.97568e-05,0.1,1.2271225 +14002.0,13594.8,-0.020218622,1839.8716,8020000.0,4359.0,501250.0,,125312.0,4.95008e-05,0.1,1.2242832 +13976.0,13598.6,-0.020758936,1840.4767,8030000.0,4363.0,501875.0,,125440.0,4.9296e-05,0.1,1.2251811 +13934.0,13600.88,-0.021122735,1840.6593,8040000.0,4368.0,502500.0,,125600.0,4.904e-05,0.1,1.2731113 +13964.0,13603.74,-0.019398618,1840.8416,8050000.0,4373.0,503125.0,,125760.0,4.8784e-05,0.1,1.2744277 +13964.0,13606.64,-0.019486059,1841.0233,8060000.0,4378.0,503750.0,,125920.0,4.8528e-05,0.1,1.2140325 +13932.0,13608.24,-0.019114567,1841.2047,8070000.0,4383.0,504375.0,,126080.0,4.8272e-05,0.1,1.2812479 +13954.0,13610.56,-0.01957966,1841.8053,8080000.0,4387.0,505000.0,,126240.0,4.8016e-05,0.1,1.1506307 +13918.0,13612.54,-0.02040066,1841.9855,8090000.0,4392.0,505625.0,,126400.0,4.776e-05,0.1,1.1556774 +13976.0,13614.72,-0.021122023,1842.1652,8100000.0,4397.0,506250.0,,126560.0,4.7504e-05,0.1,1.2933567 +14004.0,13617.2,-0.020507095,1842.3444,8110000.0,4402.0,506875.0,,126688.0,4.72992e-05,0.1,1.114733 +14004.0,13619.54,-0.019685386,1842.5233,8120000.0,4407.0,507500.0,,126848.0,4.70432e-05,0.1,1.2793751 +14078.0,13622.62,-0.019990481,1842.7018,8130000.0,4412.0,508125.0,,127008.0,4.67872e-05,0.1,1.2149303 +14078.0,13625.74,-0.021284878,1843.2971,8140000.0,4416.0,508750.0,,127168.0,4.65312e-05,0.1,1.290003 +14080.0,13628.88,-0.020781444,1843.4744,8150000.0,4421.0,509375.0,,127328.0,4.62752e-05,0.1,1.1972027 +14032.0,13631.54,-0.016838355,1843.6511,8160000.0,4426.0,510000.0,,127488.0,4.60192e-05,0.1,1.3382106 +14068.0,13634.44,-0.022134459,1843.8276,8170000.0,4431.0,510625.0,,127648.0,4.57632e-05,0.1,1.23206 +14040.0,13636.82,-0.019592686,1844.0037,8180000.0,4436.0,511250.0,,127808.0,4.55072e-05,0.1,1.2703447 +14040.0,13640.08,-0.020200873,1844.1792,8190000.0,4441.0,511875.0,,127968.0,4.52512e-05,0.1,1.2809488 +14048.0,13643.32,-0.019302629,1844.3545,8200000.0,4446.0,512500.0,,128096.0,4.50464e-05,0.1,1.2410846 +14048.0,13647.5,-0.021734476,1844.115,8210000.0,4452.0,513125.0,,128256.0,4.47904e-05,0.1,1.2585051 +14078.0,13651.2,-0.019587614,1844.2899,8220000.0,4457.0,513750.0,,128416.0,4.45344e-05,0.1,1.1989669 +14080.0,13655.34,-0.01971847,1844.4644,8230000.0,4462.0,514375.0,,128576.0,4.42784e-05,0.1,1.3019124 +14070.0,13660.28,-0.0179069,1844.6384,8240000.0,4467.0,515000.0,,128736.0,4.40224e-05,0.1,1.2485149 +14050.0,13666.76,-0.020159036,1844.8121,8250000.0,4472.0,515625.0,,128896.0,4.37664e-05,0.1,1.2054946 +13962.0,13672.36,-0.020666093,1844.9855,8260000.0,4477.0,516250.0,,129056.0,4.35104e-05,0.1,1.319431 +13962.0,13679.48,-0.021771327,1845.1584,8270000.0,4482.0,516875.0,,129216.0,4.32544e-05,0.1,1.245216 +13962.0,13686.62,-0.019236032,1845.7423,8280000.0,4486.0,517500.0,,129344.0,4.30496e-05,0.1,1.3402147 +13980.0,13694.78,-0.021496568,1845.9141,8290000.0,4491.0,518125.0,,129504.0,4.27936e-05,0.1,1.2232912 +13974.0,13702.96,-0.019834716,1846.0854,8300000.0,4496.0,518750.0,,129664.0,4.25376e-05,0.1,1.1687934 +13930.0,13710.78,-0.018292116,1846.2563,8310000.0,4501.0,519375.0,,129824.0,4.22816e-05,0.1,1.3137486 +13900.0,13718.3,-0.020435115,1846.427,8320000.0,4506.0,520000.0,,129984.0,4.20256e-05,0.1,1.2842612 +13954.0,13726.66,-0.020739056,1846.5972,8330000.0,4511.0,520625.0,,130144.0,4.17696e-05,0.1,1.289723 +13954.0,13734.62,-0.02089618,1846.7671,8340000.0,4516.0,521250.0,,130304.0,4.15136e-05,0.1,1.2381052 +13906.0,13742.1,-0.021064306,1846.9365,8350000.0,4521.0,521875.0,,130464.0,4.12576e-05,0.1,1.1971273 +13902.0,13749.44,-0.021085108,1847.1056,8360000.0,4526.0,522500.0,,130624.0,4.10016e-05,0.1,1.2454793 +13902.0,13757.12,-0.021208057,1847.2743,8370000.0,4531.0,523125.0,,130752.0,4.07968e-05,0.1,1.2451105 +13922.0,13765.16,-0.02048504,1847.4426,8380000.0,4536.0,523750.0,,130912.0,4.05408e-05,0.1,1.279532 +13980.0,13774.08,-0.020173213,1848.0176,8390000.0,4540.0,524375.0,,131072.0,4.02848e-05,0.1,1.2413844 +13874.0,13782.22,-0.020856885,1848.1848,8400000.0,4545.0,525000.0,,131232.0,4.00288e-05,0.1,1.2451986 +13874.0,13790.78,-0.01975338,1848.3517,8410000.0,4550.0,525625.0,,131392.0,3.97728e-05,0.1,1.2537053 +13948.0,13800.0,-0.019716317,1848.5181,8420000.0,4555.0,526250.0,,131552.0,3.95168e-05,0.1,1.2518322 +13918.0,13808.64,-0.018988702,1849.0897,8430000.0,4559.0,526875.0,,131712.0,3.92608e-05,0.1,1.2046808 +13918.0,13817.18,-0.018633818,1849.255,8440000.0,4564.0,527500.0,,131872.0,3.90048e-05,0.1,1.2698836 +13972.0,13825.8,-0.020155938,1849.8248,8450000.0,4568.0,528125.0,,132000.0,3.88e-05,0.1,1.2716968 +14036.0,13835.08,-0.019685017,1850.3937,8460000.0,4572.0,528750.0,,132160.0,3.8544e-05,0.1,1.3410985 +13998.0,13843.56,-0.021077503,1850.5571,8470000.0,4577.0,529375.0,,132320.0,3.8288e-05,0.1,1.2369285 +13982.0,13851.88,-0.019545559,1851.1243,8480000.0,4581.0,530000.0,,132480.0,3.8032e-05,0.1,1.3247758 +13986.0,13860.64,-0.018566603,1851.2865,8490000.0,4586.0,530625.0,,132640.0,3.7776e-05,0.1,1.2126352 +13986.0,13869.12,-0.01848003,1851.8518,8500000.0,4590.0,531250.0,,132800.0,3.752e-05,0.1,1.2628058 +13990.0,13877.64,-0.02029595,1852.0131,8510000.0,4595.0,531875.0,,132960.0,3.7264e-05,0.1,1.3079723 +13974.0,13885.94,-0.021949176,1852.174,8520000.0,4600.0,532500.0,,133120.0,3.7008e-05,0.1,1.2506641 +14006.0,13894.46,-0.019065602,1852.7367,8530000.0,4604.0,533125.0,,133280.0,3.6752e-05,0.1,1.2569721 +14008.0,13903.4,-0.021614386,1853.2986,8540000.0,4608.0,533750.0,,133408.0,3.65472e-05,0.1,1.3272309 +13996.0,13910.28,-0.01975425,1853.4576,8550000.0,4613.0,534375.0,,133568.0,3.62912e-05,0.1,1.3529915 +13960.0,13916.88,-0.019930277,1853.6163,8560000.0,4618.0,535000.0,,133728.0,3.60352e-05,0.1,1.3694351 +13938.0,13922.8,-0.022384467,1853.7747,8570000.0,4623.0,535625.0,,133888.0,3.57792e-05,0.1,1.3295147 +13954.0,13927.94,-0.01950011,1853.9326,8580000.0,4628.0,536250.0,,134048.0,3.55232e-05,0.1,1.224277 +13980.0,13933.22,-0.019457767,1854.4905,8590000.0,4632.0,536875.0,,134208.0,3.52672e-05,0.1,1.4070327 +13908.0,13938.1,-0.019186072,1854.6475,8600000.0,4637.0,537500.0,,134368.0,3.50112e-05,0.1,1.3082511 +13906.0,13941.42,-0.020280277,1855.2036,8610000.0,4641.0,538125.0,,134528.0,3.47552e-05,0.1,1.3822379 +13914.0,13944.9,-0.019825201,1855.3595,8620000.0,4646.0,538750.0,,134656.0,3.45504e-05,0.1,1.2857699 +13932.0,13948.04,-0.018519243,1855.914,8630000.0,4650.0,539375.0,,134816.0,3.42944e-05,0.1,1.3287594 +13974.0,13950.84,-0.02112015,1856.0687,8640000.0,4655.0,540000.0,,134976.0,3.40384e-05,0.1,1.3904113 +13954.0,13952.96,-0.020824948,1856.2231,8650000.0,4660.0,540625.0,,135136.0,3.37824e-05,0.1,1.3683157 +13918.0,13953.86,-0.017949075,1856.3773,8660000.0,4665.0,541250.0,,135296.0,3.35264e-05,0.1,1.3756152 +13916.0,13954.64,-0.02063169,1856.531,8670000.0,4670.0,541875.0,,135456.0,3.32704e-05,0.1,1.2980652 +13916.0,13955.16,-0.019963749,1856.6844,8680000.0,4675.0,542500.0,,135616.0,3.30144e-05,0.1,1.3951234 +13916.0,13955.52,-0.020468168,1857.2345,8690000.0,4679.0,543125.0,,135776.0,3.27584e-05,0.1,1.3373156 +13858.0,13955.16,-0.019719683,1857.3868,8700000.0,4684.0,543750.0,,135936.0,3.25024e-05,0.1,1.3295532 +13826.0,13954.94,-0.018652923,1857.539,8710000.0,4689.0,544375.0,,136064.0,3.22976e-05,0.1,1.2416584 +13876.0,13955.12,-0.019015707,1858.0865,8720000.0,4693.0,545000.0,,136224.0,3.20416e-05,0.1,1.2917516 +13877.0,13955.29,-0.019319346,1858.2375,8730000.0,4698.0,545625.0,,136384.0,3.17856e-05,0.1,1.3138974 +13877.0,13956.08,-0.021469591,1858.3883,8740000.0,4703.0,546250.0,,136544.0,3.15296e-05,0.1,1.2630816 +13879.0,13956.89,-0.019440066,1858.9335,8750000.0,4707.0,546875.0,,136704.0,3.12736e-05,0.1,1.2718005 +13827.0,13956.88,-0.02171136,1859.0833,8760000.0,4712.0,547500.0,,136864.0,3.10176e-05,0.1,1.3416283 +13917.0,13957.81,-0.02003838,1859.2325,8770000.0,4717.0,548125.0,,137024.0,3.07616e-05,0.1,1.2623477 +13947.0,13958.36,-0.02065526,1859.7755,8780000.0,4721.0,548750.0,,137184.0,3.05056e-05,0.1,1.2839327 +13939.0,13958.09,-0.019571941,1859.9238,8790000.0,4726.0,549375.0,,137312.0,3.03008e-05,0.1,1.1370505 +13939.0,13957.8,-0.019124266,1860.4651,8800000.0,4730.0,550000.0,,137472.0,3.00448e-05,0.1,1.2834903 +13887.0,13956.99,-0.01963583,1860.6124,8810000.0,4735.0,550625.0,,137632.0,2.97888e-05,0.1,1.2896035 +13889.0,13956.54,-0.018960986,1861.1521,8820000.0,4739.0,551250.0,,137792.0,2.95328e-05,0.1,1.3219569 +13905.0,13956.25,-0.020064412,1861.2985,8830000.0,4744.0,551875.0,,137952.0,2.92768e-05,0.1,1.2187526 +13905.0,13955.96,-0.020053776,1861.0526,8840000.0,4750.0,552500.0,,138112.0,2.90208e-05,0.1,1.2442626 +13939.0,13956.69,-0.020181887,1861.1987,8850000.0,4755.0,553125.0,,138272.0,2.87648e-05,0.1,1.2374214 +13915.0,13956.7,-0.018775094,1861.3445,8860000.0,4760.0,553750.0,,138432.0,2.85088e-05,0.1,1.268889 +13893.0,13956.49,-0.018566277,1861.8807,8870000.0,4764.0,554375.0,,138592.0,2.82528e-05,0.1,1.1991823 +13877.0,13956.12,-0.018309416,1862.4161,8880000.0,4768.0,555000.0,,138720.0,2.8048e-05,0.1,1.2031868 +13879.0,13955.31,-0.0205971,1862.5602,8890000.0,4773.0,555625.0,,138880.0,2.7792e-05,0.1,1.1959198 +13879.0,13954.5,-0.019037114,1862.7041,8900000.0,4778.0,556250.0,,139040.0,2.7536e-05,0.1,1.2441518 +13841.0,13953.31,-0.017087555,1863.2372,8910000.0,4782.0,556875.0,,139200.0,2.728e-05,0.1,1.2433624 +13827.0,13952.32,-0.017511208,1863.38,8920000.0,4787.0,557500.0,,139360.0,2.7024e-05,0.1,1.1879897 +13883.0,13951.79,-0.01889578,1863.9115,8930000.0,4791.0,558125.0,,139520.0,2.6768e-05,0.1,1.2648107 +13737.0,13949.86,-0.017384592,1864.0533,8940000.0,4796.0,558750.0,,139680.0,2.6512e-05,0.1,1.3563079 +13727.0,13947.85,-0.019828327,1864.5834,8950000.0,4800.0,559375.0,,139840.0,2.6256e-05,0.1,1.3171308 +13727.0,13945.84,-0.018211212,1864.7242,8960000.0,4805.0,560000.0,,140000.0,2.6e-05,0.1,1.1864293 +13665.0,13943.37,-0.018902123,1865.2527,8970000.0,4809.0,560625.0,,140128.0,2.57952e-05,0.1,1.2517066 +13627.0,13939.9,-0.019026756,1865.3926,8980000.0,4814.0,561250.0,,140288.0,2.55392e-05,0.1,1.3663354 +13629.0,13935.97,-0.01633679,1865.9194,8990000.0,4818.0,561875.0,,140448.0,2.52832e-05,0.1,1.3065122 +13631.0,13932.06,-0.018243717,1866.0585,9000000.0,4823.0,562500.0,,140608.0,2.50272e-05,0.1,1.2957902 +13623.0,13928.07,-0.019988457,1866.5837,9010000.0,4827.0,563125.0,,140768.0,2.47712e-05,0.1,1.2769649 +13623.0,13924.28,-0.017710093,1866.7218,9020000.0,4832.0,563750.0,,140928.0,2.45152e-05,0.1,1.2140174 +13677.0,13921.29,-0.018914133,1867.2456,9030000.0,4836.0,564375.0,,141088.0,2.42592e-05,0.1,1.234966 +13713.0,13919.08,-0.017375093,1867.3828,9040000.0,4841.0,565000.0,,141248.0,2.40032e-05,0.1,1.3566252 +13701.0,13916.45,-0.019699331,1867.905,9050000.0,4845.0,565625.0,,141376.0,2.37984e-05,0.1,1.2883844 +13701.0,13913.82,-0.019813433,1868.4265,9060000.0,4849.0,566250.0,,141536.0,2.35424e-05,0.1,1.2265974 +13759.0,13912.09,-0.020370811,1868.947,9070000.0,4853.0,566875.0,,141696.0,2.32864e-05,0.1,1.2560533 +13697.0,13909.52,-0.017210979,1869.0819,9080000.0,4858.0,567500.0,,141856.0,2.30304e-05,0.1,1.3153596 +13618.0,13906.52,-0.017892227,1869.2166,9090000.0,4863.0,568125.0,,142016.0,2.27744e-05,0.1,1.276963 +13586.0,13902.62,-0.017502697,1869.3508,9100000.0,4868.0,568750.0,,142176.0,2.25184e-05,0.1,1.3009579 +13568.0,13898.26,-0.018350149,1869.8687,9110000.0,4872.0,569375.0,,142336.0,2.22624e-05,0.1,1.2758038 +13568.0,13893.9,-0.01793298,1870.0021,9120000.0,4877.0,570000.0,,142496.0,2.20064e-05,0.1,1.3080729 +13556.0,13888.68,-0.015601268,1870.1351,9130000.0,4882.0,570625.0,,142656.0,2.17504e-05,0.1,1.2829008 +13556.0,13883.46,-0.018977428,1870.6509,9140000.0,4886.0,571250.0,,142784.0,2.15456e-05,0.1,1.3494192 +13554.0,13878.2,-0.018830916,1870.7831,9150000.0,4891.0,571875.0,,142944.0,2.12896e-05,0.1,1.2653542 +13574.0,13873.62,-0.018216062,1870.915,9160000.0,4896.0,572500.0,,143104.0,2.10336e-05,0.1,1.3209895 +13570.0,13868.64,-0.016498411,1871.0468,9170000.0,4901.0,573125.0,,143264.0,2.07776e-05,0.1,1.2008641 +13570.0,13863.94,-0.016782591,1871.1781,9180000.0,4906.0,573750.0,,143424.0,2.05216e-05,0.1,1.254159 +13570.0,13859.24,-0.017971527,1871.3093,9190000.0,4911.0,574375.0,,143584.0,2.02656e-05,0.1,1.2281858 +13530.0,13854.06,-0.017295206,1871.4402,9200000.0,4916.0,575000.0,,143744.0,2.00096e-05,0.1,1.2169282 +13530.0,13848.88,-0.019839944,1871.9512,9210000.0,4920.0,575625.0,,143904.0,1.97536e-05,0.1,1.2227476 +13528.0,13843.38,-0.018663008,1872.4614,9220000.0,4924.0,576250.0,,144032.0,1.95488e-05,0.1,1.2557564 +13578.0,13838.36,-0.016463656,1872.5908,9230000.0,4929.0,576875.0,,144192.0,1.92928e-05,0.1,1.2437587 +13578.0,13833.44,-0.01779025,1873.0995,9240000.0,4933.0,577500.0,,144352.0,1.90368e-05,0.1,1.2114521 +13604.0,13828.98,-0.01741742,1873.228,9250000.0,4938.0,578125.0,,144512.0,1.87808e-05,0.1,1.2638934 +13596.0,13825.32,-0.01684485,1873.7354,9260000.0,4942.0,578750.0,,144672.0,1.85248e-05,0.1,1.247288 +13610.0,13821.8,-0.017217334,1873.8629,9270000.0,4947.0,579375.0,,144832.0,1.82688e-05,0.1,1.1948776 +13642.0,13818.6,-0.017740896,1874.3688,9280000.0,4951.0,580000.0,,144992.0,1.80128e-05,0.1,1.2722726 +13636.0,13815.16,-0.015314859,1874.4956,9290000.0,4956.0,580625.0,,145152.0,1.77568e-05,0.1,1.3149745 +13670.0,13812.12,-0.015481413,1875.0,9300000.0,4960.0,581250.0,,145312.0,1.75008e-05,0.1,1.2741266 +13712.0,13809.94,-0.017596439,1875.5037,9310000.0,4964.0,581875.0,,145440.0,1.7296e-05,0.1,1.1166747 +13694.0,13807.88,-0.01709893,1875.6289,9320000.0,4969.0,582500.0,,145600.0,1.704e-05,0.1,1.2781029 +13648.0,13804.82,-0.017738605,1876.1311,9330000.0,4973.0,583125.0,,145760.0,1.6784e-05,0.1,1.2131547 +13748.0,13802.76,-0.01720019,1876.2555,9340000.0,4978.0,583750.0,,145920.0,1.6528e-05,0.1,1.3060241 +13758.0,13801.28,-0.01671455,1876.7563,9350000.0,4982.0,584375.0,,146080.0,1.6272e-05,0.1,1.1412725 +13706.0,13799.32,-0.016281568,1877.2563,9360000.0,4986.0,585000.0,,146240.0,1.6016e-05,0.1,1.3117406 +13708.0,13797.38,-0.016835282,1877.3793,9370000.0,4991.0,585625.0,,146400.0,1.576e-05,0.1,1.191527 +13616.0,13794.32,-0.016255919,1877.8779,9380000.0,4995.0,586250.0,,146560.0,1.5504e-05,0.1,1.1421487 +13640.0,13790.92,-0.01647435,1878.3757,9390000.0,4999.0,586875.0,,146688.0,1.52992e-05,0.1,1.1433321 +13618.0,13788.36,-0.017537056,1878.4972,9400000.0,5004.0,587500.0,,146848.0,1.50432e-05,0.1,1.178551 +13576.0,13785.38,-0.017275339,1878.6185,9410000.0,5009.0,588125.0,,147008.0,1.47872e-05,0.1,1.1974349 +13624.0,13782.14,-0.016296284,1878.7395,9420000.0,5014.0,588750.0,,147168.0,1.45312e-05,0.1,1.1228573 +13620.0,13779.16,-0.016441016,1878.8604,9430000.0,5019.0,589375.0,,147328.0,1.42752e-05,0.1,1.2251747 +13600.0,13775.98,-0.016328558,1878.9808,9440000.0,5024.0,590000.0,,147488.0,1.40192e-05,0.1,1.2224884 +13626.0,13772.52,-0.01582741,1879.475,9450000.0,5028.0,590625.0,,147648.0,1.37632e-05,0.1,1.2348683 +13664.0,13768.8,-0.016307972,1879.5947,9460000.0,5033.0,591250.0,,147808.0,1.35072e-05,0.1,1.2660298 +13714.0,13765.96,-0.016715132,1880.0874,9470000.0,5037.0,591875.0,,147968.0,1.32512e-05,0.1,1.22525 +13730.0,13763.44,-0.017488806,1880.2063,9480000.0,5042.0,592500.0,,148096.0,1.30464e-05,0.1,1.2213485 +13730.0,13760.88,-0.016455142,1880.6976,9490000.0,5046.0,593125.0,,148256.0,1.27904e-05,0.1,1.2281847 +13816.0,13759.18,-0.01623223,1880.8157,9500000.0,5051.0,593750.0,,148416.0,1.25344e-05,0.1,1.2026864 +13772.0,13757.0,-0.015922561,1880.9336,9510000.0,5056.0,594375.0,,148576.0,1.22784e-05,0.1,1.214027 +13774.0,13755.0,-0.01672213,1881.423,9520000.0,5060.0,595000.0,,148736.0,1.20224e-05,0.1,1.294862 +13772.0,13752.66,-0.01649125,1881.54,9530000.0,5065.0,595625.0,,148896.0,1.17664e-05,0.1,1.2281165 +13798.0,13750.56,-0.014738361,1881.6569,9540000.0,5070.0,596250.0,,149056.0,1.15104e-05,0.1,1.2040467 +13798.0,13748.58,-0.0146741625,1881.7734,9550000.0,5075.0,596875.0,,149216.0,1.12544e-05,0.1,1.2009325 +13790.0,13746.88,-0.015796212,1882.2603,9560000.0,5079.0,597500.0,,149344.0,1.10496e-05,0.1,1.2400124 +13830.0,13745.8,-0.015838055,1882.3761,9570000.0,5084.0,598125.0,,149504.0,1.07936e-05,0.1,1.2222242 +13834.0,13744.6,-0.014945964,1882.8617,9580000.0,5088.0,598750.0,,149664.0,1.05376e-05,0.1,1.199944 +13840.0,13743.2,-0.013167777,1883.3464,9590000.0,5092.0,599375.0,,149824.0,1.02816e-05,0.1,1.2576121 +13794.0,13742.06,-0.015867721,1883.4608,9600000.0,5097.0,600000.0,,149984.0,1.00256e-05,0.1,1.187713 +13794.0,13740.94,-0.014247775,1883.9443,9610000.0,5101.0,600625.0,,150144.0,9.7696e-06,0.1,1.184418 +13774.0,13739.54,-0.015193853,1884.058,9620000.0,5106.0,601250.0,,150304.0,9.5136e-06,0.1,1.2125697 +13732.0,13737.54,-0.0144407395,1884.5402,9630000.0,5110.0,601875.0,,150464.0,9.2576e-06,0.1,1.1601573 +13694.0,13734.74,-0.01443931,1884.653,9640000.0,5115.0,602500.0,,150624.0,9.0016e-06,0.1,1.2226923 +13700.0,13732.2,-0.015317088,1885.1338,9650000.0,5119.0,603125.0,,150752.0,8.7968e-06,0.1,1.2056546 +13734.0,13730.36,-0.015203702,1885.2458,9660000.0,5124.0,603750.0,,150912.0,8.5408e-06,0.1,1.2497408 +13760.0,13728.8,-0.013718741,1885.3578,9670000.0,5129.0,604375.0,,151072.0,8.2848e-06,0.1,1.1878228 +13856.0,13728.2,-0.014963462,1885.8368,9680000.0,5133.0,605000.0,,151232.0,8.0288e-06,0.1,1.2675604 +13902.0,13728.06,-0.014546188,1885.9479,9690000.0,5138.0,605625.0,,151392.0,7.7728e-06,0.1,1.2269162 +13910.0,13728.58,-0.014308476,1886.4255,9700000.0,5142.0,606250.0,,151552.0,7.5168e-06,0.1,1.2043207 +13910.0,13729.42,-0.014270045,1886.5359,9710000.0,5147.0,606875.0,,151712.0,7.2608e-06,0.1,1.1946223 +13888.0,13729.54,-0.013015233,1886.646,9720000.0,5152.0,607500.0,,151872.0,7.0048e-06,0.1,1.2451203 +13970.0,13730.47,-0.012971301,1887.1218,9730000.0,5156.0,608125.0,,152000.0,6.8e-06,0.1,1.2462664 +13972.0,13731.42,-0.015224462,1887.2312,9740000.0,5161.0,608750.0,,152160.0,6.544e-06,0.1,1.218611 +14008.0,13732.71,-0.015016862,1887.3403,9750000.0,5166.0,609375.0,,152320.0,6.288e-06,0.1,1.2398615 +14074.0,13735.18,-0.0148506835,1887.8143,9760000.0,5170.0,610000.0,,152480.0,6.032e-06,0.1,1.2303748 +14024.0,13736.25,-0.014809752,1887.9227,9770000.0,5175.0,610625.0,,152640.0,5.776e-06,0.1,1.2580892 +14048.0,13737.26,-0.01386896,1888.3954,9780000.0,5179.0,611250.0,,152800.0,5.52e-06,0.1,1.3381622 +14072.0,13738.59,-0.013804254,1888.503,9790000.0,5184.0,611875.0,,152960.0,5.264e-06,0.1,1.3111367 +14070.0,13739.9,-0.013753254,1888.9746,9800000.0,5188.0,612500.0,,153120.0,5.008e-06,0.1,1.2831413 +14086.0,13741.89,-0.010995268,1889.0814,9810000.0,5193.0,613125.0,,153280.0,4.752e-06,0.1,1.2390597 +14074.0,13743.74,-0.013690453,1889.5516,9820000.0,5197.0,613750.0,,153408.0,4.5472e-06,0.1,1.1873944 +14120.0,13745.89,-0.01297436,1890.0211,9830000.0,5201.0,614375.0,,153568.0,4.2912e-06,0.1,1.1191483 +14120.0,13748.04,-0.014167131,1890.1268,9840000.0,5206.0,615000.0,,153728.0,4.0352e-06,0.1,1.2481294 +14100.0,13749.65,-0.013302228,1890.595,9850000.0,5210.0,615625.0,,153888.0,3.7792e-06,0.1,1.2308983 +14036.0,13750.86,-0.012891243,1890.7,9860000.0,5215.0,616250.0,,154048.0,3.5232e-06,0.1,1.2607839 +14046.0,13752.39,-0.011566004,1891.1669,9870000.0,5219.0,616875.0,,154208.0,3.2672e-06,0.1,1.159616 +14032.0,13753.94,-0.012577213,1891.271,9880000.0,5224.0,617500.0,,154368.0,3.0112e-06,0.1,1.2342634 +14014.0,13755.29,-0.012679231,1891.7368,9890000.0,5228.0,618125.0,,154528.0,2.7552e-06,0.1,1.2511555 +14014.0,13756.64,-0.012379201,1891.8402,9900000.0,5233.0,618750.0,,154656.0,2.5504e-06,0.1,1.1594006 +14014.0,13758.37,-0.012959233,1892.3048,9910000.0,5237.0,619375.0,,154816.0,2.2944e-06,0.1,1.2858896 +14036.0,13760.46,-0.012054757,1892.4075,9920000.0,5242.0,620000.0,,154976.0,2.0384e-06,0.1,1.1541591 +14036.0,13761.99,-0.0122052925,1892.8707,9930000.0,5246.0,620625.0,,155136.0,1.7824e-06,0.1,1.2535806 +14032.0,13764.94,-0.011687119,1892.9728,9940000.0,5251.0,621250.0,,155296.0,1.5264e-06,0.1,1.1494846 +14024.0,13767.91,-0.011345189,1893.4348,9950000.0,5255.0,621875.0,,155456.0,1.2704e-06,0.1,1.2157314 +14024.0,13770.88,-0.011939482,1893.5361,9960000.0,5260.0,622500.0,,155616.0,1.0144e-06,0.1,1.1828973 +14022.0,13774.45,-0.012112831,1893.997,9970000.0,5264.0,623125.0,,155776.0,7.584e-07,0.1,1.2894226 +14076.0,13778.94,-0.011597382,1894.0975,9980000.0,5269.0,623750.0,,155936.0,5.024e-07,0.1,1.2411064 +14076.0,13783.41,-0.0097630825,1894.5571,9990000.0,5273.0,624375.0,,156064.0,2.976e-07,0.1,1.2822764 +14082.0,13787.92,-0.011360059,1894.6571,10000000.0,5278.0,625000.0,,156224.0,4.16e-08,0.1,1.2940114 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_eval.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..f5733eb562de0911a81471c81c0ff9066b1ef35c --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 13787.919921875, + "strength": 8852.0712890625, + "max_strength": 14082.0, + "final_strength": 14044.0, + "sample_efficiency": 1.7031092625074962e-07, + "training_efficiency": 1.0903390830208082e-05, + "stability": 0.9985794425010681 + }, + "local": { + "mean_returns": [ + 40.0, + 55.0, + 50.0, + 45.0, + 52.0, + 40.0, + 36.0, + 44.0, + 54.0, + 60.0, + 70.0, + 76.0, + 82.0, + 80.0, + 72.0, + 66.0, + 60.0, + 54.0, + 54.0, + 58.0, + 52.0, + 54.0, + 62.0, + 62.0, + 62.0, + 70.0, + 90.0, + 86.0, + 96.0, + 98.0, + 78.0, + 92.0, + 86.0, + 84.0, + 90.0, + 90.0, + 96.0, + 100.0, + 104.0, + 106.0, + 100.0, + 114.0, + 114.0, + 126.0, + 136.0, + 118.0, + 116.0, + 104.0, + 100.0, + 104.0, + 82.0, + 90.0, + 92.0, + 96.0, + 90.0, + 102.0, + 80.0, + 78.0, + 80.0, + 76.0, + 70.0, + 62.0, + 74.0, + 64.0, + 74.0, + 84.0, + 78.0, + 64.0, + 72.0, + 86.0, + 92.0, + 94.0, + 110.0, + 108.0, + 112.0, + 104.0, + 110.0, + 112.0, + 108.0, + 116.0, + 108.0, + 104.0, + 120.0, + 106.0, + 104.0, + 112.0, + 104.0, + 94.0, + 110.0, + 112.0, + 104.0, + 90.0, + 80.0, + 72.0, + 72.0, + 72.0, + 78.0, + 98.0, + 98.0, + 96.0, + 92.0, + 90.0, + 76.0, + 64.0, + 54.0, + 42.0, + 44.0, + 38.0, + 50.0, + 58.0, + 74.0, + 76.0, + 80.0, + 74.0, + 70.0, + 58.0, + 46.0, + 44.0, + 46.0, + 44.0, + 44.0, + 62.0, + 72.0, + 90.0, + 84.0, + 82.0, + 72.0, + 66.0, + 54.0, + 62.0, + 66.0, + 68.0, + 70.0, + 74.0, + 74.0, + 74.0, + 76.0, + 80.0, + 86.0, + 92.0, + 88.0, + 90.0, + 98.0, + 92.0, + 108.0, + 102.0, + 112.0, + 106.0, + 100.0, + 94.0, + 94.0, + 92.0, + 86.0, + 100.0, + 96.0, + 98.0, + 94.0, + 100.0, + 96.0, + 92.0, + 102.0, + 100.0, + 94.0, + 98.0, + 94.0, + 86.0, + 78.0, + 78.0, + 74.0, + 54.0, + 48.0, + 44.0, + 24.0, + 30.0, + 30.0, + 38.0, + 48.0, + 66.0, + 84.0, + 100.0, + 130.0, + 156.0, + 182.0, + 236.0, + 278.0, + 338.0, + 372.0, + 436.0, + 480.0, + 512.0, + 552.0, + 556.0, + 580.0, + 574.0, + 562.0, + 562.0, + 566.0, + 582.0, + 590.0, + 622.0, + 646.0, + 660.0, + 676.0, + 686.0, + 684.0, + 702.0, + 716.0, + 730.0, + 746.0, + 762.0, + 776.0, + 788.0, + 790.0, + 828.0, + 830.0, + 878.0, + 928.0, + 960.0, + 1008.0, + 986.0, + 1018.0, + 994.0, + 990.0, + 984.0, + 978.0, + 990.0, + 1042.0, + 1054.0, + 1114.0, + 1144.0, + 1164.0, + 1238.0, + 1306.0, + 1396.0, + 1494.0, + 1532.0, + 1618.0, + 1708.0, + 1788.0, + 1854.0, + 1898.0, + 1964.0, + 1964.0, + 2014.0, + 1998.0, + 2076.0, + 2062.0, + 2110.0, + 2116.0, + 2210.0, + 2326.0, + 2356.0, + 2440.0, + 2524.0, + 2644.0, + 2762.0, + 2850.0, + 2942.0, + 3094.0, + 3156.0, + 3368.0, + 3516.0, + 3634.0, + 3838.0, + 3934.0, + 3934.0, + 4114.0, + 4200.0, + 4410.0, + 4520.0, + 4590.0, + 4570.0, + 4572.0, + 4712.0, + 4926.0, + 5116.0, + 5112.0, + 5192.0, + 5218.0, + 5178.0, + 5148.0, + 5184.0, + 5208.0, + 5164.0, + 5192.0, + 5186.0, + 5202.0, + 5162.0, + 5098.0, + 5128.0, + 5098.0, + 5006.0, + 4972.0, + 5004.0, + 5158.0, + 5192.0, + 5152.0, + 5296.0, + 5296.0, + 5498.0, + 5570.0, + 5609.0, + 5669.0, + 5791.0, + 5919.0, + 5961.0, + 6195.0, + 6277.0, + 6243.0, + 6455.0, + 6555.0, + 6833.0, + 6885.0, + 6987.0, + 6991.0, + 6969.0, + 7019.0, + 6927.0, + 6961.0, + 7015.0, + 7001.0, + 7069.0, + 6981.0, + 6981.0, + 7016.0, + 6866.0, + 6926.0, + 6890.0, + 6796.0, + 6790.0, + 6817.0, + 6763.0, + 6763.0, + 6825.0, + 7023.0, + 7209.0, + 7129.0, + 7089.0, + 7217.0, + 7281.0, + 7137.0, + 7159.0, + 7273.0, + 7235.0, + 7213.0, + 7315.0, + 7353.0, + 7337.0, + 7551.0, + 7555.0, + 7511.0, + 7595.0, + 7675.0, + 7763.0, + 7830.0, + 7786.0, + 7820.0, + 7856.0, + 7760.0, + 7808.0, + 7944.0, + 7922.0, + 7964.0, + 7944.0, + 8068.0, + 8228.0, + 8228.0, + 8278.0, + 8262.0, + 8286.0, + 8382.0, + 8316.0, + 8412.0, + 8420.0, + 8462.0, + 8506.0, + 8440.0, + 8502.0, + 8490.0, + 8370.0, + 8488.0, + 8482.0, + 8518.0, + 8450.0, + 8372.0, + 8436.0, + 8510.0, + 8560.0, + 8472.0, + 8556.0, + 8462.0, + 8486.0, + 8538.0, + 8578.0, + 8764.0, + 8796.0, + 8844.0, + 8888.0, + 8924.0, + 9082.0, + 9136.0, + 9136.0, + 9182.0, + 9182.0, + 9388.0, + 9422.0, + 9490.0, + 9586.0, + 9644.0, + 9726.0, + 9658.0, + 9658.0, + 9720.0, + 9968.0, + 10030.0, + 10104.0, + 10104.0, + 10104.0, + 10202.0, + 10478.0, + 10526.0, + 10654.0, + 10646.0, + 10728.0, + 10810.0, + 10782.0, + 10762.0, + 10908.0, + 10916.0, + 10884.0, + 10870.0, + 10870.0, + 11018.0, + 11216.0, + 11272.0, + 11268.0, + 11200.0, + 11088.0, + 11140.0, + 11210.0, + 11268.0, + 11370.0, + 11528.0, + 11642.0, + 11562.0, + 11562.0, + 11586.0, + 11604.0, + 11726.0, + 11822.0, + 11832.0, + 11786.0, + 11692.0, + 11818.0, + 11954.0, + 11958.0, + 11938.0, + 11924.0, + 11928.0, + 11952.0, + 12178.0, + 12216.0, + 12222.0, + 12346.0, + 12404.0, + 12464.0, + 12538.0, + 12568.0, + 12528.0, + 12570.0, + 12568.0, + 12622.0, + 12730.0, + 12738.0, + 12714.0, + 12714.0, + 12692.0, + 12830.0, + 12794.0, + 12938.0, + 12940.0, + 12960.0, + 12910.0, + 12948.0, + 12996.0, + 13034.0, + 13062.0, + 13124.0, + 13084.0, + 13160.0, + 13152.0, + 13172.0, + 13220.0, + 13382.0, + 13358.0, + 13278.0, + 13310.0, + 13222.0, + 13216.0, + 13174.0, + 13202.0, + 13226.0, + 13208.0, + 13130.0, + 12984.0, + 13020.0, + 13074.0, + 12922.0, + 12780.0, + 12770.0, + 12764.0, + 12760.0, + 12778.0, + 12800.0, + 12738.0, + 12820.0, + 12896.0, + 12884.0, + 12870.0, + 12776.0, + 12790.0, + 12790.0, + 12778.0, + 12860.0, + 12762.0, + 12746.0, + 12700.0, + 12670.0, + 12488.0, + 12512.0, + 12516.0, + 12504.0, + 12436.0, + 12384.0, + 12216.0, + 12204.0, + 12132.0, + 12132.0, + 12202.0, + 12324.0, + 12260.0, + 12388.0, + 12420.0, + 12468.0, + 12474.0, + 12338.0, + 12222.0, + 12282.0, + 12282.0, + 12146.0, + 12182.0, + 12188.0, + 12184.0, + 12156.0, + 12112.0, + 12138.0, + 12138.0, + 12196.0, + 12250.0, + 12268.0, + 12276.0, + 12372.0, + 12342.0, + 12366.0, + 12356.0, + 12378.0, + 12418.0, + 12400.0, + 12496.0, + 12614.0, + 12688.0, + 12702.0, + 12768.0, + 12798.0, + 12718.0, + 12686.0, + 12686.0, + 12722.0, + 12736.0, + 12666.0, + 12666.0, + 12860.0, + 12862.0, + 12862.0, + 12970.0, + 13002.0, + 12990.0, + 13028.0, + 13030.0, + 13018.0, + 13086.0, + 13154.0, + 13158.0, + 13160.0, + 13176.0, + 13134.0, + 13110.0, + 13184.0, + 13152.0, + 12942.0, + 13026.0, + 13028.0, + 13094.0, + 13062.0, + 12982.0, + 12900.0, + 12914.0, + 12914.0, + 12878.0, + 12920.0, + 12842.0, + 12870.0, + 12908.0, + 12908.0, + 12922.0, + 12904.0, + 12862.0, + 12864.0, + 12836.0, + 12732.0, + 12684.0, + 12706.0, + 12692.0, + 12710.0, + 12702.0, + 12524.0, + 12444.0, + 12418.0, + 12262.0, + 12192.0, + 12178.0, + 12076.0, + 12142.0, + 12158.0, + 12348.0, + 12348.0, + 12366.0, + 12416.0, + 12416.0, + 12502.0, + 12666.0, + 12676.0, + 12676.0, + 12602.0, + 12526.0, + 12364.0, + 12402.0, + 12400.0, + 12400.0, + 12418.0, + 12428.0, + 12522.0, + 12524.0, + 12552.0, + 12520.0, + 12500.0, + 12430.0, + 12526.0, + 12500.0, + 12542.0, + 12500.0, + 12492.0, + 12544.0, + 12546.0, + 12660.0, + 12678.0, + 12694.0, + 12752.0, + 12698.0, + 12600.0, + 12584.0, + 12584.0, + 12586.0, + 12590.0, + 12588.0, + 12574.0, + 12618.0, + 12668.0, + 12728.0, + 12872.0, + 12998.0, + 13090.0, + 13016.0, + 13002.0, + 12972.0, + 12972.0, + 13002.0, + 12974.0, + 12976.0, + 12986.0, + 13136.0, + 13192.0, + 13210.0, + 13212.0, + 13184.0, + 13266.0, + 13364.0, + 13480.0, + 13490.0, + 13486.0, + 13576.0, + 13578.0, + 13596.0, + 13706.0, + 13678.0, + 13674.0, + 13772.0, + 13722.0, + 13720.0, + 13758.0, + 13756.0, + 13770.0, + 13770.0, + 13766.0, + 13766.0, + 13766.0, + 13778.0, + 13802.0, + 13714.0, + 13724.0, + 13630.0, + 13708.0, + 13666.0, + 13576.0, + 13402.0, + 13402.0, + 13250.0, + 13248.0, + 13164.0, + 13156.0, + 13148.0, + 13148.0, + 13118.0, + 13158.0, + 13158.0, + 13168.0, + 13134.0, + 13118.0, + 13088.0, + 13060.0, + 13018.0, + 13026.0, + 13054.0, + 13064.0, + 13110.0, + 13108.0, + 13150.0, + 13150.0, + 13110.0, + 13138.0, + 13138.0, + 13144.0, + 13154.0, + 13114.0, + 13308.0, + 13300.0, + 13346.0, + 13440.0, + 13452.0, + 13420.0, + 13574.0, + 13566.0, + 13618.0, + 13694.0, + 13742.0, + 13828.0, + 13838.0, + 13864.0, + 13880.0, + 13894.0, + 13848.0, + 13858.0, + 13860.0, + 13798.0, + 13798.0, + 13828.0, + 13824.0, + 13892.0, + 13966.0, + 13968.0, + 13968.0, + 13934.0, + 13934.0, + 13934.0, + 13866.0, + 13914.0, + 13914.0, + 13914.0, + 13960.0, + 13960.0, + 13960.0, + 13926.0, + 13936.0, + 13930.0, + 13928.0, + 13928.0, + 13912.0, + 13974.0, + 14022.0, + 14022.0, + 14022.0, + 14002.0, + 13976.0, + 13934.0, + 13964.0, + 13964.0, + 13932.0, + 13954.0, + 13918.0, + 13976.0, + 14004.0, + 14004.0, + 14078.0, + 14078.0, + 14080.0, + 14032.0, + 14068.0, + 14040.0, + 14040.0, + 14048.0, + 14048.0, + 14078.0, + 14080.0, + 14070.0, + 14050.0, + 13962.0, + 13962.0, + 13962.0, + 13980.0, + 13974.0, + 13930.0, + 13900.0, + 13954.0, + 13954.0, + 13906.0, + 13902.0, + 13902.0, + 13922.0, + 13980.0, + 13874.0, + 13874.0, + 13948.0, + 13918.0, + 13918.0, + 13972.0, + 14036.0, + 13998.0, + 13982.0, + 13986.0, + 13986.0, + 13990.0, + 13974.0, + 14006.0, + 14008.0, + 13996.0, + 13960.0, + 13938.0, + 13954.0, + 13980.0, + 13908.0, + 13906.0, + 13914.0, + 13932.0, + 13974.0, + 13954.0, + 13918.0, + 13916.0, + 13916.0, + 13916.0, + 13858.0, + 13826.0, + 13876.0, + 13877.0, + 13877.0, + 13879.0, + 13827.0, + 13917.0, + 13947.0, + 13939.0, + 13939.0, + 13887.0, + 13889.0, + 13905.0, + 13905.0, + 13939.0, + 13915.0, + 13893.0, + 13877.0, + 13879.0, + 13879.0, + 13841.0, + 13827.0, + 13883.0, + 13737.0, + 13727.0, + 13727.0, + 13665.0, + 13627.0, + 13629.0, + 13631.0, + 13623.0, + 13623.0, + 13677.0, + 13713.0, + 13701.0, + 13701.0, + 13759.0, + 13697.0, + 13618.0, + 13586.0, + 13568.0, + 13568.0, + 13556.0, + 13556.0, + 13554.0, + 13574.0, + 13570.0, + 13570.0, + 13570.0, + 13530.0, + 13530.0, + 13528.0, + 13578.0, + 13578.0, + 13604.0, + 13596.0, + 13610.0, + 13642.0, + 13636.0, + 13670.0, + 13712.0, + 13694.0, + 13648.0, + 13748.0, + 13758.0, + 13706.0, + 13708.0, + 13616.0, + 13640.0, + 13618.0, + 13576.0, + 13624.0, + 13620.0, + 13600.0, + 13626.0, + 13664.0, + 13714.0, + 13730.0, + 13730.0, + 13816.0, + 13772.0, + 13774.0, + 13772.0, + 13798.0, + 13798.0, + 13790.0, + 13830.0, + 13834.0, + 13840.0, + 13794.0, + 13794.0, + 13774.0, + 13732.0, + 13694.0, + 13700.0, + 13734.0, + 13760.0, + 13856.0, + 13902.0, + 13910.0, + 13910.0, + 13888.0, + 13970.0, + 13972.0, + 14008.0, + 14074.0, + 14024.0, + 14048.0, + 14072.0, + 14070.0, + 14086.0, + 14074.0, + 14120.0, + 14120.0, + 14100.0, + 14036.0, + 14046.0, + 14032.0, + 14014.0, + 14014.0, + 14014.0, + 14036.0, + 14036.0, + 14032.0, + 14024.0, + 14024.0, + 14022.0, + 14076.0, + 14076.0, + 14082.0 + ], + "strengths": [ + 2.0, + 17.0, + 12.0, + 7.0, + 14.0, + 2.0, + -2.0, + 6.0, + 16.0, + 22.0, + 32.0, + 38.0, + 44.0, + 42.0, + 34.0, + 28.0, + 22.0, + 16.0, + 16.0, + 20.0, + 14.0, + 16.0, + 24.0, + 24.0, + 24.0, + 32.0, + 52.0, + 48.0, + 58.0, + 60.0, + 40.0, + 54.0, + 48.0, + 46.0, + 52.0, + 52.0, + 58.0, + 62.0, + 66.0, + 68.0, + 62.0, + 76.0, + 76.0, + 88.0, + 98.0, + 80.0, + 78.0, + 66.0, + 62.0, + 66.0, + 44.0, + 52.0, + 54.0, + 58.0, + 52.0, + 64.0, + 42.0, + 40.0, + 42.0, + 38.0, + 32.0, + 24.0, + 36.0, + 26.0, + 36.0, + 46.0, + 40.0, + 26.0, + 34.0, + 48.0, + 54.0, + 56.0, + 72.0, + 70.0, + 74.0, + 66.0, + 72.0, + 74.0, + 70.0, + 78.0, + 70.0, + 66.0, + 82.0, + 68.0, + 66.0, + 74.0, + 66.0, + 56.0, + 72.0, + 74.0, + 66.0, + 52.0, + 42.0, + 34.0, + 34.0, + 34.0, + 40.0, + 60.0, + 60.0, + 58.0, + 54.0, + 52.0, + 38.0, + 26.0, + 16.0, + 4.0, + 6.0, + 0.0, + 12.0, + 20.0, + 36.0, + 38.0, + 42.0, + 36.0, + 32.0, + 20.0, + 8.0, + 6.0, + 8.0, + 6.0, + 6.0, + 24.0, + 34.0, + 52.0, + 46.0, + 44.0, + 34.0, + 28.0, + 16.0, + 24.0, + 28.0, + 30.0, + 32.0, + 36.0, + 36.0, + 36.0, + 38.0, + 42.0, + 48.0, + 54.0, + 50.0, + 52.0, + 60.0, + 54.0, + 70.0, + 64.0, + 74.0, + 68.0, + 62.0, + 56.0, + 56.0, + 54.0, + 48.0, + 62.0, + 58.0, + 60.0, + 56.0, + 62.0, + 58.0, + 54.0, + 64.0, + 62.0, + 56.0, + 60.0, + 56.0, + 48.0, + 40.0, + 40.0, + 36.0, + 16.0, + 10.0, + 6.0, + -14.0, + -8.0, + -8.0, + 0.0, + 10.0, + 28.0, + 46.0, + 62.0, + 92.0, + 118.0, + 144.0, + 198.0, + 240.0, + 300.0, + 334.0, + 398.0, + 442.0, + 474.0, + 514.0, + 518.0, + 542.0, + 536.0, + 524.0, + 524.0, + 528.0, + 544.0, + 552.0, + 584.0, + 608.0, + 622.0, + 638.0, + 648.0, + 646.0, + 664.0, + 678.0, + 692.0, + 708.0, + 724.0, + 738.0, + 750.0, + 752.0, + 790.0, + 792.0, + 840.0, + 890.0, + 922.0, + 970.0, + 948.0, + 980.0, + 956.0, + 952.0, + 946.0, + 940.0, + 952.0, + 1004.0, + 1016.0, + 1076.0, + 1106.0, + 1126.0, + 1200.0, + 1268.0, + 1358.0, + 1456.0, + 1494.0, + 1580.0, + 1670.0, + 1750.0, + 1816.0, + 1860.0, + 1926.0, + 1926.0, + 1976.0, + 1960.0, + 2038.0, + 2024.0, + 2072.0, + 2078.0, + 2172.0, + 2288.0, + 2318.0, + 2402.0, + 2486.0, + 2606.0, + 2724.0, + 2812.0, + 2904.0, + 3056.0, + 3118.0, + 3330.0, + 3478.0, + 3596.0, + 3800.0, + 3896.0, + 3896.0, + 4076.0, + 4162.0, + 4372.0, + 4482.0, + 4552.0, + 4532.0, + 4534.0, + 4674.0, + 4888.0, + 5078.0, + 5074.0, + 5154.0, + 5180.0, + 5140.0, + 5110.0, + 5146.0, + 5170.0, + 5126.0, + 5154.0, + 5148.0, + 5164.0, + 5124.0, + 5060.0, + 5090.0, + 5060.0, + 4968.0, + 4934.0, + 4966.0, + 5120.0, + 5154.0, + 5114.0, + 5258.0, + 5258.0, + 5460.0, + 5532.0, + 5571.0, + 5631.0, + 5753.0, + 5881.0, + 5923.0, + 6157.0, + 6239.0, + 6205.0, + 6417.0, + 6517.0, + 6795.0, + 6847.0, + 6949.0, + 6953.0, + 6931.0, + 6981.0, + 6889.0, + 6923.0, + 6977.0, + 6963.0, + 7031.0, + 6943.0, + 6943.0, + 6978.0, + 6828.0, + 6888.0, + 6852.0, + 6758.0, + 6752.0, + 6779.0, + 6725.0, + 6725.0, + 6787.0, + 6985.0, + 7171.0, + 7091.0, + 7051.0, + 7179.0, + 7243.0, + 7099.0, + 7121.0, + 7235.0, + 7197.0, + 7175.0, + 7277.0, + 7315.0, + 7299.0, + 7513.0, + 7517.0, + 7473.0, + 7557.0, + 7637.0, + 7725.0, + 7792.0, + 7748.0, + 7782.0, + 7818.0, + 7722.0, + 7770.0, + 7906.0, + 7884.0, + 7926.0, + 7906.0, + 8030.0, + 8190.0, + 8190.0, + 8240.0, + 8224.0, + 8248.0, + 8344.0, + 8278.0, + 8374.0, + 8382.0, + 8424.0, + 8468.0, + 8402.0, + 8464.0, + 8452.0, + 8332.0, + 8450.0, + 8444.0, + 8480.0, + 8412.0, + 8334.0, + 8398.0, + 8472.0, + 8522.0, + 8434.0, + 8518.0, + 8424.0, + 8448.0, + 8500.0, + 8540.0, + 8726.0, + 8758.0, + 8806.0, + 8850.0, + 8886.0, + 9044.0, + 9098.0, + 9098.0, + 9144.0, + 9144.0, + 9350.0, + 9384.0, + 9452.0, + 9548.0, + 9606.0, + 9688.0, + 9620.0, + 9620.0, + 9682.0, + 9930.0, + 9992.0, + 10066.0, + 10066.0, + 10066.0, + 10164.0, + 10440.0, + 10488.0, + 10616.0, + 10608.0, + 10690.0, + 10772.0, + 10744.0, + 10724.0, + 10870.0, + 10878.0, + 10846.0, + 10832.0, + 10832.0, + 10980.0, + 11178.0, + 11234.0, + 11230.0, + 11162.0, + 11050.0, + 11102.0, + 11172.0, + 11230.0, + 11332.0, + 11490.0, + 11604.0, + 11524.0, + 11524.0, + 11548.0, + 11566.0, + 11688.0, + 11784.0, + 11794.0, + 11748.0, + 11654.0, + 11780.0, + 11916.0, + 11920.0, + 11900.0, + 11886.0, + 11890.0, + 11914.0, + 12140.0, + 12178.0, + 12184.0, + 12308.0, + 12366.0, + 12426.0, + 12500.0, + 12530.0, + 12490.0, + 12532.0, + 12530.0, + 12584.0, + 12692.0, + 12700.0, + 12676.0, + 12676.0, + 12654.0, + 12792.0, + 12756.0, + 12900.0, + 12902.0, + 12922.0, + 12872.0, + 12910.0, + 12958.0, + 12996.0, + 13024.0, + 13086.0, + 13046.0, + 13122.0, + 13114.0, + 13134.0, + 13182.0, + 13344.0, + 13320.0, + 13240.0, + 13272.0, + 13184.0, + 13178.0, + 13136.0, + 13164.0, + 13188.0, + 13170.0, + 13092.0, + 12946.0, + 12982.0, + 13036.0, + 12884.0, + 12742.0, + 12732.0, + 12726.0, + 12722.0, + 12740.0, + 12762.0, + 12700.0, + 12782.0, + 12858.0, + 12846.0, + 12832.0, + 12738.0, + 12752.0, + 12752.0, + 12740.0, + 12822.0, + 12724.0, + 12708.0, + 12662.0, + 12632.0, + 12450.0, + 12474.0, + 12478.0, + 12466.0, + 12398.0, + 12346.0, + 12178.0, + 12166.0, + 12094.0, + 12094.0, + 12164.0, + 12286.0, + 12222.0, + 12350.0, + 12382.0, + 12430.0, + 12436.0, + 12300.0, + 12184.0, + 12244.0, + 12244.0, + 12108.0, + 12144.0, + 12150.0, + 12146.0, + 12118.0, + 12074.0, + 12100.0, + 12100.0, + 12158.0, + 12212.0, + 12230.0, + 12238.0, + 12334.0, + 12304.0, + 12328.0, + 12318.0, + 12340.0, + 12380.0, + 12362.0, + 12458.0, + 12576.0, + 12650.0, + 12664.0, + 12730.0, + 12760.0, + 12680.0, + 12648.0, + 12648.0, + 12684.0, + 12698.0, + 12628.0, + 12628.0, + 12822.0, + 12824.0, + 12824.0, + 12932.0, + 12964.0, + 12952.0, + 12990.0, + 12992.0, + 12980.0, + 13048.0, + 13116.0, + 13120.0, + 13122.0, + 13138.0, + 13096.0, + 13072.0, + 13146.0, + 13114.0, + 12904.0, + 12988.0, + 12990.0, + 13056.0, + 13024.0, + 12944.0, + 12862.0, + 12876.0, + 12876.0, + 12840.0, + 12882.0, + 12804.0, + 12832.0, + 12870.0, + 12870.0, + 12884.0, + 12866.0, + 12824.0, + 12826.0, + 12798.0, + 12694.0, + 12646.0, + 12668.0, + 12654.0, + 12672.0, + 12664.0, + 12486.0, + 12406.0, + 12380.0, + 12224.0, + 12154.0, + 12140.0, + 12038.0, + 12104.0, + 12120.0, + 12310.0, + 12310.0, + 12328.0, + 12378.0, + 12378.0, + 12464.0, + 12628.0, + 12638.0, + 12638.0, + 12564.0, + 12488.0, + 12326.0, + 12364.0, + 12362.0, + 12362.0, + 12380.0, + 12390.0, + 12484.0, + 12486.0, + 12514.0, + 12482.0, + 12462.0, + 12392.0, + 12488.0, + 12462.0, + 12504.0, + 12462.0, + 12454.0, + 12506.0, + 12508.0, + 12622.0, + 12640.0, + 12656.0, + 12714.0, + 12660.0, + 12562.0, + 12546.0, + 12546.0, + 12548.0, + 12552.0, + 12550.0, + 12536.0, + 12580.0, + 12630.0, + 12690.0, + 12834.0, + 12960.0, + 13052.0, + 12978.0, + 12964.0, + 12934.0, + 12934.0, + 12964.0, + 12936.0, + 12938.0, + 12948.0, + 13098.0, + 13154.0, + 13172.0, + 13174.0, + 13146.0, + 13228.0, + 13326.0, + 13442.0, + 13452.0, + 13448.0, + 13538.0, + 13540.0, + 13558.0, + 13668.0, + 13640.0, + 13636.0, + 13734.0, + 13684.0, + 13682.0, + 13720.0, + 13718.0, + 13732.0, + 13732.0, + 13728.0, + 13728.0, + 13728.0, + 13740.0, + 13764.0, + 13676.0, + 13686.0, + 13592.0, + 13670.0, + 13628.0, + 13538.0, + 13364.0, + 13364.0, + 13212.0, + 13210.0, + 13126.0, + 13118.0, + 13110.0, + 13110.0, + 13080.0, + 13120.0, + 13120.0, + 13130.0, + 13096.0, + 13080.0, + 13050.0, + 13022.0, + 12980.0, + 12988.0, + 13016.0, + 13026.0, + 13072.0, + 13070.0, + 13112.0, + 13112.0, + 13072.0, + 13100.0, + 13100.0, + 13106.0, + 13116.0, + 13076.0, + 13270.0, + 13262.0, + 13308.0, + 13402.0, + 13414.0, + 13382.0, + 13536.0, + 13528.0, + 13580.0, + 13656.0, + 13704.0, + 13790.0, + 13800.0, + 13826.0, + 13842.0, + 13856.0, + 13810.0, + 13820.0, + 13822.0, + 13760.0, + 13760.0, + 13790.0, + 13786.0, + 13854.0, + 13928.0, + 13930.0, + 13930.0, + 13896.0, + 13896.0, + 13896.0, + 13828.0, + 13876.0, + 13876.0, + 13876.0, + 13922.0, + 13922.0, + 13922.0, + 13888.0, + 13898.0, + 13892.0, + 13890.0, + 13890.0, + 13874.0, + 13936.0, + 13984.0, + 13984.0, + 13984.0, + 13964.0, + 13938.0, + 13896.0, + 13926.0, + 13926.0, + 13894.0, + 13916.0, + 13880.0, + 13938.0, + 13966.0, + 13966.0, + 14040.0, + 14040.0, + 14042.0, + 13994.0, + 14030.0, + 14002.0, + 14002.0, + 14010.0, + 14010.0, + 14040.0, + 14042.0, + 14032.0, + 14012.0, + 13924.0, + 13924.0, + 13924.0, + 13942.0, + 13936.0, + 13892.0, + 13862.0, + 13916.0, + 13916.0, + 13868.0, + 13864.0, + 13864.0, + 13884.0, + 13942.0, + 13836.0, + 13836.0, + 13910.0, + 13880.0, + 13880.0, + 13934.0, + 13998.0, + 13960.0, + 13944.0, + 13948.0, + 13948.0, + 13952.0, + 13936.0, + 13968.0, + 13970.0, + 13958.0, + 13922.0, + 13900.0, + 13916.0, + 13942.0, + 13870.0, + 13868.0, + 13876.0, + 13894.0, + 13936.0, + 13916.0, + 13880.0, + 13878.0, + 13878.0, + 13878.0, + 13820.0, + 13788.0, + 13838.0, + 13839.0, + 13839.0, + 13841.0, + 13789.0, + 13879.0, + 13909.0, + 13901.0, + 13901.0, + 13849.0, + 13851.0, + 13867.0, + 13867.0, + 13901.0, + 13877.0, + 13855.0, + 13839.0, + 13841.0, + 13841.0, + 13803.0, + 13789.0, + 13845.0, + 13699.0, + 13689.0, + 13689.0, + 13627.0, + 13589.0, + 13591.0, + 13593.0, + 13585.0, + 13585.0, + 13639.0, + 13675.0, + 13663.0, + 13663.0, + 13721.0, + 13659.0, + 13580.0, + 13548.0, + 13530.0, + 13530.0, + 13518.0, + 13518.0, + 13516.0, + 13536.0, + 13532.0, + 13532.0, + 13532.0, + 13492.0, + 13492.0, + 13490.0, + 13540.0, + 13540.0, + 13566.0, + 13558.0, + 13572.0, + 13604.0, + 13598.0, + 13632.0, + 13674.0, + 13656.0, + 13610.0, + 13710.0, + 13720.0, + 13668.0, + 13670.0, + 13578.0, + 13602.0, + 13580.0, + 13538.0, + 13586.0, + 13582.0, + 13562.0, + 13588.0, + 13626.0, + 13676.0, + 13692.0, + 13692.0, + 13778.0, + 13734.0, + 13736.0, + 13734.0, + 13760.0, + 13760.0, + 13752.0, + 13792.0, + 13796.0, + 13802.0, + 13756.0, + 13756.0, + 13736.0, + 13694.0, + 13656.0, + 13662.0, + 13696.0, + 13722.0, + 13818.0, + 13864.0, + 13872.0, + 13872.0, + 13850.0, + 13932.0, + 13934.0, + 13970.0, + 14036.0, + 13986.0, + 14010.0, + 14034.0, + 14032.0, + 14048.0, + 14036.0, + 14082.0, + 14082.0, + 14062.0, + 13998.0, + 14008.0, + 13994.0, + 13976.0, + 13976.0, + 13976.0, + 13998.0, + 13998.0, + 13994.0, + 13986.0, + 13986.0, + 13984.0, + 14038.0, + 14038.0, + 14044.0 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 5.5263157264562324e-05, + 4.6774192014709115e-05, + 4.276316030882299e-05, + 3.663461757241748e-05, + 3.589506377466023e-05, + 3.672618913697079e-05, + 3.4220036468468606e-05, + 2.9223510864540003e-05, + 2.481812407495454e-05, + 2.0886320271529257e-05, + 1.8012744476436637e-05, + 1.5850368072278798e-05, + 1.4399115570995491e-05, + 1.3479873814503662e-05, + 1.283517212868901e-05, + 1.2379928193695378e-05, + 1.2069728654751088e-05, + 1.1773791811720002e-05, + 1.1424626791267656e-05, + 1.1192591955477837e-05, + 1.0938156265183352e-05, + 1.0580310117802583e-05, + 1.0249993465549778e-05, + 9.943871191353537e-06, + 9.570064321451355e-06, + 9.038617463374976e-06, + 8.616711966169532e-06, + 8.175874427251983e-06, + 7.783236469549593e-06, + 7.5495222517929506e-06, + 7.2630423346708994e-06, + 7.032689154584659e-06, + 6.829877293057507e-06, + 6.6190791585540865e-06, + 6.425525043596281e-06, + 6.227430276339874e-06, + 6.033903446223121e-06, + 5.8458845160203055e-06, + 5.668963694915874e-06, + 5.520405466086231e-06, + 5.352850621420657e-06, + 5.199468887440162e-06, + 5.037281425757101e-06, + 4.873654233961133e-06, + 4.75135584565578e-06, + 4.640374754671939e-06, + 4.552015980152646e-06, + 4.47306365458644e-06, + 4.392974005895667e-06, + 4.341573458077619e-06, + 4.282640929886838e-06, + 4.223511496093124e-06, + 4.162266577623086e-06, + 4.109223482373636e-06, + 4.04626598538016e-06, + 4.006225026387256e-06, + 3.968874807469547e-06, + 3.930457296519307e-06, + 3.896374892065069e-06, + 3.868117801175686e-06, + 3.84713894163724e-06, + 3.816040589299519e-06, + 3.7938634704914875e-06, + 3.7635443277395098e-06, + 3.725576107171946e-06, + 3.693260168802226e-06, + 3.672547109090374e-06, + 3.6457795431488194e-06, + 3.6087233183934586e-06, + 3.568116653696052e-06, + 3.5271921206003753e-06, + 3.476331585261505e-06, + 3.428716809139587e-06, + 3.380230964467046e-06, + 3.3384867492713965e-06, + 3.294462658232078e-06, + 3.2507914511370473e-06, + 3.210864178981865e-06, + 3.167877139276243e-06, + 3.130575123577728e-06, + 3.0964304187364178e-06, + 3.0553521810361417e-06, + 3.0223627618397586e-06, + 2.99120438285172e-06, + 2.957242941192817e-06, + 2.9277821340656374e-06, + 2.9033499231445603e-06, + 2.8726792606903473e-06, + 2.8420215585356345e-06, + 2.815378138620872e-06, + 2.79481128018233e-06, + 2.7784421945398208e-06, + 2.765329782050685e-06, + 2.7523317385202972e-06, + 2.7394466997066047e-06, + 2.7244400371273514e-06, + 2.7022808808396803e-06, + 2.6805582820088603e-06, + 2.6599598186294315e-06, + 2.641118953761179e-06, + 2.623268983370508e-06, + 2.610391447888105e-06, + 2.6016462015832076e-06, + 2.596280637590098e-06, + 2.5949373139155796e-06, + 2.592915734567214e-06, + 2.592915734567214e-06, + 2.58884574577678e-06, + 2.582072738732677e-06, + 2.569958496678737e-06, + 2.5572987851774087e-06, + 2.54346150541096e-06, + 2.5317272047686856e-06, + 2.521387159504229e-06, + 2.5149606699415017e-06, + 2.512392711651046e-06, + 2.51046344601491e-06, + 2.5078870748984627e-06, + 2.5059518975467654e-06, + 2.5040133095899364e-06, + 2.496272145435796e-06, + 2.485383447492495e-06, + 2.4689356905582827e-06, + 2.454596824463806e-06, + 2.4410583137068897e-06, + 2.4307075818796875e-06, + 2.4222488264058484e-06, + 2.4174364625650924e-06, + 2.4102444058371475e-06, + 2.4019027478061616e-06, + 2.393027216385235e-06, + 2.383632363489596e-06, + 2.373154984525172e-06, + 2.3627758309885394e-06, + 2.3524935386376455e-06, + 2.3417444481310667e-06, + 2.3299896838580025e-06, + 2.316720383532811e-06, + 2.3020040771370986e-06, + 2.288574250997044e-06, + 2.274802000101772e-06, + 2.2591564174945233e-06, + 2.245295718239504e-06, + 2.227635150120477e-06, + 2.211787204942084e-06, + 2.193809450545814e-06, + 2.1776083940494573e-06, + 2.1630914943671087e-06, + 2.1501793980860384e-06, + 2.1374503376137e-06, + 2.1253449631331023e-06, + 2.1147184270375874e-06, + 2.1011785520386184e-06, + 2.08870096685132e-06, + 2.075979864457622e-06, + 2.0642735307774274e-06, + 2.0514971765805967e-06, + 2.039716946455883e-06, + 2.0288930500100832e-06, + 2.0162424334557727e-06, + 2.0041691186634125e-06, + 1.993412524825544e-06, + 1.9820399757009e-06, + 1.9715648704732303e-06, + 1.9626886569312774e-06, + 1.9553597212507157e-06, + 1.94809035747312e-06, + 1.9415970200498123e-06, + 1.938723698913236e-06, + 1.9369294932403136e-06, + 1.935852424139739e-06, + 1.9383744529477553e-06, + 1.939823050634004e-06, + 1.9412784695305163e-06, + 1.9412784695305163e-06, + 1.939451067300979e-06, + 1.9343485746503575e-06, + 1.9260285171185387e-06, + 1.914947461045813e-06, + 1.8987946077686502e-06, + 1.8785835891321767e-06, + 1.8546708133726497e-06, + 1.8230873592983698e-06, + 1.7867030237539439e-06, + 1.7439267594454577e-06, + 1.6995170426525874e-06, + 1.6505595112903393e-06, + 1.6006616760932957e-06, + 1.5517339306825306e-06, + 1.5033469935588073e-06, + 1.4588590602215845e-06, + 1.4163058494887082e-06, + 1.3777331560049788e-06, + 1.3429828413791256e-06, + 1.3108159464536584e-06, + 1.280725768992852e-06, + 1.2518989933596458e-06, + 1.22466644825181e-06, + 1.1978371503573726e-06, + 1.1718453833964304e-06, + 1.1470884828668204e-06, + 1.1234201338083949e-06, + 1.1009855143129244e-06, + 1.0800669087984716e-06, + 1.0599223969620652e-06, + 1.040635879689944e-06, + 1.0221606316918042e-06, + 1.0044036571343895e-06, + 9.87332668955787e-07, + 9.709589221529313e-07, + 9.552852588967653e-07, + 9.404599836670968e-07, + 9.257618103220011e-07, + 9.118496677729127e-07, + 8.979173458101286e-07, + 8.840012810651388e-07, + 8.70422070420318e-07, + 8.569734859520395e-07, + 8.445846901850018e-07, + 8.324913096657838e-07, + 8.213323781092186e-07, + 8.107925282274664e-07, + 8.008385066204937e-07, + 7.914196089586767e-07, + 7.823234682291513e-07, + 7.73178328472568e-07, + 7.643579920113552e-07, + 7.554580747637374e-07, + 7.467485829693032e-07, + 7.383039246633416e-07, + 7.297384740923007e-07, + 7.211388037831057e-07, + 7.124037324501842e-07, + 7.035413318590145e-07, + 6.949439352865738e-07, + 6.863521093691816e-07, + 6.777827366022393e-07, + 6.693181830996764e-07, + 6.610422929043125e-07, + 6.530535188176145e-07, + 6.452543743762362e-07, + 6.378929242600861e-07, + 6.307544140327082e-07, + 6.240514949240605e-07, + 6.17446573869529e-07, + 6.112242090239306e-07, + 6.051731133993599e-07, + 5.994021421429352e-07, + 5.936635716352612e-07, + 5.879183504475805e-07, + 5.823868605148164e-07, + 5.769372251052118e-07, + 5.715759812119359e-07, + 5.66236735721759e-07, + 5.609389859273506e-07, + 5.557492954721965e-07, + 5.506633442564635e-07, + 5.455869995785179e-07, + 5.406752734415932e-07, + 5.357036343411892e-07, + 5.307887249728083e-07, + 5.259799991108594e-07, + 5.211743427935289e-07, + 5.165161951481423e-07, + 5.121058848089888e-07, + 5.077338300907286e-07, + 5.035033154854318e-07, + 4.992922981728043e-07, + 4.952021299686749e-07, + 4.91262824198202e-07, + 4.875368517787138e-07, + 4.839880034523958e-07, + 4.80501569199987e-07, + 4.770280384036596e-07, + 4.7359213795061805e-07, + 4.703205433997937e-07, + 4.671492490615492e-07, + 4.6410391973950027e-07, + 4.612115560576058e-07, + 4.584538260132831e-07, + 4.5578642016153026e-07, + 4.5320953745431325e-07, + 4.5074924059917976e-07, + 4.4836380652668595e-07, + 4.460636660041928e-07, + 4.438337839474116e-07, + 4.416928334194381e-07, + 4.3964399765172857e-07, + 4.3764453039329965e-07, + 4.357143836841715e-07, + 4.3387166215325124e-07, + 4.3208976308051206e-07, + 4.303421690110554e-07, + 4.285864463327016e-07, + 4.268641760063474e-07, + 4.251976974956051e-07, + 4.235262736074219e-07, + 4.2189546434201475e-07, + 4.2024322510769707e-07, + 4.1861036947921093e-07, + 4.170059355601552e-07, + 4.1542301687513827e-07, + 4.138444182899548e-07, + 4.1226942926186894e-07, + 4.1072104295380996e-07, + 4.0915017507359153e-07, + 4.0759709918347653e-07, + 4.060892422330653e-07, + 4.045667481022974e-07, + 4.030574700664147e-07, + 4.015219872144371e-07, + 4.0001259549171664e-07, + 3.9851786937106226e-07, + 3.9705787457933184e-07, + 3.956362775170419e-07, + 3.9423676412297937e-07, + 3.9288596553888055e-07, + 3.9155733588813746e-07, + 3.902463276972412e-07, + 3.8896476439731487e-07, + 3.8769670140936796e-07, + 3.8646899724881223e-07, + 3.8526451362486114e-07, + 3.8407640090554196e-07, + 3.829345871508849e-07, + 3.8180266415110964e-07, + 3.8069569541221426e-07, + 3.79621752699677e-07, + 3.7856565882066207e-07, + 3.775217010115739e-07, + 3.76501731125245e-07, + 3.7549671105807647e-07, + 3.74497176380828e-07, + 3.734835729574115e-07, + 3.7245877138047945e-07, + 3.7146057252357423e-07, + 3.704824393935269e-07, + 3.69500838814929e-07, + 3.685248088913795e-07, + 3.675815776205127e-07, + 3.666482655262371e-07, + 3.657128218037542e-07, + 3.647947437457333e-07, + 3.6389141655490675e-07, + 3.6298709460425016e-07, + 3.620898212375323e-07, + 3.6120590607424674e-07, + 3.60307780056246e-07, + 3.594207669266325e-07, + 3.5855012470165093e-07, + 3.5768067618846544e-07, + 3.568130466646835e-07, + 3.559464119007316e-07, + 3.550832730070397e-07, + 3.542355955232779e-07, + 3.533945971412322e-07, + 3.5255985153526126e-07, + 3.5174505796931044e-07, + 3.509346413466119e-07, + 3.5011962040698563e-07, + 3.4931619552480697e-07, + 3.485177160200692e-07, + 3.477301504517527e-07, + 3.469392311217234e-07, + 3.461417463768157e-07, + 3.453533281572163e-07, + 3.4456908792890317e-07, + 3.437951079376944e-07, + 3.4302738072256034e-07, + 3.4225928402520367e-07, + 3.415055118693999e-07, + 3.4075117127940757e-07, + 3.4000416349044826e-07, + 3.392613905361941e-07, + 3.3852259662126016e-07, + 3.377971324880491e-07, + 3.370737715613359e-07, + 3.363587381954858e-07, + 3.356608146987128e-07, + 3.349598216573213e-07, + 3.3426607615183457e-07, + 3.3357608231199265e-07, + 3.328980255901115e-07, + 3.32232360733542e-07, + 3.3156766221509315e-07, + 3.309031342269009e-07, + 3.302407378669159e-07, + 3.295909891676274e-07, + 3.2894050150389376e-07, + 3.2830277518769435e-07, + 3.276686300068832e-07, + 3.270359627549624e-07, + 3.2640568292663374e-07, + 3.257671892242797e-07, + 3.2513193559680076e-07, + 3.2449867148898193e-07, + 3.2386770953962696e-07, + 3.232396750263433e-07, + 3.2260598459288303e-07, + 3.219741131488263e-07, + 3.2134775551639905e-07, + 3.207236431990168e-07, + 3.201049025847169e-07, + 3.194777207227162e-07, + 3.188537505138811e-07, + 3.182308034865855e-07, + 3.1760706065142585e-07, + 3.169851083839603e-07, + 3.1636338349017024e-07, + 3.157514356644242e-07, + 3.151447458549228e-07, + 3.145393634440552e-07, + 3.139238913263398e-07, + 3.1331003924606193e-07, + 3.126971535039047e-07, + 3.1208966788653925e-07, + 3.114874971288373e-07, + 3.108847579369467e-07, + 3.102711332303443e-07, + 3.0966029385126603e-07, + 3.090476070610748e-07, + 3.084409172515734e-07, + 3.078350800933549e-07, + 3.0723009558641934e-07, + 3.066320743982942e-07, + 3.060404480947909e-07, + 3.054460648854729e-07, + 3.04856513366758e-07, + 3.0427378305830644e-07, + 3.0369682235686923e-07, + 3.0312475018945406e-07, + 3.02549779007677e-07, + 3.01969464544527e-07, + 3.0139133855300315e-07, + 3.008184421560145e-07, + 3.002538448981795e-07, + 2.9969953629915835e-07, + 2.9914716037637845e-07, + 2.985958360568475e-07, + 2.9804616019646346e-07, + 2.9749602958872856e-07, + 2.969428294363752e-07, + 2.963888050544483e-07, + 2.958431650768034e-07, + 2.9530193046412023e-07, + 2.9476396434802155e-07, + 2.9422946568047337e-07, + 2.936936596142914e-07, + 2.931578251264e-07, + 2.926258275692817e-07, + 2.921001112099475e-07, + 2.9158266556805756e-07, + 2.9106365673214896e-07, + 2.905427436417085e-07, + 2.9002572432546003e-07, + 2.8951356512152415e-07, + 2.8900586812596885e-07, + 2.8850183753093006e-07, + 2.8800059226341546e-07, + 2.8749366265401477e-07, + 2.8698903520307795e-07, + 2.8648798888752935e-07, + 2.859856635950564e-07, + 2.854848162314738e-07, + 2.849853615316533e-07, + 2.8448675948311575e-07, + 2.839907153884269e-07, + 2.8349998615340155e-07, + 2.8301127485974575e-07, + 2.8252620154489705e-07, + 2.820426630023576e-07, + 2.815585560256295e-07, + 2.810776891237765e-07, + 2.806012275868852e-07, + 2.80128205076835e-07, + 2.7965933213636163e-07, + 2.79188725471613e-07, + 2.7872277996721095e-07, + 2.782549302082771e-07, + 2.7779029210250883e-07, + 2.7732824037229875e-07, + 2.7687113401952956e-07, + 2.7641587507787335e-07, + 2.759620940651075e-07, + 2.755100751983264e-07, + 2.750601595380431e-07, + 2.746112102158804e-07, + 2.7416663783697004e-07, + 2.737224917837011e-07, + 2.732816142270167e-07, + 2.7284295356366783e-07, + 2.724056002989528e-07, + 2.7196585961064557e-07, + 2.715298137445643e-07, + 2.710992532684031e-07, + 2.706704265165172e-07, + 2.7024719884138904e-07, + 2.6982684175891336e-07, + 2.694104068723391e-07, + 2.689956772883306e-07, + 2.685827666937257e-07, + 2.681729256437393e-07, + 2.677679731277749e-07, + 2.6736989866549266e-07, + 2.669730179150065e-07, + 2.6657679086383723e-07, + 2.661874134446407e-07, + 2.6580445933177543e-07, + 2.654238926425023e-07, + 2.650455428465648e-07, + 2.6466932467883453e-07, + 2.642945560182852e-07, + 2.6392115159978857e-07, + 2.6355152726864617e-07, + 2.6318141976844345e-07, + 2.628110848945653e-07, + 2.6244302375744155e-07, + 2.620772647787817e-07, + 2.617160532736307e-07, + 2.613562628539512e-07, + 2.609982630019658e-07, + 2.6064239477818774e-07, + 2.602860149636399e-07, + 2.5993412577918207e-07, + 2.595843682229315e-07, + 2.592375381027523e-07, + 2.588931806712935e-07, + 2.5855538865471317e-07, + 2.5821847771112516e-07, + 2.5788295943129924e-07, + 2.5754931698429573e-07, + 2.572189430338767e-07, + 2.5689141125440074e-07, + 2.56569705925358e-07, + 2.5624967747717164e-07, + 2.5593286068215093e-07, + 2.5561729444234516e-07, + 2.5530124503347906e-07, + 2.5498331979179056e-07, + 2.5466837882959226e-07, + 2.5435147676944325e-07, + 2.5403505787835456e-07, + 2.537187526741036e-07, + 2.534036127599393e-07, + 2.5309321927124984e-07, + 2.5278697535213723e-07, + 2.524804472159303e-07, + 2.521751127915195e-07, + 2.518743826840364e-07, + 2.5157390837193816e-07, + 2.512744572413794e-07, + 2.509762282443262e-07, + 2.5067984665838594e-07, + 2.5038565354407183e-07, + 2.500919151771086e-07, + 2.4979928525681316e-07, + 2.49506342697714e-07, + 2.492132011866488e-07, + 2.4892074179660995e-07, + 2.4862919190127286e-07, + 2.483364482941397e-07, + 2.480455520981195e-07, + 2.477551674928691e-07, + 2.4746611870796187e-07, + 2.4717763835724327e-07, + 2.468893001150718e-07, + 2.4660243980179075e-07, + 2.463144710418419e-07, + 2.460248538227461e-07, + 2.457346397477522e-07, + 2.454452783240413e-07, + 2.451554905746889e-07, + 2.4486615757268737e-07, + 2.4457972358504776e-07, + 2.442951370085211e-07, + 2.44011573613534e-07, + 2.437283228573506e-07, + 2.4344578264390293e-07, + 2.431658572277229e-07, + 2.4288698341479176e-07, + 2.4260486952698557e-07, + 2.4232377882071887e-07, + 2.420437397177011e-07, + 2.4176242163775896e-07, + 2.4148150146174885e-07, + 2.412018602626631e-07, + 2.4092247485896223e-07, + 2.4064411263680086e-07, + 2.403670578132733e-07, + 2.4008957666410424e-07, + 2.398117260327126e-07, + 2.395348417394416e-07, + 2.392589522060007e-07, + 2.389837732152955e-07, + 2.387104984791222e-07, + 2.384387585152581e-07, + 2.381664643280601e-07, + 2.3789586123257322e-07, + 2.376305303641857e-07, + 2.3736444632049825e-07, + 2.3709925756065786e-07, + 2.3683368510774017e-07, + 2.365697184814053e-07, + 2.3630829559806443e-07, + 2.360494306685723e-07, + 2.3579117680583295e-07, + 2.355337898052312e-07, + 2.35278022842067e-07, + 2.350222700897575e-07, + 2.347689331827496e-07, + 2.3451589470369072e-07, + 2.3426295570061484e-07, + 2.3401086934882187e-07, + 2.337593514312175e-07, + 2.3350902722540923e-07, + 2.332603372678932e-07, + 2.330124289073865e-07, + 2.3276585636722302e-07, + 2.3252208336543845e-07, + 2.3227998724451027e-07, + 2.3203824639494997e-07, + 2.3179751451607444e-07, + 2.315572231736951e-07, + 2.3131781290430808e-07, + 2.3108249536107905e-07, + 2.3084938050033088e-07, + 2.3061744514052407e-07, + 2.303890909161055e-07, + 2.301626977896376e-07, + 2.2993718573616206e-07, + 2.297141747931164e-07, + 2.294905669941727e-07, + 2.2926728604488744e-07, + 2.2904113450294972e-07, + 2.288156366603289e-07, + 2.2859042303480237e-07, + 2.283649678247457e-07, + 2.2814013789229648e-07, + 2.279144126760002e-07, + 2.2768637109038536e-07, + 2.2745884109554027e-07, + 2.2723196480001207e-07, + 2.27007078024144e-07, + 2.2678419497879077e-07, + 2.265648220145522e-07, + 2.2634539220689476e-07, + 2.261265876768448e-07, + 2.259084084244023e-07, + 2.256904991781994e-07, + 2.2547303046849265e-07, + 2.25254510155537e-07, + 2.2503657248762465e-07, + 2.2481874850655004e-07, + 2.2460207560470735e-07, + 2.2438638325184002e-07, + 2.2417245304495736e-07, + 2.239574854456805e-07, + 2.2374354102794314e-07, + 2.2352946871251334e-07, + 2.2331670379571733e-07, + 2.2310463521080237e-07, + 2.228922681979384e-07, + 2.226804554084083e-07, + 2.2246729258768028e-07, + 2.2225441398404655e-07, + 2.2204184801921656e-07, + 2.2182891257216397e-07, + 2.216174834757112e-07, + 2.2140824285088456e-07, + 2.2119984066648612e-07, + 2.2099199270542158e-07, + 2.207846705459815e-07, + 2.2057784576645645e-07, + 2.2037158942112e-07, + 2.201661146727929e-07, + 2.199604693942092e-07, + 2.1975456832024065e-07, + 2.1954824092063063e-07, + 2.1934013716418121e-07, + 2.1913058390055085e-07, + 2.1892013535307342e-07, + 2.187114631624354e-07, + 2.1850360099051613e-07, + 2.1829680463270051e-07, + 2.180905624982188e-07, + 2.1788441983972007e-07, + 2.1767930036276084e-07, + 2.1747469247657136e-07, + 2.1727049670516863e-07, + 2.170645245769265e-07, + 2.1685823980988062e-07, + 2.1665223925992905e-07, + 2.1644679293331137e-07, + 2.1624235557737848e-07, + 2.1603720767870982e-07, + 2.1583113607448468e-07, + 2.1562387075846345e-07, + 2.154170459789384e-07, + 2.1521088910958497e-07, + 2.1500392222151277e-07, + 2.147975379784839e-07, + 2.1459148058511346e-07, + 2.1438434316678467e-07, + 2.141782431408501e-07, + 2.1397279681423242e-07, + 2.137664694146224e-07, + 2.1356149204621033e-07, + 2.1335715416626044e-07, + 2.1315284470801998e-07, + 2.1294914631653228e-07, + 2.127458458289766e-07, + 2.1254311377560953e-07, + 2.1234103542155935e-07, + 2.121395255016978e-07, + 2.1193859822687955e-07, + 2.1173806885599333e-07, + 2.1153775264792785e-07, + 2.1133929806183005e-07, + 2.1114122716880956e-07, + 2.1094508895203035e-07, + 2.107483680902078e-07, + 2.105527983076172e-07, + 2.1035904751443013e-07, + 2.101683094224427e-07, + 2.0997806871037028e-07, + 2.097904712172749e-07, + 2.0960339952580398e-07, + 2.0941797629348002e-07, + 2.0923312149534468e-07, + 2.0904884934225265e-07, + 2.0886504614736623e-07, + 2.0868210981461743e-07, + 2.0849907400588563e-07, + 2.0831649294450472e-07, + 2.0813422452192754e-07, + 2.0795287980490684e-07, + 2.0777221720891248e-07, + 2.0759239305334631e-07, + 2.0741340733820834e-07, + 2.0723540217204572e-07, + 2.0705772385554155e-07, + 2.0688008817160153e-07, + 2.0670275091561052e-07, + 2.065252147076535e-07, + 2.063481474579021e-07, + 2.061709096778941e-07, + 2.0599412664523697e-07, + 2.0581828152899106e-07, + 2.0564249325616402e-07, + 2.0546714551983314e-07, + 2.052921246331607e-07, + 2.051173879635826e-07, + 2.0494360342127038e-07, + 2.0476765882904147e-07, + 2.0459225424929173e-07, + 2.0441665071757598e-07, + 2.042402655888509e-07, + 2.0406413625551068e-07, + 2.0388885957345337e-07, + 2.037120196973774e-07, + 2.035357198337806e-07, + 2.0335917838565365e-07, + 2.031820827141928e-07, + 2.030048307233301e-07, + 2.0282692503315047e-07, + 2.026493319817746e-07, + 2.0247186682809115e-07, + 2.0229464325893787e-07, + 2.0211768969602417e-07, + 2.019417877363594e-07, + 2.0176621262635308e-07, + 2.015910496311335e-07, + 2.014170945585647e-07, + 2.012435800224921e-07, + 2.0107012232983834e-07, + 2.0089716201709962e-07, + 2.0072377537871944e-07, + 2.0054989136042423e-07, + 2.0037641945691576e-07, + 2.0020338808990346e-07, + 2.0003120937417407e-07, + 1.9985945698408614e-07, + 1.9968814513049438e-07, + 1.9951808383211755e-07, + 1.9934786621433886e-07, + 1.991780465004922e-07, + 1.990086673231417e-07, + 1.9883914603724406e-07, + 1.9867003686613316e-07, + 1.9850132559895428e-07, + 1.9833346698305832e-07, + 1.9816589258425665e-07, + 1.979987871436606e-07, + 1.97832108028706e-07, + 1.9766584102853813e-07, + 1.975001708842683e-07, + 1.973341596794853e-07, + 1.9716799215530045e-07, + 1.970022083241929e-07, + 1.968368366078721e-07, + 1.9667210438001348e-07, + 1.965080542731812e-07, + 1.9634491366105067e-07, + 1.9618180147062958e-07, + 1.960190729732858e-07, + 1.9585712607295136e-07, + 1.9569529285945464e-07, + 1.9553424124296725e-07, + 1.9537291962024028e-07, + 1.9521164063007745e-07, + 1.9505074533299194e-07, + 1.9488939528855553e-07, + 1.9472841472634173e-07, + 1.945677894354958e-07, + 1.9440808785020636e-07, + 1.9424835784320749e-07, + 1.9408932416808966e-07, + 1.9393065997519443e-07, + 1.937722799993935e-07, + 1.9361426950581517e-07, + 1.9345628743394627e-07, + 1.9329866063344525e-07, + 1.9314148858029512e-07, + 1.9298491338304302e-07, + 1.9282968821698887e-07, + 1.926748183223026e-07, + 1.925203036989842e-07, + 1.9236593118421297e-07, + 1.9221197078422847e-07, + 1.9205883461381745e-07, + 1.9190638056443277e-07, + 1.9175368493051792e-07, + 1.9160131614626152e-07, + 1.9144981422414276e-07, + 1.9129868178424658e-07, + 1.911479046157183e-07, + 1.9099724113402772e-07, + 1.9084627922438813e-07, + 1.9069679524363892e-07, + 1.9054763811254816e-07, + 1.903980120232518e-07, + 1.9024905384412705e-07, + 1.9010039409295132e-07, + 1.8995149275724543e-07, + 1.8980225036102638e-07, + 1.896537327183978e-07, + 1.8950571245568426e-07, + 1.893579621992103e-07, + 1.892105387923948e-07, + 1.890633996026736e-07, + 1.8891674358201271e-07, + 1.8877007335049711e-07, + 1.8862368733607582e-07, + 1.8847777027986012e-07, + 1.8833253534467076e-07, + 1.8818784042196057e-07, + 1.8804328760779754e-07, + 1.8789877742619865e-07, + 1.8775530463699397e-07, + 1.8761215869744774e-07, + 1.8746925434243167e-07, + 1.873264494633986e-07, + 1.8718353089752782e-07, + 1.8704109550071735e-07, + 1.868993422249332e-07, + 1.8675791579880752e-07, + 1.8661677358977613e-07, + 1.8647592980869376e-07, + 1.8633595288974902e-07, + 1.8619660124841175e-07, + 1.8605702223339904e-07, + 1.8591772743548063e-07, + 1.8577873106551124e-07, + 1.85639976280072e-07, + 1.8550203151335154e-07, + 1.8536347567987832e-07, + 1.8522490563555039e-07, + 1.8508670507344505e-07, + 1.849487745175793e-07, + 1.8481166819128703e-07, + 1.8467481766037963e-07, + 1.8453806660545524e-07, + 1.8440161397847987e-07, + 1.8426509029723093e-07, + 1.8412907820675173e-07, + 1.8399356349618756e-07, + 1.8385846090041014e-07, + 1.837236283108723e-07, + 1.8358906572757405e-07, + 1.8345512842188327e-07, + 1.8332160323097924e-07, + 1.831878080338356e-07, + 1.8305567550669366e-07, + 1.8292388404006488e-07, + 1.8279236257967568e-07, + 1.826616937705694e-07, + 1.8253162181736116e-07, + 1.8240180565953779e-07, + 1.8227220266453514e-07, + 1.8214292651919095e-07, + 1.820138777475222e-07, + 1.8188457318046858e-07, + 1.8175518334828666e-07, + 1.8162614878747263e-07, + 1.8149737002204347e-07, + 1.8136827861781057e-07, + 1.8124001144315116e-07, + 1.811127390283218e-07, + 1.8098599241511693e-07, + 1.808596721275535e-07, + 1.807335650028108e-07, + 1.8060779893858125e-07, + 1.804822886697366e-07, + 1.8035700577456737e-07, + 1.802317655119623e-07, + 1.8010680946645152e-07, + 1.7998206658376148e-07, + 1.798575652856016e-07, + 1.7973366084333975e-07, + 1.7960998377475335e-07, + 1.794865482906971e-07, + 1.793628854329654e-07, + 1.7923943573805445e-07, + 1.791159860431435e-07, + 1.7899282056532684e-07, + 1.788697687743479e-07, + 1.7874663171824068e-07, + 1.7862379309008247e-07, + 1.7850086919679597e-07, + 1.783777889841076e-07, + 1.7825509246449656e-07, + 1.7813303543334769e-07, + 1.780103104920272e-07, + 1.7788771344839915e-07, + 1.7776581273665215e-07, + 1.7764411097687116e-07, + 1.7752344660948438e-07, + 1.7740279645295232e-07, + 1.7728254420035228e-07, + 1.7716288880365028e-07, + 1.7704302024412755e-07, + 1.7692339326913498e-07, + 1.7680417840892915e-07, + 1.766849351270139e-07, + 1.765655639474062e-07, + 1.7644596539412305e-07, + 1.7632646631682292e-07, + 1.762071661914888e-07, + 1.760873260536755e-07, + 1.7596811119346967e-07, + 1.7584908107437514e-07, + 1.7573027832895605e-07, + 1.7561144716182753e-07, + 1.7549285757922917e-07, + 1.753745380028704e-07, + 1.7525609052881919e-07, + 1.7513781358502456e-07, + 1.7501970717148652e-07, + 1.749021976138465e-07, + 1.7478490121902723e-07, + 1.7466798851728527e-07, + 1.745516442497319e-07, + 1.744358115729483e-07, + 1.7432013521556655e-07, + 1.7420437359305652e-07, + 1.7408861197054648e-07, + 1.739722392812837e-07, + 1.738556818509096e-07, + 1.7373926652908267e-07, + 1.7362306437007646e-07, + 1.7350724590414757e-07, + 1.7339094426915835e-07, + 1.7327485579698987e-07, + 1.7315865363798366e-07, + 1.73042124629319e-07, + 1.7292623510911653e-07, + 1.7281033137805935e-07, + 1.7269444185785687e-07, + 1.7257877971132984e-07, + 1.724632028299311e-07, + 1.723479243764814e-07, + 1.722324896036298e-07, + 1.721172395718895e-07, + 1.7200238744408125e-07, + 1.7188824585900875e-07, + 1.7177423217162868e-07, + 1.7166053112305235e-07, + 1.7154717113498918e-07, + 1.7143401009889203e-07, + 1.713210480147609e-07, + 1.7120810014148446e-07, + 1.7109536543102877e-07, + 1.709828580942485e-07, + 1.7087060655285313e-07, + 1.7075855396342376e-07, + 1.7064671453681513e-07, + 1.7053464773653104e-07, + 1.7042277988821297e-07, + 1.7031105414844205e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0039290934801101685, + 0.0032722095493227243, + 0.002972411923110485, + 0.002522708149626851, + 0.0024691850412636995, + 0.0025288029573857784, + 0.0023500940296798944, + 0.0019990995060652494, + 0.0016901696799322963, + 0.0014150328934192657, + 0.0012144478969275951, + 0.0010639226529747248, + 0.0009631953435018659, + 0.0008995804819278419, + 0.0008550891070626676, + 0.000823753303848207, + 0.0008026370778679848, + 0.0007825082284398377, + 0.0007587791769765317, + 0.0007430237019434571, + 0.0007257617544382811, + 0.0007015041774138808, + 0.0006791311898268759, + 0.0006584135699085891, + 0.0006332551129162312, + 0.0005974978557787836, + 0.0005691208643838763, + 0.0005394820473156869, + 0.0005130949430167675, + 0.0004973953473381698, + 0.00047816033475100994, + 0.00046270122402347624, + 0.0004490971041377634, + 0.00043502135667949915, + 0.00042209948878735304, + 0.0004088771529495716, + 0.0003959627356380224, + 0.0003834189847111702, + 0.0003716187784448266, + 0.00036171311512589455, + 0.0003505439672153443, + 0.0003403588489163667, + 0.00032958987867459655, + 0.00031872643739916384, + 0.00031060786568559706, + 0.00030324162798933685, + 0.00029737784643657506, + 0.00029213912785053253, + 0.0002868259325623512, + 0.0002834165934473276, + 0.00027952028904110193, + 0.00027561106253415346, + 0.0002715621667448431, + 0.00026805573725141585, + 0.0002638941805344075, + 0.0002612476237118244, + 0.0002587791532278061, + 0.0002562403678894043, + 0.0002539937850087881, + 0.00025213119806721807, + 0.0002507483586668968, + 0.0002486984885763377, + 0.0002472367195878178, + 0.0002452383632771671, + 0.00024273591407109052, + 0.00024060609575826675, + 0.0002392410533502698, + 0.00023748044623062015, + 0.00023504302953369915, + 0.00023237208370119333, + 0.00022968024131841958, + 0.00022633487242273986, + 0.00022320302377920598, + 0.00022001394245307893, + 0.0002172683598473668, + 0.00021437766554299742, + 0.0002115100942319259, + 0.00020888827566523105, + 0.00020606555335689336, + 0.0002036161022260785, + 0.00020137398678343743, + 0.00019867655646521598, + 0.00019651030015666038, + 0.00019446431542746723, + 0.00019223759591113776, + 0.00019030591647606343, + 0.00018870391068048775, + 0.00018669282144401222, + 0.00018468256166670471, + 0.0001829355169320479, + 0.00018158688908442855, + 0.00018051351071335375, + 0.00017965486040338874, + 0.00017880364612210542, + 0.0001779598242137581, + 0.00017697701696306467, + 0.00017552576900925487, + 0.0001741031010169536, + 0.00017275402205996215, + 0.0001715200487524271, + 0.00017035097698681056, + 0.00016950852295849472, + 0.00016893638530746102, + 0.0001685853349044919, + 0.0001684974558884278, + 0.00016836517897900194, + 0.00016836517897900194, + 0.00016809889348223805, + 0.00016765572945587337, + 0.00016686387243680656, + 0.00016603631956968457, + 0.00016513177251908928, + 0.00016436468285974115, + 0.00016368871729355305, + 0.00016326858894899487, + 0.00016310071805492043, + 0.00016297458205372095, + 0.0001628061436349526, + 0.00016267973114736378, + 0.0001625530858291313, + 0.00016204739222303033, + 0.0001613360655028373, + 0.0001602615520823747, + 0.00015932477253954858, + 0.00015844027802813798, + 0.00015776405052747577, + 0.00015721141244284809, + 0.00015689722204115242, + 0.00015642766084056348, + 0.00015588304086122662, + 0.0001553035544930026, + 0.00015469016216229647, + 0.00015400607662741095, + 0.0001533283939352259, + 0.00015265699767041951, + 0.00015195559535641223, + 0.00015118856390472502, + 0.0001503226812928915, + 0.0001493623567512259, + 0.00014848595310468227, + 0.00014758719771634787, + 0.00014656617713626474, + 0.00014566163008566946, + 0.00014450907474383712, + 0.000143475437653251, + 0.00014230285887606442, + 0.0001412461424479261, + 0.0001402992638759315, + 0.00013945702812634408, + 0.00013862673949915916, + 0.0001378371089231223, + 0.00013714394299313426, + 0.00013626122381538153, + 0.00013544772809837013, + 0.0001346183562418446, + 0.0001338551373919472, + 0.00013302212755661458, + 0.00013225404836703092, + 0.0001315483241342008, + 0.0001307234779233113, + 0.0001299362484132871, + 0.00012923525355290622, + 0.0001284941245103255, + 0.0001278114359593019, + 0.00012723295367322862, + 0.00012675531615968794, + 0.00012628152035176754, + 0.00012585832155309618, + 0.00012567105295602232, + 0.00012555415742099285, + 0.0001254840026376769, + 0.00012564827920868993, + 0.00012574267748277634, + 0.00012583748321048915, + 0.00012583748321048915, + 0.00012571843399200588, + 0.00012538599548861384, + 0.00012484392209444195, + 0.000124122278066352, + 0.00012307030556257814, + 0.00012175402662251145, + 0.00012019663699902594, + 0.00011813962191808969, + 0.00011576990073081106, + 0.0001129838201450184, + 0.00011009131412720308, + 0.00010690409544622526, + 0.00010365559865022078, + 0.00010047017713077366, + 9.731991303851828e-05, + 9.4423427071888e-05, + 9.165284427581355e-05, + 8.914138015825301e-05, + 8.687873196322471e-05, + 8.478424570057541e-05, + 8.282621274702251e-05, + 8.095033990684897e-05, + 7.917815673863515e-05, + 7.74321670178324e-05, + 7.574063056381419e-05, + 7.412941340589896e-05, + 7.258899859152734e-05, + 7.112883758964017e-05, + 6.976837903494015e-05, + 6.845820462331176e-05, + 6.720379315083846e-05, + 6.600209599127993e-05, + 6.484708865173161e-05, + 6.373664655257016e-05, + 6.267151911742985e-05, + 6.165190279716626e-05, + 6.068744551157579e-05, + 5.9732112276833504e-05, + 5.882783079869114e-05, + 5.792218871647492e-05, + 5.7017568906303495e-05, + 5.613480243482627e-05, + 5.526048698811792e-05, + 5.4455034842249006e-05, + 5.3668758482672274e-05, + 5.294398215482943e-05, + 5.225937638897449e-05, + 5.161278386367485e-05, + 5.10009158460889e-05, + 5.040998075855896e-05, + 4.9815833335742354e-05, + 4.9242757086176425e-05, + 4.866447488893755e-05, + 4.809854362974875e-05, + 4.755044574267231e-05, + 4.699447890743613e-05, + 4.643625288736075e-05, + 4.586919385474175e-05, + 4.529383295448497e-05, + 4.473563967621885e-05, + 4.4177770178066567e-05, + 4.362132676760666e-05, + 4.3072399421362206e-05, + 4.2535662942100316e-05, + 4.201750925858505e-05, + 4.151160828769207e-05, + 4.1034058085642755e-05, + 4.0570936107542366e-05, + 4.0136037569027394e-05, + 3.970746183767915e-05, + 3.9303675293922424e-05, + 3.891159576596692e-05, + 3.853762609651312e-05, + 3.816572279902175e-05, + 3.779334656428546e-05, + 3.74347873730585e-05, + 3.7081499613123015e-05, + 3.673390892799944e-05, + 3.638771522673778e-05, + 3.6044177250005305e-05, + 3.5708217183128e-05, + 3.53789291693829e-05, + 3.5050223232246935e-05, + 3.473214019322768e-05, + 3.4410139051033184e-05, + 3.409177588764578e-05, + 3.3780248486436903e-05, + 3.346888843225315e-05, + 3.3167656511068344e-05, + 3.288240259280428e-05, + 3.259958612034097e-05, + 3.2325886422768235e-05, + 3.205340544809587e-05, + 3.178870974807069e-05, + 3.153373836539686e-05, + 3.129254037048668e-05, + 3.106278018094599e-05, + 3.083753472310491e-05, + 3.0613089620601386e-05, + 3.039103285118472e-05, + 3.0179562600096688e-05, + 2.997453702846542e-05, + 2.9777624149573967e-05, + 2.9590570193249732e-05, + 2.941219281638041e-05, + 2.924005275417585e-05, + 2.9073724363115616e-05, + 2.8914886570419185e-05, + 2.8760850909748115e-05, + 2.861229768313933e-05, + 2.8468251912272535e-05, + 2.8329925044090487e-05, + 2.819752444338519e-05, + 2.8068292522220872e-05, + 2.7943837267230265e-05, + 2.7824991775560193e-05, + 2.771004437818192e-05, + 2.7597287044045515e-05, + 2.7483982194098644e-05, + 2.7372812837711535e-05, + 2.7265223252470605e-05, + 2.7157289878232405e-05, + 2.705223232624121e-05, + 2.6945768695441075e-05, + 2.6840529244509526e-05, + 2.67370978690451e-05, + 2.6635034373612143e-05, + 2.653322553669568e-05, + 2.643163134052884e-05, + 2.6331730623496696e-05, + 2.6230358344037086e-05, + 2.613036849652417e-05, + 2.6033267204184085e-05, + 2.5935200028470717e-05, + 2.583796413091477e-05, + 2.5739014745340683e-05, + 2.5641727916081436e-05, + 2.5545363314449787e-05, + 2.545122151786927e-05, + 2.535976454964839e-05, + 2.5269708203268237e-05, + 2.5182765966746956e-05, + 2.509723162802402e-05, + 2.5012810510816053e-05, + 2.493026477168314e-05, + 2.4848572138580494e-05, + 2.476946247043088e-05, + 2.4691833459655754e-05, + 2.461543226672802e-05, + 2.4541990569559857e-05, + 2.44691673287889e-05, + 2.439793388475664e-05, + 2.432880864944309e-05, + 2.4260818463517353e-05, + 2.419359407213051e-05, + 2.412790126982145e-05, + 2.4063312594080344e-05, + 2.3999060431378894e-05, + 2.3933889679028653e-05, + 2.3867980416980572e-05, + 2.3803771910024807e-05, + 2.3740836695651524e-05, + 2.3677666831645183e-05, + 2.3614840756636113e-05, + 2.3554113795398735e-05, + 2.3494150809710845e-05, + 2.3434036847902462e-05, + 2.3375025193672627e-05, + 2.331694668100681e-05, + 2.325879358977545e-05, + 2.3201080693979748e-05, + 2.3144215447246097e-05, + 2.3086420696927235e-05, + 2.30294608627446e-05, + 2.2973537852521986e-05, + 2.2917678506928496e-05, + 2.286192284373101e-05, + 2.2806219931226224e-05, + 2.275072802149225e-05, + 2.2696222004015e-05, + 2.2642130716121756e-05, + 2.258843232993968e-05, + 2.2536120013683103e-05, + 2.248407508886885e-05, + 2.2431720935855992e-05, + 2.2380105292540975e-05, + 2.2328791601466946e-05, + 2.2278174583334476e-05, + 2.222732837253716e-05, + 2.2176049242261797e-05, + 2.2125450414023362e-05, + 2.2075102606322616e-05, + 2.202540599682834e-05, + 2.197610228904523e-05, + 2.1926762201474048e-05, + 2.187833160860464e-05, + 2.1829855541000143e-05, + 2.1781841496704146e-05, + 2.173408938688226e-05, + 2.1686677428078838e-05, + 2.1640113118337467e-05, + 2.1593672499875538e-05, + 2.1547759388340637e-05, + 2.150293039449025e-05, + 2.1457901311805472e-05, + 2.141332697647158e-05, + 2.1368985471781343e-05, + 2.1325404304661788e-05, + 2.1282692614477128e-05, + 2.1240031855995767e-05, + 2.1197374735493213e-05, + 2.1154844944248907e-05, + 2.111311914632097e-05, + 2.1071340597700328e-05, + 2.1030373318353668e-05, + 2.098962795571424e-05, + 2.094904448313173e-05, + 2.09086065297015e-05, + 2.0867631974397227e-05, + 2.082685568893794e-05, + 2.0786203094758093e-05, + 2.074569056276232e-05, + 2.0705356291728094e-05, + 2.066465276584495e-05, + 2.062406019831542e-05, + 2.05838823603699e-05, + 2.0543842765619047e-05, + 2.050413968390785e-05, + 2.0463887267396785e-05, + 2.042383493972011e-05, + 2.0383840819704346e-05, + 2.034378849202767e-05, + 2.0303843484725803e-05, + 2.0263971237000078e-05, + 2.0224721083650365e-05, + 2.0185800167382695e-05, + 2.0146955648669973e-05, + 2.0107458112761378e-05, + 2.0068058802280575e-05, + 2.0028712242492475e-05, + 1.9989709471701644e-05, + 1.995103775698226e-05, + 1.9912386051146314e-05, + 1.98730322154006e-05, + 1.983384572668001e-05, + 1.979453554667998e-05, + 1.9755605535465293e-05, + 1.9716720998985693e-05, + 1.9677887394209392e-05, + 1.9639495803858154e-05, + 1.9601564417826012e-05, + 1.9563451132853515e-05, + 1.9525637981132604e-05, + 1.9488261386868544e-05, + 1.9451244952506386e-05, + 1.941453774634283e-05, + 1.93776377273025e-05, + 1.934039028128609e-05, + 1.9303277440485545e-05, + 1.9266546587459743e-05, + 1.9230345060350373e-05, + 1.9194796550436877e-05, + 1.915936627483461e-05, + 1.9123997844872065e-05, + 1.9088729459326714e-05, + 1.9053424693993293e-05, + 1.901791983982548e-05, + 1.8982405890710652e-05, + 1.894742490549106e-05, + 1.8912722225650214e-05, + 1.887822145363316e-05, + 1.884393896034453e-05, + 1.8809565517585725e-05, + 1.8775184798869304e-05, + 1.874104782473296e-05, + 1.8707307390286587e-05, + 1.8674139937502332e-05, + 1.864086698333267e-05, + 1.8607466699904762e-05, + 1.8574311980046332e-05, + 1.8541461031418294e-05, + 1.850889384513721e-05, + 1.8476557670510374e-05, + 1.8444394299876876e-05, + 1.8411905330140144e-05, + 1.837956006056629e-05, + 1.8347438526689075e-05, + 1.8315231500309892e-05, + 1.8283113604411483e-05, + 1.825108120101504e-05, + 1.821909609134309e-05, + 1.818727469071746e-05, + 1.815578798414208e-05, + 1.812446498661302e-05, + 1.8093374819727615e-05, + 1.8062375602312386e-05, + 1.8031334548140876e-05, + 1.8000497220782563e-05, + 1.7969940017792396e-05, + 1.7939595636562444e-05, + 1.790951682778541e-05, + 1.7879359802464023e-05, + 1.784949745342601e-05, + 1.781950777512975e-05, + 1.7789720004657283e-05, + 1.7760094124241732e-05, + 1.7730784747982398e-05, + 1.770158633007668e-05, + 1.7672477042651735e-05, + 1.7643478713580407e-05, + 1.7614647731534205e-05, + 1.758587131917011e-05, + 1.7557376850163564e-05, + 1.752890420902986e-05, + 1.750063347571995e-05, + 1.7472504623583518e-05, + 1.7444457625970244e-05, + 1.741625055728946e-05, + 1.73883145180298e-05, + 1.7360722267767414e-05, + 1.733323915686924e-05, + 1.7306110748904757e-05, + 1.7279160601901822e-05, + 1.7252461475436576e-05, + 1.7225867850356735e-05, + 1.719938518363051e-05, + 1.717309896775987e-05, + 1.714715108391829e-05, + 1.7121639757533558e-05, + 1.7096203009714372e-05, + 1.7070806279662065e-05, + 1.7045844288077205e-05, + 1.7021291569108143e-05, + 1.6996888007270172e-05, + 1.697262268862687e-05, + 1.694849197519943e-05, + 1.6924481315072626e-05, + 1.690055250946898e-05, + 1.68768619914772e-05, + 1.6853138731676154e-05, + 1.682939546299167e-05, + 1.680579771345947e-05, + 1.678234366409015e-05, + 1.6759180653025396e-05, + 1.673612860031426e-05, + 1.6713189324946143e-05, + 1.669038465479389e-05, + 1.6667543604853563e-05, + 1.664498631726019e-05, + 1.662256363488268e-05, + 1.6600328308413737e-05, + 1.6578247596044093e-05, + 1.6556583432247862e-05, + 1.6534997484995984e-05, + 1.6513498849235475e-05, + 1.6492116628796794e-05, + 1.6470941773150116e-05, + 1.644994699745439e-05, + 1.642932511458639e-05, + 1.640880509512499e-05, + 1.638849062146619e-05, + 1.6368276192224585e-05, + 1.6348023564205505e-05, + 1.63276545208646e-05, + 1.6307471014442854e-05, + 1.6287158359773457e-05, + 1.626687662792392e-05, + 1.624659853405319e-05, + 1.6226393199758604e-05, + 1.6206489817705005e-05, + 1.6186872016987763e-05, + 1.6167230569408275e-05, + 1.614766733837314e-05, + 1.6128393326653168e-05, + 1.6109135685837828e-05, + 1.6089939890662208e-05, + 1.607082231203094e-05, + 1.6051819329732098e-05, + 1.603297278052196e-05, + 1.6014155335142277e-05, + 1.5995405192370526e-05, + 1.597663140273653e-05, + 1.5957844880176708e-05, + 1.5939100194373168e-05, + 1.5920411897241138e-05, + 1.5901645383564755e-05, + 1.5882993466220796e-05, + 1.5864392480580136e-05, + 1.5845873349462636e-05, + 1.5827388779143803e-05, + 1.5808911484782584e-05, + 1.579052877787035e-05, + 1.5772069673403166e-05, + 1.5753505067550577e-05, + 1.5734902262920514e-05, + 1.5716364941908978e-05, + 1.569780033605639e-05, + 1.5679263015044853e-05, + 1.566091123095248e-05, + 1.5642672224203125e-05, + 1.56245005200617e-05, + 1.5606343367835507e-05, + 1.5588233509333804e-05, + 1.5570289178867824e-05, + 1.55524248839356e-05, + 1.553435140522197e-05, + 1.551634159113746e-05, + 1.549839726067148e-05, + 1.548036925669294e-05, + 1.5462363080587238e-05, + 1.54444405779941e-05, + 1.5426532627316192e-05, + 1.5408701074193232e-05, + 1.5390953194582835e-05, + 1.537317621114198e-05, + 1.535537558083888e-05, + 1.5337633158196695e-05, + 1.531995258119423e-05, + 1.5302317478926852e-05, + 1.528480242996011e-05, + 1.526738196844235e-05, + 1.524993967905175e-05, + 1.5232603800541256e-05, + 1.5215606254059821e-05, + 1.5198556866380386e-05, + 1.5181564776867162e-05, + 1.5164546312007587e-05, + 1.5147627891565207e-05, + 1.5130871361179743e-05, + 1.511429036327172e-05, + 1.5097747564141173e-05, + 1.5081259334692731e-05, + 1.5064871149661485e-05, + 1.5048484783619642e-05, + 1.5032251212687697e-05, + 1.5016035831649788e-05, + 1.4999824998085387e-05, + 1.4983666005718987e-05, + 1.4967555216571782e-05, + 1.4951519005990122e-05, + 1.4935587387299165e-05, + 1.4919703971827403e-05, + 1.4903905139362905e-05, + 1.4888284567859955e-05, + 1.4872770407237113e-05, + 1.485727716499241e-05, + 1.4841859410807956e-05, + 1.482646621298045e-05, + 1.4811129403824452e-05, + 1.4796053619647864e-05, + 1.4781118807150051e-05, + 1.476625675422838e-05, + 1.4751623893971555e-05, + 1.4737114724994171e-05, + 1.4722661944688298e-05, + 1.4708378330396954e-05, + 1.4694054698338732e-05, + 1.467975107516395e-05, + 1.4665262824564707e-05, + 1.465081368223764e-05, + 1.4636384548794013e-05, + 1.4621935406466946e-05, + 1.460752719140146e-05, + 1.4593059859180357e-05, + 1.4578453374269884e-05, + 1.4563878721673973e-05, + 1.454934408684494e-05, + 1.4534936781274155e-05, + 1.4520656804961618e-05, + 1.4506599654851016e-05, + 1.4492537957266904e-05, + 1.4478516277449671e-05, + 1.446454189135693e-05, + 1.4450583876168821e-05, + 1.4436652236327063e-05, + 1.4422654203372076e-05, + 1.4408690731215756e-05, + 1.4394733625522349e-05, + 1.4380851098394487e-05, + 1.436702768842224e-05, + 1.4353318874782417e-05, + 1.4339549124997575e-05, + 1.432584485883126e-05, + 1.431213240721263e-05, + 1.4298500900622457e-05, + 1.4284914868767373e-05, + 1.4271307918534148e-05, + 1.4257735529099591e-05, + 1.4244075828173663e-05, + 1.4230442502594087e-05, + 1.4216827366908547e-05, + 1.4203187674866058e-05, + 1.4189643479767255e-05, + 1.4176238437357824e-05, + 1.4162887055135798e-05, + 1.4149569324217737e-05, + 1.4136285244603641e-05, + 1.4123031178314704e-05, + 1.4109821677266154e-05, + 1.40966612889315e-05, + 1.4083489077165723e-05, + 1.4070297766011208e-05, + 1.405707917001564e-05, + 1.4043746887182351e-05, + 1.4030319107405376e-05, + 1.4016834029462188e-05, + 1.4003469914314337e-05, + 1.3990155821375083e-05, + 1.3976909940538462e-05, + 1.3963698620500509e-05, + 1.3950492757430766e-05, + 1.3937351468484849e-05, + 1.3924242921348196e-05, + 1.391115893056849e-05, + 1.3897958524466958e-05, + 1.3884747204429004e-05, + 1.3871553164790384e-05, + 1.385839277645573e-05, + 1.3845296962244902e-05, + 1.3832154763804283e-05, + 1.3818952538713347e-05, + 1.380567300657276e-05, + 1.3792420759273227e-05, + 1.3779215805698186e-05, + 1.3765959920419846e-05, + 1.3752740414929576e-05, + 1.3739540918322746e-05, + 1.3726273209613282e-05, + 1.3713070075027645e-05, + 1.3699906958208885e-05, + 1.3686687452718616e-05, + 1.3673553439730313e-05, + 1.36604658109718e-05, + 1.3647380001202691e-05, + 1.3634332390211057e-05, + 1.3621308426081669e-05, + 1.3608321751235053e-05, + 1.3595374184660614e-05, + 1.3582463907368947e-05, + 1.3569590009865351e-05, + 1.3556747944676317e-05, + 1.3543918612413108e-05, + 1.3531206604966428e-05, + 1.3518520063371398e-05, + 1.3505955394066405e-05, + 1.3493352525983937e-05, + 1.3480822417477611e-05, + 1.3468407814798411e-05, + 1.3456186024995986e-05, + 1.3444002433971036e-05, + 1.3431987099465914e-05, + 1.3420004506770056e-05, + 1.3408127415459603e-05, + 1.3396286703937221e-05, + 1.338448237220291e-05, + 1.3372706234804355e-05, + 1.3360985576582607e-05, + 1.3349263099371456e-05, + 1.3337570635485463e-05, + 1.3325897270988207e-05, + 1.3314282114151865e-05, + 1.3302709703566507e-05, + 1.329119004367385e-05, + 1.3279723134473898e-05, + 1.3268319889903069e-05, + 1.3256936654215679e-05, + 1.3245560694485903e-05, + 1.3234202924650162e-05, + 1.3222832421888597e-05, + 1.3211489203968085e-05, + 1.3200136891100556e-05, + 1.3188810953579377e-05, + 1.317754686169792e-05, + 1.3166284588805865e-05, + 1.3155055057723075e-05, + 1.3143845535523724e-05, + 1.313265511271311e-05, + 1.3121522897563409e-05, + 1.3110252439219039e-05, + 1.3099015632178634e-05, + 1.3087767001707107e-05, + 1.3076464711048175e-05, + 1.306518151977798e-05, + 1.3053956536168698e-05, + 1.3042629689152818e-05, + 1.3031337402935605e-05, + 1.3020030564803164e-05, + 1.3008687346882652e-05, + 1.299733321502572e-05, + 1.2985935427423101e-05, + 1.2974557648703922e-05, + 1.2963188055437058e-05, + 1.2951838471053634e-05, + 1.2940506167069543e-05, + 1.2929238437209278e-05, + 1.2917991625727154e-05, + 1.290677028009668e-05, + 1.2895627151010558e-05, + 1.2884512216260191e-05, + 1.2873399100499228e-05, + 1.2862321455031633e-05, + 1.2851217434217688e-05, + 1.2840080671594478e-05, + 1.2828971193812322e-05, + 1.2817888091376517e-05, + 1.2806859558622818e-05, + 1.2795857401215471e-05, + 1.2784882528649177e-05, + 1.277398769161664e-05, + 1.2763087397615891e-05, + 1.275221165997209e-05, + 1.2741362297674641e-05, + 1.2730503840430174e-05, + 1.271967266802676e-05, + 1.2708866961474996e-05, + 1.2698112186626531e-05, + 1.2687376511166804e-05, + 1.2676676306000445e-05, + 1.2666001566685736e-05, + 1.2655353202717379e-05, + 1.2644742128031794e-05, + 1.2634108315978665e-05, + 1.2623463589989115e-05, + 1.2612843420356512e-05, + 1.260224871657556e-05, + 1.2591694940056186e-05, + 1.2581190276250709e-05, + 1.257074109162204e-05, + 1.2560293725982774e-05, + 1.2549871826195158e-05, + 1.2539497220132034e-05, + 1.2529130799521226e-05, + 1.2518814401119016e-05, + 1.250847981282277e-05, + 1.2498151590989437e-05, + 1.2487847925513051e-05, + 1.2477512427722104e-05, + 1.2467202395782806e-05, + 1.2456915101211052e-05, + 1.244668510480551e-05, + 1.2436453289410565e-05, + 1.2426266039256006e-05, + 1.2416102435963694e-05, + 1.240595884155482e-05, + 1.2395839803502895e-05, + 1.2385721674945671e-05, + 1.237562537426129e-05, + 1.2365559996396769e-05, + 1.2355530998320319e-05, + 1.2345588402240537e-05, + 1.2335666724538896e-05, + 1.2325771422183607e-05, + 1.2315885214775335e-05, + 1.2306025382713415e-05, + 1.2296219210838899e-05, + 1.2286453966225963e-05, + 1.2276673260203097e-05, + 1.2266913472558372e-05, + 1.2257209164090455e-05, + 1.2247529411979485e-05, + 1.2237873306730762e-05, + 1.2228224477439653e-05, + 1.2218556548759807e-05, + 1.2208982298034243e-05, + 1.219942896568682e-05, + 1.2189844710519537e-05, + 1.2180303201603238e-05, + 1.2170780792075675e-05, + 1.216124655911699e-05, + 1.2151688679296058e-05, + 1.2142177183704916e-05, + 1.2132696610933635e-05, + 1.212323422805639e-05, + 1.2113792763557285e-05, + 1.2104367669962812e-05, + 1.2094974408682901e-05, + 1.2085579328413587e-05, + 1.2076206076017115e-05, + 1.2066860108461697e-05, + 1.2057558706146665e-05, + 1.20482918646303e-05, + 1.2039033208566252e-05, + 1.2029776371491607e-05, + 1.2020587746519595e-05, + 1.201141822093632e-05, + 1.2002266885247082e-05, + 1.1993122825515456e-05, + 1.1983969670836814e-05, + 1.1974847438978031e-05, + 1.1965768862864934e-05, + 1.1956710295635276e-05, + 1.1947669918299653e-05, + 1.1938647730858065e-05, + 1.1929681022593286e-05, + 1.192075706057949e-05, + 1.1911819456145167e-05, + 1.1902899132110178e-05, + 1.1893996088474523e-05, + 1.1885110325238202e-05, + 1.1876274584210478e-05, + 1.1867399734910578e-05, + 1.1858523976115976e-05, + 1.1849673683173023e-05, + 1.1840841580124106e-05, + 1.183206131827319e-05, + 1.1823295608337503e-05, + 1.181453717435943e-05, + 1.1805796930275392e-05, + 1.1797052138717845e-05, + 1.1788340088969562e-05, + 1.177965896204114e-05, + 1.1771008757932577e-05, + 1.1762374015233945e-05, + 1.1753756552934647e-05, + 1.1745179108402226e-05, + 1.1736627129721455e-05, + 1.172805787064135e-05, + 1.1719595022441354e-05, + 1.1711154002114199e-05, + 1.1702729352691676e-05, + 1.1694361091940664e-05, + 1.1686031939461827e-05, + 1.167771733889822e-05, + 1.1669416380755138e-05, + 1.1661136340990197e-05, + 1.1652871762635186e-05, + 1.1644589903880842e-05, + 1.1636301678663585e-05, + 1.1628038919297978e-05, + 1.1619791621342301e-05, + 1.1611525223997887e-05, + 1.1603311577346176e-05, + 1.1595160685828887e-05, + 1.1587043445615564e-05, + 1.1578950761759188e-05, + 1.1570873539312743e-05, + 1.156281814473914e-05, + 1.1554779121070169e-05, + 1.154675646830583e-05, + 1.1538737453520298e-05, + 1.1530733900144696e-05, + 1.1522745808179025e-05, + 1.151477135863388e-05, + 1.150683601736091e-05, + 1.1498913409013767e-05, + 1.1491008990560658e-05, + 1.1483090020192321e-05, + 1.147518378274981e-05, + 1.1467277545307297e-05, + 1.145938949775882e-05, + 1.1451508726167958e-05, + 1.1443622497608885e-05, + 1.1435753549449146e-05, + 1.1427880053815898e-05, + 1.1419998372730333e-05, + 1.1412141248001717e-05, + 1.140432505053468e-05, + 1.1396465197321959e-05, + 1.1388613529561553e-05, + 1.1380805517546833e-05, + 1.1373011147952639e-05, + 1.1365282261976972e-05, + 1.1357556104485411e-05, + 1.1349856322340202e-05, + 1.1342192919983063e-05, + 1.13345167847001e-05, + 1.1326855201332364e-05, + 1.1319219083816279e-05, + 1.1311582056805491e-05, + 1.1303936844342388e-05, + 1.1296276170469355e-05, + 1.1288622772553936e-05, + 1.1280983926553745e-05, + 1.1273309610260185e-05, + 1.1265674402238801e-05, + 1.125805101764854e-05, + 1.1250442184973508e-05, + 1.1242832442803774e-05, + 1.1235236343054567e-05, + 1.1227659342694096e-05, + 1.1220075066376012e-05, + 1.1212500794499647e-05, + 1.1204938346054405e-05, + 1.1197412277397234e-05, + 1.1189900760655291e-05, + 1.1182411981280893e-05, + 1.1174959581694566e-05, + 1.1167540833412204e-05, + 1.1160133908560965e-05, + 1.1152720617246814e-05, + 1.1145306416437961e-05, + 1.1137853107356932e-05, + 1.1130388884339482e-05, + 1.1122932846774347e-05, + 1.111549045162974e-05, + 1.1108071703347377e-05, + 1.1100625670223963e-05, + 1.109319146053167e-05, + 1.1085750884376466e-05, + 1.1078287570853718e-05, + 1.1070865184592549e-05, + 1.106344279833138e-05, + 1.1056021321564913e-05, + 1.1048614396713674e-05, + 1.1041211109841242e-05, + 1.1033829650841653e-05, + 1.1026436368410941e-05, + 1.1019057637895457e-05, + 1.1011701644747518e-05, + 1.1004391126334667e-05, + 1.0997088793374132e-05, + 1.0989806469297037e-05, + 1.0982546882587485e-05, + 1.097530093829846e-05, + 1.0968068636429962e-05, + 1.0960836334561463e-05, + 1.0953617675113492e-05, + 1.0946412658086047e-05, + 1.0939224011963233e-05, + 1.0932047189271543e-05, + 1.092488400900038e-05, + 1.0917706276813988e-05, + 1.0910543096542824e-05, + 1.0903389011218678e-05 + ], + "stabilities": [ + 1.0, + 0.7058823108673096, + 0.5833333730697632, + 1.0, + 0.1428571343421936, + -1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9545454382896423, + 0.8095238208770752, + 0.8235294222831726, + 0.7857142686843872, + 0.7272727489471436, + 1.0, + 1.0, + 0.699999988079071, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9230769276618958, + 1.0, + 1.0, + 0.6666666269302368, + 1.0, + 0.8888888955116272, + 0.9583333134651184, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9117646813392639, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8163264989852905, + 0.9750000238418579, + 0.8461538553237915, + 0.939393937587738, + 1.0, + 0.6666666269302368, + 1.0, + 1.0, + 1.0, + 0.8965517282485962, + 1.0, + 0.65625, + 0.9523809552192688, + 1.0, + 0.9047619104385376, + 0.8421052694320679, + 0.75, + 1.0, + 0.7222222089767456, + 1.0, + 1.0, + 0.8695652484893799, + 0.6499999761581421, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9722222089767456, + 1.0, + 0.8918918967247009, + 1.0, + 1.0, + 0.9459459185600281, + 1.0, + 0.8974359035491943, + 0.9428571462631226, + 1.0, + 0.8292682766914368, + 0.970588207244873, + 1.0, + 0.8918918967247009, + 0.8484848737716675, + 1.0, + 1.0, + 0.8918918967247009, + 0.7878787517547607, + 0.807692289352417, + 0.8095238208770752, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9666666388511658, + 0.931034505367279, + 0.9629629850387573, + 0.7307692170143127, + 0.6842105388641357, + 0.615384578704834, + 0.25, + 1.0, + 0.0, + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8571428656578064, + 0.8888888955116272, + 0.625, + 0.3999999761581421, + 0.75, + 1.0, + 0.75, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8846153616905212, + 0.95652174949646, + 0.7727272510528564, + 0.8235294222831726, + 0.5714285373687744, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9259259104728699, + 1.0, + 1.0, + 0.8999999761581421, + 1.0, + 0.9142857193946838, + 1.0, + 0.9189189076423645, + 0.9117646813392639, + 0.9032257795333862, + 1.0, + 0.9642857313156128, + 0.8888888955116272, + 1.0, + 0.9354838728904724, + 1.0, + 0.9333333373069763, + 1.0, + 0.9354838728904724, + 0.931034505367279, + 1.0, + 0.96875, + 0.9032257795333862, + 1.0, + 0.9333333373069763, + 0.8571428656578064, + 0.8333333134651184, + 1.0, + 0.8999999761581421, + 0.4444444179534912, + 0.625, + 0.6000000238418579, + -2.3333332538604736, + 1.0, + 1.0, + 1.0, + NaN, + 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, + 0.9889298677444458, + 0.9776119589805603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969135522842407, + 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, + 0.977319598197937, + 1.0, + 0.9755101799964905, + 0.9958158731460571, + 0.993697464466095, + 0.9936575293540955, + 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, + 0.9919028282165527, + 1.0, + 0.9931305050849915, + 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, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956063032150269, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992122650146484, + 1.0, + 1.0, + 0.992277979850769, + 0.994163453578949, + 1.0, + 1.0, + 0.9914893507957458, + 1.0, + 0.9988358616828918, + 1.0, + 0.9922540783882141, + 0.9875097870826721, + 1.0, + 0.994106113910675, + 0.9818181991577148, + 0.9931561946868896, + 1.0, + 1.0, + 1.0, + 0.9922390580177307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945504069328308, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968358874320984, + 1.0, + 0.9868213534355164, + 1.0, + 1.0, + 0.9979934096336365, + 1.0, + 0.9874839782714844, + 1.0, + 1.0, + 0.9785038828849792, + 1.0, + 0.9947735071182251, + 0.9862813949584961, + 0.9991121888160706, + 1.0, + 0.9920341968536377, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9888439774513245, + 0.9943590760231018, + 1.0, + 1.0, + 0.9801187515258789, + 1.0, + 1.0, + 0.9947477579116821, + 0.9969431757926941, + 1.0, + 1.0, + 0.9978126883506775, + 1.0, + 1.0, + 0.9941465854644775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.994353175163269, + 1.0, + 1.0, + 0.9877206683158875, + 1.0, + 1.0, + 0.9972172975540161, + 1.0, + 0.9974766373634338, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980582594871521, + 1.0, + 1.0, + 0.992090106010437, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922059774398804, + 1.0, + 0.9985822439193726, + 0.985802173614502, + 1.0, + 0.9992899298667908, + 1.0, + 0.9919811487197876, + 0.9907275438308716, + 1.0, + 1.0, + 1.0, + 0.9896737933158875, + 1.0, + 0.9889645576477051, + 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, + 0.9929810166358948, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992464184761047, + 1.0, + 1.0, + 0.9974006414413452, + 0.9981384873390198, + 1.0, + 1.0, + 0.9970582723617554, + 0.9987092018127441, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996439218521118, + 0.9939447641372681, + 0.9899659752845764, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931058287620544, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960997104644775, + 0.9919986128807068, + 1.0, + 1.0, + 1.0, + 0.9983221292495728, + 0.9988235235214233, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968076348304749, + 1.0, + 0.9998403787612915, + 1.0, + 1.0, + 1.0, + 0.9981102347373962, + 1.0, + 0.9982644319534302, + 1.0, + 0.9971857666969299, + 1.0, + 1.0, + 1.0, + 0.996130645275116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969432950019836, + 1.0, + 0.9993903636932373, + 1.0, + 1.0, + 1.0, + 0.9982014298439026, + 0.9939939975738525, + 1.0, + 0.9933695197105408, + 0.9995449185371399, + 0.9968128800392151, + 1.0, + 1.0, + 0.9986351132392883, + 0.9940774440765381, + 0.9888481497764587, + 1.0, + 1.0, + 0.9883399605751038, + 0.9889785647392273, + 0.9992151856422424, + 0.9995287656784058, + 0.9996857047080994, + 1.0, + 1.0, + 0.9951418042182922, + 1.0, + 1.0, + 0.9990667104721069, + 0.9989101886749268, + 0.9926745891571045, + 1.0, + 1.0, + 0.9990589618682861, + 1.0, + 0.9923568964004517, + 0.9987425208091736, + 0.9963802099227905, + 0.9976307153701782, + 0.9855921268463135, + 1.0, + 1.0, + 0.9990382790565491, + 0.9945451617240906, + 0.9958057999610901, + 0.9863923788070679, + 0.9990146160125732, + 0.9940818548202515, + 1.0, + 1.0, + 1.0, + 0.99479079246521, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890639781951904, + 0.9905691146850586, + 1.0, + 1.0, + 0.9888924956321716, + 1.0, + 1.0, + 0.9996708035469055, + 0.997694730758667, + 0.9963690638542175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975677132606506, + 1.0, + 0.9991888403892517, + 1.0, + 1.0, + 0.9985460638999939, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937304258346558, + 0.99747633934021, + 1.0, + 1.0, + 1.0, + 0.9944873452186584, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990743398666382, + 1.0, + 1.0, + 0.9990763664245605, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968031644821167, + 0.9981673955917358, + 1.0, + 0.9975658059120178, + 0.9839865565299988, + 1.0, + 1.0, + 1.0, + 0.9975489974021912, + 0.9938575029373169, + 0.9936650395393372, + 1.0, + 1.0, + 0.9972041249275208, + 1.0, + 0.9939450621604919, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986029267311096, + 0.9967355728149414, + 1.0, + 0.9978169202804565, + 0.9918737411499023, + 0.9962186813354492, + 1.0, + 0.9988948702812195, + 1.0, + 0.9993686676025391, + 0.985944390296936, + 0.9935927987098694, + 0.9979042410850525, + 0.9873990416526794, + 0.9942735433578491, + 0.9988481402397156, + 0.9915980100631714, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941446185112, + 0.9939509630203247, + 0.9870275259017944, + 1.0, + 0.9998382329940796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974428415298462, + 0.998397707939148, + 0.994382917881012, + 1.0, + 0.9979180097579956, + 1.0, + 0.9966410994529724, + 0.999358057975769, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957526922225952, + 0.9922590851783752, + 0.9987263083457947, + 1.0, + 1.0, + 1.0, + 0.9998406767845154, + 0.9988844394683838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943303465843201, + 0.998921275138855, + 0.9976859092712402, + 1.0, + 1.0, + 0.997840166091919, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978746175765991, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997026324272156, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979514479637146, + 0.9997067451477051, + 1.0, + 0.9963594079017639, + 0.9998538494110107, + 1.0, + 0.9998542070388794, + 1.0, + 1.0, + 0.9997087121009827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936065077781677, + 1.0, + 0.9931316375732422, + 1.0, + 0.9969275593757629, + 0.9933959245681763, + 0.9871472716331482, + 1.0, + 0.9886261820793152, + 0.9998486042022705, + 0.993641197681427, + 0.9993905425071716, + 0.9993901252746582, + 1.0, + 0.9977116584777832, + 1.0, + 1.0, + 1.0, + 0.9974105358123779, + 0.998778223991394, + 0.997706413269043, + 0.9978544116020203, + 0.9967746734619141, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998469948768616, + 1.0, + 1.0, + 0.9969493746757507, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969502687454224, + 1.0, + 0.9993971586227417, + 1.0, + 1.0, + 1.0, + 0.9976144433021545, + 1.0, + 0.9994089603424072, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966801404953003, + 1.0, + 1.0, + 0.9955143928527832, + 1.0, + 1.0, + 0.999709963798523, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975592494010925, + 1.0, + 1.0, + 0.9951065182685852, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975578188896179, + 1.0, + 0.9995682835578918, + 0.9998560547828674, + 1.0, + 0.9988480806350708, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985697865486145, + 0.9981380701065063, + 0.9969866275787354, + 1.0, + 1.0, + 0.9977021217346191, + 1.0, + 0.9974130392074585, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965816736221313, + 1.0, + 0.9980042576789856, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992878437042236, + 0.9985746741294861, + 0.9937196969985962, + 1.0, + 1.0, + 1.0, + 0.9995696544647217, + 0.9968426823616028, + 0.9978404641151428, + 1.0, + 1.0, + 0.9965507388114929, + 0.9997115731239319, + 1.0, + 1.0, + 1.0, + 0.9923970699310303, + 1.0, + 1.0, + 0.9978432655334473, + 1.0, + 1.0, + 1.0, + 0.9972853064537048, + 0.998853862285614, + 1.0, + 1.0, + 1.0, + 0.9988532066345215, + 1.0, + 1.0, + 0.9991410374641418, + 0.9974208474159241, + 0.9984197616577148, + 1.0, + 1.0, + 0.9948357343673706, + 0.9998558163642883, + 1.0, + 1.0, + 1.0, + 0.9985648393630981, + 0.9974130392074585, + 0.9998559355735779, + 1.0, + 1.0, + 0.9958207011222839, + 0.9976845383644104, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9962430596351624, + 1.0, + 1.0, + 0.9994248151779175, + 1.0, + 0.9962592720985413, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998273491859436, + 0.9984146356582642, + 0.9988451600074768, + 1.0, + 1.0, + 0.9972545504570007, + 0.9989857077598572, + 1.0, + 0.9894546866416931, + 0.9992700219154358, + 1.0, + 0.9954708218574524, + 0.9972113966941833, + 1.0, + 1.0, + 0.9994114637374878, + 1.0, + 1.0, + 1.0, + 0.9991225004196167, + 1.0, + 1.0, + 0.9954813718795776, + 0.99421626329422, + 0.9976435899734497, + 0.9986714124679565, + 1.0, + 0.9991130828857422, + 1.0, + 0.9998520612716675, + 1.0, + 0.9997044801712036, + 1.0, + 1.0, + 0.997044026851654, + 1.0, + 0.9998517632484436, + 1.0, + 1.0, + 1.0, + 0.9994102716445923, + 1.0, + 1.0, + 0.9995589256286621, + 1.0, + 1.0, + 0.9986836314201355, + 0.9966315031051636, + 1.0, + 1.0, + 0.9962099194526672, + 1.0, + 0.9932699203491211, + 1.0, + 0.998382568359375, + 0.9969072341918945, + 1.0, + 0.9997055530548096, + 0.998527467250824, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968065023422241, + 1.0, + 0.9998543858528137, + 1.0, + 1.0, + 0.9994186162948608, + 1.0, + 1.0, + 1.0, + 0.9966671466827393, + 1.0, + 0.9985460638999939, + 0.9969423413276672, + 0.9972250461578369, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984140992164612, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964377284049988, + 1.0, + 1.0, + 0.999857485294342, + 1.0, + 0.9991458058357239, + 1.0, + 1.0, + 0.998579740524292, + 0.9954487085342407, + 1.0, + 0.9990005493164062, + 0.9987137317657471, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997142553329468, + 0.9994283318519592, + 1.0, + 0.9998570084571838, + 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, + 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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..245c341c65149f92852cce926ca1c7b9a55ec8d2 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 13787.919921875, + "strength": 8852.0712890625, + "max_strength": 14082.0, + "final_strength": 14044.0, + "sample_efficiency": 1.7031092625074962e-07, + "training_efficiency": 1.0903390830208082e-05, + "stability": 0.9985794425010681 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..245c341c65149f92852cce926ca1c7b9a55ec8d2 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 13787.919921875, + "strength": 8852.0712890625, + "max_strength": 14082.0, + "final_strength": 14044.0, + "sample_efficiency": 1.7031092625074962e-07, + "training_efficiency": 1.0903390830208082e-05, + "stability": 0.9985794425010681 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_train.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..f5733eb562de0911a81471c81c0ff9066b1ef35c --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 13787.919921875, + "strength": 8852.0712890625, + "max_strength": 14082.0, + "final_strength": 14044.0, + "sample_efficiency": 1.7031092625074962e-07, + "training_efficiency": 1.0903390830208082e-05, + "stability": 0.9985794425010681 + }, + "local": { + "mean_returns": [ + 40.0, + 55.0, + 50.0, + 45.0, + 52.0, + 40.0, + 36.0, + 44.0, + 54.0, + 60.0, + 70.0, + 76.0, + 82.0, + 80.0, + 72.0, + 66.0, + 60.0, + 54.0, + 54.0, + 58.0, + 52.0, + 54.0, + 62.0, + 62.0, + 62.0, + 70.0, + 90.0, + 86.0, + 96.0, + 98.0, + 78.0, + 92.0, + 86.0, + 84.0, + 90.0, + 90.0, + 96.0, + 100.0, + 104.0, + 106.0, + 100.0, + 114.0, + 114.0, + 126.0, + 136.0, + 118.0, + 116.0, + 104.0, + 100.0, + 104.0, + 82.0, + 90.0, + 92.0, + 96.0, + 90.0, + 102.0, + 80.0, + 78.0, + 80.0, + 76.0, + 70.0, + 62.0, + 74.0, + 64.0, + 74.0, + 84.0, + 78.0, + 64.0, + 72.0, + 86.0, + 92.0, + 94.0, + 110.0, + 108.0, + 112.0, + 104.0, + 110.0, + 112.0, + 108.0, + 116.0, + 108.0, + 104.0, + 120.0, + 106.0, + 104.0, + 112.0, + 104.0, + 94.0, + 110.0, + 112.0, + 104.0, + 90.0, + 80.0, + 72.0, + 72.0, + 72.0, + 78.0, + 98.0, + 98.0, + 96.0, + 92.0, + 90.0, + 76.0, + 64.0, + 54.0, + 42.0, + 44.0, + 38.0, + 50.0, + 58.0, + 74.0, + 76.0, + 80.0, + 74.0, + 70.0, + 58.0, + 46.0, + 44.0, + 46.0, + 44.0, + 44.0, + 62.0, + 72.0, + 90.0, + 84.0, + 82.0, + 72.0, + 66.0, + 54.0, + 62.0, + 66.0, + 68.0, + 70.0, + 74.0, + 74.0, + 74.0, + 76.0, + 80.0, + 86.0, + 92.0, + 88.0, + 90.0, + 98.0, + 92.0, + 108.0, + 102.0, + 112.0, + 106.0, + 100.0, + 94.0, + 94.0, + 92.0, + 86.0, + 100.0, + 96.0, + 98.0, + 94.0, + 100.0, + 96.0, + 92.0, + 102.0, + 100.0, + 94.0, + 98.0, + 94.0, + 86.0, + 78.0, + 78.0, + 74.0, + 54.0, + 48.0, + 44.0, + 24.0, + 30.0, + 30.0, + 38.0, + 48.0, + 66.0, + 84.0, + 100.0, + 130.0, + 156.0, + 182.0, + 236.0, + 278.0, + 338.0, + 372.0, + 436.0, + 480.0, + 512.0, + 552.0, + 556.0, + 580.0, + 574.0, + 562.0, + 562.0, + 566.0, + 582.0, + 590.0, + 622.0, + 646.0, + 660.0, + 676.0, + 686.0, + 684.0, + 702.0, + 716.0, + 730.0, + 746.0, + 762.0, + 776.0, + 788.0, + 790.0, + 828.0, + 830.0, + 878.0, + 928.0, + 960.0, + 1008.0, + 986.0, + 1018.0, + 994.0, + 990.0, + 984.0, + 978.0, + 990.0, + 1042.0, + 1054.0, + 1114.0, + 1144.0, + 1164.0, + 1238.0, + 1306.0, + 1396.0, + 1494.0, + 1532.0, + 1618.0, + 1708.0, + 1788.0, + 1854.0, + 1898.0, + 1964.0, + 1964.0, + 2014.0, + 1998.0, + 2076.0, + 2062.0, + 2110.0, + 2116.0, + 2210.0, + 2326.0, + 2356.0, + 2440.0, + 2524.0, + 2644.0, + 2762.0, + 2850.0, + 2942.0, + 3094.0, + 3156.0, + 3368.0, + 3516.0, + 3634.0, + 3838.0, + 3934.0, + 3934.0, + 4114.0, + 4200.0, + 4410.0, + 4520.0, + 4590.0, + 4570.0, + 4572.0, + 4712.0, + 4926.0, + 5116.0, + 5112.0, + 5192.0, + 5218.0, + 5178.0, + 5148.0, + 5184.0, + 5208.0, + 5164.0, + 5192.0, + 5186.0, + 5202.0, + 5162.0, + 5098.0, + 5128.0, + 5098.0, + 5006.0, + 4972.0, + 5004.0, + 5158.0, + 5192.0, + 5152.0, + 5296.0, + 5296.0, + 5498.0, + 5570.0, + 5609.0, + 5669.0, + 5791.0, + 5919.0, + 5961.0, + 6195.0, + 6277.0, + 6243.0, + 6455.0, + 6555.0, + 6833.0, + 6885.0, + 6987.0, + 6991.0, + 6969.0, + 7019.0, + 6927.0, + 6961.0, + 7015.0, + 7001.0, + 7069.0, + 6981.0, + 6981.0, + 7016.0, + 6866.0, + 6926.0, + 6890.0, + 6796.0, + 6790.0, + 6817.0, + 6763.0, + 6763.0, + 6825.0, + 7023.0, + 7209.0, + 7129.0, + 7089.0, + 7217.0, + 7281.0, + 7137.0, + 7159.0, + 7273.0, + 7235.0, + 7213.0, + 7315.0, + 7353.0, + 7337.0, + 7551.0, + 7555.0, + 7511.0, + 7595.0, + 7675.0, + 7763.0, + 7830.0, + 7786.0, + 7820.0, + 7856.0, + 7760.0, + 7808.0, + 7944.0, + 7922.0, + 7964.0, + 7944.0, + 8068.0, + 8228.0, + 8228.0, + 8278.0, + 8262.0, + 8286.0, + 8382.0, + 8316.0, + 8412.0, + 8420.0, + 8462.0, + 8506.0, + 8440.0, + 8502.0, + 8490.0, + 8370.0, + 8488.0, + 8482.0, + 8518.0, + 8450.0, + 8372.0, + 8436.0, + 8510.0, + 8560.0, + 8472.0, + 8556.0, + 8462.0, + 8486.0, + 8538.0, + 8578.0, + 8764.0, + 8796.0, + 8844.0, + 8888.0, + 8924.0, + 9082.0, + 9136.0, + 9136.0, + 9182.0, + 9182.0, + 9388.0, + 9422.0, + 9490.0, + 9586.0, + 9644.0, + 9726.0, + 9658.0, + 9658.0, + 9720.0, + 9968.0, + 10030.0, + 10104.0, + 10104.0, + 10104.0, + 10202.0, + 10478.0, + 10526.0, + 10654.0, + 10646.0, + 10728.0, + 10810.0, + 10782.0, + 10762.0, + 10908.0, + 10916.0, + 10884.0, + 10870.0, + 10870.0, + 11018.0, + 11216.0, + 11272.0, + 11268.0, + 11200.0, + 11088.0, + 11140.0, + 11210.0, + 11268.0, + 11370.0, + 11528.0, + 11642.0, + 11562.0, + 11562.0, + 11586.0, + 11604.0, + 11726.0, + 11822.0, + 11832.0, + 11786.0, + 11692.0, + 11818.0, + 11954.0, + 11958.0, + 11938.0, + 11924.0, + 11928.0, + 11952.0, + 12178.0, + 12216.0, + 12222.0, + 12346.0, + 12404.0, + 12464.0, + 12538.0, + 12568.0, + 12528.0, + 12570.0, + 12568.0, + 12622.0, + 12730.0, + 12738.0, + 12714.0, + 12714.0, + 12692.0, + 12830.0, + 12794.0, + 12938.0, + 12940.0, + 12960.0, + 12910.0, + 12948.0, + 12996.0, + 13034.0, + 13062.0, + 13124.0, + 13084.0, + 13160.0, + 13152.0, + 13172.0, + 13220.0, + 13382.0, + 13358.0, + 13278.0, + 13310.0, + 13222.0, + 13216.0, + 13174.0, + 13202.0, + 13226.0, + 13208.0, + 13130.0, + 12984.0, + 13020.0, + 13074.0, + 12922.0, + 12780.0, + 12770.0, + 12764.0, + 12760.0, + 12778.0, + 12800.0, + 12738.0, + 12820.0, + 12896.0, + 12884.0, + 12870.0, + 12776.0, + 12790.0, + 12790.0, + 12778.0, + 12860.0, + 12762.0, + 12746.0, + 12700.0, + 12670.0, + 12488.0, + 12512.0, + 12516.0, + 12504.0, + 12436.0, + 12384.0, + 12216.0, + 12204.0, + 12132.0, + 12132.0, + 12202.0, + 12324.0, + 12260.0, + 12388.0, + 12420.0, + 12468.0, + 12474.0, + 12338.0, + 12222.0, + 12282.0, + 12282.0, + 12146.0, + 12182.0, + 12188.0, + 12184.0, + 12156.0, + 12112.0, + 12138.0, + 12138.0, + 12196.0, + 12250.0, + 12268.0, + 12276.0, + 12372.0, + 12342.0, + 12366.0, + 12356.0, + 12378.0, + 12418.0, + 12400.0, + 12496.0, + 12614.0, + 12688.0, + 12702.0, + 12768.0, + 12798.0, + 12718.0, + 12686.0, + 12686.0, + 12722.0, + 12736.0, + 12666.0, + 12666.0, + 12860.0, + 12862.0, + 12862.0, + 12970.0, + 13002.0, + 12990.0, + 13028.0, + 13030.0, + 13018.0, + 13086.0, + 13154.0, + 13158.0, + 13160.0, + 13176.0, + 13134.0, + 13110.0, + 13184.0, + 13152.0, + 12942.0, + 13026.0, + 13028.0, + 13094.0, + 13062.0, + 12982.0, + 12900.0, + 12914.0, + 12914.0, + 12878.0, + 12920.0, + 12842.0, + 12870.0, + 12908.0, + 12908.0, + 12922.0, + 12904.0, + 12862.0, + 12864.0, + 12836.0, + 12732.0, + 12684.0, + 12706.0, + 12692.0, + 12710.0, + 12702.0, + 12524.0, + 12444.0, + 12418.0, + 12262.0, + 12192.0, + 12178.0, + 12076.0, + 12142.0, + 12158.0, + 12348.0, + 12348.0, + 12366.0, + 12416.0, + 12416.0, + 12502.0, + 12666.0, + 12676.0, + 12676.0, + 12602.0, + 12526.0, + 12364.0, + 12402.0, + 12400.0, + 12400.0, + 12418.0, + 12428.0, + 12522.0, + 12524.0, + 12552.0, + 12520.0, + 12500.0, + 12430.0, + 12526.0, + 12500.0, + 12542.0, + 12500.0, + 12492.0, + 12544.0, + 12546.0, + 12660.0, + 12678.0, + 12694.0, + 12752.0, + 12698.0, + 12600.0, + 12584.0, + 12584.0, + 12586.0, + 12590.0, + 12588.0, + 12574.0, + 12618.0, + 12668.0, + 12728.0, + 12872.0, + 12998.0, + 13090.0, + 13016.0, + 13002.0, + 12972.0, + 12972.0, + 13002.0, + 12974.0, + 12976.0, + 12986.0, + 13136.0, + 13192.0, + 13210.0, + 13212.0, + 13184.0, + 13266.0, + 13364.0, + 13480.0, + 13490.0, + 13486.0, + 13576.0, + 13578.0, + 13596.0, + 13706.0, + 13678.0, + 13674.0, + 13772.0, + 13722.0, + 13720.0, + 13758.0, + 13756.0, + 13770.0, + 13770.0, + 13766.0, + 13766.0, + 13766.0, + 13778.0, + 13802.0, + 13714.0, + 13724.0, + 13630.0, + 13708.0, + 13666.0, + 13576.0, + 13402.0, + 13402.0, + 13250.0, + 13248.0, + 13164.0, + 13156.0, + 13148.0, + 13148.0, + 13118.0, + 13158.0, + 13158.0, + 13168.0, + 13134.0, + 13118.0, + 13088.0, + 13060.0, + 13018.0, + 13026.0, + 13054.0, + 13064.0, + 13110.0, + 13108.0, + 13150.0, + 13150.0, + 13110.0, + 13138.0, + 13138.0, + 13144.0, + 13154.0, + 13114.0, + 13308.0, + 13300.0, + 13346.0, + 13440.0, + 13452.0, + 13420.0, + 13574.0, + 13566.0, + 13618.0, + 13694.0, + 13742.0, + 13828.0, + 13838.0, + 13864.0, + 13880.0, + 13894.0, + 13848.0, + 13858.0, + 13860.0, + 13798.0, + 13798.0, + 13828.0, + 13824.0, + 13892.0, + 13966.0, + 13968.0, + 13968.0, + 13934.0, + 13934.0, + 13934.0, + 13866.0, + 13914.0, + 13914.0, + 13914.0, + 13960.0, + 13960.0, + 13960.0, + 13926.0, + 13936.0, + 13930.0, + 13928.0, + 13928.0, + 13912.0, + 13974.0, + 14022.0, + 14022.0, + 14022.0, + 14002.0, + 13976.0, + 13934.0, + 13964.0, + 13964.0, + 13932.0, + 13954.0, + 13918.0, + 13976.0, + 14004.0, + 14004.0, + 14078.0, + 14078.0, + 14080.0, + 14032.0, + 14068.0, + 14040.0, + 14040.0, + 14048.0, + 14048.0, + 14078.0, + 14080.0, + 14070.0, + 14050.0, + 13962.0, + 13962.0, + 13962.0, + 13980.0, + 13974.0, + 13930.0, + 13900.0, + 13954.0, + 13954.0, + 13906.0, + 13902.0, + 13902.0, + 13922.0, + 13980.0, + 13874.0, + 13874.0, + 13948.0, + 13918.0, + 13918.0, + 13972.0, + 14036.0, + 13998.0, + 13982.0, + 13986.0, + 13986.0, + 13990.0, + 13974.0, + 14006.0, + 14008.0, + 13996.0, + 13960.0, + 13938.0, + 13954.0, + 13980.0, + 13908.0, + 13906.0, + 13914.0, + 13932.0, + 13974.0, + 13954.0, + 13918.0, + 13916.0, + 13916.0, + 13916.0, + 13858.0, + 13826.0, + 13876.0, + 13877.0, + 13877.0, + 13879.0, + 13827.0, + 13917.0, + 13947.0, + 13939.0, + 13939.0, + 13887.0, + 13889.0, + 13905.0, + 13905.0, + 13939.0, + 13915.0, + 13893.0, + 13877.0, + 13879.0, + 13879.0, + 13841.0, + 13827.0, + 13883.0, + 13737.0, + 13727.0, + 13727.0, + 13665.0, + 13627.0, + 13629.0, + 13631.0, + 13623.0, + 13623.0, + 13677.0, + 13713.0, + 13701.0, + 13701.0, + 13759.0, + 13697.0, + 13618.0, + 13586.0, + 13568.0, + 13568.0, + 13556.0, + 13556.0, + 13554.0, + 13574.0, + 13570.0, + 13570.0, + 13570.0, + 13530.0, + 13530.0, + 13528.0, + 13578.0, + 13578.0, + 13604.0, + 13596.0, + 13610.0, + 13642.0, + 13636.0, + 13670.0, + 13712.0, + 13694.0, + 13648.0, + 13748.0, + 13758.0, + 13706.0, + 13708.0, + 13616.0, + 13640.0, + 13618.0, + 13576.0, + 13624.0, + 13620.0, + 13600.0, + 13626.0, + 13664.0, + 13714.0, + 13730.0, + 13730.0, + 13816.0, + 13772.0, + 13774.0, + 13772.0, + 13798.0, + 13798.0, + 13790.0, + 13830.0, + 13834.0, + 13840.0, + 13794.0, + 13794.0, + 13774.0, + 13732.0, + 13694.0, + 13700.0, + 13734.0, + 13760.0, + 13856.0, + 13902.0, + 13910.0, + 13910.0, + 13888.0, + 13970.0, + 13972.0, + 14008.0, + 14074.0, + 14024.0, + 14048.0, + 14072.0, + 14070.0, + 14086.0, + 14074.0, + 14120.0, + 14120.0, + 14100.0, + 14036.0, + 14046.0, + 14032.0, + 14014.0, + 14014.0, + 14014.0, + 14036.0, + 14036.0, + 14032.0, + 14024.0, + 14024.0, + 14022.0, + 14076.0, + 14076.0, + 14082.0 + ], + "strengths": [ + 2.0, + 17.0, + 12.0, + 7.0, + 14.0, + 2.0, + -2.0, + 6.0, + 16.0, + 22.0, + 32.0, + 38.0, + 44.0, + 42.0, + 34.0, + 28.0, + 22.0, + 16.0, + 16.0, + 20.0, + 14.0, + 16.0, + 24.0, + 24.0, + 24.0, + 32.0, + 52.0, + 48.0, + 58.0, + 60.0, + 40.0, + 54.0, + 48.0, + 46.0, + 52.0, + 52.0, + 58.0, + 62.0, + 66.0, + 68.0, + 62.0, + 76.0, + 76.0, + 88.0, + 98.0, + 80.0, + 78.0, + 66.0, + 62.0, + 66.0, + 44.0, + 52.0, + 54.0, + 58.0, + 52.0, + 64.0, + 42.0, + 40.0, + 42.0, + 38.0, + 32.0, + 24.0, + 36.0, + 26.0, + 36.0, + 46.0, + 40.0, + 26.0, + 34.0, + 48.0, + 54.0, + 56.0, + 72.0, + 70.0, + 74.0, + 66.0, + 72.0, + 74.0, + 70.0, + 78.0, + 70.0, + 66.0, + 82.0, + 68.0, + 66.0, + 74.0, + 66.0, + 56.0, + 72.0, + 74.0, + 66.0, + 52.0, + 42.0, + 34.0, + 34.0, + 34.0, + 40.0, + 60.0, + 60.0, + 58.0, + 54.0, + 52.0, + 38.0, + 26.0, + 16.0, + 4.0, + 6.0, + 0.0, + 12.0, + 20.0, + 36.0, + 38.0, + 42.0, + 36.0, + 32.0, + 20.0, + 8.0, + 6.0, + 8.0, + 6.0, + 6.0, + 24.0, + 34.0, + 52.0, + 46.0, + 44.0, + 34.0, + 28.0, + 16.0, + 24.0, + 28.0, + 30.0, + 32.0, + 36.0, + 36.0, + 36.0, + 38.0, + 42.0, + 48.0, + 54.0, + 50.0, + 52.0, + 60.0, + 54.0, + 70.0, + 64.0, + 74.0, + 68.0, + 62.0, + 56.0, + 56.0, + 54.0, + 48.0, + 62.0, + 58.0, + 60.0, + 56.0, + 62.0, + 58.0, + 54.0, + 64.0, + 62.0, + 56.0, + 60.0, + 56.0, + 48.0, + 40.0, + 40.0, + 36.0, + 16.0, + 10.0, + 6.0, + -14.0, + -8.0, + -8.0, + 0.0, + 10.0, + 28.0, + 46.0, + 62.0, + 92.0, + 118.0, + 144.0, + 198.0, + 240.0, + 300.0, + 334.0, + 398.0, + 442.0, + 474.0, + 514.0, + 518.0, + 542.0, + 536.0, + 524.0, + 524.0, + 528.0, + 544.0, + 552.0, + 584.0, + 608.0, + 622.0, + 638.0, + 648.0, + 646.0, + 664.0, + 678.0, + 692.0, + 708.0, + 724.0, + 738.0, + 750.0, + 752.0, + 790.0, + 792.0, + 840.0, + 890.0, + 922.0, + 970.0, + 948.0, + 980.0, + 956.0, + 952.0, + 946.0, + 940.0, + 952.0, + 1004.0, + 1016.0, + 1076.0, + 1106.0, + 1126.0, + 1200.0, + 1268.0, + 1358.0, + 1456.0, + 1494.0, + 1580.0, + 1670.0, + 1750.0, + 1816.0, + 1860.0, + 1926.0, + 1926.0, + 1976.0, + 1960.0, + 2038.0, + 2024.0, + 2072.0, + 2078.0, + 2172.0, + 2288.0, + 2318.0, + 2402.0, + 2486.0, + 2606.0, + 2724.0, + 2812.0, + 2904.0, + 3056.0, + 3118.0, + 3330.0, + 3478.0, + 3596.0, + 3800.0, + 3896.0, + 3896.0, + 4076.0, + 4162.0, + 4372.0, + 4482.0, + 4552.0, + 4532.0, + 4534.0, + 4674.0, + 4888.0, + 5078.0, + 5074.0, + 5154.0, + 5180.0, + 5140.0, + 5110.0, + 5146.0, + 5170.0, + 5126.0, + 5154.0, + 5148.0, + 5164.0, + 5124.0, + 5060.0, + 5090.0, + 5060.0, + 4968.0, + 4934.0, + 4966.0, + 5120.0, + 5154.0, + 5114.0, + 5258.0, + 5258.0, + 5460.0, + 5532.0, + 5571.0, + 5631.0, + 5753.0, + 5881.0, + 5923.0, + 6157.0, + 6239.0, + 6205.0, + 6417.0, + 6517.0, + 6795.0, + 6847.0, + 6949.0, + 6953.0, + 6931.0, + 6981.0, + 6889.0, + 6923.0, + 6977.0, + 6963.0, + 7031.0, + 6943.0, + 6943.0, + 6978.0, + 6828.0, + 6888.0, + 6852.0, + 6758.0, + 6752.0, + 6779.0, + 6725.0, + 6725.0, + 6787.0, + 6985.0, + 7171.0, + 7091.0, + 7051.0, + 7179.0, + 7243.0, + 7099.0, + 7121.0, + 7235.0, + 7197.0, + 7175.0, + 7277.0, + 7315.0, + 7299.0, + 7513.0, + 7517.0, + 7473.0, + 7557.0, + 7637.0, + 7725.0, + 7792.0, + 7748.0, + 7782.0, + 7818.0, + 7722.0, + 7770.0, + 7906.0, + 7884.0, + 7926.0, + 7906.0, + 8030.0, + 8190.0, + 8190.0, + 8240.0, + 8224.0, + 8248.0, + 8344.0, + 8278.0, + 8374.0, + 8382.0, + 8424.0, + 8468.0, + 8402.0, + 8464.0, + 8452.0, + 8332.0, + 8450.0, + 8444.0, + 8480.0, + 8412.0, + 8334.0, + 8398.0, + 8472.0, + 8522.0, + 8434.0, + 8518.0, + 8424.0, + 8448.0, + 8500.0, + 8540.0, + 8726.0, + 8758.0, + 8806.0, + 8850.0, + 8886.0, + 9044.0, + 9098.0, + 9098.0, + 9144.0, + 9144.0, + 9350.0, + 9384.0, + 9452.0, + 9548.0, + 9606.0, + 9688.0, + 9620.0, + 9620.0, + 9682.0, + 9930.0, + 9992.0, + 10066.0, + 10066.0, + 10066.0, + 10164.0, + 10440.0, + 10488.0, + 10616.0, + 10608.0, + 10690.0, + 10772.0, + 10744.0, + 10724.0, + 10870.0, + 10878.0, + 10846.0, + 10832.0, + 10832.0, + 10980.0, + 11178.0, + 11234.0, + 11230.0, + 11162.0, + 11050.0, + 11102.0, + 11172.0, + 11230.0, + 11332.0, + 11490.0, + 11604.0, + 11524.0, + 11524.0, + 11548.0, + 11566.0, + 11688.0, + 11784.0, + 11794.0, + 11748.0, + 11654.0, + 11780.0, + 11916.0, + 11920.0, + 11900.0, + 11886.0, + 11890.0, + 11914.0, + 12140.0, + 12178.0, + 12184.0, + 12308.0, + 12366.0, + 12426.0, + 12500.0, + 12530.0, + 12490.0, + 12532.0, + 12530.0, + 12584.0, + 12692.0, + 12700.0, + 12676.0, + 12676.0, + 12654.0, + 12792.0, + 12756.0, + 12900.0, + 12902.0, + 12922.0, + 12872.0, + 12910.0, + 12958.0, + 12996.0, + 13024.0, + 13086.0, + 13046.0, + 13122.0, + 13114.0, + 13134.0, + 13182.0, + 13344.0, + 13320.0, + 13240.0, + 13272.0, + 13184.0, + 13178.0, + 13136.0, + 13164.0, + 13188.0, + 13170.0, + 13092.0, + 12946.0, + 12982.0, + 13036.0, + 12884.0, + 12742.0, + 12732.0, + 12726.0, + 12722.0, + 12740.0, + 12762.0, + 12700.0, + 12782.0, + 12858.0, + 12846.0, + 12832.0, + 12738.0, + 12752.0, + 12752.0, + 12740.0, + 12822.0, + 12724.0, + 12708.0, + 12662.0, + 12632.0, + 12450.0, + 12474.0, + 12478.0, + 12466.0, + 12398.0, + 12346.0, + 12178.0, + 12166.0, + 12094.0, + 12094.0, + 12164.0, + 12286.0, + 12222.0, + 12350.0, + 12382.0, + 12430.0, + 12436.0, + 12300.0, + 12184.0, + 12244.0, + 12244.0, + 12108.0, + 12144.0, + 12150.0, + 12146.0, + 12118.0, + 12074.0, + 12100.0, + 12100.0, + 12158.0, + 12212.0, + 12230.0, + 12238.0, + 12334.0, + 12304.0, + 12328.0, + 12318.0, + 12340.0, + 12380.0, + 12362.0, + 12458.0, + 12576.0, + 12650.0, + 12664.0, + 12730.0, + 12760.0, + 12680.0, + 12648.0, + 12648.0, + 12684.0, + 12698.0, + 12628.0, + 12628.0, + 12822.0, + 12824.0, + 12824.0, + 12932.0, + 12964.0, + 12952.0, + 12990.0, + 12992.0, + 12980.0, + 13048.0, + 13116.0, + 13120.0, + 13122.0, + 13138.0, + 13096.0, + 13072.0, + 13146.0, + 13114.0, + 12904.0, + 12988.0, + 12990.0, + 13056.0, + 13024.0, + 12944.0, + 12862.0, + 12876.0, + 12876.0, + 12840.0, + 12882.0, + 12804.0, + 12832.0, + 12870.0, + 12870.0, + 12884.0, + 12866.0, + 12824.0, + 12826.0, + 12798.0, + 12694.0, + 12646.0, + 12668.0, + 12654.0, + 12672.0, + 12664.0, + 12486.0, + 12406.0, + 12380.0, + 12224.0, + 12154.0, + 12140.0, + 12038.0, + 12104.0, + 12120.0, + 12310.0, + 12310.0, + 12328.0, + 12378.0, + 12378.0, + 12464.0, + 12628.0, + 12638.0, + 12638.0, + 12564.0, + 12488.0, + 12326.0, + 12364.0, + 12362.0, + 12362.0, + 12380.0, + 12390.0, + 12484.0, + 12486.0, + 12514.0, + 12482.0, + 12462.0, + 12392.0, + 12488.0, + 12462.0, + 12504.0, + 12462.0, + 12454.0, + 12506.0, + 12508.0, + 12622.0, + 12640.0, + 12656.0, + 12714.0, + 12660.0, + 12562.0, + 12546.0, + 12546.0, + 12548.0, + 12552.0, + 12550.0, + 12536.0, + 12580.0, + 12630.0, + 12690.0, + 12834.0, + 12960.0, + 13052.0, + 12978.0, + 12964.0, + 12934.0, + 12934.0, + 12964.0, + 12936.0, + 12938.0, + 12948.0, + 13098.0, + 13154.0, + 13172.0, + 13174.0, + 13146.0, + 13228.0, + 13326.0, + 13442.0, + 13452.0, + 13448.0, + 13538.0, + 13540.0, + 13558.0, + 13668.0, + 13640.0, + 13636.0, + 13734.0, + 13684.0, + 13682.0, + 13720.0, + 13718.0, + 13732.0, + 13732.0, + 13728.0, + 13728.0, + 13728.0, + 13740.0, + 13764.0, + 13676.0, + 13686.0, + 13592.0, + 13670.0, + 13628.0, + 13538.0, + 13364.0, + 13364.0, + 13212.0, + 13210.0, + 13126.0, + 13118.0, + 13110.0, + 13110.0, + 13080.0, + 13120.0, + 13120.0, + 13130.0, + 13096.0, + 13080.0, + 13050.0, + 13022.0, + 12980.0, + 12988.0, + 13016.0, + 13026.0, + 13072.0, + 13070.0, + 13112.0, + 13112.0, + 13072.0, + 13100.0, + 13100.0, + 13106.0, + 13116.0, + 13076.0, + 13270.0, + 13262.0, + 13308.0, + 13402.0, + 13414.0, + 13382.0, + 13536.0, + 13528.0, + 13580.0, + 13656.0, + 13704.0, + 13790.0, + 13800.0, + 13826.0, + 13842.0, + 13856.0, + 13810.0, + 13820.0, + 13822.0, + 13760.0, + 13760.0, + 13790.0, + 13786.0, + 13854.0, + 13928.0, + 13930.0, + 13930.0, + 13896.0, + 13896.0, + 13896.0, + 13828.0, + 13876.0, + 13876.0, + 13876.0, + 13922.0, + 13922.0, + 13922.0, + 13888.0, + 13898.0, + 13892.0, + 13890.0, + 13890.0, + 13874.0, + 13936.0, + 13984.0, + 13984.0, + 13984.0, + 13964.0, + 13938.0, + 13896.0, + 13926.0, + 13926.0, + 13894.0, + 13916.0, + 13880.0, + 13938.0, + 13966.0, + 13966.0, + 14040.0, + 14040.0, + 14042.0, + 13994.0, + 14030.0, + 14002.0, + 14002.0, + 14010.0, + 14010.0, + 14040.0, + 14042.0, + 14032.0, + 14012.0, + 13924.0, + 13924.0, + 13924.0, + 13942.0, + 13936.0, + 13892.0, + 13862.0, + 13916.0, + 13916.0, + 13868.0, + 13864.0, + 13864.0, + 13884.0, + 13942.0, + 13836.0, + 13836.0, + 13910.0, + 13880.0, + 13880.0, + 13934.0, + 13998.0, + 13960.0, + 13944.0, + 13948.0, + 13948.0, + 13952.0, + 13936.0, + 13968.0, + 13970.0, + 13958.0, + 13922.0, + 13900.0, + 13916.0, + 13942.0, + 13870.0, + 13868.0, + 13876.0, + 13894.0, + 13936.0, + 13916.0, + 13880.0, + 13878.0, + 13878.0, + 13878.0, + 13820.0, + 13788.0, + 13838.0, + 13839.0, + 13839.0, + 13841.0, + 13789.0, + 13879.0, + 13909.0, + 13901.0, + 13901.0, + 13849.0, + 13851.0, + 13867.0, + 13867.0, + 13901.0, + 13877.0, + 13855.0, + 13839.0, + 13841.0, + 13841.0, + 13803.0, + 13789.0, + 13845.0, + 13699.0, + 13689.0, + 13689.0, + 13627.0, + 13589.0, + 13591.0, + 13593.0, + 13585.0, + 13585.0, + 13639.0, + 13675.0, + 13663.0, + 13663.0, + 13721.0, + 13659.0, + 13580.0, + 13548.0, + 13530.0, + 13530.0, + 13518.0, + 13518.0, + 13516.0, + 13536.0, + 13532.0, + 13532.0, + 13532.0, + 13492.0, + 13492.0, + 13490.0, + 13540.0, + 13540.0, + 13566.0, + 13558.0, + 13572.0, + 13604.0, + 13598.0, + 13632.0, + 13674.0, + 13656.0, + 13610.0, + 13710.0, + 13720.0, + 13668.0, + 13670.0, + 13578.0, + 13602.0, + 13580.0, + 13538.0, + 13586.0, + 13582.0, + 13562.0, + 13588.0, + 13626.0, + 13676.0, + 13692.0, + 13692.0, + 13778.0, + 13734.0, + 13736.0, + 13734.0, + 13760.0, + 13760.0, + 13752.0, + 13792.0, + 13796.0, + 13802.0, + 13756.0, + 13756.0, + 13736.0, + 13694.0, + 13656.0, + 13662.0, + 13696.0, + 13722.0, + 13818.0, + 13864.0, + 13872.0, + 13872.0, + 13850.0, + 13932.0, + 13934.0, + 13970.0, + 14036.0, + 13986.0, + 14010.0, + 14034.0, + 14032.0, + 14048.0, + 14036.0, + 14082.0, + 14082.0, + 14062.0, + 13998.0, + 14008.0, + 13994.0, + 13976.0, + 13976.0, + 13976.0, + 13998.0, + 13998.0, + 13994.0, + 13986.0, + 13986.0, + 13984.0, + 14038.0, + 14038.0, + 14044.0 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 5.5263157264562324e-05, + 4.6774192014709115e-05, + 4.276316030882299e-05, + 3.663461757241748e-05, + 3.589506377466023e-05, + 3.672618913697079e-05, + 3.4220036468468606e-05, + 2.9223510864540003e-05, + 2.481812407495454e-05, + 2.0886320271529257e-05, + 1.8012744476436637e-05, + 1.5850368072278798e-05, + 1.4399115570995491e-05, + 1.3479873814503662e-05, + 1.283517212868901e-05, + 1.2379928193695378e-05, + 1.2069728654751088e-05, + 1.1773791811720002e-05, + 1.1424626791267656e-05, + 1.1192591955477837e-05, + 1.0938156265183352e-05, + 1.0580310117802583e-05, + 1.0249993465549778e-05, + 9.943871191353537e-06, + 9.570064321451355e-06, + 9.038617463374976e-06, + 8.616711966169532e-06, + 8.175874427251983e-06, + 7.783236469549593e-06, + 7.5495222517929506e-06, + 7.2630423346708994e-06, + 7.032689154584659e-06, + 6.829877293057507e-06, + 6.6190791585540865e-06, + 6.425525043596281e-06, + 6.227430276339874e-06, + 6.033903446223121e-06, + 5.8458845160203055e-06, + 5.668963694915874e-06, + 5.520405466086231e-06, + 5.352850621420657e-06, + 5.199468887440162e-06, + 5.037281425757101e-06, + 4.873654233961133e-06, + 4.75135584565578e-06, + 4.640374754671939e-06, + 4.552015980152646e-06, + 4.47306365458644e-06, + 4.392974005895667e-06, + 4.341573458077619e-06, + 4.282640929886838e-06, + 4.223511496093124e-06, + 4.162266577623086e-06, + 4.109223482373636e-06, + 4.04626598538016e-06, + 4.006225026387256e-06, + 3.968874807469547e-06, + 3.930457296519307e-06, + 3.896374892065069e-06, + 3.868117801175686e-06, + 3.84713894163724e-06, + 3.816040589299519e-06, + 3.7938634704914875e-06, + 3.7635443277395098e-06, + 3.725576107171946e-06, + 3.693260168802226e-06, + 3.672547109090374e-06, + 3.6457795431488194e-06, + 3.6087233183934586e-06, + 3.568116653696052e-06, + 3.5271921206003753e-06, + 3.476331585261505e-06, + 3.428716809139587e-06, + 3.380230964467046e-06, + 3.3384867492713965e-06, + 3.294462658232078e-06, + 3.2507914511370473e-06, + 3.210864178981865e-06, + 3.167877139276243e-06, + 3.130575123577728e-06, + 3.0964304187364178e-06, + 3.0553521810361417e-06, + 3.0223627618397586e-06, + 2.99120438285172e-06, + 2.957242941192817e-06, + 2.9277821340656374e-06, + 2.9033499231445603e-06, + 2.8726792606903473e-06, + 2.8420215585356345e-06, + 2.815378138620872e-06, + 2.79481128018233e-06, + 2.7784421945398208e-06, + 2.765329782050685e-06, + 2.7523317385202972e-06, + 2.7394466997066047e-06, + 2.7244400371273514e-06, + 2.7022808808396803e-06, + 2.6805582820088603e-06, + 2.6599598186294315e-06, + 2.641118953761179e-06, + 2.623268983370508e-06, + 2.610391447888105e-06, + 2.6016462015832076e-06, + 2.596280637590098e-06, + 2.5949373139155796e-06, + 2.592915734567214e-06, + 2.592915734567214e-06, + 2.58884574577678e-06, + 2.582072738732677e-06, + 2.569958496678737e-06, + 2.5572987851774087e-06, + 2.54346150541096e-06, + 2.5317272047686856e-06, + 2.521387159504229e-06, + 2.5149606699415017e-06, + 2.512392711651046e-06, + 2.51046344601491e-06, + 2.5078870748984627e-06, + 2.5059518975467654e-06, + 2.5040133095899364e-06, + 2.496272145435796e-06, + 2.485383447492495e-06, + 2.4689356905582827e-06, + 2.454596824463806e-06, + 2.4410583137068897e-06, + 2.4307075818796875e-06, + 2.4222488264058484e-06, + 2.4174364625650924e-06, + 2.4102444058371475e-06, + 2.4019027478061616e-06, + 2.393027216385235e-06, + 2.383632363489596e-06, + 2.373154984525172e-06, + 2.3627758309885394e-06, + 2.3524935386376455e-06, + 2.3417444481310667e-06, + 2.3299896838580025e-06, + 2.316720383532811e-06, + 2.3020040771370986e-06, + 2.288574250997044e-06, + 2.274802000101772e-06, + 2.2591564174945233e-06, + 2.245295718239504e-06, + 2.227635150120477e-06, + 2.211787204942084e-06, + 2.193809450545814e-06, + 2.1776083940494573e-06, + 2.1630914943671087e-06, + 2.1501793980860384e-06, + 2.1374503376137e-06, + 2.1253449631331023e-06, + 2.1147184270375874e-06, + 2.1011785520386184e-06, + 2.08870096685132e-06, + 2.075979864457622e-06, + 2.0642735307774274e-06, + 2.0514971765805967e-06, + 2.039716946455883e-06, + 2.0288930500100832e-06, + 2.0162424334557727e-06, + 2.0041691186634125e-06, + 1.993412524825544e-06, + 1.9820399757009e-06, + 1.9715648704732303e-06, + 1.9626886569312774e-06, + 1.9553597212507157e-06, + 1.94809035747312e-06, + 1.9415970200498123e-06, + 1.938723698913236e-06, + 1.9369294932403136e-06, + 1.935852424139739e-06, + 1.9383744529477553e-06, + 1.939823050634004e-06, + 1.9412784695305163e-06, + 1.9412784695305163e-06, + 1.939451067300979e-06, + 1.9343485746503575e-06, + 1.9260285171185387e-06, + 1.914947461045813e-06, + 1.8987946077686502e-06, + 1.8785835891321767e-06, + 1.8546708133726497e-06, + 1.8230873592983698e-06, + 1.7867030237539439e-06, + 1.7439267594454577e-06, + 1.6995170426525874e-06, + 1.6505595112903393e-06, + 1.6006616760932957e-06, + 1.5517339306825306e-06, + 1.5033469935588073e-06, + 1.4588590602215845e-06, + 1.4163058494887082e-06, + 1.3777331560049788e-06, + 1.3429828413791256e-06, + 1.3108159464536584e-06, + 1.280725768992852e-06, + 1.2518989933596458e-06, + 1.22466644825181e-06, + 1.1978371503573726e-06, + 1.1718453833964304e-06, + 1.1470884828668204e-06, + 1.1234201338083949e-06, + 1.1009855143129244e-06, + 1.0800669087984716e-06, + 1.0599223969620652e-06, + 1.040635879689944e-06, + 1.0221606316918042e-06, + 1.0044036571343895e-06, + 9.87332668955787e-07, + 9.709589221529313e-07, + 9.552852588967653e-07, + 9.404599836670968e-07, + 9.257618103220011e-07, + 9.118496677729127e-07, + 8.979173458101286e-07, + 8.840012810651388e-07, + 8.70422070420318e-07, + 8.569734859520395e-07, + 8.445846901850018e-07, + 8.324913096657838e-07, + 8.213323781092186e-07, + 8.107925282274664e-07, + 8.008385066204937e-07, + 7.914196089586767e-07, + 7.823234682291513e-07, + 7.73178328472568e-07, + 7.643579920113552e-07, + 7.554580747637374e-07, + 7.467485829693032e-07, + 7.383039246633416e-07, + 7.297384740923007e-07, + 7.211388037831057e-07, + 7.124037324501842e-07, + 7.035413318590145e-07, + 6.949439352865738e-07, + 6.863521093691816e-07, + 6.777827366022393e-07, + 6.693181830996764e-07, + 6.610422929043125e-07, + 6.530535188176145e-07, + 6.452543743762362e-07, + 6.378929242600861e-07, + 6.307544140327082e-07, + 6.240514949240605e-07, + 6.17446573869529e-07, + 6.112242090239306e-07, + 6.051731133993599e-07, + 5.994021421429352e-07, + 5.936635716352612e-07, + 5.879183504475805e-07, + 5.823868605148164e-07, + 5.769372251052118e-07, + 5.715759812119359e-07, + 5.66236735721759e-07, + 5.609389859273506e-07, + 5.557492954721965e-07, + 5.506633442564635e-07, + 5.455869995785179e-07, + 5.406752734415932e-07, + 5.357036343411892e-07, + 5.307887249728083e-07, + 5.259799991108594e-07, + 5.211743427935289e-07, + 5.165161951481423e-07, + 5.121058848089888e-07, + 5.077338300907286e-07, + 5.035033154854318e-07, + 4.992922981728043e-07, + 4.952021299686749e-07, + 4.91262824198202e-07, + 4.875368517787138e-07, + 4.839880034523958e-07, + 4.80501569199987e-07, + 4.770280384036596e-07, + 4.7359213795061805e-07, + 4.703205433997937e-07, + 4.671492490615492e-07, + 4.6410391973950027e-07, + 4.612115560576058e-07, + 4.584538260132831e-07, + 4.5578642016153026e-07, + 4.5320953745431325e-07, + 4.5074924059917976e-07, + 4.4836380652668595e-07, + 4.460636660041928e-07, + 4.438337839474116e-07, + 4.416928334194381e-07, + 4.3964399765172857e-07, + 4.3764453039329965e-07, + 4.357143836841715e-07, + 4.3387166215325124e-07, + 4.3208976308051206e-07, + 4.303421690110554e-07, + 4.285864463327016e-07, + 4.268641760063474e-07, + 4.251976974956051e-07, + 4.235262736074219e-07, + 4.2189546434201475e-07, + 4.2024322510769707e-07, + 4.1861036947921093e-07, + 4.170059355601552e-07, + 4.1542301687513827e-07, + 4.138444182899548e-07, + 4.1226942926186894e-07, + 4.1072104295380996e-07, + 4.0915017507359153e-07, + 4.0759709918347653e-07, + 4.060892422330653e-07, + 4.045667481022974e-07, + 4.030574700664147e-07, + 4.015219872144371e-07, + 4.0001259549171664e-07, + 3.9851786937106226e-07, + 3.9705787457933184e-07, + 3.956362775170419e-07, + 3.9423676412297937e-07, + 3.9288596553888055e-07, + 3.9155733588813746e-07, + 3.902463276972412e-07, + 3.8896476439731487e-07, + 3.8769670140936796e-07, + 3.8646899724881223e-07, + 3.8526451362486114e-07, + 3.8407640090554196e-07, + 3.829345871508849e-07, + 3.8180266415110964e-07, + 3.8069569541221426e-07, + 3.79621752699677e-07, + 3.7856565882066207e-07, + 3.775217010115739e-07, + 3.76501731125245e-07, + 3.7549671105807647e-07, + 3.74497176380828e-07, + 3.734835729574115e-07, + 3.7245877138047945e-07, + 3.7146057252357423e-07, + 3.704824393935269e-07, + 3.69500838814929e-07, + 3.685248088913795e-07, + 3.675815776205127e-07, + 3.666482655262371e-07, + 3.657128218037542e-07, + 3.647947437457333e-07, + 3.6389141655490675e-07, + 3.6298709460425016e-07, + 3.620898212375323e-07, + 3.6120590607424674e-07, + 3.60307780056246e-07, + 3.594207669266325e-07, + 3.5855012470165093e-07, + 3.5768067618846544e-07, + 3.568130466646835e-07, + 3.559464119007316e-07, + 3.550832730070397e-07, + 3.542355955232779e-07, + 3.533945971412322e-07, + 3.5255985153526126e-07, + 3.5174505796931044e-07, + 3.509346413466119e-07, + 3.5011962040698563e-07, + 3.4931619552480697e-07, + 3.485177160200692e-07, + 3.477301504517527e-07, + 3.469392311217234e-07, + 3.461417463768157e-07, + 3.453533281572163e-07, + 3.4456908792890317e-07, + 3.437951079376944e-07, + 3.4302738072256034e-07, + 3.4225928402520367e-07, + 3.415055118693999e-07, + 3.4075117127940757e-07, + 3.4000416349044826e-07, + 3.392613905361941e-07, + 3.3852259662126016e-07, + 3.377971324880491e-07, + 3.370737715613359e-07, + 3.363587381954858e-07, + 3.356608146987128e-07, + 3.349598216573213e-07, + 3.3426607615183457e-07, + 3.3357608231199265e-07, + 3.328980255901115e-07, + 3.32232360733542e-07, + 3.3156766221509315e-07, + 3.309031342269009e-07, + 3.302407378669159e-07, + 3.295909891676274e-07, + 3.2894050150389376e-07, + 3.2830277518769435e-07, + 3.276686300068832e-07, + 3.270359627549624e-07, + 3.2640568292663374e-07, + 3.257671892242797e-07, + 3.2513193559680076e-07, + 3.2449867148898193e-07, + 3.2386770953962696e-07, + 3.232396750263433e-07, + 3.2260598459288303e-07, + 3.219741131488263e-07, + 3.2134775551639905e-07, + 3.207236431990168e-07, + 3.201049025847169e-07, + 3.194777207227162e-07, + 3.188537505138811e-07, + 3.182308034865855e-07, + 3.1760706065142585e-07, + 3.169851083839603e-07, + 3.1636338349017024e-07, + 3.157514356644242e-07, + 3.151447458549228e-07, + 3.145393634440552e-07, + 3.139238913263398e-07, + 3.1331003924606193e-07, + 3.126971535039047e-07, + 3.1208966788653925e-07, + 3.114874971288373e-07, + 3.108847579369467e-07, + 3.102711332303443e-07, + 3.0966029385126603e-07, + 3.090476070610748e-07, + 3.084409172515734e-07, + 3.078350800933549e-07, + 3.0723009558641934e-07, + 3.066320743982942e-07, + 3.060404480947909e-07, + 3.054460648854729e-07, + 3.04856513366758e-07, + 3.0427378305830644e-07, + 3.0369682235686923e-07, + 3.0312475018945406e-07, + 3.02549779007677e-07, + 3.01969464544527e-07, + 3.0139133855300315e-07, + 3.008184421560145e-07, + 3.002538448981795e-07, + 2.9969953629915835e-07, + 2.9914716037637845e-07, + 2.985958360568475e-07, + 2.9804616019646346e-07, + 2.9749602958872856e-07, + 2.969428294363752e-07, + 2.963888050544483e-07, + 2.958431650768034e-07, + 2.9530193046412023e-07, + 2.9476396434802155e-07, + 2.9422946568047337e-07, + 2.936936596142914e-07, + 2.931578251264e-07, + 2.926258275692817e-07, + 2.921001112099475e-07, + 2.9158266556805756e-07, + 2.9106365673214896e-07, + 2.905427436417085e-07, + 2.9002572432546003e-07, + 2.8951356512152415e-07, + 2.8900586812596885e-07, + 2.8850183753093006e-07, + 2.8800059226341546e-07, + 2.8749366265401477e-07, + 2.8698903520307795e-07, + 2.8648798888752935e-07, + 2.859856635950564e-07, + 2.854848162314738e-07, + 2.849853615316533e-07, + 2.8448675948311575e-07, + 2.839907153884269e-07, + 2.8349998615340155e-07, + 2.8301127485974575e-07, + 2.8252620154489705e-07, + 2.820426630023576e-07, + 2.815585560256295e-07, + 2.810776891237765e-07, + 2.806012275868852e-07, + 2.80128205076835e-07, + 2.7965933213636163e-07, + 2.79188725471613e-07, + 2.7872277996721095e-07, + 2.782549302082771e-07, + 2.7779029210250883e-07, + 2.7732824037229875e-07, + 2.7687113401952956e-07, + 2.7641587507787335e-07, + 2.759620940651075e-07, + 2.755100751983264e-07, + 2.750601595380431e-07, + 2.746112102158804e-07, + 2.7416663783697004e-07, + 2.737224917837011e-07, + 2.732816142270167e-07, + 2.7284295356366783e-07, + 2.724056002989528e-07, + 2.7196585961064557e-07, + 2.715298137445643e-07, + 2.710992532684031e-07, + 2.706704265165172e-07, + 2.7024719884138904e-07, + 2.6982684175891336e-07, + 2.694104068723391e-07, + 2.689956772883306e-07, + 2.685827666937257e-07, + 2.681729256437393e-07, + 2.677679731277749e-07, + 2.6736989866549266e-07, + 2.669730179150065e-07, + 2.6657679086383723e-07, + 2.661874134446407e-07, + 2.6580445933177543e-07, + 2.654238926425023e-07, + 2.650455428465648e-07, + 2.6466932467883453e-07, + 2.642945560182852e-07, + 2.6392115159978857e-07, + 2.6355152726864617e-07, + 2.6318141976844345e-07, + 2.628110848945653e-07, + 2.6244302375744155e-07, + 2.620772647787817e-07, + 2.617160532736307e-07, + 2.613562628539512e-07, + 2.609982630019658e-07, + 2.6064239477818774e-07, + 2.602860149636399e-07, + 2.5993412577918207e-07, + 2.595843682229315e-07, + 2.592375381027523e-07, + 2.588931806712935e-07, + 2.5855538865471317e-07, + 2.5821847771112516e-07, + 2.5788295943129924e-07, + 2.5754931698429573e-07, + 2.572189430338767e-07, + 2.5689141125440074e-07, + 2.56569705925358e-07, + 2.5624967747717164e-07, + 2.5593286068215093e-07, + 2.5561729444234516e-07, + 2.5530124503347906e-07, + 2.5498331979179056e-07, + 2.5466837882959226e-07, + 2.5435147676944325e-07, + 2.5403505787835456e-07, + 2.537187526741036e-07, + 2.534036127599393e-07, + 2.5309321927124984e-07, + 2.5278697535213723e-07, + 2.524804472159303e-07, + 2.521751127915195e-07, + 2.518743826840364e-07, + 2.5157390837193816e-07, + 2.512744572413794e-07, + 2.509762282443262e-07, + 2.5067984665838594e-07, + 2.5038565354407183e-07, + 2.500919151771086e-07, + 2.4979928525681316e-07, + 2.49506342697714e-07, + 2.492132011866488e-07, + 2.4892074179660995e-07, + 2.4862919190127286e-07, + 2.483364482941397e-07, + 2.480455520981195e-07, + 2.477551674928691e-07, + 2.4746611870796187e-07, + 2.4717763835724327e-07, + 2.468893001150718e-07, + 2.4660243980179075e-07, + 2.463144710418419e-07, + 2.460248538227461e-07, + 2.457346397477522e-07, + 2.454452783240413e-07, + 2.451554905746889e-07, + 2.4486615757268737e-07, + 2.4457972358504776e-07, + 2.442951370085211e-07, + 2.44011573613534e-07, + 2.437283228573506e-07, + 2.4344578264390293e-07, + 2.431658572277229e-07, + 2.4288698341479176e-07, + 2.4260486952698557e-07, + 2.4232377882071887e-07, + 2.420437397177011e-07, + 2.4176242163775896e-07, + 2.4148150146174885e-07, + 2.412018602626631e-07, + 2.4092247485896223e-07, + 2.4064411263680086e-07, + 2.403670578132733e-07, + 2.4008957666410424e-07, + 2.398117260327126e-07, + 2.395348417394416e-07, + 2.392589522060007e-07, + 2.389837732152955e-07, + 2.387104984791222e-07, + 2.384387585152581e-07, + 2.381664643280601e-07, + 2.3789586123257322e-07, + 2.376305303641857e-07, + 2.3736444632049825e-07, + 2.3709925756065786e-07, + 2.3683368510774017e-07, + 2.365697184814053e-07, + 2.3630829559806443e-07, + 2.360494306685723e-07, + 2.3579117680583295e-07, + 2.355337898052312e-07, + 2.35278022842067e-07, + 2.350222700897575e-07, + 2.347689331827496e-07, + 2.3451589470369072e-07, + 2.3426295570061484e-07, + 2.3401086934882187e-07, + 2.337593514312175e-07, + 2.3350902722540923e-07, + 2.332603372678932e-07, + 2.330124289073865e-07, + 2.3276585636722302e-07, + 2.3252208336543845e-07, + 2.3227998724451027e-07, + 2.3203824639494997e-07, + 2.3179751451607444e-07, + 2.315572231736951e-07, + 2.3131781290430808e-07, + 2.3108249536107905e-07, + 2.3084938050033088e-07, + 2.3061744514052407e-07, + 2.303890909161055e-07, + 2.301626977896376e-07, + 2.2993718573616206e-07, + 2.297141747931164e-07, + 2.294905669941727e-07, + 2.2926728604488744e-07, + 2.2904113450294972e-07, + 2.288156366603289e-07, + 2.2859042303480237e-07, + 2.283649678247457e-07, + 2.2814013789229648e-07, + 2.279144126760002e-07, + 2.2768637109038536e-07, + 2.2745884109554027e-07, + 2.2723196480001207e-07, + 2.27007078024144e-07, + 2.2678419497879077e-07, + 2.265648220145522e-07, + 2.2634539220689476e-07, + 2.261265876768448e-07, + 2.259084084244023e-07, + 2.256904991781994e-07, + 2.2547303046849265e-07, + 2.25254510155537e-07, + 2.2503657248762465e-07, + 2.2481874850655004e-07, + 2.2460207560470735e-07, + 2.2438638325184002e-07, + 2.2417245304495736e-07, + 2.239574854456805e-07, + 2.2374354102794314e-07, + 2.2352946871251334e-07, + 2.2331670379571733e-07, + 2.2310463521080237e-07, + 2.228922681979384e-07, + 2.226804554084083e-07, + 2.2246729258768028e-07, + 2.2225441398404655e-07, + 2.2204184801921656e-07, + 2.2182891257216397e-07, + 2.216174834757112e-07, + 2.2140824285088456e-07, + 2.2119984066648612e-07, + 2.2099199270542158e-07, + 2.207846705459815e-07, + 2.2057784576645645e-07, + 2.2037158942112e-07, + 2.201661146727929e-07, + 2.199604693942092e-07, + 2.1975456832024065e-07, + 2.1954824092063063e-07, + 2.1934013716418121e-07, + 2.1913058390055085e-07, + 2.1892013535307342e-07, + 2.187114631624354e-07, + 2.1850360099051613e-07, + 2.1829680463270051e-07, + 2.180905624982188e-07, + 2.1788441983972007e-07, + 2.1767930036276084e-07, + 2.1747469247657136e-07, + 2.1727049670516863e-07, + 2.170645245769265e-07, + 2.1685823980988062e-07, + 2.1665223925992905e-07, + 2.1644679293331137e-07, + 2.1624235557737848e-07, + 2.1603720767870982e-07, + 2.1583113607448468e-07, + 2.1562387075846345e-07, + 2.154170459789384e-07, + 2.1521088910958497e-07, + 2.1500392222151277e-07, + 2.147975379784839e-07, + 2.1459148058511346e-07, + 2.1438434316678467e-07, + 2.141782431408501e-07, + 2.1397279681423242e-07, + 2.137664694146224e-07, + 2.1356149204621033e-07, + 2.1335715416626044e-07, + 2.1315284470801998e-07, + 2.1294914631653228e-07, + 2.127458458289766e-07, + 2.1254311377560953e-07, + 2.1234103542155935e-07, + 2.121395255016978e-07, + 2.1193859822687955e-07, + 2.1173806885599333e-07, + 2.1153775264792785e-07, + 2.1133929806183005e-07, + 2.1114122716880956e-07, + 2.1094508895203035e-07, + 2.107483680902078e-07, + 2.105527983076172e-07, + 2.1035904751443013e-07, + 2.101683094224427e-07, + 2.0997806871037028e-07, + 2.097904712172749e-07, + 2.0960339952580398e-07, + 2.0941797629348002e-07, + 2.0923312149534468e-07, + 2.0904884934225265e-07, + 2.0886504614736623e-07, + 2.0868210981461743e-07, + 2.0849907400588563e-07, + 2.0831649294450472e-07, + 2.0813422452192754e-07, + 2.0795287980490684e-07, + 2.0777221720891248e-07, + 2.0759239305334631e-07, + 2.0741340733820834e-07, + 2.0723540217204572e-07, + 2.0705772385554155e-07, + 2.0688008817160153e-07, + 2.0670275091561052e-07, + 2.065252147076535e-07, + 2.063481474579021e-07, + 2.061709096778941e-07, + 2.0599412664523697e-07, + 2.0581828152899106e-07, + 2.0564249325616402e-07, + 2.0546714551983314e-07, + 2.052921246331607e-07, + 2.051173879635826e-07, + 2.0494360342127038e-07, + 2.0476765882904147e-07, + 2.0459225424929173e-07, + 2.0441665071757598e-07, + 2.042402655888509e-07, + 2.0406413625551068e-07, + 2.0388885957345337e-07, + 2.037120196973774e-07, + 2.035357198337806e-07, + 2.0335917838565365e-07, + 2.031820827141928e-07, + 2.030048307233301e-07, + 2.0282692503315047e-07, + 2.026493319817746e-07, + 2.0247186682809115e-07, + 2.0229464325893787e-07, + 2.0211768969602417e-07, + 2.019417877363594e-07, + 2.0176621262635308e-07, + 2.015910496311335e-07, + 2.014170945585647e-07, + 2.012435800224921e-07, + 2.0107012232983834e-07, + 2.0089716201709962e-07, + 2.0072377537871944e-07, + 2.0054989136042423e-07, + 2.0037641945691576e-07, + 2.0020338808990346e-07, + 2.0003120937417407e-07, + 1.9985945698408614e-07, + 1.9968814513049438e-07, + 1.9951808383211755e-07, + 1.9934786621433886e-07, + 1.991780465004922e-07, + 1.990086673231417e-07, + 1.9883914603724406e-07, + 1.9867003686613316e-07, + 1.9850132559895428e-07, + 1.9833346698305832e-07, + 1.9816589258425665e-07, + 1.979987871436606e-07, + 1.97832108028706e-07, + 1.9766584102853813e-07, + 1.975001708842683e-07, + 1.973341596794853e-07, + 1.9716799215530045e-07, + 1.970022083241929e-07, + 1.968368366078721e-07, + 1.9667210438001348e-07, + 1.965080542731812e-07, + 1.9634491366105067e-07, + 1.9618180147062958e-07, + 1.960190729732858e-07, + 1.9585712607295136e-07, + 1.9569529285945464e-07, + 1.9553424124296725e-07, + 1.9537291962024028e-07, + 1.9521164063007745e-07, + 1.9505074533299194e-07, + 1.9488939528855553e-07, + 1.9472841472634173e-07, + 1.945677894354958e-07, + 1.9440808785020636e-07, + 1.9424835784320749e-07, + 1.9408932416808966e-07, + 1.9393065997519443e-07, + 1.937722799993935e-07, + 1.9361426950581517e-07, + 1.9345628743394627e-07, + 1.9329866063344525e-07, + 1.9314148858029512e-07, + 1.9298491338304302e-07, + 1.9282968821698887e-07, + 1.926748183223026e-07, + 1.925203036989842e-07, + 1.9236593118421297e-07, + 1.9221197078422847e-07, + 1.9205883461381745e-07, + 1.9190638056443277e-07, + 1.9175368493051792e-07, + 1.9160131614626152e-07, + 1.9144981422414276e-07, + 1.9129868178424658e-07, + 1.911479046157183e-07, + 1.9099724113402772e-07, + 1.9084627922438813e-07, + 1.9069679524363892e-07, + 1.9054763811254816e-07, + 1.903980120232518e-07, + 1.9024905384412705e-07, + 1.9010039409295132e-07, + 1.8995149275724543e-07, + 1.8980225036102638e-07, + 1.896537327183978e-07, + 1.8950571245568426e-07, + 1.893579621992103e-07, + 1.892105387923948e-07, + 1.890633996026736e-07, + 1.8891674358201271e-07, + 1.8877007335049711e-07, + 1.8862368733607582e-07, + 1.8847777027986012e-07, + 1.8833253534467076e-07, + 1.8818784042196057e-07, + 1.8804328760779754e-07, + 1.8789877742619865e-07, + 1.8775530463699397e-07, + 1.8761215869744774e-07, + 1.8746925434243167e-07, + 1.873264494633986e-07, + 1.8718353089752782e-07, + 1.8704109550071735e-07, + 1.868993422249332e-07, + 1.8675791579880752e-07, + 1.8661677358977613e-07, + 1.8647592980869376e-07, + 1.8633595288974902e-07, + 1.8619660124841175e-07, + 1.8605702223339904e-07, + 1.8591772743548063e-07, + 1.8577873106551124e-07, + 1.85639976280072e-07, + 1.8550203151335154e-07, + 1.8536347567987832e-07, + 1.8522490563555039e-07, + 1.8508670507344505e-07, + 1.849487745175793e-07, + 1.8481166819128703e-07, + 1.8467481766037963e-07, + 1.8453806660545524e-07, + 1.8440161397847987e-07, + 1.8426509029723093e-07, + 1.8412907820675173e-07, + 1.8399356349618756e-07, + 1.8385846090041014e-07, + 1.837236283108723e-07, + 1.8358906572757405e-07, + 1.8345512842188327e-07, + 1.8332160323097924e-07, + 1.831878080338356e-07, + 1.8305567550669366e-07, + 1.8292388404006488e-07, + 1.8279236257967568e-07, + 1.826616937705694e-07, + 1.8253162181736116e-07, + 1.8240180565953779e-07, + 1.8227220266453514e-07, + 1.8214292651919095e-07, + 1.820138777475222e-07, + 1.8188457318046858e-07, + 1.8175518334828666e-07, + 1.8162614878747263e-07, + 1.8149737002204347e-07, + 1.8136827861781057e-07, + 1.8124001144315116e-07, + 1.811127390283218e-07, + 1.8098599241511693e-07, + 1.808596721275535e-07, + 1.807335650028108e-07, + 1.8060779893858125e-07, + 1.804822886697366e-07, + 1.8035700577456737e-07, + 1.802317655119623e-07, + 1.8010680946645152e-07, + 1.7998206658376148e-07, + 1.798575652856016e-07, + 1.7973366084333975e-07, + 1.7960998377475335e-07, + 1.794865482906971e-07, + 1.793628854329654e-07, + 1.7923943573805445e-07, + 1.791159860431435e-07, + 1.7899282056532684e-07, + 1.788697687743479e-07, + 1.7874663171824068e-07, + 1.7862379309008247e-07, + 1.7850086919679597e-07, + 1.783777889841076e-07, + 1.7825509246449656e-07, + 1.7813303543334769e-07, + 1.780103104920272e-07, + 1.7788771344839915e-07, + 1.7776581273665215e-07, + 1.7764411097687116e-07, + 1.7752344660948438e-07, + 1.7740279645295232e-07, + 1.7728254420035228e-07, + 1.7716288880365028e-07, + 1.7704302024412755e-07, + 1.7692339326913498e-07, + 1.7680417840892915e-07, + 1.766849351270139e-07, + 1.765655639474062e-07, + 1.7644596539412305e-07, + 1.7632646631682292e-07, + 1.762071661914888e-07, + 1.760873260536755e-07, + 1.7596811119346967e-07, + 1.7584908107437514e-07, + 1.7573027832895605e-07, + 1.7561144716182753e-07, + 1.7549285757922917e-07, + 1.753745380028704e-07, + 1.7525609052881919e-07, + 1.7513781358502456e-07, + 1.7501970717148652e-07, + 1.749021976138465e-07, + 1.7478490121902723e-07, + 1.7466798851728527e-07, + 1.745516442497319e-07, + 1.744358115729483e-07, + 1.7432013521556655e-07, + 1.7420437359305652e-07, + 1.7408861197054648e-07, + 1.739722392812837e-07, + 1.738556818509096e-07, + 1.7373926652908267e-07, + 1.7362306437007646e-07, + 1.7350724590414757e-07, + 1.7339094426915835e-07, + 1.7327485579698987e-07, + 1.7315865363798366e-07, + 1.73042124629319e-07, + 1.7292623510911653e-07, + 1.7281033137805935e-07, + 1.7269444185785687e-07, + 1.7257877971132984e-07, + 1.724632028299311e-07, + 1.723479243764814e-07, + 1.722324896036298e-07, + 1.721172395718895e-07, + 1.7200238744408125e-07, + 1.7188824585900875e-07, + 1.7177423217162868e-07, + 1.7166053112305235e-07, + 1.7154717113498918e-07, + 1.7143401009889203e-07, + 1.713210480147609e-07, + 1.7120810014148446e-07, + 1.7109536543102877e-07, + 1.709828580942485e-07, + 1.7087060655285313e-07, + 1.7075855396342376e-07, + 1.7064671453681513e-07, + 1.7053464773653104e-07, + 1.7042277988821297e-07, + 1.7031105414844205e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0039290934801101685, + 0.0032722095493227243, + 0.002972411923110485, + 0.002522708149626851, + 0.0024691850412636995, + 0.0025288029573857784, + 0.0023500940296798944, + 0.0019990995060652494, + 0.0016901696799322963, + 0.0014150328934192657, + 0.0012144478969275951, + 0.0010639226529747248, + 0.0009631953435018659, + 0.0008995804819278419, + 0.0008550891070626676, + 0.000823753303848207, + 0.0008026370778679848, + 0.0007825082284398377, + 0.0007587791769765317, + 0.0007430237019434571, + 0.0007257617544382811, + 0.0007015041774138808, + 0.0006791311898268759, + 0.0006584135699085891, + 0.0006332551129162312, + 0.0005974978557787836, + 0.0005691208643838763, + 0.0005394820473156869, + 0.0005130949430167675, + 0.0004973953473381698, + 0.00047816033475100994, + 0.00046270122402347624, + 0.0004490971041377634, + 0.00043502135667949915, + 0.00042209948878735304, + 0.0004088771529495716, + 0.0003959627356380224, + 0.0003834189847111702, + 0.0003716187784448266, + 0.00036171311512589455, + 0.0003505439672153443, + 0.0003403588489163667, + 0.00032958987867459655, + 0.00031872643739916384, + 0.00031060786568559706, + 0.00030324162798933685, + 0.00029737784643657506, + 0.00029213912785053253, + 0.0002868259325623512, + 0.0002834165934473276, + 0.00027952028904110193, + 0.00027561106253415346, + 0.0002715621667448431, + 0.00026805573725141585, + 0.0002638941805344075, + 0.0002612476237118244, + 0.0002587791532278061, + 0.0002562403678894043, + 0.0002539937850087881, + 0.00025213119806721807, + 0.0002507483586668968, + 0.0002486984885763377, + 0.0002472367195878178, + 0.0002452383632771671, + 0.00024273591407109052, + 0.00024060609575826675, + 0.0002392410533502698, + 0.00023748044623062015, + 0.00023504302953369915, + 0.00023237208370119333, + 0.00022968024131841958, + 0.00022633487242273986, + 0.00022320302377920598, + 0.00022001394245307893, + 0.0002172683598473668, + 0.00021437766554299742, + 0.0002115100942319259, + 0.00020888827566523105, + 0.00020606555335689336, + 0.0002036161022260785, + 0.00020137398678343743, + 0.00019867655646521598, + 0.00019651030015666038, + 0.00019446431542746723, + 0.00019223759591113776, + 0.00019030591647606343, + 0.00018870391068048775, + 0.00018669282144401222, + 0.00018468256166670471, + 0.0001829355169320479, + 0.00018158688908442855, + 0.00018051351071335375, + 0.00017965486040338874, + 0.00017880364612210542, + 0.0001779598242137581, + 0.00017697701696306467, + 0.00017552576900925487, + 0.0001741031010169536, + 0.00017275402205996215, + 0.0001715200487524271, + 0.00017035097698681056, + 0.00016950852295849472, + 0.00016893638530746102, + 0.0001685853349044919, + 0.0001684974558884278, + 0.00016836517897900194, + 0.00016836517897900194, + 0.00016809889348223805, + 0.00016765572945587337, + 0.00016686387243680656, + 0.00016603631956968457, + 0.00016513177251908928, + 0.00016436468285974115, + 0.00016368871729355305, + 0.00016326858894899487, + 0.00016310071805492043, + 0.00016297458205372095, + 0.0001628061436349526, + 0.00016267973114736378, + 0.0001625530858291313, + 0.00016204739222303033, + 0.0001613360655028373, + 0.0001602615520823747, + 0.00015932477253954858, + 0.00015844027802813798, + 0.00015776405052747577, + 0.00015721141244284809, + 0.00015689722204115242, + 0.00015642766084056348, + 0.00015588304086122662, + 0.0001553035544930026, + 0.00015469016216229647, + 0.00015400607662741095, + 0.0001533283939352259, + 0.00015265699767041951, + 0.00015195559535641223, + 0.00015118856390472502, + 0.0001503226812928915, + 0.0001493623567512259, + 0.00014848595310468227, + 0.00014758719771634787, + 0.00014656617713626474, + 0.00014566163008566946, + 0.00014450907474383712, + 0.000143475437653251, + 0.00014230285887606442, + 0.0001412461424479261, + 0.0001402992638759315, + 0.00013945702812634408, + 0.00013862673949915916, + 0.0001378371089231223, + 0.00013714394299313426, + 0.00013626122381538153, + 0.00013544772809837013, + 0.0001346183562418446, + 0.0001338551373919472, + 0.00013302212755661458, + 0.00013225404836703092, + 0.0001315483241342008, + 0.0001307234779233113, + 0.0001299362484132871, + 0.00012923525355290622, + 0.0001284941245103255, + 0.0001278114359593019, + 0.00012723295367322862, + 0.00012675531615968794, + 0.00012628152035176754, + 0.00012585832155309618, + 0.00012567105295602232, + 0.00012555415742099285, + 0.0001254840026376769, + 0.00012564827920868993, + 0.00012574267748277634, + 0.00012583748321048915, + 0.00012583748321048915, + 0.00012571843399200588, + 0.00012538599548861384, + 0.00012484392209444195, + 0.000124122278066352, + 0.00012307030556257814, + 0.00012175402662251145, + 0.00012019663699902594, + 0.00011813962191808969, + 0.00011576990073081106, + 0.0001129838201450184, + 0.00011009131412720308, + 0.00010690409544622526, + 0.00010365559865022078, + 0.00010047017713077366, + 9.731991303851828e-05, + 9.4423427071888e-05, + 9.165284427581355e-05, + 8.914138015825301e-05, + 8.687873196322471e-05, + 8.478424570057541e-05, + 8.282621274702251e-05, + 8.095033990684897e-05, + 7.917815673863515e-05, + 7.74321670178324e-05, + 7.574063056381419e-05, + 7.412941340589896e-05, + 7.258899859152734e-05, + 7.112883758964017e-05, + 6.976837903494015e-05, + 6.845820462331176e-05, + 6.720379315083846e-05, + 6.600209599127993e-05, + 6.484708865173161e-05, + 6.373664655257016e-05, + 6.267151911742985e-05, + 6.165190279716626e-05, + 6.068744551157579e-05, + 5.9732112276833504e-05, + 5.882783079869114e-05, + 5.792218871647492e-05, + 5.7017568906303495e-05, + 5.613480243482627e-05, + 5.526048698811792e-05, + 5.4455034842249006e-05, + 5.3668758482672274e-05, + 5.294398215482943e-05, + 5.225937638897449e-05, + 5.161278386367485e-05, + 5.10009158460889e-05, + 5.040998075855896e-05, + 4.9815833335742354e-05, + 4.9242757086176425e-05, + 4.866447488893755e-05, + 4.809854362974875e-05, + 4.755044574267231e-05, + 4.699447890743613e-05, + 4.643625288736075e-05, + 4.586919385474175e-05, + 4.529383295448497e-05, + 4.473563967621885e-05, + 4.4177770178066567e-05, + 4.362132676760666e-05, + 4.3072399421362206e-05, + 4.2535662942100316e-05, + 4.201750925858505e-05, + 4.151160828769207e-05, + 4.1034058085642755e-05, + 4.0570936107542366e-05, + 4.0136037569027394e-05, + 3.970746183767915e-05, + 3.9303675293922424e-05, + 3.891159576596692e-05, + 3.853762609651312e-05, + 3.816572279902175e-05, + 3.779334656428546e-05, + 3.74347873730585e-05, + 3.7081499613123015e-05, + 3.673390892799944e-05, + 3.638771522673778e-05, + 3.6044177250005305e-05, + 3.5708217183128e-05, + 3.53789291693829e-05, + 3.5050223232246935e-05, + 3.473214019322768e-05, + 3.4410139051033184e-05, + 3.409177588764578e-05, + 3.3780248486436903e-05, + 3.346888843225315e-05, + 3.3167656511068344e-05, + 3.288240259280428e-05, + 3.259958612034097e-05, + 3.2325886422768235e-05, + 3.205340544809587e-05, + 3.178870974807069e-05, + 3.153373836539686e-05, + 3.129254037048668e-05, + 3.106278018094599e-05, + 3.083753472310491e-05, + 3.0613089620601386e-05, + 3.039103285118472e-05, + 3.0179562600096688e-05, + 2.997453702846542e-05, + 2.9777624149573967e-05, + 2.9590570193249732e-05, + 2.941219281638041e-05, + 2.924005275417585e-05, + 2.9073724363115616e-05, + 2.8914886570419185e-05, + 2.8760850909748115e-05, + 2.861229768313933e-05, + 2.8468251912272535e-05, + 2.8329925044090487e-05, + 2.819752444338519e-05, + 2.8068292522220872e-05, + 2.7943837267230265e-05, + 2.7824991775560193e-05, + 2.771004437818192e-05, + 2.7597287044045515e-05, + 2.7483982194098644e-05, + 2.7372812837711535e-05, + 2.7265223252470605e-05, + 2.7157289878232405e-05, + 2.705223232624121e-05, + 2.6945768695441075e-05, + 2.6840529244509526e-05, + 2.67370978690451e-05, + 2.6635034373612143e-05, + 2.653322553669568e-05, + 2.643163134052884e-05, + 2.6331730623496696e-05, + 2.6230358344037086e-05, + 2.613036849652417e-05, + 2.6033267204184085e-05, + 2.5935200028470717e-05, + 2.583796413091477e-05, + 2.5739014745340683e-05, + 2.5641727916081436e-05, + 2.5545363314449787e-05, + 2.545122151786927e-05, + 2.535976454964839e-05, + 2.5269708203268237e-05, + 2.5182765966746956e-05, + 2.509723162802402e-05, + 2.5012810510816053e-05, + 2.493026477168314e-05, + 2.4848572138580494e-05, + 2.476946247043088e-05, + 2.4691833459655754e-05, + 2.461543226672802e-05, + 2.4541990569559857e-05, + 2.44691673287889e-05, + 2.439793388475664e-05, + 2.432880864944309e-05, + 2.4260818463517353e-05, + 2.419359407213051e-05, + 2.412790126982145e-05, + 2.4063312594080344e-05, + 2.3999060431378894e-05, + 2.3933889679028653e-05, + 2.3867980416980572e-05, + 2.3803771910024807e-05, + 2.3740836695651524e-05, + 2.3677666831645183e-05, + 2.3614840756636113e-05, + 2.3554113795398735e-05, + 2.3494150809710845e-05, + 2.3434036847902462e-05, + 2.3375025193672627e-05, + 2.331694668100681e-05, + 2.325879358977545e-05, + 2.3201080693979748e-05, + 2.3144215447246097e-05, + 2.3086420696927235e-05, + 2.30294608627446e-05, + 2.2973537852521986e-05, + 2.2917678506928496e-05, + 2.286192284373101e-05, + 2.2806219931226224e-05, + 2.275072802149225e-05, + 2.2696222004015e-05, + 2.2642130716121756e-05, + 2.258843232993968e-05, + 2.2536120013683103e-05, + 2.248407508886885e-05, + 2.2431720935855992e-05, + 2.2380105292540975e-05, + 2.2328791601466946e-05, + 2.2278174583334476e-05, + 2.222732837253716e-05, + 2.2176049242261797e-05, + 2.2125450414023362e-05, + 2.2075102606322616e-05, + 2.202540599682834e-05, + 2.197610228904523e-05, + 2.1926762201474048e-05, + 2.187833160860464e-05, + 2.1829855541000143e-05, + 2.1781841496704146e-05, + 2.173408938688226e-05, + 2.1686677428078838e-05, + 2.1640113118337467e-05, + 2.1593672499875538e-05, + 2.1547759388340637e-05, + 2.150293039449025e-05, + 2.1457901311805472e-05, + 2.141332697647158e-05, + 2.1368985471781343e-05, + 2.1325404304661788e-05, + 2.1282692614477128e-05, + 2.1240031855995767e-05, + 2.1197374735493213e-05, + 2.1154844944248907e-05, + 2.111311914632097e-05, + 2.1071340597700328e-05, + 2.1030373318353668e-05, + 2.098962795571424e-05, + 2.094904448313173e-05, + 2.09086065297015e-05, + 2.0867631974397227e-05, + 2.082685568893794e-05, + 2.0786203094758093e-05, + 2.074569056276232e-05, + 2.0705356291728094e-05, + 2.066465276584495e-05, + 2.062406019831542e-05, + 2.05838823603699e-05, + 2.0543842765619047e-05, + 2.050413968390785e-05, + 2.0463887267396785e-05, + 2.042383493972011e-05, + 2.0383840819704346e-05, + 2.034378849202767e-05, + 2.0303843484725803e-05, + 2.0263971237000078e-05, + 2.0224721083650365e-05, + 2.0185800167382695e-05, + 2.0146955648669973e-05, + 2.0107458112761378e-05, + 2.0068058802280575e-05, + 2.0028712242492475e-05, + 1.9989709471701644e-05, + 1.995103775698226e-05, + 1.9912386051146314e-05, + 1.98730322154006e-05, + 1.983384572668001e-05, + 1.979453554667998e-05, + 1.9755605535465293e-05, + 1.9716720998985693e-05, + 1.9677887394209392e-05, + 1.9639495803858154e-05, + 1.9601564417826012e-05, + 1.9563451132853515e-05, + 1.9525637981132604e-05, + 1.9488261386868544e-05, + 1.9451244952506386e-05, + 1.941453774634283e-05, + 1.93776377273025e-05, + 1.934039028128609e-05, + 1.9303277440485545e-05, + 1.9266546587459743e-05, + 1.9230345060350373e-05, + 1.9194796550436877e-05, + 1.915936627483461e-05, + 1.9123997844872065e-05, + 1.9088729459326714e-05, + 1.9053424693993293e-05, + 1.901791983982548e-05, + 1.8982405890710652e-05, + 1.894742490549106e-05, + 1.8912722225650214e-05, + 1.887822145363316e-05, + 1.884393896034453e-05, + 1.8809565517585725e-05, + 1.8775184798869304e-05, + 1.874104782473296e-05, + 1.8707307390286587e-05, + 1.8674139937502332e-05, + 1.864086698333267e-05, + 1.8607466699904762e-05, + 1.8574311980046332e-05, + 1.8541461031418294e-05, + 1.850889384513721e-05, + 1.8476557670510374e-05, + 1.8444394299876876e-05, + 1.8411905330140144e-05, + 1.837956006056629e-05, + 1.8347438526689075e-05, + 1.8315231500309892e-05, + 1.8283113604411483e-05, + 1.825108120101504e-05, + 1.821909609134309e-05, + 1.818727469071746e-05, + 1.815578798414208e-05, + 1.812446498661302e-05, + 1.8093374819727615e-05, + 1.8062375602312386e-05, + 1.8031334548140876e-05, + 1.8000497220782563e-05, + 1.7969940017792396e-05, + 1.7939595636562444e-05, + 1.790951682778541e-05, + 1.7879359802464023e-05, + 1.784949745342601e-05, + 1.781950777512975e-05, + 1.7789720004657283e-05, + 1.7760094124241732e-05, + 1.7730784747982398e-05, + 1.770158633007668e-05, + 1.7672477042651735e-05, + 1.7643478713580407e-05, + 1.7614647731534205e-05, + 1.758587131917011e-05, + 1.7557376850163564e-05, + 1.752890420902986e-05, + 1.750063347571995e-05, + 1.7472504623583518e-05, + 1.7444457625970244e-05, + 1.741625055728946e-05, + 1.73883145180298e-05, + 1.7360722267767414e-05, + 1.733323915686924e-05, + 1.7306110748904757e-05, + 1.7279160601901822e-05, + 1.7252461475436576e-05, + 1.7225867850356735e-05, + 1.719938518363051e-05, + 1.717309896775987e-05, + 1.714715108391829e-05, + 1.7121639757533558e-05, + 1.7096203009714372e-05, + 1.7070806279662065e-05, + 1.7045844288077205e-05, + 1.7021291569108143e-05, + 1.6996888007270172e-05, + 1.697262268862687e-05, + 1.694849197519943e-05, + 1.6924481315072626e-05, + 1.690055250946898e-05, + 1.68768619914772e-05, + 1.6853138731676154e-05, + 1.682939546299167e-05, + 1.680579771345947e-05, + 1.678234366409015e-05, + 1.6759180653025396e-05, + 1.673612860031426e-05, + 1.6713189324946143e-05, + 1.669038465479389e-05, + 1.6667543604853563e-05, + 1.664498631726019e-05, + 1.662256363488268e-05, + 1.6600328308413737e-05, + 1.6578247596044093e-05, + 1.6556583432247862e-05, + 1.6534997484995984e-05, + 1.6513498849235475e-05, + 1.6492116628796794e-05, + 1.6470941773150116e-05, + 1.644994699745439e-05, + 1.642932511458639e-05, + 1.640880509512499e-05, + 1.638849062146619e-05, + 1.6368276192224585e-05, + 1.6348023564205505e-05, + 1.63276545208646e-05, + 1.6307471014442854e-05, + 1.6287158359773457e-05, + 1.626687662792392e-05, + 1.624659853405319e-05, + 1.6226393199758604e-05, + 1.6206489817705005e-05, + 1.6186872016987763e-05, + 1.6167230569408275e-05, + 1.614766733837314e-05, + 1.6128393326653168e-05, + 1.6109135685837828e-05, + 1.6089939890662208e-05, + 1.607082231203094e-05, + 1.6051819329732098e-05, + 1.603297278052196e-05, + 1.6014155335142277e-05, + 1.5995405192370526e-05, + 1.597663140273653e-05, + 1.5957844880176708e-05, + 1.5939100194373168e-05, + 1.5920411897241138e-05, + 1.5901645383564755e-05, + 1.5882993466220796e-05, + 1.5864392480580136e-05, + 1.5845873349462636e-05, + 1.5827388779143803e-05, + 1.5808911484782584e-05, + 1.579052877787035e-05, + 1.5772069673403166e-05, + 1.5753505067550577e-05, + 1.5734902262920514e-05, + 1.5716364941908978e-05, + 1.569780033605639e-05, + 1.5679263015044853e-05, + 1.566091123095248e-05, + 1.5642672224203125e-05, + 1.56245005200617e-05, + 1.5606343367835507e-05, + 1.5588233509333804e-05, + 1.5570289178867824e-05, + 1.55524248839356e-05, + 1.553435140522197e-05, + 1.551634159113746e-05, + 1.549839726067148e-05, + 1.548036925669294e-05, + 1.5462363080587238e-05, + 1.54444405779941e-05, + 1.5426532627316192e-05, + 1.5408701074193232e-05, + 1.5390953194582835e-05, + 1.537317621114198e-05, + 1.535537558083888e-05, + 1.5337633158196695e-05, + 1.531995258119423e-05, + 1.5302317478926852e-05, + 1.528480242996011e-05, + 1.526738196844235e-05, + 1.524993967905175e-05, + 1.5232603800541256e-05, + 1.5215606254059821e-05, + 1.5198556866380386e-05, + 1.5181564776867162e-05, + 1.5164546312007587e-05, + 1.5147627891565207e-05, + 1.5130871361179743e-05, + 1.511429036327172e-05, + 1.5097747564141173e-05, + 1.5081259334692731e-05, + 1.5064871149661485e-05, + 1.5048484783619642e-05, + 1.5032251212687697e-05, + 1.5016035831649788e-05, + 1.4999824998085387e-05, + 1.4983666005718987e-05, + 1.4967555216571782e-05, + 1.4951519005990122e-05, + 1.4935587387299165e-05, + 1.4919703971827403e-05, + 1.4903905139362905e-05, + 1.4888284567859955e-05, + 1.4872770407237113e-05, + 1.485727716499241e-05, + 1.4841859410807956e-05, + 1.482646621298045e-05, + 1.4811129403824452e-05, + 1.4796053619647864e-05, + 1.4781118807150051e-05, + 1.476625675422838e-05, + 1.4751623893971555e-05, + 1.4737114724994171e-05, + 1.4722661944688298e-05, + 1.4708378330396954e-05, + 1.4694054698338732e-05, + 1.467975107516395e-05, + 1.4665262824564707e-05, + 1.465081368223764e-05, + 1.4636384548794013e-05, + 1.4621935406466946e-05, + 1.460752719140146e-05, + 1.4593059859180357e-05, + 1.4578453374269884e-05, + 1.4563878721673973e-05, + 1.454934408684494e-05, + 1.4534936781274155e-05, + 1.4520656804961618e-05, + 1.4506599654851016e-05, + 1.4492537957266904e-05, + 1.4478516277449671e-05, + 1.446454189135693e-05, + 1.4450583876168821e-05, + 1.4436652236327063e-05, + 1.4422654203372076e-05, + 1.4408690731215756e-05, + 1.4394733625522349e-05, + 1.4380851098394487e-05, + 1.436702768842224e-05, + 1.4353318874782417e-05, + 1.4339549124997575e-05, + 1.432584485883126e-05, + 1.431213240721263e-05, + 1.4298500900622457e-05, + 1.4284914868767373e-05, + 1.4271307918534148e-05, + 1.4257735529099591e-05, + 1.4244075828173663e-05, + 1.4230442502594087e-05, + 1.4216827366908547e-05, + 1.4203187674866058e-05, + 1.4189643479767255e-05, + 1.4176238437357824e-05, + 1.4162887055135798e-05, + 1.4149569324217737e-05, + 1.4136285244603641e-05, + 1.4123031178314704e-05, + 1.4109821677266154e-05, + 1.40966612889315e-05, + 1.4083489077165723e-05, + 1.4070297766011208e-05, + 1.405707917001564e-05, + 1.4043746887182351e-05, + 1.4030319107405376e-05, + 1.4016834029462188e-05, + 1.4003469914314337e-05, + 1.3990155821375083e-05, + 1.3976909940538462e-05, + 1.3963698620500509e-05, + 1.3950492757430766e-05, + 1.3937351468484849e-05, + 1.3924242921348196e-05, + 1.391115893056849e-05, + 1.3897958524466958e-05, + 1.3884747204429004e-05, + 1.3871553164790384e-05, + 1.385839277645573e-05, + 1.3845296962244902e-05, + 1.3832154763804283e-05, + 1.3818952538713347e-05, + 1.380567300657276e-05, + 1.3792420759273227e-05, + 1.3779215805698186e-05, + 1.3765959920419846e-05, + 1.3752740414929576e-05, + 1.3739540918322746e-05, + 1.3726273209613282e-05, + 1.3713070075027645e-05, + 1.3699906958208885e-05, + 1.3686687452718616e-05, + 1.3673553439730313e-05, + 1.36604658109718e-05, + 1.3647380001202691e-05, + 1.3634332390211057e-05, + 1.3621308426081669e-05, + 1.3608321751235053e-05, + 1.3595374184660614e-05, + 1.3582463907368947e-05, + 1.3569590009865351e-05, + 1.3556747944676317e-05, + 1.3543918612413108e-05, + 1.3531206604966428e-05, + 1.3518520063371398e-05, + 1.3505955394066405e-05, + 1.3493352525983937e-05, + 1.3480822417477611e-05, + 1.3468407814798411e-05, + 1.3456186024995986e-05, + 1.3444002433971036e-05, + 1.3431987099465914e-05, + 1.3420004506770056e-05, + 1.3408127415459603e-05, + 1.3396286703937221e-05, + 1.338448237220291e-05, + 1.3372706234804355e-05, + 1.3360985576582607e-05, + 1.3349263099371456e-05, + 1.3337570635485463e-05, + 1.3325897270988207e-05, + 1.3314282114151865e-05, + 1.3302709703566507e-05, + 1.329119004367385e-05, + 1.3279723134473898e-05, + 1.3268319889903069e-05, + 1.3256936654215679e-05, + 1.3245560694485903e-05, + 1.3234202924650162e-05, + 1.3222832421888597e-05, + 1.3211489203968085e-05, + 1.3200136891100556e-05, + 1.3188810953579377e-05, + 1.317754686169792e-05, + 1.3166284588805865e-05, + 1.3155055057723075e-05, + 1.3143845535523724e-05, + 1.313265511271311e-05, + 1.3121522897563409e-05, + 1.3110252439219039e-05, + 1.3099015632178634e-05, + 1.3087767001707107e-05, + 1.3076464711048175e-05, + 1.306518151977798e-05, + 1.3053956536168698e-05, + 1.3042629689152818e-05, + 1.3031337402935605e-05, + 1.3020030564803164e-05, + 1.3008687346882652e-05, + 1.299733321502572e-05, + 1.2985935427423101e-05, + 1.2974557648703922e-05, + 1.2963188055437058e-05, + 1.2951838471053634e-05, + 1.2940506167069543e-05, + 1.2929238437209278e-05, + 1.2917991625727154e-05, + 1.290677028009668e-05, + 1.2895627151010558e-05, + 1.2884512216260191e-05, + 1.2873399100499228e-05, + 1.2862321455031633e-05, + 1.2851217434217688e-05, + 1.2840080671594478e-05, + 1.2828971193812322e-05, + 1.2817888091376517e-05, + 1.2806859558622818e-05, + 1.2795857401215471e-05, + 1.2784882528649177e-05, + 1.277398769161664e-05, + 1.2763087397615891e-05, + 1.275221165997209e-05, + 1.2741362297674641e-05, + 1.2730503840430174e-05, + 1.271967266802676e-05, + 1.2708866961474996e-05, + 1.2698112186626531e-05, + 1.2687376511166804e-05, + 1.2676676306000445e-05, + 1.2666001566685736e-05, + 1.2655353202717379e-05, + 1.2644742128031794e-05, + 1.2634108315978665e-05, + 1.2623463589989115e-05, + 1.2612843420356512e-05, + 1.260224871657556e-05, + 1.2591694940056186e-05, + 1.2581190276250709e-05, + 1.257074109162204e-05, + 1.2560293725982774e-05, + 1.2549871826195158e-05, + 1.2539497220132034e-05, + 1.2529130799521226e-05, + 1.2518814401119016e-05, + 1.250847981282277e-05, + 1.2498151590989437e-05, + 1.2487847925513051e-05, + 1.2477512427722104e-05, + 1.2467202395782806e-05, + 1.2456915101211052e-05, + 1.244668510480551e-05, + 1.2436453289410565e-05, + 1.2426266039256006e-05, + 1.2416102435963694e-05, + 1.240595884155482e-05, + 1.2395839803502895e-05, + 1.2385721674945671e-05, + 1.237562537426129e-05, + 1.2365559996396769e-05, + 1.2355530998320319e-05, + 1.2345588402240537e-05, + 1.2335666724538896e-05, + 1.2325771422183607e-05, + 1.2315885214775335e-05, + 1.2306025382713415e-05, + 1.2296219210838899e-05, + 1.2286453966225963e-05, + 1.2276673260203097e-05, + 1.2266913472558372e-05, + 1.2257209164090455e-05, + 1.2247529411979485e-05, + 1.2237873306730762e-05, + 1.2228224477439653e-05, + 1.2218556548759807e-05, + 1.2208982298034243e-05, + 1.219942896568682e-05, + 1.2189844710519537e-05, + 1.2180303201603238e-05, + 1.2170780792075675e-05, + 1.216124655911699e-05, + 1.2151688679296058e-05, + 1.2142177183704916e-05, + 1.2132696610933635e-05, + 1.212323422805639e-05, + 1.2113792763557285e-05, + 1.2104367669962812e-05, + 1.2094974408682901e-05, + 1.2085579328413587e-05, + 1.2076206076017115e-05, + 1.2066860108461697e-05, + 1.2057558706146665e-05, + 1.20482918646303e-05, + 1.2039033208566252e-05, + 1.2029776371491607e-05, + 1.2020587746519595e-05, + 1.201141822093632e-05, + 1.2002266885247082e-05, + 1.1993122825515456e-05, + 1.1983969670836814e-05, + 1.1974847438978031e-05, + 1.1965768862864934e-05, + 1.1956710295635276e-05, + 1.1947669918299653e-05, + 1.1938647730858065e-05, + 1.1929681022593286e-05, + 1.192075706057949e-05, + 1.1911819456145167e-05, + 1.1902899132110178e-05, + 1.1893996088474523e-05, + 1.1885110325238202e-05, + 1.1876274584210478e-05, + 1.1867399734910578e-05, + 1.1858523976115976e-05, + 1.1849673683173023e-05, + 1.1840841580124106e-05, + 1.183206131827319e-05, + 1.1823295608337503e-05, + 1.181453717435943e-05, + 1.1805796930275392e-05, + 1.1797052138717845e-05, + 1.1788340088969562e-05, + 1.177965896204114e-05, + 1.1771008757932577e-05, + 1.1762374015233945e-05, + 1.1753756552934647e-05, + 1.1745179108402226e-05, + 1.1736627129721455e-05, + 1.172805787064135e-05, + 1.1719595022441354e-05, + 1.1711154002114199e-05, + 1.1702729352691676e-05, + 1.1694361091940664e-05, + 1.1686031939461827e-05, + 1.167771733889822e-05, + 1.1669416380755138e-05, + 1.1661136340990197e-05, + 1.1652871762635186e-05, + 1.1644589903880842e-05, + 1.1636301678663585e-05, + 1.1628038919297978e-05, + 1.1619791621342301e-05, + 1.1611525223997887e-05, + 1.1603311577346176e-05, + 1.1595160685828887e-05, + 1.1587043445615564e-05, + 1.1578950761759188e-05, + 1.1570873539312743e-05, + 1.156281814473914e-05, + 1.1554779121070169e-05, + 1.154675646830583e-05, + 1.1538737453520298e-05, + 1.1530733900144696e-05, + 1.1522745808179025e-05, + 1.151477135863388e-05, + 1.150683601736091e-05, + 1.1498913409013767e-05, + 1.1491008990560658e-05, + 1.1483090020192321e-05, + 1.147518378274981e-05, + 1.1467277545307297e-05, + 1.145938949775882e-05, + 1.1451508726167958e-05, + 1.1443622497608885e-05, + 1.1435753549449146e-05, + 1.1427880053815898e-05, + 1.1419998372730333e-05, + 1.1412141248001717e-05, + 1.140432505053468e-05, + 1.1396465197321959e-05, + 1.1388613529561553e-05, + 1.1380805517546833e-05, + 1.1373011147952639e-05, + 1.1365282261976972e-05, + 1.1357556104485411e-05, + 1.1349856322340202e-05, + 1.1342192919983063e-05, + 1.13345167847001e-05, + 1.1326855201332364e-05, + 1.1319219083816279e-05, + 1.1311582056805491e-05, + 1.1303936844342388e-05, + 1.1296276170469355e-05, + 1.1288622772553936e-05, + 1.1280983926553745e-05, + 1.1273309610260185e-05, + 1.1265674402238801e-05, + 1.125805101764854e-05, + 1.1250442184973508e-05, + 1.1242832442803774e-05, + 1.1235236343054567e-05, + 1.1227659342694096e-05, + 1.1220075066376012e-05, + 1.1212500794499647e-05, + 1.1204938346054405e-05, + 1.1197412277397234e-05, + 1.1189900760655291e-05, + 1.1182411981280893e-05, + 1.1174959581694566e-05, + 1.1167540833412204e-05, + 1.1160133908560965e-05, + 1.1152720617246814e-05, + 1.1145306416437961e-05, + 1.1137853107356932e-05, + 1.1130388884339482e-05, + 1.1122932846774347e-05, + 1.111549045162974e-05, + 1.1108071703347377e-05, + 1.1100625670223963e-05, + 1.109319146053167e-05, + 1.1085750884376466e-05, + 1.1078287570853718e-05, + 1.1070865184592549e-05, + 1.106344279833138e-05, + 1.1056021321564913e-05, + 1.1048614396713674e-05, + 1.1041211109841242e-05, + 1.1033829650841653e-05, + 1.1026436368410941e-05, + 1.1019057637895457e-05, + 1.1011701644747518e-05, + 1.1004391126334667e-05, + 1.0997088793374132e-05, + 1.0989806469297037e-05, + 1.0982546882587485e-05, + 1.097530093829846e-05, + 1.0968068636429962e-05, + 1.0960836334561463e-05, + 1.0953617675113492e-05, + 1.0946412658086047e-05, + 1.0939224011963233e-05, + 1.0932047189271543e-05, + 1.092488400900038e-05, + 1.0917706276813988e-05, + 1.0910543096542824e-05, + 1.0903389011218678e-05 + ], + "stabilities": [ + 1.0, + 0.7058823108673096, + 0.5833333730697632, + 1.0, + 0.1428571343421936, + -1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9545454382896423, + 0.8095238208770752, + 0.8235294222831726, + 0.7857142686843872, + 0.7272727489471436, + 1.0, + 1.0, + 0.699999988079071, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9230769276618958, + 1.0, + 1.0, + 0.6666666269302368, + 1.0, + 0.8888888955116272, + 0.9583333134651184, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9117646813392639, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8163264989852905, + 0.9750000238418579, + 0.8461538553237915, + 0.939393937587738, + 1.0, + 0.6666666269302368, + 1.0, + 1.0, + 1.0, + 0.8965517282485962, + 1.0, + 0.65625, + 0.9523809552192688, + 1.0, + 0.9047619104385376, + 0.8421052694320679, + 0.75, + 1.0, + 0.7222222089767456, + 1.0, + 1.0, + 0.8695652484893799, + 0.6499999761581421, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9722222089767456, + 1.0, + 0.8918918967247009, + 1.0, + 1.0, + 0.9459459185600281, + 1.0, + 0.8974359035491943, + 0.9428571462631226, + 1.0, + 0.8292682766914368, + 0.970588207244873, + 1.0, + 0.8918918967247009, + 0.8484848737716675, + 1.0, + 1.0, + 0.8918918967247009, + 0.7878787517547607, + 0.807692289352417, + 0.8095238208770752, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9666666388511658, + 0.931034505367279, + 0.9629629850387573, + 0.7307692170143127, + 0.6842105388641357, + 0.615384578704834, + 0.25, + 1.0, + 0.0, + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8571428656578064, + 0.8888888955116272, + 0.625, + 0.3999999761581421, + 0.75, + 1.0, + 0.75, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8846153616905212, + 0.95652174949646, + 0.7727272510528564, + 0.8235294222831726, + 0.5714285373687744, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9259259104728699, + 1.0, + 1.0, + 0.8999999761581421, + 1.0, + 0.9142857193946838, + 1.0, + 0.9189189076423645, + 0.9117646813392639, + 0.9032257795333862, + 1.0, + 0.9642857313156128, + 0.8888888955116272, + 1.0, + 0.9354838728904724, + 1.0, + 0.9333333373069763, + 1.0, + 0.9354838728904724, + 0.931034505367279, + 1.0, + 0.96875, + 0.9032257795333862, + 1.0, + 0.9333333373069763, + 0.8571428656578064, + 0.8333333134651184, + 1.0, + 0.8999999761581421, + 0.4444444179534912, + 0.625, + 0.6000000238418579, + -2.3333332538604736, + 1.0, + 1.0, + 1.0, + NaN, + 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, + 0.9889298677444458, + 0.9776119589805603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969135522842407, + 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, + 0.977319598197937, + 1.0, + 0.9755101799964905, + 0.9958158731460571, + 0.993697464466095, + 0.9936575293540955, + 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, + 0.9919028282165527, + 1.0, + 0.9931305050849915, + 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, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956063032150269, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992122650146484, + 1.0, + 1.0, + 0.992277979850769, + 0.994163453578949, + 1.0, + 1.0, + 0.9914893507957458, + 1.0, + 0.9988358616828918, + 1.0, + 0.9922540783882141, + 0.9875097870826721, + 1.0, + 0.994106113910675, + 0.9818181991577148, + 0.9931561946868896, + 1.0, + 1.0, + 1.0, + 0.9922390580177307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945504069328308, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968358874320984, + 1.0, + 0.9868213534355164, + 1.0, + 1.0, + 0.9979934096336365, + 1.0, + 0.9874839782714844, + 1.0, + 1.0, + 0.9785038828849792, + 1.0, + 0.9947735071182251, + 0.9862813949584961, + 0.9991121888160706, + 1.0, + 0.9920341968536377, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9888439774513245, + 0.9943590760231018, + 1.0, + 1.0, + 0.9801187515258789, + 1.0, + 1.0, + 0.9947477579116821, + 0.9969431757926941, + 1.0, + 1.0, + 0.9978126883506775, + 1.0, + 1.0, + 0.9941465854644775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.994353175163269, + 1.0, + 1.0, + 0.9877206683158875, + 1.0, + 1.0, + 0.9972172975540161, + 1.0, + 0.9974766373634338, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980582594871521, + 1.0, + 1.0, + 0.992090106010437, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922059774398804, + 1.0, + 0.9985822439193726, + 0.985802173614502, + 1.0, + 0.9992899298667908, + 1.0, + 0.9919811487197876, + 0.9907275438308716, + 1.0, + 1.0, + 1.0, + 0.9896737933158875, + 1.0, + 0.9889645576477051, + 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, + 0.9929810166358948, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992464184761047, + 1.0, + 1.0, + 0.9974006414413452, + 0.9981384873390198, + 1.0, + 1.0, + 0.9970582723617554, + 0.9987092018127441, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996439218521118, + 0.9939447641372681, + 0.9899659752845764, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931058287620544, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960997104644775, + 0.9919986128807068, + 1.0, + 1.0, + 1.0, + 0.9983221292495728, + 0.9988235235214233, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968076348304749, + 1.0, + 0.9998403787612915, + 1.0, + 1.0, + 1.0, + 0.9981102347373962, + 1.0, + 0.9982644319534302, + 1.0, + 0.9971857666969299, + 1.0, + 1.0, + 1.0, + 0.996130645275116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969432950019836, + 1.0, + 0.9993903636932373, + 1.0, + 1.0, + 1.0, + 0.9982014298439026, + 0.9939939975738525, + 1.0, + 0.9933695197105408, + 0.9995449185371399, + 0.9968128800392151, + 1.0, + 1.0, + 0.9986351132392883, + 0.9940774440765381, + 0.9888481497764587, + 1.0, + 1.0, + 0.9883399605751038, + 0.9889785647392273, + 0.9992151856422424, + 0.9995287656784058, + 0.9996857047080994, + 1.0, + 1.0, + 0.9951418042182922, + 1.0, + 1.0, + 0.9990667104721069, + 0.9989101886749268, + 0.9926745891571045, + 1.0, + 1.0, + 0.9990589618682861, + 1.0, + 0.9923568964004517, + 0.9987425208091736, + 0.9963802099227905, + 0.9976307153701782, + 0.9855921268463135, + 1.0, + 1.0, + 0.9990382790565491, + 0.9945451617240906, + 0.9958057999610901, + 0.9863923788070679, + 0.9990146160125732, + 0.9940818548202515, + 1.0, + 1.0, + 1.0, + 0.99479079246521, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890639781951904, + 0.9905691146850586, + 1.0, + 1.0, + 0.9888924956321716, + 1.0, + 1.0, + 0.9996708035469055, + 0.997694730758667, + 0.9963690638542175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975677132606506, + 1.0, + 0.9991888403892517, + 1.0, + 1.0, + 0.9985460638999939, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937304258346558, + 0.99747633934021, + 1.0, + 1.0, + 1.0, + 0.9944873452186584, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990743398666382, + 1.0, + 1.0, + 0.9990763664245605, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968031644821167, + 0.9981673955917358, + 1.0, + 0.9975658059120178, + 0.9839865565299988, + 1.0, + 1.0, + 1.0, + 0.9975489974021912, + 0.9938575029373169, + 0.9936650395393372, + 1.0, + 1.0, + 0.9972041249275208, + 1.0, + 0.9939450621604919, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986029267311096, + 0.9967355728149414, + 1.0, + 0.9978169202804565, + 0.9918737411499023, + 0.9962186813354492, + 1.0, + 0.9988948702812195, + 1.0, + 0.9993686676025391, + 0.985944390296936, + 0.9935927987098694, + 0.9979042410850525, + 0.9873990416526794, + 0.9942735433578491, + 0.9988481402397156, + 0.9915980100631714, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941446185112, + 0.9939509630203247, + 0.9870275259017944, + 1.0, + 0.9998382329940796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974428415298462, + 0.998397707939148, + 0.994382917881012, + 1.0, + 0.9979180097579956, + 1.0, + 0.9966410994529724, + 0.999358057975769, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957526922225952, + 0.9922590851783752, + 0.9987263083457947, + 1.0, + 1.0, + 1.0, + 0.9998406767845154, + 0.9988844394683838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943303465843201, + 0.998921275138855, + 0.9976859092712402, + 1.0, + 1.0, + 0.997840166091919, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978746175765991, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997026324272156, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979514479637146, + 0.9997067451477051, + 1.0, + 0.9963594079017639, + 0.9998538494110107, + 1.0, + 0.9998542070388794, + 1.0, + 1.0, + 0.9997087121009827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936065077781677, + 1.0, + 0.9931316375732422, + 1.0, + 0.9969275593757629, + 0.9933959245681763, + 0.9871472716331482, + 1.0, + 0.9886261820793152, + 0.9998486042022705, + 0.993641197681427, + 0.9993905425071716, + 0.9993901252746582, + 1.0, + 0.9977116584777832, + 1.0, + 1.0, + 1.0, + 0.9974105358123779, + 0.998778223991394, + 0.997706413269043, + 0.9978544116020203, + 0.9967746734619141, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998469948768616, + 1.0, + 1.0, + 0.9969493746757507, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969502687454224, + 1.0, + 0.9993971586227417, + 1.0, + 1.0, + 1.0, + 0.9976144433021545, + 1.0, + 0.9994089603424072, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966801404953003, + 1.0, + 1.0, + 0.9955143928527832, + 1.0, + 1.0, + 0.999709963798523, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975592494010925, + 1.0, + 1.0, + 0.9951065182685852, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975578188896179, + 1.0, + 0.9995682835578918, + 0.9998560547828674, + 1.0, + 0.9988480806350708, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985697865486145, + 0.9981380701065063, + 0.9969866275787354, + 1.0, + 1.0, + 0.9977021217346191, + 1.0, + 0.9974130392074585, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965816736221313, + 1.0, + 0.9980042576789856, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992878437042236, + 0.9985746741294861, + 0.9937196969985962, + 1.0, + 1.0, + 1.0, + 0.9995696544647217, + 0.9968426823616028, + 0.9978404641151428, + 1.0, + 1.0, + 0.9965507388114929, + 0.9997115731239319, + 1.0, + 1.0, + 1.0, + 0.9923970699310303, + 1.0, + 1.0, + 0.9978432655334473, + 1.0, + 1.0, + 1.0, + 0.9972853064537048, + 0.998853862285614, + 1.0, + 1.0, + 1.0, + 0.9988532066345215, + 1.0, + 1.0, + 0.9991410374641418, + 0.9974208474159241, + 0.9984197616577148, + 1.0, + 1.0, + 0.9948357343673706, + 0.9998558163642883, + 1.0, + 1.0, + 1.0, + 0.9985648393630981, + 0.9974130392074585, + 0.9998559355735779, + 1.0, + 1.0, + 0.9958207011222839, + 0.9976845383644104, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9962430596351624, + 1.0, + 1.0, + 0.9994248151779175, + 1.0, + 0.9962592720985413, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998273491859436, + 0.9984146356582642, + 0.9988451600074768, + 1.0, + 1.0, + 0.9972545504570007, + 0.9989857077598572, + 1.0, + 0.9894546866416931, + 0.9992700219154358, + 1.0, + 0.9954708218574524, + 0.9972113966941833, + 1.0, + 1.0, + 0.9994114637374878, + 1.0, + 1.0, + 1.0, + 0.9991225004196167, + 1.0, + 1.0, + 0.9954813718795776, + 0.99421626329422, + 0.9976435899734497, + 0.9986714124679565, + 1.0, + 0.9991130828857422, + 1.0, + 0.9998520612716675, + 1.0, + 0.9997044801712036, + 1.0, + 1.0, + 0.997044026851654, + 1.0, + 0.9998517632484436, + 1.0, + 1.0, + 1.0, + 0.9994102716445923, + 1.0, + 1.0, + 0.9995589256286621, + 1.0, + 1.0, + 0.9986836314201355, + 0.9966315031051636, + 1.0, + 1.0, + 0.9962099194526672, + 1.0, + 0.9932699203491211, + 1.0, + 0.998382568359375, + 0.9969072341918945, + 1.0, + 0.9997055530548096, + 0.998527467250824, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968065023422241, + 1.0, + 0.9998543858528137, + 1.0, + 1.0, + 0.9994186162948608, + 1.0, + 1.0, + 1.0, + 0.9966671466827393, + 1.0, + 0.9985460638999939, + 0.9969423413276672, + 0.9972250461578369, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984140992164612, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964377284049988, + 1.0, + 1.0, + 0.999857485294342, + 1.0, + 0.9991458058357239, + 1.0, + 1.0, + 0.998579740524292, + 0.9954487085342407, + 1.0, + 0.9990005493164062, + 0.9987137317657471, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997142553329468, + 0.9994283318519592, + 1.0, + 0.9998570084571838, + 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, + 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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_trial_metrics.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..c884aaebff2beed98b7f5d41ee8f9ec8b470b6b0 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 9911.83984375, + "strength": 6170.41552734375, + "max_strength": 10056.6669921875, + "final_strength": 9990.0, + "sample_efficiency": 1.865282257540457e-07, + "training_efficiency": 1.1943612662435044e-05, + "stability": 0.9976025223731995, + "consistency": -0.4073474407196045 + }, + "local": { + "mean_returns": [ + [ + 26.66666603088379, + 42.42424392700195, + 50.90909194946289, + 45.0, + 42.0, + 40.0, + 42.0, + 46.0, + 50.0, + 48.0, + 60.0, + 60.0, + 58.0, + 62.0, + 56.0, + 50.0, + 48.0, + 58.0, + 58.0, + 58.0, + 56.0, + 68.0, + 82.0, + 80.0, + 88.0, + 80.0, + 70.0, + 58.0, + 64.0, + 62.0, + 70.0, + 74.0, + 80.0, + 82.0, + 92.0, + 98.0, + 108.0, + 116.0, + 108.0, + 106.0, + 84.0, + 78.0, + 74.0, + 76.0, + 72.0, + 84.0, + 84.0, + 82.0, + 82.0, + 78.0, + 80.0, + 74.0, + 70.0, + 82.0, + 94.0, + 100.0, + 102.0, + 118.0, + 108.0, + 100.0, + 110.0, + 118.0, + 112.0, + 124.0, + 134.0, + 136.0, + 138.0, + 120.0, + 120.0, + 116.0, + 106.0, + 114.0, + 110.0, + 110.0, + 112.0, + 110.0, + 102.0, + 92.0, + 102.0, + 96.0, + 88.0, + 90.0, + 82.0, + 82.0, + 68.0, + 72.0, + 72.0, + 76.0, + 84.0, + 86.0, + 84.0, + 86.0, + 96.0, + 90.0, + 84.0, + 94.0, + 94.0, + 96.0, + 94.0, + 92.0, + 86.0, + 86.0, + 102.0, + 108.0, + 108.0, + 116.0, + 130.0, + 126.0, + 122.0, + 120.0, + 122.0, + 118.0, + 110.0, + 100.0, + 98.0, + 96.0, + 94.0, + 94.0, + 114.0, + 108.0, + 114.0, + 108.0, + 110.0, + 104.0, + 90.0, + 86.0, + 84.0, + 92.0, + 94.0, + 92.0, + 100.0, + 98.0, + 96.0, + 82.0, + 78.0, + 70.0, + 68.0, + 76.0, + 82.0, + 90.0, + 88.0, + 96.0, + 90.0, + 92.0, + 94.0, + 90.0, + 102.0, + 98.0, + 94.0, + 76.0, + 72.0, + 58.0, + 58.0, + 50.0, + 44.0, + 44.0, + 48.0, + 44.0, + 38.0, + 46.0, + 48.0, + 48.0, + 46.0, + 52.0, + 58.0, + 48.0, + 48.0, + 42.0, + 50.0, + 46.0, + 48.0, + 64.0, + 68.0, + 80.0, + 96.0, + 98.0, + 100.0, + 114.0, + 136.0, + 158.0, + 202.0, + 258.0, + 316.0, + 376.0, + 462.0, + 536.0, + 580.0, + 610.0, + 656.0, + 670.0, + 676.0, + 680.0, + 668.0, + 682.0, + 676.0, + 678.0, + 660.0, + 654.0, + 646.0, + 628.0, + 620.0, + 625.0, + 623.0, + 639.0, + 643.0, + 653.0, + 667.0, + 662.0, + 656.0, + 648.0, + 652.0, + 642.0, + 644.0, + 644.0, + 644.0, + 646.0, + 658.0, + 660.0, + 674.0, + 678.0, + 688.0, + 682.0, + 682.0, + 666.0, + 678.0, + 678.0, + 674.0, + 716.0, + 738.0, + 750.0, + 738.0, + 748.0, + 774.0, + 776.0, + 770.0, + 776.0, + 800.0, + 792.0, + 806.0, + 786.0, + 778.0, + 780.0, + 784.0, + 818.0, + 792.0, + 832.0, + 842.0, + 866.0, + 872.0, + 890.0, + 900.0, + 968.0, + 998.0, + 1007.0, + 1015.0, + 1057.0, + 1111.0, + 1147.0, + 1171.0, + 1263.0, + 1252.0, + 1348.0, + 1366.0, + 1400.0, + 1372.0, + 1352.0, + 1444.0, + 1476.0, + 1522.0, + 1680.0, + 1728.0, + 1822.0, + 1848.0, + 1952.0, + 2040.0, + 2184.0, + 2450.0, + 2578.0, + 2578.0, + 2822.0, + 2892.0, + 2872.0, + 2878.0, + 2936.0, + 3158.0, + 3308.0, + 3358.0, + 3432.0, + 3528.0, + 3612.0, + 3494.0, + 3558.0, + 3600.0, + 3588.0, + 3592.0, + 3630.0, + 3756.0, + 3828.0, + 3988.0, + 4268.0, + 4426.0, + 4448.0, + 4458.0, + 4568.0, + 4558.0, + 4456.0, + 4482.0, + 4554.0, + 4564.0, + 4676.0, + 4808.0, + 4842.0, + 4762.0, + 4920.0, + 4920.0, + 4944.0, + 4846.0, + 4876.0, + 4810.0, + 4794.0, + 4768.0, + 4806.0, + 4890.0, + 4980.0, + 5150.0, + 5332.0, + 5392.0, + 5468.0, + 5524.0, + 5574.0, + 5766.0, + 5764.0, + 5856.0, + 5912.0, + 5908.0, + 5970.0, + 6108.0, + 6276.0, + 6354.0, + 6524.0, + 6524.0, + 6586.0, + 6632.0, + 6856.0, + 6952.0, + 7164.0, + 7208.0, + 7208.0, + 7436.0, + 7718.0, + 7686.0, + 7840.0, + 7982.0, + 7982.0, + 8092.0, + 8276.0, + 8302.0, + 8322.0, + 8368.0, + 8378.0, + 8396.0, + 8488.0, + 8444.0, + 8446.0, + 8432.0, + 8478.0, + 8504.0, + 8542.0, + 8486.0, + 8339.0, + 8249.0, + 8117.0, + 8099.0, + 7909.0, + 7825.0, + 8021.0, + 7853.0, + 7893.0, + 8045.0, + 8101.0, + 8069.0, + 8003.0, + 8179.0, + 8179.0, + 8321.0, + 8315.0, + 8421.0, + 8455.0, + 8615.0, + 8555.0, + 8617.0, + 8615.0, + 8491.0, + 8493.0, + 8443.0, + 8684.0, + 8759.0, + 8683.0, + 8791.0, + 8857.0, + 8899.0, + 8881.0, + 8807.0, + 8615.0, + 8481.0, + 8469.0, + 8537.0, + 8499.0, + 8543.0, + 8367.0, + 8471.0, + 8435.0, + 8435.0, + 8443.0, + 8395.0, + 8555.0, + 8549.0, + 8557.0, + 8677.0, + 8791.0, + 8857.0, + 8857.0, + 8780.0, + 8772.0, + 8914.0, + 8928.0, + 8940.0, + 8884.0, + 9014.0, + 9156.0, + 9108.0, + 9288.0, + 9598.0, + 9624.0, + 9748.0, + 9882.0, + 9882.0, + 9938.0, + 10028.0, + 10254.0, + 10344.0, + 10180.0, + 10264.0, + 10298.0, + 10378.0, + 10318.0, + 10366.0, + 10356.0, + 10362.0, + 10344.0, + 10228.0, + 10286.0, + 10276.0, + 10044.0, + 9950.0, + 9946.0, + 9992.0, + 9908.0, + 9880.0, + 9938.0, + 9746.0, + 9790.0, + 9693.0, + 9577.0, + 9625.0, + 9539.0, + 9423.0, + 9363.0, + 9315.0, + 9397.0, + 9401.0, + 9359.0, + 9405.0, + 9465.0, + 9501.0, + 9501.0, + 9489.0, + 9675.0, + 9727.0, + 9703.0, + 9691.0, + 9881.0, + 9881.0, + 9953.0, + 9981.0, + 10099.0, + 10149.0, + 10239.0, + 10215.0, + 10233.0, + 10241.0, + 10318.0, + 10314.0, + 10296.0, + 10232.0, + 10314.0, + 10190.0, + 10280.0, + 10362.0, + 10362.0, + 10482.0, + 10594.0, + 10628.0, + 10702.0, + 10664.0, + 10600.0, + 10658.0, + 10684.0, + 10740.0, + 10818.0, + 10936.0, + 10934.0, + 11150.0, + 11290.0, + 11346.0, + 11424.0, + 11326.0, + 11314.0, + 11124.0, + 11252.0, + 11246.0, + 11346.0, + 11442.0, + 11292.0, + 11452.0, + 11594.0, + 11596.0, + 11526.0, + 11556.0, + 11692.0, + 11694.0, + 11760.0, + 11828.0, + 11862.0, + 11964.0, + 11946.0, + 11976.0, + 11972.0, + 12094.0, + 12164.0, + 12230.0, + 12322.0, + 12322.0, + 12340.0, + 12352.0, + 12316.0, + 12314.0, + 12352.0, + 12376.0, + 12466.0, + 12424.0, + 12568.0, + 12752.0, + 12846.0, + 12912.0, + 12918.0, + 12928.0, + 12992.0, + 13094.0, + 13100.0, + 13030.0, + 12988.0, + 12944.0, + 13010.0, + 13136.0, + 13204.0, + 13204.0, + 13146.0, + 13168.0, + 13068.0, + 13110.0, + 13134.0, + 13048.0, + 13086.0, + 13060.0, + 13074.0, + 13056.0, + 13072.0, + 13070.0, + 13122.0, + 13144.0, + 13106.0, + 13154.0, + 13146.0, + 13124.0, + 13106.0, + 12992.0, + 12966.0, + 12966.0, + 13036.0, + 12874.0, + 12838.0, + 12836.0, + 12874.0, + 12798.0, + 12838.0, + 12858.0, + 12940.0, + 12878.0, + 12836.0, + 12760.0, + 12708.0, + 12718.0, + 12724.0, + 12692.0, + 12566.0, + 12570.0, + 12668.0, + 12590.0, + 12640.0, + 12556.0, + 12594.0, + 12546.0, + 12518.0, + 12498.0, + 12484.0, + 12460.0, + 12446.0, + 12486.0, + 12486.0, + 12562.0, + 12684.0, + 12692.0, + 12746.0, + 12736.0, + 12692.0, + 12788.0, + 12906.0, + 12908.0, + 12962.0, + 12924.0, + 12924.0, + 12900.0, + 12868.0, + 12850.0, + 13022.0, + 13072.0, + 13038.0, + 13038.0, + 13066.0, + 12966.0, + 13060.0, + 13034.0, + 12956.0, + 12974.0, + 12892.0, + 12840.0, + 12894.0, + 12884.0, + 12918.0, + 12984.0, + 13016.0, + 12938.0, + 12930.0, + 12936.0, + 12918.0, + 12912.0, + 12888.0, + 12730.0, + 12776.0, + 12746.0, + 12778.0, + 12774.0, + 12808.0, + 12844.0, + 12844.0, + 12840.0, + 12898.0, + 12864.0, + 12924.0, + 12870.0, + 12794.0, + 12784.0, + 12680.0, + 12610.0, + 12684.0, + 12718.0, + 12688.0, + 12680.0, + 12734.0, + 12798.0, + 12872.0, + 12838.0, + 12836.0, + 12786.0, + 12790.0, + 12792.0, + 12844.0, + 12800.0, + 12702.0, + 12622.0, + 12622.0, + 12696.0, + 12706.0, + 12712.0, + 12662.0, + 12682.0, + 12440.0, + 12288.0, + 12308.0, + 12254.0, + 12252.0, + 12212.0, + 12218.0, + 12068.0, + 12082.0, + 12022.0, + 12154.0, + 12158.0, + 12144.0, + 12068.0, + 12154.0, + 12170.0, + 12192.0, + 12094.0, + 12136.0, + 12182.0, + 12162.0, + 12196.0, + 12126.0, + 11938.0, + 11920.0, + 11808.0, + 11896.0, + 11978.0, + 11910.0, + 12022.0, + 12004.0, + 12018.0, + 12046.0, + 12030.0, + 12180.0, + 12340.0, + 12308.0, + 12386.0, + 12314.0, + 12356.0, + 12460.0, + 12606.0, + 12680.0, + 12592.0, + 12678.0, + 12696.0, + 12714.0, + 12848.0, + 12848.0, + 12826.0, + 12844.0, + 12844.0, + 12844.0, + 12998.0, + 12998.0, + 12998.0, + 13070.0, + 13084.0, + 13066.0, + 13150.0, + 13388.0, + 13388.0, + 13504.0, + 13526.0, + 13540.0, + 13560.0, + 13610.0, + 13572.0, + 13548.0, + 13574.0, + 13626.0, + 13626.0, + 13658.0, + 13648.0, + 13706.0, + 13684.0, + 13680.0, + 13678.0, + 13664.0, + 13642.0, + 13656.0, + 13644.0, + 13652.0, + 13636.0, + 13650.0, + 13644.0, + 13650.0, + 13652.0, + 13570.0, + 13570.0, + 13534.0, + 13510.0, + 13474.0, + 13504.0, + 13504.0, + 13458.0, + 13438.0, + 13394.0, + 13330.0, + 13354.0, + 13350.0, + 13416.0, + 13382.0, + 13374.0, + 13402.0, + 13452.0, + 13448.0, + 13472.0, + 13472.0, + 13494.0, + 13482.0, + 13480.0, + 13576.0, + 13578.0, + 13584.0, + 13654.0, + 13732.0, + 13698.0, + 13712.0, + 13712.0, + 13712.0, + 13764.0, + 13818.0, + 13886.0, + 13884.0, + 13908.0, + 13918.0, + 13822.0, + 13846.0, + 13846.0, + 13818.0, + 13818.0, + 13812.0, + 13852.0, + 13874.0, + 13910.0, + 14010.0, + 14010.0, + 14006.0, + 13962.0, + 13972.0, + 13974.0, + 13990.0, + 13992.0, + 13990.0, + 13996.0, + 14000.0, + 14036.0, + 14012.0, + 14008.0, + 13950.0, + 13918.0, + 13916.0, + 13958.0, + 13952.0, + 13988.0, + 13958.0, + 13934.0, + 13942.0, + 13874.0, + 13846.0, + 13844.0, + 13762.0, + 13720.0, + 13770.0, + 13756.0, + 13752.0, + 13752.0, + 13810.0, + 13810.0, + 13866.0, + 13860.0, + 13770.0, + 13770.0, + 13708.0, + 13710.0, + 13700.0, + 13756.0, + 13750.0, + 13748.0, + 13736.0, + 13734.0, + 13652.0, + 13614.0, + 13610.0, + 13632.0, + 13596.0, + 13656.0, + 13650.0, + 13662.0, + 13666.0, + 13668.0, + 13704.0, + 13732.0, + 13752.0, + 13712.0, + 13726.0, + 13766.0, + 13766.0, + 13774.0, + 13730.0, + 13876.0, + 13938.0, + 13938.0, + 13940.0, + 13992.0, + 13986.0, + 13982.0, + 13988.0, + 13988.0, + 13946.0, + 13948.0, + 13976.0, + 13976.0, + 13978.0, + 14012.0, + 14014.0, + 14018.0, + 14030.0, + 14034.0, + 14116.0, + 14154.0, + 14154.0, + 14156.0, + 14194.0, + 14196.0, + 14244.0, + 14230.0, + 14196.0, + 14194.0, + 14190.0, + 14196.0, + 14142.0, + 14186.0, + 14236.0, + 14198.0, + 14200.0, + 14172.0, + 14260.0, + 14260.0, + 14278.0, + 14276.0, + 14276.0, + 14292.0, + 14298.0, + 14282.0, + 14232.0, + 14200.0, + 14198.0, + 14290.0, + 14338.0, + 14390.0, + 14388.0, + 14382.0, + 14382.0, + 14386.0, + 14348.0, + 14346.0, + 14342.0, + 14292.0, + 14292.0, + 14296.0, + 14256.0, + 14256.0, + 14218.0, + 14218.0, + 14218.0, + 14212.0, + 14218.0, + 14216.0, + 14268.0, + 14278.0, + 14276.0, + 14276.0, + 14314.0, + 14316.0, + 14322.0, + 14318.0, + 14314.0, + 14314.0, + 14318.0, + 14322.0, + 14282.0, + 14280.0, + 14306.0, + 14306.0, + 14312.0, + 14312.0, + 14312.0, + 14306.0, + 14284.0, + 14288.0, + 14288.0, + 14254.0, + 14204.0, + 14242.0, + 14238.0, + 14194.0, + 14194.0, + 14268.0, + 14262.0, + 14266.0, + 14260.0 + ], + [ + 37.5, + 55.0, + 58.064517974853516, + 62.068965911865234, + 58.0, + 50.0, + 50.0, + 38.0, + 54.0, + 52.0, + 72.0, + 72.0, + 70.0, + 74.0, + 64.0, + 72.0, + 82.0, + 84.0, + 104.0, + 126.0, + 128.0, + 136.0, + 114.0, + 124.0, + 116.0, + 104.0, + 110.0, + 116.0, + 92.0, + 88.0, + 76.0, + 82.0, + 84.0, + 90.0, + 108.0, + 110.0, + 114.0, + 126.0, + 126.0, + 116.0, + 126.0, + 130.0, + 124.0, + 124.0, + 112.0, + 104.0, + 96.0, + 104.0, + 108.0, + 126.0, + 142.0, + 164.0, + 170.0, + 182.0, + 198.0, + 218.0, + 226.0, + 242.0, + 234.0, + 236.0, + 226.0, + 236.0, + 240.0, + 252.0, + 246.0, + 246.0, + 262.0, + 280.0, + 304.0, + 334.0, + 338.0, + 340.0, + 318.0, + 302.0, + 314.0, + 314.0, + 328.0, + 348.0, + 356.0, + 354.0, + 362.0, + 372.0, + 358.0, + 378.0, + 386.0, + 398.0, + 388.0, + 422.0, + 432.0, + 428.0, + 430.0, + 422.0, + 366.0, + 340.0, + 338.0, + 344.0, + 354.0, + 394.0, + 406.0, + 410.0, + 432.0, + 438.0, + 432.0, + 458.0, + 466.0, + 460.0, + 464.0, + 476.0, + 466.0, + 458.0, + 470.0, + 470.0, + 480.0, + 490.0, + 504.0, + 508.0, + 490.0, + 472.0, + 468.0, + 476.0, + 474.0, + 474.0, + 504.0, + 506.0, + 486.0, + 480.0, + 512.0, + 494.0, + 494.0, + 528.0, + 560.0, + 528.0, + 554.0, + 568.0, + 552.0, + 574.0, + 568.0, + 560.0, + 562.0, + 576.0, + 542.0, + 562.0, + 560.0, + 558.0, + 584.0, + 600.0, + 604.0, + 598.0, + 602.0, + 568.0, + 574.0, + 568.0, + 578.0, + 600.0, + 608.0, + 578.0, + 578.0, + 568.0, + 564.0, + 580.0, + 590.0, + 604.0, + 608.0, + 582.0, + 578.0, + 574.0, + 582.0, + 576.0, + 570.0, + 578.0, + 590.0, + 574.0, + 592.0, + 600.0, + 596.0, + 604.0, + 606.0, + 616.0, + 604.0, + 606.0, + 576.0, + 590.0, + 606.0, + 614.0, + 604.0, + 612.0, + 616.0, + 588.0, + 584.0, + 588.0, + 594.0, + 594.0, + 612.0, + 610.0, + 602.0, + 562.0, + 548.0, + 532.0, + 536.0, + 552.0, + 584.0, + 596.0, + 616.0, + 612.0, + 584.0, + 594.0, + 620.0, + 602.0, + 630.0, + 638.0, + 598.0, + 592.0, + 604.0, + 560.0, + 558.0, + 568.0, + 580.0, + 592.0, + 604.0, + 604.0, + 606.0, + 590.0, + 576.0, + 578.0, + 568.0, + 564.0, + 558.0, + 560.0, + 578.0, + 588.0, + 606.0, + 628.0, + 668.0, + 630.0, + 654.0, + 674.0, + 660.0, + 630.0, + 688.0, + 694.0, + 668.0, + 674.0, + 712.0, + 704.0, + 736.0, + 772.0, + 812.0, + 820.0, + 850.0, + 870.0, + 868.0, + 900.0, + 922.0, + 888.0, + 922.0, + 910.0, + 850.0, + 830.0, + 856.0, + 816.0, + 808.0, + 858.0, + 894.0, + 900.0, + 942.0, + 1016.0, + 1024.0, + 1028.0, + 1038.0, + 1046.0, + 1070.0, + 1056.0, + 1102.0, + 1140.0, + 1202.0, + 1220.0, + 1248.0, + 1274.0, + 1292.0, + 1274.0, + 1292.0, + 1324.0, + 1306.0, + 1306.0, + 1286.0, + 1292.0, + 1228.0, + 1226.0, + 1234.0, + 1246.0, + 1284.0, + 1300.0, + 1330.0, + 1372.0, + 1384.0, + 1422.0, + 1414.0, + 1422.0, + 1444.0, + 1472.0, + 1438.0, + 1430.0, + 1440.0, + 1418.0, + 1438.0, + 1430.0, + 1434.0, + 1430.0, + 1424.0, + 1442.0, + 1408.0, + 1402.0, + 1400.0, + 1432.0, + 1388.0, + 1398.0, + 1428.0, + 1404.0, + 1402.0, + 1414.0, + 1436.0, + 1406.0, + 1378.0, + 1380.0, + 1396.0, + 1366.0, + 1402.0, + 1420.0, + 1380.0, + 1380.0, + 1348.0, + 1332.0, + 1308.0, + 1302.0, + 1318.0, + 1352.0, + 1414.0, + 1412.0, + 1432.0, + 1460.0, + 1480.0, + 1494.0, + 1486.0, + 1490.0, + 1526.0, + 1540.0, + 1552.0, + 1546.0, + 1558.0, + 1546.0, + 1510.0, + 1494.0, + 1476.0, + 1456.0, + 1460.0, + 1468.0, + 1472.0, + 1476.0, + 1500.0, + 1506.0, + 1514.0, + 1528.0, + 1508.0, + 1478.0, + 1434.0, + 1400.0, + 1412.0, + 1390.0, + 1422.0, + 1404.0, + 1418.0, + 1442.0, + 1440.0, + 1454.0, + 1440.0, + 1464.0, + 1500.0, + 1514.0, + 1520.0, + 1508.0, + 1486.0, + 1506.0, + 1500.0, + 1492.0, + 1486.0, + 1490.0, + 1534.0, + 1520.0, + 1538.0, + 1508.0, + 1480.0, + 1398.0, + 1352.0, + 1332.0, + 1316.0, + 1338.0, + 1346.0, + 1356.0, + 1402.0, + 1426.0, + 1432.0, + 1474.0, + 1468.0, + 1514.0, + 1524.0, + 1516.0, + 1524.0, + 1486.0, + 1460.0, + 1462.0, + 1438.0, + 1428.0, + 1422.0, + 1432.0, + 1448.0, + 1436.0, + 1466.0, + 1474.0, + 1498.0, + 1522.0, + 1550.0, + 1584.0, + 1594.0, + 1632.0, + 1648.0, + 1622.0, + 1596.0, + 1596.0, + 1584.0, + 1576.0, + 1550.0, + 1550.0, + 1546.0, + 1530.0, + 1520.0, + 1502.0, + 1520.0, + 1512.0, + 1520.0, + 1508.0, + 1502.0, + 1504.0, + 1496.0, + 1488.0, + 1504.0, + 1504.0, + 1520.0, + 1544.0, + 1534.0, + 1572.0, + 1570.0, + 1572.0, + 1584.0, + 1592.0, + 1614.0, + 1610.0, + 1602.0, + 1600.0, + 1628.0, + 1630.0, + 1626.0, + 1658.0, + 1644.0, + 1660.0, + 1668.0, + 1656.0, + 1638.0, + 1624.0, + 1646.0, + 1606.0, + 1594.0, + 1564.0, + 1562.0, + 1556.0, + 1536.0, + 1550.0, + 1566.0, + 1596.0, + 1626.0, + 1644.0, + 1676.0, + 1696.0, + 1686.0, + 1676.0, + 1670.0, + 1670.0, + 1666.0, + 1656.0, + 1652.0, + 1666.0, + 1670.0, + 1676.0, + 1680.0, + 1668.0, + 1680.0, + 1654.0, + 1632.0, + 1642.0, + 1614.0, + 1620.0, + 1614.0, + 1592.0, + 1602.0, + 1612.0, + 1622.0, + 1612.0, + 1610.0, + 1632.0, + 1646.0, + 1656.0, + 1650.0, + 1624.0, + 1618.0, + 1610.0, + 1578.0, + 1570.0, + 1578.0, + 1600.0, + 1630.0, + 1636.0, + 1662.0, + 1688.0, + 1694.0, + 1704.0, + 1702.0, + 1708.0, + 1706.0, + 1686.0, + 1694.0, + 1696.0, + 1688.0, + 1670.0, + 1672.0, + 1676.0, + 1688.0, + 1684.0, + 1690.0, + 1682.0, + 1692.0, + 1672.0, + 1670.0, + 1670.0, + 1654.0, + 1644.0, + 1662.0, + 1664.0, + 1646.0, + 1642.0, + 1652.0, + 1660.0, + 1666.0, + 1678.0, + 1684.0, + 1716.0, + 1696.0, + 1692.0, + 1662.0, + 1662.0, + 1660.0, + 1636.0, + 1614.0, + 1626.0, + 1644.0, + 1618.0, + 1600.0, + 1564.0, + 1582.0, + 1598.0, + 1566.0, + 1580.0, + 1596.0, + 1610.0, + 1642.0, + 1660.0, + 1672.0, + 1686.0, + 1692.0, + 1680.0, + 1688.0, + 1684.0, + 1674.0, + 1682.0, + 1666.0, + 1664.0, + 1656.0, + 1656.0, + 1644.0, + 1638.0, + 1638.0, + 1660.0, + 1670.0, + 1666.0, + 1666.0, + 1660.0, + 1660.0, + 1652.0, + 1642.0, + 1654.0, + 1654.0, + 1656.0, + 1656.0, + 1668.0, + 1662.0, + 1660.0, + 1654.0, + 1654.0, + 1666.0, + 1684.0, + 1678.0, + 1706.0, + 1716.0, + 1718.0, + 1720.0, + 1730.0, + 1736.0, + 1722.0, + 1712.0, + 1702.0, + 1682.0, + 1684.0, + 1666.0, + 1672.0, + 1670.0, + 1676.0, + 1686.0, + 1674.0, + 1682.0, + 1650.0, + 1644.0, + 1630.0, + 1634.0, + 1640.0, + 1654.0, + 1684.0, + 1686.0, + 1698.0, + 1706.0, + 1712.0, + 1726.0, + 1720.0, + 1726.0, + 1712.0, + 1720.0, + 1730.0, + 1732.0, + 1740.0, + 1746.0, + 1726.0, + 1726.0, + 1704.0, + 1694.0, + 1688.0, + 1670.0, + 1674.0, + 1676.0, + 1680.0, + 1686.0, + 1668.0, + 1680.0, + 1670.0, + 1670.0, + 1666.0, + 1660.0, + 1674.0, + 1688.0, + 1692.0, + 1700.0, + 1686.0, + 1704.0, + 1704.0, + 1698.0, + 1704.0, + 1708.0, + 1712.0, + 1706.0, + 1712.0, + 1716.0, + 1704.0, + 1682.0, + 1666.0, + 1676.0, + 1670.0, + 1666.0, + 1670.0, + 1668.0, + 1690.0, + 1694.0, + 1700.0, + 1708.0, + 1712.0, + 1706.0, + 1690.0, + 1684.0, + 1680.0, + 1678.0, + 1678.0, + 1690.0, + 1726.0, + 1726.0, + 1736.0, + 1754.0, + 1746.0, + 1732.0, + 1726.0, + 1728.0, + 1728.0, + 1734.0, + 1738.0, + 1756.0, + 1746.0, + 1756.0, + 1742.0, + 1750.0, + 1740.0, + 1738.0, + 1734.0, + 1754.0, + 1744.0, + 1746.0, + 1736.0, + 1732.0, + 1732.0, + 1722.0, + 1720.0, + 1724.0, + 1712.0, + 1722.0, + 1728.0, + 1726.0, + 1718.0, + 1720.0, + 1738.0, + 1730.0, + 1724.0, + 1718.0, + 1726.0, + 1738.0, + 1736.0, + 1732.0, + 1740.0, + 1742.0, + 1734.0, + 1722.0, + 1724.0, + 1724.0, + 1722.0, + 1730.0, + 1718.0, + 1730.0, + 1738.0, + 1740.0, + 1732.0, + 1740.0, + 1738.0, + 1740.0, + 1740.0, + 1724.0, + 1718.0, + 1714.0, + 1700.0, + 1696.0, + 1684.0, + 1682.0, + 1684.0, + 1680.0, + 1690.0, + 1700.0, + 1696.0, + 1700.0, + 1694.0, + 1702.0, + 1708.0, + 1698.0, + 1708.0, + 1698.0, + 1706.0, + 1712.0, + 1720.0, + 1720.0, + 1718.0, + 1728.0, + 1732.0, + 1746.0, + 1754.0, + 1744.0, + 1736.0, + 1748.0, + 1742.0, + 1724.0, + 1718.0, + 1730.0, + 1728.0, + 1736.0, + 1740.0, + 1750.0, + 1730.0, + 1734.0, + 1720.0, + 1710.0, + 1696.0, + 1694.0, + 1688.0, + 1706.0, + 1714.0, + 1728.0, + 1730.0, + 1736.0, + 1748.0, + 1752.0, + 1752.0, + 1742.0, + 1748.0, + 1742.0, + 1718.0, + 1720.0, + 1720.0, + 1716.0, + 1712.0, + 1716.0, + 1734.0, + 1750.0, + 1744.0, + 1742.0, + 1748.0, + 1746.0, + 1728.0, + 1734.0, + 1746.0, + 1722.0, + 1730.0, + 1724.0, + 1718.0, + 1724.0, + 1708.0, + 1722.0, + 1728.0, + 1722.0, + 1734.0, + 1722.0, + 1730.0, + 1718.0, + 1720.0, + 1728.0, + 1724.0, + 1728.0, + 1740.0, + 1744.0, + 1764.0, + 1752.0, + 1750.0, + 1754.0, + 1756.0, + 1758.0, + 1754.0, + 1744.0, + 1744.0, + 1750.0, + 1744.0, + 1734.0, + 1724.0, + 1730.0, + 1718.0, + 1720.0, + 1702.0, + 1706.0, + 1722.0, + 1722.0, + 1742.0, + 1740.0, + 1748.0, + 1762.0, + 1760.0, + 1762.0, + 1756.0, + 1756.0, + 1750.0, + 1728.0, + 1728.0, + 1714.0, + 1722.0, + 1734.0, + 1728.0, + 1746.0, + 1756.0, + 1750.0, + 1762.0, + 1758.0, + 1762.0, + 1758.0, + 1758.0, + 1758.0, + 1770.0, + 1768.0, + 1770.0, + 1772.0, + 1772.0, + 1768.0, + 1774.0, + 1772.0, + 1766.0, + 1764.0, + 1750.0, + 1732.0, + 1730.0, + 1728.0, + 1716.0, + 1730.0, + 1728.0, + 1746.0, + 1746.0, + 1750.0, + 1728.0, + 1726.0, + 1724.0, + 1708.0, + 1716.0, + 1720.0, + 1726.0, + 1744.0, + 1746.0, + 1756.0, + 1758.0, + 1756.0, + 1760.0, + 1760.0, + 1752.0, + 1742.0, + 1722.0, + 1704.0, + 1700.0, + 1684.0, + 1674.0, + 1668.0, + 1680.0, + 1708.0, + 1700.0, + 1694.0, + 1712.0, + 1730.0, + 1730.0, + 1736.0, + 1738.0, + 1740.0, + 1736.0, + 1736.0, + 1720.0, + 1716.0, + 1712.0, + 1714.0, + 1734.0, + 1742.0, + 1754.0, + 1758.0, + 1760.0, + 1760.0, + 1748.0, + 1754.0, + 1748.0, + 1740.0, + 1760.0, + 1762.0, + 1762.0, + 1756.0, + 1748.0, + 1742.0, + 1752.0, + 1742.0, + 1734.0, + 1708.0, + 1724.0, + 1726.0, + 1732.0, + 1714.0, + 1728.0, + 1724.0, + 1744.0, + 1734.0, + 1734.0, + 1728.0, + 1724.0, + 1720.0, + 1724.0, + 1724.0, + 1728.0, + 1740.0, + 1758.0, + 1742.0, + 1748.0, + 1742.0, + 1734.0, + 1714.0, + 1702.0, + 1708.0, + 1724.0, + 1732.0, + 1736.0, + 1748.0, + 1754.0, + 1738.0, + 1742.0 + ], + [ + 40.0, + 55.0, + 50.0, + 45.0, + 52.0, + 40.0, + 36.0, + 44.0, + 54.0, + 60.0, + 70.0, + 76.0, + 82.0, + 80.0, + 72.0, + 66.0, + 60.0, + 54.0, + 54.0, + 58.0, + 52.0, + 54.0, + 62.0, + 62.0, + 62.0, + 70.0, + 90.0, + 86.0, + 96.0, + 98.0, + 78.0, + 92.0, + 86.0, + 84.0, + 90.0, + 90.0, + 96.0, + 100.0, + 104.0, + 106.0, + 100.0, + 114.0, + 114.0, + 126.0, + 136.0, + 118.0, + 116.0, + 104.0, + 100.0, + 104.0, + 82.0, + 90.0, + 92.0, + 96.0, + 90.0, + 102.0, + 80.0, + 78.0, + 80.0, + 76.0, + 70.0, + 62.0, + 74.0, + 64.0, + 74.0, + 84.0, + 78.0, + 64.0, + 72.0, + 86.0, + 92.0, + 94.0, + 110.0, + 108.0, + 112.0, + 104.0, + 110.0, + 112.0, + 108.0, + 116.0, + 108.0, + 104.0, + 120.0, + 106.0, + 104.0, + 112.0, + 104.0, + 94.0, + 110.0, + 112.0, + 104.0, + 90.0, + 80.0, + 72.0, + 72.0, + 72.0, + 78.0, + 98.0, + 98.0, + 96.0, + 92.0, + 90.0, + 76.0, + 64.0, + 54.0, + 42.0, + 44.0, + 38.0, + 50.0, + 58.0, + 74.0, + 76.0, + 80.0, + 74.0, + 70.0, + 58.0, + 46.0, + 44.0, + 46.0, + 44.0, + 44.0, + 62.0, + 72.0, + 90.0, + 84.0, + 82.0, + 72.0, + 66.0, + 54.0, + 62.0, + 66.0, + 68.0, + 70.0, + 74.0, + 74.0, + 74.0, + 76.0, + 80.0, + 86.0, + 92.0, + 88.0, + 90.0, + 98.0, + 92.0, + 108.0, + 102.0, + 112.0, + 106.0, + 100.0, + 94.0, + 94.0, + 92.0, + 86.0, + 100.0, + 96.0, + 98.0, + 94.0, + 100.0, + 96.0, + 92.0, + 102.0, + 100.0, + 94.0, + 98.0, + 94.0, + 86.0, + 78.0, + 78.0, + 74.0, + 54.0, + 48.0, + 44.0, + 24.0, + 30.0, + 30.0, + 38.0, + 48.0, + 66.0, + 84.0, + 100.0, + 130.0, + 156.0, + 182.0, + 236.0, + 278.0, + 338.0, + 372.0, + 436.0, + 480.0, + 512.0, + 552.0, + 556.0, + 580.0, + 574.0, + 562.0, + 562.0, + 566.0, + 582.0, + 590.0, + 622.0, + 646.0, + 660.0, + 676.0, + 686.0, + 684.0, + 702.0, + 716.0, + 730.0, + 746.0, + 762.0, + 776.0, + 788.0, + 790.0, + 828.0, + 830.0, + 878.0, + 928.0, + 960.0, + 1008.0, + 986.0, + 1018.0, + 994.0, + 990.0, + 984.0, + 978.0, + 990.0, + 1042.0, + 1054.0, + 1114.0, + 1144.0, + 1164.0, + 1238.0, + 1306.0, + 1396.0, + 1494.0, + 1532.0, + 1618.0, + 1708.0, + 1788.0, + 1854.0, + 1898.0, + 1964.0, + 1964.0, + 2014.0, + 1998.0, + 2076.0, + 2062.0, + 2110.0, + 2116.0, + 2210.0, + 2326.0, + 2356.0, + 2440.0, + 2524.0, + 2644.0, + 2762.0, + 2850.0, + 2942.0, + 3094.0, + 3156.0, + 3368.0, + 3516.0, + 3634.0, + 3838.0, + 3934.0, + 3934.0, + 4114.0, + 4200.0, + 4410.0, + 4520.0, + 4590.0, + 4570.0, + 4572.0, + 4712.0, + 4926.0, + 5116.0, + 5112.0, + 5192.0, + 5218.0, + 5178.0, + 5148.0, + 5184.0, + 5208.0, + 5164.0, + 5192.0, + 5186.0, + 5202.0, + 5162.0, + 5098.0, + 5128.0, + 5098.0, + 5006.0, + 4972.0, + 5004.0, + 5158.0, + 5192.0, + 5152.0, + 5296.0, + 5296.0, + 5498.0, + 5570.0, + 5609.0, + 5669.0, + 5791.0, + 5919.0, + 5961.0, + 6195.0, + 6277.0, + 6243.0, + 6455.0, + 6555.0, + 6833.0, + 6885.0, + 6987.0, + 6991.0, + 6969.0, + 7019.0, + 6927.0, + 6961.0, + 7015.0, + 7001.0, + 7069.0, + 6981.0, + 6981.0, + 7016.0, + 6866.0, + 6926.0, + 6890.0, + 6796.0, + 6790.0, + 6817.0, + 6763.0, + 6763.0, + 6825.0, + 7023.0, + 7209.0, + 7129.0, + 7089.0, + 7217.0, + 7281.0, + 7137.0, + 7159.0, + 7273.0, + 7235.0, + 7213.0, + 7315.0, + 7353.0, + 7337.0, + 7551.0, + 7555.0, + 7511.0, + 7595.0, + 7675.0, + 7763.0, + 7830.0, + 7786.0, + 7820.0, + 7856.0, + 7760.0, + 7808.0, + 7944.0, + 7922.0, + 7964.0, + 7944.0, + 8068.0, + 8228.0, + 8228.0, + 8278.0, + 8262.0, + 8286.0, + 8382.0, + 8316.0, + 8412.0, + 8420.0, + 8462.0, + 8506.0, + 8440.0, + 8502.0, + 8490.0, + 8370.0, + 8488.0, + 8482.0, + 8518.0, + 8450.0, + 8372.0, + 8436.0, + 8510.0, + 8560.0, + 8472.0, + 8556.0, + 8462.0, + 8486.0, + 8538.0, + 8578.0, + 8764.0, + 8796.0, + 8844.0, + 8888.0, + 8924.0, + 9082.0, + 9136.0, + 9136.0, + 9182.0, + 9182.0, + 9388.0, + 9422.0, + 9490.0, + 9586.0, + 9644.0, + 9726.0, + 9658.0, + 9658.0, + 9720.0, + 9968.0, + 10030.0, + 10104.0, + 10104.0, + 10104.0, + 10202.0, + 10478.0, + 10526.0, + 10654.0, + 10646.0, + 10728.0, + 10810.0, + 10782.0, + 10762.0, + 10908.0, + 10916.0, + 10884.0, + 10870.0, + 10870.0, + 11018.0, + 11216.0, + 11272.0, + 11268.0, + 11200.0, + 11088.0, + 11140.0, + 11210.0, + 11268.0, + 11370.0, + 11528.0, + 11642.0, + 11562.0, + 11562.0, + 11586.0, + 11604.0, + 11726.0, + 11822.0, + 11832.0, + 11786.0, + 11692.0, + 11818.0, + 11954.0, + 11958.0, + 11938.0, + 11924.0, + 11928.0, + 11952.0, + 12178.0, + 12216.0, + 12222.0, + 12346.0, + 12404.0, + 12464.0, + 12538.0, + 12568.0, + 12528.0, + 12570.0, + 12568.0, + 12622.0, + 12730.0, + 12738.0, + 12714.0, + 12714.0, + 12692.0, + 12830.0, + 12794.0, + 12938.0, + 12940.0, + 12960.0, + 12910.0, + 12948.0, + 12996.0, + 13034.0, + 13062.0, + 13124.0, + 13084.0, + 13160.0, + 13152.0, + 13172.0, + 13220.0, + 13382.0, + 13358.0, + 13278.0, + 13310.0, + 13222.0, + 13216.0, + 13174.0, + 13202.0, + 13226.0, + 13208.0, + 13130.0, + 12984.0, + 13020.0, + 13074.0, + 12922.0, + 12780.0, + 12770.0, + 12764.0, + 12760.0, + 12778.0, + 12800.0, + 12738.0, + 12820.0, + 12896.0, + 12884.0, + 12870.0, + 12776.0, + 12790.0, + 12790.0, + 12778.0, + 12860.0, + 12762.0, + 12746.0, + 12700.0, + 12670.0, + 12488.0, + 12512.0, + 12516.0, + 12504.0, + 12436.0, + 12384.0, + 12216.0, + 12204.0, + 12132.0, + 12132.0, + 12202.0, + 12324.0, + 12260.0, + 12388.0, + 12420.0, + 12468.0, + 12474.0, + 12338.0, + 12222.0, + 12282.0, + 12282.0, + 12146.0, + 12182.0, + 12188.0, + 12184.0, + 12156.0, + 12112.0, + 12138.0, + 12138.0, + 12196.0, + 12250.0, + 12268.0, + 12276.0, + 12372.0, + 12342.0, + 12366.0, + 12356.0, + 12378.0, + 12418.0, + 12400.0, + 12496.0, + 12614.0, + 12688.0, + 12702.0, + 12768.0, + 12798.0, + 12718.0, + 12686.0, + 12686.0, + 12722.0, + 12736.0, + 12666.0, + 12666.0, + 12860.0, + 12862.0, + 12862.0, + 12970.0, + 13002.0, + 12990.0, + 13028.0, + 13030.0, + 13018.0, + 13086.0, + 13154.0, + 13158.0, + 13160.0, + 13176.0, + 13134.0, + 13110.0, + 13184.0, + 13152.0, + 12942.0, + 13026.0, + 13028.0, + 13094.0, + 13062.0, + 12982.0, + 12900.0, + 12914.0, + 12914.0, + 12878.0, + 12920.0, + 12842.0, + 12870.0, + 12908.0, + 12908.0, + 12922.0, + 12904.0, + 12862.0, + 12864.0, + 12836.0, + 12732.0, + 12684.0, + 12706.0, + 12692.0, + 12710.0, + 12702.0, + 12524.0, + 12444.0, + 12418.0, + 12262.0, + 12192.0, + 12178.0, + 12076.0, + 12142.0, + 12158.0, + 12348.0, + 12348.0, + 12366.0, + 12416.0, + 12416.0, + 12502.0, + 12666.0, + 12676.0, + 12676.0, + 12602.0, + 12526.0, + 12364.0, + 12402.0, + 12400.0, + 12400.0, + 12418.0, + 12428.0, + 12522.0, + 12524.0, + 12552.0, + 12520.0, + 12500.0, + 12430.0, + 12526.0, + 12500.0, + 12542.0, + 12500.0, + 12492.0, + 12544.0, + 12546.0, + 12660.0, + 12678.0, + 12694.0, + 12752.0, + 12698.0, + 12600.0, + 12584.0, + 12584.0, + 12586.0, + 12590.0, + 12588.0, + 12574.0, + 12618.0, + 12668.0, + 12728.0, + 12872.0, + 12998.0, + 13090.0, + 13016.0, + 13002.0, + 12972.0, + 12972.0, + 13002.0, + 12974.0, + 12976.0, + 12986.0, + 13136.0, + 13192.0, + 13210.0, + 13212.0, + 13184.0, + 13266.0, + 13364.0, + 13480.0, + 13490.0, + 13486.0, + 13576.0, + 13578.0, + 13596.0, + 13706.0, + 13678.0, + 13674.0, + 13772.0, + 13722.0, + 13720.0, + 13758.0, + 13756.0, + 13770.0, + 13770.0, + 13766.0, + 13766.0, + 13766.0, + 13778.0, + 13802.0, + 13714.0, + 13724.0, + 13630.0, + 13708.0, + 13666.0, + 13576.0, + 13402.0, + 13402.0, + 13250.0, + 13248.0, + 13164.0, + 13156.0, + 13148.0, + 13148.0, + 13118.0, + 13158.0, + 13158.0, + 13168.0, + 13134.0, + 13118.0, + 13088.0, + 13060.0, + 13018.0, + 13026.0, + 13054.0, + 13064.0, + 13110.0, + 13108.0, + 13150.0, + 13150.0, + 13110.0, + 13138.0, + 13138.0, + 13144.0, + 13154.0, + 13114.0, + 13308.0, + 13300.0, + 13346.0, + 13440.0, + 13452.0, + 13420.0, + 13574.0, + 13566.0, + 13618.0, + 13694.0, + 13742.0, + 13828.0, + 13838.0, + 13864.0, + 13880.0, + 13894.0, + 13848.0, + 13858.0, + 13860.0, + 13798.0, + 13798.0, + 13828.0, + 13824.0, + 13892.0, + 13966.0, + 13968.0, + 13968.0, + 13934.0, + 13934.0, + 13934.0, + 13866.0, + 13914.0, + 13914.0, + 13914.0, + 13960.0, + 13960.0, + 13960.0, + 13926.0, + 13936.0, + 13930.0, + 13928.0, + 13928.0, + 13912.0, + 13974.0, + 14022.0, + 14022.0, + 14022.0, + 14002.0, + 13976.0, + 13934.0, + 13964.0, + 13964.0, + 13932.0, + 13954.0, + 13918.0, + 13976.0, + 14004.0, + 14004.0, + 14078.0, + 14078.0, + 14080.0, + 14032.0, + 14068.0, + 14040.0, + 14040.0, + 14048.0, + 14048.0, + 14078.0, + 14080.0, + 14070.0, + 14050.0, + 13962.0, + 13962.0, + 13962.0, + 13980.0, + 13974.0, + 13930.0, + 13900.0, + 13954.0, + 13954.0, + 13906.0, + 13902.0, + 13902.0, + 13922.0, + 13980.0, + 13874.0, + 13874.0, + 13948.0, + 13918.0, + 13918.0, + 13972.0, + 14036.0, + 13998.0, + 13982.0, + 13986.0, + 13986.0, + 13990.0, + 13974.0, + 14006.0, + 14008.0, + 13996.0, + 13960.0, + 13938.0, + 13954.0, + 13980.0, + 13908.0, + 13906.0, + 13914.0, + 13932.0, + 13974.0, + 13954.0, + 13918.0, + 13916.0, + 13916.0, + 13916.0, + 13858.0, + 13826.0, + 13876.0, + 13877.0, + 13877.0, + 13879.0, + 13827.0, + 13917.0, + 13947.0, + 13939.0, + 13939.0, + 13887.0, + 13889.0, + 13905.0, + 13905.0, + 13939.0, + 13915.0, + 13893.0, + 13877.0, + 13879.0, + 13879.0, + 13841.0, + 13827.0, + 13883.0, + 13737.0, + 13727.0, + 13727.0, + 13665.0, + 13627.0, + 13629.0, + 13631.0, + 13623.0, + 13623.0, + 13677.0, + 13713.0, + 13701.0, + 13701.0, + 13759.0, + 13697.0, + 13618.0, + 13586.0, + 13568.0, + 13568.0, + 13556.0, + 13556.0, + 13554.0, + 13574.0, + 13570.0, + 13570.0, + 13570.0, + 13530.0, + 13530.0, + 13528.0, + 13578.0, + 13578.0, + 13604.0, + 13596.0, + 13610.0, + 13642.0, + 13636.0, + 13670.0, + 13712.0, + 13694.0, + 13648.0, + 13748.0, + 13758.0, + 13706.0, + 13708.0, + 13616.0, + 13640.0, + 13618.0, + 13576.0, + 13624.0, + 13620.0, + 13600.0, + 13626.0, + 13664.0, + 13714.0, + 13730.0, + 13730.0, + 13816.0, + 13772.0, + 13774.0, + 13772.0, + 13798.0, + 13798.0, + 13790.0, + 13830.0, + 13834.0, + 13840.0, + 13794.0, + 13794.0, + 13774.0, + 13732.0, + 13694.0, + 13700.0, + 13734.0, + 13760.0, + 13856.0, + 13902.0, + 13910.0, + 13910.0, + 13888.0, + 13970.0, + 13972.0, + 14008.0, + 14074.0, + 14024.0, + 14048.0, + 14072.0, + 14070.0, + 14086.0, + 14074.0, + 14120.0, + 14120.0, + 14100.0, + 14036.0, + 14046.0, + 14032.0, + 14014.0, + 14014.0, + 14014.0, + 14036.0, + 14036.0, + 14032.0, + 14024.0, + 14024.0, + 14022.0, + 14076.0, + 14076.0, + 14082.0 + ] + ], + "strengths": [ + [ + -11.333333969116211, + 4.424243927001953, + 12.90909194946289, + 7.0, + 4.0, + 2.0, + 4.0, + 8.0, + 12.0, + 10.0, + 22.0, + 22.0, + 20.0, + 24.0, + 18.0, + 12.0, + 10.0, + 20.0, + 20.0, + 20.0, + 18.0, + 30.0, + 44.0, + 42.0, + 50.0, + 42.0, + 32.0, + 20.0, + 26.0, + 24.0, + 32.0, + 36.0, + 42.0, + 44.0, + 54.0, + 60.0, + 70.0, + 78.0, + 70.0, + 68.0, + 46.0, + 40.0, + 36.0, + 38.0, + 34.0, + 46.0, + 46.0, + 44.0, + 44.0, + 40.0, + 42.0, + 36.0, + 32.0, + 44.0, + 56.0, + 62.0, + 64.0, + 80.0, + 70.0, + 62.0, + 72.0, + 80.0, + 74.0, + 86.0, + 96.0, + 98.0, + 100.0, + 82.0, + 82.0, + 78.0, + 68.0, + 76.0, + 72.0, + 72.0, + 74.0, + 72.0, + 64.0, + 54.0, + 64.0, + 58.0, + 50.0, + 52.0, + 44.0, + 44.0, + 30.0, + 34.0, + 34.0, + 38.0, + 46.0, + 48.0, + 46.0, + 48.0, + 58.0, + 52.0, + 46.0, + 56.0, + 56.0, + 58.0, + 56.0, + 54.0, + 48.0, + 48.0, + 64.0, + 70.0, + 70.0, + 78.0, + 92.0, + 88.0, + 84.0, + 82.0, + 84.0, + 80.0, + 72.0, + 62.0, + 60.0, + 58.0, + 56.0, + 56.0, + 76.0, + 70.0, + 76.0, + 70.0, + 72.0, + 66.0, + 52.0, + 48.0, + 46.0, + 54.0, + 56.0, + 54.0, + 62.0, + 60.0, + 58.0, + 44.0, + 40.0, + 32.0, + 30.0, + 38.0, + 44.0, + 52.0, + 50.0, + 58.0, + 52.0, + 54.0, + 56.0, + 52.0, + 64.0, + 60.0, + 56.0, + 38.0, + 34.0, + 20.0, + 20.0, + 12.0, + 6.0, + 6.0, + 10.0, + 6.0, + 0.0, + 8.0, + 10.0, + 10.0, + 8.0, + 14.0, + 20.0, + 10.0, + 10.0, + 4.0, + 12.0, + 8.0, + 10.0, + 26.0, + 30.0, + 42.0, + 58.0, + 60.0, + 62.0, + 76.0, + 98.0, + 120.0, + 164.0, + 220.0, + 278.0, + 338.0, + 424.0, + 498.0, + 542.0, + 572.0, + 618.0, + 632.0, + 638.0, + 642.0, + 630.0, + 644.0, + 638.0, + 640.0, + 622.0, + 616.0, + 608.0, + 590.0, + 582.0, + 587.0, + 585.0, + 601.0, + 605.0, + 615.0, + 629.0, + 624.0, + 618.0, + 610.0, + 614.0, + 604.0, + 606.0, + 606.0, + 606.0, + 608.0, + 620.0, + 622.0, + 636.0, + 640.0, + 650.0, + 644.0, + 644.0, + 628.0, + 640.0, + 640.0, + 636.0, + 678.0, + 700.0, + 712.0, + 700.0, + 710.0, + 736.0, + 738.0, + 732.0, + 738.0, + 762.0, + 754.0, + 768.0, + 748.0, + 740.0, + 742.0, + 746.0, + 780.0, + 754.0, + 794.0, + 804.0, + 828.0, + 834.0, + 852.0, + 862.0, + 930.0, + 960.0, + 969.0, + 977.0, + 1019.0, + 1073.0, + 1109.0, + 1133.0, + 1225.0, + 1214.0, + 1310.0, + 1328.0, + 1362.0, + 1334.0, + 1314.0, + 1406.0, + 1438.0, + 1484.0, + 1642.0, + 1690.0, + 1784.0, + 1810.0, + 1914.0, + 2002.0, + 2146.0, + 2412.0, + 2540.0, + 2540.0, + 2784.0, + 2854.0, + 2834.0, + 2840.0, + 2898.0, + 3120.0, + 3270.0, + 3320.0, + 3394.0, + 3490.0, + 3574.0, + 3456.0, + 3520.0, + 3562.0, + 3550.0, + 3554.0, + 3592.0, + 3718.0, + 3790.0, + 3950.0, + 4230.0, + 4388.0, + 4410.0, + 4420.0, + 4530.0, + 4520.0, + 4418.0, + 4444.0, + 4516.0, + 4526.0, + 4638.0, + 4770.0, + 4804.0, + 4724.0, + 4882.0, + 4882.0, + 4906.0, + 4808.0, + 4838.0, + 4772.0, + 4756.0, + 4730.0, + 4768.0, + 4852.0, + 4942.0, + 5112.0, + 5294.0, + 5354.0, + 5430.0, + 5486.0, + 5536.0, + 5728.0, + 5726.0, + 5818.0, + 5874.0, + 5870.0, + 5932.0, + 6070.0, + 6238.0, + 6316.0, + 6486.0, + 6486.0, + 6548.0, + 6594.0, + 6818.0, + 6914.0, + 7126.0, + 7170.0, + 7170.0, + 7398.0, + 7680.0, + 7648.0, + 7802.0, + 7944.0, + 7944.0, + 8054.0, + 8238.0, + 8264.0, + 8284.0, + 8330.0, + 8340.0, + 8358.0, + 8450.0, + 8406.0, + 8408.0, + 8394.0, + 8440.0, + 8466.0, + 8504.0, + 8448.0, + 8301.0, + 8211.0, + 8079.0, + 8061.0, + 7871.0, + 7787.0, + 7983.0, + 7815.0, + 7855.0, + 8007.0, + 8063.0, + 8031.0, + 7965.0, + 8141.0, + 8141.0, + 8283.0, + 8277.0, + 8383.0, + 8417.0, + 8577.0, + 8517.0, + 8579.0, + 8577.0, + 8453.0, + 8455.0, + 8405.0, + 8646.0, + 8721.0, + 8645.0, + 8753.0, + 8819.0, + 8861.0, + 8843.0, + 8769.0, + 8577.0, + 8443.0, + 8431.0, + 8499.0, + 8461.0, + 8505.0, + 8329.0, + 8433.0, + 8397.0, + 8397.0, + 8405.0, + 8357.0, + 8517.0, + 8511.0, + 8519.0, + 8639.0, + 8753.0, + 8819.0, + 8819.0, + 8742.0, + 8734.0, + 8876.0, + 8890.0, + 8902.0, + 8846.0, + 8976.0, + 9118.0, + 9070.0, + 9250.0, + 9560.0, + 9586.0, + 9710.0, + 9844.0, + 9844.0, + 9900.0, + 9990.0, + 10216.0, + 10306.0, + 10142.0, + 10226.0, + 10260.0, + 10340.0, + 10280.0, + 10328.0, + 10318.0, + 10324.0, + 10306.0, + 10190.0, + 10248.0, + 10238.0, + 10006.0, + 9912.0, + 9908.0, + 9954.0, + 9870.0, + 9842.0, + 9900.0, + 9708.0, + 9752.0, + 9655.0, + 9539.0, + 9587.0, + 9501.0, + 9385.0, + 9325.0, + 9277.0, + 9359.0, + 9363.0, + 9321.0, + 9367.0, + 9427.0, + 9463.0, + 9463.0, + 9451.0, + 9637.0, + 9689.0, + 9665.0, + 9653.0, + 9843.0, + 9843.0, + 9915.0, + 9943.0, + 10061.0, + 10111.0, + 10201.0, + 10177.0, + 10195.0, + 10203.0, + 10280.0, + 10276.0, + 10258.0, + 10194.0, + 10276.0, + 10152.0, + 10242.0, + 10324.0, + 10324.0, + 10444.0, + 10556.0, + 10590.0, + 10664.0, + 10626.0, + 10562.0, + 10620.0, + 10646.0, + 10702.0, + 10780.0, + 10898.0, + 10896.0, + 11112.0, + 11252.0, + 11308.0, + 11386.0, + 11288.0, + 11276.0, + 11086.0, + 11214.0, + 11208.0, + 11308.0, + 11404.0, + 11254.0, + 11414.0, + 11556.0, + 11558.0, + 11488.0, + 11518.0, + 11654.0, + 11656.0, + 11722.0, + 11790.0, + 11824.0, + 11926.0, + 11908.0, + 11938.0, + 11934.0, + 12056.0, + 12126.0, + 12192.0, + 12284.0, + 12284.0, + 12302.0, + 12314.0, + 12278.0, + 12276.0, + 12314.0, + 12338.0, + 12428.0, + 12386.0, + 12530.0, + 12714.0, + 12808.0, + 12874.0, + 12880.0, + 12890.0, + 12954.0, + 13056.0, + 13062.0, + 12992.0, + 12950.0, + 12906.0, + 12972.0, + 13098.0, + 13166.0, + 13166.0, + 13108.0, + 13130.0, + 13030.0, + 13072.0, + 13096.0, + 13010.0, + 13048.0, + 13022.0, + 13036.0, + 13018.0, + 13034.0, + 13032.0, + 13084.0, + 13106.0, + 13068.0, + 13116.0, + 13108.0, + 13086.0, + 13068.0, + 12954.0, + 12928.0, + 12928.0, + 12998.0, + 12836.0, + 12800.0, + 12798.0, + 12836.0, + 12760.0, + 12800.0, + 12820.0, + 12902.0, + 12840.0, + 12798.0, + 12722.0, + 12670.0, + 12680.0, + 12686.0, + 12654.0, + 12528.0, + 12532.0, + 12630.0, + 12552.0, + 12602.0, + 12518.0, + 12556.0, + 12508.0, + 12480.0, + 12460.0, + 12446.0, + 12422.0, + 12408.0, + 12448.0, + 12448.0, + 12524.0, + 12646.0, + 12654.0, + 12708.0, + 12698.0, + 12654.0, + 12750.0, + 12868.0, + 12870.0, + 12924.0, + 12886.0, + 12886.0, + 12862.0, + 12830.0, + 12812.0, + 12984.0, + 13034.0, + 13000.0, + 13000.0, + 13028.0, + 12928.0, + 13022.0, + 12996.0, + 12918.0, + 12936.0, + 12854.0, + 12802.0, + 12856.0, + 12846.0, + 12880.0, + 12946.0, + 12978.0, + 12900.0, + 12892.0, + 12898.0, + 12880.0, + 12874.0, + 12850.0, + 12692.0, + 12738.0, + 12708.0, + 12740.0, + 12736.0, + 12770.0, + 12806.0, + 12806.0, + 12802.0, + 12860.0, + 12826.0, + 12886.0, + 12832.0, + 12756.0, + 12746.0, + 12642.0, + 12572.0, + 12646.0, + 12680.0, + 12650.0, + 12642.0, + 12696.0, + 12760.0, + 12834.0, + 12800.0, + 12798.0, + 12748.0, + 12752.0, + 12754.0, + 12806.0, + 12762.0, + 12664.0, + 12584.0, + 12584.0, + 12658.0, + 12668.0, + 12674.0, + 12624.0, + 12644.0, + 12402.0, + 12250.0, + 12270.0, + 12216.0, + 12214.0, + 12174.0, + 12180.0, + 12030.0, + 12044.0, + 11984.0, + 12116.0, + 12120.0, + 12106.0, + 12030.0, + 12116.0, + 12132.0, + 12154.0, + 12056.0, + 12098.0, + 12144.0, + 12124.0, + 12158.0, + 12088.0, + 11900.0, + 11882.0, + 11770.0, + 11858.0, + 11940.0, + 11872.0, + 11984.0, + 11966.0, + 11980.0, + 12008.0, + 11992.0, + 12142.0, + 12302.0, + 12270.0, + 12348.0, + 12276.0, + 12318.0, + 12422.0, + 12568.0, + 12642.0, + 12554.0, + 12640.0, + 12658.0, + 12676.0, + 12810.0, + 12810.0, + 12788.0, + 12806.0, + 12806.0, + 12806.0, + 12960.0, + 12960.0, + 12960.0, + 13032.0, + 13046.0, + 13028.0, + 13112.0, + 13350.0, + 13350.0, + 13466.0, + 13488.0, + 13502.0, + 13522.0, + 13572.0, + 13534.0, + 13510.0, + 13536.0, + 13588.0, + 13588.0, + 13620.0, + 13610.0, + 13668.0, + 13646.0, + 13642.0, + 13640.0, + 13626.0, + 13604.0, + 13618.0, + 13606.0, + 13614.0, + 13598.0, + 13612.0, + 13606.0, + 13612.0, + 13614.0, + 13532.0, + 13532.0, + 13496.0, + 13472.0, + 13436.0, + 13466.0, + 13466.0, + 13420.0, + 13400.0, + 13356.0, + 13292.0, + 13316.0, + 13312.0, + 13378.0, + 13344.0, + 13336.0, + 13364.0, + 13414.0, + 13410.0, + 13434.0, + 13434.0, + 13456.0, + 13444.0, + 13442.0, + 13538.0, + 13540.0, + 13546.0, + 13616.0, + 13694.0, + 13660.0, + 13674.0, + 13674.0, + 13674.0, + 13726.0, + 13780.0, + 13848.0, + 13846.0, + 13870.0, + 13880.0, + 13784.0, + 13808.0, + 13808.0, + 13780.0, + 13780.0, + 13774.0, + 13814.0, + 13836.0, + 13872.0, + 13972.0, + 13972.0, + 13968.0, + 13924.0, + 13934.0, + 13936.0, + 13952.0, + 13954.0, + 13952.0, + 13958.0, + 13962.0, + 13998.0, + 13974.0, + 13970.0, + 13912.0, + 13880.0, + 13878.0, + 13920.0, + 13914.0, + 13950.0, + 13920.0, + 13896.0, + 13904.0, + 13836.0, + 13808.0, + 13806.0, + 13724.0, + 13682.0, + 13732.0, + 13718.0, + 13714.0, + 13714.0, + 13772.0, + 13772.0, + 13828.0, + 13822.0, + 13732.0, + 13732.0, + 13670.0, + 13672.0, + 13662.0, + 13718.0, + 13712.0, + 13710.0, + 13698.0, + 13696.0, + 13614.0, + 13576.0, + 13572.0, + 13594.0, + 13558.0, + 13618.0, + 13612.0, + 13624.0, + 13628.0, + 13630.0, + 13666.0, + 13694.0, + 13714.0, + 13674.0, + 13688.0, + 13728.0, + 13728.0, + 13736.0, + 13692.0, + 13838.0, + 13900.0, + 13900.0, + 13902.0, + 13954.0, + 13948.0, + 13944.0, + 13950.0, + 13950.0, + 13908.0, + 13910.0, + 13938.0, + 13938.0, + 13940.0, + 13974.0, + 13976.0, + 13980.0, + 13992.0, + 13996.0, + 14078.0, + 14116.0, + 14116.0, + 14118.0, + 14156.0, + 14158.0, + 14206.0, + 14192.0, + 14158.0, + 14156.0, + 14152.0, + 14158.0, + 14104.0, + 14148.0, + 14198.0, + 14160.0, + 14162.0, + 14134.0, + 14222.0, + 14222.0, + 14240.0, + 14238.0, + 14238.0, + 14254.0, + 14260.0, + 14244.0, + 14194.0, + 14162.0, + 14160.0, + 14252.0, + 14300.0, + 14352.0, + 14350.0, + 14344.0, + 14344.0, + 14348.0, + 14310.0, + 14308.0, + 14304.0, + 14254.0, + 14254.0, + 14258.0, + 14218.0, + 14218.0, + 14180.0, + 14180.0, + 14180.0, + 14174.0, + 14180.0, + 14178.0, + 14230.0, + 14240.0, + 14238.0, + 14238.0, + 14276.0, + 14278.0, + 14284.0, + 14280.0, + 14276.0, + 14276.0, + 14280.0, + 14284.0, + 14244.0, + 14242.0, + 14268.0, + 14268.0, + 14274.0, + 14274.0, + 14274.0, + 14268.0, + 14246.0, + 14250.0, + 14250.0, + 14216.0, + 14166.0, + 14204.0, + 14200.0, + 14156.0, + 14156.0, + 14230.0, + 14224.0, + 14228.0, + 14222.0 + ], + [ + -0.5, + 17.0, + 20.064517974853516, + 24.068965911865234, + 20.0, + 12.0, + 12.0, + 0.0, + 16.0, + 14.0, + 34.0, + 34.0, + 32.0, + 36.0, + 26.0, + 34.0, + 44.0, + 46.0, + 66.0, + 88.0, + 90.0, + 98.0, + 76.0, + 86.0, + 78.0, + 66.0, + 72.0, + 78.0, + 54.0, + 50.0, + 38.0, + 44.0, + 46.0, + 52.0, + 70.0, + 72.0, + 76.0, + 88.0, + 88.0, + 78.0, + 88.0, + 92.0, + 86.0, + 86.0, + 74.0, + 66.0, + 58.0, + 66.0, + 70.0, + 88.0, + 104.0, + 126.0, + 132.0, + 144.0, + 160.0, + 180.0, + 188.0, + 204.0, + 196.0, + 198.0, + 188.0, + 198.0, + 202.0, + 214.0, + 208.0, + 208.0, + 224.0, + 242.0, + 266.0, + 296.0, + 300.0, + 302.0, + 280.0, + 264.0, + 276.0, + 276.0, + 290.0, + 310.0, + 318.0, + 316.0, + 324.0, + 334.0, + 320.0, + 340.0, + 348.0, + 360.0, + 350.0, + 384.0, + 394.0, + 390.0, + 392.0, + 384.0, + 328.0, + 302.0, + 300.0, + 306.0, + 316.0, + 356.0, + 368.0, + 372.0, + 394.0, + 400.0, + 394.0, + 420.0, + 428.0, + 422.0, + 426.0, + 438.0, + 428.0, + 420.0, + 432.0, + 432.0, + 442.0, + 452.0, + 466.0, + 470.0, + 452.0, + 434.0, + 430.0, + 438.0, + 436.0, + 436.0, + 466.0, + 468.0, + 448.0, + 442.0, + 474.0, + 456.0, + 456.0, + 490.0, + 522.0, + 490.0, + 516.0, + 530.0, + 514.0, + 536.0, + 530.0, + 522.0, + 524.0, + 538.0, + 504.0, + 524.0, + 522.0, + 520.0, + 546.0, + 562.0, + 566.0, + 560.0, + 564.0, + 530.0, + 536.0, + 530.0, + 540.0, + 562.0, + 570.0, + 540.0, + 540.0, + 530.0, + 526.0, + 542.0, + 552.0, + 566.0, + 570.0, + 544.0, + 540.0, + 536.0, + 544.0, + 538.0, + 532.0, + 540.0, + 552.0, + 536.0, + 554.0, + 562.0, + 558.0, + 566.0, + 568.0, + 578.0, + 566.0, + 568.0, + 538.0, + 552.0, + 568.0, + 576.0, + 566.0, + 574.0, + 578.0, + 550.0, + 546.0, + 550.0, + 556.0, + 556.0, + 574.0, + 572.0, + 564.0, + 524.0, + 510.0, + 494.0, + 498.0, + 514.0, + 546.0, + 558.0, + 578.0, + 574.0, + 546.0, + 556.0, + 582.0, + 564.0, + 592.0, + 600.0, + 560.0, + 554.0, + 566.0, + 522.0, + 520.0, + 530.0, + 542.0, + 554.0, + 566.0, + 566.0, + 568.0, + 552.0, + 538.0, + 540.0, + 530.0, + 526.0, + 520.0, + 522.0, + 540.0, + 550.0, + 568.0, + 590.0, + 630.0, + 592.0, + 616.0, + 636.0, + 622.0, + 592.0, + 650.0, + 656.0, + 630.0, + 636.0, + 674.0, + 666.0, + 698.0, + 734.0, + 774.0, + 782.0, + 812.0, + 832.0, + 830.0, + 862.0, + 884.0, + 850.0, + 884.0, + 872.0, + 812.0, + 792.0, + 818.0, + 778.0, + 770.0, + 820.0, + 856.0, + 862.0, + 904.0, + 978.0, + 986.0, + 990.0, + 1000.0, + 1008.0, + 1032.0, + 1018.0, + 1064.0, + 1102.0, + 1164.0, + 1182.0, + 1210.0, + 1236.0, + 1254.0, + 1236.0, + 1254.0, + 1286.0, + 1268.0, + 1268.0, + 1248.0, + 1254.0, + 1190.0, + 1188.0, + 1196.0, + 1208.0, + 1246.0, + 1262.0, + 1292.0, + 1334.0, + 1346.0, + 1384.0, + 1376.0, + 1384.0, + 1406.0, + 1434.0, + 1400.0, + 1392.0, + 1402.0, + 1380.0, + 1400.0, + 1392.0, + 1396.0, + 1392.0, + 1386.0, + 1404.0, + 1370.0, + 1364.0, + 1362.0, + 1394.0, + 1350.0, + 1360.0, + 1390.0, + 1366.0, + 1364.0, + 1376.0, + 1398.0, + 1368.0, + 1340.0, + 1342.0, + 1358.0, + 1328.0, + 1364.0, + 1382.0, + 1342.0, + 1342.0, + 1310.0, + 1294.0, + 1270.0, + 1264.0, + 1280.0, + 1314.0, + 1376.0, + 1374.0, + 1394.0, + 1422.0, + 1442.0, + 1456.0, + 1448.0, + 1452.0, + 1488.0, + 1502.0, + 1514.0, + 1508.0, + 1520.0, + 1508.0, + 1472.0, + 1456.0, + 1438.0, + 1418.0, + 1422.0, + 1430.0, + 1434.0, + 1438.0, + 1462.0, + 1468.0, + 1476.0, + 1490.0, + 1470.0, + 1440.0, + 1396.0, + 1362.0, + 1374.0, + 1352.0, + 1384.0, + 1366.0, + 1380.0, + 1404.0, + 1402.0, + 1416.0, + 1402.0, + 1426.0, + 1462.0, + 1476.0, + 1482.0, + 1470.0, + 1448.0, + 1468.0, + 1462.0, + 1454.0, + 1448.0, + 1452.0, + 1496.0, + 1482.0, + 1500.0, + 1470.0, + 1442.0, + 1360.0, + 1314.0, + 1294.0, + 1278.0, + 1300.0, + 1308.0, + 1318.0, + 1364.0, + 1388.0, + 1394.0, + 1436.0, + 1430.0, + 1476.0, + 1486.0, + 1478.0, + 1486.0, + 1448.0, + 1422.0, + 1424.0, + 1400.0, + 1390.0, + 1384.0, + 1394.0, + 1410.0, + 1398.0, + 1428.0, + 1436.0, + 1460.0, + 1484.0, + 1512.0, + 1546.0, + 1556.0, + 1594.0, + 1610.0, + 1584.0, + 1558.0, + 1558.0, + 1546.0, + 1538.0, + 1512.0, + 1512.0, + 1508.0, + 1492.0, + 1482.0, + 1464.0, + 1482.0, + 1474.0, + 1482.0, + 1470.0, + 1464.0, + 1466.0, + 1458.0, + 1450.0, + 1466.0, + 1466.0, + 1482.0, + 1506.0, + 1496.0, + 1534.0, + 1532.0, + 1534.0, + 1546.0, + 1554.0, + 1576.0, + 1572.0, + 1564.0, + 1562.0, + 1590.0, + 1592.0, + 1588.0, + 1620.0, + 1606.0, + 1622.0, + 1630.0, + 1618.0, + 1600.0, + 1586.0, + 1608.0, + 1568.0, + 1556.0, + 1526.0, + 1524.0, + 1518.0, + 1498.0, + 1512.0, + 1528.0, + 1558.0, + 1588.0, + 1606.0, + 1638.0, + 1658.0, + 1648.0, + 1638.0, + 1632.0, + 1632.0, + 1628.0, + 1618.0, + 1614.0, + 1628.0, + 1632.0, + 1638.0, + 1642.0, + 1630.0, + 1642.0, + 1616.0, + 1594.0, + 1604.0, + 1576.0, + 1582.0, + 1576.0, + 1554.0, + 1564.0, + 1574.0, + 1584.0, + 1574.0, + 1572.0, + 1594.0, + 1608.0, + 1618.0, + 1612.0, + 1586.0, + 1580.0, + 1572.0, + 1540.0, + 1532.0, + 1540.0, + 1562.0, + 1592.0, + 1598.0, + 1624.0, + 1650.0, + 1656.0, + 1666.0, + 1664.0, + 1670.0, + 1668.0, + 1648.0, + 1656.0, + 1658.0, + 1650.0, + 1632.0, + 1634.0, + 1638.0, + 1650.0, + 1646.0, + 1652.0, + 1644.0, + 1654.0, + 1634.0, + 1632.0, + 1632.0, + 1616.0, + 1606.0, + 1624.0, + 1626.0, + 1608.0, + 1604.0, + 1614.0, + 1622.0, + 1628.0, + 1640.0, + 1646.0, + 1678.0, + 1658.0, + 1654.0, + 1624.0, + 1624.0, + 1622.0, + 1598.0, + 1576.0, + 1588.0, + 1606.0, + 1580.0, + 1562.0, + 1526.0, + 1544.0, + 1560.0, + 1528.0, + 1542.0, + 1558.0, + 1572.0, + 1604.0, + 1622.0, + 1634.0, + 1648.0, + 1654.0, + 1642.0, + 1650.0, + 1646.0, + 1636.0, + 1644.0, + 1628.0, + 1626.0, + 1618.0, + 1618.0, + 1606.0, + 1600.0, + 1600.0, + 1622.0, + 1632.0, + 1628.0, + 1628.0, + 1622.0, + 1622.0, + 1614.0, + 1604.0, + 1616.0, + 1616.0, + 1618.0, + 1618.0, + 1630.0, + 1624.0, + 1622.0, + 1616.0, + 1616.0, + 1628.0, + 1646.0, + 1640.0, + 1668.0, + 1678.0, + 1680.0, + 1682.0, + 1692.0, + 1698.0, + 1684.0, + 1674.0, + 1664.0, + 1644.0, + 1646.0, + 1628.0, + 1634.0, + 1632.0, + 1638.0, + 1648.0, + 1636.0, + 1644.0, + 1612.0, + 1606.0, + 1592.0, + 1596.0, + 1602.0, + 1616.0, + 1646.0, + 1648.0, + 1660.0, + 1668.0, + 1674.0, + 1688.0, + 1682.0, + 1688.0, + 1674.0, + 1682.0, + 1692.0, + 1694.0, + 1702.0, + 1708.0, + 1688.0, + 1688.0, + 1666.0, + 1656.0, + 1650.0, + 1632.0, + 1636.0, + 1638.0, + 1642.0, + 1648.0, + 1630.0, + 1642.0, + 1632.0, + 1632.0, + 1628.0, + 1622.0, + 1636.0, + 1650.0, + 1654.0, + 1662.0, + 1648.0, + 1666.0, + 1666.0, + 1660.0, + 1666.0, + 1670.0, + 1674.0, + 1668.0, + 1674.0, + 1678.0, + 1666.0, + 1644.0, + 1628.0, + 1638.0, + 1632.0, + 1628.0, + 1632.0, + 1630.0, + 1652.0, + 1656.0, + 1662.0, + 1670.0, + 1674.0, + 1668.0, + 1652.0, + 1646.0, + 1642.0, + 1640.0, + 1640.0, + 1652.0, + 1688.0, + 1688.0, + 1698.0, + 1716.0, + 1708.0, + 1694.0, + 1688.0, + 1690.0, + 1690.0, + 1696.0, + 1700.0, + 1718.0, + 1708.0, + 1718.0, + 1704.0, + 1712.0, + 1702.0, + 1700.0, + 1696.0, + 1716.0, + 1706.0, + 1708.0, + 1698.0, + 1694.0, + 1694.0, + 1684.0, + 1682.0, + 1686.0, + 1674.0, + 1684.0, + 1690.0, + 1688.0, + 1680.0, + 1682.0, + 1700.0, + 1692.0, + 1686.0, + 1680.0, + 1688.0, + 1700.0, + 1698.0, + 1694.0, + 1702.0, + 1704.0, + 1696.0, + 1684.0, + 1686.0, + 1686.0, + 1684.0, + 1692.0, + 1680.0, + 1692.0, + 1700.0, + 1702.0, + 1694.0, + 1702.0, + 1700.0, + 1702.0, + 1702.0, + 1686.0, + 1680.0, + 1676.0, + 1662.0, + 1658.0, + 1646.0, + 1644.0, + 1646.0, + 1642.0, + 1652.0, + 1662.0, + 1658.0, + 1662.0, + 1656.0, + 1664.0, + 1670.0, + 1660.0, + 1670.0, + 1660.0, + 1668.0, + 1674.0, + 1682.0, + 1682.0, + 1680.0, + 1690.0, + 1694.0, + 1708.0, + 1716.0, + 1706.0, + 1698.0, + 1710.0, + 1704.0, + 1686.0, + 1680.0, + 1692.0, + 1690.0, + 1698.0, + 1702.0, + 1712.0, + 1692.0, + 1696.0, + 1682.0, + 1672.0, + 1658.0, + 1656.0, + 1650.0, + 1668.0, + 1676.0, + 1690.0, + 1692.0, + 1698.0, + 1710.0, + 1714.0, + 1714.0, + 1704.0, + 1710.0, + 1704.0, + 1680.0, + 1682.0, + 1682.0, + 1678.0, + 1674.0, + 1678.0, + 1696.0, + 1712.0, + 1706.0, + 1704.0, + 1710.0, + 1708.0, + 1690.0, + 1696.0, + 1708.0, + 1684.0, + 1692.0, + 1686.0, + 1680.0, + 1686.0, + 1670.0, + 1684.0, + 1690.0, + 1684.0, + 1696.0, + 1684.0, + 1692.0, + 1680.0, + 1682.0, + 1690.0, + 1686.0, + 1690.0, + 1702.0, + 1706.0, + 1726.0, + 1714.0, + 1712.0, + 1716.0, + 1718.0, + 1720.0, + 1716.0, + 1706.0, + 1706.0, + 1712.0, + 1706.0, + 1696.0, + 1686.0, + 1692.0, + 1680.0, + 1682.0, + 1664.0, + 1668.0, + 1684.0, + 1684.0, + 1704.0, + 1702.0, + 1710.0, + 1724.0, + 1722.0, + 1724.0, + 1718.0, + 1718.0, + 1712.0, + 1690.0, + 1690.0, + 1676.0, + 1684.0, + 1696.0, + 1690.0, + 1708.0, + 1718.0, + 1712.0, + 1724.0, + 1720.0, + 1724.0, + 1720.0, + 1720.0, + 1720.0, + 1732.0, + 1730.0, + 1732.0, + 1734.0, + 1734.0, + 1730.0, + 1736.0, + 1734.0, + 1728.0, + 1726.0, + 1712.0, + 1694.0, + 1692.0, + 1690.0, + 1678.0, + 1692.0, + 1690.0, + 1708.0, + 1708.0, + 1712.0, + 1690.0, + 1688.0, + 1686.0, + 1670.0, + 1678.0, + 1682.0, + 1688.0, + 1706.0, + 1708.0, + 1718.0, + 1720.0, + 1718.0, + 1722.0, + 1722.0, + 1714.0, + 1704.0, + 1684.0, + 1666.0, + 1662.0, + 1646.0, + 1636.0, + 1630.0, + 1642.0, + 1670.0, + 1662.0, + 1656.0, + 1674.0, + 1692.0, + 1692.0, + 1698.0, + 1700.0, + 1702.0, + 1698.0, + 1698.0, + 1682.0, + 1678.0, + 1674.0, + 1676.0, + 1696.0, + 1704.0, + 1716.0, + 1720.0, + 1722.0, + 1722.0, + 1710.0, + 1716.0, + 1710.0, + 1702.0, + 1722.0, + 1724.0, + 1724.0, + 1718.0, + 1710.0, + 1704.0, + 1714.0, + 1704.0, + 1696.0, + 1670.0, + 1686.0, + 1688.0, + 1694.0, + 1676.0, + 1690.0, + 1686.0, + 1706.0, + 1696.0, + 1696.0, + 1690.0, + 1686.0, + 1682.0, + 1686.0, + 1686.0, + 1690.0, + 1702.0, + 1720.0, + 1704.0, + 1710.0, + 1704.0, + 1696.0, + 1676.0, + 1664.0, + 1670.0, + 1686.0, + 1694.0, + 1698.0, + 1710.0, + 1716.0, + 1700.0, + 1704.0 + ], + [ + 2.0, + 17.0, + 12.0, + 7.0, + 14.0, + 2.0, + -2.0, + 6.0, + 16.0, + 22.0, + 32.0, + 38.0, + 44.0, + 42.0, + 34.0, + 28.0, + 22.0, + 16.0, + 16.0, + 20.0, + 14.0, + 16.0, + 24.0, + 24.0, + 24.0, + 32.0, + 52.0, + 48.0, + 58.0, + 60.0, + 40.0, + 54.0, + 48.0, + 46.0, + 52.0, + 52.0, + 58.0, + 62.0, + 66.0, + 68.0, + 62.0, + 76.0, + 76.0, + 88.0, + 98.0, + 80.0, + 78.0, + 66.0, + 62.0, + 66.0, + 44.0, + 52.0, + 54.0, + 58.0, + 52.0, + 64.0, + 42.0, + 40.0, + 42.0, + 38.0, + 32.0, + 24.0, + 36.0, + 26.0, + 36.0, + 46.0, + 40.0, + 26.0, + 34.0, + 48.0, + 54.0, + 56.0, + 72.0, + 70.0, + 74.0, + 66.0, + 72.0, + 74.0, + 70.0, + 78.0, + 70.0, + 66.0, + 82.0, + 68.0, + 66.0, + 74.0, + 66.0, + 56.0, + 72.0, + 74.0, + 66.0, + 52.0, + 42.0, + 34.0, + 34.0, + 34.0, + 40.0, + 60.0, + 60.0, + 58.0, + 54.0, + 52.0, + 38.0, + 26.0, + 16.0, + 4.0, + 6.0, + 0.0, + 12.0, + 20.0, + 36.0, + 38.0, + 42.0, + 36.0, + 32.0, + 20.0, + 8.0, + 6.0, + 8.0, + 6.0, + 6.0, + 24.0, + 34.0, + 52.0, + 46.0, + 44.0, + 34.0, + 28.0, + 16.0, + 24.0, + 28.0, + 30.0, + 32.0, + 36.0, + 36.0, + 36.0, + 38.0, + 42.0, + 48.0, + 54.0, + 50.0, + 52.0, + 60.0, + 54.0, + 70.0, + 64.0, + 74.0, + 68.0, + 62.0, + 56.0, + 56.0, + 54.0, + 48.0, + 62.0, + 58.0, + 60.0, + 56.0, + 62.0, + 58.0, + 54.0, + 64.0, + 62.0, + 56.0, + 60.0, + 56.0, + 48.0, + 40.0, + 40.0, + 36.0, + 16.0, + 10.0, + 6.0, + -14.0, + -8.0, + -8.0, + 0.0, + 10.0, + 28.0, + 46.0, + 62.0, + 92.0, + 118.0, + 144.0, + 198.0, + 240.0, + 300.0, + 334.0, + 398.0, + 442.0, + 474.0, + 514.0, + 518.0, + 542.0, + 536.0, + 524.0, + 524.0, + 528.0, + 544.0, + 552.0, + 584.0, + 608.0, + 622.0, + 638.0, + 648.0, + 646.0, + 664.0, + 678.0, + 692.0, + 708.0, + 724.0, + 738.0, + 750.0, + 752.0, + 790.0, + 792.0, + 840.0, + 890.0, + 922.0, + 970.0, + 948.0, + 980.0, + 956.0, + 952.0, + 946.0, + 940.0, + 952.0, + 1004.0, + 1016.0, + 1076.0, + 1106.0, + 1126.0, + 1200.0, + 1268.0, + 1358.0, + 1456.0, + 1494.0, + 1580.0, + 1670.0, + 1750.0, + 1816.0, + 1860.0, + 1926.0, + 1926.0, + 1976.0, + 1960.0, + 2038.0, + 2024.0, + 2072.0, + 2078.0, + 2172.0, + 2288.0, + 2318.0, + 2402.0, + 2486.0, + 2606.0, + 2724.0, + 2812.0, + 2904.0, + 3056.0, + 3118.0, + 3330.0, + 3478.0, + 3596.0, + 3800.0, + 3896.0, + 3896.0, + 4076.0, + 4162.0, + 4372.0, + 4482.0, + 4552.0, + 4532.0, + 4534.0, + 4674.0, + 4888.0, + 5078.0, + 5074.0, + 5154.0, + 5180.0, + 5140.0, + 5110.0, + 5146.0, + 5170.0, + 5126.0, + 5154.0, + 5148.0, + 5164.0, + 5124.0, + 5060.0, + 5090.0, + 5060.0, + 4968.0, + 4934.0, + 4966.0, + 5120.0, + 5154.0, + 5114.0, + 5258.0, + 5258.0, + 5460.0, + 5532.0, + 5571.0, + 5631.0, + 5753.0, + 5881.0, + 5923.0, + 6157.0, + 6239.0, + 6205.0, + 6417.0, + 6517.0, + 6795.0, + 6847.0, + 6949.0, + 6953.0, + 6931.0, + 6981.0, + 6889.0, + 6923.0, + 6977.0, + 6963.0, + 7031.0, + 6943.0, + 6943.0, + 6978.0, + 6828.0, + 6888.0, + 6852.0, + 6758.0, + 6752.0, + 6779.0, + 6725.0, + 6725.0, + 6787.0, + 6985.0, + 7171.0, + 7091.0, + 7051.0, + 7179.0, + 7243.0, + 7099.0, + 7121.0, + 7235.0, + 7197.0, + 7175.0, + 7277.0, + 7315.0, + 7299.0, + 7513.0, + 7517.0, + 7473.0, + 7557.0, + 7637.0, + 7725.0, + 7792.0, + 7748.0, + 7782.0, + 7818.0, + 7722.0, + 7770.0, + 7906.0, + 7884.0, + 7926.0, + 7906.0, + 8030.0, + 8190.0, + 8190.0, + 8240.0, + 8224.0, + 8248.0, + 8344.0, + 8278.0, + 8374.0, + 8382.0, + 8424.0, + 8468.0, + 8402.0, + 8464.0, + 8452.0, + 8332.0, + 8450.0, + 8444.0, + 8480.0, + 8412.0, + 8334.0, + 8398.0, + 8472.0, + 8522.0, + 8434.0, + 8518.0, + 8424.0, + 8448.0, + 8500.0, + 8540.0, + 8726.0, + 8758.0, + 8806.0, + 8850.0, + 8886.0, + 9044.0, + 9098.0, + 9098.0, + 9144.0, + 9144.0, + 9350.0, + 9384.0, + 9452.0, + 9548.0, + 9606.0, + 9688.0, + 9620.0, + 9620.0, + 9682.0, + 9930.0, + 9992.0, + 10066.0, + 10066.0, + 10066.0, + 10164.0, + 10440.0, + 10488.0, + 10616.0, + 10608.0, + 10690.0, + 10772.0, + 10744.0, + 10724.0, + 10870.0, + 10878.0, + 10846.0, + 10832.0, + 10832.0, + 10980.0, + 11178.0, + 11234.0, + 11230.0, + 11162.0, + 11050.0, + 11102.0, + 11172.0, + 11230.0, + 11332.0, + 11490.0, + 11604.0, + 11524.0, + 11524.0, + 11548.0, + 11566.0, + 11688.0, + 11784.0, + 11794.0, + 11748.0, + 11654.0, + 11780.0, + 11916.0, + 11920.0, + 11900.0, + 11886.0, + 11890.0, + 11914.0, + 12140.0, + 12178.0, + 12184.0, + 12308.0, + 12366.0, + 12426.0, + 12500.0, + 12530.0, + 12490.0, + 12532.0, + 12530.0, + 12584.0, + 12692.0, + 12700.0, + 12676.0, + 12676.0, + 12654.0, + 12792.0, + 12756.0, + 12900.0, + 12902.0, + 12922.0, + 12872.0, + 12910.0, + 12958.0, + 12996.0, + 13024.0, + 13086.0, + 13046.0, + 13122.0, + 13114.0, + 13134.0, + 13182.0, + 13344.0, + 13320.0, + 13240.0, + 13272.0, + 13184.0, + 13178.0, + 13136.0, + 13164.0, + 13188.0, + 13170.0, + 13092.0, + 12946.0, + 12982.0, + 13036.0, + 12884.0, + 12742.0, + 12732.0, + 12726.0, + 12722.0, + 12740.0, + 12762.0, + 12700.0, + 12782.0, + 12858.0, + 12846.0, + 12832.0, + 12738.0, + 12752.0, + 12752.0, + 12740.0, + 12822.0, + 12724.0, + 12708.0, + 12662.0, + 12632.0, + 12450.0, + 12474.0, + 12478.0, + 12466.0, + 12398.0, + 12346.0, + 12178.0, + 12166.0, + 12094.0, + 12094.0, + 12164.0, + 12286.0, + 12222.0, + 12350.0, + 12382.0, + 12430.0, + 12436.0, + 12300.0, + 12184.0, + 12244.0, + 12244.0, + 12108.0, + 12144.0, + 12150.0, + 12146.0, + 12118.0, + 12074.0, + 12100.0, + 12100.0, + 12158.0, + 12212.0, + 12230.0, + 12238.0, + 12334.0, + 12304.0, + 12328.0, + 12318.0, + 12340.0, + 12380.0, + 12362.0, + 12458.0, + 12576.0, + 12650.0, + 12664.0, + 12730.0, + 12760.0, + 12680.0, + 12648.0, + 12648.0, + 12684.0, + 12698.0, + 12628.0, + 12628.0, + 12822.0, + 12824.0, + 12824.0, + 12932.0, + 12964.0, + 12952.0, + 12990.0, + 12992.0, + 12980.0, + 13048.0, + 13116.0, + 13120.0, + 13122.0, + 13138.0, + 13096.0, + 13072.0, + 13146.0, + 13114.0, + 12904.0, + 12988.0, + 12990.0, + 13056.0, + 13024.0, + 12944.0, + 12862.0, + 12876.0, + 12876.0, + 12840.0, + 12882.0, + 12804.0, + 12832.0, + 12870.0, + 12870.0, + 12884.0, + 12866.0, + 12824.0, + 12826.0, + 12798.0, + 12694.0, + 12646.0, + 12668.0, + 12654.0, + 12672.0, + 12664.0, + 12486.0, + 12406.0, + 12380.0, + 12224.0, + 12154.0, + 12140.0, + 12038.0, + 12104.0, + 12120.0, + 12310.0, + 12310.0, + 12328.0, + 12378.0, + 12378.0, + 12464.0, + 12628.0, + 12638.0, + 12638.0, + 12564.0, + 12488.0, + 12326.0, + 12364.0, + 12362.0, + 12362.0, + 12380.0, + 12390.0, + 12484.0, + 12486.0, + 12514.0, + 12482.0, + 12462.0, + 12392.0, + 12488.0, + 12462.0, + 12504.0, + 12462.0, + 12454.0, + 12506.0, + 12508.0, + 12622.0, + 12640.0, + 12656.0, + 12714.0, + 12660.0, + 12562.0, + 12546.0, + 12546.0, + 12548.0, + 12552.0, + 12550.0, + 12536.0, + 12580.0, + 12630.0, + 12690.0, + 12834.0, + 12960.0, + 13052.0, + 12978.0, + 12964.0, + 12934.0, + 12934.0, + 12964.0, + 12936.0, + 12938.0, + 12948.0, + 13098.0, + 13154.0, + 13172.0, + 13174.0, + 13146.0, + 13228.0, + 13326.0, + 13442.0, + 13452.0, + 13448.0, + 13538.0, + 13540.0, + 13558.0, + 13668.0, + 13640.0, + 13636.0, + 13734.0, + 13684.0, + 13682.0, + 13720.0, + 13718.0, + 13732.0, + 13732.0, + 13728.0, + 13728.0, + 13728.0, + 13740.0, + 13764.0, + 13676.0, + 13686.0, + 13592.0, + 13670.0, + 13628.0, + 13538.0, + 13364.0, + 13364.0, + 13212.0, + 13210.0, + 13126.0, + 13118.0, + 13110.0, + 13110.0, + 13080.0, + 13120.0, + 13120.0, + 13130.0, + 13096.0, + 13080.0, + 13050.0, + 13022.0, + 12980.0, + 12988.0, + 13016.0, + 13026.0, + 13072.0, + 13070.0, + 13112.0, + 13112.0, + 13072.0, + 13100.0, + 13100.0, + 13106.0, + 13116.0, + 13076.0, + 13270.0, + 13262.0, + 13308.0, + 13402.0, + 13414.0, + 13382.0, + 13536.0, + 13528.0, + 13580.0, + 13656.0, + 13704.0, + 13790.0, + 13800.0, + 13826.0, + 13842.0, + 13856.0, + 13810.0, + 13820.0, + 13822.0, + 13760.0, + 13760.0, + 13790.0, + 13786.0, + 13854.0, + 13928.0, + 13930.0, + 13930.0, + 13896.0, + 13896.0, + 13896.0, + 13828.0, + 13876.0, + 13876.0, + 13876.0, + 13922.0, + 13922.0, + 13922.0, + 13888.0, + 13898.0, + 13892.0, + 13890.0, + 13890.0, + 13874.0, + 13936.0, + 13984.0, + 13984.0, + 13984.0, + 13964.0, + 13938.0, + 13896.0, + 13926.0, + 13926.0, + 13894.0, + 13916.0, + 13880.0, + 13938.0, + 13966.0, + 13966.0, + 14040.0, + 14040.0, + 14042.0, + 13994.0, + 14030.0, + 14002.0, + 14002.0, + 14010.0, + 14010.0, + 14040.0, + 14042.0, + 14032.0, + 14012.0, + 13924.0, + 13924.0, + 13924.0, + 13942.0, + 13936.0, + 13892.0, + 13862.0, + 13916.0, + 13916.0, + 13868.0, + 13864.0, + 13864.0, + 13884.0, + 13942.0, + 13836.0, + 13836.0, + 13910.0, + 13880.0, + 13880.0, + 13934.0, + 13998.0, + 13960.0, + 13944.0, + 13948.0, + 13948.0, + 13952.0, + 13936.0, + 13968.0, + 13970.0, + 13958.0, + 13922.0, + 13900.0, + 13916.0, + 13942.0, + 13870.0, + 13868.0, + 13876.0, + 13894.0, + 13936.0, + 13916.0, + 13880.0, + 13878.0, + 13878.0, + 13878.0, + 13820.0, + 13788.0, + 13838.0, + 13839.0, + 13839.0, + 13841.0, + 13789.0, + 13879.0, + 13909.0, + 13901.0, + 13901.0, + 13849.0, + 13851.0, + 13867.0, + 13867.0, + 13901.0, + 13877.0, + 13855.0, + 13839.0, + 13841.0, + 13841.0, + 13803.0, + 13789.0, + 13845.0, + 13699.0, + 13689.0, + 13689.0, + 13627.0, + 13589.0, + 13591.0, + 13593.0, + 13585.0, + 13585.0, + 13639.0, + 13675.0, + 13663.0, + 13663.0, + 13721.0, + 13659.0, + 13580.0, + 13548.0, + 13530.0, + 13530.0, + 13518.0, + 13518.0, + 13516.0, + 13536.0, + 13532.0, + 13532.0, + 13532.0, + 13492.0, + 13492.0, + 13490.0, + 13540.0, + 13540.0, + 13566.0, + 13558.0, + 13572.0, + 13604.0, + 13598.0, + 13632.0, + 13674.0, + 13656.0, + 13610.0, + 13710.0, + 13720.0, + 13668.0, + 13670.0, + 13578.0, + 13602.0, + 13580.0, + 13538.0, + 13586.0, + 13582.0, + 13562.0, + 13588.0, + 13626.0, + 13676.0, + 13692.0, + 13692.0, + 13778.0, + 13734.0, + 13736.0, + 13734.0, + 13760.0, + 13760.0, + 13752.0, + 13792.0, + 13796.0, + 13802.0, + 13756.0, + 13756.0, + 13736.0, + 13694.0, + 13656.0, + 13662.0, + 13696.0, + 13722.0, + 13818.0, + 13864.0, + 13872.0, + 13872.0, + 13850.0, + 13932.0, + 13934.0, + 13970.0, + 14036.0, + 13986.0, + 14010.0, + 14034.0, + 14032.0, + 14048.0, + 14036.0, + 14082.0, + 14082.0, + 14062.0, + 13998.0, + 14008.0, + 13994.0, + 13976.0, + 13976.0, + 13976.0, + 13998.0, + 13998.0, + 13994.0, + 13986.0, + 13986.0, + 13984.0, + 14038.0, + 14038.0, + 14044.0 + ] + ], + "sample_efficiencies": [ + [ + 0.00010000000474974513, + 0.00013201756519265473, + -8.030300523387268e-05, + -2.3601396605954506e-05, + -1.3342245438252576e-05, + -1.018341299641179e-05, + -5.9279132074152585e-06, + -1.1723230954885366e-06, + 2.2556121166417142e-06, + 3.716817218446522e-06, + 5.293217782309512e-06, + 5.982728453091113e-06, + 6.274964562180685e-06, + 6.422691058105556e-06, + 6.4503110479563475e-06, + 6.436253897845745e-06, + 6.4056516748678405e-06, + 6.3210645748768e-06, + 6.225326615094673e-06, + 6.123639650468249e-06, + 6.029001724527916e-06, + 5.875000169908162e-06, + 5.673211489920504e-06, + 5.504478394868784e-06, + 5.327480721462052e-06, + 5.19425611855695e-06, + 5.098669589642668e-06, + 5.039816187490942e-06, + 4.9638892960501835e-06, + 4.8951137614494655e-06, + 4.8062320274766535e-06, + 4.711217115982436e-06, + 4.607243226928404e-06, + 4.505850483838003e-06, + 4.391268248582492e-06, + 4.275605988368625e-06, + 4.154213002038887e-06, + 4.033639015688095e-06, + 3.936134362447774e-06, + 3.8491730265377555e-06, + 3.7936838452878874e-06, + 3.7469433209480485e-06, + 3.7058437101222808e-06, + 3.663397592390538e-06, + 3.626191755756736e-06, + 3.577178631530842e-06, + 3.5298555758345174e-06, + 3.4860520372603787e-06, + 3.4435734050930478e-06, + 3.4060049074469134e-06, + 3.367563294887077e-06, + 3.3353642265865346e-06, + 3.3072194582928205e-06, + 3.2693506000214256e-06, + 3.2228335840045474e-06, + 3.1735789889353327e-06, + 3.1250854135578265e-06, + 3.06769902636006e-06, + 3.0201979370758636e-06, + 2.9799491585436044e-06, + 2.9351999728532974e-06, + 2.8879117053293157e-06, + 2.846265260814107e-06, + 2.8002061753795715e-06, + 2.751619149421458e-06, + 2.704851794987917e-06, + 2.659801111803972e-06, + 2.624635044412571e-06, + 2.5908768748195143e-06, + 2.559966560511384e-06, + 2.533874294385896e-06, + 2.5055937840079423e-06, + 2.479626118656597e-06, + 2.454405375829083e-06, + 2.4292280613735784e-06, + 2.405418399575865e-06, + 2.384774234087672e-06, + 2.367687557125464e-06, + 2.3478175990021555e-06, + 2.330164761588094e-06, + 2.3151851564762183e-06, + 2.2998237909632735e-06, + 2.286986045874073e-06, + 2.274279722769279e-06, + 2.265673856527428e-06, + 2.255961817354546e-06, + 2.246302756248042e-06, + 2.235578676845762e-06, + 2.2227234239835525e-06, + 2.2094734504207736e-06, + 2.1969308363622986e-06, + 2.184002141802921e-06, + 2.1686141735699493e-06, + 2.1550358724198304e-06, + 2.143179472113843e-06, + 2.128943378920667e-06, + 2.1149335225345567e-06, + 2.1006583210692042e-06, + 2.0870959360763663e-06, + 2.0742138531204546e-06, + 2.0629136088246014e-06, + 2.0517463781288825e-06, + 2.037081230810145e-06, + 2.021353566306061e-06, + 2.005947408179054e-06, + 1.9891533611371415e-06, + 1.969853428818169e-06, + 1.9518934095685836e-06, + 1.9351796254341025e-06, + 1.9192470972484443e-06, + 1.9033028593185009e-06, + 1.8884570636146236e-06, + 1.8753606809696066e-06, + 1.8642679151525954e-06, + 1.853684011621226e-06, + 1.8435886204315466e-06, + 1.8339627558816574e-06, + 1.8244526245325687e-06, + 1.8117434592568316e-06, + 1.800242444005562e-06, + 1.7879712004287285e-06, + 1.776861381586059e-06, + 1.7656192312642816e-06, + 1.7554725673107896e-06, + 1.7475749700679444e-06, + 1.7403515357727883e-06, + 1.7334861013296177e-06, + 1.7255001694138627e-06, + 1.7173066453324282e-06, + 1.7094893109970144e-06, + 1.70061616699968e-06, + 1.6921342194109457e-06, + 1.6840298258102848e-06, + 1.6779376892372966e-06, + 1.672435359978408e-06, + 1.6680543239999679e-06, + 1.6639608020341257e-06, + 1.658797486925323e-06, + 1.652856326472829e-06, + 1.6458931213492178e-06, + 1.639258471186622e-06, + 1.6316383835146553e-06, + 1.624875721972785e-06, + 1.6179196791199502e-06, + 1.6107782130347914e-06, + 1.6042110928538023e-06, + 1.5962148154358147e-06, + 1.5888060715951724e-06, + 1.58196417032741e-06, + 1.5773566701682284e-06, + 1.5732535985080176e-06, + 1.5708457112850738e-06, + 1.5684391883041826e-06, + 1.5669946833440918e-06, + 1.5662708392483182e-06, + 1.565544835102628e-06, + 1.5643320239178138e-06, + 1.5636028365406673e-06, + 1.5636028365406673e-06, + 1.5626239928678842e-06, + 1.5613982213835698e-06, + 1.5601706309098518e-06, + 1.5591870123898843e-06, + 1.5574636336168624e-06, + 1.5550029957012157e-06, + 1.5537726767433924e-06, + 1.5525409935435164e-06, + 1.5520474789809668e-06, + 1.5505640931223752e-06, + 1.549574221826333e-06, + 1.5483351489820052e-06, + 1.5451174704139703e-06, + 1.5414183280881844e-06, + 1.5362691101472592e-06, + 1.529223823126813e-06, + 1.52201869241253e-06, + 1.514661335022538e-06, + 1.5057659084050101e-06, + 1.4945004522814997e-06, + 1.4810211723670363e-06, + 1.4631541489507072e-06, + 1.4401626913240761e-06, + 1.4126211453913129e-06, + 1.381232095809537e-06, + 1.3447961464407854e-06, + 1.3056981060799444e-06, + 1.2670906244238722e-06, + 1.2301867400310584e-06, + 1.194119931824389e-06, + 1.1607428405113751e-06, + 1.1301382301098784e-06, + 1.102046667256218e-06, + 1.0767726053018123e-06, + 1.0529892051636125e-06, + 1.0312282938684803e-06, + 1.01099067251198e-06, + 9.926797019943479e-07, + 9.757234238350065e-07, + 9.600212251825724e-07, + 9.456706493438105e-07, + 9.322914138465421e-07, + 9.195107963932969e-07, + 9.074269655684475e-07, + 8.956366741585953e-07, + 8.843560976856679e-07, + 8.734464813642262e-07, + 8.628251180198276e-07, + 8.52783273330715e-07, + 8.432867275587341e-07, + 8.343184276782267e-07, + 8.256690762209473e-07, + 8.17504826500226e-07, + 8.096333772300568e-07, + 8.020615496207029e-07, + 7.947704148136836e-07, + 7.877198413552833e-07, + 7.807868200870871e-07, + 7.740768523945007e-07, + 7.674551056879864e-07, + 7.610222496623464e-07, + 7.547120048911893e-07, + 7.486689810320968e-07, + 7.428220101246552e-07, + 7.372982508968562e-07, + 7.318398047573282e-07, + 7.265451245075383e-07, + 7.214372317321249e-07, + 7.161531243582431e-07, + 7.108645263542712e-07, + 7.056509048197768e-07, + 7.006792657193728e-07, + 6.957845357646875e-07, + 6.908605314492888e-07, + 6.860690859866736e-07, + 6.814534572185948e-07, + 6.76930994814029e-07, + 6.723932415297895e-07, + 6.680286332994001e-07, + 6.637051797042659e-07, + 6.596069965780771e-07, + 6.556563221238321e-07, + 6.517936981254024e-07, + 6.480055958490993e-07, + 6.441431423809263e-07, + 6.4050090031742e-07, + 6.367583864630433e-07, + 6.330625978989701e-07, + 6.29351291081548e-07, + 6.257064342207741e-07, + 6.2207556084104e-07, + 6.184935728015262e-07, + 6.147285489532806e-07, + 6.109469268267276e-07, + 6.072331757422944e-07, + 6.03588944159128e-07, + 5.998907681714627e-07, + 5.961056217529404e-07, + 5.923062644797028e-07, + 5.885377731829067e-07, + 5.845863597642165e-07, + 5.807909246868803e-07, + 5.768234814240714e-07, + 5.729310146307398e-07, + 5.690670832336764e-07, + 5.654014785250183e-07, + 5.618991849587474e-07, + 5.582649009738816e-07, + 5.546638135456305e-07, + 5.510642040462699e-07, + 5.472135740092199e-07, + 5.433887508843327e-07, + 5.394953177528805e-07, + 5.356880024010024e-07, + 5.318094622452918e-07, + 5.279059678287013e-07, + 5.238860580902838e-07, + 5.195599328544631e-07, + 5.152105586603284e-07, + 5.1105746479152e-07, + 5.067149118076486e-07, + 5.024746769777266e-07, + 4.98459314712818e-07, + 4.946152785123559e-07, + 4.908644086754066e-07, + 4.870067300544179e-07, + 4.831509841096704e-07, + 4.794178494194057e-07, + 4.75776175790088e-07, + 4.722018616121204e-07, + 4.6870724190739566e-07, + 4.6547506826755125e-07, + 4.623201448339387e-07, + 4.5925855829409556e-07, + 4.563291327031038e-07, + 4.5350950017564173e-07, + 4.5076700416757376e-07, + 4.4803476839661016e-07, + 4.4535420329339104e-07, + 4.426659359069163e-07, + 4.398997646148928e-07, + 4.3714609887501865e-07, + 4.344893511643022e-07, + 4.3193020360376977e-07, + 4.294076632049837e-07, + 4.2698519564510207e-07, + 4.2470210814826714e-07, + 4.2248439058312215e-07, + 4.2030677604998345e-07, + 4.181965209681948e-07, + 4.161047115758265e-07, + 4.1402387296329834e-07, + 4.1199646716449934e-07, + 4.1006535411725054e-07, + 4.0813108626025496e-07, + 4.062559355588746e-07, + 4.044276238346356e-07, + 4.0268716361424595e-07, + 4.009840779417573e-07, + 3.99349033841645e-07, + 3.9776122662260605e-07, + 3.962212815622479e-07, + 3.947065181364451e-07, + 3.9320210021287494e-07, + 3.917065782843565e-07, + 3.901972149833455e-07, + 3.8867301555001177e-07, + 3.8717013239875087e-07, + 3.856837338389596e-07, + 3.8421896420004487e-07, + 3.8277673297670844e-07, + 3.813209445979737e-07, + 3.7990110968166846e-07, + 3.7849309819648624e-07, + 3.7710540823354677e-07, + 3.757510853574786e-07, + 3.744138439287781e-07, + 3.730768867171719e-07, + 3.7173478517615877e-07, + 3.7040746292404947e-07, + 3.6907627531945764e-07, + 3.677759252695978e-07, + 3.6649305457103765e-07, + 3.652301643342071e-07, + 3.639538306288159e-07, + 3.626890361374535e-07, + 3.6141540249445825e-07, + 3.6016334092892066e-07, + 3.5893941685571917e-07, + 3.57704948328319e-07, + 3.564529720279097e-07, + 3.552349028268509e-07, + 3.540204431828897e-07, + 3.5281203736303723e-07, + 3.516307742756908e-07, + 3.50459657738611e-07, + 3.492883706712746e-07, + 3.481393093807128e-07, + 3.47012303336669e-07, + 3.459030608610192e-07, + 3.4481558941479307e-07, + 3.4374792790003994e-07, + 3.426901571401686e-07, + 3.416585911963921e-07, + 3.4064655096699425e-07, + 3.396550596335146e-07, + 3.386764149126975e-07, + 3.3771249263736536e-07, + 3.367613885529863e-07, + 3.358329081493139e-07, + 3.349357768911432e-07, + 3.3406246302547515e-07, + 3.3321626347060374e-07, + 3.323843316138664e-07, + 3.3158346468553646e-07, + 3.308017255676532e-07, + 3.3001094834617106e-07, + 3.292469727966818e-07, + 3.2848879527591635e-07, + 3.2772581448625715e-07, + 3.2696729590497853e-07, + 3.262213112975587e-07, + 3.2549053230468417e-07, + 3.247527047278709e-07, + 3.2402388683294703e-07, + 3.2329140253750666e-07, + 3.225683542495972e-07, + 3.218449080577557e-07, + 3.2112731673805683e-07, + 3.2040492214946426e-07, + 3.1969622682481713e-07, + 3.1899085684017336e-07, + 3.18293899681521e-07, + 3.176148481998098e-07, + 3.169431295191316e-07, + 3.1628260899196903e-07, + 3.156105492507777e-07, + 3.1494016639044276e-07, + 3.142828575164458e-07, + 3.1362452546090935e-07, + 3.129683534552896e-07, + 3.1231618891069957e-07, + 3.116722382401349e-07, + 3.110403099526593e-07, + 3.1042833370520384e-07, + 3.098316199157125e-07, + 3.0924115890229587e-07, + 3.086513231664867e-07, + 3.0806938866589917e-07, + 3.0748958579351893e-07, + 3.069267222599592e-07, + 3.0636158498964505e-07, + 3.0580358156839793e-07, + 3.052501540423691e-07, + 3.0470070555566053e-07, + 3.041587604002416e-07, + 3.036108751075517e-07, + 3.0306779308375553e-07, + 3.0252851956902305e-07, + 3.019860344011249e-07, + 3.0144087759254035e-07, + 3.0089609026617836e-07, + 3.0035576514819695e-07, + 2.99824449712105e-07, + 2.9929776701465016e-07, + 2.9876670737394306e-07, + 2.982390299166582e-07, + 2.977148199079238e-07, + 2.971978858568036e-07, + 2.9667739909200463e-07, + 2.9615281960104767e-07, + 2.9563511816377286e-07, + 2.951112776372611e-07, + 2.9457430628099246e-07, + 2.9404043289105175e-07, + 2.935042004992283e-07, + 2.9296521120159014e-07, + 2.924308262208797e-07, + 2.9189794759076904e-07, + 2.913648131652735e-07, + 2.9082434593874495e-07, + 2.902839071339258e-07, + 2.8975671284570126e-07, + 2.892296322443144e-07, + 2.887052801270329e-07, + 2.881813543353928e-07, + 2.8766481818820466e-07, + 2.871501578738389e-07, + 2.8664024398494803e-07, + 2.8613416702683026e-07, + 2.8563300702444394e-07, + 2.851413682947168e-07, + 2.846507527465292e-07, + 2.8416434361133724e-07, + 2.8369245796966425e-07, + 2.8322833145466575e-07, + 2.8276758712308947e-07, + 2.8230792281647155e-07, + 2.8185522182866407e-07, + 2.814068125189806e-07, + 2.8095874426981027e-07, + 2.8052218681295926e-07, + 2.800863967422629e-07, + 2.796576268337958e-07, + 2.7923655920858437e-07, + 2.7881586106559553e-07, + 2.784013588552625e-07, + 2.779942462893814e-07, + 2.7759193699239404e-07, + 2.7719383410840237e-07, + 2.7679436698235804e-07, + 2.7639688937597384e-07, + 2.760032771220722e-07, + 2.7560977855500823e-07, + 2.7521588208401226e-07, + 2.748225540472049e-07, + 2.744313292168954e-07, + 2.740426623404346e-07, + 2.736484248089255e-07, + 2.7325418727741635e-07, + 2.7286307613394456e-07, + 2.7247455136603094e-07, + 2.720805127864878e-07, + 2.716886342568614e-07, + 2.7129604518449923e-07, + 2.70904507715386e-07, + 2.7051052597926173e-07, + 2.7011682846023177e-07, + 2.6972185196427745e-07, + 2.693300302780699e-07, + 2.6893971494246216e-07, + 2.685512470179674e-07, + 2.6816204012902745e-07, + 2.677751638202608e-07, + 2.673910728390183e-07, + 2.6701147248786583e-07, + 2.666308773768833e-07, + 2.662568761024886e-07, + 2.658815674294601e-07, + 2.6550523557489214e-07, + 2.6513095008340315e-07, + 2.6475433401174087e-07, + 2.643757568421279e-07, + 2.6399806074550725e-07, + 2.63619796214698e-07, + 2.6324497071072983e-07, + 2.628744084631762e-07, + 2.625038177939132e-07, + 2.6213427872789907e-07, + 2.6176482492701325e-07, + 2.6139466058339167e-07, + 2.6102247829840053e-07, + 2.6065242764161667e-07, + 2.602771189685882e-07, + 2.5989925234171096e-07, + 2.595216983536375e-07, + 2.5914371803992253e-07, + 2.5877113785099937e-07, + 2.5840103035079665e-07, + 2.5803919356803817e-07, + 2.5767513989194413e-07, + 2.573132462657668e-07, + 2.569501020843745e-07, + 2.565859062997333e-07, + 2.5622844646022713e-07, + 2.558678602326836e-07, + 2.555047728947102e-07, + 2.5514364665468747e-07, + 2.547866699842416e-07, + 2.5443065965191636e-07, + 2.54072460847965e-07, + 2.53716137876836e-07, + 2.5335972964057873e-07, + 2.530032361391932e-07, + 2.526476805542188e-07, + 2.522910165225767e-07, + 2.5193688202307385e-07, + 2.515837707051105e-07, + 2.5123267732851673e-07, + 2.508799639144854e-07, + 2.505271652353258e-07, + 2.5017439497787564e-07, + 2.4982094259939913e-07, + 2.494694513188733e-07, + 2.4911938112381904e-07, + 2.4877090254449286e-07, + 2.48425351401238e-07, + 2.48081704512515e-07, + 2.4773888185336546e-07, + 2.4739719606259314e-07, + 2.4705488499421335e-07, + 2.4671555820532376e-07, + 2.4637415663164575e-07, + 2.4602960024822096e-07, + 2.456844185871887e-07, + 2.4533940745641303e-07, + 2.449961300499126e-07, + 2.446545295242686e-07, + 2.4431309952888114e-07, + 2.439709021473391e-07, + 2.4363043849007227e-07, + 2.432936696550314e-07, + 2.4295979983435245e-07, + 2.4262880060632597e-07, + 2.4229794348684663e-07, + 2.419656084384769e-07, + 2.416333586552355e-07, + 2.413028994396882e-07, + 2.409756518773065e-07, + 2.406495696050115e-07, + 2.4032766532400274e-07, + 2.4000638632060145e-07, + 2.396861873421585e-07, + 2.3936971160765097e-07, + 2.390538611507509e-07, + 2.387402560088958e-07, + 2.3842787300054624e-07, + 2.3811746530100208e-07, + 2.3780820868068986e-07, + 2.375005010435416e-07, + 2.3719307762348762e-07, + 2.368866205415543e-07, + 2.3658255088321312e-07, + 2.362788222853851e-07, + 2.3597674214670405e-07, + 2.3567658047340956e-07, + 2.3537828042208275e-07, + 2.3508393098836677e-07, + 2.3479152844174678e-07, + 2.3450043329376058e-07, + 2.3420909656124422e-07, + 2.3392269099531404e-07, + 2.3363834600331757e-07, + 2.3335525156653603e-07, + 2.3307258345539594e-07, + 2.3279277172605362e-07, + 2.3251328684636974e-07, + 2.3223455514198577e-07, + 2.3195524079255847e-07, + 2.3167845597527048e-07, + 2.314037317319162e-07, + 2.3113177860523137e-07, + 2.308620281610274e-07, + 2.305931587898158e-07, + 2.3032526996757952e-07, + 2.300591148696185e-07, + 2.2979664038302872e-07, + 2.2953511802370485e-07, + 2.2927254406113207e-07, + 2.2901262752839102e-07, + 2.2875266836308583e-07, + 2.2849545189274068e-07, + 2.2823842016350682e-07, + 2.2798333532136894e-07, + 2.277297710406856e-07, + 2.2747754258034547e-07, + 2.2722653625351086e-07, + 2.2697692259043833e-07, + 2.2672848842830717e-07, + 2.2648016795301373e-07, + 2.2623272855071264e-07, + 2.2598466387080407e-07, + 2.2573512126200512e-07, + 2.254863460393608e-07, + 2.252374144973146e-07, + 2.249896056127909e-07, + 2.247435588742519e-07, + 2.2449654579759226e-07, + 2.2424815426802525e-07, + 2.2400067223316e-07, + 2.2375306230060232e-07, + 2.235071008271916e-07, + 2.2326203463762795e-07, + 2.2301833269011695e-07, + 2.2277610867149633e-07, + 2.2253510678638122e-07, + 2.2229174589938339e-07, + 2.2204835659067612e-07, + 2.2180648784342338e-07, + 2.21565500169163e-07, + 2.2132485355541576e-07, + 2.2108693542577385e-07, + 2.2084812201228488e-07, + 2.2061064441913913e-07, + 2.203754263518931e-07, + 2.2014071987541683e-07, + 2.199083013465497e-07, + 2.1967763075281255e-07, + 2.1944676120710938e-07, + 2.1921687221038155e-07, + 2.189871537439103e-07, + 2.1875705158436176e-07, + 2.1852717679848865e-07, + 2.1829943364082283e-07, + 2.180726283995682e-07, + 2.1784646264677576e-07, + 2.1762137691894168e-07, + 2.173971438423905e-07, + 2.1717406184507126e-07, + 2.1695443308544782e-07, + 2.1673471906069608e-07, + 2.1651622716944985e-07, + 2.1629787738675077e-07, + 2.160802807793516e-07, + 2.1586281206964486e-07, + 2.156454144142117e-07, + 2.1542871309065958e-07, + 2.1521276494240738e-07, + 2.1499653257706086e-07, + 2.1478155076692929e-07, + 2.1456622789628454e-07, + 2.143524966413679e-07, + 2.1414069806269254e-07, + 2.1392972371359065e-07, + 2.1372109415551677e-07, + 2.1351424095428229e-07, + 2.1330679089714977e-07, + 2.130993976834361e-07, + 2.1289312712724495e-07, + 2.1268759553549899e-07, + 2.1248179393751343e-07, + 2.1227558022474113e-07, + 2.1206878386692551e-07, + 2.1186316701005126e-07, + 2.1165818964163918e-07, + 2.1145461914784391e-07, + 2.1125158866652782e-07, + 2.1104914083025506e-07, + 2.1084643719859741e-07, + 2.1064504096557357e-07, + 2.104457621499023e-07, + 2.1024830232363456e-07, + 2.1005141093155544e-07, + 2.0985390847272356e-07, + 2.096568039178237e-07, + 2.0946018253198417e-07, + 2.0926488275563315e-07, + 2.090698245638123e-07, + 2.08879029628406e-07, + 2.08691062653088e-07, + 2.0850328041888133e-07, + 2.0831680558330845e-07, + 2.0813084233850532e-07, + 2.0794595911866054e-07, + 2.0776145959189307e-07, + 2.075796743383762e-07, + 2.0739814488024422e-07, + 2.0721795124245546e-07, + 2.0703622283235745e-07, + 2.0685489232619148e-07, + 2.066742155193424e-07, + 2.064951161173667e-07, + 2.0631517827496282e-07, + 2.0613543938452494e-07, + 2.059558141809248e-07, + 2.0577809323185647e-07, + 2.0560017333082214e-07, + 2.0542201184525766e-07, + 2.0524457511328364e-07, + 2.0506708153789077e-07, + 2.0489103746967885e-07, + 2.047181482112137e-07, + 2.0454589844121074e-07, + 2.0437566661257733e-07, + 2.0420455371095159e-07, + 2.040326450014618e-07, + 2.0386211474487936e-07, + 2.0369037656564615e-07, + 2.0351929208572983e-07, + 2.0334840655777953e-07, + 2.0317752102982922e-07, + 2.030072607794864e-07, + 2.028352668048683e-07, + 2.0266142541913723e-07, + 2.024884508955438e-07, + 2.0231482267263345e-07, + 2.0214260132433992e-07, + 2.019702094457898e-07, + 2.017967943857002e-07, + 2.0162178770988248e-07, + 2.0144618417816673e-07, + 2.0127222910559794e-07, + 2.0109753506858397e-07, + 2.0092302577268129e-07, + 2.0074871542874462e-07, + 2.0057301242104586e-07, + 2.0039774994984327e-07, + 2.002232548647953e-07, + 2.0004894452085864e-07, + 1.9987508892427286e-07, + 1.9970167386418325e-07, + 1.995266245558014e-07, + 1.9935202999477042e-07, + 1.9917789018109033e-07, + 1.9900322456578579e-07, + 1.9882882895672083e-07, + 1.986551296795369e-07, + 1.984807767030361e-07, + 1.9830370945328468e-07, + 1.9812712537259358e-07, + 1.9794950389950827e-07, + 1.9777208137838898e-07, + 1.975949572852187e-07, + 1.9741803214401443e-07, + 1.9724096489426302e-07, + 1.9706487819348695e-07, + 1.9688957308972022e-07, + 1.9671441009450064e-07, + 1.9653904814731504e-07, + 1.9636415515833505e-07, + 1.9618934743448335e-07, + 1.9601512235567498e-07, + 1.9584065569233644e-07, + 1.956669279934431e-07, + 1.9549372609617421e-07, + 1.9532100736796565e-07, + 1.9514894233907398e-07, + 1.949776020637728e-07, + 1.948065317947112e-07, + 1.9463608680325706e-07, + 1.944659828723161e-07, + 1.942965184298373e-07, + 1.9412733820445283e-07, + 1.9395869799154752e-07, + 1.937904130500101e-07, + 1.936225260124047e-07, + 1.9345608848198026e-07, + 1.9329009148805198e-07, + 1.9312494714540662e-07, + 1.9296051334549702e-07, + 1.9279694640772504e-07, + 1.9263342210251722e-07, + 1.9247030991209613e-07, + 1.9230814984894096e-07, + 1.9214664348510269e-07, + 1.919860608268209e-07, + 1.9182664345862577e-07, + 1.9166732556641364e-07, + 1.9150843399984296e-07, + 1.9134914452934026e-07, + 1.9119065086670162e-07, + 1.9103262616226857e-07, + 1.9087464409039967e-07, + 1.9071647727741947e-07, + 1.9055872257922601e-07, + 1.9040108156787028e-07, + 1.9024382424959185e-07, + 1.9008669482900586e-07, + 1.899300627883349e-07, + 1.897738428624507e-07, + 1.8961688397212129e-07, + 1.8946029456401448e-07, + 1.893040177947114e-07, + 1.8914730048891215e-07, + 1.8899008580319787e-07, + 1.8883365271449293e-07, + 1.886774327886087e-07, + 1.885215965558018e-07, + 1.883661440160722e-07, + 1.882104925243766e-07, + 1.8805459944815084e-07, + 1.8789830846799305e-07, + 1.877424438134767e-07, + 1.875866928457981e-07, + 1.8743121188435907e-07, + 1.872771946409557e-07, + 1.8712327687353536e-07, + 1.869697285883376e-07, + 1.868168766350209e-07, + 1.8666439416392677e-07, + 1.865123380184741e-07, + 1.8636021081874787e-07, + 1.8620819730585936e-07, + 1.8605616958211613e-07, + 1.859034028939277e-07, + 1.857510198988166e-07, + 1.8559906322934694e-07, + 1.8544793078945077e-07, + 1.8529705414493947e-07, + 1.8514653277179605e-07, + 1.8499619613976392e-07, + 1.8484621477909968e-07, + 1.8469658868980332e-07, + 1.8454726102845598e-07, + 1.8439824600591237e-07, + 1.8424920256165933e-07, + 1.8410078439501376e-07, + 1.839527499214455e-07, + 1.8380568178599788e-07, + 1.8365929577157658e-07, + 1.8351326502852316e-07, + 1.8336713480948674e-07, + 1.8322140249438235e-07, + 1.8307564175756852e-07, + 1.829305347200716e-07, + 1.827860245384727e-07, + 1.8264175594140397e-07, + 1.8249852473672945e-07, + 1.8235589038795297e-07, + 1.8221361131054437e-07, + 1.820724975232224e-07, + 1.8193212270034564e-07, + 1.8179154892550287e-07, + 1.8165142989801097e-07, + 1.8151166614188696e-07, + 1.8137221502456669e-07, + 1.812324654792974e-07, + 1.8109304278368654e-07, + 1.8095336429269082e-07, + 1.808140552839177e-07, + 1.8067595419779536e-07, + 1.8053815153962205e-07, + 1.804012583761505e-07, + 1.8026464942977327e-07, + 1.8012845259818278e-07, + 1.7999197154949798e-07, + 1.7985584577218106e-07, + 1.7972004684452259e-07, + 1.7958464582079614e-07, + 1.7944955743587343e-07, + 1.793155774976185e-07, + 1.7918225125868048e-07, + 1.7904922344769147e-07, + 1.7891625248012133e-07, + 1.7878393521186808e-07, + 1.786512910939564e-07, + 1.7851900224741257e-07, + 1.783868555094159e-07, + 1.7825496456680412e-07, + 1.7812330099786777e-07, + 1.7799158058551257e-07, + 1.7785987438401207e-07, + 1.7772823923678516e-07, + 1.7759725778887514e-07, + 1.7746641844951228e-07, + 1.773354796341664e-07, + 1.7720481082506012e-07, + 1.7707434096791985e-07, + 1.769445390209512e-07, + 1.7681362862731476e-07, + 1.766824198057293e-07, + 1.7655148099038342e-07, + 1.7642081218127714e-07, + 1.7628991599849542e-07, + 1.7615936087622686e-07, + 1.7602911839276203e-07, + 1.7589908907211793e-07, + 1.7576934396856814e-07, + 1.7564025256433524e-07, + 1.7551141695548722e-07, + 1.753825813466392e-07, + 1.7525401574403077e-07, + 1.751257059368072e-07, + 1.749973392861648e-07, + 1.7486922843090724e-07, + 1.7474135916017985e-07, + 1.7461364620885433e-07, + 1.7448614642034954e-07, + 1.7435816346278443e-07, + 1.7423010945094575e-07, + 1.7410233965620137e-07, + 1.7397479723513243e-07, + 1.7384721218149934e-07, + 1.73719840290687e-07, + 1.7359232629132748e-07, + 1.7346519598504528e-07, + 1.733386341129517e-07, + 1.732123564579524e-07, + 1.7308639144175686e-07, + 1.729606111666726e-07, + 1.7283558406688826e-07, + 1.7271042906941148e-07, + 1.7258507511996868e-07, + 1.7246033223727864e-07, + 1.7233580251740932e-07, + 1.7221179859916447e-07, + 1.7208726887929515e-07, + 1.719629949548107e-07, + 1.7183882050630928e-07, + 1.7171493027490214e-07, + 1.7159128162802517e-07, + 1.7146776087884064e-07, + 1.713444390816221e-07, + 1.712215009774809e-07, + 1.7109924499436602e-07, + 1.7097750060202088e-07, + 1.7085602621591534e-07, + 1.707340118173306e-07, + 1.7061184109934402e-07, + 1.7048947142939141e-07, + 1.7036735755482368e-07, + 1.702455705299144e-07, + 1.7012401087868056e-07, + 1.7000267860112217e-07, + 1.6988190054689767e-07, + 1.6976139249891276e-07, + 1.6964114024631272e-07, + 1.69521570114739e-07, + 1.6940221314598602e-07, + 1.6928308355090849e-07, + 1.6916452239001956e-07, + 1.6904620281366078e-07, + 1.6892840903892647e-07, + 1.6881085684872232e-07, + 1.6869353203219362e-07, + 1.685764914327592e-07, + 1.684596213635814e-07, + 1.6834300708978844e-07, + 1.6822617965317477e-07, + 1.6810952274681767e-07, + 1.679930790032813e-07, + 1.678768768442751e-07, + 1.677605894201406e-07, + 1.6764451515882683e-07, + 1.6752861142776965e-07, + 1.6741296349209733e-07, + 1.672975713518099e-07, + 1.671824065851979e-07, + 1.670674265596972e-07, + 1.669526312753078e-07, + 1.66838404425107e-07, + 1.6672439073772694e-07, + 1.6661039126120158e-07, + 1.6649660494749696e-07, + 1.6638300337490364e-07, + 1.6626960075427633e-07, + 1.6615642550732446e-07, + 1.6604352026661218e-07, + 1.659309987189772e-07, + 1.6581866191245354e-07, + 1.657065382687506e-07, + 1.6559488358325325e-07, + 1.6548382575365395e-07, + 1.6537268265892635e-07, + 1.6526178114872891e-07, + 1.6515143386186537e-07, + 1.6504128552696784e-07, + 1.64930753498993e-07, + 1.6482049147725775e-07, + 1.6471038577492436e-07, + 1.6460053586797585e-07 + ], + [ + 9.999999747378752e-05, + 4.8484849685337394e-05, + 4.0170561987906694e-05, + 3.414848470129073e-05, + 3.063915210077539e-05, + 2.8829115763073787e-05, + 2.7161189791513607e-05, + 2.7161189791513607e-05, + 2.5032417397596873e-05, + 2.3469256120733917e-05, + 2.057028359558899e-05, + 1.8517037460696883e-05, + 1.7040729289874434e-05, + 1.572410110384226e-05, + 1.4930215911590494e-05, + 1.4037604159966577e-05, + 1.3079784366709646e-05, + 1.2256943591637537e-05, + 1.13084061013069e-05, + 1.0342329915147275e-05, + 9.586668056726921e-06, + 8.938861356000416e-06, + 8.522804819222074e-06, + 8.117641300486866e-06, + 7.797309081070125e-06, + 7.553280738648027e-06, + 7.310284217965091e-06, + 7.0709747888031416e-06, + 6.917257451277692e-06, + 6.781773208786035e-06, + 6.682461389573291e-06, + 6.571024641743861e-06, + 6.458747520809993e-06, + 6.33701847618795e-06, + 6.182124252518406e-06, + 6.033086265233578e-06, + 5.885983682674123e-06, + 5.727638836106053e-06, + 5.580856850428972e-06, + 5.459160092868842e-06, + 5.330309704731917e-06, + 5.204376066103578e-06, + 5.0938820095325354e-06, + 4.989602985006059e-06, + 4.9042978389479686e-06, + 4.8312408580386546e-06, + 4.769129645865178e-06, + 4.700705176219344e-06, + 4.630725015886128e-06, + 4.546499894786393e-06, + 4.45223122369498e-06, + 4.345244633441325e-06, + 4.240919679432409e-06, + 4.135216386202956e-06, + 4.026646820420865e-06, + 3.91443290936877e-06, + 3.8070766095188446e-06, + 3.7004906516813207e-06, + 3.6065082440472906e-06, + 3.5188295441912487e-06, + 3.4414883884892333e-06, + 3.365531256349641e-06, + 3.2932373414951144e-06, + 3.2217722036875784e-06, + 3.1568208669341402e-06, + 3.095829924859572e-06, + 3.0341502679220866e-06, + 2.9717587040067883e-06, + 2.9077873477945104e-06, + 2.841713467205409e-06, + 2.7796372705779504e-06, + 2.7215344289288623e-06, + 2.671130005182931e-06, + 2.6263030576956226e-06, + 2.5819654183578677e-06, + 2.5399858714081347e-06, + 2.4981995920825284e-06, + 2.455956291669281e-06, + 2.4150090212060604e-06, + 2.3764948764437577e-06, + 2.3390568912873277e-06, + 2.3024570054985816e-06, + 2.269121523568174e-06, + 2.2354033717419952e-06, + 2.2025731141184224e-06, + 2.1702610411011847e-06, + 2.140323658750276e-06, + 2.1090279460622696e-06, + 2.078486659229384e-06, + 2.0496927390922792e-06, + 2.02207365873619e-06, + 1.9962003534601536e-06, + 1.9749379589484306e-06, + 1.9559731754270615e-06, + 1.9376727777853375e-06, + 1.9195329059584765e-06, + 1.9013353949048906e-06, + 1.881469870568253e-06, + 1.8616202623888967e-06, + 1.842226083681453e-06, + 1.822384092520224e-06, + 1.8029393231699942e-06, + 1.7844329249783186e-06, + 1.7653746908763424e-06, + 1.746629322951776e-06, + 1.7287748050875962e-06, + 1.7113446801886312e-06, + 1.6940127807174576e-06, + 1.677620616646891e-06, + 1.6620248288745643e-06, + 1.6464626924062031e-06, + 1.6313630339936935e-06, + 1.6163688769665896e-06, + 1.6014895436455845e-06, + 1.5866088460825267e-06, + 1.572050337017572e-06, + 1.5584511174893123e-06, + 1.5457404742846848e-06, + 1.5334635463659652e-06, + 1.5212677908493788e-06, + 1.5094252603375935e-06, + 1.4978660374254105e-06, + 1.4858150052532437e-06, + 1.4740178357897094e-06, + 1.4629968063673005e-06, + 1.4523701565849478e-06, + 1.4412382824957604e-06, + 1.4307778428701567e-06, + 1.4205493243935052e-06, + 1.4098096698944573e-06, + 1.3986501699037035e-06, + 1.3884275631426135e-06, + 1.3779150549453334e-06, + 1.3673791272594826e-06, + 1.3574037893704372e-06, + 1.3472451882989844e-06, + 1.337436060566688e-06, + 1.3279935728860437e-06, + 1.3187236618250608e-06, + 1.3094162341076299e-06, + 1.3008813084525173e-06, + 1.292188585466647e-06, + 1.2837067515647504e-06, + 1.2754271665471606e-06, + 1.2669107718465966e-06, + 1.2583299167090445e-06, + 1.2498718433562317e-06, + 1.241677978214284e-06, + 1.2335942756180884e-06, + 1.226145172950055e-06, + 1.2187502989036147e-06, + 1.2115707477278193e-06, + 1.204386990139028e-06, + 1.1970482773904223e-06, + 1.1897452623088611e-06, + 1.182951450573455e-06, + 1.1762739404730382e-06, + 1.1698291473294375e-06, + 1.1635361261141952e-06, + 1.157156475528609e-06, + 1.1507662520671147e-06, + 1.1443240737207816e-06, + 1.137946242124599e-06, + 1.131958129008126e-06, + 1.1261057579758926e-06, + 1.1203843541807146e-06, + 1.1146642009407515e-06, + 1.1090910447819624e-06, + 1.1036595424229745e-06, + 1.098224970519368e-06, + 1.0927501534752082e-06, + 1.0875097586904303e-06, + 1.082169887922646e-06, + 1.0768310403364012e-06, + 1.0716063343352289e-06, + 1.0663821967682452e-06, + 1.0612144478727714e-06, + 1.0560308965068543e-06, + 1.0510266292840242e-06, + 1.046073862198682e-06, + 1.0414444204798201e-06, + 1.0367549521106412e-06, + 1.0319928378521581e-06, + 1.0272281087964075e-06, + 1.0226079893982387e-06, + 1.0179835499002365e-06, + 1.013387873172178e-06, + 1.0090697060149978e-06, + 1.0048340755020035e-06, + 1.000617771751422e-06, + 9.964060154743493e-07, + 9.922440540321986e-07, + 9.879989875116735e-07, + 9.838199730438646e-07, + 9.797483926377026e-07, + 9.760072998687974e-07, + 9.724029723656713e-07, + 9.68945300883206e-07, + 9.654922905610874e-07, + 9.61962427936669e-07, + 9.582511211192468e-07, + 9.544990007270826e-07, + 9.506557603344845e-07, + 9.46882096286572e-07, + 9.433309742234997e-07, + 9.397522831022798e-07, + 9.360467174701625e-07, + 9.324945722255507e-07, + 9.288065143664426e-07, + 9.251106121155317e-07, + 9.216981311510608e-07, + 9.183559654957207e-07, + 9.149756010629062e-07, + 9.118876960201305e-07, + 9.088388992495311e-07, + 9.057591228156525e-07, + 9.026383622767753e-07, + 8.994783797788841e-07, + 8.962809374679637e-07, + 8.931144748203224e-07, + 8.899673957785126e-07, + 8.869377552400692e-07, + 8.840113423502771e-07, + 8.810997655928077e-07, + 8.78266689596785e-07, + 8.754784630582435e-07, + 8.727446356715518e-07, + 8.700225748725643e-07, + 8.672300282341894e-07, + 8.644101399113424e-07, + 8.615236311015906e-07, + 8.585531077187625e-07, + 8.554126225135406e-07, + 8.524905865670007e-07, + 8.494793064528494e-07, + 8.46401519538631e-07, + 8.434216169916908e-07, + 8.406122447013331e-07, + 8.37557593058591e-07, + 8.345066362380749e-07, + 8.316059734170267e-07, + 8.287061632472614e-07, + 8.256642445303441e-07, + 8.226896852647769e-07, + 8.196050202968763e-07, + 8.163975735442364e-07, + 8.13055521575734e-07, + 8.097202339740761e-07, + 8.06300477051991e-07, + 8.028417255445675e-07, + 7.99436008946941e-07, + 7.959455388117931e-07, + 7.924144256321597e-07, + 7.890641882113414e-07, + 7.856258434912888e-07, + 7.82279073519021e-07, + 7.792012866048026e-07, + 7.762339464534307e-07, + 7.732044196018251e-07, + 7.703554274485214e-07, + 7.675660071981838e-07, + 7.646281119377818e-07, + 7.615972208441235e-07, + 7.585816206301388e-07, + 7.554579610768997e-07, + 7.521233555962681e-07, + 7.488078495043737e-07, + 7.4552474416123e-07, + 7.422540875268169e-07, + 7.390027008113975e-07, + 7.357201070590236e-07, + 7.325268711610988e-07, + 7.292359214261523e-07, + 7.258768732754106e-07, + 7.223827083180367e-07, + 7.188899644461344e-07, + 7.153711294449749e-07, + 7.118345592971309e-07, + 7.083047535161313e-07, + 7.048814723020769e-07, + 7.014633638391388e-07, + 6.980143893997592e-07, + 6.946680173314235e-07, + 6.913740548952774e-07, + 6.881816716486355e-07, + 6.85022257584933e-07, + 6.820674798291293e-07, + 6.791584041820897e-07, + 6.762700195395155e-07, + 6.733926625202002e-07, + 6.704661359435704e-07, + 6.675439863101928e-07, + 6.645952908002073e-07, + 6.61595436213247e-07, + 6.586136578334845e-07, + 6.55593851206504e-07, + 6.526367428705271e-07, + 6.497068625321845e-07, + 6.46774878987344e-07, + 6.438296509259089e-07, + 6.409971433640749e-07, + 6.382215929079393e-07, + 6.354660513352428e-07, + 6.327920232251927e-07, + 6.301170287770219e-07, + 6.274942165873654e-07, + 6.248998261071392e-07, + 6.22347954504221e-07, + 6.198409892022028e-07, + 6.173352744553995e-07, + 6.149221007945016e-07, + 6.125499680820212e-07, + 6.102110319261556e-07, + 6.078471983528289e-07, + 6.055863650544779e-07, + 6.033363320057106e-07, + 6.010646416143572e-07, + 5.988592306493956e-07, + 5.966830940451473e-07, + 5.945137218077434e-07, + 5.923358799009293e-07, + 5.902296607018798e-07, + 5.881899483028974e-07, + 5.861697331965843e-07, + 5.841480401613808e-07, + 5.821925697091501e-07, + 5.80205835376546e-07, + 5.782150651612028e-07, + 5.763027957073064e-07, + 5.744106488236866e-07, + 5.725825076297042e-07, + 5.707947252631129e-07, + 5.69057021948538e-07, + 5.67343874990911e-07, + 5.656253279084922e-07, + 5.638780748995487e-07, + 5.620665888272924e-07, + 5.602762485068524e-07, + 5.584783480117039e-07, + 5.566633376474783e-07, + 5.54842074507178e-07, + 5.530225735128624e-07, + 5.512320626621658e-07, + 5.494553079188336e-07, + 5.476535989146214e-07, + 5.458542773340014e-07, + 5.4406001481766e-07, + 5.422917865871568e-07, + 5.405282763604191e-07, + 5.387969963521755e-07, + 5.371242650653585e-07, + 5.354859808903711e-07, + 5.338835080692661e-07, + 5.32318210844096e-07, + 5.307629749040643e-07, + 5.292134233059187e-07, + 5.276738761494926e-07, + 5.261442197479482e-07, + 5.246033651928883e-07, + 5.230705824033066e-07, + 5.215437113292865e-07, + 5.200167265684286e-07, + 5.185240752325626e-07, + 5.17074965955544e-07, + 5.156821885066165e-07, + 5.143344310454268e-07, + 5.129858209329541e-07, + 5.116692705087189e-07, + 5.103323132971127e-07, + 5.090232093607483e-07, + 5.077111495666031e-07, + 5.063869252808217e-07, + 5.050751497037709e-07, + 5.03760929859709e-07, + 5.024700726607989e-07, + 5.011675057176035e-07, + 4.998429403713089e-07, + 4.985167265658674e-07, + 4.971961402588931e-07, + 4.958970407642482e-07, + 4.946276703776675e-07, + 4.933509103466349e-07, + 4.920895548821136e-07, + 4.908449113827373e-07, + 4.896151040156838e-07, + 4.883913788944483e-07, + 4.871404257755785e-07, + 4.859109594690381e-07, + 4.846763204113813e-07, + 4.83475787405041e-07, + 4.823069730264251e-07, + 4.812124529962603e-07, + 4.801618729288748e-07, + 4.791338028553582e-07, + 4.781247184837412e-07, + 4.771046064888651e-07, + 4.760845513374079e-07, + 4.7506313194389804e-07, + 4.740128360936069e-07, + 4.729511715595436e-07, + 4.718920365576196e-07, + 4.7080840204216656e-07, + 4.6973673306638375e-07, + 4.6863834768373636e-07, + 4.675403886267304e-07, + 4.664560719902511e-07, + 4.653736027648847e-07, + 4.6432612066382717e-07, + 4.633043033663853e-07, + 4.6228777250689745e-07, + 4.6129480324452743e-07, + 4.6031516376388026e-07, + 4.5934584136375634e-07, + 4.583755810472212e-07, + 4.574003185098263e-07, + 4.5643938051398436e-07, + 4.554639474463329e-07, + 4.544893386082549e-07, + 4.535047821718763e-07, + 4.5251059077600075e-07, + 4.5150437699703616e-07, + 4.5048253127788485e-07, + 4.494611971495033e-07, + 4.484222699829843e-07, + 4.4738038695868454e-07, + 4.4636257712227234e-07, + 4.453683857263968e-07, + 4.4438090185394685e-07, + 4.4340757199279324e-07, + 4.4244566765883064e-07, + 4.415061596318992e-07, + 4.4057259174223873e-07, + 4.396473798351508e-07, + 4.3873768618141185e-07, + 4.378395885851205e-07, + 4.3695771978491393e-07, + 4.3607033717307786e-07, + 4.3519301584638015e-07, + 4.3431617768874275e-07, + 4.33451532444451e-07, + 4.325954421346978e-07, + 4.317431603340083e-07, + 4.3090039980597794e-07, + 4.300669900203502e-07, + 4.292291464480513e-07, + 4.283961061446462e-07, + 4.275588025848265e-07, + 4.267128019819211e-07, + 4.258773174115049e-07, + 4.25025604045004e-07, + 4.2418002976774005e-07, + 4.2333832084295864e-07, + 4.2249504872415855e-07, + 4.216524587263848e-07, + 4.208030190966383e-07, + 4.1996079858108715e-07, + 4.1912787196451973e-07, + 4.1830085706351383e-07, + 4.17464008251045e-07, + 4.1663113847789646e-07, + 4.158052604452678e-07, + 4.149678147769009e-07, + 4.141425620218797e-07, + 4.13314040770274e-07, + 4.1248642901337007e-07, + 4.1166984487972513e-07, + 4.1086704527515394e-07, + 4.1007584172803035e-07, + 4.092783001397038e-07, + 4.085050306912308e-07, + 4.07741879371315e-07, + 4.0699751480133273e-07, + 4.0625801034366305e-07, + 4.0552529867454723e-07, + 4.0480597363057313e-07, + 4.0408366430710885e-07, + 4.033574612094526e-07, + 4.026209410312731e-07, + 4.0187424588111753e-07, + 4.0112325905283797e-07, + 4.0036155724010314e-07, + 3.995949100499274e-07, + 3.9883727254164114e-07, + 3.9808841734156886e-07, + 3.9734644019517873e-07, + 3.9660852735323715e-07, + 3.9587646938343823e-07, + 3.951528242396307e-07, + 3.944348634377093e-07, + 3.937145436339051e-07, + 3.929963270365988e-07, + 3.92279332572798e-07, + 3.9156444131549506e-07, + 3.90858588161791e-07, + 3.9015128550090594e-07, + 3.89458847394053e-07, + 3.887793127432815e-07, + 3.8809903912806476e-07, + 3.874339711273933e-07, + 3.8676967051287647e-07, + 3.86111139505374e-07, + 3.8546494351976435e-07, + 3.848177243526152e-07, + 3.8416951042563596e-07, + 3.8352038700395497e-07, + 3.8287842585305043e-07, + 3.822403868980473e-07, + 3.815964930709015e-07, + 3.8095015497674467e-07, + 3.8030299265301437e-07, + 3.7966134414091357e-07, + 3.790331106756639e-07, + 3.7841019207007776e-07, + 3.7779332728860027e-07, + 3.7719178180850577e-07, + 3.765960627788445e-07, + 3.7599988900183234e-07, + 3.7539788877438696e-07, + 3.7478716308214644e-07, + 3.741769774023851e-07, + 3.7355979998210387e-07, + 3.729357445081405e-07, + 3.7231245642033173e-07, + 3.716884577897872e-07, + 3.710682108248875e-07, + 3.704487312461424e-07, + 3.6983300333304214e-07, + 3.692275640787557e-07, + 3.6862206798105035e-07, + 3.680187035115523e-07, + 3.6742105180564977e-07, + 3.6683266557702154e-07, + 3.6624626886805345e-07, + 3.656611227143003e-07, + 3.6507438494481903e-07, + 3.6449173990149575e-07, + 3.639096632923611e-07, + 3.6333307207314647e-07, + 3.627555713592301e-07, + 3.621876771831012e-07, + 3.616229662384285e-07, + 3.6106075640418567e-07, + 3.6050650464858336e-07, + 3.599580793434143e-07, + 3.5940587395089096e-07, + 3.588554022826429e-07, + 3.5831337186209566e-07, + 3.577749794203555e-07, + 3.5723553537536645e-07, + 3.566957218481548e-07, + 3.5615622095974686e-07, + 3.5561507161219197e-07, + 3.5507429174685967e-07, + 3.545253832726303e-07, + 3.5398539921516203e-07, + 3.534490815582103e-07, + 3.529246725975099e-07, + 3.524024521084357e-07, + 3.5188304536859505e-07, + 3.513734441185079e-07, + 3.508728525503102e-07, + 3.5037044199270895e-07, + 3.498643650345912e-07, + 3.493684630484495e-07, + 3.488801212370163e-07, + 3.4840485341192107e-07, + 3.479257202343433e-07, + 3.4744348909043765e-07, + 3.469729392691079e-07, + 3.464998314939294e-07, + 3.4602359733071353e-07, + 3.4554489047877723e-07, + 3.450583108133287e-07, + 3.4456823527762026e-07, + 3.4407651128276484e-07, + 3.435825419728644e-07, + 3.430887431932206e-07, + 3.426005150686251e-07, + 3.4211183219667873e-07, + 3.4162630413447914e-07, + 3.4114563618459215e-07, + 3.4066451348735427e-07, + 3.401899277832854e-07, + 3.397177863462275e-07, + 3.392497092136182e-07, + 3.387834510704124e-07, + 3.383223941000324e-07, + 3.3786477615649346e-07, + 3.374088350938109e-07, + 3.3694837497932895e-07, + 3.364868348398886e-07, + 3.3602816529310076e-07, + 3.355712010488787e-07, + 3.3511764740978833e-07, + 3.3466577065155434e-07, + 3.342177592458029e-07, + 3.33774210048432e-07, + 3.3332892712678586e-07, + 3.328852926642867e-07, + 3.3244273822674586e-07, + 3.3200180382664257e-07, + 3.315591925456829e-07, + 3.311198497613077e-07, + 3.306826386051398e-07, + 3.302486106804281e-07, + 3.2981614594973507e-07, + 3.293820327598951e-07, + 3.289447363385989e-07, + 3.2851059472704947e-07, + 3.2807065508677624e-07, + 3.276297491083824e-07, + 3.271899515766563e-07, + 3.2675126249159803e-07, + 3.2631163549012854e-07, + 3.2587209375378734e-07, + 3.2543781003369077e-07, + 3.2500767588317103e-07, + 3.245816628805187e-07, + 3.2416227213616366e-07, + 3.2374384772992926e-07, + 3.233314771478035e-07, + 3.229190213005495e-07, + 3.225085265512462e-07, + 3.2209791811510513e-07, + 3.2168625807571516e-07, + 3.212790034012869e-07, + 3.2087118029267003e-07, + 3.204726510830369e-07, + 3.200769640443468e-07, + 3.196859950094222e-07, + 3.192953386133013e-07, + 3.189045116869238e-07, + 3.1851158155404846e-07, + 3.1811268286219274e-07, + 3.177146936650388e-07, + 3.173151696955756e-07, + 3.1691510571363324e-07, + 3.16514984888272e-07, + 3.161129029649601e-07, + 3.157136632125912e-07, + 3.1531436661680345e-07, + 3.149197596030717e-07, + 3.1452464099857025e-07, + 3.141285276342387e-07, + 3.1373332376460894e-07, + 3.1333763672591886e-07, + 3.1294192126551934e-07, + 3.1255220278580964e-07, + 3.1216379170473374e-07, + 3.1178174708657025e-07, + 3.1140325518208556e-07, + 3.1102737807486847e-07, + 3.1065678740560543e-07, + 3.102864809534367e-07, + 3.099168850440037e-07, + 3.095476301950839e-07, + 3.091781763941981e-07, + 3.0881395218784746e-07, + 3.084481932091876e-07, + 3.0808581641394994e-07, + 3.0772460490879894e-07, + 3.0736538292330806e-07, + 3.0700863362653763e-07, + 3.0664989481010707e-07, + 3.062892517391447e-07, + 3.059288360418577e-07, + 3.055678803320916e-07, + 3.052110741919023e-07, + 3.0485151114589826e-07, + 3.0449308496827143e-07, + 3.041370746359462e-07, + 3.0378089377336437e-07, + 3.034250255495863e-07, + 3.0306941312119307e-07, + 3.02716188116392e-07, + 3.023628210030438e-07, + 3.0200970968508045e-07, + 3.016602079242148e-07, + 3.013164189269446e-07, + 3.009769784512173e-07, + 3.006365147939505e-07, + 3.002982964517287e-07, + 2.9996192552061984e-07, + 2.996257251197676e-07, + 2.9929094580438687e-07, + 2.9895264219703677e-07, + 2.986145375416527e-07, + 2.98276262356012e-07, + 2.979373903144733e-07, + 2.975987172249006e-07, + 2.9726231787208235e-07, + 2.969301249322598e-07, + 2.966001488857728e-07, + 2.962719349852705e-07, + 2.959450569051114e-07, + 2.956191735847824e-07, + 2.9529184075727244e-07, + 2.9495839726223494e-07, + 2.946259485270275e-07, + 2.9429256187540886e-07, + 2.939566456916509e-07, + 2.9362334430516057e-07, + 2.932937661626056e-07, + 2.929663764916768e-07, + 2.9263955525493657e-07, + 2.92313700356317e-07, + 2.919876749274408e-07, + 2.916618768722401e-07, + 2.9133360612831893e-07, + 2.9100823439875967e-07, + 2.9068195317449863e-07, + 2.9035928150733525e-07, + 2.900360698276927e-07, + 2.897157287407026e-07, + 2.893966666306369e-07, + 2.89079309823137e-07, + 2.8875916768811294e-07, + 2.884418393023225e-07, + 2.881250509290112e-07, + 2.878110763049335e-07, + 2.874987217182934e-07, + 2.87187276626355e-07, + 2.8687856001852197e-07, + 2.8657109396590386e-07, + 2.862637700218329e-07, + 2.859595156223804e-07, + 2.856542948848073e-07, + 2.853488751952682e-07, + 2.850446776392346e-07, + 2.847427538199554e-07, + 2.8444134159144596e-07, + 2.841375419393444e-07, + 2.8383604444570665e-07, + 2.8353645120660076e-07, + 2.832387622220267e-07, + 2.8294050480326405e-07, + 2.82640968407577e-07, + 2.8234259730197664e-07, + 2.8204578939039493e-07, + 2.817483846229152e-07, + 2.814514914462052e-07, + 2.8115681516283075e-07, + 2.808650094721088e-07, + 2.8057368695044715e-07, + 2.8028316023664956e-07, + 2.799937703912292e-07, + 2.797037836899108e-07, + 2.7941666758124484e-07, + 2.7912827249565453e-07, + 2.788393089758756e-07, + 2.7855077178173815e-07, + 2.782643946375174e-07, + 2.7797747748081747e-07, + 2.776916403490759e-07, + 2.774062579646852e-07, + 2.7712164296644914e-07, + 2.768404954167636e-07, + 2.7656105316964386e-07, + 2.762830604297051e-07, + 2.760080803909659e-07, + 2.757344645942794e-07, + 2.754635488599888e-07, + 2.751936563072377e-07, + 2.7492410481499974e-07, + 2.74655889143105e-07, + 2.743867355547991e-07, + 2.741166724717914e-07, + 2.738479167874175e-07, + 2.7357921794646245e-07, + 2.733121675646544e-07, + 2.7304452032694826e-07, + 2.727765604504384e-07, + 2.725109027323924e-07, + 2.7224433551964466e-07, + 2.7198004204365134e-07, + 2.7171512329005054e-07, + 2.7144994874106487e-07, + 2.711842057578906e-07, + 2.709191164740332e-07, + 2.7065499352829647e-07, + 2.703900179312768e-07, + 2.70125099177676e-07, + 2.69858645651766e-07, + 2.695916805350862e-07, + 2.69326932311742e-07, + 2.6906411676463904e-07, + 2.6880010750574e-07, + 2.685377182842785e-07, + 2.682787396679487e-07, + 2.6802135266734695e-07, + 2.6776277195494913e-07, + 2.675051291589625e-07, + 2.6724694635049673e-07, + 2.6698879196374037e-07, + 2.6672981334741053e-07, + 2.664744727098878e-07, + 2.662191889157839e-07, + 2.659666336057853e-07, + 2.657161815022846e-07, + 2.6546842946117977e-07, + 2.652215869147767e-07, + 2.6497622229726403e-07, + 2.647287544732535e-07, + 2.644807466367638e-07, + 2.642312324496743e-07, + 2.6398208774480736e-07, + 2.637326304011367e-07, + 2.6348203618908883e-07, + 2.632314988204598e-07, + 2.629815867294383e-07, + 2.627337210014957e-07, + 2.624855994781683e-07, + 2.622389843054407e-07, + 2.619964050154522e-07, + 2.617541383642674e-07, + 2.6151244014727126e-07, + 2.6127190722036175e-07, + 2.6103251116182946e-07, + 2.6079311510329717e-07, + 2.6055172952510475e-07, + 2.603086386443465e-07, + 2.6006702569247864e-07, + 2.5982623697018425e-07, + 2.59585192452505e-07, + 2.5934500058610865e-07, + 2.5910793510774965e-07, + 2.588705569905869e-07, + 2.5863209884846583e-07, + 2.5839756290224614e-07, + 2.581624301001284e-07, + 2.5792868996177276e-07, + 2.576963424871792e-07, + 2.574636823737819e-07, + 2.572337791661994e-07, + 2.5700248329485476e-07, + 2.567709032064158e-07, + 2.5654068736002955e-07, + 2.563093630669755e-07, + 2.5608019882383815e-07, + 2.558504945682216e-07, + 2.556229503625218e-07, + 2.5539563353049743e-07, + 2.551677766859939e-07, + 2.549409998664487e-07, + 2.5471416620348464e-07, + 2.5448628093727166e-07, + 2.5425836724934925e-07, + 2.54028350354929e-07, + 2.538004366670066e-07, + 2.535733187869482e-07, + 2.5334620090688986e-07, + 2.531193388222164e-07, + 2.528927609546372e-07, + 2.526672062685975e-07, + 2.524434989936708e-07, + 2.5222030330951384e-07, + 2.5199682340826257e-07, + 2.517746509056451e-07, + 2.515542973924312e-07, + 2.5133570602520194e-07, + 2.511168304408784e-07, + 2.5090000121963385e-07, + 2.5068339937206474e-07, + 2.504695828520198e-07, + 2.502556810668466e-07, + 2.5004024450936413e-07, + 2.4982526269923255e-07, + 2.4960820610431256e-07, + 2.493919168955472e-07, + 2.4917508767430263e-07, + 2.489569794761337e-07, + 2.4873961024241e-07, + 2.485224683823617e-07, + 2.4830657707752835e-07, + 2.480911689417553e-07, + 2.478770113611972e-07, + 2.4766603701209533e-07, + 2.4745554583205376e-07, + 2.4724724312363833e-07, + 2.470384004027437e-07, + 2.468285345003096e-07, + 2.466198623096716e-07, + 2.4640939955133945e-07, + 2.461981694068527e-07, + 2.4598816139587143e-07, + 2.457771586250601e-07, + 2.4556709377066e-07, + 2.4535700049455045e-07, + 2.4514787355656154e-07, + 2.449392013659235e-07, + 2.4473095550092694e-07, + 2.4452174329780973e-07, + 2.4431321321571886e-07, + 2.4410493892901286e-07, + 2.4389686359427287e-07, + 2.4368924300688377e-07, + 2.4348256033590587e-07, + 2.432756218695431e-07, + 2.4306936552420666e-07, + 2.4286424604724743e-07, + 2.4265983711302397e-07, + 2.4245753138529835e-07, + 2.4225778361142147e-07, + 2.4205866111515206e-07, + 2.4186019231819955e-07, + 2.4166357093236e-07, + 2.4146569899130554e-07, + 2.4126845232785854e-07, + 2.4106955720526457e-07, + 2.4087105998660263e-07, + 2.4067253434623126e-07, + 2.4047696456364065e-07, + 2.402820200586575e-07, + 2.4008772925299127e-07, + 2.398956553406606e-07, + 2.397030698375602e-07, + 2.3951039906933147e-07, + 2.3931744408400846e-07, + 2.3912281221782905e-07, + 2.3892837930361566e-07, + 2.3873320742495707e-07, + 2.3853820607655507e-07, + 2.3834387263832468e-07, + 2.38149453934966e-07, + 2.379554757681035e-07, + 2.3776277657816536e-07, + 2.3757159794968175e-07, + 2.3738304832932045e-07, + 2.3719687192169658e-07, + 2.3701153395450092e-07, + 2.3682832761551253e-07, + 2.366465707837051e-07, + 2.3646583713343716e-07, + 2.3628412293419387e-07, + 2.3609968025084527e-07, + 2.3591645970100217e-07, + 2.3573426233269856e-07, + 2.3555044492695743e-07, + 2.3536500748377875e-07, + 2.351799679445321e-07, + 2.3499462997733644e-07, + 2.3480943411868793e-07, + 2.3462439457944129e-07, + 2.3444017926976812e-07, + 2.3425631923146284e-07, + 2.3407453397794598e-07, + 2.338935729540026e-07, + 2.3371336510535912e-07, + 2.335332993652628e-07, + 2.3335142884661764e-07, + 2.3316906094805745e-07, + 2.329857835547955e-07, + 2.3280244931811467e-07, + 2.3261927140083571e-07, + 2.3243644875492464e-07, + 2.3225527456816053e-07, + 2.3207383037515683e-07, + 2.3189335252027377e-07, + 2.317140825880415e-07, + 2.3153307893153396e-07, + 2.313522315944283e-07, + 2.311717111069811e-07, + 2.3099218537936395e-07, + 2.3081385336354288e-07, + 2.3063648768584244e-07, + 2.304584540979704e-07, + 2.30281784752151e-07, + 2.3010628069641825e-07, + 2.2993380355273985e-07, + 2.297599905887182e-07, + 2.29586305522389e-07, + 2.2941235044982022e-07, + 2.2924055542716815e-07, + 2.2906765195784828e-07, + 2.288954874529736e-07, + 2.287216034346784e-07, + 2.2854909786929056e-07, + 2.2837690494270646e-07, + 2.2820562151082413e-07, + 2.2803510546509642e-07, + 2.2786528575124976e-07, + 2.276953807722748e-07, + 2.275258026429583e-07, + 2.273561392485135e-07, + 2.2718559478107636e-07, + 2.2701357238474884e-07, + 2.2684346845380787e-07, + 2.266730803057726e-07, + 2.2650363007414853e-07, + 2.2633527407833753e-07, + 2.2616923445184511e-07, + 2.2600465854338836e-07, + 2.258397984178373e-07, + 2.2567365931536187e-07, + 2.2550706546553556e-07, + 2.2534037213972624e-07, + 2.251728119517793e-07, + 2.2500496754673804e-07, + 2.2483902739622863e-07, + 2.2467300198059093e-07 + ], + [ + 9.999999747378752e-05, + 5.5263157264562324e-05, + 4.6774192014709115e-05, + 4.276316030882299e-05, + 3.663461757241748e-05, + 3.589506377466023e-05, + 3.672618913697079e-05, + 3.4220036468468606e-05, + 2.9223510864540003e-05, + 2.481812407495454e-05, + 2.0886320271529257e-05, + 1.8012744476436637e-05, + 1.5850368072278798e-05, + 1.4399115570995491e-05, + 1.3479873814503662e-05, + 1.283517212868901e-05, + 1.2379928193695378e-05, + 1.2069728654751088e-05, + 1.1773791811720002e-05, + 1.1424626791267656e-05, + 1.1192591955477837e-05, + 1.0938156265183352e-05, + 1.0580310117802583e-05, + 1.0249993465549778e-05, + 9.943871191353537e-06, + 9.570064321451355e-06, + 9.038617463374976e-06, + 8.616711966169532e-06, + 8.175874427251983e-06, + 7.783236469549593e-06, + 7.5495222517929506e-06, + 7.2630423346708994e-06, + 7.032689154584659e-06, + 6.829877293057507e-06, + 6.6190791585540865e-06, + 6.425525043596281e-06, + 6.227430276339874e-06, + 6.033903446223121e-06, + 5.8458845160203055e-06, + 5.668963694915874e-06, + 5.520405466086231e-06, + 5.352850621420657e-06, + 5.199468887440162e-06, + 5.037281425757101e-06, + 4.873654233961133e-06, + 4.75135584565578e-06, + 4.640374754671939e-06, + 4.552015980152646e-06, + 4.47306365458644e-06, + 4.392974005895667e-06, + 4.341573458077619e-06, + 4.282640929886838e-06, + 4.223511496093124e-06, + 4.162266577623086e-06, + 4.109223482373636e-06, + 4.04626598538016e-06, + 4.006225026387256e-06, + 3.968874807469547e-06, + 3.930457296519307e-06, + 3.896374892065069e-06, + 3.868117801175686e-06, + 3.84713894163724e-06, + 3.816040589299519e-06, + 3.7938634704914875e-06, + 3.7635443277395098e-06, + 3.725576107171946e-06, + 3.693260168802226e-06, + 3.672547109090374e-06, + 3.6457795431488194e-06, + 3.6087233183934586e-06, + 3.568116653696052e-06, + 3.5271921206003753e-06, + 3.476331585261505e-06, + 3.428716809139587e-06, + 3.380230964467046e-06, + 3.3384867492713965e-06, + 3.294462658232078e-06, + 3.2507914511370473e-06, + 3.210864178981865e-06, + 3.167877139276243e-06, + 3.130575123577728e-06, + 3.0964304187364178e-06, + 3.0553521810361417e-06, + 3.0223627618397586e-06, + 2.99120438285172e-06, + 2.957242941192817e-06, + 2.9277821340656374e-06, + 2.9033499231445603e-06, + 2.8726792606903473e-06, + 2.8420215585356345e-06, + 2.815378138620872e-06, + 2.79481128018233e-06, + 2.7784421945398208e-06, + 2.765329782050685e-06, + 2.7523317385202972e-06, + 2.7394466997066047e-06, + 2.7244400371273514e-06, + 2.7022808808396803e-06, + 2.6805582820088603e-06, + 2.6599598186294315e-06, + 2.641118953761179e-06, + 2.623268983370508e-06, + 2.610391447888105e-06, + 2.6016462015832076e-06, + 2.596280637590098e-06, + 2.5949373139155796e-06, + 2.592915734567214e-06, + 2.592915734567214e-06, + 2.58884574577678e-06, + 2.582072738732677e-06, + 2.569958496678737e-06, + 2.5572987851774087e-06, + 2.54346150541096e-06, + 2.5317272047686856e-06, + 2.521387159504229e-06, + 2.5149606699415017e-06, + 2.512392711651046e-06, + 2.51046344601491e-06, + 2.5078870748984627e-06, + 2.5059518975467654e-06, + 2.5040133095899364e-06, + 2.496272145435796e-06, + 2.485383447492495e-06, + 2.4689356905582827e-06, + 2.454596824463806e-06, + 2.4410583137068897e-06, + 2.4307075818796875e-06, + 2.4222488264058484e-06, + 2.4174364625650924e-06, + 2.4102444058371475e-06, + 2.4019027478061616e-06, + 2.393027216385235e-06, + 2.383632363489596e-06, + 2.373154984525172e-06, + 2.3627758309885394e-06, + 2.3524935386376455e-06, + 2.3417444481310667e-06, + 2.3299896838580025e-06, + 2.316720383532811e-06, + 2.3020040771370986e-06, + 2.288574250997044e-06, + 2.274802000101772e-06, + 2.2591564174945233e-06, + 2.245295718239504e-06, + 2.227635150120477e-06, + 2.211787204942084e-06, + 2.193809450545814e-06, + 2.1776083940494573e-06, + 2.1630914943671087e-06, + 2.1501793980860384e-06, + 2.1374503376137e-06, + 2.1253449631331023e-06, + 2.1147184270375874e-06, + 2.1011785520386184e-06, + 2.08870096685132e-06, + 2.075979864457622e-06, + 2.0642735307774274e-06, + 2.0514971765805967e-06, + 2.039716946455883e-06, + 2.0288930500100832e-06, + 2.0162424334557727e-06, + 2.0041691186634125e-06, + 1.993412524825544e-06, + 1.9820399757009e-06, + 1.9715648704732303e-06, + 1.9626886569312774e-06, + 1.9553597212507157e-06, + 1.94809035747312e-06, + 1.9415970200498123e-06, + 1.938723698913236e-06, + 1.9369294932403136e-06, + 1.935852424139739e-06, + 1.9383744529477553e-06, + 1.939823050634004e-06, + 1.9412784695305163e-06, + 1.9412784695305163e-06, + 1.939451067300979e-06, + 1.9343485746503575e-06, + 1.9260285171185387e-06, + 1.914947461045813e-06, + 1.8987946077686502e-06, + 1.8785835891321767e-06, + 1.8546708133726497e-06, + 1.8230873592983698e-06, + 1.7867030237539439e-06, + 1.7439267594454577e-06, + 1.6995170426525874e-06, + 1.6505595112903393e-06, + 1.6006616760932957e-06, + 1.5517339306825306e-06, + 1.5033469935588073e-06, + 1.4588590602215845e-06, + 1.4163058494887082e-06, + 1.3777331560049788e-06, + 1.3429828413791256e-06, + 1.3108159464536584e-06, + 1.280725768992852e-06, + 1.2518989933596458e-06, + 1.22466644825181e-06, + 1.1978371503573726e-06, + 1.1718453833964304e-06, + 1.1470884828668204e-06, + 1.1234201338083949e-06, + 1.1009855143129244e-06, + 1.0800669087984716e-06, + 1.0599223969620652e-06, + 1.040635879689944e-06, + 1.0221606316918042e-06, + 1.0044036571343895e-06, + 9.87332668955787e-07, + 9.709589221529313e-07, + 9.552852588967653e-07, + 9.404599836670968e-07, + 9.257618103220011e-07, + 9.118496677729127e-07, + 8.979173458101286e-07, + 8.840012810651388e-07, + 8.70422070420318e-07, + 8.569734859520395e-07, + 8.445846901850018e-07, + 8.324913096657838e-07, + 8.213323781092186e-07, + 8.107925282274664e-07, + 8.008385066204937e-07, + 7.914196089586767e-07, + 7.823234682291513e-07, + 7.73178328472568e-07, + 7.643579920113552e-07, + 7.554580747637374e-07, + 7.467485829693032e-07, + 7.383039246633416e-07, + 7.297384740923007e-07, + 7.211388037831057e-07, + 7.124037324501842e-07, + 7.035413318590145e-07, + 6.949439352865738e-07, + 6.863521093691816e-07, + 6.777827366022393e-07, + 6.693181830996764e-07, + 6.610422929043125e-07, + 6.530535188176145e-07, + 6.452543743762362e-07, + 6.378929242600861e-07, + 6.307544140327082e-07, + 6.240514949240605e-07, + 6.17446573869529e-07, + 6.112242090239306e-07, + 6.051731133993599e-07, + 5.994021421429352e-07, + 5.936635716352612e-07, + 5.879183504475805e-07, + 5.823868605148164e-07, + 5.769372251052118e-07, + 5.715759812119359e-07, + 5.66236735721759e-07, + 5.609389859273506e-07, + 5.557492954721965e-07, + 5.506633442564635e-07, + 5.455869995785179e-07, + 5.406752734415932e-07, + 5.357036343411892e-07, + 5.307887249728083e-07, + 5.259799991108594e-07, + 5.211743427935289e-07, + 5.165161951481423e-07, + 5.121058848089888e-07, + 5.077338300907286e-07, + 5.035033154854318e-07, + 4.992922981728043e-07, + 4.952021299686749e-07, + 4.91262824198202e-07, + 4.875368517787138e-07, + 4.839880034523958e-07, + 4.80501569199987e-07, + 4.770280384036596e-07, + 4.7359213795061805e-07, + 4.703205433997937e-07, + 4.671492490615492e-07, + 4.6410391973950027e-07, + 4.612115560576058e-07, + 4.584538260132831e-07, + 4.5578642016153026e-07, + 4.5320953745431325e-07, + 4.5074924059917976e-07, + 4.4836380652668595e-07, + 4.460636660041928e-07, + 4.438337839474116e-07, + 4.416928334194381e-07, + 4.3964399765172857e-07, + 4.3764453039329965e-07, + 4.357143836841715e-07, + 4.3387166215325124e-07, + 4.3208976308051206e-07, + 4.303421690110554e-07, + 4.285864463327016e-07, + 4.268641760063474e-07, + 4.251976974956051e-07, + 4.235262736074219e-07, + 4.2189546434201475e-07, + 4.2024322510769707e-07, + 4.1861036947921093e-07, + 4.170059355601552e-07, + 4.1542301687513827e-07, + 4.138444182899548e-07, + 4.1226942926186894e-07, + 4.1072104295380996e-07, + 4.0915017507359153e-07, + 4.0759709918347653e-07, + 4.060892422330653e-07, + 4.045667481022974e-07, + 4.030574700664147e-07, + 4.015219872144371e-07, + 4.0001259549171664e-07, + 3.9851786937106226e-07, + 3.9705787457933184e-07, + 3.956362775170419e-07, + 3.9423676412297937e-07, + 3.9288596553888055e-07, + 3.9155733588813746e-07, + 3.902463276972412e-07, + 3.8896476439731487e-07, + 3.8769670140936796e-07, + 3.8646899724881223e-07, + 3.8526451362486114e-07, + 3.8407640090554196e-07, + 3.829345871508849e-07, + 3.8180266415110964e-07, + 3.8069569541221426e-07, + 3.79621752699677e-07, + 3.7856565882066207e-07, + 3.775217010115739e-07, + 3.76501731125245e-07, + 3.7549671105807647e-07, + 3.74497176380828e-07, + 3.734835729574115e-07, + 3.7245877138047945e-07, + 3.7146057252357423e-07, + 3.704824393935269e-07, + 3.69500838814929e-07, + 3.685248088913795e-07, + 3.675815776205127e-07, + 3.666482655262371e-07, + 3.657128218037542e-07, + 3.647947437457333e-07, + 3.6389141655490675e-07, + 3.6298709460425016e-07, + 3.620898212375323e-07, + 3.6120590607424674e-07, + 3.60307780056246e-07, + 3.594207669266325e-07, + 3.5855012470165093e-07, + 3.5768067618846544e-07, + 3.568130466646835e-07, + 3.559464119007316e-07, + 3.550832730070397e-07, + 3.542355955232779e-07, + 3.533945971412322e-07, + 3.5255985153526126e-07, + 3.5174505796931044e-07, + 3.509346413466119e-07, + 3.5011962040698563e-07, + 3.4931619552480697e-07, + 3.485177160200692e-07, + 3.477301504517527e-07, + 3.469392311217234e-07, + 3.461417463768157e-07, + 3.453533281572163e-07, + 3.4456908792890317e-07, + 3.437951079376944e-07, + 3.4302738072256034e-07, + 3.4225928402520367e-07, + 3.415055118693999e-07, + 3.4075117127940757e-07, + 3.4000416349044826e-07, + 3.392613905361941e-07, + 3.3852259662126016e-07, + 3.377971324880491e-07, + 3.370737715613359e-07, + 3.363587381954858e-07, + 3.356608146987128e-07, + 3.349598216573213e-07, + 3.3426607615183457e-07, + 3.3357608231199265e-07, + 3.328980255901115e-07, + 3.32232360733542e-07, + 3.3156766221509315e-07, + 3.309031342269009e-07, + 3.302407378669159e-07, + 3.295909891676274e-07, + 3.2894050150389376e-07, + 3.2830277518769435e-07, + 3.276686300068832e-07, + 3.270359627549624e-07, + 3.2640568292663374e-07, + 3.257671892242797e-07, + 3.2513193559680076e-07, + 3.2449867148898193e-07, + 3.2386770953962696e-07, + 3.232396750263433e-07, + 3.2260598459288303e-07, + 3.219741131488263e-07, + 3.2134775551639905e-07, + 3.207236431990168e-07, + 3.201049025847169e-07, + 3.194777207227162e-07, + 3.188537505138811e-07, + 3.182308034865855e-07, + 3.1760706065142585e-07, + 3.169851083839603e-07, + 3.1636338349017024e-07, + 3.157514356644242e-07, + 3.151447458549228e-07, + 3.145393634440552e-07, + 3.139238913263398e-07, + 3.1331003924606193e-07, + 3.126971535039047e-07, + 3.1208966788653925e-07, + 3.114874971288373e-07, + 3.108847579369467e-07, + 3.102711332303443e-07, + 3.0966029385126603e-07, + 3.090476070610748e-07, + 3.084409172515734e-07, + 3.078350800933549e-07, + 3.0723009558641934e-07, + 3.066320743982942e-07, + 3.060404480947909e-07, + 3.054460648854729e-07, + 3.04856513366758e-07, + 3.0427378305830644e-07, + 3.0369682235686923e-07, + 3.0312475018945406e-07, + 3.02549779007677e-07, + 3.01969464544527e-07, + 3.0139133855300315e-07, + 3.008184421560145e-07, + 3.002538448981795e-07, + 2.9969953629915835e-07, + 2.9914716037637845e-07, + 2.985958360568475e-07, + 2.9804616019646346e-07, + 2.9749602958872856e-07, + 2.969428294363752e-07, + 2.963888050544483e-07, + 2.958431650768034e-07, + 2.9530193046412023e-07, + 2.9476396434802155e-07, + 2.9422946568047337e-07, + 2.936936596142914e-07, + 2.931578251264e-07, + 2.926258275692817e-07, + 2.921001112099475e-07, + 2.9158266556805756e-07, + 2.9106365673214896e-07, + 2.905427436417085e-07, + 2.9002572432546003e-07, + 2.8951356512152415e-07, + 2.8900586812596885e-07, + 2.8850183753093006e-07, + 2.8800059226341546e-07, + 2.8749366265401477e-07, + 2.8698903520307795e-07, + 2.8648798888752935e-07, + 2.859856635950564e-07, + 2.854848162314738e-07, + 2.849853615316533e-07, + 2.8448675948311575e-07, + 2.839907153884269e-07, + 2.8349998615340155e-07, + 2.8301127485974575e-07, + 2.8252620154489705e-07, + 2.820426630023576e-07, + 2.815585560256295e-07, + 2.810776891237765e-07, + 2.806012275868852e-07, + 2.80128205076835e-07, + 2.7965933213636163e-07, + 2.79188725471613e-07, + 2.7872277996721095e-07, + 2.782549302082771e-07, + 2.7779029210250883e-07, + 2.7732824037229875e-07, + 2.7687113401952956e-07, + 2.7641587507787335e-07, + 2.759620940651075e-07, + 2.755100751983264e-07, + 2.750601595380431e-07, + 2.746112102158804e-07, + 2.7416663783697004e-07, + 2.737224917837011e-07, + 2.732816142270167e-07, + 2.7284295356366783e-07, + 2.724056002989528e-07, + 2.7196585961064557e-07, + 2.715298137445643e-07, + 2.710992532684031e-07, + 2.706704265165172e-07, + 2.7024719884138904e-07, + 2.6982684175891336e-07, + 2.694104068723391e-07, + 2.689956772883306e-07, + 2.685827666937257e-07, + 2.681729256437393e-07, + 2.677679731277749e-07, + 2.6736989866549266e-07, + 2.669730179150065e-07, + 2.6657679086383723e-07, + 2.661874134446407e-07, + 2.6580445933177543e-07, + 2.654238926425023e-07, + 2.650455428465648e-07, + 2.6466932467883453e-07, + 2.642945560182852e-07, + 2.6392115159978857e-07, + 2.6355152726864617e-07, + 2.6318141976844345e-07, + 2.628110848945653e-07, + 2.6244302375744155e-07, + 2.620772647787817e-07, + 2.617160532736307e-07, + 2.613562628539512e-07, + 2.609982630019658e-07, + 2.6064239477818774e-07, + 2.602860149636399e-07, + 2.5993412577918207e-07, + 2.595843682229315e-07, + 2.592375381027523e-07, + 2.588931806712935e-07, + 2.5855538865471317e-07, + 2.5821847771112516e-07, + 2.5788295943129924e-07, + 2.5754931698429573e-07, + 2.572189430338767e-07, + 2.5689141125440074e-07, + 2.56569705925358e-07, + 2.5624967747717164e-07, + 2.5593286068215093e-07, + 2.5561729444234516e-07, + 2.5530124503347906e-07, + 2.5498331979179056e-07, + 2.5466837882959226e-07, + 2.5435147676944325e-07, + 2.5403505787835456e-07, + 2.537187526741036e-07, + 2.534036127599393e-07, + 2.5309321927124984e-07, + 2.5278697535213723e-07, + 2.524804472159303e-07, + 2.521751127915195e-07, + 2.518743826840364e-07, + 2.5157390837193816e-07, + 2.512744572413794e-07, + 2.509762282443262e-07, + 2.5067984665838594e-07, + 2.5038565354407183e-07, + 2.500919151771086e-07, + 2.4979928525681316e-07, + 2.49506342697714e-07, + 2.492132011866488e-07, + 2.4892074179660995e-07, + 2.4862919190127286e-07, + 2.483364482941397e-07, + 2.480455520981195e-07, + 2.477551674928691e-07, + 2.4746611870796187e-07, + 2.4717763835724327e-07, + 2.468893001150718e-07, + 2.4660243980179075e-07, + 2.463144710418419e-07, + 2.460248538227461e-07, + 2.457346397477522e-07, + 2.454452783240413e-07, + 2.451554905746889e-07, + 2.4486615757268737e-07, + 2.4457972358504776e-07, + 2.442951370085211e-07, + 2.44011573613534e-07, + 2.437283228573506e-07, + 2.4344578264390293e-07, + 2.431658572277229e-07, + 2.4288698341479176e-07, + 2.4260486952698557e-07, + 2.4232377882071887e-07, + 2.420437397177011e-07, + 2.4176242163775896e-07, + 2.4148150146174885e-07, + 2.412018602626631e-07, + 2.4092247485896223e-07, + 2.4064411263680086e-07, + 2.403670578132733e-07, + 2.4008957666410424e-07, + 2.398117260327126e-07, + 2.395348417394416e-07, + 2.392589522060007e-07, + 2.389837732152955e-07, + 2.387104984791222e-07, + 2.384387585152581e-07, + 2.381664643280601e-07, + 2.3789586123257322e-07, + 2.376305303641857e-07, + 2.3736444632049825e-07, + 2.3709925756065786e-07, + 2.3683368510774017e-07, + 2.365697184814053e-07, + 2.3630829559806443e-07, + 2.360494306685723e-07, + 2.3579117680583295e-07, + 2.355337898052312e-07, + 2.35278022842067e-07, + 2.350222700897575e-07, + 2.347689331827496e-07, + 2.3451589470369072e-07, + 2.3426295570061484e-07, + 2.3401086934882187e-07, + 2.337593514312175e-07, + 2.3350902722540923e-07, + 2.332603372678932e-07, + 2.330124289073865e-07, + 2.3276585636722302e-07, + 2.3252208336543845e-07, + 2.3227998724451027e-07, + 2.3203824639494997e-07, + 2.3179751451607444e-07, + 2.315572231736951e-07, + 2.3131781290430808e-07, + 2.3108249536107905e-07, + 2.3084938050033088e-07, + 2.3061744514052407e-07, + 2.303890909161055e-07, + 2.301626977896376e-07, + 2.2993718573616206e-07, + 2.297141747931164e-07, + 2.294905669941727e-07, + 2.2926728604488744e-07, + 2.2904113450294972e-07, + 2.288156366603289e-07, + 2.2859042303480237e-07, + 2.283649678247457e-07, + 2.2814013789229648e-07, + 2.279144126760002e-07, + 2.2768637109038536e-07, + 2.2745884109554027e-07, + 2.2723196480001207e-07, + 2.27007078024144e-07, + 2.2678419497879077e-07, + 2.265648220145522e-07, + 2.2634539220689476e-07, + 2.261265876768448e-07, + 2.259084084244023e-07, + 2.256904991781994e-07, + 2.2547303046849265e-07, + 2.25254510155537e-07, + 2.2503657248762465e-07, + 2.2481874850655004e-07, + 2.2460207560470735e-07, + 2.2438638325184002e-07, + 2.2417245304495736e-07, + 2.239574854456805e-07, + 2.2374354102794314e-07, + 2.2352946871251334e-07, + 2.2331670379571733e-07, + 2.2310463521080237e-07, + 2.228922681979384e-07, + 2.226804554084083e-07, + 2.2246729258768028e-07, + 2.2225441398404655e-07, + 2.2204184801921656e-07, + 2.2182891257216397e-07, + 2.216174834757112e-07, + 2.2140824285088456e-07, + 2.2119984066648612e-07, + 2.2099199270542158e-07, + 2.207846705459815e-07, + 2.2057784576645645e-07, + 2.2037158942112e-07, + 2.201661146727929e-07, + 2.199604693942092e-07, + 2.1975456832024065e-07, + 2.1954824092063063e-07, + 2.1934013716418121e-07, + 2.1913058390055085e-07, + 2.1892013535307342e-07, + 2.187114631624354e-07, + 2.1850360099051613e-07, + 2.1829680463270051e-07, + 2.180905624982188e-07, + 2.1788441983972007e-07, + 2.1767930036276084e-07, + 2.1747469247657136e-07, + 2.1727049670516863e-07, + 2.170645245769265e-07, + 2.1685823980988062e-07, + 2.1665223925992905e-07, + 2.1644679293331137e-07, + 2.1624235557737848e-07, + 2.1603720767870982e-07, + 2.1583113607448468e-07, + 2.1562387075846345e-07, + 2.154170459789384e-07, + 2.1521088910958497e-07, + 2.1500392222151277e-07, + 2.147975379784839e-07, + 2.1459148058511346e-07, + 2.1438434316678467e-07, + 2.141782431408501e-07, + 2.1397279681423242e-07, + 2.137664694146224e-07, + 2.1356149204621033e-07, + 2.1335715416626044e-07, + 2.1315284470801998e-07, + 2.1294914631653228e-07, + 2.127458458289766e-07, + 2.1254311377560953e-07, + 2.1234103542155935e-07, + 2.121395255016978e-07, + 2.1193859822687955e-07, + 2.1173806885599333e-07, + 2.1153775264792785e-07, + 2.1133929806183005e-07, + 2.1114122716880956e-07, + 2.1094508895203035e-07, + 2.107483680902078e-07, + 2.105527983076172e-07, + 2.1035904751443013e-07, + 2.101683094224427e-07, + 2.0997806871037028e-07, + 2.097904712172749e-07, + 2.0960339952580398e-07, + 2.0941797629348002e-07, + 2.0923312149534468e-07, + 2.0904884934225265e-07, + 2.0886504614736623e-07, + 2.0868210981461743e-07, + 2.0849907400588563e-07, + 2.0831649294450472e-07, + 2.0813422452192754e-07, + 2.0795287980490684e-07, + 2.0777221720891248e-07, + 2.0759239305334631e-07, + 2.0741340733820834e-07, + 2.0723540217204572e-07, + 2.0705772385554155e-07, + 2.0688008817160153e-07, + 2.0670275091561052e-07, + 2.065252147076535e-07, + 2.063481474579021e-07, + 2.061709096778941e-07, + 2.0599412664523697e-07, + 2.0581828152899106e-07, + 2.0564249325616402e-07, + 2.0546714551983314e-07, + 2.052921246331607e-07, + 2.051173879635826e-07, + 2.0494360342127038e-07, + 2.0476765882904147e-07, + 2.0459225424929173e-07, + 2.0441665071757598e-07, + 2.042402655888509e-07, + 2.0406413625551068e-07, + 2.0388885957345337e-07, + 2.037120196973774e-07, + 2.035357198337806e-07, + 2.0335917838565365e-07, + 2.031820827141928e-07, + 2.030048307233301e-07, + 2.0282692503315047e-07, + 2.026493319817746e-07, + 2.0247186682809115e-07, + 2.0229464325893787e-07, + 2.0211768969602417e-07, + 2.019417877363594e-07, + 2.0176621262635308e-07, + 2.015910496311335e-07, + 2.014170945585647e-07, + 2.012435800224921e-07, + 2.0107012232983834e-07, + 2.0089716201709962e-07, + 2.0072377537871944e-07, + 2.0054989136042423e-07, + 2.0037641945691576e-07, + 2.0020338808990346e-07, + 2.0003120937417407e-07, + 1.9985945698408614e-07, + 1.9968814513049438e-07, + 1.9951808383211755e-07, + 1.9934786621433886e-07, + 1.991780465004922e-07, + 1.990086673231417e-07, + 1.9883914603724406e-07, + 1.9867003686613316e-07, + 1.9850132559895428e-07, + 1.9833346698305832e-07, + 1.9816589258425665e-07, + 1.979987871436606e-07, + 1.97832108028706e-07, + 1.9766584102853813e-07, + 1.975001708842683e-07, + 1.973341596794853e-07, + 1.9716799215530045e-07, + 1.970022083241929e-07, + 1.968368366078721e-07, + 1.9667210438001348e-07, + 1.965080542731812e-07, + 1.9634491366105067e-07, + 1.9618180147062958e-07, + 1.960190729732858e-07, + 1.9585712607295136e-07, + 1.9569529285945464e-07, + 1.9553424124296725e-07, + 1.9537291962024028e-07, + 1.9521164063007745e-07, + 1.9505074533299194e-07, + 1.9488939528855553e-07, + 1.9472841472634173e-07, + 1.945677894354958e-07, + 1.9440808785020636e-07, + 1.9424835784320749e-07, + 1.9408932416808966e-07, + 1.9393065997519443e-07, + 1.937722799993935e-07, + 1.9361426950581517e-07, + 1.9345628743394627e-07, + 1.9329866063344525e-07, + 1.9314148858029512e-07, + 1.9298491338304302e-07, + 1.9282968821698887e-07, + 1.926748183223026e-07, + 1.925203036989842e-07, + 1.9236593118421297e-07, + 1.9221197078422847e-07, + 1.9205883461381745e-07, + 1.9190638056443277e-07, + 1.9175368493051792e-07, + 1.9160131614626152e-07, + 1.9144981422414276e-07, + 1.9129868178424658e-07, + 1.911479046157183e-07, + 1.9099724113402772e-07, + 1.9084627922438813e-07, + 1.9069679524363892e-07, + 1.9054763811254816e-07, + 1.903980120232518e-07, + 1.9024905384412705e-07, + 1.9010039409295132e-07, + 1.8995149275724543e-07, + 1.8980225036102638e-07, + 1.896537327183978e-07, + 1.8950571245568426e-07, + 1.893579621992103e-07, + 1.892105387923948e-07, + 1.890633996026736e-07, + 1.8891674358201271e-07, + 1.8877007335049711e-07, + 1.8862368733607582e-07, + 1.8847777027986012e-07, + 1.8833253534467076e-07, + 1.8818784042196057e-07, + 1.8804328760779754e-07, + 1.8789877742619865e-07, + 1.8775530463699397e-07, + 1.8761215869744774e-07, + 1.8746925434243167e-07, + 1.873264494633986e-07, + 1.8718353089752782e-07, + 1.8704109550071735e-07, + 1.868993422249332e-07, + 1.8675791579880752e-07, + 1.8661677358977613e-07, + 1.8647592980869376e-07, + 1.8633595288974902e-07, + 1.8619660124841175e-07, + 1.8605702223339904e-07, + 1.8591772743548063e-07, + 1.8577873106551124e-07, + 1.85639976280072e-07, + 1.8550203151335154e-07, + 1.8536347567987832e-07, + 1.8522490563555039e-07, + 1.8508670507344505e-07, + 1.849487745175793e-07, + 1.8481166819128703e-07, + 1.8467481766037963e-07, + 1.8453806660545524e-07, + 1.8440161397847987e-07, + 1.8426509029723093e-07, + 1.8412907820675173e-07, + 1.8399356349618756e-07, + 1.8385846090041014e-07, + 1.837236283108723e-07, + 1.8358906572757405e-07, + 1.8345512842188327e-07, + 1.8332160323097924e-07, + 1.831878080338356e-07, + 1.8305567550669366e-07, + 1.8292388404006488e-07, + 1.8279236257967568e-07, + 1.826616937705694e-07, + 1.8253162181736116e-07, + 1.8240180565953779e-07, + 1.8227220266453514e-07, + 1.8214292651919095e-07, + 1.820138777475222e-07, + 1.8188457318046858e-07, + 1.8175518334828666e-07, + 1.8162614878747263e-07, + 1.8149737002204347e-07, + 1.8136827861781057e-07, + 1.8124001144315116e-07, + 1.811127390283218e-07, + 1.8098599241511693e-07, + 1.808596721275535e-07, + 1.807335650028108e-07, + 1.8060779893858125e-07, + 1.804822886697366e-07, + 1.8035700577456737e-07, + 1.802317655119623e-07, + 1.8010680946645152e-07, + 1.7998206658376148e-07, + 1.798575652856016e-07, + 1.7973366084333975e-07, + 1.7960998377475335e-07, + 1.794865482906971e-07, + 1.793628854329654e-07, + 1.7923943573805445e-07, + 1.791159860431435e-07, + 1.7899282056532684e-07, + 1.788697687743479e-07, + 1.7874663171824068e-07, + 1.7862379309008247e-07, + 1.7850086919679597e-07, + 1.783777889841076e-07, + 1.7825509246449656e-07, + 1.7813303543334769e-07, + 1.780103104920272e-07, + 1.7788771344839915e-07, + 1.7776581273665215e-07, + 1.7764411097687116e-07, + 1.7752344660948438e-07, + 1.7740279645295232e-07, + 1.7728254420035228e-07, + 1.7716288880365028e-07, + 1.7704302024412755e-07, + 1.7692339326913498e-07, + 1.7680417840892915e-07, + 1.766849351270139e-07, + 1.765655639474062e-07, + 1.7644596539412305e-07, + 1.7632646631682292e-07, + 1.762071661914888e-07, + 1.760873260536755e-07, + 1.7596811119346967e-07, + 1.7584908107437514e-07, + 1.7573027832895605e-07, + 1.7561144716182753e-07, + 1.7549285757922917e-07, + 1.753745380028704e-07, + 1.7525609052881919e-07, + 1.7513781358502456e-07, + 1.7501970717148652e-07, + 1.749021976138465e-07, + 1.7478490121902723e-07, + 1.7466798851728527e-07, + 1.745516442497319e-07, + 1.744358115729483e-07, + 1.7432013521556655e-07, + 1.7420437359305652e-07, + 1.7408861197054648e-07, + 1.739722392812837e-07, + 1.738556818509096e-07, + 1.7373926652908267e-07, + 1.7362306437007646e-07, + 1.7350724590414757e-07, + 1.7339094426915835e-07, + 1.7327485579698987e-07, + 1.7315865363798366e-07, + 1.73042124629319e-07, + 1.7292623510911653e-07, + 1.7281033137805935e-07, + 1.7269444185785687e-07, + 1.7257877971132984e-07, + 1.724632028299311e-07, + 1.723479243764814e-07, + 1.722324896036298e-07, + 1.721172395718895e-07, + 1.7200238744408125e-07, + 1.7188824585900875e-07, + 1.7177423217162868e-07, + 1.7166053112305235e-07, + 1.7154717113498918e-07, + 1.7143401009889203e-07, + 1.713210480147609e-07, + 1.7120810014148446e-07, + 1.7109536543102877e-07, + 1.709828580942485e-07, + 1.7087060655285313e-07, + 1.7075855396342376e-07, + 1.7064671453681513e-07, + 1.7053464773653104e-07, + 1.7042277988821297e-07, + 1.7031105414844205e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.010591802187263966, + -0.007394127082079649, + -0.0025270471815019846, + -0.001626075361855328, + -0.0013414794811978936, + -0.0009483321919105947, + -0.0004968188586644828, + -0.0001553594192955643, + -3.2082743928185664e-06, + 0.0001706887996988371, + 0.0002541763533372432, + 0.0002955191594082862, + 0.0003234407922718674, + 0.0003352870116941631, + 0.0003398732515051961, + 0.0003418971609789878, + 0.00034361836151219904, + 0.0003432614030316472, + 0.0003415106621105224, + 0.0003390686179045588, + 0.00033418842940591276, + 0.0003268986183684319, + 0.00032020051730796695, + 0.0003126648662146181, + 0.00030685061938129365, + 0.0003024705802090466, + 0.0002996693947352469, + 0.000295946461847052, + 0.0002924917498603463, + 0.0002879373205360025, + 0.00028298565302975476, + 0.00027748753200285137, + 0.00027205696096643806, + 0.0002659249003045261, + 0.00025966300745494664, + 0.00025302174617536366, + 0.0002463618293404579, + 0.00024092846433632076, + 0.00023604360467288643, + 0.0002329037233721465, + 0.0002302415232406929, + 0.00022790745424572378, + 0.000225482348469086, + 0.0002233450795756653, + 0.00022051569249015301, + 0.0002177715941797942, + 0.00021522109454963356, + 0.0002127383922925219, + 0.00021053502860013396, + 0.0002082732244161889, + 0.00020638392015825957, + 0.0002047273883363232, + 0.00020249209774192423, + 0.0001997389626922086, + 0.00019681650155689567, + 0.00019393235561437905, + 0.00019051162234973162, + 0.00018767408619169146, + 0.0001852757704909891, + 0.00018260348588228226, + 0.00017977373499888927, + 0.00017727668455336243, + 0.00017450988525524735, + 0.0001715860125841573, + 0.00016876681183930486, + 0.0001660465932218358, + 0.00016391985991504043, + 0.00016188310110010207, + 0.0001600151153979823, + 0.00015843583969399333, + 0.00015672159497626126, + 0.0001551453024148941, + 0.00015361231635324657, + 0.00015207999967969954, + 0.00015062913007568568, + 0.00014937382366042584, + 0.00014833353634458035, + 0.0001471223367843777, + 0.00014604507305193692, + 0.00014512997586280107, + 0.00014419056242331862, + 0.00014340471534524113, + 0.00014262615877669305, + 0.00014209838991519064, + 0.00014150385686662048, + 0.00014091200137045234, + 0.00014025434211362153, + 0.00013946532271802425, + 0.00013865144865121692, + 0.00013788042997475713, + 0.00013708510959986597, + 0.00013613785267807543, + 0.0001353032566839829, + 0.00013457395834848285, + 0.0001336977002210915, + 0.0001328348007518798, + 0.00013195497740525752, + 0.00013111857697367668, + 0.00013032366405241191, + 0.00012962595792487264, + 0.00012893608072772622, + 0.00012803130084648728, + 0.0001270604261662811, + 0.00012610886187758297, + 0.00012507101928349584, + 0.00012387768947519362, + 0.00012276663619559258, + 0.00012173216236988083, + 0.00012074557889718562, + 0.00011975946108577773, + 0.00011884082778124139, + 0.0001180300532723777, + 0.00011734298459487036, + 0.00011668714432744309, + 0.00011606128100538626, + 0.00011546426685526967, + 0.00011487417941680178, + 0.00011408528371248394, + 0.00011337215983076021, + 0.00011261094186920673, + 0.00011192150122951716, + 0.00011122356954729185, + 0.0001105933915823698, + 0.00011010270100086927, + 0.00010965375258820131, + 0.0001092268867068924, + 0.00010873018618440256, + 0.0001082210656022653, + 0.00010773514804895967, + 0.00010718341218307614, + 0.0001066558324964717, + 0.00010615155770210549, + 0.00010577237117104232, + 0.00010542977543082088, + 0.00010515691974433139, + 0.00010490218846825883, + 0.00010458079486852512, + 0.00010421087790746242, + 0.0001037771871779114, + 0.00010336384002584964, + 0.00010288897465215996, + 0.0001024674202199094, + 0.0001020336858346127, + 0.00010158827353734523, + 0.00010117901547346264, + 0.00010068056144518778, + 0.00010021861089626327, + 9.979189053410664e-05, + 9.950445382855833e-05, + 9.924842015607283e-05, + 9.909813525155187e-05, + 9.894789400277659e-05, + 9.885777399176732e-05, + 9.881260484689847e-05, + 9.876729745883495e-05, + 9.869158384390175e-05, + 9.864604362519458e-05, + 9.864604362519458e-05, + 9.858489647740498e-05, + 9.850830247160047e-05, + 9.843158477451652e-05, + 9.837015386437997e-05, + 9.826250607147813e-05, + 9.810876508709043e-05, + 9.803188731893897e-05, + 9.79549004114233e-05, + 9.792404307518154e-05, + 9.783129644347355e-05, + 9.776939259609208e-05, + 9.769195457920432e-05, + 9.74908034550026e-05, + 9.725952259032056e-05, + 9.693752508610487e-05, + 9.649687854107469e-05, + 9.60461693466641e-05, + 9.55858631641604e-05, + 9.502924513071775e-05, + 9.432419756194577e-05, + 9.348105231765658e-05, + 9.236327605322003e-05, + 9.092465916182846e-05, + 8.920105756260455e-05, + 8.723635255591944e-05, + 8.495536167174578e-05, + 8.250730752479285e-05, + 8.008953591343015e-05, + 7.777989958412945e-05, + 7.552221359219402e-05, + 7.343247125390917e-05, + 7.15159039827995e-05, + 6.975635187700391e-05, + 6.817291432525963e-05, + 6.668255082331598e-05, + 6.531861436087638e-05, + 6.404986197594553e-05, + 6.290285818977281e-05, + 6.184044468682259e-05, + 6.085635322961025e-05, + 5.995673927827738e-05, + 5.9117803175468e-05, + 5.831618909724057e-05, + 5.755808888352476e-05, + 5.681820766767487e-05, + 5.611099913949147e-05, + 5.5426848120987415e-05, + 5.4760592320235446e-05, + 5.413050894276239e-05, + 5.35344697709661e-05, + 5.297143434290774e-05, + 5.2428265917114913e-05, + 5.1915420044679195e-05, + 5.1420825911918655e-05, + 5.094556763651781e-05, + 5.0487789849285036e-05, + 5.004498234484345e-05, + 4.960943624610081e-05, + 4.918777267448604e-05, + 4.877154060523026e-05, + 4.8367062845500186e-05, + 4.797018118551932e-05, + 4.7590528993168846e-05, + 4.722308221971616e-05, + 4.687584441853687e-05, + 4.653261203202419e-05, + 4.6199576900107786e-05, + 4.587820149026811e-05, + 4.554563929559663e-05, + 4.521269875112921e-05, + 4.488438571570441e-05, + 4.457167233340442e-05, + 4.426370287546888e-05, + 4.395379437482916e-05, + 4.365214772406034e-05, + 4.336148049333133e-05, + 4.30766012868844e-05, + 4.2790674342541024e-05, + 4.251557766110636e-05, + 4.224339863867499e-05, + 4.19853204220999e-05, + 4.173646084382199e-05, + 4.1493076423648745e-05, + 4.1254315874539316e-05, + 4.101080048712902e-05, + 4.078109850524925e-05, + 4.0545019146520644e-05, + 4.0311813791049644e-05, + 4.007790994364768e-05, + 3.984812065027654e-05, + 3.961915717809461e-05, + 3.9393202314386144e-05, + 3.9155642298283055e-05, + 3.891696542268619e-05, + 3.8682501326547936e-05, + 3.845236642519012e-05, + 3.821876089205034e-05, + 3.7979956687195227e-05, + 3.7740184779977426e-05, + 3.7502290069824085e-05, + 3.7252782931318507e-05, + 3.701305467984639e-05, + 3.676239066408016e-05, + 3.651639417512342e-05, + 3.627213664003648e-05, + 3.6040710256202146e-05, + 3.581952478270978e-05, + 3.558994285413064e-05, + 3.536238364176825e-05, + 3.513485717121512e-05, + 3.489139271550812e-05, + 3.464948895270936e-05, + 3.4403183235554025e-05, + 3.416225445107557e-05, + 3.3917145628947765e-05, + 3.3670392440399155e-05, + 3.341619958519004e-05, + 3.3142561733257025e-05, + 3.286737046437338e-05, + 3.260451921960339e-05, + 3.232959352317266e-05, + 3.20610633934848e-05, + 3.1807150662643835e-05, + 3.156399179715663e-05, + 3.132665005978197e-05, + 3.108247256022878e-05, + 3.083833507844247e-05, + 3.060188464587554e-05, + 3.0371153115993366e-05, + 3.014461435668636e-05, + 2.9923059628345072e-05, + 2.9718476071138866e-05, + 2.9518712835852057e-05, + 2.932479401351884e-05, + 2.913917887781281e-05, + 2.8960459530935623e-05, + 2.8786571419914253e-05, + 2.8613274480449036e-05, + 2.8443197152228095e-05, + 2.8272932468098588e-05, + 2.8097667382098734e-05, + 2.79231298918603e-05, + 2.7754676921176724e-05, + 2.7592352125793695e-05, + 2.7432293791207485e-05, + 2.727853279793635e-05, + 2.7133568437420763e-05, + 2.6992702260031365e-05, + 2.6854642783291638e-05, + 2.672080518095754e-05, + 2.6588086257106625e-05, + 2.6456016712472774e-05, + 2.6327288651373237e-05, + 2.6204632376902737e-05, + 2.608173235785216e-05, + 2.5962544896174222e-05, + 2.5846564312814735e-05, + 2.573610981926322e-05, + 2.5627989089116454e-05, + 2.5524146622046828e-05, + 2.5423270926694386e-05, + 2.5325398382847197e-05, + 2.5229091988876462e-05, + 2.5133409508271143e-05, + 2.503826362953987e-05, + 2.4942424715845846e-05, + 2.4845607185852714e-05, + 2.475010660418775e-05, + 2.4655621018609963e-05, + 2.456247602822259e-05, + 2.447073165967595e-05, + 2.4378094167332165e-05, + 2.4287714040838182e-05, + 2.4198265236918814e-05, + 2.41100751736667e-05, + 2.4023971491260454e-05, + 2.3938924641697668e-05, + 2.3853865059209056e-05, + 2.3768447135807946e-05, + 2.3683945983066224e-05, + 2.3599164705956355e-05, + 2.351632429054007e-05, + 2.343475898669567e-05, + 2.3354434233624488e-05, + 2.327322908968199e-05, + 2.319272971362807e-05, + 2.3111635528039187e-05, + 2.3031889213598333e-05, + 2.295391277584713e-05, + 2.287523602717556e-05, + 2.279560430906713e-05, + 2.2718098989571445e-05, + 2.2640801034867764e-05, + 2.2563857783097774e-05, + 2.2488618924398907e-05, + 2.2414002160076052e-05, + 2.2339347196975723e-05, + 2.2266083760769106e-05, + 2.2194206394487992e-05, + 2.2123605958768167e-05, + 2.205436430813279e-05, + 2.1986361389281228e-05, + 2.191896601289045e-05, + 2.185322045988869e-05, + 2.178869726776611e-05, + 2.1725463739130646e-05, + 2.166303056583274e-05, + 2.16016560443677e-05, + 2.1541078240261413e-05, + 2.1481924704858102e-05, + 2.142474659194704e-05, + 2.136907096428331e-05, + 2.131510518665891e-05, + 2.1262034351821057e-05, + 2.1210928025539033e-05, + 2.116102768923156e-05, + 2.1110650777700357e-05, + 2.106196370732505e-05, + 2.1013631339883432e-05, + 2.0964975192327984e-05, + 2.0916591893183067e-05, + 2.0868994397460483e-05, + 2.082235187117476e-05, + 2.0775247321580537e-05, + 2.0728703020722605e-05, + 2.068201320071239e-05, + 2.0635912733268924e-05, + 2.058977224805858e-05, + 2.0543990103760734e-05, + 2.0497889636317268e-05, + 2.0452651369851083e-05, + 2.0407611373229884e-05, + 2.036309706454631e-05, + 2.0319803297752514e-05, + 2.0276967916288413e-05, + 2.0234832845744677e-05, + 2.019194835156668e-05, + 2.014916026382707e-05, + 2.0107194359297864e-05, + 2.006515205721371e-05, + 2.0023238903377205e-05, + 1.9981569494120777e-05, + 1.9940498532378115e-05, + 1.9900182451237924e-05, + 1.986112692975439e-05, + 1.9823035472654738e-05, + 1.9785335098276846e-05, + 1.974766382772941e-05, + 1.9710489141289145e-05, + 1.967344360309653e-05, + 1.963753493328113e-05, + 1.960147710633464e-05, + 1.9565861293813214e-05, + 1.9530531062628143e-05, + 1.9495444576023147e-05, + 1.9460831026663072e-05, + 1.9425826394581236e-05, + 1.9391121895750985e-05, + 1.9356653865543194e-05, + 1.932203485921491e-05, + 1.9287237591925077e-05, + 1.9252456695539877e-05, + 1.9217952285544015e-05, + 1.9184013581252657e-05, + 1.915036227728706e-05, + 1.9116427210974507e-05, + 1.908269950945396e-05, + 1.904924283735454e-05, + 1.9016244550584815e-05, + 1.8983011614182033e-05, + 1.894951128633693e-05, + 1.891644023999106e-05, + 1.8882970834965818e-05, + 1.8848655599867925e-05, + 1.8814527720678598e-05, + 1.8780243408400565e-05, + 1.874583358585369e-05, + 1.8711711163632572e-05, + 1.867767787189223e-05, + 1.8643619114300236e-05, + 1.8609085600473918e-05, + 1.8574548448668793e-05, + 1.85408480319893e-05, + 1.8507151253288612e-05, + 1.8473676391295157e-05, + 1.844021608121693e-05, + 1.840722507040482e-05, + 1.837434683693573e-05, + 1.8341763279750012e-05, + 1.8309419829165563e-05, + 1.8277383787790313e-05, + 1.8245949831907637e-05, + 1.821457590267528e-05, + 1.8183513020630926e-05, + 1.815337236621417e-05, + 1.812372101994697e-05, + 1.809428067645058e-05, + 1.806490217859391e-05, + 1.8035962057183497e-05, + 1.800729296519421e-05, + 1.7978638425120153e-05, + 1.795076059352141e-05, + 1.7922924598678946e-05, + 1.7895530618261546e-05, + 1.7868624127004296e-05, + 1.784173582564108e-05, + 1.7815238606999628e-05, + 1.7789208868634887e-05, + 1.7763481082511134e-05, + 1.77380188688403e-05, + 1.7712502085487358e-05, + 1.7687107174424455e-05, + 1.7661954188952222e-05, + 1.76368066604482e-05, + 1.7611626390134916e-05, + 1.7586478861630894e-05, + 1.7561460481374525e-05, + 1.7536600353196263e-05, + 1.7511418263893574e-05, + 1.748623253661208e-05, + 1.746123962220736e-05, + 1.7436404959880747e-05, + 1.7411217413609847e-05, + 1.7386160834576003e-05, + 1.7361056961817667e-05, + 1.7336016753688455e-05, + 1.7310814655502327e-05, + 1.728565985104069e-05, + 1.726041955407709e-05, + 1.723537570796907e-05, + 1.721042463032063e-05, + 1.718558996799402e-05, + 1.7160702554974705e-05, + 1.713595884211827e-05, + 1.711139157123398e-05, + 1.70871371665271e-05, + 1.7062815459212288e-05, + 1.7038912119460292e-05, + 1.7014919649227522e-05, + 1.699085987638682e-05, + 1.6966925613814965e-05, + 1.6942840375122614e-05, + 1.6918624169193208e-05, + 1.6894460713956505e-05, + 1.6870288163772784e-05, + 1.6846332073328085e-05, + 1.6822643374325708e-05, + 1.679894921835512e-05, + 1.677532054600306e-05, + 1.6751690054661594e-05, + 1.672801408858504e-05, + 1.670420533628203e-05, + 1.6680529370205477e-05, + 1.6656542356940918e-05, + 1.6632387996651232e-05, + 1.6608248188276775e-05, + 1.658407927607186e-05, + 1.6560252333874814e-05, + 1.6536581824766472e-05, + 1.6513433365616947e-05, + 1.6490143025293946e-05, + 1.6467010937049054e-05, + 1.6443798813270405e-05, + 1.6420513929915614e-05, + 1.6397656509070657e-05, + 1.6374597180401906e-05, + 1.6351374142686836e-05, + 1.6328274796251208e-05, + 1.6305435565300286e-05, + 1.6282658179989085e-05, + 1.6259758922387846e-05, + 1.623697971808724e-05, + 1.621419141883962e-05, + 1.6191392205655575e-05, + 1.6168653019121848e-05, + 1.6145837435033172e-05, + 1.612318192201201e-05, + 1.6100588254630566e-05, + 1.607814738235902e-05, + 1.6055597370723262e-05, + 1.6033038264140487e-05, + 1.6010480976547115e-05, + 1.5987874576239847e-05, + 1.5965390048222616e-05, + 1.5942998288664967e-05, + 1.5920701116556302e-05, + 1.5898589481366798e-05, + 1.5876621546340175e-05, + 1.5854700905038044e-05, + 1.5832853023312055e-05, + 1.5810959666850977e-05, + 1.5789255485287867e-05, + 1.5767414879519492e-05, + 1.574537054693792e-05, + 1.5723284377600066e-05, + 1.5701229131082073e-05, + 1.567928120493889e-05, + 1.5657435142202303e-05, + 1.563559999340214e-05, + 1.561371209390927e-05, + 1.5591933333780617e-05, + 1.5570385585306212e-05, + 1.554902337375097e-05, + 1.5527844880125485e-05, + 1.5506688214372844e-05, + 1.548543878016062e-05, + 1.54641911649378e-05, + 1.54430545080686e-05, + 1.5422121578012593e-05, + 1.540126140753273e-05, + 1.5380666809505783e-05, + 1.5360108591266908e-05, + 1.533963586553e-05, + 1.5319397789426148e-05, + 1.5299199731089175e-05, + 1.5279141734936275e-05, + 1.5259160136338323e-05, + 1.5239303138514515e-05, + 1.5219515262288041e-05, + 1.5199826520984061e-05, + 1.5180153241090011e-05, + 1.5160559087235015e-05, + 1.5141112271521706e-05, + 1.5121686374186538e-05, + 1.5102364159247372e-05, + 1.5083162907103542e-05, + 1.5064077160786837e-05, + 1.5045243344502524e-05, + 1.5026531400508247e-05, + 1.5007919500931166e-05, + 1.498928941146005e-05, + 1.4970971278671641e-05, + 1.4952783203625586e-05, + 1.4934675164113287e-05, + 1.4916589861968532e-05, + 1.4898687368258834e-05, + 1.4880803064443171e-05, + 1.4862966054352e-05, + 1.4845104487903882e-05, + 1.4827402992523275e-05, + 1.4809831554885022e-05, + 1.479243474022951e-05, + 1.4775178897252772e-05, + 1.4757976714463439e-05, + 1.4740833648829721e-05, + 1.4723800632054918e-05, + 1.4707017726323102e-05, + 1.4690291209262796e-05, + 1.467349829908926e-05, + 1.4656872735940851e-05, + 1.4640242625318933e-05, + 1.462378440919565e-05, + 1.460733801650349e-05, + 1.459101440559607e-05, + 1.4574786291632336e-05, + 1.4558655493601691e-05, + 1.4542601093125995e-05, + 1.4526634913636371e-05, + 1.451074149372289e-05, + 1.449485444027232e-05, + 1.4479021956503857e-05, + 1.4463149454968516e-05, + 1.4447179637500085e-05, + 1.4431269846681971e-05, + 1.4415349141927436e-05, + 1.4399497558770236e-05, + 1.4383757843461353e-05, + 1.4367955373018049e-05, + 1.435206377209397e-05, + 1.4336226740851998e-05, + 1.432038152415771e-05, + 1.4304639989859425e-05, + 1.4288967577158473e-05, + 1.4273379747464787e-05, + 1.4257885595725384e-05, + 1.4242467841540929e-05, + 1.4226897292246576e-05, + 1.4211324014468119e-05, + 1.4195846233633347e-05, + 1.418042211298598e-05, + 1.4165020729706157e-05, + 1.4149803064356092e-05, + 1.4134527191345114e-05, + 1.4119335901341401e-05, + 1.4104287402005866e-05, + 1.408926891599549e-05, + 1.4074396858632099e-05, + 1.405963394063292e-05, + 1.4044858289707918e-05, + 1.4030154488864355e-05, + 1.401545978296781e-05, + 1.4000739611219615e-05, + 1.3986032172397245e-05, + 1.3971462067274842e-05, + 1.395694835082395e-05, + 1.394247647112934e-05, + 1.3928070984547958e-05, + 1.391371824865928e-05, + 1.3899449186283164e-05, + 1.3885400221624877e-05, + 1.3871344890503678e-05, + 1.3857365047442727e-05, + 1.3843393389834091e-05, + 1.3829469025949948e-05, + 1.3815551938023418e-05, + 1.3801638488075696e-05, + 1.3787777788820677e-05, + 1.3773963473795447e-05, + 1.3760130059381481e-05, + 1.374637577100657e-05, + 1.3732599654758815e-05, + 1.3718923582928255e-05, + 1.3705369383387733e-05, + 1.3691867025045212e-05, + 1.3678513823833782e-05, + 1.3665281585417688e-05, + 1.3652011148224119e-05, + 1.3638743439514656e-05, + 1.3625545761897229e-05, + 1.3612394468509592e-05, + 1.359922498522792e-05, + 1.3586027307610493e-05, + 1.3572792340710294e-05, + 1.3559639228333253e-05, + 1.3546527043217793e-05, + 1.3533503988583107e-05, + 1.3520514585252386e-05, + 1.3507559742720332e-05, + 1.3494589438778348e-05, + 1.3481700989359524e-05, + 1.3468947145156562e-05, + 1.3456309716275427e-05, + 1.3443715033645276e-05, + 1.3431081242742948e-05, + 1.3418472008197568e-05, + 1.3405890967987943e-05, + 1.3393393601290882e-05, + 1.338091169600375e-05, + 1.3368699910643045e-05, + 1.3356670024222694e-05, + 1.3344657418201678e-05, + 1.3332728485693224e-05, + 1.3320831385499332e-05, + 1.3309003406902775e-05, + 1.329719725617906e-05, + 1.3285565728438087e-05, + 1.327394784311764e-05, + 1.3262415450299159e-05, + 1.3250783922558185e-05, + 1.3239183317637071e-05, + 1.3227624549472239e-05, + 1.32161649162299e-05, + 1.3204651622800156e-05, + 1.3193150152801536e-05, + 1.318165595876053e-05, + 1.3170281818020158e-05, + 1.3158894034859259e-05, + 1.3147497156751342e-05, + 1.3136146662873216e-05, + 1.312479071202688e-05, + 1.3113526620145421e-05, + 1.3102463526593056e-05, + 1.309144136030227e-05, + 1.3080546523269732e-05, + 1.3069595297565684e-05, + 1.3058593140158337e-05, + 1.304768375121057e-05, + 1.3036696145718452e-05, + 1.3025750376982614e-05, + 1.3014815522183198e-05, + 1.3003880667383783e-05, + 1.2992984011361841e-05, + 1.2981977306480985e-05, + 1.2970850548299495e-05, + 1.2959785635757726e-05, + 1.2948677067470271e-05, + 1.2937658539158292e-05, + 1.2926629096909892e-05, + 1.2915531442558859e-05, + 1.2904331924801227e-05, + 1.2893093298771419e-05, + 1.2881960174127016e-05, + 1.2870777936768718e-05, + 1.2859614798799157e-05, + 1.2848462574766017e-05, + 1.2837220310757402e-05, + 1.2826006241084542e-05, + 1.2814839465136174e-05, + 1.2803685422113631e-05, + 1.2792558663932141e-05, + 1.2781458281097002e-05, + 1.2770259672834072e-05, + 1.2759089258906897e-05, + 1.2747947039315477e-05, + 1.2736771168420091e-05, + 1.2725610758934636e-05, + 1.2714495824184269e-05, + 1.2703336324193515e-05, + 1.2692004929704126e-05, + 1.2680702639045194e-05, + 1.2669338502746541e-05, + 1.2657986189879011e-05, + 1.2646652976400219e-05, + 1.2635333405341953e-05, + 1.2624002920347266e-05, + 1.2612733371497598e-05, + 1.2601513844856527e-05, + 1.2590302503667772e-05, + 1.2579078429553192e-05, + 1.2567889825731982e-05, + 1.2556703950394876e-05, + 1.2545556273835246e-05, + 1.253439040738158e-05, + 1.2523272744147107e-05, + 1.2512186913227197e-05, + 1.2501132914621849e-05, + 1.2490118933783378e-05, + 1.2479157703637611e-05, + 1.2468213753891177e-05, + 1.2457307093427517e-05, + 1.2446422260836698e-05, + 1.243557835550746e-05, + 1.2424750821082853e-05, + 1.2413956937962212e-05, + 1.2403185792209115e-05, + 1.2392440112307668e-05, + 1.2381790838844609e-05, + 1.2371169759717304e-05, + 1.2360603250272106e-05, + 1.2350080396572594e-05, + 1.2339613022049889e-05, + 1.2329147466516588e-05, + 1.2318706467340235e-05, + 1.2308327313803602e-05, + 1.229799454449676e-05, + 1.2287720892345533e-05, + 1.2277519090275746e-05, + 1.2267324564163573e-05, + 1.2257156413397752e-05, + 1.224696279678028e-05, + 1.2236818292876706e-05, + 1.222670471179299e-05, + 1.2216592949698679e-05, + 1.2206473002152052e-05, + 1.2196379429951776e-05, + 1.218629131471971e-05, + 1.2176228665339295e-05, + 1.2166172382421792e-05, + 1.2156149750808254e-05, + 1.2146151675551664e-05, + 1.2136106306570582e-05, + 1.2126088222430553e-05, + 1.211608832818456e-05, + 1.2106062058592215e-05, + 1.2096001228201203e-05, + 1.2085990420018788e-05, + 1.2075992344762199e-05, + 1.2066018825862557e-05, + 1.2056068044330459e-05, + 1.2046104529872537e-05, + 1.2036130101478193e-05, + 1.20261302072322e-05, + 1.2016155778837856e-05, + 1.2006188626401126e-05, + 1.199623875436373e-05, + 1.1986381650785916e-05, + 1.1976530913671013e-05, + 1.1966702004428953e-05, + 1.1956922207900789e-05, + 1.1947165148740169e-05, + 1.1937435374420602e-05, + 1.1927701052627526e-05, + 1.1917973097297363e-05, + 1.1908243322977796e-05, + 1.1898466254933737e-05, + 1.1888711924257223e-05, + 1.1878984878421761e-05, + 1.1869315130752511e-05, + 1.1859661753987893e-05, + 1.1850029295601416e-05, + 1.1840408660646062e-05, + 1.1830808944068849e-05, + 1.1821232874353882e-05, + 1.1811675904027652e-05, + 1.180213803309016e-05, + 1.179260198114207e-05, + 1.1783105037466157e-05, + 1.1773632650147192e-05, + 1.1764221198973246e-05, + 1.1754852494050283e-05, + 1.1745506526494864e-05, + 1.1736154192476533e-05, + 1.1726827324309852e-05, + 1.1717497727659065e-05, + 1.1708212696248665e-05, + 1.1698964044626337e-05, + 1.1689732673403341e-05, + 1.1680565876304172e-05, + 1.1671438187477179e-05, + 1.1662331417028327e-05, + 1.165329922514502e-05, + 1.1644315236480907e-05, + 1.1635321243375074e-05, + 1.1626355444604997e-05, + 1.1617411473707762e-05, + 1.1608487511693966e-05, + 1.1599545359786134e-05, + 1.1590621397772338e-05, + 1.1581681974348612e-05, + 1.1572764378797729e-05, + 1.1563924999791197e-05, + 1.1555107448657509e-05, + 1.1546349014679436e-05, + 1.1537606951605994e-05, + 1.15288894448895e-05, + 1.1520155567268375e-05, + 1.1511444427014794e-05, + 1.1502751476655249e-05, + 1.1494084901642054e-05, + 1.1485441973491106e-05, + 1.1476868166937493e-05, + 1.146833528764546e-05, + 1.1459823326731566e-05, + 1.1451314094301779e-05, + 1.144284487963887e-05, + 1.143435565609252e-05, + 1.1425887350924313e-05, + 1.1417429959692527e-05, + 1.1408989848860074e-05, + 1.1400566108932253e-05, + 1.1392136912036221e-05, + 1.1383706805645488e-05, + 1.1375282156222966e-05, + 1.1366899343556724e-05, + 1.13585247163428e-05, + 1.135014281317126e-05, + 1.1341778190399054e-05, + 1.1333429029036779e-05, + 1.132512443291489e-05, + 1.131674707721686e-05, + 1.130834971263539e-05, + 1.1299969628453255e-05, + 1.1291606824670453e-05, + 1.128322855947772e-05, + 1.1274871212663129e-05, + 1.1266537512710784e-05, + 1.1258218364673667e-05, + 1.124991467804648e-05, + 1.1241653737670276e-05, + 1.1233408258704003e-05, + 1.122516277973773e-05, + 1.1216933671676088e-05, + 1.1208720934519079e-05, + 1.120050364988856e-05, + 1.1192307283636183e-05, + 1.118412365030963e-05, + 1.1175950930919498e-05, + 1.1167791853949893e-05, + 1.1159601854160428e-05, + 1.1151406397402752e-05, + 1.114322822104441e-05, + 1.1135064596601296e-05, + 1.1126899153168779e-05, + 1.1118750080640893e-05, + 1.1110589184681885e-05, + 1.1102453754574526e-05, + 1.1094353794760536e-05, + 1.1086272024840582e-05, + 1.1078208444814663e-05, + 1.1070158507209271e-05, + 1.1062155863328371e-05, + 1.1054145943489857e-05, + 1.1046125109714922e-05, + 1.1038141565222759e-05, + 1.1030172572645824e-05, + 1.1022236321878154e-05, + 1.1014265510311816e-05, + 1.1006311979144812e-05, + 1.0998363904946018e-05, + 1.0990434930135962e-05, + 1.0982522326230537e-05, + 1.0974617907777429e-05, + 1.0966724403260741e-05, + 1.0958856364595704e-05, + 1.0951031981676351e-05, + 1.0943240340566263e-05, + 1.0935465070360806e-05, + 1.0927655239356682e-05, + 1.0919837222900242e-05, + 1.0912005564023275e-05, + 1.0904192095040344e-05, + 1.0896396815951448e-05, + 1.0888616998272482e-05, + 1.0880849913519341e-05, + 1.0873119208554272e-05, + 1.0865404874493834e-05, + 1.0857711458811536e-05, + 1.085005987988552e-05, + 1.0842422852874734e-05, + 1.083479764929507e-05, + 1.0827209734998178e-05, + 1.0819636372616515e-05, + 1.081209848052822e-05, + 1.0804573321365751e-05, + 1.0797063623613212e-05, + 1.0789573934744112e-05, + 1.0782095159811433e-05, + 1.0774631846288685e-05, + 1.0767155799840111e-05, + 1.0759688848338556e-05, + 1.0752236448752228e-05, + 1.074479860108113e-05, + 1.073735529644182e-05, + 1.072992745321244e-05, + 1.0722510523919482e-05, + 1.0715109965531155e-05, + 1.0707725778047461e-05, + 1.0700355232984293e-05, + 1.0692996511352248e-05, + 1.0685649613151327e-05, + 1.0678337275749072e-05, + 1.0671040399756748e-05, + 1.0663745342753828e-05, + 1.0656464837666135e-05, + 1.064919342752546e-05, + 1.0641936569300015e-05, + 1.0634693353495095e-05, + 1.0627466508594807e-05, + 1.0620264220051467e-05, + 1.0613072845444549e-05, + 1.0605897841742262e-05, + 1.0598752851365134e-05, + 1.059164605976548e-05, + 1.0584532901702914e-05, + 1.0577435205050278e-05, + 1.057037206919631e-05, + 1.0563321666268166e-05, + 1.0556246706983075e-05, + 1.0549188118602615e-05, + 1.0542143172642682e-05, + 1.0535113688092679e-05 + ], + [ + 0.0078125, + 0.0033406985457986593, + 0.0027323865797370672, + 0.0023006347473710775, + 0.00205295835621655, + 0.001926605822518468, + 0.001811060938052833, + 0.001811060938052833, + 0.001667244709096849, + 0.0015615737065672874, + 0.0013656083028763533, + 0.0012268763966858387, + 0.0011272018309682608, + 0.0010383910266682506, + 0.0009848972549661994, + 0.0009248165297321975, + 0.0008604185422882438, + 0.0008056053193286061, + 0.0007424130453728139, + 0.0006780557450838387, + 0.0006277250358834863, + 0.0005845908308401704, + 0.000556898710783571, + 0.0005299440235830843, + 0.0005086440360173583, + 0.000492547289468348, + 0.00047651425120420754, + 0.0004607217269949615, + 0.00045057671377435327, + 0.00044163488200865686, + 0.00043508067028596997, + 0.00042772683082148433, + 0.00042031845077872276, + 0.00041228762711398304, + 0.00040211837040260434, + 0.0003923317708540708, + 0.00038267092895694077, + 0.00037227070424705744, + 0.000362629332812503, + 0.00035463538370095193, + 0.000346171495039016, + 0.0003378993715159595, + 0.0003306690778117627, + 0.0003238441131543368, + 0.00031826013582758605, + 0.0003134772996418178, + 0.0003094106214120984, + 0.000304930261336267, + 0.000300347717711702, + 0.00029483222169801593, + 0.00028865886270068586, + 0.0002816731866914779, + 0.00027486024191603065, + 0.00026795637677423656, + 0.0002608644717838615, + 0.0002535337407607585, + 0.0002465197758283466, + 0.0002395556221017614, + 0.000233414612011984, + 0.00022770173382014036, + 0.00022266153246164322, + 0.00021771073807030916, + 0.00021299805666785687, + 0.0002083387807942927, + 0.00020410370780155063, + 0.0002001264365389943, + 0.00019610393792390823, + 0.0001920346840051934, + 0.0001878737093647942, + 0.0001835752191254869, + 0.0001795361313270405, + 0.0001757549907779321, + 0.00017247440700884908, + 0.00016955645696725696, + 0.00016667001182213426, + 0.00016393679834436625, + 0.00016122339002322406, + 0.00015847977192606777, + 0.0001558198273414746, + 0.00015331752365455031, + 0.00015088477812241763, + 0.00014850612205918878, + 0.00014633934188168496, + 0.00014414741599466652, + 0.0001420129556208849, + 0.00013991750893183053, + 0.0001379756722599268, + 0.0001359453599434346, + 0.00013396365102380514, + 0.00013209502503741533, + 0.0001303023746004328, + 0.00012862280709668994, + 0.0001272423833142966, + 0.00012601405614987016, + 0.00012482854072004557, + 0.0001236531970789656, + 0.00012247392442077398, + 0.00012118633458158001, + 0.00011989958147751167, + 0.00011864217231050134, + 0.00011735555017367005, + 0.00011609452485572547, + 0.00011489696044009179, + 0.00011366345279384404, + 0.00011244999768678099, + 0.00011129400081699714, + 0.00011016532516805455, + 0.0001090428268071264, + 0.00010798104631248862, + 0.00010697069956222549, + 0.00010596459469525144, + 0.00010498821211513132, + 0.00010401847248431295, + 0.00010305601608706638, + 0.0001020932977553457, + 0.0001011512940749526, + 0.00010027123062172905, + 9.944855992216617e-05, + 9.86538507277146e-05, + 9.786588634597138e-05, + 9.710060840006918e-05, + 9.635352034820244e-05, + 9.557451994623989e-05, + 9.481181768933311e-05, + 9.409919584868476e-05, + 9.341198165202513e-05, + 9.269199654227123e-05, + 9.20153470360674e-05, + 9.135485743172467e-05, + 9.066124766832218e-05, + 8.994041854748502e-05, + 8.928000897867605e-05, + 8.860076195560396e-05, + 8.791992149781436e-05, + 8.727521344553679e-05, + 8.661858009872958e-05, + 8.598557178629562e-05, + 8.5376130300574e-05, + 8.477773371851072e-05, + 8.417682693107054e-05, + 8.362572407349944e-05, + 8.306434756377712e-05, + 8.251652616309002e-05, + 8.198169234674424e-05, + 8.143149898387492e-05, + 8.087798778433353e-05, + 8.033231279114261e-05, + 7.980359805515036e-05, + 7.928193372208625e-05, + 7.880115299485624e-05, + 7.832381379557773e-05, + 7.786031346768141e-05, + 7.739648572169244e-05, + 7.69233301980421e-05, + 7.645240111742169e-05, + 7.601425750181079e-05, + 7.55835571908392e-05, + 7.516780897276476e-05, + 7.47617959859781e-05, + 7.435015140799806e-05, + 7.393778651021421e-05, + 7.352200918830931e-05, + 7.311092485906556e-05, + 7.27249207557179e-05, + 7.23476114217192e-05, + 7.197869854280725e-05, + 7.1609829319641e-05, + 7.125039701350033e-05, + 7.090005237841979e-05, + 7.054947491269559e-05, + 7.019674376351759e-05, + 6.985906657064334e-05, + 6.95149356033653e-05, + 6.917084101587534e-05, + 6.883405148983002e-05, + 6.84972619637847e-05, + 6.816407403675839e-05, + 6.782983109587803e-05, + 6.750711327185854e-05, + 6.718809163430706e-05, + 6.688985740765929e-05, + 6.658771599177271e-05, + 6.628085975535214e-05, + 6.59738143440336e-05, + 6.567604577867314e-05, + 6.537797162309289e-05, + 6.508171645691618e-05, + 6.480365846073255e-05, + 6.453089008573443e-05, + 6.425932951970026e-05, + 6.39880308881402e-05, + 6.371991912601516e-05, + 6.3446415879298e-05, + 6.31771472399123e-05, + 6.291476893238723e-05, + 6.267366552492604e-05, + 6.24416206846945e-05, + 6.221899093361571e-05, + 6.199663039296865e-05, + 6.176930764922872e-05, + 6.153027061372995e-05, + 6.128858512965962e-05, + 6.10410061199218e-05, + 6.079788363422267e-05, + 6.056932033970952e-05, + 6.033896352164447e-05, + 6.010040669934824e-05, + 5.9871701523661613e-05, + 5.96342324570287e-05, + 5.939623588346876e-05, + 5.9176461945753545e-05, + 5.896120273973793e-05, + 5.874346607015468e-05, + 5.854474875377491e-05, + 5.8348527090856805e-05, + 5.815029362565838e-05, + 5.7949400797951967e-05, + 5.77459650230594e-05, + 5.754009907832369e-05, + 5.733620855608024e-05, + 5.713355494663119e-05, + 5.69386211282108e-05, + 5.675032298313454e-05, + 5.6562952522654086e-05, + 5.638062066282146e-05, + 5.620116644422524e-05, + 5.6025193771347404e-05, + 5.5849966884125024e-05, + 5.567017797147855e-05, + 5.5488617363153026e-05, + 5.530292764888145e-05, + 5.511180643225089e-05, + 5.490973126143217e-05, + 5.4721702326787636e-05, + 5.452791083371267e-05, + 5.4329819249687716e-05, + 5.4138021368999034e-05, + 5.395718108047731e-05, + 5.376070839702152e-05, + 5.356445399229415e-05, + 5.337785114534199e-05, + 5.319129195413552e-05, + 5.2995572332292795e-05, + 5.280416735331528e-05, + 5.2605668315663934e-05, + 5.239924939814955e-05, + 5.218414298724383e-05, + 5.19696441187989e-05, + 5.174968464416452e-05, + 5.152720041223802e-05, + 5.130811769049615e-05, + 5.108355253469199e-05, + 5.085636439616792e-05, + 5.0640803237911314e-05, + 5.041954864282161e-05, + 5.0204173021484166e-05, + 5.0006245146505535e-05, + 4.9815407692221925e-05, + 4.962055754731409e-05, + 4.943730527884327e-05, + 4.9257869250141084e-05, + 4.906887261313386e-05, + 4.887387694907375e-05, + 4.867984898737632e-05, + 4.847901072935201e-05, + 4.826458462048322e-05, + 4.80513772345148e-05, + 4.784023985848762e-05, + 4.7629884647903964e-05, + 4.74207554361783e-05, + 4.720960350823589e-05, + 4.7004181396914646e-05, + 4.679246194427833e-05, + 4.657650788431056e-05, + 4.635184450307861e-05, + 4.6127264795359224e-05, + 4.590098615153693e-05, + 4.5673550630453974e-05, + 4.544652983895503e-05, + 4.5226352085592225e-05, + 4.500649083638564e-05, + 4.478478876990266e-05, + 4.4569667807081714e-05, + 4.4357901060720906e-05, + 4.4152653572382405e-05, + 4.39495051978156e-05, + 4.375950084067881e-05, + 4.357242869446054e-05, + 4.3386666220612824e-05, + 4.320159860071726e-05, + 4.301350054447539e-05, + 4.282566806068644e-05, + 4.263611481292173e-05, + 4.244325828040019e-05, + 4.2251547711202875e-05, + 4.205737786833197e-05, + 4.18672279920429e-05, + 4.167881343164481e-05, + 4.1490387957310304e-05, + 4.1301100281998515e-05, + 4.1119044908555225e-05, + 4.094063115189783e-05, + 4.076349796378054e-05, + 4.0591588913230225e-05, + 4.041960710310377e-05, + 4.025096495752223e-05, + 4.008414543932304e-05, + 3.992015990661457e-05, + 3.9759052015142515e-05, + 3.9598009607288986e-05, + 3.944290438084863e-05, + 3.9290429413085803e-05, + 3.91400717489887e-05, + 3.8988109736237675e-05, + 3.8842754293000326e-05, + 3.869818465318531e-05, + 3.855221802950837e-05, + 3.84104969270993e-05, + 3.827064574579708e-05, + 3.81312238459941e-05, + 3.7991241697454825e-05, + 3.7855857954127714e-05, + 3.7724737921962515e-05, + 3.759486571652815e-05, + 3.746497895917855e-05, + 3.733933772309683e-05, + 3.721167740877718e-05, + 3.7083751522004604e-05, + 3.6960860597901046e-05, + 3.6839250242337584e-05, + 3.6721754440804943e-05, + 3.660683796624653e-05, + 3.649521022452973e-05, + 3.638515408965759e-05, + 3.6274741432862356e-05, + 3.616247704485431e-05, + 3.6046079912921414e-05, + 3.593102883314714e-05, + 3.581549026421271e-05, + 3.569883847376332e-05, + 3.5581782867666334e-05, + 3.54649055225309e-05, + 3.534988718456589e-05, + 3.523574196151458e-05, + 3.5119985113851726e-05, + 3.5004377423319966e-05, + 3.4889082598965615e-05, + 3.477545396890491e-05, + 3.466212365310639e-05, + 3.455092883086763e-05, + 3.4443488402757794e-05, + 3.433825258980505e-05, + 3.4235312341479585e-05, + 3.4134751331293955e-05, + 3.4034830605378374e-05, + 3.393526640138589e-05, + 3.383634248166345e-05, + 3.3738040656317025e-05, + 3.3639083994785324e-05, + 3.354063301230781e-05, + 3.344256037962623e-05, + 3.3344469557050616e-05, + 3.32485833496321e-05, + 3.315548747195862e-05, + 3.306600046926178e-05, + 3.2979405659716576e-05, + 3.289279993623495e-05, + 3.280825330875814e-05, + 3.272238973295316e-05, + 3.263830876676366e-05, + 3.255403134971857e-05, + 3.246896812925115e-05, + 3.238469798816368e-05, + 3.230026413802989e-05, + 3.221732913516462e-05, + 3.2133684726431966e-05, + 3.2048625143943354e-05, + 3.1963449146132916e-05, + 3.187863694620319e-05, + 3.1795192626304924e-05, + 3.171365460730158e-05, + 3.163164365105331e-05, + 3.155061131110415e-05, + 3.147065217490308e-05, + 3.139168256893754e-05, + 3.131309858872555e-05, + 3.123276474070735e-05, + 3.1153806048678234e-05, + 3.1074509024620056e-05, + 3.099739842582494e-05, + 3.092232145718299e-05, + 3.085200660279952e-05, + 3.078455483773723e-05, + 3.071854371228255e-05, + 3.065375130972825e-05, + 3.058823858737014e-05, + 3.052273314096965e-05, + 3.0457134926109575e-05, + 3.0389677704079077e-05, + 3.0321483791340142e-05, + 3.025344994966872e-05, + 3.0183879061951302e-05, + 3.011507033079397e-05, + 3.0044542654650286e-05, + 2.997403862536885e-05, + 2.9904407711001113e-05, + 2.98348913929658e-05, + 2.9767616069875658e-05, + 2.9701986932195723e-05, + 2.9636728868354112e-05, + 2.9572980565717444e-05, + 2.9510083550121635e-05, + 2.9447843189700507e-05, + 2.9385540983639657e-05, + 2.9322914997464977e-05, + 2.926120396296028e-05, + 2.9198563424870372e-05, + 2.9135968361515552e-05, + 2.9072763936710544e-05, + 2.9008937417529523e-05, + 2.8944337827851996e-05, + 2.8878732337034307e-05, + 2.881315231206827e-05, + 2.8746440875693224e-05, + 2.8679536626441404e-05, + 2.861417488020379e-05, + 2.8550357455969788e-05, + 2.8486969313235022e-05, + 2.8424488846212626e-05, + 2.8362734155962244e-05, + 2.8302412829361856e-05, + 2.824247167154681e-05, + 2.8183063477627002e-05, + 2.812464845192153e-05, + 2.8066975573892705e-05, + 2.801037044264376e-05, + 2.7953408789471723e-05, + 2.7897089239559136e-05, + 2.7840798793477006e-05, + 2.7785288693848997e-05, + 2.7730326110031456e-05, + 2.767560181382578e-05, + 2.762148687907029e-05, + 2.7567999495659024e-05, + 2.7514222892932594e-05, + 2.7460750061436556e-05, + 2.7406998924561776e-05, + 2.7352692995918915e-05, + 2.7299054636387154e-05, + 2.724437217693776e-05, + 2.719008261919953e-05, + 2.7136040444020182e-05, + 2.7081916414317675e-05, + 2.702783422137145e-05, + 2.6973311832989566e-05, + 2.6919251467916183e-05, + 2.6865778636420146e-05, + 2.6812689611688256e-05, + 2.6758963940665126e-05, + 2.670548747119028e-05, + 2.6652487576939166e-05, + 2.6598740078043193e-05, + 2.6545774744590744e-05, + 2.649259658937808e-05, + 2.6439473003847525e-05, + 2.6387055186205544e-05, + 2.6335519578424282e-05, + 2.628472793730907e-05, + 2.6233523385599256e-05, + 2.6183897716691718e-05, + 2.613492324599065e-05, + 2.6087147489306517e-05, + 2.6039684598799795e-05, + 2.5992654627771117e-05, + 2.5946479581762105e-05, + 2.5900111722876318e-05, + 2.585349284345284e-05, + 2.580623004178051e-05, + 2.57583124039229e-05, + 2.571011646068655e-05, + 2.566122930147685e-05, + 2.5612025638110936e-05, + 2.5563393137417734e-05, + 2.551532452343963e-05, + 2.5467694285907783e-05, + 2.5420325982850045e-05, + 2.5373350581503473e-05, + 2.532691360102035e-05, + 2.528083678043913e-05, + 2.5234608983737417e-05, + 2.5188512154272757e-05, + 2.514249354135245e-05, + 2.5096609533648007e-05, + 2.5051300326595083e-05, + 2.5005916540976614e-05, + 2.4961485905805603e-05, + 2.49178810918238e-05, + 2.48742253461387e-05, + 2.48315445787739e-05, + 2.4788911105133593e-05, + 2.47466450673528e-05, + 2.4705172108951956e-05, + 2.4663628209964372e-05, + 2.4622037017252296e-05, + 2.45803839789005e-05, + 2.45391911448678e-05, + 2.4498245693393983e-05, + 2.4456925530103035e-05, + 2.4415443476755172e-05, + 2.4373906853725202e-05, + 2.4332724933628924e-05, + 2.4292399757541716e-05, + 2.4252431103377603e-05, + 2.421285171294585e-05, + 2.4174252757802606e-05, + 2.4136023057508282e-05, + 2.40977624343941e-05, + 2.4059130737441592e-05, + 2.4019935153773986e-05, + 2.3980774130905047e-05, + 2.3941176550579257e-05, + 2.3901135136839002e-05, + 2.3861142835812643e-05, + 2.3821099603082985e-05, + 2.3781298295943998e-05, + 2.3741546101518907e-05, + 2.370203219470568e-05, + 2.3663174943067133e-05, + 2.362431405344978e-05, + 2.3585602320963517e-05, + 2.354725802433677e-05, + 2.3509504899266176e-05, + 2.347187910345383e-05, + 2.3434329705196433e-05, + 2.3396678443532437e-05, + 2.3359290935331956e-05, + 2.3321936168940738e-05, + 2.3284943381440826e-05, + 2.3247894205269404e-05, + 2.3211456209537573e-05, + 2.3175223759608343e-05, + 2.3139151380746625e-05, + 2.3103586499928497e-05, + 2.3068394511938095e-05, + 2.3032958779367618e-05, + 2.2997632186161354e-05, + 2.2962856746744365e-05, + 2.2928317775949836e-05, + 2.2893706045579165e-05, + 2.285907066834625e-05, + 2.2824453481007367e-05, + 2.278973079228308e-05, + 2.2755028112442233e-05, + 2.271980520163197e-05, + 2.2685166186420247e-05, + 2.2650758182862774e-05, + 2.2617115973844193e-05, + 2.2583613827009685e-05, + 2.2550289941136725e-05, + 2.2517591787618585e-05, + 2.248547025374137e-05, + 2.2453232304542325e-05, + 2.2420756067731418e-05, + 2.2388945581042208e-05, + 2.2357617126544937e-05, + 2.2327125407173298e-05, + 2.229638812423218e-05, + 2.226544893346727e-05, + 2.2235257347347215e-05, + 2.2204900233191438e-05, + 2.2174341211211868e-05, + 2.214363485109061e-05, + 2.211242463090457e-05, + 2.208098339906428e-05, + 2.2049436665838584e-05, + 2.2017744413460605e-05, + 2.198606489400845e-05, + 2.1954740077489987e-05, + 2.1923384338151664e-05, + 2.1892230506637134e-05, + 2.1861396817257628e-05, + 2.1830534024047665e-05, + 2.1800089598400518e-05, + 2.176979796786327e-05, + 2.1739770090789534e-05, + 2.170985499105882e-05, + 2.1680272766388953e-05, + 2.1650910639436916e-05, + 2.162166674679611e-05, + 2.1592131815850735e-05, + 2.156252412532922e-05, + 2.153310015273746e-05, + 2.1503785319509916e-05, + 2.1474686946021393e-05, + 2.144569589290768e-05, + 2.1416952222352847e-05, + 2.138849231414497e-05, + 2.1359932361519895e-05, + 2.1331476091290824e-05, + 2.1303087123669684e-05, + 2.1274800019455142e-05, + 2.1246407413855195e-05, + 2.1218222173047252e-05, + 2.119017153745517e-05, + 2.1162324628676288e-05, + 2.113458867825102e-05, + 2.110674358846154e-05, + 2.107869295286946e-05, + 2.1050846044090576e-05, + 2.1022626242483966e-05, + 2.0994340957258828e-05, + 2.0966128431609832e-05, + 2.093798502755817e-05, + 2.0909777958877385e-05, + 2.088158726110123e-05, + 2.085373125737533e-05, + 2.0826140826102346e-05, + 2.079881596728228e-05, + 2.0771913114003837e-05, + 2.0745073925354518e-05, + 2.0718618543469347e-05, + 2.0692157704615965e-05, + 2.066582783299964e-05, + 2.0639492504415102e-05, + 2.0613089873222634e-05, + 2.0586967366398312e-05, + 2.056080847978592e-05, + 2.0535244402708486e-05, + 2.0509860405582003e-05, + 2.048477836069651e-05, + 2.0459716324694455e-05, + 2.0434650650713593e-05, + 2.0409448552527465e-05, + 2.0383864466566592e-05, + 2.035833676927723e-05, + 2.0332709027570672e-05, + 2.0307044906076044e-05, + 2.0281378965592012e-05, + 2.025558569584973e-05, + 2.0229972506058402e-05, + 2.0204364773235284e-05, + 2.017905717366375e-05, + 2.0153713194304146e-05, + 2.012830736930482e-05, + 2.0102956113987602e-05, + 2.0077575754839927e-05, + 2.0052191757713445e-05, + 2.002719156735111e-05, + 2.0002282326458953e-05, + 1.997778053919319e-05, + 1.9953504306613468e-05, + 1.992939542105887e-05, + 1.9905626686522737e-05, + 1.9881874322891235e-05, + 1.9858169252984226e-05, + 1.9834480553981848e-05, + 1.981078094104305e-05, + 1.9787423298112117e-05, + 1.976396561076399e-05, + 1.9740724383154884e-05, + 1.9717557734111324e-05, + 1.9694518414326012e-05, + 1.9671633708640002e-05, + 1.9648623492685147e-05, + 1.9625487766461447e-05, + 1.9602375687099993e-05, + 1.9579225408961065e-05, + 1.9556342522264458e-05, + 1.9533283193595707e-05, + 1.9510294805513695e-05, + 1.9487461031530984e-05, + 1.946461634361185e-05, + 1.944178802659735e-05, + 1.9418977899476886e-05, + 1.9396327843423933e-05, + 1.9373665054445155e-05, + 1.935101863637101e-05, + 1.9328605048940517e-05, + 1.9306555259390734e-05, + 1.9284785594209097e-05, + 1.9262946807430126e-05, + 1.9241253539803438e-05, + 1.9219682144466788e-05, + 1.919812166306656e-05, + 1.9176652131136507e-05, + 1.9154955225531012e-05, + 1.9133272871840745e-05, + 1.911157596623525e-05, + 1.908984086185228e-05, + 1.906812030938454e-05, + 1.9046541638090275e-05, + 1.902523945318535e-05, + 1.9004077330464497e-05, + 1.8983027985086665e-05, + 1.8962065951200202e-05, + 1.8941163943964057e-05, + 1.8920170987257734e-05, + 1.8898783309850842e-05, + 1.8877461116062477e-05, + 1.88560807146132e-05, + 1.8834542061085813e-05, + 1.8813167116604745e-05, + 1.8792032278724946e-05, + 1.8771033865050413e-05, + 1.8750073650153354e-05, + 1.872917709988542e-05, + 1.8708265997702256e-05, + 1.868736944743432e-05, + 1.8666318283067085e-05, + 1.8645454474608414e-05, + 1.8624530639499426e-05, + 1.8603837816044688e-05, + 1.8583110431791283e-05, + 1.8562564946478233e-05, + 1.854210495366715e-05, + 1.852175046224147e-05, + 1.8501223166822456e-05, + 1.848087413236499e-05, + 1.8460559658706188e-05, + 1.844042526499834e-05, + 1.8420394553686492e-05, + 1.840042205003556e-05, + 1.8380622350377962e-05, + 1.836090268625412e-05, + 1.83411921170773e-05, + 1.832168345572427e-05, + 1.8302111129742116e-05, + 1.8282524251844734e-05, + 1.8263017409481108e-05, + 1.8243656086269766e-05, + 1.8224327504867688e-05, + 1.8204844309366308e-05, + 1.8185506633017212e-05, + 1.8166298104915768e-05, + 1.8147209630114958e-05, + 1.8128084775526077e-05, + 1.8108876247424632e-05, + 1.8089744116878137e-05, + 1.807070839277003e-05, + 1.8051638107863255e-05, + 1.8032596926786937e-05, + 1.8013697626884095e-05, + 1.7994989320868626e-05, + 1.797630829969421e-05, + 1.7957678210223094e-05, + 1.793912088032812e-05, + 1.792052535165567e-05, + 1.7902111721923575e-05, + 1.788361623766832e-05, + 1.7865084373624995e-05, + 1.7846587070380338e-05, + 1.7828224372351542e-05, + 1.7809825294534676e-05, + 1.7791497157304548e-05, + 1.7773198123904876e-05, + 1.77549482032191e-05, + 1.773691656126175e-05, + 1.771899769664742e-05, + 1.7701167962513864e-05, + 1.7683536498225294e-05, + 1.7665994164417498e-05, + 1.764862099662423e-05, + 1.7631315131438896e-05, + 1.7614031094126403e-05, + 1.7596832549315877e-05, + 1.757957215886563e-05, + 1.7562251741765067e-05, + 1.754501681716647e-05, + 1.7527789168525487e-05, + 1.7510665202280506e-05, + 1.749350303725805e-05, + 1.747632268234156e-05, + 1.7459287846577354e-05, + 1.7442194803152233e-05, + 1.7425245459889993e-05, + 1.740825791785028e-05, + 1.7391255823895335e-05, + 1.7374215531162918e-05, + 1.7357218894176185e-05, + 1.7340284102829173e-05, + 1.732329292281065e-05, + 1.7306305380770937e-05, + 1.728921961330343e-05, + 1.7272099285037257e-05, + 1.725512083794456e-05, + 1.7238271539099514e-05, + 1.7221344023710117e-05, + 1.7204518371727318e-05, + 1.718791463645175e-05, + 1.7171409126603976e-05, + 1.7154829038190655e-05, + 1.7138308976427652e-05, + 1.7121752534876578e-05, + 1.7105201550293714e-05, + 1.7088595996028744e-05, + 1.707222509139683e-05, + 1.7055856005754322e-05, + 1.7039661543094553e-05, + 1.702360350464005e-05, + 1.7007718270178884e-05, + 1.6991887605399825e-05, + 1.6976153347059153e-05, + 1.696028994047083e-05, + 1.6944386516115628e-05, + 1.692839214229025e-05, + 1.6912415958358906e-05, + 1.6896421584533527e-05, + 1.6880354451132007e-05, + 1.686428913671989e-05, + 1.6848262021085247e-05, + 1.6832373148645274e-05, + 1.6816466086311266e-05, + 1.6800653611426242e-05, + 1.6785101252025925e-05, + 1.6769567082519643e-05, + 1.6754071111790836e-05, + 1.6738646081648767e-05, + 1.6723295630072244e-05, + 1.670794517849572e-05, + 1.6692469216650352e-05, + 1.667688411544077e-05, + 1.666139178269077e-05, + 1.6645954019622877e-05, + 1.663049988565035e-05, + 1.661509850237053e-05, + 1.65998990269145e-05, + 1.6584677723585628e-05, + 1.6569389117648825e-05, + 1.6554353351239115e-05, + 1.6539277567062527e-05, + 1.6524292732356116e-05, + 1.6509395209141076e-05, + 1.6494477677042596e-05, + 1.647973658691626e-05, + 1.6464904547319748e-05, + 1.6450056136818603e-05, + 1.6435295037808828e-05, + 1.642046481720172e-05, + 1.640577283978928e-05, + 1.639104630157817e-05, + 1.637645618757233e-05, + 1.636188244447112e-05, + 1.634727232158184e-05, + 1.633272950130049e-05, + 1.6318186681019142e-05, + 1.6303576558129862e-05, + 1.628896643524058e-05, + 1.6274218069156632e-05, + 1.6259606127277948e-05, + 1.6245045117102563e-05, + 1.6230485925916582e-05, + 1.6215939467656426e-05, + 1.6201411199290305e-05, + 1.618695205252152e-05, + 1.617260932107456e-05, + 1.6158299331436865e-05, + 1.6143972970894538e-05, + 1.6129730283864774e-05, + 1.611560037417803e-05, + 1.610158506082371e-05, + 1.6087551557575352e-05, + 1.6073650840553455e-05, + 1.6059764675446786e-05, + 1.6046056771301664e-05, + 1.6032343410188332e-05, + 1.601853182364721e-05, + 1.600474934093654e-05, + 1.5990834071999416e-05, + 1.5976966096786782e-05, + 1.5963061741786078e-05, + 1.594907917024102e-05, + 1.5935143892420456e-05, + 1.592122316651512e-05, + 1.590738247614354e-05, + 1.589357270859182e-05, + 1.587984115758445e-05, + 1.5866315152379684e-05, + 1.5852820069994777e-05, + 1.5839465049793944e-05, + 1.5826077287783846e-05, + 1.5812622223165818e-05, + 1.5799243556102738e-05, + 1.5785752111696638e-05, + 1.5772211554576643e-05, + 1.5758745576022193e-05, + 1.574521593283862e-05, + 1.5731748135294765e-05, + 1.5718282156740315e-05, + 1.570487438584678e-05, + 1.5691497537773103e-05, + 1.567814797454048e-05, + 1.5664734746678732e-05, + 1.5651366993552074e-05, + 1.563801197335124e-05, + 1.5624671505065635e-05, + 1.5611360140610486e-05, + 1.5598112440784462e-05, + 1.5584844732075e-05, + 1.5571622498100623e-05, + 1.5558474842691794e-05, + 1.5545369024039246e-05, + 1.553239781060256e-05, + 1.5519590306212194e-05, + 1.5506822819588706e-05, + 1.5494100807700306e-05, + 1.5481495211133733e-05, + 1.5468811398022808e-05, + 1.545616760267876e-05, + 1.5443416486959904e-05, + 1.5430690837092698e-05, + 1.5417961549246684e-05, + 1.5405423255288042e-05, + 1.539292497909628e-05, + 1.53804703586502e-05, + 1.5368155800388195e-05, + 1.535581031930633e-05, + 1.534345756226685e-05, + 1.5331088434322737e-05, + 1.5318611986003816e-05, + 1.5306146451621316e-05, + 1.529363180452492e-05, + 1.5281133528333157e-05, + 1.5268675269908272e-05, + 1.5256212464009877e-05, + 1.5243775123963133e-05, + 1.523142145742895e-05, + 1.5219165106827859e-05, + 1.5207076103251893e-05, + 1.5195141713775229e-05, + 1.5183259165496565e-05, + 1.5171516679401975e-05, + 1.5159866052272264e-05, + 1.5148279999266379e-05, + 1.5136632100620773e-05, + 1.5124807760003023e-05, + 1.5113061635929625e-05, + 1.5101380995474756e-05, + 1.5089595763129182e-05, + 1.5077709576871712e-05, + 1.5065847037476487e-05, + 1.505396721768193e-05, + 1.5042095583339687e-05, + 1.5030233953439165e-05, + 1.5018423255241942e-05, + 1.5006636203906965e-05, + 1.4994981938798446e-05, + 1.4983379514887929e-05, + 1.4971828022680711e-05, + 1.496028562542051e-05, + 1.4948627722333185e-05, + 1.4936937986931298e-05, + 1.4925189134373795e-05, + 1.4913435734342784e-05, + 1.4901692338753492e-05, + 1.4889971680531744e-05, + 1.4878358342684805e-05, + 1.4866727724438533e-05, + 1.4855158951831982e-05, + 1.484366748627508e-05, + 1.483206324337516e-05, + 1.4820469004916959e-05, + 1.4808898413321003e-05, + 1.4797388757870067e-05, + 1.4785956409468781e-05, + 1.4774586816201918e-05, + 1.4763174476684071e-05, + 1.4751850358152296e-05, + 1.4740600818186067e-05, + 1.4729543181601912e-05, + 1.4718401871505193e-05, + 1.4707266927871387e-05, + 1.4696114703838248e-05, + 1.4685103451483883e-05, + 1.4674020349048078e-05, + 1.4662984540336765e-05, + 1.4651838682766538e-05, + 1.464077922719298e-05, + 1.462973978050286e-05, + 1.461876217945246e-05, + 1.460783005313715e-05, + 1.4596943401556928e-05, + 1.4586053111997899e-05, + 1.4575182831322309e-05, + 1.456430800317321e-05, + 1.4553375876857899e-05, + 1.4542349163093604e-05, + 1.4531445231114049e-05, + 1.452052401873516e-05, + 1.4509660104522482e-05, + 1.4498868949885946e-05, + 1.4488226042885799e-05, + 1.4477677723334637e-05, + 1.4467110304394737e-05, + 1.445646194042638e-05, + 1.444578174414346e-05, + 1.443509609089233e-05, + 1.4424354958464392e-05, + 1.441359654563712e-05, + 1.4402960005099885e-05, + 1.439231800759444e-05 + ], + [ + 0.0078125, + 0.0039290934801101685, + 0.0032722095493227243, + 0.002972411923110485, + 0.002522708149626851, + 0.0024691850412636995, + 0.0025288029573857784, + 0.0023500940296798944, + 0.0019990995060652494, + 0.0016901696799322963, + 0.0014150328934192657, + 0.0012144478969275951, + 0.0010639226529747248, + 0.0009631953435018659, + 0.0008995804819278419, + 0.0008550891070626676, + 0.000823753303848207, + 0.0008026370778679848, + 0.0007825082284398377, + 0.0007587791769765317, + 0.0007430237019434571, + 0.0007257617544382811, + 0.0007015041774138808, + 0.0006791311898268759, + 0.0006584135699085891, + 0.0006332551129162312, + 0.0005974978557787836, + 0.0005691208643838763, + 0.0005394820473156869, + 0.0005130949430167675, + 0.0004973953473381698, + 0.00047816033475100994, + 0.00046270122402347624, + 0.0004490971041377634, + 0.00043502135667949915, + 0.00042209948878735304, + 0.0004088771529495716, + 0.0003959627356380224, + 0.0003834189847111702, + 0.0003716187784448266, + 0.00036171311512589455, + 0.0003505439672153443, + 0.0003403588489163667, + 0.00032958987867459655, + 0.00031872643739916384, + 0.00031060786568559706, + 0.00030324162798933685, + 0.00029737784643657506, + 0.00029213912785053253, + 0.0002868259325623512, + 0.0002834165934473276, + 0.00027952028904110193, + 0.00027561106253415346, + 0.0002715621667448431, + 0.00026805573725141585, + 0.0002638941805344075, + 0.0002612476237118244, + 0.0002587791532278061, + 0.0002562403678894043, + 0.0002539937850087881, + 0.00025213119806721807, + 0.0002507483586668968, + 0.0002486984885763377, + 0.0002472367195878178, + 0.0002452383632771671, + 0.00024273591407109052, + 0.00024060609575826675, + 0.0002392410533502698, + 0.00023748044623062015, + 0.00023504302953369915, + 0.00023237208370119333, + 0.00022968024131841958, + 0.00022633487242273986, + 0.00022320302377920598, + 0.00022001394245307893, + 0.0002172683598473668, + 0.00021437766554299742, + 0.0002115100942319259, + 0.00020888827566523105, + 0.00020606555335689336, + 0.0002036161022260785, + 0.00020137398678343743, + 0.00019867655646521598, + 0.00019651030015666038, + 0.00019446431542746723, + 0.00019223759591113776, + 0.00019030591647606343, + 0.00018870391068048775, + 0.00018669282144401222, + 0.00018468256166670471, + 0.0001829355169320479, + 0.00018158688908442855, + 0.00018051351071335375, + 0.00017965486040338874, + 0.00017880364612210542, + 0.0001779598242137581, + 0.00017697701696306467, + 0.00017552576900925487, + 0.0001741031010169536, + 0.00017275402205996215, + 0.0001715200487524271, + 0.00017035097698681056, + 0.00016950852295849472, + 0.00016893638530746102, + 0.0001685853349044919, + 0.0001684974558884278, + 0.00016836517897900194, + 0.00016836517897900194, + 0.00016809889348223805, + 0.00016765572945587337, + 0.00016686387243680656, + 0.00016603631956968457, + 0.00016513177251908928, + 0.00016436468285974115, + 0.00016368871729355305, + 0.00016326858894899487, + 0.00016310071805492043, + 0.00016297458205372095, + 0.0001628061436349526, + 0.00016267973114736378, + 0.0001625530858291313, + 0.00016204739222303033, + 0.0001613360655028373, + 0.0001602615520823747, + 0.00015932477253954858, + 0.00015844027802813798, + 0.00015776405052747577, + 0.00015721141244284809, + 0.00015689722204115242, + 0.00015642766084056348, + 0.00015588304086122662, + 0.0001553035544930026, + 0.00015469016216229647, + 0.00015400607662741095, + 0.0001533283939352259, + 0.00015265699767041951, + 0.00015195559535641223, + 0.00015118856390472502, + 0.0001503226812928915, + 0.0001493623567512259, + 0.00014848595310468227, + 0.00014758719771634787, + 0.00014656617713626474, + 0.00014566163008566946, + 0.00014450907474383712, + 0.000143475437653251, + 0.00014230285887606442, + 0.0001412461424479261, + 0.0001402992638759315, + 0.00013945702812634408, + 0.00013862673949915916, + 0.0001378371089231223, + 0.00013714394299313426, + 0.00013626122381538153, + 0.00013544772809837013, + 0.0001346183562418446, + 0.0001338551373919472, + 0.00013302212755661458, + 0.00013225404836703092, + 0.0001315483241342008, + 0.0001307234779233113, + 0.0001299362484132871, + 0.00012923525355290622, + 0.0001284941245103255, + 0.0001278114359593019, + 0.00012723295367322862, + 0.00012675531615968794, + 0.00012628152035176754, + 0.00012585832155309618, + 0.00012567105295602232, + 0.00012555415742099285, + 0.0001254840026376769, + 0.00012564827920868993, + 0.00012574267748277634, + 0.00012583748321048915, + 0.00012583748321048915, + 0.00012571843399200588, + 0.00012538599548861384, + 0.00012484392209444195, + 0.000124122278066352, + 0.00012307030556257814, + 0.00012175402662251145, + 0.00012019663699902594, + 0.00011813962191808969, + 0.00011576990073081106, + 0.0001129838201450184, + 0.00011009131412720308, + 0.00010690409544622526, + 0.00010365559865022078, + 0.00010047017713077366, + 9.731991303851828e-05, + 9.4423427071888e-05, + 9.165284427581355e-05, + 8.914138015825301e-05, + 8.687873196322471e-05, + 8.478424570057541e-05, + 8.282621274702251e-05, + 8.095033990684897e-05, + 7.917815673863515e-05, + 7.74321670178324e-05, + 7.574063056381419e-05, + 7.412941340589896e-05, + 7.258899859152734e-05, + 7.112883758964017e-05, + 6.976837903494015e-05, + 6.845820462331176e-05, + 6.720379315083846e-05, + 6.600209599127993e-05, + 6.484708865173161e-05, + 6.373664655257016e-05, + 6.267151911742985e-05, + 6.165190279716626e-05, + 6.068744551157579e-05, + 5.9732112276833504e-05, + 5.882783079869114e-05, + 5.792218871647492e-05, + 5.7017568906303495e-05, + 5.613480243482627e-05, + 5.526048698811792e-05, + 5.4455034842249006e-05, + 5.3668758482672274e-05, + 5.294398215482943e-05, + 5.225937638897449e-05, + 5.161278386367485e-05, + 5.10009158460889e-05, + 5.040998075855896e-05, + 4.9815833335742354e-05, + 4.9242757086176425e-05, + 4.866447488893755e-05, + 4.809854362974875e-05, + 4.755044574267231e-05, + 4.699447890743613e-05, + 4.643625288736075e-05, + 4.586919385474175e-05, + 4.529383295448497e-05, + 4.473563967621885e-05, + 4.4177770178066567e-05, + 4.362132676760666e-05, + 4.3072399421362206e-05, + 4.2535662942100316e-05, + 4.201750925858505e-05, + 4.151160828769207e-05, + 4.1034058085642755e-05, + 4.0570936107542366e-05, + 4.0136037569027394e-05, + 3.970746183767915e-05, + 3.9303675293922424e-05, + 3.891159576596692e-05, + 3.853762609651312e-05, + 3.816572279902175e-05, + 3.779334656428546e-05, + 3.74347873730585e-05, + 3.7081499613123015e-05, + 3.673390892799944e-05, + 3.638771522673778e-05, + 3.6044177250005305e-05, + 3.5708217183128e-05, + 3.53789291693829e-05, + 3.5050223232246935e-05, + 3.473214019322768e-05, + 3.4410139051033184e-05, + 3.409177588764578e-05, + 3.3780248486436903e-05, + 3.346888843225315e-05, + 3.3167656511068344e-05, + 3.288240259280428e-05, + 3.259958612034097e-05, + 3.2325886422768235e-05, + 3.205340544809587e-05, + 3.178870974807069e-05, + 3.153373836539686e-05, + 3.129254037048668e-05, + 3.106278018094599e-05, + 3.083753472310491e-05, + 3.0613089620601386e-05, + 3.039103285118472e-05, + 3.0179562600096688e-05, + 2.997453702846542e-05, + 2.9777624149573967e-05, + 2.9590570193249732e-05, + 2.941219281638041e-05, + 2.924005275417585e-05, + 2.9073724363115616e-05, + 2.8914886570419185e-05, + 2.8760850909748115e-05, + 2.861229768313933e-05, + 2.8468251912272535e-05, + 2.8329925044090487e-05, + 2.819752444338519e-05, + 2.8068292522220872e-05, + 2.7943837267230265e-05, + 2.7824991775560193e-05, + 2.771004437818192e-05, + 2.7597287044045515e-05, + 2.7483982194098644e-05, + 2.7372812837711535e-05, + 2.7265223252470605e-05, + 2.7157289878232405e-05, + 2.705223232624121e-05, + 2.6945768695441075e-05, + 2.6840529244509526e-05, + 2.67370978690451e-05, + 2.6635034373612143e-05, + 2.653322553669568e-05, + 2.643163134052884e-05, + 2.6331730623496696e-05, + 2.6230358344037086e-05, + 2.613036849652417e-05, + 2.6033267204184085e-05, + 2.5935200028470717e-05, + 2.583796413091477e-05, + 2.5739014745340683e-05, + 2.5641727916081436e-05, + 2.5545363314449787e-05, + 2.545122151786927e-05, + 2.535976454964839e-05, + 2.5269708203268237e-05, + 2.5182765966746956e-05, + 2.509723162802402e-05, + 2.5012810510816053e-05, + 2.493026477168314e-05, + 2.4848572138580494e-05, + 2.476946247043088e-05, + 2.4691833459655754e-05, + 2.461543226672802e-05, + 2.4541990569559857e-05, + 2.44691673287889e-05, + 2.439793388475664e-05, + 2.432880864944309e-05, + 2.4260818463517353e-05, + 2.419359407213051e-05, + 2.412790126982145e-05, + 2.4063312594080344e-05, + 2.3999060431378894e-05, + 2.3933889679028653e-05, + 2.3867980416980572e-05, + 2.3803771910024807e-05, + 2.3740836695651524e-05, + 2.3677666831645183e-05, + 2.3614840756636113e-05, + 2.3554113795398735e-05, + 2.3494150809710845e-05, + 2.3434036847902462e-05, + 2.3375025193672627e-05, + 2.331694668100681e-05, + 2.325879358977545e-05, + 2.3201080693979748e-05, + 2.3144215447246097e-05, + 2.3086420696927235e-05, + 2.30294608627446e-05, + 2.2973537852521986e-05, + 2.2917678506928496e-05, + 2.286192284373101e-05, + 2.2806219931226224e-05, + 2.275072802149225e-05, + 2.2696222004015e-05, + 2.2642130716121756e-05, + 2.258843232993968e-05, + 2.2536120013683103e-05, + 2.248407508886885e-05, + 2.2431720935855992e-05, + 2.2380105292540975e-05, + 2.2328791601466946e-05, + 2.2278174583334476e-05, + 2.222732837253716e-05, + 2.2176049242261797e-05, + 2.2125450414023362e-05, + 2.2075102606322616e-05, + 2.202540599682834e-05, + 2.197610228904523e-05, + 2.1926762201474048e-05, + 2.187833160860464e-05, + 2.1829855541000143e-05, + 2.1781841496704146e-05, + 2.173408938688226e-05, + 2.1686677428078838e-05, + 2.1640113118337467e-05, + 2.1593672499875538e-05, + 2.1547759388340637e-05, + 2.150293039449025e-05, + 2.1457901311805472e-05, + 2.141332697647158e-05, + 2.1368985471781343e-05, + 2.1325404304661788e-05, + 2.1282692614477128e-05, + 2.1240031855995767e-05, + 2.1197374735493213e-05, + 2.1154844944248907e-05, + 2.111311914632097e-05, + 2.1071340597700328e-05, + 2.1030373318353668e-05, + 2.098962795571424e-05, + 2.094904448313173e-05, + 2.09086065297015e-05, + 2.0867631974397227e-05, + 2.082685568893794e-05, + 2.0786203094758093e-05, + 2.074569056276232e-05, + 2.0705356291728094e-05, + 2.066465276584495e-05, + 2.062406019831542e-05, + 2.05838823603699e-05, + 2.0543842765619047e-05, + 2.050413968390785e-05, + 2.0463887267396785e-05, + 2.042383493972011e-05, + 2.0383840819704346e-05, + 2.034378849202767e-05, + 2.0303843484725803e-05, + 2.0263971237000078e-05, + 2.0224721083650365e-05, + 2.0185800167382695e-05, + 2.0146955648669973e-05, + 2.0107458112761378e-05, + 2.0068058802280575e-05, + 2.0028712242492475e-05, + 1.9989709471701644e-05, + 1.995103775698226e-05, + 1.9912386051146314e-05, + 1.98730322154006e-05, + 1.983384572668001e-05, + 1.979453554667998e-05, + 1.9755605535465293e-05, + 1.9716720998985693e-05, + 1.9677887394209392e-05, + 1.9639495803858154e-05, + 1.9601564417826012e-05, + 1.9563451132853515e-05, + 1.9525637981132604e-05, + 1.9488261386868544e-05, + 1.9451244952506386e-05, + 1.941453774634283e-05, + 1.93776377273025e-05, + 1.934039028128609e-05, + 1.9303277440485545e-05, + 1.9266546587459743e-05, + 1.9230345060350373e-05, + 1.9194796550436877e-05, + 1.915936627483461e-05, + 1.9123997844872065e-05, + 1.9088729459326714e-05, + 1.9053424693993293e-05, + 1.901791983982548e-05, + 1.8982405890710652e-05, + 1.894742490549106e-05, + 1.8912722225650214e-05, + 1.887822145363316e-05, + 1.884393896034453e-05, + 1.8809565517585725e-05, + 1.8775184798869304e-05, + 1.874104782473296e-05, + 1.8707307390286587e-05, + 1.8674139937502332e-05, + 1.864086698333267e-05, + 1.8607466699904762e-05, + 1.8574311980046332e-05, + 1.8541461031418294e-05, + 1.850889384513721e-05, + 1.8476557670510374e-05, + 1.8444394299876876e-05, + 1.8411905330140144e-05, + 1.837956006056629e-05, + 1.8347438526689075e-05, + 1.8315231500309892e-05, + 1.8283113604411483e-05, + 1.825108120101504e-05, + 1.821909609134309e-05, + 1.818727469071746e-05, + 1.815578798414208e-05, + 1.812446498661302e-05, + 1.8093374819727615e-05, + 1.8062375602312386e-05, + 1.8031334548140876e-05, + 1.8000497220782563e-05, + 1.7969940017792396e-05, + 1.7939595636562444e-05, + 1.790951682778541e-05, + 1.7879359802464023e-05, + 1.784949745342601e-05, + 1.781950777512975e-05, + 1.7789720004657283e-05, + 1.7760094124241732e-05, + 1.7730784747982398e-05, + 1.770158633007668e-05, + 1.7672477042651735e-05, + 1.7643478713580407e-05, + 1.7614647731534205e-05, + 1.758587131917011e-05, + 1.7557376850163564e-05, + 1.752890420902986e-05, + 1.750063347571995e-05, + 1.7472504623583518e-05, + 1.7444457625970244e-05, + 1.741625055728946e-05, + 1.73883145180298e-05, + 1.7360722267767414e-05, + 1.733323915686924e-05, + 1.7306110748904757e-05, + 1.7279160601901822e-05, + 1.7252461475436576e-05, + 1.7225867850356735e-05, + 1.719938518363051e-05, + 1.717309896775987e-05, + 1.714715108391829e-05, + 1.7121639757533558e-05, + 1.7096203009714372e-05, + 1.7070806279662065e-05, + 1.7045844288077205e-05, + 1.7021291569108143e-05, + 1.6996888007270172e-05, + 1.697262268862687e-05, + 1.694849197519943e-05, + 1.6924481315072626e-05, + 1.690055250946898e-05, + 1.68768619914772e-05, + 1.6853138731676154e-05, + 1.682939546299167e-05, + 1.680579771345947e-05, + 1.678234366409015e-05, + 1.6759180653025396e-05, + 1.673612860031426e-05, + 1.6713189324946143e-05, + 1.669038465479389e-05, + 1.6667543604853563e-05, + 1.664498631726019e-05, + 1.662256363488268e-05, + 1.6600328308413737e-05, + 1.6578247596044093e-05, + 1.6556583432247862e-05, + 1.6534997484995984e-05, + 1.6513498849235475e-05, + 1.6492116628796794e-05, + 1.6470941773150116e-05, + 1.644994699745439e-05, + 1.642932511458639e-05, + 1.640880509512499e-05, + 1.638849062146619e-05, + 1.6368276192224585e-05, + 1.6348023564205505e-05, + 1.63276545208646e-05, + 1.6307471014442854e-05, + 1.6287158359773457e-05, + 1.626687662792392e-05, + 1.624659853405319e-05, + 1.6226393199758604e-05, + 1.6206489817705005e-05, + 1.6186872016987763e-05, + 1.6167230569408275e-05, + 1.614766733837314e-05, + 1.6128393326653168e-05, + 1.6109135685837828e-05, + 1.6089939890662208e-05, + 1.607082231203094e-05, + 1.6051819329732098e-05, + 1.603297278052196e-05, + 1.6014155335142277e-05, + 1.5995405192370526e-05, + 1.597663140273653e-05, + 1.5957844880176708e-05, + 1.5939100194373168e-05, + 1.5920411897241138e-05, + 1.5901645383564755e-05, + 1.5882993466220796e-05, + 1.5864392480580136e-05, + 1.5845873349462636e-05, + 1.5827388779143803e-05, + 1.5808911484782584e-05, + 1.579052877787035e-05, + 1.5772069673403166e-05, + 1.5753505067550577e-05, + 1.5734902262920514e-05, + 1.5716364941908978e-05, + 1.569780033605639e-05, + 1.5679263015044853e-05, + 1.566091123095248e-05, + 1.5642672224203125e-05, + 1.56245005200617e-05, + 1.5606343367835507e-05, + 1.5588233509333804e-05, + 1.5570289178867824e-05, + 1.55524248839356e-05, + 1.553435140522197e-05, + 1.551634159113746e-05, + 1.549839726067148e-05, + 1.548036925669294e-05, + 1.5462363080587238e-05, + 1.54444405779941e-05, + 1.5426532627316192e-05, + 1.5408701074193232e-05, + 1.5390953194582835e-05, + 1.537317621114198e-05, + 1.535537558083888e-05, + 1.5337633158196695e-05, + 1.531995258119423e-05, + 1.5302317478926852e-05, + 1.528480242996011e-05, + 1.526738196844235e-05, + 1.524993967905175e-05, + 1.5232603800541256e-05, + 1.5215606254059821e-05, + 1.5198556866380386e-05, + 1.5181564776867162e-05, + 1.5164546312007587e-05, + 1.5147627891565207e-05, + 1.5130871361179743e-05, + 1.511429036327172e-05, + 1.5097747564141173e-05, + 1.5081259334692731e-05, + 1.5064871149661485e-05, + 1.5048484783619642e-05, + 1.5032251212687697e-05, + 1.5016035831649788e-05, + 1.4999824998085387e-05, + 1.4983666005718987e-05, + 1.4967555216571782e-05, + 1.4951519005990122e-05, + 1.4935587387299165e-05, + 1.4919703971827403e-05, + 1.4903905139362905e-05, + 1.4888284567859955e-05, + 1.4872770407237113e-05, + 1.485727716499241e-05, + 1.4841859410807956e-05, + 1.482646621298045e-05, + 1.4811129403824452e-05, + 1.4796053619647864e-05, + 1.4781118807150051e-05, + 1.476625675422838e-05, + 1.4751623893971555e-05, + 1.4737114724994171e-05, + 1.4722661944688298e-05, + 1.4708378330396954e-05, + 1.4694054698338732e-05, + 1.467975107516395e-05, + 1.4665262824564707e-05, + 1.465081368223764e-05, + 1.4636384548794013e-05, + 1.4621935406466946e-05, + 1.460752719140146e-05, + 1.4593059859180357e-05, + 1.4578453374269884e-05, + 1.4563878721673973e-05, + 1.454934408684494e-05, + 1.4534936781274155e-05, + 1.4520656804961618e-05, + 1.4506599654851016e-05, + 1.4492537957266904e-05, + 1.4478516277449671e-05, + 1.446454189135693e-05, + 1.4450583876168821e-05, + 1.4436652236327063e-05, + 1.4422654203372076e-05, + 1.4408690731215756e-05, + 1.4394733625522349e-05, + 1.4380851098394487e-05, + 1.436702768842224e-05, + 1.4353318874782417e-05, + 1.4339549124997575e-05, + 1.432584485883126e-05, + 1.431213240721263e-05, + 1.4298500900622457e-05, + 1.4284914868767373e-05, + 1.4271307918534148e-05, + 1.4257735529099591e-05, + 1.4244075828173663e-05, + 1.4230442502594087e-05, + 1.4216827366908547e-05, + 1.4203187674866058e-05, + 1.4189643479767255e-05, + 1.4176238437357824e-05, + 1.4162887055135798e-05, + 1.4149569324217737e-05, + 1.4136285244603641e-05, + 1.4123031178314704e-05, + 1.4109821677266154e-05, + 1.40966612889315e-05, + 1.4083489077165723e-05, + 1.4070297766011208e-05, + 1.405707917001564e-05, + 1.4043746887182351e-05, + 1.4030319107405376e-05, + 1.4016834029462188e-05, + 1.4003469914314337e-05, + 1.3990155821375083e-05, + 1.3976909940538462e-05, + 1.3963698620500509e-05, + 1.3950492757430766e-05, + 1.3937351468484849e-05, + 1.3924242921348196e-05, + 1.391115893056849e-05, + 1.3897958524466958e-05, + 1.3884747204429004e-05, + 1.3871553164790384e-05, + 1.385839277645573e-05, + 1.3845296962244902e-05, + 1.3832154763804283e-05, + 1.3818952538713347e-05, + 1.380567300657276e-05, + 1.3792420759273227e-05, + 1.3779215805698186e-05, + 1.3765959920419846e-05, + 1.3752740414929576e-05, + 1.3739540918322746e-05, + 1.3726273209613282e-05, + 1.3713070075027645e-05, + 1.3699906958208885e-05, + 1.3686687452718616e-05, + 1.3673553439730313e-05, + 1.36604658109718e-05, + 1.3647380001202691e-05, + 1.3634332390211057e-05, + 1.3621308426081669e-05, + 1.3608321751235053e-05, + 1.3595374184660614e-05, + 1.3582463907368947e-05, + 1.3569590009865351e-05, + 1.3556747944676317e-05, + 1.3543918612413108e-05, + 1.3531206604966428e-05, + 1.3518520063371398e-05, + 1.3505955394066405e-05, + 1.3493352525983937e-05, + 1.3480822417477611e-05, + 1.3468407814798411e-05, + 1.3456186024995986e-05, + 1.3444002433971036e-05, + 1.3431987099465914e-05, + 1.3420004506770056e-05, + 1.3408127415459603e-05, + 1.3396286703937221e-05, + 1.338448237220291e-05, + 1.3372706234804355e-05, + 1.3360985576582607e-05, + 1.3349263099371456e-05, + 1.3337570635485463e-05, + 1.3325897270988207e-05, + 1.3314282114151865e-05, + 1.3302709703566507e-05, + 1.329119004367385e-05, + 1.3279723134473898e-05, + 1.3268319889903069e-05, + 1.3256936654215679e-05, + 1.3245560694485903e-05, + 1.3234202924650162e-05, + 1.3222832421888597e-05, + 1.3211489203968085e-05, + 1.3200136891100556e-05, + 1.3188810953579377e-05, + 1.317754686169792e-05, + 1.3166284588805865e-05, + 1.3155055057723075e-05, + 1.3143845535523724e-05, + 1.313265511271311e-05, + 1.3121522897563409e-05, + 1.3110252439219039e-05, + 1.3099015632178634e-05, + 1.3087767001707107e-05, + 1.3076464711048175e-05, + 1.306518151977798e-05, + 1.3053956536168698e-05, + 1.3042629689152818e-05, + 1.3031337402935605e-05, + 1.3020030564803164e-05, + 1.3008687346882652e-05, + 1.299733321502572e-05, + 1.2985935427423101e-05, + 1.2974557648703922e-05, + 1.2963188055437058e-05, + 1.2951838471053634e-05, + 1.2940506167069543e-05, + 1.2929238437209278e-05, + 1.2917991625727154e-05, + 1.290677028009668e-05, + 1.2895627151010558e-05, + 1.2884512216260191e-05, + 1.2873399100499228e-05, + 1.2862321455031633e-05, + 1.2851217434217688e-05, + 1.2840080671594478e-05, + 1.2828971193812322e-05, + 1.2817888091376517e-05, + 1.2806859558622818e-05, + 1.2795857401215471e-05, + 1.2784882528649177e-05, + 1.277398769161664e-05, + 1.2763087397615891e-05, + 1.275221165997209e-05, + 1.2741362297674641e-05, + 1.2730503840430174e-05, + 1.271967266802676e-05, + 1.2708866961474996e-05, + 1.2698112186626531e-05, + 1.2687376511166804e-05, + 1.2676676306000445e-05, + 1.2666001566685736e-05, + 1.2655353202717379e-05, + 1.2644742128031794e-05, + 1.2634108315978665e-05, + 1.2623463589989115e-05, + 1.2612843420356512e-05, + 1.260224871657556e-05, + 1.2591694940056186e-05, + 1.2581190276250709e-05, + 1.257074109162204e-05, + 1.2560293725982774e-05, + 1.2549871826195158e-05, + 1.2539497220132034e-05, + 1.2529130799521226e-05, + 1.2518814401119016e-05, + 1.250847981282277e-05, + 1.2498151590989437e-05, + 1.2487847925513051e-05, + 1.2477512427722104e-05, + 1.2467202395782806e-05, + 1.2456915101211052e-05, + 1.244668510480551e-05, + 1.2436453289410565e-05, + 1.2426266039256006e-05, + 1.2416102435963694e-05, + 1.240595884155482e-05, + 1.2395839803502895e-05, + 1.2385721674945671e-05, + 1.237562537426129e-05, + 1.2365559996396769e-05, + 1.2355530998320319e-05, + 1.2345588402240537e-05, + 1.2335666724538896e-05, + 1.2325771422183607e-05, + 1.2315885214775335e-05, + 1.2306025382713415e-05, + 1.2296219210838899e-05, + 1.2286453966225963e-05, + 1.2276673260203097e-05, + 1.2266913472558372e-05, + 1.2257209164090455e-05, + 1.2247529411979485e-05, + 1.2237873306730762e-05, + 1.2228224477439653e-05, + 1.2218556548759807e-05, + 1.2208982298034243e-05, + 1.219942896568682e-05, + 1.2189844710519537e-05, + 1.2180303201603238e-05, + 1.2170780792075675e-05, + 1.216124655911699e-05, + 1.2151688679296058e-05, + 1.2142177183704916e-05, + 1.2132696610933635e-05, + 1.212323422805639e-05, + 1.2113792763557285e-05, + 1.2104367669962812e-05, + 1.2094974408682901e-05, + 1.2085579328413587e-05, + 1.2076206076017115e-05, + 1.2066860108461697e-05, + 1.2057558706146665e-05, + 1.20482918646303e-05, + 1.2039033208566252e-05, + 1.2029776371491607e-05, + 1.2020587746519595e-05, + 1.201141822093632e-05, + 1.2002266885247082e-05, + 1.1993122825515456e-05, + 1.1983969670836814e-05, + 1.1974847438978031e-05, + 1.1965768862864934e-05, + 1.1956710295635276e-05, + 1.1947669918299653e-05, + 1.1938647730858065e-05, + 1.1929681022593286e-05, + 1.192075706057949e-05, + 1.1911819456145167e-05, + 1.1902899132110178e-05, + 1.1893996088474523e-05, + 1.1885110325238202e-05, + 1.1876274584210478e-05, + 1.1867399734910578e-05, + 1.1858523976115976e-05, + 1.1849673683173023e-05, + 1.1840841580124106e-05, + 1.183206131827319e-05, + 1.1823295608337503e-05, + 1.181453717435943e-05, + 1.1805796930275392e-05, + 1.1797052138717845e-05, + 1.1788340088969562e-05, + 1.177965896204114e-05, + 1.1771008757932577e-05, + 1.1762374015233945e-05, + 1.1753756552934647e-05, + 1.1745179108402226e-05, + 1.1736627129721455e-05, + 1.172805787064135e-05, + 1.1719595022441354e-05, + 1.1711154002114199e-05, + 1.1702729352691676e-05, + 1.1694361091940664e-05, + 1.1686031939461827e-05, + 1.167771733889822e-05, + 1.1669416380755138e-05, + 1.1661136340990197e-05, + 1.1652871762635186e-05, + 1.1644589903880842e-05, + 1.1636301678663585e-05, + 1.1628038919297978e-05, + 1.1619791621342301e-05, + 1.1611525223997887e-05, + 1.1603311577346176e-05, + 1.1595160685828887e-05, + 1.1587043445615564e-05, + 1.1578950761759188e-05, + 1.1570873539312743e-05, + 1.156281814473914e-05, + 1.1554779121070169e-05, + 1.154675646830583e-05, + 1.1538737453520298e-05, + 1.1530733900144696e-05, + 1.1522745808179025e-05, + 1.151477135863388e-05, + 1.150683601736091e-05, + 1.1498913409013767e-05, + 1.1491008990560658e-05, + 1.1483090020192321e-05, + 1.147518378274981e-05, + 1.1467277545307297e-05, + 1.145938949775882e-05, + 1.1451508726167958e-05, + 1.1443622497608885e-05, + 1.1435753549449146e-05, + 1.1427880053815898e-05, + 1.1419998372730333e-05, + 1.1412141248001717e-05, + 1.140432505053468e-05, + 1.1396465197321959e-05, + 1.1388613529561553e-05, + 1.1380805517546833e-05, + 1.1373011147952639e-05, + 1.1365282261976972e-05, + 1.1357556104485411e-05, + 1.1349856322340202e-05, + 1.1342192919983063e-05, + 1.13345167847001e-05, + 1.1326855201332364e-05, + 1.1319219083816279e-05, + 1.1311582056805491e-05, + 1.1303936844342388e-05, + 1.1296276170469355e-05, + 1.1288622772553936e-05, + 1.1280983926553745e-05, + 1.1273309610260185e-05, + 1.1265674402238801e-05, + 1.125805101764854e-05, + 1.1250442184973508e-05, + 1.1242832442803774e-05, + 1.1235236343054567e-05, + 1.1227659342694096e-05, + 1.1220075066376012e-05, + 1.1212500794499647e-05, + 1.1204938346054405e-05, + 1.1197412277397234e-05, + 1.1189900760655291e-05, + 1.1182411981280893e-05, + 1.1174959581694566e-05, + 1.1167540833412204e-05, + 1.1160133908560965e-05, + 1.1152720617246814e-05, + 1.1145306416437961e-05, + 1.1137853107356932e-05, + 1.1130388884339482e-05, + 1.1122932846774347e-05, + 1.111549045162974e-05, + 1.1108071703347377e-05, + 1.1100625670223963e-05, + 1.109319146053167e-05, + 1.1085750884376466e-05, + 1.1078287570853718e-05, + 1.1070865184592549e-05, + 1.106344279833138e-05, + 1.1056021321564913e-05, + 1.1048614396713674e-05, + 1.1041211109841242e-05, + 1.1033829650841653e-05, + 1.1026436368410941e-05, + 1.1019057637895457e-05, + 1.1011701644747518e-05, + 1.1004391126334667e-05, + 1.0997088793374132e-05, + 1.0989806469297037e-05, + 1.0982546882587485e-05, + 1.097530093829846e-05, + 1.0968068636429962e-05, + 1.0960836334561463e-05, + 1.0953617675113492e-05, + 1.0946412658086047e-05, + 1.0939224011963233e-05, + 1.0932047189271543e-05, + 1.092488400900038e-05, + 1.0917706276813988e-05, + 1.0910543096542824e-05, + 1.0903389011218678e-05 + ] + ], + "stabilities": [ + [ + 1.0, + 1.0, + 0.5422534942626953, + 0.5714285373687744, + 0.5, + 1.0, + 1.0, + 1.0, + 0.8333333134651184, + 1.0, + 1.0, + 0.9090908765792847, + 1.0, + 0.75, + 0.6666666269302368, + 0.8333333134651184, + 1.0, + 1.0, + 1.0, + 0.8999999761581421, + 1.0, + 1.0, + 0.9545454382896423, + 1.0, + 0.8400000333786011, + 0.761904776096344, + 0.625, + 1.0, + 0.9230769276618958, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8974359035491943, + 0.9714285731315613, + 0.6764705777168274, + 0.8695652484893799, + 0.8999999761581421, + 1.0, + 0.8947368264198303, + 1.0, + 1.0, + 0.95652174949646, + 1.0, + 0.9090908765792847, + 1.0, + 0.8571428656578064, + 0.8888888955116272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.875, + 0.8857142925262451, + 1.0, + 1.0, + 0.925000011920929, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8199999928474426, + 1.0, + 0.9512194991111755, + 0.8717948794364929, + 1.0, + 0.9473684430122375, + 1.0, + 1.0, + 0.9729729890823364, + 0.8888888955116272, + 0.84375, + 1.0, + 0.90625, + 0.8620689511299133, + 1.0, + 0.8461538553237915, + 1.0, + 0.6818181872367859, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9583333134651184, + 1.0, + 1.0, + 0.8965517282485962, + 0.8846153616905212, + 1.0, + 1.0, + 1.0, + 0.9655172228813171, + 0.9642857313156128, + 0.8888888955116272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.95652174949646, + 0.9545454382896423, + 0.976190447807312, + 1.0, + 0.9523809552192688, + 0.8999999761581421, + 0.8611111044883728, + 0.9677419662475586, + 0.9666666388511658, + 0.9655172228813171, + 1.0, + 1.0, + 0.9210526347160339, + 1.0, + 0.9210526347160339, + 1.0, + 0.9166666865348816, + 0.7878787517547607, + 0.9230769276618958, + 0.9583333134651184, + 1.0, + 1.0, + 0.9642857313156128, + 1.0, + 0.9677419662475586, + 0.9666666388511658, + 0.7586206793785095, + 0.9090908765792847, + 0.800000011920929, + 0.9375, + 1.0, + 1.0, + 1.0, + 0.9615384340286255, + 1.0, + 0.8965517282485962, + 1.0, + 1.0, + 0.9285714030265808, + 1.0, + 0.9375, + 0.9333333373069763, + 0.6785714626312256, + 0.8947368264198303, + 0.5882352590560913, + 1.0, + 0.6000000238418579, + 0.5, + 1.0, + 1.0, + 0.6000000238418579, + 0.0, + NaN, + 1.0, + 1.0, + 0.800000011920929, + 1.0, + 1.0, + 0.5, + 1.0, + 0.3999999761581421, + 1.0, + 0.6666666269302368, + 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, + 1.0, + 1.0, + 0.9813084006309509, + 1.0, + 0.9906832575798035, + 1.0, + 0.971875011920929, + 0.9903537034988403, + 0.9870129823684692, + 0.9703947305679321, + 0.9864406585693359, + 1.0, + 0.9965928196907043, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920508861541748, + 0.9903846383094788, + 0.9870550036430359, + 1.0, + 0.9837133288383484, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907692074775696, + 1.0, + 0.9751552939414978, + 1.0, + 1.0, + 0.9937499761581421, + 1.0, + 1.0, + 1.0, + 0.983146071434021, + 1.0, + 1.0, + 1.0, + 0.9918699264526367, + 1.0, + 1.0, + 0.9895012974739075, + 1.0, + 0.9739583134651184, + 0.9893048405647278, + 1.0, + 1.0, + 1.0, + 0.9666666388511658, + 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, + 0.9910203814506531, + 1.0, + 1.0, + 1.0, + 0.9794420003890991, + 0.9850075244903564, + 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, + 0.9929922819137573, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9669837951660156, + 1.0, + 1.0, + 0.9966310858726501, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977924823760986, + 0.9774336218833923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9833472371101379, + 1.0, + 1.0, + 1.0, + 0.9800244569778442, + 1.0, + 0.9863579869270325, + 0.9966471195220947, + 0.9945332407951355, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996508359909058, + 1.0, + 1.0, + 0.9993190169334412, + 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, + 0.9958333373069763, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947928786277771, + 1.0, + 0.9983349442481995, + 1.0, + 1.0, + 1.0, + 0.9934148788452148, + 0.9825994372367859, + 0.9891579151153564, + 0.9839240312576294, + 0.9977719783782959, + 0.9764297008514404, + 0.9893279075622559, + 1.0, + 0.9789552688598633, + 1.0, + 1.0, + 1.0, + 0.9960312247276306, + 0.9917818307876587, + 1.0, + 1.0, + 1.0, + 0.9992756247520447, + 1.0, + 1.0, + 1.0, + 0.993004560470581, + 1.0, + 0.9997668862342834, + 0.9855427145957947, + 1.0, + 0.9940863251686096, + 1.0, + 1.0, + 0.9912853837013245, + 1.0, + 1.0, + 1.0, + 0.9979686141014099, + 0.991631805896759, + 0.9781047105789185, + 0.984376847743988, + 0.9985787272453308, + 1.0, + 0.9955288767814636, + 1.0, + 0.9793062806129456, + 1.0, + 0.9957310557365417, + 1.0, + 1.0, + 0.9942891001701355, + 1.0, + 0.9992955327033997, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912688732147217, + 0.9990848898887634, + 1.0, + 1.0, + 1.0, + 0.9937092661857605, + 1.0, + 1.0, + 0.9947356581687927, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9840869307518005, + 1.0, + 1.0, + 1.0, + 0.9941973090171814, + 1.0, + 0.9990317821502686, + 1.0, + 0.998256504535675, + 0.9887444376945496, + 1.0, + 0.9990242123603821, + 0.9773393273353577, + 0.9906056523323059, + 0.9995964765548706, + 1.0, + 0.9915611743927002, + 0.9971631169319153, + 1.0, + 0.9806060791015625, + 1.0, + 0.9900532960891724, + 0.9879854917526245, + 1.0, + 0.9910295009613037, + 0.9877907633781433, + 0.9936068058013916, + 0.9948525428771973, + 1.0, + 1.0, + 0.9955142736434937, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987319111824036, + 1.0, + 1.0, + 0.9975229501724243, + 0.9987584352493286, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976472854614258, + 1.0, + 1.0, + 1.0, + 0.9996109008789062, + 0.9982483386993408, + 0.9937609434127808, + 1.0, + 0.9879330396652222, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996436595916748, + 0.9939770102500916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998164772987366, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913929104804993, + 0.9989369511604309, + 0.983150064945221, + 1.0, + 0.9994649291038513, + 1.0, + 1.0, + 0.9868467450141907, + 1.0, + 1.0, + 1.0, + 0.9939435720443726, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984906911849976, + 1.0, + 0.9996649622917175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970765113830566, + 0.9998371005058289, + 1.0, + 1.0, + 1.0, + 0.9966205358505249, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946409463882446, + 0.9967672228813171, + 0.9966022968292236, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955947399139404, + 1.0, + 0.9923838376998901, + 1.0, + 1.0, + 0.9934331178665161, + 1.0, + 0.9980073571205139, + 1.0, + 0.9986191987991333, + 1.0, + 0.9998465776443481, + 1.0, + 1.0, + 0.9971005916595459, + 1.0, + 0.9993900656700134, + 0.9983216524124146, + 0.9986245036125183, + 0.9912763833999634, + 0.9979928731918335, + 1.0, + 1.0, + 0.9875365495681763, + 0.9971953630447388, + 0.9998437762260437, + 1.0, + 0.9940791726112366, + 1.0, + 1.0, + 1.0, + 0.9951945543289185, + 0.9967289566993713, + 0.9940615892410278, + 0.9959126114845276, + 1.0, + 1.0, + 0.9974775314331055, + 0.9900426864624023, + 1.0, + 1.0, + 0.9938242435455322, + 1.0, + 0.9933344125747681, + 1.0, + 0.9961771368980408, + 0.9977614283561707, + 0.9983974099159241, + 0.9988763928413391, + 0.9980716705322266, + 0.9988729953765869, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992130994796753, + 0.9965348839759827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970597624778748, + 1.0, + 0.9981375336647034, + 0.9975120425224304, + 0.9985970258712769, + 1.0, + 1.0, + 0.9973914623260498, + 1.0, + 1.0, + 0.9923242330551147, + 1.0, + 0.998003363609314, + 0.9939981698989868, + 1.0, + 0.993661105632782, + 0.9959545731544495, + 1.0, + 0.9992221593856812, + 1.0, + 1.0, + 1.0, + 0.9939898252487183, + 0.9993798732757568, + 1.0, + 0.998604416847229, + 0.9995341897010803, + 0.9981358051300049, + 0.9877042770385742, + 1.0, + 0.99764484167099, + 1.0, + 0.9996860027313232, + 1.0, + 1.0, + 1.0, + 0.999687671661377, + 1.0, + 0.997356116771698, + 1.0, + 0.9958093762397766, + 0.9940773248672485, + 0.9992160797119141, + 0.9918406009674072, + 0.9944629073143005, + 1.0, + 1.0, + 0.9976340532302856, + 0.9993675947189331, + 1.0, + 1.0, + 1.0, + 0.997350811958313, + 0.9998437762260437, + 0.9960931539535522, + 1.0, + 1.0, + 1.0, + 0.9965640902519226, + 0.9923209547996521, + 0.993682861328125, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960548877716064, + 1.0, + 0.9808604717254639, + 0.9877439141273499, + 1.0, + 0.9955990314483643, + 0.999836266040802, + 0.9967250823974609, + 1.0, + 0.9876847267150879, + 1.0, + 0.9950182437896729, + 1.0, + 1.0, + 0.9988448619842529, + 0.993722140789032, + 1.0, + 1.0, + 1.0, + 0.9919368028640747, + 1.0, + 1.0, + 0.998353123664856, + 1.0, + 0.9942424893379211, + 0.9844473600387573, + 0.9984874129295349, + 0.9905740022659302, + 1.0, + 1.0, + 0.9943048357963562, + 1.0, + 0.9984980225563049, + 1.0, + 1.0, + 0.9986675381660461, + 1.0, + 1.0, + 0.9973987936973572, + 1.0, + 0.9941691160202026, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993039071559906, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982826113700867, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986202716827393, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972001314163208, + 0.9982267022132874, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992657899856567, + 1.0, + 0.9983903765678406, + 0.9997068643569946, + 0.9998533725738525, + 0.9989736080169678, + 0.9983854293823242, + 1.0, + 0.9991188049316406, + 1.0, + 0.9988247156143188, + 1.0, + 0.999559223651886, + 1.0, + 1.0, + 0.9939767718315125, + 1.0, + 0.99733966588974, + 0.9982216954231262, + 0.9973278045654297, + 1.0, + 1.0, + 0.9965839982032776, + 0.9985097050666809, + 0.9967164397239685, + 0.9952081441879272, + 1.0, + 0.999699592590332, + 1.0, + 0.9974585175514221, + 0.9994004964828491, + 1.0, + 1.0, + 0.9997017979621887, + 1.0, + 1.0, + 1.0, + 0.9991081953048706, + 0.9998512268066406, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975171685218811, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998555779457092, + 1.0, + 1.0, + 0.9930835962295532, + 1.0, + 1.0, + 0.9979721903800964, + 1.0, + 0.9995645880699158, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997137188911438, + 0.9968499541282654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998566508293152, + 1.0, + 1.0, + 1.0, + 0.9982854723930359, + 0.9997137784957886, + 0.9958482384681702, + 0.9976998567581177, + 0.9998559355735779, + 1.0, + 0.9995689392089844, + 1.0, + 0.9978494644165039, + 0.998275876045227, + 1.0, + 0.9951093196868896, + 0.9979763031005859, + 0.9998551607131958, + 0.9940605759620667, + 0.9969396591186523, + 1.0, + 0.9989804625511169, + 0.9997084140777588, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995660781860352, + 0.9934886693954468, + 1.0, + 0.9954850077629089, + 1.0, + 0.9992685914039612, + 1.0, + 0.9995626211166382, + 0.9998541474342346, + 0.9991247057914734, + 0.9998539686203003, + 0.9940128326416016, + 0.9972087740898132, + 0.9997053742408752, + 1.0, + 0.9973517656326294, + 1.0, + 0.9995594024658203, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970832467079163, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996796727180481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995700120925903, + 0.9997132420539856, + 1.0, + 1.0, + 0.9969892501831055, + 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, + 0.9990144968032837, + 0.9976043105125427, + 0.9998587369918823, + 0.9997174143791199, + 1.0, + 0.9961858987808228, + 1.0, + 1.0, + 0.9973235726356506, + 1.0, + 0.9980228543281555, + 1.0, + 1.0, + 1.0, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 0.998878002166748, + 0.9964897632598877, + 0.9977455139160156, + 0.9998587965965271, + 1.0, + 1.0, + 1.0, + 0.9998606443405151, + 0.9995818734169006, + 1.0, + 1.0, + 0.9973515272140503, + 0.9998602271080017, + 0.9997204542160034, + 0.9965044856071472, + 1.0, + 1.0, + 0.9971945285797119, + 1.0, + 0.9973273277282715, + 1.0, + 1.0, + 0.9995768666267395, + 1.0, + 0.9998589754104614, + 1.0, + 1.0, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997199773788452, + 0.9997198581695557, + 1.0, + 1.0, + 1.0, + 0.9971996545791626, + 0.9998595714569092, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999579668045044, + 0.9984580874443054, + 1.0, + 1.0, + 0.9976140260696411, + 0.9964828491210938, + 1.0, + 0.9997183680534363, + 0.9969013929367065, + 1.0, + 1.0, + 0.9995783567428589, + 1.0, + 0.9995782971382141 + ], + [ + 1.0, + 1.0, + 1.0, + 0.8309455513954163, + 0.6000000238418579, + 1.0, + 0.0, + NaN, + 0.875, + 1.0, + 1.0, + 0.9411764740943909, + 1.0, + 0.7222222089767456, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7755101919174194, + 1.0, + 0.9069767594337463, + 0.8461538553237915, + 1.0, + 1.0, + 0.692307710647583, + 0.9259259104728699, + 0.7599999904632568, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8863636255264282, + 1.0, + 1.0, + 0.9347826242446899, + 1.0, + 0.8604651093482971, + 0.8918918967247009, + 0.8787878751754761, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9607843160629272, + 1.0, + 0.9494949579238892, + 1.0, + 1.0, + 1.0, + 0.9719626307487488, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9271523356437683, + 0.9428571462631226, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937106966972351, + 1.0, + 1.0, + 0.9580838084220886, + 1.0, + 1.0, + 1.0, + 0.9722222089767456, + 1.0, + 1.0, + 0.989847719669342, + 1.0, + 0.9795918464660645, + 0.8541666865348816, + 0.9207317233085632, + 0.9933775067329407, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9850000143051147, + 1.0, + 1.0, + 0.985981285572052, + 1.0, + 1.0, + 0.9771689772605896, + 0.9813084006309509, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9617021083831787, + 0.9601770043373108, + 0.9907833933830261, + 1.0, + 0.9954338073730469, + 1.0, + 1.0, + 1.0, + 0.9572649598121643, + 0.9866071343421936, + 1.0, + 0.9620253443717957, + 1.0, + 1.0, + 1.0, + 0.938697338104248, + 1.0, + 1.0, + 0.9698113203048706, + 1.0, + 0.9888059496879578, + 0.9849056601524353, + 1.0, + 1.0, + 0.9368029832839966, + 1.0, + 0.9961832165718079, + 0.9961685538291931, + 1.0, + 1.0, + 1.0, + 0.9893993139266968, + 1.0, + 0.9397163391113281, + 1.0, + 0.9888059496879578, + 1.0, + 1.0, + 1.0, + 0.9473684430122375, + 1.0, + 0.9814814925193787, + 0.99245285987854, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9543859958648682, + 0.9926470518112183, + 0.9925925731658936, + 1.0, + 0.9889705777168274, + 0.9888476133346558, + 1.0, + 1.0, + 0.9710144996643066, + 1.0, + 1.0, + 0.9928825497627258, + 1.0, + 1.0, + 1.0, + 0.979238748550415, + 1.0, + 0.9471830725669861, + 1.0, + 1.0, + 1.0, + 0.9826388955116272, + 1.0, + 1.0, + 0.9515570998191833, + 0.9927272796630859, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996515691280365, + 0.9860140085220337, + 0.9290779829025269, + 0.9732824563980103, + 0.9686274528503418, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930796027183533, + 0.9512194991111755, + 1.0, + 1.0, + 0.969072163105011, + 1.0, + 1.0, + 0.9333333373069763, + 0.9892857074737549, + 1.0, + 0.9222614765167236, + 0.9961685538291931, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9718309640884399, + 0.9746376872062683, + 1.0, + 0.9814814925193787, + 0.99245285987854, + 0.9885931611061096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9396825432777405, + 1.0, + 1.0, + 0.9779874086380005, + 0.9517685174942017, + 1.0, + 1.0, + 0.9603658318519592, + 1.0, + 1.0, + 0.9881305694580078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975961446762085, + 1.0, + 1.0, + 0.9615384340286255, + 1.0, + 0.9864253401756287, + 0.9311926364898682, + 0.9753694534301758, + 1.0, + 0.95110023021698, + 0.9897172451019287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9864341020584106, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9856459498405457, + 1.0, + 1.0, + 0.9860031008720398, + 1.0, + 0.9842271208763123, + 1.0, + 0.9489633440971375, + 0.9983193278312683, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942196607589722, + 1.0, + 1.0, + 1.0, + 0.9762901067733765, + 0.9942857027053833, + 1.0, + 0.984308123588562, + 1.0, + 0.9942857027053833, + 1.0, + 0.9971346855163574, + 0.9956896305084229, + 1.0, + 0.9757834672927856, + 0.9956204295158386, + 0.9985337257385254, + 1.0, + 0.9684361815452576, + 1.0, + 1.0, + 0.9827337861061096, + 0.9985358715057373, + 1.0, + 1.0, + 0.9785407781600952, + 0.9795321822166443, + 1.0, + 1.0, + 0.9779086709022522, + 1.0, + 1.0, + 0.9710564613342285, + 1.0, + 0.9761549830436707, + 0.9877862334251404, + 0.9814528822898865, + 0.995275616645813, + 1.0, + 1.0, + 1.0, + 0.9985465407371521, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945054650306702, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960370063781738, + 1.0, + 0.99210524559021, + 0.9761273264884949, + 0.989130437374115, + 0.9876373410224915, + 0.9860917925834656, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9865771532058716, + 0.9795918464660645, + 0.9694444537162781, + 0.9756447076797485, + 1.0, + 0.983988344669342, + 1.0, + 0.986994206905365, + 1.0, + 1.0, + 0.9985755085945129, + 1.0, + 0.9901130199432373, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9919028282165527, + 0.9850339889526367, + 1.0, + 0.9959127902984619, + 0.99452805519104, + 0.9958734512329102, + 1.0, + 1.0, + 0.990641713142395, + 1.0, + 0.9800000190734863, + 0.9809523820877075, + 0.9431345462799072, + 0.966176450252533, + 0.9847792983055115, + 0.9876352548599243, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958217144012451, + 1.0, + 1.0, + 0.9946164488792419, + 1.0, + 0.9744279980659485, + 0.9820442199707031, + 1.0, + 0.983146071434021, + 0.9928571581840515, + 0.9956834316253662, + 1.0, + 1.0, + 0.9914893507957458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9838509559631348, + 0.9835858345031738, + 1.0, + 0.9922978281974792, + 0.9948253631591797, + 0.9830949306488037, + 1.0, + 0.9973545074462891, + 0.9893898963928223, + 0.9932975769042969, + 0.9878542423248291, + 1.0, + 0.9946019053459167, + 1.0, + 0.9919028282165527, + 0.9959183931350708, + 1.0, + 0.9945429563522339, + 0.9945130348205566, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933599233627319, + 1.0, + 0.9986962080001831, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974619150161743, + 0.9949109554290771, + 0.9987212419509888, + 1.0, + 1.0, + 0.9974874258041382, + 1.0, + 0.9913580417633057, + 1.0, + 1.0, + 0.9926380515098572, + 0.988875150680542, + 0.9912499785423279, + 1.0, + 0.9751243591308594, + 0.9923469424247742, + 0.980719804763794, + 0.9986894130706787, + 0.9960629940032959, + 0.9868247509002686, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993968665599823, + 0.9939320683479309, + 0.9963369965553284, + 1.0, + 0.9975489974021912, + 0.9938575029373169, + 0.9975278377532959, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9926918148994446, + 1.0, + 0.9841656684875488, + 0.9863861203193665, + 1.0, + 0.9825436472892761, + 1.0, + 0.9962073564529419, + 0.9860405921936035, + 1.0, + 1.0, + 1.0, + 0.993686854839325, + 0.9987293481826782, + 1.0, + 1.0, + 1.0, + 0.9962916970252991, + 0.9838709831237793, + 0.996216893196106, + 0.9949367046356201, + 0.9796437621116638, + 0.9948052167892456, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987995028495789, + 1.0, + 0.9988024234771729, + 0.9880095720291138, + 1.0, + 1.0, + 0.9951748847961426, + 0.9890909194946289, + 1.0, + 1.0, + 1.0, + 0.9975757598876953, + 1.0, + 0.9951573610305786, + 1.0, + 0.987908124923706, + 0.9987760186195374, + 1.0, + 0.9901960492134094, + 0.9938119053840637, + 1.0, + 1.0, + 0.9889298677444458, + 0.9975124597549438, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9880810379981995, + 0.9975874423980713, + 0.9818621277809143, + 1.0, + 0.9987684488296509, + 0.9852034449577332, + 0.9862328171730042, + 1.0, + 1.0, + 0.9838107228279114, + 0.9886075854301453, + 0.9769526124000549, + 1.0, + 1.0, + 0.9794871807098389, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927448630332947, + 1.0, + 0.9975757598876953, + 0.9939246773719788, + 1.0, + 0.9902676343917847, + 0.9987714886665344, + 0.9950799345970154, + 1.0, + 0.9925834536552429, + 0.9962639808654785, + 1.0, + 1.0, + 1.0, + 0.9975489974021912, + 1.0, + 0.996314525604248, + 1.0, + 0.995067834854126, + 0.9938042163848877, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963189959526062, + 0.9987684488296509, + 0.9963008761405945, + 1.0, + 1.0, + 1.0, + 0.9963548183441162, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9917550086975098, + 0.9940617680549622, + 0.9940263032913208, + 0.9879807829856873, + 1.0, + 0.9890643954277039, + 1.0, + 0.9987760186195374, + 1.0, + 1.0, + 0.9927184581756592, + 1.0, + 0.9805352687835693, + 0.996277928352356, + 0.9912827014923096, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964454770088196, + 1.0, + 0.991706132888794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9882903695106506, + 1.0, + 0.9869668483734131, + 0.9939975738525391, + 0.9963768124580383, + 0.9890909194946289, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890776872634888, + 1.0, + 0.9939098954200745, + 1.0, + 0.9975489974021912, + 0.996314525604248, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9915764331817627, + 1.0, + 1.0, + 0.9963985681533813, + 1.0, + 1.0, + 1.0, + 0.9964157938957214, + 1.0, + 1.0, + 0.9928486347198486, + 0.9867947101593018, + 0.9902676343917847, + 1.0, + 0.9963369965553284, + 0.9975489974021912, + 1.0, + 0.998774528503418, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964157938957214, + 0.9904076457023621, + 0.9963680505752563, + 0.9975698590278625, + 0.9987819790840149, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953380227088928, + 0.9918032884597778, + 0.996458113193512, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941792488098145, + 1.0, + 0.9918509721755981, + 1.0, + 0.9941588640213013, + 0.9988248944282532, + 0.9976470470428467, + 1.0, + 0.9941725134849548, + 1.0, + 0.9941452145576477, + 0.997644305229187, + 1.0, + 0.9940968155860901, + 0.9988123774528503, + 1.0, + 0.9928825497627258, + 1.0, + 1.0, + 0.9988165497779846, + 0.9952606558799744, + 1.0, + 1.0, + 0.9952940940856934, + 0.9964538812637329, + 0.9964413046836853, + 1.0, + 1.0, + 0.9988235235214233, + 0.997644305229187, + 1.0, + 1.0, + 0.9953051805496216, + 0.9929245114326477, + 1.0, + 1.0, + 0.9988137483596802, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 1.0, + 0.9952996373176575, + 1.0, + 0.9988248944282532, + 1.0, + 1.0, + 0.9905992746353149, + 0.9964413046836853, + 0.9976190328598022, + 0.9916467666625977, + 0.9975932836532593, + 0.9927623867988586, + 0.9987849593162537, + 1.0, + 0.9975698590278625, + 1.0, + 1.0, + 0.9975932836532593, + 1.0, + 0.9963898658752441, + 1.0, + 1.0, + 0.9940119981765747, + 1.0, + 0.9940119981765747, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988109469413757, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941725134849548, + 0.9953106641769409, + 1.0, + 0.9964912533760071, + 0.9894366264343262, + 0.9964413046836853, + 1.0, + 0.9988179802894592, + 1.0, + 1.0, + 1.0, + 0.9883177280426025, + 1.0, + 0.9917452931404114, + 0.9940546751022339, + 0.9916267991065979, + 0.9987937211990356, + 0.9963768124580383, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941657185554504, + 1.0, + 0.9964912533760071, + 0.98591548204422, + 1.0, + 1.0, + 0.9976218938827515, + 0.9976162314414978, + 1.0, + 1.0, + 1.0, + 0.9964953064918518, + 0.9988276958465576, + 1.0, + 0.9988304376602173, + 0.989461362361908, + 1.0, + 1.0, + 0.9859485030174255, + 1.0, + 0.9964538812637329, + 0.9964413046836853, + 1.0, + 0.990510106086731, + 1.0, + 1.0, + 0.9964497089385986, + 1.0, + 0.9929245114326477, + 1.0, + 0.9929078221321106, + 1.0, + 1.0, + 0.997633159160614, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930475354194641, + 0.9988331198692322, + 1.0, + 1.0, + 1.0, + 0.9976744055747986, + 0.9941725134849548, + 1.0, + 1.0, + 0.9964953064918518, + 0.9941383600234985, + 0.9941037893295288, + 1.0, + 0.9929078221321106, + 1.0, + 0.9892984628677368, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998826265335083, + 1.0, + 1.0, + 0.9988399147987366, + 1.0, + 0.9965197443962097, + 1.0, + 0.9965075850486755, + 0.9871495366096497, + 1.0, + 0.9917159676551819, + 1.0, + 1.0, + 0.9964622855186462, + 1.0, + 1.0, + 0.9965075850486755, + 1.0, + 0.9976798295974731, + 1.0, + 0.9976798295974731, + 1.0, + 1.0, + 1.0, + 0.9988452792167664, + 1.0, + 1.0, + 1.0, + 0.9976931810379028, + 1.0, + 0.9988479018211365, + 0.9965397715568542, + 0.9988425970077515, + 0.9918887615203857, + 0.9894859790802002, + 0.9988193511962891, + 0.9988179802894592, + 0.9928994178771973, + 1.0, + 0.9988179802894592, + 1.0, + 1.0, + 1.0, + 0.9871495366096497, + 0.9988165497779846, + 0.9988151788711548, + 0.990510106086731, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988372325897217, + 1.0, + 1.0, + 0.9953542351722717, + 0.9941657185554504, + 0.9882628917694092, + 0.989311158657074, + 0.9975990653038025, + 0.9903730154037476, + 0.9939246773719788, + 0.9963325262069702, + 1.0, + 1.0, + 0.9952095746994019, + 0.9963898658752441, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976498484611511, + 1.0, + 0.9905771613121033, + 0.9976218938827515, + 0.9976162314414978, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99303138256073, + 1.0, + 0.996503472328186, + 0.9953216314315796, + 1.0, + 1.0, + 1.0, + 0.9965197443962097, + 0.9953434467315674, + 0.9964912533760071, + 1.0, + 0.9941657185554504, + 0.9953051805496216, + 0.9846698045730591, + 1.0, + 1.0, + 1.0, + 0.9893742799758911, + 1.0, + 0.997633159160614, + 1.0, + 0.9941383600234985, + 1.0, + 0.9964622855186462, + 0.997633159160614, + 0.9976274967193604, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906976819038391, + 1.0, + 0.9964912533760071, + 0.9953051805496216, + 0.9882075190544128, + 0.9928401112556458, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9906759858131409, + 1.0 + ], + [ + 1.0, + 0.7058823108673096, + 0.5833333730697632, + 1.0, + 0.1428571343421936, + -1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9545454382896423, + 0.8095238208770752, + 0.8235294222831726, + 0.7857142686843872, + 0.7272727489471436, + 1.0, + 1.0, + 0.699999988079071, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9230769276618958, + 1.0, + 1.0, + 0.6666666269302368, + 1.0, + 0.8888888955116272, + 0.9583333134651184, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9117646813392639, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8163264989852905, + 0.9750000238418579, + 0.8461538553237915, + 0.939393937587738, + 1.0, + 0.6666666269302368, + 1.0, + 1.0, + 1.0, + 0.8965517282485962, + 1.0, + 0.65625, + 0.9523809552192688, + 1.0, + 0.9047619104385376, + 0.8421052694320679, + 0.75, + 1.0, + 0.7222222089767456, + 1.0, + 1.0, + 0.8695652484893799, + 0.6499999761581421, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9722222089767456, + 1.0, + 0.8918918967247009, + 1.0, + 1.0, + 0.9459459185600281, + 1.0, + 0.8974359035491943, + 0.9428571462631226, + 1.0, + 0.8292682766914368, + 0.970588207244873, + 1.0, + 0.8918918967247009, + 0.8484848737716675, + 1.0, + 1.0, + 0.8918918967247009, + 0.7878787517547607, + 0.807692289352417, + 0.8095238208770752, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9666666388511658, + 0.931034505367279, + 0.9629629850387573, + 0.7307692170143127, + 0.6842105388641357, + 0.615384578704834, + 0.25, + 1.0, + 0.0, + NaN, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8571428656578064, + 0.8888888955116272, + 0.625, + 0.3999999761581421, + 0.75, + 1.0, + 0.75, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8846153616905212, + 0.95652174949646, + 0.7727272510528564, + 0.8235294222831726, + 0.5714285373687744, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9259259104728699, + 1.0, + 1.0, + 0.8999999761581421, + 1.0, + 0.9142857193946838, + 1.0, + 0.9189189076423645, + 0.9117646813392639, + 0.9032257795333862, + 1.0, + 0.9642857313156128, + 0.8888888955116272, + 1.0, + 0.9354838728904724, + 1.0, + 0.9333333373069763, + 1.0, + 0.9354838728904724, + 0.931034505367279, + 1.0, + 0.96875, + 0.9032257795333862, + 1.0, + 0.9333333373069763, + 0.8571428656578064, + 0.8333333134651184, + 1.0, + 0.8999999761581421, + 0.4444444179534912, + 0.625, + 0.6000000238418579, + -2.3333332538604736, + 1.0, + 1.0, + 1.0, + NaN, + 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, + 0.9889298677444458, + 0.9776119589805603, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969135522842407, + 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, + 0.977319598197937, + 1.0, + 0.9755101799964905, + 0.9958158731460571, + 0.993697464466095, + 0.9936575293540955, + 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, + 0.9919028282165527, + 1.0, + 0.9931305050849915, + 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, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956063032150269, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992122650146484, + 1.0, + 1.0, + 0.992277979850769, + 0.994163453578949, + 1.0, + 1.0, + 0.9914893507957458, + 1.0, + 0.9988358616828918, + 1.0, + 0.9922540783882141, + 0.9875097870826721, + 1.0, + 0.994106113910675, + 0.9818181991577148, + 0.9931561946868896, + 1.0, + 1.0, + 1.0, + 0.9922390580177307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9945504069328308, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968358874320984, + 1.0, + 0.9868213534355164, + 1.0, + 1.0, + 0.9979934096336365, + 1.0, + 0.9874839782714844, + 1.0, + 1.0, + 0.9785038828849792, + 1.0, + 0.9947735071182251, + 0.9862813949584961, + 0.9991121888160706, + 1.0, + 0.9920341968536377, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9888439774513245, + 0.9943590760231018, + 1.0, + 1.0, + 0.9801187515258789, + 1.0, + 1.0, + 0.9947477579116821, + 0.9969431757926941, + 1.0, + 1.0, + 0.9978126883506775, + 1.0, + 1.0, + 0.9941465854644775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.994353175163269, + 1.0, + 1.0, + 0.9877206683158875, + 1.0, + 1.0, + 0.9972172975540161, + 1.0, + 0.9974766373634338, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980582594871521, + 1.0, + 1.0, + 0.992090106010437, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922059774398804, + 1.0, + 0.9985822439193726, + 0.985802173614502, + 1.0, + 0.9992899298667908, + 1.0, + 0.9919811487197876, + 0.9907275438308716, + 1.0, + 1.0, + 1.0, + 0.9896737933158875, + 1.0, + 0.9889645576477051, + 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, + 0.9929810166358948, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992464184761047, + 1.0, + 1.0, + 0.9974006414413452, + 0.9981384873390198, + 1.0, + 1.0, + 0.9970582723617554, + 0.9987092018127441, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996439218521118, + 0.9939447641372681, + 0.9899659752845764, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931058287620544, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960997104644775, + 0.9919986128807068, + 1.0, + 1.0, + 1.0, + 0.9983221292495728, + 0.9988235235214233, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968076348304749, + 1.0, + 0.9998403787612915, + 1.0, + 1.0, + 1.0, + 0.9981102347373962, + 1.0, + 0.9982644319534302, + 1.0, + 0.9971857666969299, + 1.0, + 1.0, + 1.0, + 0.996130645275116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969432950019836, + 1.0, + 0.9993903636932373, + 1.0, + 1.0, + 1.0, + 0.9982014298439026, + 0.9939939975738525, + 1.0, + 0.9933695197105408, + 0.9995449185371399, + 0.9968128800392151, + 1.0, + 1.0, + 0.9986351132392883, + 0.9940774440765381, + 0.9888481497764587, + 1.0, + 1.0, + 0.9883399605751038, + 0.9889785647392273, + 0.9992151856422424, + 0.9995287656784058, + 0.9996857047080994, + 1.0, + 1.0, + 0.9951418042182922, + 1.0, + 1.0, + 0.9990667104721069, + 0.9989101886749268, + 0.9926745891571045, + 1.0, + 1.0, + 0.9990589618682861, + 1.0, + 0.9923568964004517, + 0.9987425208091736, + 0.9963802099227905, + 0.9976307153701782, + 0.9855921268463135, + 1.0, + 1.0, + 0.9990382790565491, + 0.9945451617240906, + 0.9958057999610901, + 0.9863923788070679, + 0.9990146160125732, + 0.9940818548202515, + 1.0, + 1.0, + 1.0, + 0.99479079246521, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890639781951904, + 0.9905691146850586, + 1.0, + 1.0, + 0.9888924956321716, + 1.0, + 1.0, + 0.9996708035469055, + 0.997694730758667, + 0.9963690638542175, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975677132606506, + 1.0, + 0.9991888403892517, + 1.0, + 1.0, + 0.9985460638999939, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937304258346558, + 0.99747633934021, + 1.0, + 1.0, + 1.0, + 0.9944873452186584, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990743398666382, + 1.0, + 1.0, + 0.9990763664245605, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968031644821167, + 0.9981673955917358, + 1.0, + 0.9975658059120178, + 0.9839865565299988, + 1.0, + 1.0, + 1.0, + 0.9975489974021912, + 0.9938575029373169, + 0.9936650395393372, + 1.0, + 1.0, + 0.9972041249275208, + 1.0, + 0.9939450621604919, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986029267311096, + 0.9967355728149414, + 1.0, + 0.9978169202804565, + 0.9918737411499023, + 0.9962186813354492, + 1.0, + 0.9988948702812195, + 1.0, + 0.9993686676025391, + 0.985944390296936, + 0.9935927987098694, + 0.9979042410850525, + 0.9873990416526794, + 0.9942735433578491, + 0.9988481402397156, + 0.9915980100631714, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941446185112, + 0.9939509630203247, + 0.9870275259017944, + 1.0, + 0.9998382329940796, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974428415298462, + 0.998397707939148, + 0.994382917881012, + 1.0, + 0.9979180097579956, + 1.0, + 0.9966410994529724, + 0.999358057975769, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957526922225952, + 0.9922590851783752, + 0.9987263083457947, + 1.0, + 1.0, + 1.0, + 0.9998406767845154, + 0.9988844394683838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943303465843201, + 0.998921275138855, + 0.9976859092712402, + 1.0, + 1.0, + 0.997840166091919, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978746175765991, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997026324272156, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979514479637146, + 0.9997067451477051, + 1.0, + 0.9963594079017639, + 0.9998538494110107, + 1.0, + 0.9998542070388794, + 1.0, + 1.0, + 0.9997087121009827, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936065077781677, + 1.0, + 0.9931316375732422, + 1.0, + 0.9969275593757629, + 0.9933959245681763, + 0.9871472716331482, + 1.0, + 0.9886261820793152, + 0.9998486042022705, + 0.993641197681427, + 0.9993905425071716, + 0.9993901252746582, + 1.0, + 0.9977116584777832, + 1.0, + 1.0, + 1.0, + 0.9974105358123779, + 0.998778223991394, + 0.997706413269043, + 0.9978544116020203, + 0.9967746734619141, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998469948768616, + 1.0, + 1.0, + 0.9969493746757507, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969502687454224, + 1.0, + 0.9993971586227417, + 1.0, + 1.0, + 1.0, + 0.9976144433021545, + 1.0, + 0.9994089603424072, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966801404953003, + 1.0, + 1.0, + 0.9955143928527832, + 1.0, + 1.0, + 0.999709963798523, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975592494010925, + 1.0, + 1.0, + 0.9951065182685852, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975578188896179, + 1.0, + 0.9995682835578918, + 0.9998560547828674, + 1.0, + 0.9988480806350708, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985697865486145, + 0.9981380701065063, + 0.9969866275787354, + 1.0, + 1.0, + 0.9977021217346191, + 1.0, + 0.9974130392074585, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965816736221313, + 1.0, + 0.9980042576789856, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992878437042236, + 0.9985746741294861, + 0.9937196969985962, + 1.0, + 1.0, + 1.0, + 0.9995696544647217, + 0.9968426823616028, + 0.9978404641151428, + 1.0, + 1.0, + 0.9965507388114929, + 0.9997115731239319, + 1.0, + 1.0, + 1.0, + 0.9923970699310303, + 1.0, + 1.0, + 0.9978432655334473, + 1.0, + 1.0, + 1.0, + 0.9972853064537048, + 0.998853862285614, + 1.0, + 1.0, + 1.0, + 0.9988532066345215, + 1.0, + 1.0, + 0.9991410374641418, + 0.9974208474159241, + 0.9984197616577148, + 1.0, + 1.0, + 0.9948357343673706, + 0.9998558163642883, + 1.0, + 1.0, + 1.0, + 0.9985648393630981, + 0.9974130392074585, + 0.9998559355735779, + 1.0, + 1.0, + 0.9958207011222839, + 0.9976845383644104, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9962430596351624, + 1.0, + 1.0, + 0.9994248151779175, + 1.0, + 0.9962592720985413, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998273491859436, + 0.9984146356582642, + 0.9988451600074768, + 1.0, + 1.0, + 0.9972545504570007, + 0.9989857077598572, + 1.0, + 0.9894546866416931, + 0.9992700219154358, + 1.0, + 0.9954708218574524, + 0.9972113966941833, + 1.0, + 1.0, + 0.9994114637374878, + 1.0, + 1.0, + 1.0, + 0.9991225004196167, + 1.0, + 1.0, + 0.9954813718795776, + 0.99421626329422, + 0.9976435899734497, + 0.9986714124679565, + 1.0, + 0.9991130828857422, + 1.0, + 0.9998520612716675, + 1.0, + 0.9997044801712036, + 1.0, + 1.0, + 0.997044026851654, + 1.0, + 0.9998517632484436, + 1.0, + 1.0, + 1.0, + 0.9994102716445923, + 1.0, + 1.0, + 0.9995589256286621, + 1.0, + 1.0, + 0.9986836314201355, + 0.9966315031051636, + 1.0, + 1.0, + 0.9962099194526672, + 1.0, + 0.9932699203491211, + 1.0, + 0.998382568359375, + 0.9969072341918945, + 1.0, + 0.9997055530548096, + 0.998527467250824, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968065023422241, + 1.0, + 0.9998543858528137, + 1.0, + 1.0, + 0.9994186162948608, + 1.0, + 1.0, + 1.0, + 0.9966671466827393, + 1.0, + 0.9985460638999939, + 0.9969423413276672, + 0.9972250461578369, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984140992164612, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964377284049988, + 1.0, + 1.0, + 0.999857485294342, + 1.0, + 0.9991458058357239, + 1.0, + 1.0, + 0.998579740524292, + 0.9954487085342407, + 1.0, + 0.9990005493164062, + 0.9987137317657471, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997142553329468, + 0.9994283318519592, + 1.0, + 0.9998570084571838, + 1.0, + 1.0, + 1.0 + ] + ], + "consistencies": [ + 5.324525833129883, + -0.13375544548034668, + 0.4107118248939514, + -0.5531977415084839, + -0.2762479782104492, + -1.1650633811950684, + -2.0101866722106934, + -0.7842851877212524, + 0.6850817203521729, + 0.20303034782409668, + 0.5616522431373596, + 0.46851080656051636, + 0.25, + 0.46087342500686646, + 0.38461536169052124, + 0.07790690660476685, + -0.36131763458251953, + -0.19188213348388672, + -0.6344051361083984, + -0.8403040170669556, + -1.1034772396087646, + -0.8276427984237671, + -0.09290635585784912, + -0.2590392827987671, + -0.06603312492370605, + 0.25112324953079224, + 0.23076921701431274, + -0.19201695919036865, + 0.24193060398101807, + 0.16791880130767822, + 0.7729091644287109, + 0.596186637878418, + 0.8652183413505554, + 0.8240845799446106, + 0.6636670827865601, + 0.6717463135719299, + 0.7304366827011108, + 0.6548717021942139, + 0.6861000657081604, + 0.8381261229515076, + 0.3510974049568176, + 0.23173141479492188, + 0.19825714826583862, + 0.19883495569229126, + 0.05830240249633789, + 0.4659997820854187, + 0.46706128120422363, + 0.5669872760772705, + 0.5460231304168701, + 0.25687330961227417, + -0.11260724067687988, + -0.3461836576461792, + -0.4462859630584717, + -0.3206815719604492, + -0.3708611726760864, + -0.32465457916259766, + -0.606421947479248, + -0.5835227966308594, + -0.5980360507965088, + -0.7373089790344238, + -0.6649332046508789, + -0.7646739482879639, + -0.6725242137908936, + -0.7673823833465576, + -0.5405925512313843, + -0.4098696708679199, + -0.5467593669891357, + -0.9216320514678955, + -0.9235119819641113, + -0.9244973659515381, + -0.9644191265106201, + -0.8887714147567749, + -0.6993706226348877, + -0.6467945575714111, + -0.6503503322601318, + -0.7325965166091919, + -0.806114912033081, + -0.950407862663269, + -0.9240614175796509, + -0.9052872657775879, + -1.064164161682129, + -1.1096312999725342, + -1.0124289989471436, + -1.1823804378509521, + -1.3532145023345947, + -1.2794568538665771, + -1.3192336559295654, + -1.444875717163086, + -1.2716648578643799, + -1.2311630249023438, + -1.3124675750732422, + -1.3906450271606445, + -1.252840518951416, + -1.3165616989135742, + -1.3720674514770508, + -1.2892329692840576, + -1.2563576698303223, + -1.170581579208374, + -1.218881368637085, + -1.261821985244751, + -1.39581298828125, + -1.4249897003173828, + -1.4006941318511963, + -1.5104432106018066, + -1.6137783527374268, + -1.655482530593872, + -1.5404713153839111, + -1.6428782939910889, + -1.5457298755645752, + -1.4745500087738037, + -1.3490335941314697, + -1.3604342937469482, + -1.4041590690612793, + -1.5422005653381348, + -1.6117303371429443, + -1.732433795928955, + -1.8333942890167236, + -1.8307831287384033, + -1.6448726654052734, + -1.7215557098388672, + -1.6724729537963867, + -1.5558176040649414, + -1.509105920791626, + -1.418839454650879, + -1.5316736698150635, + -1.5689826011657715, + -1.7145326137542725, + -1.6760532855987549, + -1.7648921012878418, + -1.755105972290039, + -1.7051007747650146, + -1.6623280048370361, + -1.6954708099365234, + -1.7829170227050781, + -1.7948408126831055, + -1.8791728019714355, + -1.8735151290893555, + -1.7736544609069824, + -1.6881237030029297, + -1.6088507175445557, + -1.6038117408752441, + -1.562718152999878, + -1.5464506149291992, + -1.570495843887329, + -1.490607500076294, + -1.575631856918335, + -1.445908784866333, + -1.497619390487671, + -1.5651965141296387, + -1.682744026184082, + -1.7190957069396973, + -1.8325254917144775, + -1.8862617015838623, + -1.869227647781372, + -1.9498491287231445, + -1.9104866981506348, + -1.9071168899536133, + -1.8869366645812988, + -1.9630630016326904, + -1.9396142959594727, + -1.8615856170654297, + -1.888071060180664, + -1.9483306407928467, + -1.850667953491211, + -1.8284571170806885, + -1.9629554748535156, + -2.0305049419403076, + -2.0768661499023438, + -2.036613941192627, + -2.2432680130004883, + -2.2824180126190186, + -2.17311954498291, + -2.3263158798217773, + -2.177659273147583, + -2.0541980266571045, + -1.9799726009368896, + -1.8898327350616455, + -1.6800568103790283, + -1.4202282428741455, + -1.2153501510620117, + -0.8093359470367432, + -0.5298668146133423, + -0.31351661682128906, + -0.031145095825195312, + 0.20268148183822632, + 0.38139498233795166, + 0.4564640522003174, + 0.6259915828704834, + 0.669426441192627, + 0.7136993408203125, + 0.7784563302993774, + 0.7778688073158264, + 0.8469343185424805, + 0.811674952507019, + 0.7989379167556763, + 0.7619456052780151, + 0.782611072063446, + 0.7775222063064575, + 0.8009540438652039, + 0.8498108983039856, + 0.8923935890197754, + 0.8911821842193604, + 0.8907023072242737, + 0.8767490386962891, + 0.8321560025215149, + 0.82318115234375, + 0.8475273847579956, + 0.7956117391586304, + 0.8095783591270447, + 0.7862883806228638, + 0.7136029601097107, + 0.6797389388084412, + 0.6946837902069092, + 0.571196436882019, + 0.5650782585144043, + 0.5108716487884521, + 0.46603989601135254, + 0.4400111436843872, + 0.40359634160995483, + 0.4356735944747925, + 0.40467989444732666, + 0.40962374210357666, + 0.39534229040145874, + 0.3938066363334656, + 0.3965575695037842, + 0.37525296211242676, + 0.29806262254714966, + 0.3162655830383301, + 0.2871550917625427, + 0.27545595169067383, + 0.269115149974823, + 0.2244124412536621, + 0.22122317552566528, + 0.09216797351837158, + 0.025966942310333252, + 0.019446492195129395, + -0.047456979751586914, + -0.1564112901687622, + -0.14377009868621826, + -0.20151126384735107, + -0.26429569721221924, + -0.3005075454711914, + -0.2605743408203125, + -0.27234721183776855, + -0.2538105249404907, + -0.2386244535446167, + -0.18798232078552246, + -0.19260871410369873, + -0.16754794120788574, + -0.19492888450622559, + -0.25531578063964844, + -0.1995558738708496, + -0.20865225791931152, + -0.2712688446044922, + -0.3008291721343994, + -0.33838963508605957, + -0.38882291316986084, + -0.42218923568725586, + -0.4517183303833008, + -0.45545756816864014, + -0.5445748567581177, + -0.513400673866272, + -0.520575761795044, + -0.5656622648239136, + -0.5823146104812622, + -0.5480705499649048, + -0.5547099113464355, + -0.5630093812942505, + -0.5955994129180908, + -0.5564123392105103, + -0.5436928272247314, + -0.5117087364196777, + -0.47938287258148193, + -0.4609394073486328, + -0.4553792476654053, + -0.4483593702316284, + -0.36437690258026123, + -0.34053730964660645, + -0.3382232189178467, + -0.28769850730895996, + -0.2609748840332031, + -0.25786352157592773, + -0.26960480213165283, + -0.25056540966033936, + -0.23097658157348633, + -0.20806920528411865, + -0.23343873023986816, + -0.2195289134979248, + -0.1963503360748291, + -0.18908917903900146, + -0.1770172119140625, + -0.14935064315795898, + -0.1275186538696289, + -0.11510181427001953, + -0.1353766918182373, + -0.12193596363067627, + -0.11021482944488525, + -0.12490499019622803, + -0.10727584362030029, + -0.11280286312103271, + -0.13081729412078857, + -0.13804781436920166, + -0.1409546136856079, + -0.16067206859588623, + -0.16802990436553955, + -0.18008506298065186, + -0.2060481309890747, + -0.2136399745941162, + -0.211256742477417, + -0.22390973567962646, + -0.2407517433166504, + -0.27170896530151367, + -0.2831012010574341, + -0.2737821340560913, + -0.2892235517501831, + -0.28206098079681396, + -0.2831815481185913, + -0.2793710231781006, + -0.28788697719573975, + -0.29090631008148193, + -0.28356635570526123, + -0.2989109754562378, + -0.29335641860961914, + -0.2874964475631714, + -0.27708232402801514, + -0.26611196994781494, + -0.25747954845428467, + -0.24624371528625488, + -0.25073087215423584, + -0.2494441270828247, + -0.2602323293685913, + -0.261849045753479, + -0.2696784734725952, + -0.27564167976379395, + -0.28351569175720215, + -0.2845994234085083, + -0.25798022747039795, + -0.25620532035827637, + -0.2576342821121216, + -0.25335991382598877, + -0.23948121070861816, + -0.23707783222198486, + -0.24591875076293945, + -0.2464197874069214, + -0.2367079257965088, + -0.24167513847351074, + -0.2406320571899414, + -0.2418447732925415, + -0.25154101848602295, + -0.2633209228515625, + -0.27148282527923584, + -0.28286421298980713, + -0.294140100479126, + -0.3014054298400879, + -0.3049476146697998, + -0.3081289529800415, + -0.30839383602142334, + -0.30847907066345215, + -0.30246686935424805, + -0.30174195766448975, + -0.3019672632217407, + -0.301169753074646, + -0.3054870367050171, + -0.31334102153778076, + -0.32640600204467773, + -0.33934926986694336, + -0.3368600606918335, + -0.3445451259613037, + -0.33428263664245605, + -0.33587920665740967, + -0.33242106437683105, + -0.32172441482543945, + -0.3246762752532959, + -0.3184870481491089, + -0.322892427444458, + -0.3200792074203491, + -0.3061484098434448, + -0.30510246753692627, + -0.3049505949020386, + -0.30527353286743164, + -0.31426525115966797, + -0.30783259868621826, + -0.31314992904663086, + -0.3132566213607788, + -0.31558048725128174, + -0.31598353385925293, + -0.3085339069366455, + -0.31412291526794434, + -0.31119632720947266, + -0.3192788362503052, + -0.32606375217437744, + -0.3478384017944336, + -0.35829782485961914, + -0.36447906494140625, + -0.372317910194397, + -0.37101590633392334, + -0.3712698221206665, + -0.3684096336364746, + -0.3592427968978882, + -0.3578603267669678, + -0.3582679033279419, + -0.34755027294158936, + -0.3491610288619995, + -0.3354768753051758, + -0.33899736404418945, + -0.34218907356262207, + -0.3428739309310913, + -0.35574984550476074, + -0.3642916679382324, + -0.3676210641860962, + -0.37037384510040283, + -0.37296199798583984, + -0.37687695026397705, + -0.38446271419525146, + -0.38370370864868164, + -0.3881160020828247, + -0.38096916675567627, + -0.378981351852417, + -0.3763009309768677, + -0.38098394870758057, + -0.3758581876754761, + -0.37341809272766113, + -0.3716992139816284, + -0.3667941093444824, + -0.36499571800231934, + -0.36946189403533936, + -0.3743330240249634, + -0.3813202381134033, + -0.38261890411376953, + -0.3815779685974121, + -0.3872988224029541, + -0.38575899600982666, + -0.3901463747024536, + -0.40025198459625244, + -0.4035536050796509, + -0.4066751003265381, + -0.40069448947906494, + -0.3989771604537964, + -0.39874815940856934, + -0.4035053253173828, + -0.40647780895233154, + -0.40860939025878906, + -0.4146287441253662, + -0.4194542169570923, + -0.41375935077667236, + -0.4138212203979492, + -0.41109609603881836, + -0.40662598609924316, + -0.4121478796005249, + -0.40721702575683594, + -0.4084799289703369, + -0.4063601493835449, + -0.401078462600708, + -0.4047161340713501, + -0.4058159589767456, + -0.4068261384963989, + -0.4072763919830322, + -0.40807127952575684, + -0.40275776386260986, + -0.40258467197418213, + -0.4146449565887451, + -0.4089205265045166, + -0.4136486053466797, + -0.4178248643875122, + -0.4176894426345825, + -0.4245882034301758, + -0.43434345722198486, + -0.44013214111328125, + -0.4351198673248291, + -0.44296765327453613, + -0.44521045684814453, + -0.4549121856689453, + -0.45892131328582764, + -0.45881354808807373, + -0.46081626415252686, + -0.45798277854919434, + -0.4540940523147583, + -0.4493008852005005, + -0.4405175447463989, + -0.44375622272491455, + -0.43784070014953613, + -0.43021392822265625, + -0.43006134033203125, + -0.4320281744003296, + -0.43457484245300293, + -0.43364036083221436, + -0.4345252513885498, + -0.4371238946914673, + -0.4368022680282593, + -0.4367225170135498, + -0.43548357486724854, + -0.4336390495300293, + -0.43480193614959717, + -0.44377779960632324, + -0.44190871715545654, + -0.4420149326324463, + -0.45007777214050293, + -0.4428175687789917, + -0.4463769197463989, + -0.443644642829895, + -0.4437081813812256, + -0.446927547454834, + -0.44385838508605957, + -0.43820512294769287, + -0.4318491220474243, + -0.4358304738998413, + -0.4372767210006714, + -0.4276139736175537, + -0.4197038412094116, + -0.41679060459136963, + -0.41689956188201904, + -0.42178595066070557, + -0.4222571849822998, + -0.42385053634643555, + -0.42821812629699707, + -0.43160831928253174, + -0.43230247497558594, + -0.42786622047424316, + -0.4226706027984619, + -0.41839540004730225, + -0.41385388374328613, + -0.40868866443634033, + -0.40713202953338623, + -0.40767157077789307, + -0.4052242040634155, + -0.40378808975219727, + -0.40310025215148926, + -0.40605175495147705, + -0.4004967212677002, + -0.4011976718902588, + -0.40279650688171387, + -0.4062778949737549, + -0.40501832962036133, + -0.4035700559616089, + -0.3994530439376831, + -0.39983677864074707, + -0.3979520797729492, + -0.39942121505737305, + -0.39994168281555176, + -0.4061901569366455, + -0.4064725637435913, + -0.4092155694961548, + -0.41259944438934326, + -0.41528260707855225, + -0.41216182708740234, + -0.409623384475708, + -0.4115668535232544, + -0.41349589824676514, + -0.41194403171539307, + -0.4103264808654785, + -0.4089304208755493, + -0.40894436836242676, + -0.41083967685699463, + -0.40646660327911377, + -0.4111294746398926, + -0.4120999574661255, + -0.4177783727645874, + -0.4192390441894531, + -0.4217414855957031, + -0.426281213760376, + -0.42904794216156006, + -0.42664289474487305, + -0.4224504232406616, + -0.4284316301345825, + -0.4338245391845703, + -0.44163691997528076, + -0.4385308027267456, + -0.4345531463623047, + -0.4411640167236328, + -0.4377862215042114, + -0.43604111671447754, + -0.43397819995880127, + -0.42757487297058105, + -0.42513835430145264, + -0.4219479560852051, + -0.41938459873199463, + -0.4180488586425781, + -0.42072415351867676, + -0.41938698291778564, + -0.42030370235443115, + -0.4224240779876709, + -0.4220515489578247, + -0.42555153369903564, + -0.4257984161376953, + -0.42793047428131104, + -0.4280310869216919, + -0.42872774600982666, + -0.4299428462982178, + -0.4299659729003906, + -0.42668402194976807, + -0.4240497350692749, + -0.4253455400466919, + -0.42538368701934814, + -0.4268004894256592, + -0.4263904094696045, + -0.4275597333908081, + -0.4291938543319702, + -0.42876124382019043, + -0.4277925491333008, + -0.4243612289428711, + -0.42470312118530273, + -0.42212581634521484, + -0.4242211580276489, + -0.42417168617248535, + -0.42385590076446533, + -0.4216047525405884, + -0.41967248916625977, + -0.4173119068145752, + -0.41716670989990234, + -0.4131796360015869, + -0.4094778299331665, + -0.4098787307739258, + -0.40963900089263916, + -0.4075961112976074, + -0.4065648317337036, + -0.4086902141571045, + -0.4096440076828003, + -0.4113696813583374, + -0.41490745544433594, + -0.4130396842956543, + -0.41644608974456787, + -0.41698265075683594, + -0.41727280616760254, + -0.41703319549560547, + -0.4150155782699585, + -0.41469383239746094, + -0.41382622718811035, + -0.4212498664855957, + -0.42135775089263916, + -0.42451488971710205, + -0.4230245351791382, + -0.4214756488800049, + -0.41874241828918457, + -0.41273796558380127, + -0.4132883548736572, + -0.41402971744537354, + -0.4135737419128418, + -0.41219425201416016, + -0.40967416763305664, + -0.4117962121963501, + -0.4104914665222168, + -0.41445398330688477, + -0.4126417636871338, + -0.40905237197875977, + -0.40833139419555664, + -0.4042997360229492, + -0.4026573896408081, + -0.407138466835022, + -0.40697503089904785, + -0.4116474390029907, + -0.414609432220459, + -0.4168747663497925, + -0.4189263582229614, + -0.4183114767074585, + -0.4177802801132202, + -0.41662275791168213, + -0.4149000644683838, + -0.4185565710067749, + -0.4138765335083008, + -0.4167405366897583, + -0.41591978073120117, + -0.4170238971710205, + -0.41854894161224365, + -0.4164975881576538, + -0.4155696630477905, + -0.4150322675704956, + -0.41370630264282227, + -0.4175708293914795, + -0.4133427143096924, + -0.41323184967041016, + -0.41338884830474854, + -0.41124188899993896, + -0.41040217876434326, + -0.40834248065948486, + -0.4085298776626587, + -0.4082155227661133, + -0.4084204435348511, + -0.4107881784439087, + -0.4153914451599121, + -0.4206465482711792, + -0.42111194133758545, + -0.42408275604248047, + -0.4235168695449829, + -0.4226057529449463, + -0.4220874309539795, + -0.41819465160369873, + -0.41789448261260986, + -0.4169856309890747, + -0.4151355028152466, + -0.41361093521118164, + -0.41627466678619385, + -0.4200233221054077, + -0.42187368869781494, + -0.42268526554107666, + -0.42265474796295166, + -0.42360758781433105, + -0.42321133613586426, + -0.4180077314376831, + -0.4179457426071167, + -0.4161078929901123, + -0.4148423671722412, + -0.41630303859710693, + -0.41920173168182373, + -0.4227844476699829, + -0.42208945751190186, + -0.4219543933868408, + -0.42352521419525146, + -0.4211658239364624, + -0.41793012619018555, + -0.4206472635269165, + -0.4190596342086792, + -0.4216175079345703, + -0.4201657772064209, + -0.4217787981033325, + -0.42240428924560547, + -0.42298221588134766, + -0.41962504386901855, + -0.4220207929611206, + -0.4194777011871338, + -0.42163586616516113, + -0.42059457302093506, + -0.4226715564727783, + -0.42389988899230957, + -0.421520471572876, + -0.4163316488265991, + -0.4185969829559326, + -0.4131796360015869, + -0.4120374917984009, + -0.41054558753967285, + -0.41187047958374023, + -0.4113057851791382, + -0.40843045711517334, + -0.40995311737060547, + -0.4116358757019043, + -0.4130748510360718, + -0.41149306297302246, + -0.408893346786499, + -0.4095427989959717, + -0.410758376121521, + -0.4094972610473633, + -0.40776336193084717, + -0.4100435972213745, + -0.41275131702423096, + -0.4126969575881958, + -0.41455256938934326, + -0.41487908363342285, + -0.41385066509246826, + -0.4161311388015747, + -0.4134538173675537, + -0.41242897510528564, + -0.41357219219207764, + -0.41505372524261475, + -0.41377508640289307, + -0.41439998149871826, + -0.41660499572753906, + -0.4163306951522827, + -0.4205021858215332, + -0.42502927780151367, + -0.4258519411087036, + -0.4291667938232422, + -0.4316892623901367, + -0.43379461765289307, + -0.4348926544189453, + -0.4358638525009155, + -0.43672704696655273, + -0.4358515739440918, + -0.43449699878692627, + -0.43592000007629395, + -0.43543827533721924, + -0.43688249588012695, + -0.43490850925445557, + -0.4345308542251587, + -0.4360373020172119, + -0.4336167573928833, + -0.4352834224700928, + -0.43414533138275146, + -0.43289101123809814, + -0.43247175216674805, + -0.4332834482192993, + -0.4337066411972046, + -0.43190574645996094, + -0.4309208393096924, + -0.42852604389190674, + -0.4272364377975464, + -0.42809557914733887, + -0.4293549060821533, + -0.42733871936798096, + -0.4280683994293213, + -0.4315413236618042, + -0.4323066473007202, + -0.43049001693725586, + -0.43036365509033203, + -0.4288299083709717, + -0.4279348850250244, + -0.4259272813796997, + -0.42891061305999756, + -0.4281424283981323, + -0.4314080476760864, + -0.434184193611145, + -0.4363589286804199, + -0.4366542100906372, + -0.4375258684158325, + -0.4344116449356079, + -0.43244612216949463, + -0.4306643009185791, + -0.4303274154663086, + -0.42902588844299316, + -0.427226185798645, + -0.4260392189025879, + -0.427531361579895, + -0.4295966625213623, + -0.42863547801971436, + -0.43113160133361816, + -0.4357028007507324, + -0.4351423978805542, + -0.43464088439941406, + -0.4357597827911377, + -0.43607568740844727, + -0.4358179569244385, + -0.43336522579193115, + -0.43130600452423096, + -0.43262386322021484, + -0.43318843841552734, + -0.43217337131500244, + -0.4314308166503906, + -0.43363261222839355, + -0.4326341152191162, + -0.430377721786499, + -0.43457674980163574, + -0.43312251567840576, + -0.4340083599090576, + -0.4349079132080078, + -0.4348224401473999, + -0.43848419189453125, + -0.4357098340988159, + -0.43463361263275146, + -0.4351609945297241, + -0.4334667921066284, + -0.43605196475982666, + -0.4338669776916504, + -0.4358832836151123, + -0.4362295866012573, + -0.43467700481414795, + -0.4353832006454468, + -0.4356135129928589, + -0.43401920795440674, + -0.4329339265823364, + -0.42887818813323975, + -0.4305914640426636, + -0.43090343475341797, + -0.43069589138031006, + -0.43013858795166016, + -0.4305006265640259, + -0.43088436126708984, + -0.4321784973144531, + -0.43188154697418213, + -0.42998015880584717, + -0.43088221549987793, + -0.4328148365020752, + -0.43292415142059326, + -0.43151843547821045, + -0.4340682029724121, + -0.43381190299987793, + -0.43727242946624756, + -0.43637120723724365, + -0.43381404876708984, + -0.43379223346710205, + -0.4309976100921631, + -0.4312713146209717, + -0.4284287691116333, + -0.42573750019073486, + -0.42603886127471924, + -0.4257345199584961, + -0.42664647102355957, + -0.42719173431396484, + -0.427557110786438, + -0.43223071098327637, + -0.43247318267822266, + -0.4347034692764282, + -0.43267548084259033, + -0.42970478534698486, + -0.43070483207702637, + -0.4280644655227661, + -0.426088809967041, + -0.42801809310913086, + -0.42566049098968506, + -0.42616307735443115, + -0.4253346920013428, + -0.4260467290878296, + -0.42637205123901367, + -0.4261981248855591, + -0.4242304563522339, + -0.4248201847076416, + -0.42298388481140137, + -0.4229717254638672, + -0.4229717254638672, + -0.42310869693756104, + -0.4212205410003662, + -0.42332005500793457, + -0.42512214183807373, + -0.42539119720458984, + -0.4277607202529907, + -0.43186187744140625, + -0.4324122667312622, + -0.43259918689727783, + -0.4346787929534912, + -0.43282103538513184, + -0.4321281909942627, + -0.42849302291870117, + -0.42861127853393555, + -0.427807092666626, + -0.4315236806869507, + -0.4322320222854614, + -0.43259477615356445, + -0.4353208541870117, + -0.4342763423919678, + -0.43363285064697266, + -0.4337657690048218, + -0.43130505084991455, + -0.43073976039886475, + -0.4291015863418579, + -0.4293264150619507, + -0.4299665689468384, + -0.4300152063369751, + -0.4299503564834595, + -0.43073534965515137, + -0.4324507713317871, + -0.43591153621673584, + -0.43895578384399414, + -0.43909549713134766, + -0.4426155090332031, + -0.4448392391204834, + -0.4450550079345703, + -0.4436960220336914, + -0.4387500286102295, + -0.44091784954071045, + -0.44192516803741455, + -0.4386880397796631, + -0.43579792976379395, + -0.4356807470321655, + -0.4347125291824341, + -0.4347107410430908, + -0.4341214895248413, + -0.4339423179626465, + -0.43362879753112793, + -0.4364893436431885, + -0.4387291669845581, + -0.4401540756225586, + -0.44056546688079834, + -0.43771326541900635, + -0.43606412410736084, + -0.4341031312942505, + -0.43349194526672363, + -0.43278002738952637, + -0.4327523708343506, + -0.43462085723876953, + -0.4332108497619629, + -0.43422484397888184, + -0.4356343746185303, + -0.4314993619918823, + -0.43116986751556396, + -0.43052446842193604, + -0.4312300682067871, + -0.43230748176574707, + -0.4332568645477295, + -0.4319049119949341, + -0.43370628356933594, + -0.43636786937713623, + -0.4411008358001709, + -0.4384998083114624, + -0.43817079067230225, + -0.43750929832458496, + -0.44107043743133545, + -0.4388622045516968, + -0.4397379159927368, + -0.4369403123855591, + -0.43817639350891113, + -0.4384115934371948, + -0.4396291971206665, + -0.43981313705444336, + -0.4405784606933594, + -0.44011664390563965, + -0.44049692153930664, + -0.43991005420684814, + -0.4377845525741577, + -0.43432438373565674, + -0.4369480609893799, + -0.4355975389480591, + -0.4364814758300781, + -0.43779170513153076, + -0.4406778812408447, + -0.4422745704650879, + -0.4417073726654053, + -0.4390028715133667, + -0.437130331993103, + -0.4364732503890991, + -0.4353296756744385, + -0.43473339080810547, + -0.43739378452301025, + -0.4367244243621826 + ], + "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_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..cc89e23ba93e2d92049955895b64dfb903c4f39b --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 9911.83984375, + "strength": 6170.41552734375, + "max_strength": 10056.6669921875, + "final_strength": 9990.0, + "sample_efficiency": 1.865282257540457e-07, + "training_efficiency": 1.1943612662435044e-05, + "stability": 0.9976025223731995, + "consistency": -0.4073474407196045 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0.log b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..4a2d1f8d3ab328ed1eacc0261a9f9ab79837da53 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0.log @@ -0,0 +1,5 @@ +2026-01-07 12:37:07 | INFO | PID:1780 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:9911.84 | strength:6170 | max_strength:1.006e+04 | final_strength:9990 | sample_efficiency:1.865e-07 | training_efficiency:1.194e-05 | stability:0.9976 | consistency:-0.4073 +2026-01-07 12:37:07 | INFO | PID:1780 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 12:37:07 | INFO | PID:1780 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_kangaroo_2026_01_07_110838 +2026-01-07 12:37:07 | INFO | PID:1780 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-07 12:37:07 | INFO | PID:1780 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_kangaroo_2026_01_07_110838 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_kangaroo_2026_01_07_110838... diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s0.log b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..f439ed36fa9e72670ea38f5257c4b17d68cfb9f4 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s0.log @@ -0,0 +1,2230 @@ +2026-01-07 11:08:40 | INFO | PID:1853 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:08:51 | INFO | PID:1853 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 11:08:51 | INFO | PID:1853 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.85 + 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: 0.85 +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() +) +2026-01-07 11:08:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:0.00 total_reward_ma:0.00 loss:-0.03234 fps:714.3 +frame:1.00e+04 wall_t:14 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.852 +2026-01-07 11:09:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:18.18 total_reward_ma:9.09 loss:-0.03181 fps:1000 +frame:2.00e+04 wall_t:20 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.825 +2026-01-07 11:09:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:25.00 total_reward_ma:14.39 loss:-0.03317 fps:1154 +frame:3.00e+04 wall_t:26 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.843 +2026-01-07 11:09:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:33.77 total_reward_ma:19.24 loss:-0.03397 fps:1212 +frame:4.00e+04 wall_t:33 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.82 +2026-01-07 11:09:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:38.30 total_reward_ma:23.05 loss:-0.03079 fps:1316 +frame:5.00e+04 wall_t:38 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.83 +2026-01-07 11:09:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:44.00 total_reward_ma:26.54 loss:-0.03221 fps:1364 +frame:6.00e+04 wall_t:44 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.802 +2026-01-07 11:09:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:60.00 total_reward_ma:31.32 loss:-0.03401 fps:1400 +frame:7.00e+04 wall_t:50 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.808 +2026-01-07 11:09:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:58.00 total_reward_ma:34.66 loss:-0.03262 fps:1429 +frame:8.00e+04 wall_t:56 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.8 +2026-01-07 11:09:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:54.00 total_reward_ma:36.81 loss:-0.03702 fps:1452 +frame:9.00e+04 wall_t:62 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.81 +2026-01-07 11:09:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:58.00 total_reward_ma:38.92 loss:-0.03492 fps:1471 +frame:1.00e+05 wall_t:68 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.808 +2026-01-07 11:09:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:50.00 total_reward_ma:39.93 loss:-0.03284 fps:1486 +frame:1.10e+05 wall_t:74 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.777 +2026-01-07 11:10:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:56.00 total_reward_ma:41.27 loss:-0.03349 fps:1519 +frame:1.20e+05 wall_t:79 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.767 +2026-01-07 11:10:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:66.00 total_reward_ma:43.17 loss:-0.0335 fps:1529 +frame:1.30e+05 wall_t:85 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.78 +2026-01-07 11:10:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:62.00 total_reward_ma:44.52 loss:-0.03586 fps:1538 +frame:1.40e+05 wall_t:91 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.759 +2026-01-07 11:10:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:60.00 total_reward_ma:45.55 loss:-0.03299 fps:1546 +frame:1.50e+05 wall_t:97 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.782 +2026-01-07 11:10:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:56.00 total_reward_ma:46.20 loss:-0.03406 fps:1553 +frame:1.60e+05 wall_t:103 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.726 +2026-01-07 11:10:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:48.00 total_reward_ma:46.31 loss:-0.0333 fps:1560 +frame:1.70e+05 wall_t:109 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.731 +2026-01-07 11:10:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:56.00 total_reward_ma:46.85 loss:-0.03201 fps:1565 +frame:1.80e+05 wall_t:115 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.685 +2026-01-07 11:10:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:68.00 total_reward_ma:47.96 loss:-0.03222 fps:1557 +frame:1.90e+05 wall_t:122 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.715 +2026-01-07 11:10:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:74.00 total_reward_ma:49.26 loss:-0.03107 fps:1562 +frame:2.00e+05 wall_t:128 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.706 +2026-01-07 11:10:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:78.00 total_reward_ma:50.63 loss:-0.03642 fps:1567 +frame:2.10e+05 wall_t:134 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.628 +2026-01-07 11:11:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:72.00 total_reward_ma:51.60 loss:-0.03177 fps:1583 +frame:2.20e+05 wall_t:139 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.629 +2026-01-07 11:11:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:70.00 total_reward_ma:52.40 loss:-0.03003 fps:1586 +frame:2.30e+05 wall_t:145 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.625 +2026-01-07 11:11:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:78.00 total_reward_ma:53.47 loss:-0.02964 fps:1579 +frame:2.40e+05 wall_t:152 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.599 +2026-01-07 11:11:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:86.00 total_reward_ma:54.77 loss:-0.03223 fps:1582 +frame:2.50e+05 wall_t:158 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.616 +2026-01-07 11:11:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:102.00 total_reward_ma:56.59 loss:-0.02924 fps:1595 +frame:2.60e+05 wall_t:163 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.561 +2026-01-07 11:11:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:106.00 total_reward_ma:58.42 loss:-0.02934 fps:1607 +frame:2.70e+05 wall_t:168 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.539 +2026-01-07 11:11:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:114.00 total_reward_ma:60.40 loss:-0.03394 fps:1609 +frame:2.80e+05 wall_t:174 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.623 +2026-01-07 11:11:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:122.00 total_reward_ma:62.53 loss:-0.0289 fps:1611 +frame:2.90e+05 wall_t:180 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.621 +2026-01-07 11:11:48 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:144.00 total_reward_ma:65.24 loss:-0.02979 fps:1622 +frame:3.00e+05 wall_t:185 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.638 +2026-01-07 11:11:54 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:156.00 total_reward_ma:68.17 loss:-0.02901 fps:1623 +frame:3.10e+05 wall_t:191 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.578 +2026-01-07 11:12:00 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:170.00 total_reward_ma:71.35 loss:-0.03201 fps:1624 +frame:3.20e+05 wall_t:197 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.591 +2026-01-07 11:12:05 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:156.00 total_reward_ma:73.92 loss:-0.03117 fps:1626 +frame:3.30e+05 wall_t:203 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.612 +2026-01-07 11:12:11 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:148.00 total_reward_ma:76.10 loss:-0.03122 fps:1635 +frame:3.40e+05 wall_t:208 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.516 +2026-01-07 11:12:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:180.00 total_reward_ma:79.06 loss:-0.03479 fps:1636 +frame:3.50e+05 wall_t:214 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.586 +2026-01-07 11:12:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:178.00 total_reward_ma:81.81 loss:-0.02981 fps:1636 +frame:3.60e+05 wall_t:220 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.499 +2026-01-07 11:12:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:180.00 total_reward_ma:84.47 loss:-0.03388 fps:1637 +frame:3.70e+05 wall_t:226 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.586 +2026-01-07 11:12:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:178.00 total_reward_ma:86.93 loss:-0.03251 fps:1638 +frame:3.80e+05 wall_t:232 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.486 +2026-01-07 11:12:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:152.00 total_reward_ma:88.60 loss:-0.03082 fps:1639 +frame:3.90e+05 wall_t:238 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.567 +2026-01-07 11:12:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:156.00 total_reward_ma:90.28 loss:-0.031 fps:1639 +frame:4.00e+05 wall_t:244 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.453 +2026-01-07 11:12:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:168.00 total_reward_ma:92.18 loss:-0.03482 fps:1640 +frame:4.10e+05 wall_t:250 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.535 +2026-01-07 11:12:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:172.00 total_reward_ma:94.08 loss:-0.03151 fps:1641 +frame:4.20e+05 wall_t:256 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.545 +2026-01-07 11:13:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:188.00 total_reward_ma:96.26 loss:-0.03238 fps:1641 +frame:4.30e+05 wall_t:262 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.456 +2026-01-07 11:13:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:186.00 total_reward_ma:98.30 loss:-0.03671 fps:1648 +frame:4.40e+05 wall_t:267 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.484 +2026-01-07 11:13:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:202.00 total_reward_ma:100.61 loss:-0.03202 fps:1648 +frame:4.50e+05 wall_t:273 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.377 +2026-01-07 11:13:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:222.00 total_reward_ma:103.24 loss:-0.02959 fps:1649 +frame:4.60e+05 wall_t:279 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.419 +2026-01-07 11:13:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:240.00 total_reward_ma:106.15 loss:-0.03158 fps:1649 +frame:4.70e+05 wall_t:285 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.238 +2026-01-07 11:13:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:258.00 total_reward_ma:109.32 loss:-0.03097 fps:1655 +frame:4.80e+05 wall_t:290 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.321 +2026-01-07 11:13:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:258.00 total_reward_ma:112.35 loss:-0.02876 fps:1650 +frame:4.90e+05 wall_t:297 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.384 +2026-01-07 11:13:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:252.00 total_reward_ma:115.14 loss:-0.02922 fps:1656 +frame:5.00e+05 wall_t:302 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.386 +2026-01-07 11:13:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:250.00 total_reward_ma:117.79 loss:-0.03058 fps:1656 +frame:5.10e+05 wall_t:308 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.272 +2026-01-07 11:13:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:254.00 total_reward_ma:120.41 loss:-0.03212 fps:1656 +frame:5.20e+05 wall_t:314 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.43 +2026-01-07 11:14:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:276.00 total_reward_ma:123.34 loss:-0.03348 fps:1651 +frame:5.30e+05 wall_t:321 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.474 +2026-01-07 11:14:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:272.00 total_reward_ma:126.10 loss:-0.03163 fps:1651 +frame:5.40e+05 wall_t:327 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.355 +2026-01-07 11:14:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:272.00 total_reward_ma:128.75 loss:-0.03123 fps:1652 +frame:5.50e+05 wall_t:333 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.412 +2026-01-07 11:14:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:268.00 total_reward_ma:131.24 loss:-0.03224 fps:1652 +frame:5.60e+05 wall_t:339 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.303 +2026-01-07 11:14:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:256.00 total_reward_ma:133.43 loss:-0.0326 fps:1652 +frame:5.70e+05 wall_t:345 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.458 +2026-01-07 11:14:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:278.00 total_reward_ma:135.92 loss:-0.03453 fps:1652 +frame:5.80e+05 wall_t:351 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.344 +2026-01-07 11:14:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:290.00 total_reward_ma:138.53 loss:-0.02973 fps:1657 +frame:5.90e+05 wall_t:356 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.384 +2026-01-07 11:14:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:290.00 total_reward_ma:141.05 loss:-0.03267 fps:1657 +frame:6.00e+05 wall_t:362 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.324 +2026-01-07 11:14:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:296.00 total_reward_ma:143.59 loss:-0.03524 fps:1658 +frame:6.10e+05 wall_t:368 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.389 +2026-01-07 11:14:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:292.00 total_reward_ma:145.99 loss:-0.03779 fps:1658 +frame:6.20e+05 wall_t:374 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.373 +2026-01-07 11:15:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:292.00 total_reward_ma:148.31 loss:-0.02982 fps:1662 +frame:6.30e+05 wall_t:379 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.207 +2026-01-07 11:15:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:304.00 total_reward_ma:150.74 loss:-0.0313 fps:1662 +frame:6.40e+05 wall_t:385 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.402 +2026-01-07 11:15:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:322.00 total_reward_ma:153.37 loss:-0.03377 fps:1662 +frame:6.50e+05 wall_t:391 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.277 +2026-01-07 11:15:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:336.00 total_reward_ma:156.14 loss:-0.03304 fps:1667 +frame:6.60e+05 wall_t:396 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.244 +2026-01-07 11:15:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:364.00 total_reward_ma:159.24 loss:-0.03106 fps:1667 +frame:6.70e+05 wall_t:402 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.297 +2026-01-07 11:15:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:376.00 total_reward_ma:162.43 loss:-0.03468 fps:1667 +frame:6.80e+05 wall_t:408 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.246 +2026-01-07 11:15:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:384.00 total_reward_ma:165.64 loss:-0.03247 fps:1667 +frame:6.90e+05 wall_t:414 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.223 +2026-01-07 11:15:43 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:382.00 total_reward_ma:168.73 loss:-0.03248 fps:1663 +frame:7.00e+05 wall_t:421 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.362 +2026-01-07 11:15:49 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:362.00 total_reward_ma:171.45 loss:-0.02799 fps:1663 +frame:7.10e+05 wall_t:427 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.191 +2026-01-07 11:15:55 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:336.00 total_reward_ma:173.74 loss:-0.02987 fps:1663 +frame:7.20e+05 wall_t:433 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.209 +2026-01-07 11:16:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:326.00 total_reward_ma:175.83 loss:-0.03246 fps:1663 +frame:7.30e+05 wall_t:439 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.386 +2026-01-07 11:16:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:324.00 total_reward_ma:177.83 loss:-0.03101 fps:1659 +frame:7.40e+05 wall_t:446 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.277 +2026-01-07 11:16:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:326.00 total_reward_ma:179.80 loss:-0.03236 fps:1659 +frame:7.50e+05 wall_t:452 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.322 +2026-01-07 11:16:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:352.00 total_reward_ma:182.07 loss:-0.03626 fps:1659 +frame:7.60e+05 wall_t:458 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.428 +2026-01-07 11:16:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:372.00 total_reward_ma:184.54 loss:-0.03192 fps:1663 +frame:7.70e+05 wall_t:463 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.37 +2026-01-07 11:16:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:396.00 total_reward_ma:187.25 loss:-0.03378 fps:1660 +frame:7.80e+05 wall_t:470 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.42 +2026-01-07 11:16:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:378.00 total_reward_ma:189.66 loss:-0.03379 fps:1660 +frame:7.90e+05 wall_t:476 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.395 +2026-01-07 11:16:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:390.00 total_reward_ma:192.17 loss:-0.03258 fps:1660 +frame:8.00e+05 wall_t:482 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.331 +2026-01-07 11:16:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:380.00 total_reward_ma:194.48 loss:-0.02918 fps:1660 +frame:8.10e+05 wall_t:488 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.326 +2026-01-07 11:16:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:404.00 total_reward_ma:197.04 loss:-0.03019 fps:1660 +frame:8.20e+05 wall_t:494 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.3 +2026-01-07 11:17:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:398.00 total_reward_ma:199.46 loss:-0.02929 fps:1660 +frame:8.30e+05 wall_t:500 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.318 +2026-01-07 11:17:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:424.00 total_reward_ma:202.13 loss:-0.02996 fps:1660 +frame:8.40e+05 wall_t:506 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.408 +2026-01-07 11:17:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:428.00 total_reward_ma:204.79 loss:-0.03246 fps:1660 +frame:8.50e+05 wall_t:512 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.348 +2026-01-07 11:17:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:428.00 total_reward_ma:207.39 loss:-0.03217 fps:1663 +frame:8.60e+05 wall_t:517 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.379 +2026-01-07 11:17:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:408.00 total_reward_ma:209.69 loss:-0.03288 fps:1660 +frame:8.70e+05 wall_t:524 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.402 +2026-01-07 11:17:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:386.00 total_reward_ma:211.70 loss:-0.0344 fps:1660 +frame:8.80e+05 wall_t:530 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.435 +2026-01-07 11:17:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:372.00 total_reward_ma:213.50 loss:-0.03245 fps:1660 +frame:8.90e+05 wall_t:536 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.353 +2026-01-07 11:17:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:380.00 total_reward_ma:215.35 loss:-0.03281 fps:1661 +frame:9.00e+05 wall_t:542 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.338 +2026-01-07 11:17:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:368.00 total_reward_ma:217.02 loss:-0.03399 fps:1661 +frame:9.10e+05 wall_t:548 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.359 +2026-01-07 11:17:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:364.00 total_reward_ma:218.62 loss:-0.0323 fps:1661 +frame:9.20e+05 wall_t:554 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.356 +2026-01-07 11:18:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:368.00 total_reward_ma:220.23 loss:-0.03488 fps:1661 +frame:9.30e+05 wall_t:560 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.397 +2026-01-07 11:18:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:360.00 total_reward_ma:221.72 loss:-0.0318 fps:1664 +frame:9.40e+05 wall_t:565 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.387 +2026-01-07 11:18:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:352.00 total_reward_ma:223.09 loss:-0.03463 fps:1664 +frame:9.50e+05 wall_t:571 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.295 +2026-01-07 11:18:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:358.00 total_reward_ma:224.49 loss:-0.03078 fps:1664 +frame:9.60e+05 wall_t:577 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.335 +2026-01-07 11:18:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:344.00 total_reward_ma:225.72 loss:-0.0364 fps:1664 +frame:9.70e+05 wall_t:583 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.352 +2026-01-07 11:18:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:340.00 total_reward_ma:226.89 loss:-0.03233 fps:1664 +frame:9.80e+05 wall_t:589 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.272 +2026-01-07 11:18:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:350.00 total_reward_ma:228.13 loss:-0.03537 fps:1664 +frame:9.90e+05 wall_t:595 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.335 +2026-01-07 11:18:43 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:340.00 total_reward_ma:229.25 loss:-0.03307 fps:1664 +frame:1.00e+06 wall_t:601 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.303 +2026-01-07 11:18:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:344.00 total_reward_ma:232.69 loss:-0.03241 fps:1664 +frame:1.01e+06 wall_t:607 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.345 +2026-01-07 11:18:55 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:354.00 total_reward_ma:236.05 loss:-0.03429 fps:1667 +frame:1.02e+06 wall_t:612 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.241 +2026-01-07 11:19:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:370.00 total_reward_ma:239.50 loss:-0.03337 fps:1667 +frame:1.03e+06 wall_t:618 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.362 +2026-01-07 11:19:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:362.00 total_reward_ma:242.78 loss:-0.03367 fps:1667 +frame:1.04e+06 wall_t:624 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.281 +2026-01-07 11:19:12 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:362.00 total_reward_ma:246.02 loss:-0.02994 fps:1669 +frame:1.05e+06 wall_t:629 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.149 +2026-01-07 11:19:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:372.00 total_reward_ma:249.30 loss:-0.03496 fps:1669 +frame:1.06e+06 wall_t:635 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.27 +2026-01-07 11:19:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:366.00 total_reward_ma:252.36 loss:-0.03065 fps:1667 +frame:1.07e+06 wall_t:642 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.316 +2026-01-07 11:19:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:370.00 total_reward_ma:255.48 loss:-0.03359 fps:1667 +frame:1.08e+06 wall_t:648 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.351 +2026-01-07 11:19:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:386.00 total_reward_ma:258.80 loss:-0.03559 fps:1667 +frame:1.09e+06 wall_t:654 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.335 +2026-01-07 11:19:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:402.00 total_reward_ma:262.24 loss:-0.03009 fps:1667 +frame:1.10e+06 wall_t:660 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.183 +2026-01-07 11:19:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:398.00 total_reward_ma:265.72 loss:-0.03316 fps:1669 +frame:1.11e+06 wall_t:665 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.349 +2026-01-07 11:19:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:414.00 total_reward_ma:269.30 loss:-0.03343 fps:1669 +frame:1.12e+06 wall_t:671 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.256 +2026-01-07 11:19:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:418.00 total_reward_ma:272.82 loss:-0.02898 fps:1672 +frame:1.13e+06 wall_t:676 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.166 +2026-01-07 11:20:06 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:422.00 total_reward_ma:276.42 loss:-0.03391 fps:1669 +frame:1.14e+06 wall_t:683 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.28 +2026-01-07 11:20:12 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:436.00 total_reward_ma:280.18 loss:-0.03405 fps:1669 +frame:1.15e+06 wall_t:689 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.365 +2026-01-07 11:20:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:436.00 total_reward_ma:283.98 loss:-0.03025 fps:1669 +frame:1.16e+06 wall_t:695 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.265 +2026-01-07 11:20:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:464.00 total_reward_ma:288.14 loss:-0.03054 fps:1667 +frame:1.17e+06 wall_t:702 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.121 +2026-01-07 11:20:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:472.00 total_reward_ma:292.30 loss:-0.02891 fps:1667 +frame:1.18e+06 wall_t:708 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.114 +2026-01-07 11:20:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:490.00 total_reward_ma:296.52 loss:-0.03252 fps:1667 +frame:1.19e+06 wall_t:714 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.124 +2026-01-07 11:20:41 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:484.00 total_reward_ma:300.62 loss:-0.02574 fps:1669 +frame:1.20e+06 wall_t:719 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.045 +2026-01-07 11:20:48 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:498.00 total_reward_ma:304.82 loss:-0.0285 fps:1669 +frame:1.21e+06 wall_t:725 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.136 +2026-01-07 11:20:54 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:468.00 total_reward_ma:308.78 loss:-0.02925 fps:1669 +frame:1.22e+06 wall_t:731 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.096 +2026-01-07 11:20:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:472.00 total_reward_ma:312.80 loss:-0.02995 fps:1669 +frame:1.23e+06 wall_t:737 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.164 +2026-01-07 11:21:06 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:450.00 total_reward_ma:316.52 loss:-0.03139 fps:1669 +frame:1.24e+06 wall_t:743 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.188 +2026-01-07 11:21:12 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:460.00 total_reward_ma:320.26 loss:-0.03723 fps:1669 +frame:1.25e+06 wall_t:749 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.3 +2026-01-07 11:21:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:436.00 total_reward_ma:323.60 loss:-0.03068 fps:1669 +frame:1.26e+06 wall_t:755 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.214 +2026-01-07 11:21:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:438.00 total_reward_ma:326.92 loss:-0.03086 fps:1669 +frame:1.27e+06 wall_t:761 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.298 +2026-01-07 11:21:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:440.00 total_reward_ma:330.18 loss:-0.03045 fps:1669 +frame:1.28e+06 wall_t:767 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.205 +2026-01-07 11:21:35 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:470.00 total_reward_ma:333.66 loss:-0.03378 fps:1671 +frame:1.29e+06 wall_t:772 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.281 +2026-01-07 11:21:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:474.00 total_reward_ma:336.96 loss:-0.03007 fps:1671 +frame:1.30e+06 wall_t:778 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.023 +2026-01-07 11:21:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:508.00 total_reward_ma:340.48 loss:-0.03154 fps:1671 +frame:1.31e+06 wall_t:784 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.189 +2026-01-07 11:21:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:522.00 total_reward_ma:344.00 loss:-0.03426 fps:1671 +frame:1.32e+06 wall_t:790 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.264 +2026-01-07 11:21:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:528.00 total_reward_ma:347.72 loss:-0.03292 fps:1671 +frame:1.33e+06 wall_t:796 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.257 +2026-01-07 11:22:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:528.00 total_reward_ma:351.52 loss:-0.03293 fps:1671 +frame:1.34e+06 wall_t:802 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.146 +2026-01-07 11:22:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:516.00 total_reward_ma:354.88 loss:-0.03036 fps:1673 +frame:1.35e+06 wall_t:807 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.247 +2026-01-07 11:22:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:518.00 total_reward_ma:358.28 loss:-0.03316 fps:1671 +frame:1.36e+06 wall_t:814 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.292 +2026-01-07 11:22:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:514.00 total_reward_ma:361.62 loss:-0.03386 fps:1673 +frame:1.37e+06 wall_t:819 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.333 +2026-01-07 11:22:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:490.00 total_reward_ma:364.74 loss:-0.03092 fps:1673 +frame:1.38e+06 wall_t:825 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.275 +2026-01-07 11:22:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:494.00 total_reward_ma:368.16 loss:-0.0327 fps:1673 +frame:1.39e+06 wall_t:831 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.174 +2026-01-07 11:22:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:508.00 total_reward_ma:371.68 loss:-0.03285 fps:1673 +frame:1.40e+06 wall_t:837 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.053 +2026-01-07 11:22:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:502.00 total_reward_ma:375.02 loss:-0.0326 fps:1673 +frame:1.41e+06 wall_t:843 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.203 +2026-01-07 11:22:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:494.00 total_reward_ma:378.24 loss:-0.03109 fps:1673 +frame:1.42e+06 wall_t:849 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.099 +2026-01-07 11:22:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:518.00 total_reward_ma:381.54 loss:-0.02627 fps:1674 +frame:1.43e+06 wall_t:854 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.828 +2026-01-07 11:23:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:530.00 total_reward_ma:384.98 loss:-0.03018 fps:1674 +frame:1.44e+06 wall_t:860 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.158 +2026-01-07 11:23:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:542.00 total_reward_ma:388.38 loss:-0.02622 fps:1674 +frame:1.45e+06 wall_t:866 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.937 +2026-01-07 11:23:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:562.00 total_reward_ma:391.78 loss:-0.03172 fps:1676 +frame:1.46e+06 wall_t:871 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.953 +2026-01-07 11:23:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:580.00 total_reward_ma:395.18 loss:-0.03094 fps:1676 +frame:1.47e+06 wall_t:877 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.198 +2026-01-07 11:23:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:600.00 total_reward_ma:398.60 loss:-0.0318 fps:1676 +frame:1.48e+06 wall_t:883 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.212 +2026-01-07 11:23:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:586.00 total_reward_ma:401.88 loss:-0.02898 fps:1676 +frame:1.49e+06 wall_t:889 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.042 +2026-01-07 11:23:38 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:612.00 total_reward_ma:405.48 loss:-0.02812 fps:1676 +frame:1.50e+06 wall_t:895 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.96 +2026-01-07 11:23:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:598.00 total_reward_ma:408.96 loss:-0.03266 fps:1674 +frame:1.51e+06 wall_t:902 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.245 +2026-01-07 11:23:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:626.00 total_reward_ma:412.68 loss:-0.03321 fps:1674 +frame:1.52e+06 wall_t:908 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.22 +2026-01-07 11:23:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:622.00 total_reward_ma:416.14 loss:-0.03018 fps:1676 +frame:1.53e+06 wall_t:913 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.212 +2026-01-07 11:24:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:624.00 total_reward_ma:419.66 loss:-0.03217 fps:1678 +frame:1.54e+06 wall_t:918 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.067 +2026-01-07 11:24:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:626.00 total_reward_ma:423.20 loss:-0.03275 fps:1677 +frame:1.55e+06 wall_t:924 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.071 +2026-01-07 11:24:12 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:644.00 total_reward_ma:426.96 loss:-0.03035 fps:1677 +frame:1.56e+06 wall_t:930 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.112 +2026-01-07 11:24:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:636.00 total_reward_ma:430.76 loss:-0.03427 fps:1677 +frame:1.57e+06 wall_t:936 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.088 +2026-01-07 11:24:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:626.00 total_reward_ma:434.24 loss:-0.03119 fps:1677 +frame:1.58e+06 wall_t:942 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.047 +2026-01-07 11:24:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:638.00 total_reward_ma:437.72 loss:-0.03443 fps:1679 +frame:1.59e+06 wall_t:947 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.057 +2026-01-07 11:24:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:616.00 total_reward_ma:440.98 loss:-0.03123 fps:1679 +frame:1.60e+06 wall_t:953 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.179 +2026-01-07 11:24:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:628.00 total_reward_ma:444.30 loss:-0.03017 fps:1679 +frame:1.61e+06 wall_t:959 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.11 +2026-01-07 11:24:48 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:632.00 total_reward_ma:447.70 loss:-0.03331 fps:1679 +frame:1.62e+06 wall_t:965 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.12 +2026-01-07 11:24:54 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:634.00 total_reward_ma:451.12 loss:-0.03073 fps:1679 +frame:1.63e+06 wall_t:971 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.079 +2026-01-07 11:25:00 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:644.00 total_reward_ma:454.52 loss:-0.03208 fps:1679 +frame:1.64e+06 wall_t:977 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.997 +2026-01-07 11:25:06 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:676.00 total_reward_ma:458.06 loss:-0.02887 fps:1679 +frame:1.65e+06 wall_t:983 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.957 +2026-01-07 11:25:12 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:654.00 total_reward_ma:461.24 loss:-0.03086 fps:1678 +frame:1.66e+06 wall_t:989 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.094 +2026-01-07 11:25:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:670.00 total_reward_ma:464.30 loss:-0.03188 fps:1677 +frame:1.67e+06 wall_t:996 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.998 +2026-01-07 11:25:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:676.00 total_reward_ma:467.30 loss:-0.03247 fps:1677 +frame:1.68e+06 wall_t:1002 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.073 +2026-01-07 11:25:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:692.00 total_reward_ma:470.38 loss:-0.03093 fps:1677 +frame:1.69e+06 wall_t:1008 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.044 +2026-01-07 11:25:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:660.00 total_reward_ma:473.16 loss:-0.02933 fps:1677 +frame:1.70e+06 wall_t:1014 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.96 +2026-01-07 11:25:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:676.00 total_reward_ma:476.30 loss:-0.03221 fps:1678 +frame:1.71e+06 wall_t:1019 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.04 +2026-01-07 11:25:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:668.00 total_reward_ma:479.62 loss:-0.02865 fps:1678 +frame:1.72e+06 wall_t:1025 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.011 +2026-01-07 11:25:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:680.00 total_reward_ma:483.16 loss:-0.02783 fps:1678 +frame:1.73e+06 wall_t:1031 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.987 +2026-01-07 11:25:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:674.00 total_reward_ma:486.66 loss:-0.02864 fps:1678 +frame:1.74e+06 wall_t:1037 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.974 +2026-01-07 11:26:05 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:712.00 total_reward_ma:490.52 loss:-0.03094 fps:1678 +frame:1.75e+06 wall_t:1043 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.091 +2026-01-07 11:26:11 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:716.00 total_reward_ma:494.16 loss:-0.03205 fps:1679 +frame:1.76e+06 wall_t:1048 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.902 +2026-01-07 11:26:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:734.00 total_reward_ma:497.78 loss:-0.02947 fps:1679 +frame:1.77e+06 wall_t:1054 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.154 +2026-01-07 11:26:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:770.00 total_reward_ma:501.52 loss:-0.02971 fps:1679 +frame:1.78e+06 wall_t:1060 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.823 +2026-01-07 11:26:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:806.00 total_reward_ma:505.80 loss:-0.02813 fps:1681 +frame:1.79e+06 wall_t:1065 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.85 +2026-01-07 11:26:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:792.00 total_reward_ma:509.82 loss:-0.03012 fps:1681 +frame:1.80e+06 wall_t:1071 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.929 +2026-01-07 11:26:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:810.00 total_reward_ma:514.12 loss:-0.03147 fps:1682 +frame:1.81e+06 wall_t:1076 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.059 +2026-01-07 11:26:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:826.00 total_reward_ma:518.34 loss:-0.03372 fps:1681 +frame:1.82e+06 wall_t:1083 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.08 +2026-01-07 11:26:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:874.00 total_reward_ma:523.10 loss:-0.02906 fps:1680 +frame:1.83e+06 wall_t:1089 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.998 +2026-01-07 11:26:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:842.00 total_reward_ma:527.28 loss:-0.03023 fps:1680 +frame:1.84e+06 wall_t:1095 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.887 +2026-01-07 11:27:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:850.00 total_reward_ma:531.50 loss:-0.02657 fps:1680 +frame:1.85e+06 wall_t:1101 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.935 +2026-01-07 11:27:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:848.00 total_reward_ma:535.70 loss:-0.0271 fps:1680 +frame:1.86e+06 wall_t:1107 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.075 +2026-01-07 11:27:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:882.00 total_reward_ma:540.44 loss:-0.03156 fps:1680 +frame:1.87e+06 wall_t:1113 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.046 +2026-01-07 11:27:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:884.00 total_reward_ma:545.42 loss:-0.03112 fps:1680 +frame:1.88e+06 wall_t:1119 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.116 +2026-01-07 11:27:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:878.00 total_reward_ma:550.48 loss:-0.03216 fps:1679 +frame:1.89e+06 wall_t:1126 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.019 +2026-01-07 11:27:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:926.00 total_reward_ma:555.94 loss:-0.03104 fps:1680 +frame:1.90e+06 wall_t:1131 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.97 +2026-01-07 11:27:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:946.00 total_reward_ma:561.72 loss:-0.03082 fps:1680 +frame:1.91e+06 wall_t:1137 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.969 +2026-01-07 11:27:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:942.00 total_reward_ma:567.50 loss:-0.03041 fps:1680 +frame:1.92e+06 wall_t:1143 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.857 +2026-01-07 11:27:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:948.00 total_reward_ma:573.30 loss:-0.02962 fps:1680 +frame:1.93e+06 wall_t:1149 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.911 +2026-01-07 11:27:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:980.00 total_reward_ma:579.50 loss:-0.03083 fps:1680 +frame:1.94e+06 wall_t:1155 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.862 +2026-01-07 11:28:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1006.00 total_reward_ma:586.04 loss:-0.03168 fps:1680 +frame:1.95e+06 wall_t:1161 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.086 +2026-01-07 11:28:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1028.00 total_reward_ma:592.74 loss:-0.02955 fps:1680 +frame:1.96e+06 wall_t:1167 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.893 +2026-01-07 11:28:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1026.00 total_reward_ma:599.56 loss:-0.03184 fps:1681 +frame:1.97e+06 wall_t:1172 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.065 +2026-01-07 11:28:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1042.00 total_reward_ma:606.58 loss:-0.03161 fps:1679 +frame:1.98e+06 wall_t:1179 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.055 +2026-01-07 11:28:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1028.00 total_reward_ma:613.36 loss:-0.03019 fps:1679 +frame:1.99e+06 wall_t:1185 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.942 +2026-01-07 11:28:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1016.00 total_reward_ma:620.12 loss:-0.02565 fps:1679 +frame:2.00e+06 wall_t:1191 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.764 +2026-01-07 11:28:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1018.00 total_reward_ma:626.86 loss:-0.02835 fps:1679 +frame:2.01e+06 wall_t:1197 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.915 +2026-01-07 11:28:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1044.00 total_reward_ma:633.76 loss:-0.02768 fps:1679 +frame:2.02e+06 wall_t:1203 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.894 +2026-01-07 11:28:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1086.00 total_reward_ma:640.92 loss:-0.03103 fps:1679 +frame:2.03e+06 wall_t:1209 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.933 +2026-01-07 11:28:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1092.00 total_reward_ma:648.22 loss:-0.02653 fps:1679 +frame:2.04e+06 wall_t:1215 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.867 +2026-01-07 11:29:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1128.00 total_reward_ma:655.88 loss:-0.02984 fps:1679 +frame:2.05e+06 wall_t:1221 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.889 +2026-01-07 11:29:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1180.00 total_reward_ma:663.96 loss:-0.03194 fps:1679 +frame:2.06e+06 wall_t:1227 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.981 +2026-01-07 11:29:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1206.00 total_reward_ma:672.36 loss:-0.02771 fps:1679 +frame:2.07e+06 wall_t:1233 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.77 +2026-01-07 11:29:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1170.00 total_reward_ma:680.36 loss:-0.02667 fps:1680 +frame:2.08e+06 wall_t:1238 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.797 +2026-01-07 11:29:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1160.00 total_reward_ma:688.10 loss:-0.02865 fps:1680 +frame:2.09e+06 wall_t:1244 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.791 +2026-01-07 11:29:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1154.00 total_reward_ma:695.62 loss:-0.02895 fps:1681 +frame:2.10e+06 wall_t:1249 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.839 +2026-01-07 11:29:38 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1168.00 total_reward_ma:703.32 loss:-0.02775 fps:1681 +frame:2.11e+06 wall_t:1255 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.92 +2026-01-07 11:29:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1134.00 total_reward_ma:710.52 loss:-0.0281 fps:1680 +frame:2.12e+06 wall_t:1262 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.907 +2026-01-07 11:29:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1160.00 total_reward_ma:717.94 loss:-0.02973 fps:1680 +frame:2.13e+06 wall_t:1268 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.767 +2026-01-07 11:29:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1174.00 total_reward_ma:725.46 loss:-0.02755 fps:1681 +frame:2.14e+06 wall_t:1273 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.822 +2026-01-07 11:30:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1216.00 total_reward_ma:733.26 loss:-0.02818 fps:1681 +frame:2.15e+06 wall_t:1279 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.852 +2026-01-07 11:30:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1244.00 total_reward_ma:741.34 loss:-0.02845 fps:1681 +frame:2.16e+06 wall_t:1285 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.688 +2026-01-07 11:30:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1244.00 total_reward_ma:749.14 loss:-0.02912 fps:1681 +frame:2.17e+06 wall_t:1291 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.779 +2026-01-07 11:30:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1254.00 total_reward_ma:756.96 loss:-0.03 fps:1681 +frame:2.18e+06 wall_t:1297 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.858 +2026-01-07 11:30:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1238.00 total_reward_ma:764.44 loss:-0.02737 fps:1681 +frame:2.19e+06 wall_t:1303 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.78 +2026-01-07 11:30:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1260.00 total_reward_ma:772.20 loss:-0.02793 fps:1679 +frame:2.20e+06 wall_t:1310 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.856 +2026-01-07 11:30:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1256.00 total_reward_ma:779.78 loss:-0.03228 fps:1679 +frame:2.21e+06 wall_t:1316 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.865 +2026-01-07 11:30:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1246.00 total_reward_ma:787.56 loss:-0.03175 fps:1681 +frame:2.22e+06 wall_t:1321 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.034 +2026-01-07 11:30:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1238.00 total_reward_ma:795.22 loss:-0.0283 fps:1680 +frame:2.23e+06 wall_t:1327 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.773 +2026-01-07 11:30:55 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1240.00 total_reward_ma:803.12 loss:-0.02774 fps:1680 +frame:2.24e+06 wall_t:1333 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.741 +2026-01-07 11:31:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1276.00 total_reward_ma:811.28 loss:-0.02834 fps:1680 +frame:2.25e+06 wall_t:1339 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.688 +2026-01-07 11:31:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1324.00 total_reward_ma:820.16 loss:-0.03062 fps:1680 +frame:2.26e+06 wall_t:1345 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.707 +2026-01-07 11:31:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1352.00 total_reward_ma:829.30 loss:-0.02935 fps:1681 +frame:2.27e+06 wall_t:1350 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.783 +2026-01-07 11:31:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1374.00 total_reward_ma:838.64 loss:-0.02496 fps:1681 +frame:2.28e+06 wall_t:1356 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.636 +2026-01-07 11:31:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1408.00 total_reward_ma:848.02 loss:-0.02733 fps:1681 +frame:2.29e+06 wall_t:1362 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.69 +2026-01-07 11:31:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1412.00 total_reward_ma:857.40 loss:-0.02671 fps:1681 +frame:2.30e+06 wall_t:1368 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.685 +2026-01-07 11:31:35 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1394.00 total_reward_ma:866.26 loss:-0.02958 fps:1682 +frame:2.31e+06 wall_t:1373 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.727 +2026-01-07 11:31:41 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1386.00 total_reward_ma:874.90 loss:-0.02629 fps:1682 +frame:2.32e+06 wall_t:1379 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.807 +2026-01-07 11:31:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1358.00 total_reward_ma:883.20 loss:-0.02539 fps:1684 +frame:2.33e+06 wall_t:1384 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.587 +2026-01-07 11:31:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1342.00 total_reward_ma:891.34 loss:-0.02685 fps:1683 +frame:2.34e+06 wall_t:1390 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.675 +2026-01-07 11:31:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1344.00 total_reward_ma:899.62 loss:-0.02724 fps:1683 +frame:2.35e+06 wall_t:1396 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.679 +2026-01-07 11:32:05 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1322.00 total_reward_ma:907.66 loss:-0.02777 fps:1682 +frame:2.36e+06 wall_t:1403 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.751 +2026-01-07 11:32:12 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1340.00 total_reward_ma:915.92 loss:-0.02886 fps:1682 +frame:2.37e+06 wall_t:1409 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.636 +2026-01-07 11:32:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1320.00 total_reward_ma:924.22 loss:-0.02748 fps:1681 +frame:2.38e+06 wall_t:1416 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.65 +2026-01-07 11:32:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1322.00 total_reward_ma:932.50 loss:-0.02237 fps:1681 +frame:2.39e+06 wall_t:1422 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.581 +2026-01-07 11:32:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1346.00 total_reward_ma:940.88 loss:-0.02885 fps:1681 +frame:2.40e+06 wall_t:1428 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.607 +2026-01-07 11:32:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1318.00 total_reward_ma:949.04 loss:-0.02796 fps:1681 +frame:2.41e+06 wall_t:1434 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.675 +2026-01-07 11:32:43 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1332.00 total_reward_ma:957.42 loss:-0.02849 fps:1681 +frame:2.42e+06 wall_t:1440 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.769 +2026-01-07 11:32:49 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1330.00 total_reward_ma:965.54 loss:-0.02727 fps:1680 +frame:2.43e+06 wall_t:1446 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.626 +2026-01-07 11:32:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1360.00 total_reward_ma:973.84 loss:-0.02853 fps:1679 +frame:2.44e+06 wall_t:1453 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.644 +2026-01-07 11:33:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1378.00 total_reward_ma:982.20 loss:-0.02687 fps:1679 +frame:2.45e+06 wall_t:1459 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.605 +2026-01-07 11:33:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1394.00 total_reward_ma:990.52 loss:-0.02606 fps:1679 +frame:2.46e+06 wall_t:1465 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.579 +2026-01-07 11:33:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1420.00 total_reward_ma:998.92 loss:-0.02755 fps:1679 +frame:2.47e+06 wall_t:1471 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.642 +2026-01-07 11:33:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1424.00 total_reward_ma:1007.16 loss:-0.02848 fps:1680 +frame:2.48e+06 wall_t:1476 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.688 +2026-01-07 11:33:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1440.00 total_reward_ma:1015.70 loss:-0.026 fps:1680 +frame:2.49e+06 wall_t:1482 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.578 +2026-01-07 11:33:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1454.00 total_reward_ma:1024.12 loss:-0.02779 fps:1680 +frame:2.50e+06 wall_t:1488 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.605 +2026-01-07 11:33:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1428.00 total_reward_ma:1032.42 loss:-0.0282 fps:1680 +frame:2.51e+06 wall_t:1494 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.748 +2026-01-07 11:33:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1432.00 total_reward_ma:1040.48 loss:-0.02847 fps:1681 +frame:2.52e+06 wall_t:1499 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.738 +2026-01-07 11:33:48 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1426.00 total_reward_ma:1048.52 loss:-0.02722 fps:1681 +frame:2.53e+06 wall_t:1505 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.626 +2026-01-07 11:33:54 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1404.00 total_reward_ma:1056.32 loss:-0.03021 fps:1680 +frame:2.54e+06 wall_t:1512 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.751 +2026-01-07 11:34:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1418.00 total_reward_ma:1064.24 loss:-0.02561 fps:1680 +frame:2.55e+06 wall_t:1518 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.706 +2026-01-07 11:34:06 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1392.00 total_reward_ma:1071.72 loss:-0.0286 fps:1680 +frame:2.56e+06 wall_t:1524 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.643 +2026-01-07 11:34:11 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1370.00 total_reward_ma:1079.06 loss:-0.02817 fps:1681 +frame:2.57e+06 wall_t:1529 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.648 +2026-01-07 11:34:17 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1368.00 total_reward_ma:1086.48 loss:-0.03007 fps:1681 +frame:2.58e+06 wall_t:1535 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.767 +2026-01-07 11:34:23 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1312.00 total_reward_ma:1093.22 loss:-0.02665 fps:1682 +frame:2.59e+06 wall_t:1540 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.657 +2026-01-07 11:34:29 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1342.00 total_reward_ma:1100.48 loss:-0.03105 fps:1682 +frame:2.60e+06 wall_t:1546 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.805 +2026-01-07 11:34:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1356.00 total_reward_ma:1107.76 loss:-0.02845 fps:1682 +frame:2.61e+06 wall_t:1552 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.666 +2026-01-07 11:34:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1370.00 total_reward_ma:1115.14 loss:-0.03117 fps:1682 +frame:2.62e+06 wall_t:1558 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.916 +2026-01-07 11:34:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1412.00 total_reward_ma:1122.92 loss:-0.02681 fps:1682 +frame:2.63e+06 wall_t:1564 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.709 +2026-01-07 11:34:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1418.00 total_reward_ma:1130.66 loss:-0.03125 fps:1682 +frame:2.64e+06 wall_t:1570 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.733 +2026-01-07 11:34:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1442.00 total_reward_ma:1138.32 loss:-0.02972 fps:1683 +frame:2.65e+06 wall_t:1575 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.93 +2026-01-07 11:35:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1454.00 total_reward_ma:1146.32 loss:-0.02884 fps:1682 +frame:2.66e+06 wall_t:1581 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.749 +2026-01-07 11:35:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1444.00 total_reward_ma:1154.06 loss:-0.02913 fps:1682 +frame:2.67e+06 wall_t:1587 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.972 +2026-01-07 11:35:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1446.00 total_reward_ma:1161.76 loss:-0.02715 fps:1682 +frame:2.68e+06 wall_t:1593 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.693 +2026-01-07 11:35:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1448.00 total_reward_ma:1169.32 loss:-0.03145 fps:1682 +frame:2.69e+06 wall_t:1599 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.776 +2026-01-07 11:35:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1440.00 total_reward_ma:1177.12 loss:-0.0308 fps:1682 +frame:2.70e+06 wall_t:1605 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.711 +2026-01-07 11:35:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1438.00 total_reward_ma:1184.74 loss:-0.02948 fps:1682 +frame:2.71e+06 wall_t:1611 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.707 +2026-01-07 11:35:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1472.00 total_reward_ma:1192.78 loss:-0.02878 fps:1683 +frame:2.72e+06 wall_t:1616 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.709 +2026-01-07 11:35:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1494.00 total_reward_ma:1200.92 loss:-0.02906 fps:1683 +frame:2.73e+06 wall_t:1622 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.775 +2026-01-07 11:35:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1518.00 total_reward_ma:1209.36 loss:-0.02924 fps:1684 +frame:2.74e+06 wall_t:1627 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.661 +2026-01-07 11:35:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1532.00 total_reward_ma:1217.56 loss:-0.02768 fps:1684 +frame:2.75e+06 wall_t:1633 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.515 +2026-01-07 11:36:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1534.00 total_reward_ma:1225.74 loss:-0.02885 fps:1684 +frame:2.76e+06 wall_t:1639 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.752 +2026-01-07 11:36:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1556.00 total_reward_ma:1233.96 loss:-0.02718 fps:1684 +frame:2.77e+06 wall_t:1645 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.607 +2026-01-07 11:36:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1552.00 total_reward_ma:1241.78 loss:-0.02745 fps:1684 +frame:2.78e+06 wall_t:1651 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.672 +2026-01-07 11:36:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1540.00 total_reward_ma:1249.12 loss:-0.02626 fps:1684 +frame:2.79e+06 wall_t:1657 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.621 +2026-01-07 11:36:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1548.00 total_reward_ma:1256.68 loss:-0.02769 fps:1684 +frame:2.80e+06 wall_t:1663 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.723 +2026-01-07 11:36:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1536.00 total_reward_ma:1263.94 loss:-0.02678 fps:1684 +frame:2.81e+06 wall_t:1669 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.674 +2026-01-07 11:36:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1508.00 total_reward_ma:1270.76 loss:-0.02661 fps:1685 +frame:2.82e+06 wall_t:1674 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.565 +2026-01-07 11:36:43 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1490.00 total_reward_ma:1276.92 loss:-0.02593 fps:1685 +frame:2.83e+06 wall_t:1680 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.569 +2026-01-07 11:36:49 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1486.00 total_reward_ma:1283.36 loss:-0.02348 fps:1684 +frame:2.84e+06 wall_t:1686 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.559 +2026-01-07 11:36:55 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1496.00 total_reward_ma:1289.82 loss:-0.02766 fps:1684 +frame:2.85e+06 wall_t:1692 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.655 +2026-01-07 11:37:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1494.00 total_reward_ma:1296.28 loss:-0.02796 fps:1684 +frame:2.86e+06 wall_t:1698 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.63 +2026-01-07 11:37:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1506.00 total_reward_ma:1302.52 loss:-0.02556 fps:1684 +frame:2.87e+06 wall_t:1704 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.617 +2026-01-07 11:37:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1524.00 total_reward_ma:1308.92 loss:-0.0292 fps:1684 +frame:2.88e+06 wall_t:1710 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.656 +2026-01-07 11:37:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1528.00 total_reward_ma:1315.42 loss:-0.02659 fps:1684 +frame:2.89e+06 wall_t:1716 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.659 +2026-01-07 11:37:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1554.00 total_reward_ma:1321.70 loss:-0.02822 fps:1684 +frame:2.90e+06 wall_t:1722 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.621 +2026-01-07 11:37:29 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1554.00 total_reward_ma:1327.78 loss:-0.02854 fps:1685 +frame:2.91e+06 wall_t:1727 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.629 +2026-01-07 11:37:35 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1548.00 total_reward_ma:1333.84 loss:-0.02703 fps:1686 +frame:2.92e+06 wall_t:1732 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.717 +2026-01-07 11:37:41 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1542.00 total_reward_ma:1339.78 loss:-0.02886 fps:1686 +frame:2.93e+06 wall_t:1738 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.62 +2026-01-07 11:37:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1526.00 total_reward_ma:1345.24 loss:-0.02778 fps:1686 +frame:2.94e+06 wall_t:1744 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.641 +2026-01-07 11:37:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1520.00 total_reward_ma:1350.38 loss:-0.02623 fps:1686 +frame:2.95e+06 wall_t:1750 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.695 +2026-01-07 11:37:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1528.00 total_reward_ma:1355.38 loss:-0.02662 fps:1686 +frame:2.96e+06 wall_t:1756 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.558 +2026-01-07 11:38:05 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1512.00 total_reward_ma:1360.24 loss:-0.02998 fps:1686 +frame:2.97e+06 wall_t:1762 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.714 +2026-01-07 11:38:11 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1526.00 total_reward_ma:1365.08 loss:-0.02623 fps:1686 +frame:2.98e+06 wall_t:1768 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.606 +2026-01-07 11:38:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1538.00 total_reward_ma:1370.18 loss:-0.02858 fps:1686 +frame:2.99e+06 wall_t:1773 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.531 +2026-01-07 11:38:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1526.00 total_reward_ma:1375.28 loss:-0.02808 fps:1686 +frame:3.00e+06 wall_t:1779 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.642 +2026-01-07 11:38:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1552.00 total_reward_ma:1380.62 loss:-0.02844 fps:1686 +frame:3.01e+06 wall_t:1785 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.663 +2026-01-07 11:38:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1552.00 total_reward_ma:1385.70 loss:-0.02857 fps:1686 +frame:3.02e+06 wall_t:1791 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.546 +2026-01-07 11:38:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1554.00 total_reward_ma:1390.38 loss:-0.02753 fps:1687 +frame:3.03e+06 wall_t:1796 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.733 +2026-01-07 11:38:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1546.00 total_reward_ma:1394.92 loss:-0.02828 fps:1687 +frame:3.04e+06 wall_t:1802 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.79 +2026-01-07 11:38:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1556.00 total_reward_ma:1399.20 loss:-0.02528 fps:1686 +frame:3.05e+06 wall_t:1809 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.681 +2026-01-07 11:38:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1574.00 total_reward_ma:1403.14 loss:-0.02712 fps:1686 +frame:3.06e+06 wall_t:1815 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.601 +2026-01-07 11:39:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1586.00 total_reward_ma:1406.94 loss:-0.02941 fps:1686 +frame:3.07e+06 wall_t:1821 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.622 +2026-01-07 11:39:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1576.00 total_reward_ma:1411.00 loss:-0.02618 fps:1686 +frame:3.08e+06 wall_t:1827 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.656 +2026-01-07 11:39:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1415.54 loss:-0.02891 fps:1685 +frame:3.09e+06 wall_t:1834 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.616 +2026-01-07 11:39:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1612.00 total_reward_ma:1420.12 loss:-0.02523 fps:1685 +frame:3.10e+06 wall_t:1840 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.454 +2026-01-07 11:39:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1424.70 loss:-0.02549 fps:1686 +frame:3.11e+06 wall_t:1845 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.586 +2026-01-07 11:39:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1429.50 loss:-0.03003 fps:1686 +frame:3.12e+06 wall_t:1851 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.565 +2026-01-07 11:39:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1610.00 total_reward_ma:1434.00 loss:-0.03073 fps:1686 +frame:3.13e+06 wall_t:1857 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.429 +2026-01-07 11:39:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1608.00 total_reward_ma:1438.34 loss:-0.02823 fps:1685 +frame:3.14e+06 wall_t:1863 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.61 +2026-01-07 11:39:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1600.00 total_reward_ma:1442.18 loss:-0.02923 fps:1685 +frame:3.15e+06 wall_t:1869 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.65 +2026-01-07 11:39:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1586.00 total_reward_ma:1445.60 loss:-0.02652 fps:1686 +frame:3.16e+06 wall_t:1874 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.765 +2026-01-07 11:40:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1600.00 total_reward_ma:1449.16 loss:-0.02815 fps:1686 +frame:3.17e+06 wall_t:1880 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.696 +2026-01-07 11:40:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1590.00 total_reward_ma:1452.52 loss:-0.02908 fps:1685 +frame:3.18e+06 wall_t:1887 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.696 +2026-01-07 11:40:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1456.18 loss:-0.02966 fps:1685 +frame:3.19e+06 wall_t:1893 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.641 +2026-01-07 11:40:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1632.00 total_reward_ma:1459.90 loss:-0.0294 fps:1685 +frame:3.20e+06 wall_t:1899 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.746 +2026-01-07 11:40:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1620.00 total_reward_ma:1463.54 loss:-0.02829 fps:1685 +frame:3.21e+06 wall_t:1905 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.729 +2026-01-07 11:40:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1467.24 loss:-0.02796 fps:1685 +frame:3.22e+06 wall_t:1911 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.596 +2026-01-07 11:40:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1608.00 total_reward_ma:1470.94 loss:-0.0285 fps:1685 +frame:3.23e+06 wall_t:1917 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.54 +2026-01-07 11:40:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1474.52 loss:-0.02838 fps:1685 +frame:3.24e+06 wall_t:1923 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.597 +2026-01-07 11:40:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1574.00 total_reward_ma:1477.50 loss:-0.02871 fps:1686 +frame:3.25e+06 wall_t:1928 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.666 +2026-01-07 11:40:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1566.00 total_reward_ma:1479.92 loss:-0.02857 fps:1686 +frame:3.26e+06 wall_t:1934 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.471 +2026-01-07 11:41:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1564.00 total_reward_ma:1482.04 loss:-0.03029 fps:1686 +frame:3.27e+06 wall_t:1939 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.598 +2026-01-07 11:41:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1578.00 total_reward_ma:1484.08 loss:-0.02834 fps:1686 +frame:3.28e+06 wall_t:1945 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.577 +2026-01-07 11:41:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1485.98 loss:-0.02888 fps:1686 +frame:3.29e+06 wall_t:1951 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.552 +2026-01-07 11:41:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1606.00 total_reward_ma:1487.92 loss:-0.02411 fps:1686 +frame:3.30e+06 wall_t:1957 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.586 +2026-01-07 11:41:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1618.00 total_reward_ma:1490.16 loss:-0.02535 fps:1687 +frame:3.31e+06 wall_t:1962 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.564 +2026-01-07 11:41:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1638.00 total_reward_ma:1492.68 loss:-0.02837 fps:1687 +frame:3.32e+06 wall_t:1968 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.517 +2026-01-07 11:41:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1495.44 loss:-0.02833 fps:1687 +frame:3.33e+06 wall_t:1974 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.557 +2026-01-07 11:41:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1648.00 total_reward_ma:1498.50 loss:-0.02486 fps:1687 +frame:3.34e+06 wall_t:1980 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.445 +2026-01-07 11:41:48 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1640.00 total_reward_ma:1501.46 loss:-0.02425 fps:1687 +frame:3.35e+06 wall_t:1986 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.455 +2026-01-07 11:41:54 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1646.00 total_reward_ma:1504.70 loss:-0.02761 fps:1688 +frame:3.36e+06 wall_t:1991 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.574 +2026-01-07 11:42:00 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1642.00 total_reward_ma:1507.72 loss:-0.02766 fps:1688 +frame:3.37e+06 wall_t:1997 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.477 +2026-01-07 11:42:06 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1624.00 total_reward_ma:1510.76 loss:-0.02591 fps:1687 +frame:3.38e+06 wall_t:2003 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.556 +2026-01-07 11:42:11 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1513.68 loss:-0.02634 fps:1687 +frame:3.39e+06 wall_t:2009 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.453 +2026-01-07 11:42:17 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1638.00 total_reward_ma:1516.60 loss:-0.02244 fps:1688 +frame:3.40e+06 wall_t:2014 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.448 +2026-01-07 11:42:23 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1622.00 total_reward_ma:1519.64 loss:-0.02698 fps:1688 +frame:3.41e+06 wall_t:2020 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.437 +2026-01-07 11:42:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1522.66 loss:-0.02435 fps:1689 +frame:3.42e+06 wall_t:2025 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.406 +2026-01-07 11:42:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1525.70 loss:-0.02685 fps:1688 +frame:3.43e+06 wall_t:2032 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.39 +2026-01-07 11:42:41 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1646.00 total_reward_ma:1528.56 loss:-0.02572 fps:1688 +frame:3.44e+06 wall_t:2038 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.49 +2026-01-07 11:42:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1686.00 total_reward_ma:1531.64 loss:-0.0252 fps:1688 +frame:3.45e+06 wall_t:2044 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.549 +2026-01-07 11:42:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1672.00 total_reward_ma:1534.42 loss:-0.02782 fps:1688 +frame:3.46e+06 wall_t:2050 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.54 +2026-01-07 11:42:59 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1676.00 total_reward_ma:1536.98 loss:-0.02497 fps:1688 +frame:3.47e+06 wall_t:2056 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.441 +2026-01-07 11:43:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1656.00 total_reward_ma:1539.30 loss:-0.02775 fps:1688 +frame:3.48e+06 wall_t:2062 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.374 +2026-01-07 11:43:11 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1541.24 loss:-0.02307 fps:1688 +frame:3.49e+06 wall_t:2068 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.41 +2026-01-07 11:43:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1630.00 total_reward_ma:1543.00 loss:-0.02327 fps:1688 +frame:3.50e+06 wall_t:2073 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.347 +2026-01-07 11:43:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1544.70 loss:-0.02441 fps:1688 +frame:3.51e+06 wall_t:2079 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.45 +2026-01-07 11:43:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1546.42 loss:-0.02686 fps:1688 +frame:3.52e+06 wall_t:2085 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.452 +2026-01-07 11:43:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1618.00 total_reward_ma:1548.34 loss:-0.02244 fps:1689 +frame:3.53e+06 wall_t:2090 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.429 +2026-01-07 11:43:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1622.00 total_reward_ma:1550.52 loss:-0.02386 fps:1689 +frame:3.54e+06 wall_t:2096 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.457 +2026-01-07 11:43:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1612.00 total_reward_ma:1552.46 loss:-0.02561 fps:1689 +frame:3.55e+06 wall_t:2102 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.358 +2026-01-07 11:43:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1612.00 total_reward_ma:1554.66 loss:-0.02595 fps:1689 +frame:3.56e+06 wall_t:2108 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.419 +2026-01-07 11:43:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1556.94 loss:-0.02641 fps:1689 +frame:3.57e+06 wall_t:2114 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.318 +2026-01-07 11:44:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1620.00 total_reward_ma:1559.46 loss:-0.02143 fps:1689 +frame:3.58e+06 wall_t:2120 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.462 +2026-01-07 11:44:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1596.00 total_reward_ma:1562.30 loss:-0.02607 fps:1689 +frame:3.59e+06 wall_t:2126 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.339 +2026-01-07 11:44:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1578.00 total_reward_ma:1564.66 loss:-0.02425 fps:1689 +frame:3.60e+06 wall_t:2132 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.387 +2026-01-07 11:44:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1582.00 total_reward_ma:1566.92 loss:-0.02611 fps:1688 +frame:3.61e+06 wall_t:2138 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.497 +2026-01-07 11:44:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1569.26 loss:-0.0249 fps:1688 +frame:3.62e+06 wall_t:2144 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.551 +2026-01-07 11:44:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1592.00 total_reward_ma:1571.06 loss:-0.0248 fps:1688 +frame:3.63e+06 wall_t:2150 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.578 +2026-01-07 11:44:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1590.00 total_reward_ma:1572.78 loss:-0.0255 fps:1688 +frame:3.64e+06 wall_t:2156 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.508 +2026-01-07 11:44:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1602.00 total_reward_ma:1574.38 loss:-0.02902 fps:1688 +frame:3.65e+06 wall_t:2162 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.563 +2026-01-07 11:44:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1608.00 total_reward_ma:1575.92 loss:-0.02728 fps:1688 +frame:3.66e+06 wall_t:2168 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.658 +2026-01-07 11:44:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1578.00 total_reward_ma:1577.26 loss:-0.03003 fps:1689 +frame:3.67e+06 wall_t:2173 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.51 +2026-01-07 11:45:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1600.00 total_reward_ma:1578.80 loss:-0.02466 fps:1688 +frame:3.68e+06 wall_t:2180 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.463 +2026-01-07 11:45:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1584.00 total_reward_ma:1580.16 loss:-0.02748 fps:1688 +frame:3.69e+06 wall_t:2186 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.548 +2026-01-07 11:45:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1602.00 total_reward_ma:1581.78 loss:-0.02514 fps:1687 +frame:3.70e+06 wall_t:2193 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.535 +2026-01-07 11:45:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1586.00 total_reward_ma:1583.26 loss:-0.02643 fps:1687 +frame:3.71e+06 wall_t:2199 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.49 +2026-01-07 11:45:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1564.00 total_reward_ma:1584.18 loss:-0.02803 fps:1687 +frame:3.72e+06 wall_t:2205 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.645 +2026-01-07 11:45:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1578.00 total_reward_ma:1585.02 loss:-0.029 fps:1687 +frame:3.73e+06 wall_t:2211 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.51 +2026-01-07 11:45:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1588.00 total_reward_ma:1585.72 loss:-0.025 fps:1687 +frame:3.74e+06 wall_t:2217 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.488 +2026-01-07 11:45:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1584.00 total_reward_ma:1586.24 loss:-0.02944 fps:1687 +frame:3.75e+06 wall_t:2223 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.595 +2026-01-07 11:45:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1574.00 total_reward_ma:1586.64 loss:-0.02666 fps:1687 +frame:3.76e+06 wall_t:2229 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.449 +2026-01-07 11:45:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1564.00 total_reward_ma:1586.72 loss:-0.02632 fps:1688 +frame:3.77e+06 wall_t:2234 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.48 +2026-01-07 11:46:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1570.00 total_reward_ma:1586.90 loss:-0.02798 fps:1688 +frame:3.78e+06 wall_t:2240 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.488 +2026-01-07 11:46:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1570.00 total_reward_ma:1587.20 loss:-0.02932 fps:1687 +frame:3.79e+06 wall_t:2246 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.528 +2026-01-07 11:46:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1564.00 total_reward_ma:1587.36 loss:-0.02467 fps:1687 +frame:3.80e+06 wall_t:2252 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.401 +2026-01-07 11:46:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1574.00 total_reward_ma:1587.74 loss:-0.02747 fps:1687 +frame:3.81e+06 wall_t:2258 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.513 +2026-01-07 11:46:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1594.00 total_reward_ma:1588.60 loss:-0.02472 fps:1687 +frame:3.82e+06 wall_t:2264 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.405 +2026-01-07 11:46:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1594.00 total_reward_ma:1589.64 loss:-0.02616 fps:1687 +frame:3.83e+06 wall_t:2270 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.475 +2026-01-07 11:46:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1610.00 total_reward_ma:1590.88 loss:-0.02485 fps:1687 +frame:3.84e+06 wall_t:2276 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.529 +2026-01-07 11:46:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1592.08 loss:-0.02644 fps:1687 +frame:3.85e+06 wall_t:2282 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.286 +2026-01-07 11:46:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1593.40 loss:-0.02563 fps:1686 +frame:3.86e+06 wall_t:2289 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.291 +2026-01-07 11:46:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1640.00 total_reward_ma:1594.74 loss:-0.02408 fps:1686 +frame:3.87e+06 wall_t:2295 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.4 +2026-01-07 11:47:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1646.00 total_reward_ma:1595.96 loss:-0.02481 fps:1686 +frame:3.88e+06 wall_t:2301 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.234 +2026-01-07 11:47:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1597.02 loss:-0.02617 fps:1686 +frame:3.89e+06 wall_t:2307 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.361 +2026-01-07 11:47:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1654.00 total_reward_ma:1598.02 loss:-0.02427 fps:1686 +frame:3.90e+06 wall_t:2313 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.313 +2026-01-07 11:47:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1666.00 total_reward_ma:1599.14 loss:-0.02481 fps:1686 +frame:3.91e+06 wall_t:2319 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.33 +2026-01-07 11:47:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1696.00 total_reward_ma:1600.62 loss:-0.02589 fps:1686 +frame:3.92e+06 wall_t:2325 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.363 +2026-01-07 11:47:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1698.00 total_reward_ma:1602.18 loss:-0.02639 fps:1687 +frame:3.93e+06 wall_t:2330 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.56 +2026-01-07 11:47:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1702.00 total_reward_ma:1603.94 loss:-0.02618 fps:1686 +frame:3.94e+06 wall_t:2337 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.532 +2026-01-07 11:47:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1724.00 total_reward_ma:1605.98 loss:-0.02636 fps:1686 +frame:3.95e+06 wall_t:2343 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.443 +2026-01-07 11:47:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1706.00 total_reward_ma:1607.76 loss:-0.02614 fps:1686 +frame:3.96e+06 wall_t:2349 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.455 +2026-01-07 11:47:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1692.00 total_reward_ma:1609.56 loss:-0.02759 fps:1686 +frame:3.97e+06 wall_t:2355 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.423 +2026-01-07 11:48:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1694.00 total_reward_ma:1611.24 loss:-0.02323 fps:1686 +frame:3.98e+06 wall_t:2361 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.381 +2026-01-07 11:48:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1698.00 total_reward_ma:1612.84 loss:-0.02516 fps:1686 +frame:3.99e+06 wall_t:2367 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.375 +2026-01-07 11:48:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1613.92 loss:-0.0252 fps:1686 +frame:4.00e+06 wall_t:2373 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.485 +2026-01-07 11:48:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1614.66 loss:-0.02606 fps:1686 +frame:4.01e+06 wall_t:2379 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.477 +2026-01-07 11:48:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1610.00 total_reward_ma:1615.24 loss:-0.02668 fps:1686 +frame:4.02e+06 wall_t:2384 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.523 +2026-01-07 11:48:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1588.00 total_reward_ma:1615.58 loss:-0.02429 fps:1686 +frame:4.03e+06 wall_t:2390 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.552 +2026-01-07 11:48:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1580.00 total_reward_ma:1615.92 loss:-0.02696 fps:1686 +frame:4.04e+06 wall_t:2396 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.399 +2026-01-07 11:48:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1586.00 total_reward_ma:1616.22 loss:-0.02739 fps:1686 +frame:4.05e+06 wall_t:2402 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.515 +2026-01-07 11:48:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1590.00 total_reward_ma:1616.38 loss:-0.02565 fps:1685 +frame:4.06e+06 wall_t:2409 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.516 +2026-01-07 11:48:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1606.00 total_reward_ma:1616.58 loss:-0.02703 fps:1685 +frame:4.07e+06 wall_t:2415 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.555 +2026-01-07 11:49:03 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1606.00 total_reward_ma:1616.88 loss:-0.02665 fps:1685 +frame:4.08e+06 wall_t:2421 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.47 +2026-01-07 11:49:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1624.00 total_reward_ma:1616.98 loss:-0.02713 fps:1685 +frame:4.09e+06 wall_t:2427 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.464 +2026-01-07 11:49:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1617.20 loss:-0.0236 fps:1686 +frame:4.10e+06 wall_t:2432 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.293 +2026-01-07 11:49:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1617.10 loss:-0.02699 fps:1686 +frame:4.11e+06 wall_t:2438 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.213 +2026-01-07 11:49:26 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1606.00 total_reward_ma:1617.02 loss:-0.02375 fps:1686 +frame:4.12e+06 wall_t:2444 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.397 +2026-01-07 11:49:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1608.00 total_reward_ma:1617.00 loss:-0.02762 fps:1686 +frame:4.13e+06 wall_t:2450 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.392 +2026-01-07 11:49:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1628.00 total_reward_ma:1617.20 loss:-0.02676 fps:1685 +frame:4.14e+06 wall_t:2457 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.409 +2026-01-07 11:49:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1617.34 loss:-0.02401 fps:1685 +frame:4.15e+06 wall_t:2463 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.219 +2026-01-07 11:49:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1582.00 total_reward_ma:1617.30 loss:-0.02625 fps:1684 +frame:4.16e+06 wall_t:2470 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.46 +2026-01-07 11:49:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1617.28 loss:-0.02746 fps:1684 +frame:4.17e+06 wall_t:2476 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.597 +2026-01-07 11:50:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1617.54 loss:-0.02258 fps:1684 +frame:4.18e+06 wall_t:2482 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.39 +2026-01-07 11:50:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1608.00 total_reward_ma:1617.58 loss:-0.02637 fps:1685 +frame:4.19e+06 wall_t:2487 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.515 +2026-01-07 11:50:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1617.40 loss:-0.02579 fps:1685 +frame:4.20e+06 wall_t:2493 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.326 +2026-01-07 11:50:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1596.00 total_reward_ma:1617.16 loss:-0.02357 fps:1684 +frame:4.21e+06 wall_t:2500 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.485 +2026-01-07 11:50:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1617.16 loss:-0.02787 fps:1685 +frame:4.22e+06 wall_t:2505 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.414 +2026-01-07 11:50:35 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1617.22 loss:-0.02637 fps:1684 +frame:4.23e+06 wall_t:2512 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.458 +2026-01-07 11:50:41 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1624.00 total_reward_ma:1617.48 loss:-0.02693 fps:1684 +frame:4.24e+06 wall_t:2518 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.369 +2026-01-07 11:50:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1632.00 total_reward_ma:1618.06 loss:-0.02392 fps:1684 +frame:4.25e+06 wall_t:2524 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.428 +2026-01-07 11:50:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1636.00 total_reward_ma:1618.76 loss:-0.02681 fps:1684 +frame:4.26e+06 wall_t:2529 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.494 +2026-01-07 11:50:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1619.26 loss:-0.02497 fps:1684 +frame:4.27e+06 wall_t:2535 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.421 +2026-01-07 11:51:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1619.62 loss:-0.02392 fps:1684 +frame:4.28e+06 wall_t:2541 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.459 +2026-01-07 11:51:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1610.00 total_reward_ma:1619.74 loss:-0.02463 fps:1684 +frame:4.29e+06 wall_t:2547 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.463 +2026-01-07 11:51:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1619.66 loss:-0.02701 fps:1684 +frame:4.30e+06 wall_t:2553 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.336 +2026-01-07 11:51:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1588.00 total_reward_ma:1619.36 loss:-0.02578 fps:1684 +frame:4.31e+06 wall_t:2560 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.338 +2026-01-07 11:51:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1592.00 total_reward_ma:1618.90 loss:-0.02609 fps:1684 +frame:4.32e+06 wall_t:2565 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.485 +2026-01-07 11:51:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1618.60 loss:-0.0286 fps:1684 +frame:4.33e+06 wall_t:2571 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.491 +2026-01-07 11:51:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1622.00 total_reward_ma:1618.34 loss:-0.02516 fps:1683 +frame:4.34e+06 wall_t:2578 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.46 +2026-01-07 11:51:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1628.00 total_reward_ma:1618.22 loss:-0.02608 fps:1683 +frame:4.35e+06 wall_t:2584 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.465 +2026-01-07 11:51:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1642.00 total_reward_ma:1618.18 loss:-0.02347 fps:1683 +frame:4.36e+06 wall_t:2590 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.398 +2026-01-07 11:51:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1664.00 total_reward_ma:1618.40 loss:-0.0272 fps:1684 +frame:4.37e+06 wall_t:2595 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.422 +2026-01-07 11:52:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1662.00 total_reward_ma:1618.78 loss:-0.02631 fps:1684 +frame:4.38e+06 wall_t:2601 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.422 +2026-01-07 11:52:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1672.00 total_reward_ma:1619.36 loss:-0.02644 fps:1683 +frame:4.39e+06 wall_t:2608 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.455 +2026-01-07 11:52:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1676.00 total_reward_ma:1619.74 loss:-0.02712 fps:1683 +frame:4.40e+06 wall_t:2614 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.449 +2026-01-07 11:52:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1666.00 total_reward_ma:1620.18 loss:-0.02831 fps:1684 +frame:4.41e+06 wall_t:2619 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.421 +2026-01-07 11:52:28 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1664.00 total_reward_ma:1620.48 loss:-0.02602 fps:1684 +frame:4.42e+06 wall_t:2625 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.344 +2026-01-07 11:52:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1658.00 total_reward_ma:1620.72 loss:-0.02573 fps:1683 +frame:4.43e+06 wall_t:2632 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.472 +2026-01-07 11:52:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1644.00 total_reward_ma:1620.70 loss:-0.02791 fps:1684 +frame:4.44e+06 wall_t:2637 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.456 +2026-01-07 11:52:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1619.88 loss:-0.02655 fps:1684 +frame:4.45e+06 wall_t:2643 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.502 +2026-01-07 11:52:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1584.00 total_reward_ma:1619.00 loss:-0.0279 fps:1684 +frame:4.46e+06 wall_t:2649 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.527 +2026-01-07 11:52:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1590.00 total_reward_ma:1618.14 loss:-0.02925 fps:1684 +frame:4.47e+06 wall_t:2655 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.468 +2026-01-07 11:53:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1600.00 total_reward_ma:1617.58 loss:-0.02742 fps:1684 +frame:4.48e+06 wall_t:2661 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.493 +2026-01-07 11:53:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1598.00 total_reward_ma:1617.22 loss:-0.02897 fps:1684 +frame:4.49e+06 wall_t:2667 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.493 +2026-01-07 11:53:17 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1602.00 total_reward_ma:1616.94 loss:-0.02355 fps:1683 +frame:4.50e+06 wall_t:2674 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.499 +2026-01-07 11:53:22 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1620.00 total_reward_ma:1617.16 loss:-0.02627 fps:1683 +frame:4.51e+06 wall_t:2680 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.446 +2026-01-07 11:53:29 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1652.00 total_reward_ma:1617.64 loss:-0.02565 fps:1683 +frame:4.52e+06 wall_t:2686 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.333 +2026-01-07 11:53:34 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1640.00 total_reward_ma:1617.86 loss:-0.02515 fps:1683 +frame:4.53e+06 wall_t:2692 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.434 +2026-01-07 11:53:40 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1640.00 total_reward_ma:1618.04 loss:-0.02737 fps:1683 +frame:4.54e+06 wall_t:2697 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.454 +2026-01-07 11:53:46 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1664.00 total_reward_ma:1618.56 loss:-0.02325 fps:1683 +frame:4.55e+06 wall_t:2704 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.422 +2026-01-07 11:53:52 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1662.00 total_reward_ma:1619.06 loss:-0.02796 fps:1683 +frame:4.56e+06 wall_t:2709 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.482 +2026-01-07 11:53:58 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1648.00 total_reward_ma:1619.56 loss:-0.02462 fps:1683 +frame:4.57e+06 wall_t:2715 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.371 +2026-01-07 11:54:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1619.62 loss:-0.02637 fps:1683 +frame:4.58e+06 wall_t:2721 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.382 +2026-01-07 11:54:10 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1620.00 total_reward_ma:1619.86 loss:-0.02692 fps:1683 +frame:4.59e+06 wall_t:2727 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.436 +2026-01-07 11:54:16 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1632.00 total_reward_ma:1620.40 loss:-0.02553 fps:1683 +frame:4.60e+06 wall_t:2733 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.525 +2026-01-07 11:54:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1620.62 loss:-0.02628 fps:1683 +frame:4.61e+06 wall_t:2739 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.448 +2026-01-07 11:54:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1620.62 loss:-0.02878 fps:1683 +frame:4.62e+06 wall_t:2745 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.556 +2026-01-07 11:54:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1624.00 total_reward_ma:1620.94 loss:-0.02538 fps:1684 +frame:4.63e+06 wall_t:2750 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.434 +2026-01-07 11:54:39 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1644.00 total_reward_ma:1621.48 loss:-0.0275 fps:1684 +frame:4.64e+06 wall_t:2756 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.504 +2026-01-07 11:54:45 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1642.00 total_reward_ma:1621.88 loss:-0.02666 fps:1684 +frame:4.65e+06 wall_t:2762 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.409 +2026-01-07 11:54:51 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1660.00 total_reward_ma:1622.40 loss:-0.02482 fps:1684 +frame:4.66e+06 wall_t:2768 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.347 +2026-01-07 11:54:57 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1666.00 total_reward_ma:1623.28 loss:-0.02331 fps:1683 +frame:4.67e+06 wall_t:2775 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.201 +2026-01-07 11:55:04 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1676.00 total_reward_ma:1624.04 loss:-0.02284 fps:1683 +frame:4.68e+06 wall_t:2781 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.253 +2026-01-07 11:55:09 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1678.00 total_reward_ma:1624.98 loss:-0.02463 fps:1683 +frame:4.69e+06 wall_t:2787 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.335 +2026-01-07 11:55:15 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1668.00 total_reward_ma:1625.64 loss:-0.02296 fps:1683 +frame:4.70e+06 wall_t:2792 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.293 +2026-01-07 11:55:21 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1644.00 total_reward_ma:1626.22 loss:-0.02144 fps:1683 +frame:4.71e+06 wall_t:2798 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.311 +2026-01-07 11:55:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1622.00 total_reward_ma:1626.80 loss:-0.02497 fps:1683 +frame:4.72e+06 wall_t:2804 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.4 +2026-01-07 11:55:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1614.00 total_reward_ma:1627.16 loss:-0.02466 fps:1683 +frame:4.73e+06 wall_t:2810 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.305 +2026-01-07 11:55:38 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1627.44 loss:-0.02277 fps:1683 +frame:4.74e+06 wall_t:2816 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.303 +2026-01-07 11:55:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1627.86 loss:-0.02324 fps:1684 +frame:4.75e+06 wall_t:2821 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.446 +2026-01-07 11:55:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1628.16 loss:-0.02408 fps:1684 +frame:4.76e+06 wall_t:2827 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.28 +2026-01-07 11:55:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1634.00 total_reward_ma:1628.86 loss:-0.02348 fps:1684 +frame:4.77e+06 wall_t:2833 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.341 +2026-01-07 11:56:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1678.00 total_reward_ma:1629.94 loss:-0.02099 fps:1684 +frame:4.78e+06 wall_t:2838 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.183 +2026-01-07 11:56:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1710.00 total_reward_ma:1631.34 loss:-0.02242 fps:1684 +frame:4.79e+06 wall_t:2845 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.346 +2026-01-07 11:56:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1716.00 total_reward_ma:1632.86 loss:-0.02539 fps:1684 +frame:4.80e+06 wall_t:2850 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.275 +2026-01-07 11:56:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1714.00 total_reward_ma:1634.26 loss:-0.02107 fps:1684 +frame:4.81e+06 wall_t:2856 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.312 +2026-01-07 11:56:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1696.00 total_reward_ma:1635.28 loss:-0.02251 fps:1684 +frame:4.82e+06 wall_t:2862 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.323 +2026-01-07 11:56:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1712.00 total_reward_ma:1636.46 loss:-0.0248 fps:1684 +frame:4.83e+06 wall_t:2868 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.312 +2026-01-07 11:56:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1688.00 total_reward_ma:1637.24 loss:-0.02595 fps:1684 +frame:4.84e+06 wall_t:2874 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.325 +2026-01-07 11:56:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1664.00 total_reward_ma:1637.72 loss:-0.02235 fps:1684 +frame:4.85e+06 wall_t:2880 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.284 +2026-01-07 11:56:49 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1658.00 total_reward_ma:1638.04 loss:-0.0245 fps:1684 +frame:4.86e+06 wall_t:2886 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.29 +2026-01-07 11:56:54 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1658.00 total_reward_ma:1638.22 loss:-0.02406 fps:1685 +frame:4.87e+06 wall_t:2891 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.255 +2026-01-07 11:57:00 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1658.00 total_reward_ma:1638.34 loss:-0.02398 fps:1685 +frame:4.88e+06 wall_t:2897 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.311 +2026-01-07 11:57:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1660.00 total_reward_ma:1638.60 loss:-0.02569 fps:1684 +frame:4.89e+06 wall_t:2904 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.358 +2026-01-07 11:57:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1664.00 total_reward_ma:1638.70 loss:-0.02638 fps:1684 +frame:4.90e+06 wall_t:2910 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.381 +2026-01-07 11:57:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1644.00 total_reward_ma:1638.48 loss:-0.02688 fps:1684 +frame:4.91e+06 wall_t:2916 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.472 +2026-01-07 11:57:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1652.00 total_reward_ma:1638.04 loss:-0.02487 fps:1683 +frame:4.92e+06 wall_t:2923 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.556 +2026-01-07 11:57:32 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1640.00 total_reward_ma:1637.46 loss:-0.02598 fps:1683 +frame:4.93e+06 wall_t:2929 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.462 +2026-01-07 11:57:38 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1636.70 loss:-0.02598 fps:1683 +frame:4.94e+06 wall_t:2935 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.445 +2026-01-07 11:57:43 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1630.00 total_reward_ma:1635.76 loss:-0.02629 fps:1683 +frame:4.95e+06 wall_t:2941 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.357 +2026-01-07 11:57:49 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1626.00 total_reward_ma:1634.96 loss:-0.02526 fps:1684 +frame:4.96e+06 wall_t:2946 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.277 +2026-01-07 11:57:55 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1642.00 total_reward_ma:1634.46 loss:-0.02503 fps:1684 +frame:4.97e+06 wall_t:2952 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.338 +2026-01-07 11:58:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1636.00 total_reward_ma:1633.88 loss:-0.02592 fps:1683 +frame:4.98e+06 wall_t:2959 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.382 +2026-01-07 11:58:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1640.00 total_reward_ma:1633.30 loss:-0.02539 fps:1683 +frame:4.99e+06 wall_t:2965 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.371 +2026-01-07 11:58:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1646.00 total_reward_ma:1633.42 loss:-0.02441 fps:1683 +frame:5.00e+06 wall_t:2971 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.258 +2026-01-07 11:58:20 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1670.00 total_reward_ma:1633.86 loss:-0.02356 fps:1683 +frame:5.01e+06 wall_t:2977 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.432 +2026-01-07 11:58:27 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1680.00 total_reward_ma:1634.56 loss:-0.02467 fps:1682 +frame:5.02e+06 wall_t:2984 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.313 +2026-01-07 11:58:33 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1698.00 total_reward_ma:1635.66 loss:-0.02604 fps:1682 +frame:5.03e+06 wall_t:2990 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.375 +2026-01-07 11:58:38 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1710.00 total_reward_ma:1636.96 loss:-0.0237 fps:1682 +frame:5.04e+06 wall_t:2996 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.391 +2026-01-07 11:58:44 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1732.00 total_reward_ma:1638.42 loss:-0.02419 fps:1682 +frame:5.05e+06 wall_t:3002 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.515 +2026-01-07 11:58:50 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1720.00 total_reward_ma:1639.72 loss:-0.02896 fps:1683 +frame:5.06e+06 wall_t:3007 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.565 +2026-01-07 11:58:56 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1728.00 total_reward_ma:1640.94 loss:-0.02564 fps:1683 +frame:5.07e+06 wall_t:3013 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.417 +2026-01-07 11:59:02 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1730.00 total_reward_ma:1642.18 loss:-0.02441 fps:1683 +frame:5.08e+06 wall_t:3019 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.314 +2026-01-07 11:59:08 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1716.00 total_reward_ma:1643.10 loss:-0.02305 fps:1683 +frame:5.09e+06 wall_t:3025 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.217 +2026-01-07 11:59:14 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1720.00 total_reward_ma:1643.96 loss:-0.02438 fps:1683 +frame:5.10e+06 wall_t:3031 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.278 +2026-01-07 11:59:19 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1724.00 total_reward_ma:1645.04 loss:-0.0233 fps:1683 +frame:5.11e+06 wall_t:3037 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.379 +2026-01-07 11:59:25 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1712.00 total_reward_ma:1646.10 loss:-0.02423 fps:1683 +frame:5.12e+06 wall_t:3042 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.32 +2026-01-07 11:59:31 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1706.00 total_reward_ma:1647.08 loss:-0.02551 fps:1683 +frame:5.13e+06 wall_t:3048 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.418 +2026-01-07 11:59:37 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1702.00 total_reward_ma:1647.82 loss:-0.02539 fps:1683 +frame:5.14e+06 wall_t:3054 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.233 +2026-01-07 11:59:43 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1700.00 total_reward_ma:1648.68 loss:-0.0253 fps:1683 +frame:5.15e+06 wall_t:3060 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.291 +2026-01-07 11:59:49 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1670.00 total_reward_ma:1649.56 loss:-0.02497 fps:1683 +frame:5.16e+06 wall_t:3066 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.375 +2026-01-07 11:59:55 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1656.00 total_reward_ma:1650.14 loss:-0.02327 fps:1683 +frame:5.17e+06 wall_t:3072 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.222 +2026-01-07 12:00:01 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1646.00 total_reward_ma:1650.44 loss:-0.02612 fps:1683 +frame:5.18e+06 wall_t:3078 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.34 +2026-01-07 12:00:07 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1648.00 total_reward_ma:1650.84 loss:-0.02596 fps:1683 +frame:5.19e+06 wall_t:3084 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.348 +2026-01-07 12:00:13 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1660.00 total_reward_ma:1651.30 loss:-0.02281 fps:1683 +frame:5.20e+06 wall_t:3090 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.326 +2026-01-07 12:00:18 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1670.00 total_reward_ma:1652.04 loss:-0.02346 fps:1683 +frame:5.21e+06 wall_t:3096 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.383 +2026-01-07 12:00:24 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1686.00 total_reward_ma:1652.74 loss:-0.02283 fps:1683 +frame:5.22e+06 wall_t:3102 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.272 +2026-01-07 12:00:30 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1702.00 total_reward_ma:1653.62 loss:-0.02449 fps:1683 +frame:5.23e+06 wall_t:3107 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.48 +2026-01-07 12:00:36 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1704.00 total_reward_ma:1654.42 loss:-0.02452 fps:1683 +frame:5.24e+06 wall_t:3113 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.465 +2026-01-07 12:00:42 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1716.00 total_reward_ma:1655.26 loss:-0.02547 fps:1683 +frame:5.25e+06 wall_t:3119 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.37 +2026-01-07 12:00:47 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1726.00 total_reward_ma:1656.16 loss:-0.02379 fps:1683 +frame:5.26e+06 wall_t:3125 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.268 +2026-01-07 12:00:53 | INFO | PID:1853 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_kangaroo_t0_s0 [train] +total_reward:1714.00 total_reward_ma:1657.16 loss:-0.02334 fps:1683 +frame:5.27e+06 wall_t:3131 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.304 diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s1.log b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..29ac8ba7285d82b0b1b883e03b60cfe999c38d2e --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 11:08:41 | INFO | PID:1854 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:08:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:26.67 total_reward_ma:26.67 loss:-0.03674 fps:666.7 +frame:1.00e+04 wall_t:15 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.87 +2026-01-07 11:09:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:42.42 total_reward_ma:34.55 loss:-0.03519 fps:952.4 +frame:2.00e+04 wall_t:21 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.857 +2026-01-07 11:09:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:50.91 total_reward_ma:40.00 loss:-0.03252 fps:1154 +frame:3.00e+04 wall_t:26 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.842 +2026-01-07 11:09:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:45.00 total_reward_ma:41.25 loss:-0.02932 fps:1250 +frame:4.00e+04 wall_t:32 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.846 +2026-01-07 11:09:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:42.00 total_reward_ma:41.40 loss:-0.03347 fps:1316 +frame:5.00e+04 wall_t:38 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.85 +2026-01-07 11:09:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:40.00 total_reward_ma:41.17 loss:-0.03602 fps:1364 +frame:6.00e+04 wall_t:44 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.842 +2026-01-07 11:09:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:42.00 total_reward_ma:41.29 loss:-0.03262 fps:1429 +frame:7.00e+04 wall_t:49 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.843 +2026-01-07 11:09:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:46.00 total_reward_ma:41.88 loss:-0.0384 fps:1455 +frame:8.00e+04 wall_t:55 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.843 +2026-01-07 11:09:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:50.00 total_reward_ma:42.78 loss:-0.04042 fps:1500 +frame:9.00e+04 wall_t:60 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.815 +2026-01-07 11:09:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:43.30 loss:-0.03354 fps:1515 +frame:1.00e+05 wall_t:66 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.823 +2026-01-07 11:09:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:60.00 total_reward_ma:44.82 loss:-0.04047 fps:1549 +frame:1.10e+05 wall_t:71 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.826 +2026-01-07 11:09:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:60.00 total_reward_ma:46.08 loss:-0.03983 fps:1558 +frame:1.20e+05 wall_t:77 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.787 +2026-01-07 11:10:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:47.00 loss:-0.03309 fps:1566 +frame:1.30e+05 wall_t:83 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.796 +2026-01-07 11:10:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:62.00 total_reward_ma:48.07 loss:-0.03257 fps:1591 +frame:1.40e+05 wall_t:88 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.751 +2026-01-07 11:10:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:56.00 total_reward_ma:48.60 loss:-0.03342 fps:1596 +frame:1.50e+05 wall_t:94 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.722 +2026-01-07 11:10:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:50.00 total_reward_ma:48.69 loss:-0.04258 fps:1616 +frame:1.60e+05 wall_t:99 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.703 +2026-01-07 11:10:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:48.65 loss:-0.04106 fps:1619 +frame:1.70e+05 wall_t:105 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.742 +2026-01-07 11:10:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:49.17 loss:-0.03631 fps:1636 +frame:1.80e+05 wall_t:110 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.728 +2026-01-07 11:10:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:49.63 loss:-0.03012 fps:1638 +frame:1.90e+05 wall_t:116 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.665 +2026-01-07 11:10:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:50.05 loss:-0.03487 fps:1626 +frame:2.00e+05 wall_t:123 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.653 +2026-01-07 11:10:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:56.00 total_reward_ma:50.33 loss:-0.0377 fps:1641 +frame:2.10e+05 wall_t:128 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.584 +2026-01-07 11:10:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:68.00 total_reward_ma:51.14 loss:-0.038 fps:1642 +frame:2.20e+05 wall_t:134 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.683 +2026-01-07 11:11:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:52.48 loss:-0.03238 fps:1643 +frame:2.30e+05 wall_t:140 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.632 +2026-01-07 11:11:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:80.00 total_reward_ma:53.62 loss:-0.02914 fps:1644 +frame:2.40e+05 wall_t:146 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.531 +2026-01-07 11:11:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:88.00 total_reward_ma:55.00 loss:-0.03127 fps:1634 +frame:2.50e+05 wall_t:153 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.559 +2026-01-07 11:11:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:80.00 total_reward_ma:55.96 loss:-0.03655 fps:1646 +frame:2.60e+05 wall_t:158 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.559 +2026-01-07 11:11:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:70.00 total_reward_ma:56.48 loss:-0.0385 fps:1656 +frame:2.70e+05 wall_t:163 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.603 +2026-01-07 11:11:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:56.54 loss:-0.03067 fps:1657 +frame:2.80e+05 wall_t:169 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.58 +2026-01-07 11:11:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:64.00 total_reward_ma:56.79 loss:-0.02984 fps:1657 +frame:2.90e+05 wall_t:175 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.602 +2026-01-07 11:11:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:62.00 total_reward_ma:56.97 loss:-0.03005 fps:1667 +frame:3.00e+05 wall_t:180 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.566 +2026-01-07 11:11:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:70.00 total_reward_ma:57.39 loss:-0.03311 fps:1667 +frame:3.10e+05 wall_t:186 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.556 +2026-01-07 11:11:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:74.00 total_reward_ma:57.91 loss:-0.03103 fps:1667 +frame:3.20e+05 wall_t:192 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.614 +2026-01-07 11:12:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:80.00 total_reward_ma:58.58 loss:-0.03447 fps:1667 +frame:3.30e+05 wall_t:198 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.603 +2026-01-07 11:12:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:59.26 loss:-0.03116 fps:1675 +frame:3.40e+05 wall_t:203 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.601 +2026-01-07 11:12:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:92.00 total_reward_ma:60.20 loss:-0.03193 fps:1675 +frame:3.50e+05 wall_t:209 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.541 +2026-01-07 11:12:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:98.00 total_reward_ma:61.25 loss:-0.03111 fps:1682 +frame:3.60e+05 wall_t:214 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.566 +2026-01-07 11:12:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:62.51 loss:-0.03373 fps:1682 +frame:3.70e+05 wall_t:220 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.608 +2026-01-07 11:12:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:116.00 total_reward_ma:63.92 loss:-0.03572 fps:1689 +frame:3.80e+05 wall_t:225 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.637 +2026-01-07 11:12:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:65.05 loss:-0.03116 fps:1688 +frame:3.90e+05 wall_t:231 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.625 +2026-01-07 11:12:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:106.00 total_reward_ma:66.07 loss:-0.04343 fps:1695 +frame:4.00e+05 wall_t:236 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.655 +2026-01-07 11:12:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:66.51 loss:-0.03021 fps:1694 +frame:4.10e+05 wall_t:242 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.593 +2026-01-07 11:12:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:78.00 total_reward_ma:66.79 loss:-0.03373 fps:1694 +frame:4.20e+05 wall_t:248 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.536 +2026-01-07 11:12:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:74.00 total_reward_ma:66.95 loss:-0.03077 fps:1700 +frame:4.30e+05 wall_t:253 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.502 +2026-01-07 11:13:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:76.00 total_reward_ma:67.16 loss:-0.03141 fps:1705 +frame:4.40e+05 wall_t:258 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.506 +2026-01-07 11:13:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:72.00 total_reward_ma:67.27 loss:-0.0304 fps:1705 +frame:4.50e+05 wall_t:264 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.505 +2026-01-07 11:13:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:67.63 loss:-0.03263 fps:1704 +frame:4.60e+05 wall_t:270 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.499 +2026-01-07 11:13:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:67.98 loss:-0.03113 fps:1709 +frame:4.70e+05 wall_t:275 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.578 +2026-01-07 11:13:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:68.27 loss:-0.03893 fps:1708 +frame:4.80e+05 wall_t:281 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.576 +2026-01-07 11:13:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:68.55 loss:-0.04197 fps:1707 +frame:4.90e+05 wall_t:287 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.593 +2026-01-07 11:13:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:78.00 total_reward_ma:68.74 loss:-0.03328 fps:1712 +frame:5.00e+05 wall_t:292 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.569 +2026-01-07 11:13:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:80.00 total_reward_ma:68.96 loss:-0.03876 fps:1711 +frame:5.10e+05 wall_t:298 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.506 +2026-01-07 11:13:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:74.00 total_reward_ma:69.06 loss:-0.02886 fps:1716 +frame:5.20e+05 wall_t:303 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.422 +2026-01-07 11:13:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:70.00 total_reward_ma:69.08 loss:-0.0331 fps:1721 +frame:5.30e+05 wall_t:308 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.515 +2026-01-07 11:13:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:69.31 loss:-0.0323 fps:1720 +frame:5.40e+05 wall_t:314 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.464 +2026-01-07 11:14:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:69.76 loss:-0.03412 fps:1719 +frame:5.50e+05 wall_t:320 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.518 +2026-01-07 11:14:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:100.00 total_reward_ma:70.30 loss:-0.03258 fps:1713 +frame:5.60e+05 wall_t:327 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.455 +2026-01-07 11:14:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:102.00 total_reward_ma:70.86 loss:-0.03142 fps:1712 +frame:5.70e+05 wall_t:333 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.454 +2026-01-07 11:14:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:118.00 total_reward_ma:71.67 loss:-0.03601 fps:1711 +frame:5.80e+05 wall_t:339 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.494 +2026-01-07 11:14:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:72.29 loss:-0.03048 fps:1710 +frame:5.90e+05 wall_t:345 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.511 +2026-01-07 11:14:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:100.00 total_reward_ma:72.75 loss:-0.03237 fps:1714 +frame:6.00e+05 wall_t:350 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.543 +2026-01-07 11:14:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:110.00 total_reward_ma:73.36 loss:-0.03553 fps:1718 +frame:6.10e+05 wall_t:355 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.488 +2026-01-07 11:14:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:118.00 total_reward_ma:74.08 loss:-0.0314 fps:1717 +frame:6.20e+05 wall_t:361 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.397 +2026-01-07 11:14:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:112.00 total_reward_ma:74.68 loss:-0.02985 fps:1717 +frame:6.30e+05 wall_t:367 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.323 +2026-01-07 11:14:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:124.00 total_reward_ma:75.45 loss:-0.02797 fps:1716 +frame:6.40e+05 wall_t:373 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.27 +2026-01-07 11:15:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:134.00 total_reward_ma:76.35 loss:-0.02696 fps:1715 +frame:6.50e+05 wall_t:379 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.25 +2026-01-07 11:15:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:136.00 total_reward_ma:77.26 loss:-0.027 fps:1714 +frame:6.60e+05 wall_t:385 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.271 +2026-01-07 11:15:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:138.00 total_reward_ma:78.16 loss:-0.02795 fps:1718 +frame:6.70e+05 wall_t:390 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.21 +2026-01-07 11:15:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:120.00 total_reward_ma:78.78 loss:-0.02815 fps:1717 +frame:6.80e+05 wall_t:396 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.341 +2026-01-07 11:15:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:120.00 total_reward_ma:79.38 loss:-0.03147 fps:1721 +frame:6.90e+05 wall_t:401 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.344 +2026-01-07 11:15:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:116.00 total_reward_ma:79.90 loss:-0.03342 fps:1716 +frame:7.00e+05 wall_t:408 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.395 +2026-01-07 11:15:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:106.00 total_reward_ma:80.27 loss:-0.02997 fps:1715 +frame:7.10e+05 wall_t:414 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.409 +2026-01-07 11:15:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:114.00 total_reward_ma:80.74 loss:-0.03281 fps:1714 +frame:7.20e+05 wall_t:420 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.375 +2026-01-07 11:15:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:110.00 total_reward_ma:81.14 loss:-0.03463 fps:1714 +frame:7.30e+05 wall_t:426 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.465 +2026-01-07 11:15:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:110.00 total_reward_ma:81.53 loss:-0.03154 fps:1717 +frame:7.40e+05 wall_t:431 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.399 +2026-01-07 11:15:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:112.00 total_reward_ma:81.93 loss:-0.03108 fps:1716 +frame:7.50e+05 wall_t:437 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.404 +2026-01-07 11:16:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:110.00 total_reward_ma:82.30 loss:-0.03057 fps:1716 +frame:7.60e+05 wall_t:443 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.437 +2026-01-07 11:16:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:102.00 total_reward_ma:82.56 loss:-0.0289 fps:1723 +frame:7.70e+05 wall_t:447 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.366 +2026-01-07 11:16:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:92.00 total_reward_ma:82.68 loss:-0.03068 fps:1722 +frame:7.80e+05 wall_t:453 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.369 +2026-01-07 11:16:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:102.00 total_reward_ma:82.92 loss:-0.03311 fps:1721 +frame:7.90e+05 wall_t:459 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.438 +2026-01-07 11:16:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:83.09 loss:-0.03341 fps:1724 +frame:8.00e+05 wall_t:464 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.418 +2026-01-07 11:16:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:88.00 total_reward_ma:83.15 loss:-0.03335 fps:1723 +frame:8.10e+05 wall_t:470 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.456 +2026-01-07 11:16:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:90.00 total_reward_ma:83.23 loss:-0.0385 fps:1723 +frame:8.20e+05 wall_t:476 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.422 +2026-01-07 11:16:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:83.22 loss:-0.0318 fps:1722 +frame:8.30e+05 wall_t:482 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.432 +2026-01-07 11:16:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:83.20 loss:-0.04038 fps:1725 +frame:8.40e+05 wall_t:487 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.434 +2026-01-07 11:16:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:68.00 total_reward_ma:83.02 loss:-0.03275 fps:1724 +frame:8.50e+05 wall_t:493 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.395 +2026-01-07 11:17:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:72.00 total_reward_ma:82.90 loss:-0.033 fps:1727 +frame:8.60e+05 wall_t:498 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.393 +2026-01-07 11:17:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:72.00 total_reward_ma:82.77 loss:-0.03123 fps:1726 +frame:8.70e+05 wall_t:504 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.364 +2026-01-07 11:17:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:76.00 total_reward_ma:82.69 loss:-0.03039 fps:1729 +frame:8.80e+05 wall_t:509 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.404 +2026-01-07 11:17:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:82.71 loss:-0.03213 fps:1725 +frame:8.90e+05 wall_t:516 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.45 +2026-01-07 11:17:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:86.00 total_reward_ma:82.74 loss:-0.03046 fps:1721 +frame:9.00e+05 wall_t:523 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.322 +2026-01-07 11:17:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:82.76 loss:-0.03121 fps:1720 +frame:9.10e+05 wall_t:529 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.36 +2026-01-07 11:17:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:86.00 total_reward_ma:82.79 loss:-0.03074 fps:1720 +frame:9.20e+05 wall_t:535 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.361 +2026-01-07 11:17:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:82.94 loss:-0.0316 fps:1719 +frame:9.30e+05 wall_t:541 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.424 +2026-01-07 11:17:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:90.00 total_reward_ma:83.01 loss:-0.04108 fps:1722 +frame:9.40e+05 wall_t:546 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.445 +2026-01-07 11:17:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:83.02 loss:-0.03944 fps:1721 +frame:9.50e+05 wall_t:552 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.467 +2026-01-07 11:18:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:83.14 loss:-0.02977 fps:1720 +frame:9.60e+05 wall_t:558 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.371 +2026-01-07 11:18:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:83.25 loss:-0.03427 fps:1723 +frame:9.70e+05 wall_t:563 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.404 +2026-01-07 11:18:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:83.38 loss:-0.03017 fps:1722 +frame:9.80e+05 wall_t:569 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.269 +2026-01-07 11:18:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:83.48 loss:-0.03216 fps:1719 +frame:9.90e+05 wall_t:576 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.334 +2026-01-07 11:18:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:92.00 total_reward_ma:83.57 loss:-0.02709 fps:1721 +frame:1.00e+06 wall_t:581 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.332 +2026-01-07 11:18:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:86.00 total_reward_ma:84.16 loss:-0.04094 fps:1721 +frame:1.01e+06 wall_t:587 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.391 +2026-01-07 11:18:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:86.00 total_reward_ma:84.60 loss:-0.0307 fps:1720 +frame:1.02e+06 wall_t:593 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.262 +2026-01-07 11:18:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:102.00 total_reward_ma:85.11 loss:-0.03692 fps:1722 +frame:1.03e+06 wall_t:598 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.244 +2026-01-07 11:18:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:85.74 loss:-0.02784 fps:1722 +frame:1.04e+06 wall_t:604 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.202 +2026-01-07 11:18:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:86.40 loss:-0.02822 fps:1721 +frame:1.05e+06 wall_t:610 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.194 +2026-01-07 11:18:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:116.00 total_reward_ma:87.16 loss:-0.02916 fps:1721 +frame:1.06e+06 wall_t:616 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.278 +2026-01-07 11:19:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:130.00 total_reward_ma:88.04 loss:-0.02837 fps:1723 +frame:1.07e+06 wall_t:621 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.27 +2026-01-07 11:19:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:126.00 total_reward_ma:88.84 loss:-0.02928 fps:1722 +frame:1.08e+06 wall_t:627 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.248 +2026-01-07 11:19:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:122.00 total_reward_ma:89.56 loss:-0.0339 fps:1725 +frame:1.09e+06 wall_t:632 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.267 +2026-01-07 11:19:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:120.00 total_reward_ma:90.28 loss:-0.02678 fps:1724 +frame:1.10e+06 wall_t:638 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.188 +2026-01-07 11:19:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:122.00 total_reward_ma:90.90 loss:-0.0377 fps:1724 +frame:1.11e+06 wall_t:644 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.289 +2026-01-07 11:19:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:118.00 total_reward_ma:91.48 loss:-0.03833 fps:1726 +frame:1.12e+06 wall_t:649 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.283 +2026-01-07 11:19:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:110.00 total_reward_ma:92.00 loss:-0.02875 fps:1725 +frame:1.13e+06 wall_t:655 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.261 +2026-01-07 11:19:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:100.00 total_reward_ma:92.38 loss:-0.02727 fps:1725 +frame:1.14e+06 wall_t:661 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.265 +2026-01-07 11:19:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:98.00 total_reward_ma:92.80 loss:-0.02953 fps:1727 +frame:1.15e+06 wall_t:666 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.269 +2026-01-07 11:19:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:93.26 loss:-0.02999 fps:1729 +frame:1.16e+06 wall_t:671 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.299 +2026-01-07 11:19:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:93.72 loss:-0.03237 fps:1728 +frame:1.17e+06 wall_t:677 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.267 +2026-01-07 11:20:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:94.08 loss:-0.02962 fps:1728 +frame:1.18e+06 wall_t:683 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.319 +2026-01-07 11:20:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:114.00 total_reward_ma:94.64 loss:-0.02804 fps:1727 +frame:1.19e+06 wall_t:689 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.1 +2026-01-07 11:20:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:95.14 loss:-0.03597 fps:1729 +frame:1.20e+06 wall_t:694 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.215 +2026-01-07 11:20:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:114.00 total_reward_ma:95.72 loss:-0.02821 fps:1729 +frame:1.21e+06 wall_t:700 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.229 +2026-01-07 11:20:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:108.00 total_reward_ma:96.12 loss:-0.02837 fps:1730 +frame:1.22e+06 wall_t:705 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.147 +2026-01-07 11:20:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:110.00 total_reward_ma:96.40 loss:-0.0363 fps:1730 +frame:1.23e+06 wall_t:711 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.139 +2026-01-07 11:20:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:104.00 total_reward_ma:96.64 loss:-0.03796 fps:1732 +frame:1.24e+06 wall_t:716 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.216 +2026-01-07 11:20:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:90.00 total_reward_ma:96.66 loss:-0.03768 fps:1731 +frame:1.25e+06 wall_t:722 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.177 +2026-01-07 11:20:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:86.00 total_reward_ma:96.72 loss:-0.03072 fps:1733 +frame:1.26e+06 wall_t:727 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.169 +2026-01-07 11:20:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:84.00 total_reward_ma:96.86 loss:-0.02958 fps:1730 +frame:1.27e+06 wall_t:734 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.136 +2026-01-07 11:21:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:92.00 total_reward_ma:97.20 loss:-0.03014 fps:1732 +frame:1.28e+06 wall_t:739 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.257 +2026-01-07 11:21:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:97.50 loss:-0.03707 fps:1732 +frame:1.29e+06 wall_t:745 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.208 +2026-01-07 11:21:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:92.00 total_reward_ma:97.80 loss:-0.02849 fps:1733 +frame:1.30e+06 wall_t:750 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.211 +2026-01-07 11:21:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:100.00 total_reward_ma:98.10 loss:-0.03069 fps:1733 +frame:1.31e+06 wall_t:756 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.342 +2026-01-07 11:21:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:98.00 total_reward_ma:98.34 loss:-0.03007 fps:1732 +frame:1.32e+06 wall_t:762 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.403 +2026-01-07 11:21:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:98.50 loss:-0.03834 fps:1732 +frame:1.33e+06 wall_t:768 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.382 +2026-01-07 11:21:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:98.50 loss:-0.02853 fps:1731 +frame:1.34e+06 wall_t:774 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.189 +2026-01-07 11:21:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:78.00 total_reward_ma:98.36 loss:-0.03763 fps:1733 +frame:1.35e+06 wall_t:779 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.162 +2026-01-07 11:21:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:70.00 total_reward_ma:98.08 loss:-0.02535 fps:1735 +frame:1.36e+06 wall_t:784 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.106 +2026-01-07 11:21:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:68.00 total_reward_ma:97.68 loss:-0.0283 fps:1736 +frame:1.37e+06 wall_t:789 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.227 +2026-01-07 11:21:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:76.00 total_reward_ma:97.28 loss:-0.02551 fps:1736 +frame:1.38e+06 wall_t:795 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.036 +2026-01-07 11:22:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:82.00 total_reward_ma:97.02 loss:-0.02795 fps:1735 +frame:1.39e+06 wall_t:801 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.146 +2026-01-07 11:22:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:90.00 total_reward_ma:96.86 loss:-0.03448 fps:1737 +frame:1.40e+06 wall_t:806 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.987 +2026-01-07 11:22:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:88.00 total_reward_ma:96.90 loss:-0.0275 fps:1736 +frame:1.41e+06 wall_t:812 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.979 +2026-01-07 11:22:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:97.08 loss:-0.02529 fps:1736 +frame:1.42e+06 wall_t:818 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.97 +2026-01-07 11:22:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:90.00 total_reward_ma:97.24 loss:-0.02793 fps:1738 +frame:1.43e+06 wall_t:823 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.991 +2026-01-07 11:22:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:92.00 total_reward_ma:97.40 loss:-0.0287 fps:1737 +frame:1.44e+06 wall_t:829 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.039 +2026-01-07 11:22:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:97.62 loss:-0.02522 fps:1737 +frame:1.45e+06 wall_t:835 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.108 +2026-01-07 11:22:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:90.00 total_reward_ma:97.68 loss:-0.02866 fps:1738 +frame:1.46e+06 wall_t:840 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.085 +2026-01-07 11:22:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:102.00 total_reward_ma:97.86 loss:-0.02566 fps:1738 +frame:1.47e+06 wall_t:846 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.146 +2026-01-07 11:22:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:98.00 total_reward_ma:98.02 loss:-0.03346 fps:1737 +frame:1.48e+06 wall_t:852 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.038 +2026-01-07 11:23:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:94.00 total_reward_ma:98.14 loss:-0.03799 fps:1737 +frame:1.49e+06 wall_t:858 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.132 +2026-01-07 11:23:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:76.00 total_reward_ma:98.12 loss:-0.03072 fps:1738 +frame:1.50e+06 wall_t:863 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.211 +2026-01-07 11:23:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:72.00 total_reward_ma:98.04 loss:-0.02844 fps:1738 +frame:1.51e+06 wall_t:869 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.309 +2026-01-07 11:23:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:97.88 loss:-0.03148 fps:1739 +frame:1.52e+06 wall_t:874 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.241 +2026-01-07 11:23:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:97.76 loss:-0.03092 fps:1739 +frame:1.53e+06 wall_t:880 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.151 +2026-01-07 11:23:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:50.00 total_reward_ma:97.44 loss:-0.03903 fps:1740 +frame:1.54e+06 wall_t:885 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.31 +2026-01-07 11:23:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:44.00 total_reward_ma:96.94 loss:-0.02787 fps:1740 +frame:1.55e+06 wall_t:891 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.326 +2026-01-07 11:23:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:44.00 total_reward_ma:96.38 loss:-0.02844 fps:1741 +frame:1.56e+06 wall_t:896 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.279 +2026-01-07 11:23:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:95.84 loss:-0.02862 fps:1741 +frame:1.57e+06 wall_t:902 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.271 +2026-01-07 11:23:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:44.00 total_reward_ma:95.10 loss:-0.03811 fps:1742 +frame:1.58e+06 wall_t:907 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.151 +2026-01-07 11:23:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:38.00 total_reward_ma:94.40 loss:-0.03873 fps:1742 +frame:1.59e+06 wall_t:913 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.142 +2026-01-07 11:24:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:46.00 total_reward_ma:93.86 loss:-0.04079 fps:1741 +frame:1.60e+06 wall_t:919 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.201 +2026-01-07 11:24:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:93.24 loss:-0.03031 fps:1741 +frame:1.61e+06 wall_t:925 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.314 +2026-01-07 11:24:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:92.54 loss:-0.03173 fps:1742 +frame:1.62e+06 wall_t:930 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.283 +2026-01-07 11:24:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:46.00 total_reward_ma:91.88 loss:-0.02947 fps:1743 +frame:1.63e+06 wall_t:935 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.34 +2026-01-07 11:24:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:52.00 total_reward_ma:91.16 loss:-0.03244 fps:1743 +frame:1.64e+06 wall_t:941 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.255 +2026-01-07 11:24:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:58.00 total_reward_ma:90.40 loss:-0.03018 fps:1742 +frame:1.65e+06 wall_t:947 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.278 +2026-01-07 11:24:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:89.52 loss:-0.04079 fps:1742 +frame:1.66e+06 wall_t:953 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.259 +2026-01-07 11:24:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:88.62 loss:-0.03041 fps:1743 +frame:1.67e+06 wall_t:958 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.293 +2026-01-07 11:24:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:42.00 total_reward_ma:87.84 loss:-0.03485 fps:1743 +frame:1.68e+06 wall_t:964 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.453 +2026-01-07 11:24:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:50.00 total_reward_ma:87.14 loss:-0.03127 fps:1744 +frame:1.69e+06 wall_t:969 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.365 +2026-01-07 11:24:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:46.00 total_reward_ma:86.44 loss:-0.03223 fps:1744 +frame:1.70e+06 wall_t:975 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.412 +2026-01-07 11:25:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:48.00 total_reward_ma:85.86 loss:-0.03013 fps:1745 +frame:1.71e+06 wall_t:980 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.372 +2026-01-07 11:25:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:64.00 total_reward_ma:85.36 loss:-0.03294 fps:1744 +frame:1.72e+06 wall_t:986 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.445 +2026-01-07 11:25:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:68.00 total_reward_ma:84.94 loss:-0.03647 fps:1746 +frame:1.73e+06 wall_t:991 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.438 +2026-01-07 11:25:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:80.00 total_reward_ma:84.64 loss:-0.03443 fps:1745 +frame:1.74e+06 wall_t:997 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.493 +2026-01-07 11:25:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:96.00 total_reward_ma:84.48 loss:-0.04345 fps:1745 +frame:1.75e+06 wall_t:1003 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.456 +2026-01-07 11:25:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:98.00 total_reward_ma:84.36 loss:-0.03728 fps:1744 +frame:1.76e+06 wall_t:1009 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.507 +2026-01-07 11:25:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:100.00 total_reward_ma:84.34 loss:-0.03617 fps:1746 +frame:1.77e+06 wall_t:1014 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.433 +2026-01-07 11:25:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:114.00 total_reward_ma:84.56 loss:-0.03853 fps:1745 +frame:1.78e+06 wall_t:1020 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.493 +2026-01-07 11:25:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:136.00 total_reward_ma:84.90 loss:-0.03946 fps:1745 +frame:1.79e+06 wall_t:1026 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.438 +2026-01-07 11:25:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:158.00 total_reward_ma:85.52 loss:-0.04064 fps:1748 +frame:1.80e+06 wall_t:1030 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.467 +2026-01-07 11:25:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:202.00 total_reward_ma:86.66 loss:-0.03877 fps:1747 +frame:1.81e+06 wall_t:1036 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.465 +2026-01-07 11:26:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:258.00 total_reward_ma:88.34 loss:-0.03844 fps:1747 +frame:1.82e+06 wall_t:1042 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.384 +2026-01-07 11:26:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:316.00 total_reward_ma:90.68 loss:-0.03978 fps:1746 +frame:1.83e+06 wall_t:1048 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.496 +2026-01-07 11:26:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:376.00 total_reward_ma:93.62 loss:-0.03599 fps:1746 +frame:1.84e+06 wall_t:1054 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.437 +2026-01-07 11:26:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:462.00 total_reward_ma:97.56 loss:-0.03859 fps:1747 +frame:1.85e+06 wall_t:1059 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.494 +2026-01-07 11:26:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:536.00 total_reward_ma:102.20 loss:-0.03866 fps:1746 +frame:1.86e+06 wall_t:1065 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.305 +2026-01-07 11:26:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:580.00 total_reward_ma:107.28 loss:-0.03871 fps:1746 +frame:1.87e+06 wall_t:1071 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.36 +2026-01-07 11:26:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:610.00 total_reward_ma:112.62 loss:-0.03984 fps:1747 +frame:1.88e+06 wall_t:1076 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.277 +2026-01-07 11:26:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:656.00 total_reward_ma:118.34 loss:-0.03758 fps:1747 +frame:1.89e+06 wall_t:1082 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.321 +2026-01-07 11:26:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:670.00 total_reward_ma:124.18 loss:-0.03752 fps:1748 +frame:1.90e+06 wall_t:1087 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.224 +2026-01-07 11:26:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:676.00 total_reward_ma:130.10 loss:-0.03768 fps:1747 +frame:1.91e+06 wall_t:1093 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.312 +2026-01-07 11:27:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:680.00 total_reward_ma:136.04 loss:-0.03808 fps:1747 +frame:1.92e+06 wall_t:1099 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.314 +2026-01-07 11:27:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:668.00 total_reward_ma:141.76 loss:-0.03833 fps:1747 +frame:1.93e+06 wall_t:1105 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.204 +2026-01-07 11:27:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:682.00 total_reward_ma:147.68 loss:-0.0384 fps:1746 +frame:1.94e+06 wall_t:1111 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.255 +2026-01-07 11:27:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:676.00 total_reward_ma:153.60 loss:-0.0374 fps:1747 +frame:1.95e+06 wall_t:1116 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.195 +2026-01-07 11:27:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:678.00 total_reward_ma:159.44 loss:-0.03509 fps:1747 +frame:1.96e+06 wall_t:1122 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.139 +2026-01-07 11:27:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:660.00 total_reward_ma:165.10 loss:-0.03916 fps:1748 +frame:1.97e+06 wall_t:1127 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.165 +2026-01-07 11:27:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:654.00 total_reward_ma:170.68 loss:-0.035 fps:1749 +frame:1.98e+06 wall_t:1132 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.099 +2026-01-07 11:27:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:646.00 total_reward_ma:176.20 loss:-0.03517 fps:1749 +frame:1.99e+06 wall_t:1138 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.01 +2026-01-07 11:27:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:628.00 total_reward_ma:181.56 loss:-0.03669 fps:1748 +frame:2.00e+06 wall_t:1144 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.163 +2026-01-07 11:27:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:620.00 total_reward_ma:186.90 loss:-0.03778 fps:1748 +frame:2.01e+06 wall_t:1150 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.177 +2026-01-07 11:27:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:625.00 total_reward_ma:192.29 loss:-0.03659 fps:1747 +frame:2.02e+06 wall_t:1156 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.163 +2026-01-07 11:28:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:623.00 total_reward_ma:197.50 loss:-0.03618 fps:1747 +frame:2.03e+06 wall_t:1162 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.032 +2026-01-07 11:28:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:639.00 total_reward_ma:202.81 loss:-0.03478 fps:1748 +frame:2.04e+06 wall_t:1167 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.059 +2026-01-07 11:28:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:643.00 total_reward_ma:208.16 loss:-0.03557 fps:1749 +frame:2.05e+06 wall_t:1172 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.159 +2026-01-07 11:28:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:653.00 total_reward_ma:213.53 loss:-0.03407 fps:1747 +frame:2.06e+06 wall_t:1179 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.041 +2026-01-07 11:28:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:667.00 total_reward_ma:218.90 loss:-0.03582 fps:1747 +frame:2.07e+06 wall_t:1185 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.117 +2026-01-07 11:28:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:662.00 total_reward_ma:224.26 loss:-0.03471 fps:1746 +frame:2.08e+06 wall_t:1191 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.09 +2026-01-07 11:28:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:656.00 total_reward_ma:229.60 loss:-0.03572 fps:1746 +frame:2.09e+06 wall_t:1197 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.123 +2026-01-07 11:28:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:648.00 total_reward_ma:234.88 loss:-0.03714 fps:1746 +frame:2.10e+06 wall_t:1203 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.107 +2026-01-07 11:28:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:652.00 total_reward_ma:240.18 loss:-0.03493 fps:1747 +frame:2.11e+06 wall_t:1208 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.036 +2026-01-07 11:28:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:642.00 total_reward_ma:245.42 loss:-0.03437 fps:1746 +frame:2.12e+06 wall_t:1214 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.042 +2026-01-07 11:29:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:644.00 total_reward_ma:250.76 loss:-0.03506 fps:1747 +frame:2.13e+06 wall_t:1219 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.051 +2026-01-07 11:29:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:644.00 total_reward_ma:256.20 loss:-0.03586 fps:1748 +frame:2.14e+06 wall_t:1224 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.038 +2026-01-07 11:29:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:644.00 total_reward_ma:261.66 loss:-0.03393 fps:1748 +frame:2.15e+06 wall_t:1230 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.001 +2026-01-07 11:29:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:646.00 total_reward_ma:267.16 loss:-0.03338 fps:1749 +frame:2.16e+06 wall_t:1235 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.926 +2026-01-07 11:29:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:658.00 total_reward_ma:272.80 loss:-0.03468 fps:1749 +frame:2.17e+06 wall_t:1241 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.963 +2026-01-07 11:29:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:660.00 total_reward_ma:278.46 loss:-0.03349 fps:1748 +frame:2.18e+06 wall_t:1247 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.877 +2026-01-07 11:29:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:674.00 total_reward_ma:284.06 loss:-0.03411 fps:1748 +frame:2.19e+06 wall_t:1253 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.997 +2026-01-07 11:29:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:678.00 total_reward_ma:289.76 loss:-0.03468 fps:1749 +frame:2.20e+06 wall_t:1258 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.02 +2026-01-07 11:29:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:688.00 total_reward_ma:295.50 loss:-0.03501 fps:1750 +frame:2.21e+06 wall_t:1263 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.977 +2026-01-07 11:29:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:682.00 total_reward_ma:301.24 loss:-0.03415 fps:1749 +frame:2.22e+06 wall_t:1269 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.981 +2026-01-07 11:29:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:682.00 total_reward_ma:306.96 loss:-0.03515 fps:1749 +frame:2.23e+06 wall_t:1275 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.02 +2026-01-07 11:30:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:666.00 total_reward_ma:312.58 loss:-0.03322 fps:1750 +frame:2.24e+06 wall_t:1280 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.949 +2026-01-07 11:30:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:678.00 total_reward_ma:318.46 loss:-0.03295 fps:1750 +frame:2.25e+06 wall_t:1286 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.949 +2026-01-07 11:30:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:678.00 total_reward_ma:324.38 loss:-0.03418 fps:1749 +frame:2.26e+06 wall_t:1292 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.87 +2026-01-07 11:30:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:674.00 total_reward_ma:330.28 loss:-0.03028 fps:1749 +frame:2.27e+06 wall_t:1298 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.053 +2026-01-07 11:30:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:716.00 total_reward_ma:336.52 loss:-0.03475 fps:1748 +frame:2.28e+06 wall_t:1304 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.906 +2026-01-07 11:30:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:738.00 total_reward_ma:342.96 loss:-0.0347 fps:1748 +frame:2.29e+06 wall_t:1310 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.06 +2026-01-07 11:30:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:750.00 total_reward_ma:349.54 loss:-0.03371 fps:1748 +frame:2.30e+06 wall_t:1316 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.014 +2026-01-07 11:30:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:738.00 total_reward_ma:355.92 loss:-0.03414 fps:1749 +frame:2.31e+06 wall_t:1321 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.89 +2026-01-07 11:30:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:748.00 total_reward_ma:362.42 loss:-0.03291 fps:1748 +frame:2.32e+06 wall_t:1327 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.966 +2026-01-07 11:30:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:774.00 total_reward_ma:369.20 loss:-0.03319 fps:1748 +frame:2.33e+06 wall_t:1333 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.904 +2026-01-07 11:31:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:776.00 total_reward_ma:376.14 loss:-0.03493 fps:1749 +frame:2.34e+06 wall_t:1338 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.092 +2026-01-07 11:31:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:770.00 total_reward_ma:383.06 loss:-0.03588 fps:1749 +frame:2.35e+06 wall_t:1344 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.943 +2026-01-07 11:31:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:776.00 total_reward_ma:390.12 loss:-0.03512 fps:1749 +frame:2.36e+06 wall_t:1349 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.988 +2026-01-07 11:31:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:800.00 total_reward_ma:397.44 loss:-0.03348 fps:1749 +frame:2.37e+06 wall_t:1355 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.925 +2026-01-07 11:31:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:792.00 total_reward_ma:404.60 loss:-0.03283 fps:1750 +frame:2.38e+06 wall_t:1360 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.981 +2026-01-07 11:31:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:806.00 total_reward_ma:411.84 loss:-0.03433 fps:1751 +frame:2.39e+06 wall_t:1365 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.183 +2026-01-07 11:31:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:786.00 total_reward_ma:418.80 loss:-0.03416 fps:1751 +frame:2.40e+06 wall_t:1371 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:2.106 +2026-01-07 11:31:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:778.00 total_reward_ma:425.70 loss:-0.0334 fps:1751 +frame:2.41e+06 wall_t:1376 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.044 +2026-01-07 11:31:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:780.00 total_reward_ma:432.54 loss:-0.03748 fps:1751 +frame:2.42e+06 wall_t:1382 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.129 +2026-01-07 11:31:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:784.00 total_reward_ma:439.48 loss:-0.03349 fps:1752 +frame:2.43e+06 wall_t:1387 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.867 +2026-01-07 11:31:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:818.00 total_reward_ma:446.74 loss:-0.03595 fps:1752 +frame:2.44e+06 wall_t:1393 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.877 +2026-01-07 11:32:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:792.00 total_reward_ma:453.72 loss:-0.03424 fps:1751 +frame:2.45e+06 wall_t:1399 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.754 +2026-01-07 11:32:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:832.00 total_reward_ma:461.14 loss:-0.033 fps:1751 +frame:2.46e+06 wall_t:1405 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.904 +2026-01-07 11:32:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:842.00 total_reward_ma:468.54 loss:-0.03483 fps:1751 +frame:2.47e+06 wall_t:1411 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.985 +2026-01-07 11:32:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:866.00 total_reward_ma:476.22 loss:-0.03273 fps:1750 +frame:2.48e+06 wall_t:1417 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.901 +2026-01-07 11:32:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:872.00 total_reward_ma:484.00 loss:-0.03123 fps:1750 +frame:2.49e+06 wall_t:1423 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.035 +2026-01-07 11:32:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:890.00 total_reward_ma:492.14 loss:-0.0351 fps:1749 +frame:2.50e+06 wall_t:1429 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:2.038 +2026-01-07 11:32:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:900.00 total_reward_ma:500.42 loss:-0.02979 fps:1749 +frame:2.51e+06 wall_t:1435 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.914 +2026-01-07 11:32:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:968.00 total_reward_ma:509.52 loss:-0.0335 fps:1750 +frame:2.52e+06 wall_t:1440 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.94 +2026-01-07 11:32:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:998.00 total_reward_ma:518.92 loss:-0.03019 fps:1748 +frame:2.53e+06 wall_t:1447 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.873 +2026-01-07 11:32:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1007.00 total_reward_ma:528.49 loss:-0.03323 fps:1748 +frame:2.54e+06 wall_t:1453 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.876 +2026-01-07 11:33:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1015.00 total_reward_ma:538.20 loss:-0.03116 fps:1748 +frame:2.55e+06 wall_t:1459 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.875 +2026-01-07 11:33:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1057.00 total_reward_ma:548.33 loss:-0.02972 fps:1749 +frame:2.56e+06 wall_t:1464 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.802 +2026-01-07 11:33:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1111.00 total_reward_ma:558.96 loss:-0.03162 fps:1749 +frame:2.57e+06 wall_t:1469 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.856 +2026-01-07 11:33:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1147.00 total_reward_ma:569.99 loss:-0.02934 fps:1749 +frame:2.58e+06 wall_t:1475 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.778 +2026-01-07 11:33:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1171.00 total_reward_ma:581.32 loss:-0.03239 fps:1750 +frame:2.59e+06 wall_t:1480 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.936 +2026-01-07 11:33:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1263.00 total_reward_ma:593.49 loss:-0.02788 fps:1748 +frame:2.60e+06 wall_t:1487 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.937 +2026-01-07 11:33:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1252.00 total_reward_ma:605.53 loss:-0.0298 fps:1749 +frame:2.61e+06 wall_t:1492 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.767 +2026-01-07 11:33:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1348.00 total_reward_ma:618.53 loss:-0.03134 fps:1749 +frame:2.62e+06 wall_t:1498 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.895 +2026-01-07 11:33:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1366.00 total_reward_ma:631.73 loss:-0.02664 fps:1750 +frame:2.63e+06 wall_t:1503 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.787 +2026-01-07 11:33:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1400.00 total_reward_ma:645.21 loss:-0.03129 fps:1750 +frame:2.64e+06 wall_t:1509 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.877 +2026-01-07 11:33:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1372.00 total_reward_ma:658.35 loss:-0.03139 fps:1749 +frame:2.65e+06 wall_t:1515 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.896 +2026-01-07 11:34:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1352.00 total_reward_ma:671.39 loss:-0.02896 fps:1750 +frame:2.66e+06 wall_t:1520 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.876 +2026-01-07 11:34:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1444.00 total_reward_ma:685.35 loss:-0.02635 fps:1750 +frame:2.67e+06 wall_t:1526 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.799 +2026-01-07 11:34:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1476.00 total_reward_ma:699.69 loss:-0.03039 fps:1749 +frame:2.68e+06 wall_t:1532 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.756 +2026-01-07 11:34:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1522.00 total_reward_ma:714.41 loss:-0.02539 fps:1749 +frame:2.69e+06 wall_t:1538 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.803 +2026-01-07 11:34:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1680.00 total_reward_ma:730.75 loss:-0.02752 fps:1749 +frame:2.70e+06 wall_t:1544 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.716 +2026-01-07 11:34:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1728.00 total_reward_ma:747.55 loss:-0.02872 fps:1748 +frame:2.71e+06 wall_t:1550 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.712 +2026-01-07 11:34:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1822.00 total_reward_ma:765.13 loss:-0.02806 fps:1748 +frame:2.72e+06 wall_t:1556 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.706 +2026-01-07 11:34:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1848.00 total_reward_ma:782.93 loss:-0.02814 fps:1748 +frame:2.73e+06 wall_t:1562 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.691 +2026-01-07 11:34:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:1952.00 total_reward_ma:801.65 loss:-0.0235 fps:1747 +frame:2.74e+06 wall_t:1568 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.608 +2026-01-07 11:34:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2040.00 total_reward_ma:821.09 loss:-0.02567 fps:1747 +frame:2.75e+06 wall_t:1574 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.627 +2026-01-07 11:35:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2184.00 total_reward_ma:841.95 loss:-0.02573 fps:1748 +frame:2.76e+06 wall_t:1579 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.708 +2026-01-07 11:35:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2450.00 total_reward_ma:865.45 loss:-0.02596 fps:1748 +frame:2.77e+06 wall_t:1585 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.63 +2026-01-07 11:35:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2578.00 total_reward_ma:890.09 loss:-0.026 fps:1747 +frame:2.78e+06 wall_t:1591 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.748 +2026-01-07 11:35:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2578.00 total_reward_ma:914.51 loss:-0.02521 fps:1747 +frame:2.79e+06 wall_t:1597 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.627 +2026-01-07 11:35:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2822.00 total_reward_ma:941.15 loss:-0.03035 fps:1748 +frame:2.80e+06 wall_t:1602 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.755 +2026-01-07 11:35:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2892.00 total_reward_ma:968.05 loss:-0.02592 fps:1748 +frame:2.81e+06 wall_t:1608 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.736 +2026-01-07 11:35:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2872.00 total_reward_ma:994.19 loss:-0.02873 fps:1748 +frame:2.82e+06 wall_t:1613 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.665 +2026-01-07 11:35:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2878.00 total_reward_ma:1019.81 loss:-0.02285 fps:1748 +frame:2.83e+06 wall_t:1619 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.583 +2026-01-07 11:35:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:2936.00 total_reward_ma:1045.41 loss:-0.02699 fps:1749 +frame:2.84e+06 wall_t:1624 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.589 +2026-01-07 11:35:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3158.00 total_reward_ma:1072.37 loss:-0.02466 fps:1748 +frame:2.85e+06 wall_t:1630 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.612 +2026-01-07 11:35:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3308.00 total_reward_ma:1100.09 loss:-0.02592 fps:1749 +frame:2.86e+06 wall_t:1635 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.655 +2026-01-07 11:36:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3358.00 total_reward_ma:1127.87 loss:-0.02356 fps:1749 +frame:2.87e+06 wall_t:1641 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.539 +2026-01-07 11:36:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3432.00 total_reward_ma:1156.09 loss:-0.02325 fps:1750 +frame:2.88e+06 wall_t:1646 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.546 +2026-01-07 11:36:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3528.00 total_reward_ma:1184.81 loss:-0.03018 fps:1749 +frame:2.89e+06 wall_t:1652 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.618 +2026-01-07 11:36:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3612.00 total_reward_ma:1214.23 loss:-0.02478 fps:1749 +frame:2.90e+06 wall_t:1658 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.69 +2026-01-07 11:36:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3494.00 total_reward_ma:1242.41 loss:-0.02419 fps:1750 +frame:2.91e+06 wall_t:1663 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.595 +2026-01-07 11:36:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3558.00 total_reward_ma:1271.19 loss:-0.02643 fps:1751 +frame:2.92e+06 wall_t:1668 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.649 +2026-01-07 11:36:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3600.00 total_reward_ma:1300.51 loss:-0.027 fps:1750 +frame:2.93e+06 wall_t:1674 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.667 +2026-01-07 11:36:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3588.00 total_reward_ma:1329.57 loss:-0.02507 fps:1751 +frame:2.94e+06 wall_t:1679 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.626 +2026-01-07 11:36:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3592.00 total_reward_ma:1358.73 loss:-0.02598 fps:1751 +frame:2.95e+06 wall_t:1685 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.593 +2026-01-07 11:36:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3630.00 total_reward_ma:1388.25 loss:-0.02855 fps:1751 +frame:2.96e+06 wall_t:1690 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.654 +2026-01-07 11:36:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3756.00 total_reward_ma:1419.21 loss:-0.0264 fps:1751 +frame:2.97e+06 wall_t:1696 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.624 +2026-01-07 11:37:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3828.00 total_reward_ma:1450.95 loss:-0.0225 fps:1752 +frame:2.98e+06 wall_t:1701 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.492 +2026-01-07 11:37:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:3988.00 total_reward_ma:1484.37 loss:-0.0239 fps:1753 +frame:2.99e+06 wall_t:1706 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.517 +2026-01-07 11:37:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4268.00 total_reward_ma:1520.77 loss:-0.02435 fps:1752 +frame:3.00e+06 wall_t:1712 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.537 +2026-01-07 11:37:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4426.00 total_reward_ma:1558.83 loss:-0.02555 fps:1752 +frame:3.01e+06 wall_t:1718 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.613 +2026-01-07 11:37:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4448.00 total_reward_ma:1597.06 loss:-0.02904 fps:1752 +frame:3.02e+06 wall_t:1724 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.752 +2026-01-07 11:37:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4458.00 total_reward_ma:1635.41 loss:-0.02741 fps:1751 +frame:3.03e+06 wall_t:1730 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.647 +2026-01-07 11:37:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4568.00 total_reward_ma:1674.70 loss:-0.02473 fps:1752 +frame:3.04e+06 wall_t:1735 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.672 +2026-01-07 11:37:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4558.00 total_reward_ma:1713.85 loss:-0.0269 fps:1752 +frame:3.05e+06 wall_t:1741 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.645 +2026-01-07 11:37:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4456.00 total_reward_ma:1751.88 loss:-0.02756 fps:1752 +frame:3.06e+06 wall_t:1747 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.631 +2026-01-07 11:37:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4482.00 total_reward_ma:1790.03 loss:-0.0279 fps:1752 +frame:3.07e+06 wall_t:1752 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.792 +2026-01-07 11:38:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4554.00 total_reward_ma:1828.95 loss:-0.02417 fps:1752 +frame:3.08e+06 wall_t:1758 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.7 +2026-01-07 11:38:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4564.00 total_reward_ma:1868.03 loss:-0.02357 fps:1752 +frame:3.09e+06 wall_t:1764 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.603 +2026-01-07 11:38:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4676.00 total_reward_ma:1908.31 loss:-0.02747 fps:1752 +frame:3.10e+06 wall_t:1769 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.721 +2026-01-07 11:38:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4808.00 total_reward_ma:1949.87 loss:-0.0267 fps:1752 +frame:3.11e+06 wall_t:1775 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.587 +2026-01-07 11:38:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4842.00 total_reward_ma:1991.87 loss:-0.02439 fps:1753 +frame:3.12e+06 wall_t:1780 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.591 +2026-01-07 11:38:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4762.00 total_reward_ma:2033.05 loss:-0.02417 fps:1753 +frame:3.13e+06 wall_t:1786 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.692 +2026-01-07 11:38:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4920.00 total_reward_ma:2075.81 loss:-0.02149 fps:1753 +frame:3.14e+06 wall_t:1791 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.628 +2026-01-07 11:38:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4920.00 total_reward_ma:2118.57 loss:-0.02406 fps:1753 +frame:3.15e+06 wall_t:1797 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.587 +2026-01-07 11:38:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4944.00 total_reward_ma:2161.55 loss:-0.02585 fps:1754 +frame:3.16e+06 wall_t:1802 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.722 +2026-01-07 11:38:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4846.00 total_reward_ma:2203.43 loss:-0.02394 fps:1753 +frame:3.17e+06 wall_t:1808 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.554 +2026-01-07 11:38:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4876.00 total_reward_ma:2245.59 loss:-0.02826 fps:1753 +frame:3.18e+06 wall_t:1814 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.665 +2026-01-07 11:39:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4810.00 total_reward_ma:2286.95 loss:-0.02176 fps:1754 +frame:3.19e+06 wall_t:1819 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.521 +2026-01-07 11:39:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4794.00 total_reward_ma:2328.11 loss:-0.02445 fps:1753 +frame:3.20e+06 wall_t:1825 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.638 +2026-01-07 11:39:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4768.00 total_reward_ma:2368.91 loss:-0.0228 fps:1752 +frame:3.21e+06 wall_t:1832 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.496 +2026-01-07 11:39:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4806.00 total_reward_ma:2410.15 loss:-0.02561 fps:1752 +frame:3.22e+06 wall_t:1838 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.653 +2026-01-07 11:39:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4890.00 total_reward_ma:2452.23 loss:-0.02486 fps:1752 +frame:3.23e+06 wall_t:1844 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.71 +2026-01-07 11:39:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:4980.00 total_reward_ma:2495.37 loss:-0.02353 fps:1751 +frame:3.24e+06 wall_t:1850 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.576 +2026-01-07 11:39:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5150.00 total_reward_ma:2540.09 loss:-0.02253 fps:1753 +frame:3.25e+06 wall_t:1854 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.651 +2026-01-07 11:39:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5332.00 total_reward_ma:2586.63 loss:-0.02421 fps:1753 +frame:3.26e+06 wall_t:1860 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.554 +2026-01-07 11:39:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5392.00 total_reward_ma:2633.81 loss:-0.0219 fps:1752 +frame:3.27e+06 wall_t:1866 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.597 +2026-01-07 11:39:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5468.00 total_reward_ma:2681.33 loss:-0.02328 fps:1752 +frame:3.28e+06 wall_t:1872 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.468 +2026-01-07 11:40:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5524.00 total_reward_ma:2729.19 loss:-0.02144 fps:1752 +frame:3.29e+06 wall_t:1878 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.483 +2026-01-07 11:40:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5574.00 total_reward_ma:2777.43 loss:-0.01694 fps:1753 +frame:3.30e+06 wall_t:1883 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.491 +2026-01-07 11:40:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5766.00 total_reward_ma:2827.71 loss:-0.02252 fps:1752 +frame:3.31e+06 wall_t:1889 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.513 +2026-01-07 11:40:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5764.00 total_reward_ma:2877.87 loss:-0.02021 fps:1752 +frame:3.32e+06 wall_t:1895 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.529 +2026-01-07 11:40:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5856.00 total_reward_ma:2928.69 loss:-0.02059 fps:1752 +frame:3.33e+06 wall_t:1901 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.448 +2026-01-07 11:40:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5912.00 total_reward_ma:2980.05 loss:-0.02144 fps:1751 +frame:3.34e+06 wall_t:1907 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.549 +2026-01-07 11:40:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5908.00 total_reward_ma:3031.43 loss:-0.02014 fps:1752 +frame:3.35e+06 wall_t:1912 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.466 +2026-01-07 11:40:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:5970.00 total_reward_ma:3083.37 loss:-0.01941 fps:1752 +frame:3.36e+06 wall_t:1918 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.499 +2026-01-07 11:40:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6108.00 total_reward_ma:3136.45 loss:-0.02574 fps:1752 +frame:3.37e+06 wall_t:1924 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.61 +2026-01-07 11:40:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6276.00 total_reward_ma:3191.29 loss:-0.02133 fps:1752 +frame:3.38e+06 wall_t:1929 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.497 +2026-01-07 11:40:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6354.00 total_reward_ma:3246.77 loss:-0.02258 fps:1752 +frame:3.39e+06 wall_t:1935 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.597 +2026-01-07 11:41:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6524.00 total_reward_ma:3304.15 loss:-0.02645 fps:1753 +frame:3.40e+06 wall_t:1940 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.612 +2026-01-07 11:41:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6524.00 total_reward_ma:3361.61 loss:-0.02063 fps:1752 +frame:3.41e+06 wall_t:1946 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.485 +2026-01-07 11:41:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6586.00 total_reward_ma:3419.67 loss:-0.02281 fps:1753 +frame:3.42e+06 wall_t:1951 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.592 +2026-01-07 11:41:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6632.00 total_reward_ma:3478.15 loss:-0.0169 fps:1753 +frame:3.43e+06 wall_t:1957 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.499 +2026-01-07 11:41:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6856.00 total_reward_ma:3538.53 loss:-0.02057 fps:1752 +frame:3.44e+06 wall_t:1963 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.514 +2026-01-07 11:41:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:6952.00 total_reward_ma:3600.13 loss:-0.02127 fps:1752 +frame:3.45e+06 wall_t:1969 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.572 +2026-01-07 11:41:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7164.00 total_reward_ma:3663.45 loss:-0.02028 fps:1752 +frame:3.46e+06 wall_t:1975 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.441 +2026-01-07 11:41:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7208.00 total_reward_ma:3727.11 loss:-0.02063 fps:1753 +frame:3.47e+06 wall_t:1980 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.474 +2026-01-07 11:41:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7208.00 total_reward_ma:3790.53 loss:-0.02277 fps:1753 +frame:3.48e+06 wall_t:1985 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.395 +2026-01-07 11:41:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7436.00 total_reward_ma:3856.17 loss:-0.02072 fps:1753 +frame:3.49e+06 wall_t:1991 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.529 +2026-01-07 11:41:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7718.00 total_reward_ma:3924.45 loss:-0.02006 fps:1754 +frame:3.50e+06 wall_t:1996 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.605 +2026-01-07 11:42:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7686.00 total_reward_ma:3992.31 loss:-0.01897 fps:1754 +frame:3.51e+06 wall_t:2001 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.455 +2026-01-07 11:42:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7840.00 total_reward_ma:4061.03 loss:-0.02403 fps:1754 +frame:3.52e+06 wall_t:2007 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.472 +2026-01-07 11:42:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7982.00 total_reward_ma:4130.87 loss:-0.02372 fps:1754 +frame:3.53e+06 wall_t:2013 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.593 +2026-01-07 11:42:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7982.00 total_reward_ma:4200.62 loss:-0.01982 fps:1753 +frame:3.54e+06 wall_t:2019 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.505 +2026-01-07 11:42:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8092.00 total_reward_ma:4271.39 loss:-0.02051 fps:1754 +frame:3.55e+06 wall_t:2024 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.553 +2026-01-07 11:42:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8276.00 total_reward_ma:4343.58 loss:-0.02343 fps:1754 +frame:3.56e+06 wall_t:2030 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.552 +2026-01-07 11:42:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8302.00 total_reward_ma:4415.49 loss:-0.0203 fps:1753 +frame:3.57e+06 wall_t:2036 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.521 +2026-01-07 11:42:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8322.00 total_reward_ma:4487.24 loss:-0.02423 fps:1754 +frame:3.58e+06 wall_t:2041 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.526 +2026-01-07 11:42:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8368.00 total_reward_ma:4559.21 loss:-0.02511 fps:1755 +frame:3.59e+06 wall_t:2046 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.6 +2026-01-07 11:42:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8378.00 total_reward_ma:4630.36 loss:-0.02285 fps:1754 +frame:3.60e+06 wall_t:2052 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.658 +2026-01-07 11:43:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8396.00 total_reward_ma:4701.80 loss:-0.02578 fps:1753 +frame:3.61e+06 wall_t:2059 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.711 +2026-01-07 11:43:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8488.00 total_reward_ma:4773.20 loss:-0.0251 fps:1754 +frame:3.62e+06 wall_t:2064 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.62 +2026-01-07 11:43:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8444.00 total_reward_ma:4843.98 loss:-0.02446 fps:1754 +frame:3.63e+06 wall_t:2070 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.55 +2026-01-07 11:43:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8446.00 total_reward_ma:4914.44 loss:-0.02196 fps:1754 +frame:3.64e+06 wall_t:2075 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.608 +2026-01-07 11:43:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8432.00 total_reward_ma:4985.04 loss:-0.02537 fps:1754 +frame:3.65e+06 wall_t:2081 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.679 +2026-01-07 11:43:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8478.00 total_reward_ma:5056.30 loss:-0.02345 fps:1754 +frame:3.66e+06 wall_t:2087 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.67 +2026-01-07 11:43:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8504.00 total_reward_ma:5126.90 loss:-0.02536 fps:1754 +frame:3.67e+06 wall_t:2092 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.666 +2026-01-07 11:43:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8542.00 total_reward_ma:5197.56 loss:-0.02515 fps:1754 +frame:3.68e+06 wall_t:2098 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.607 +2026-01-07 11:43:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8486.00 total_reward_ma:5267.20 loss:-0.02659 fps:1754 +frame:3.69e+06 wall_t:2104 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.635 +2026-01-07 11:43:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8339.00 total_reward_ma:5333.79 loss:-0.02558 fps:1754 +frame:3.70e+06 wall_t:2109 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.71 +2026-01-07 11:43:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8249.00 total_reward_ma:5399.00 loss:-0.02458 fps:1754 +frame:3.71e+06 wall_t:2115 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.599 +2026-01-07 11:44:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8117.00 total_reward_ma:5461.95 loss:-0.02501 fps:1755 +frame:3.72e+06 wall_t:2120 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.662 +2026-01-07 11:44:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8099.00 total_reward_ma:5524.46 loss:-0.02273 fps:1754 +frame:3.73e+06 wall_t:2127 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.536 +2026-01-07 11:44:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7909.00 total_reward_ma:5584.03 loss:-0.02401 fps:1753 +frame:3.74e+06 wall_t:2133 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.598 +2026-01-07 11:44:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7825.00 total_reward_ma:5641.88 loss:-0.02252 fps:1754 +frame:3.75e+06 wall_t:2138 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.572 +2026-01-07 11:44:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8021.00 total_reward_ma:5700.25 loss:-0.02264 fps:1755 +frame:3.76e+06 wall_t:2143 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.526 +2026-01-07 11:44:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7853.00 total_reward_ma:5754.28 loss:-0.01978 fps:1754 +frame:3.77e+06 wall_t:2149 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.418 +2026-01-07 11:44:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:7893.00 total_reward_ma:5807.43 loss:-0.01936 fps:1754 +frame:3.78e+06 wall_t:2155 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.368 +2026-01-07 11:44:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8045.00 total_reward_ma:5862.10 loss:-0.02299 fps:1755 +frame:3.79e+06 wall_t:2160 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.51 +2026-01-07 11:44:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8101.00 total_reward_ma:5914.89 loss:-0.02027 fps:1755 +frame:3.80e+06 wall_t:2165 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.464 +2026-01-07 11:44:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8069.00 total_reward_ma:5966.66 loss:-0.02268 fps:1755 +frame:3.81e+06 wall_t:2171 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.518 +2026-01-07 11:45:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8003.00 total_reward_ma:6017.97 loss:-0.02449 fps:1755 +frame:3.82e+06 wall_t:2177 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.646 +2026-01-07 11:45:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8179.00 total_reward_ma:6070.98 loss:-0.02397 fps:1754 +frame:3.83e+06 wall_t:2183 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.558 +2026-01-07 11:45:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8179.00 total_reward_ma:6123.41 loss:-0.02266 fps:1754 +frame:3.84e+06 wall_t:2189 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.714 +2026-01-07 11:45:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8321.00 total_reward_ma:6175.04 loss:-0.02443 fps:1755 +frame:3.85e+06 wall_t:2194 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.624 +2026-01-07 11:45:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8315.00 total_reward_ma:6225.11 loss:-0.02356 fps:1755 +frame:3.86e+06 wall_t:2200 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.585 +2026-01-07 11:45:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8421.00 total_reward_ma:6275.74 loss:-0.02432 fps:1754 +frame:3.87e+06 wall_t:2206 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.642 +2026-01-07 11:45:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8455.00 total_reward_ma:6325.97 loss:-0.02285 fps:1755 +frame:3.88e+06 wall_t:2211 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.569 +2026-01-07 11:45:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8615.00 total_reward_ma:6376.84 loss:-0.02517 fps:1755 +frame:3.89e+06 wall_t:2217 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.568 +2026-01-07 11:45:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8555.00 total_reward_ma:6426.27 loss:-0.0256 fps:1754 +frame:3.90e+06 wall_t:2223 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.573 +2026-01-07 11:45:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8617.00 total_reward_ma:6477.50 loss:-0.02325 fps:1754 +frame:3.91e+06 wall_t:2229 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.613 +2026-01-07 11:45:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8615.00 total_reward_ma:6528.07 loss:-0.02501 fps:1755 +frame:3.92e+06 wall_t:2234 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.6 +2026-01-07 11:46:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8491.00 total_reward_ma:6576.98 loss:-0.02441 fps:1755 +frame:3.93e+06 wall_t:2239 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.605 +2026-01-07 11:46:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8493.00 total_reward_ma:6626.03 loss:-0.02412 fps:1755 +frame:3.94e+06 wall_t:2245 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.626 +2026-01-07 11:46:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8443.00 total_reward_ma:6674.54 loss:-0.02207 fps:1755 +frame:3.95e+06 wall_t:2251 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.511 +2026-01-07 11:46:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8684.00 total_reward_ma:6725.08 loss:-0.02296 fps:1755 +frame:3.96e+06 wall_t:2256 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.513 +2026-01-07 11:46:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8759.00 total_reward_ma:6775.11 loss:-0.02072 fps:1755 +frame:3.97e+06 wall_t:2262 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.53 +2026-01-07 11:46:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8683.00 total_reward_ma:6823.66 loss:-0.02248 fps:1755 +frame:3.98e+06 wall_t:2268 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.537 +2026-01-07 11:46:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8791.00 total_reward_ma:6871.69 loss:-0.02675 fps:1755 +frame:3.99e+06 wall_t:2273 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.596 +2026-01-07 11:46:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8857.00 total_reward_ma:6917.58 loss:-0.0231 fps:1755 +frame:4.00e+06 wall_t:2279 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.44 +2026-01-07 11:46:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8899.00 total_reward_ma:6962.31 loss:-0.02484 fps:1755 +frame:4.01e+06 wall_t:2285 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.627 +2026-01-07 11:46:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8881.00 total_reward_ma:7006.64 loss:-0.02349 fps:1755 +frame:4.02e+06 wall_t:2290 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.471 +2026-01-07 11:46:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8807.00 total_reward_ma:7050.13 loss:-0.02474 fps:1755 +frame:4.03e+06 wall_t:2296 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.602 +2026-01-07 11:47:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8615.00 total_reward_ma:7090.60 loss:-0.02647 fps:1755 +frame:4.04e+06 wall_t:2302 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.603 +2026-01-07 11:47:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8481.00 total_reward_ma:7129.83 loss:-0.02774 fps:1756 +frame:4.05e+06 wall_t:2307 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.532 +2026-01-07 11:47:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8469.00 total_reward_ma:7169.96 loss:-0.02625 fps:1755 +frame:4.06e+06 wall_t:2314 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.512 +2026-01-07 11:47:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8537.00 total_reward_ma:7210.51 loss:-0.01981 fps:1754 +frame:4.07e+06 wall_t:2320 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.577 +2026-01-07 11:47:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8499.00 total_reward_ma:7249.96 loss:-0.02087 fps:1754 +frame:4.08e+06 wall_t:2326 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.508 +2026-01-07 11:47:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8543.00 total_reward_ma:7289.75 loss:-0.02241 fps:1755 +frame:4.09e+06 wall_t:2331 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.492 +2026-01-07 11:47:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8367.00 total_reward_ma:7326.66 loss:-0.02504 fps:1754 +frame:4.10e+06 wall_t:2337 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.508 +2026-01-07 11:47:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8471.00 total_reward_ma:7363.29 loss:-0.02532 fps:1755 +frame:4.11e+06 wall_t:2342 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.431 +2026-01-07 11:47:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8435.00 total_reward_ma:7399.22 loss:-0.02209 fps:1755 +frame:4.12e+06 wall_t:2348 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.464 +2026-01-07 11:47:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8435.00 total_reward_ma:7435.95 loss:-0.02117 fps:1755 +frame:4.13e+06 wall_t:2353 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.335 +2026-01-07 11:48:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8443.00 total_reward_ma:7471.18 loss:-0.02216 fps:1754 +frame:4.14e+06 wall_t:2360 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.361 +2026-01-07 11:48:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8395.00 total_reward_ma:7505.93 loss:-0.02226 fps:1754 +frame:4.15e+06 wall_t:2366 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.413 +2026-01-07 11:48:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8555.00 total_reward_ma:7542.04 loss:-0.02117 fps:1754 +frame:4.16e+06 wall_t:2372 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.542 +2026-01-07 11:48:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8549.00 total_reward_ma:7579.07 loss:-0.02313 fps:1754 +frame:4.17e+06 wall_t:2377 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.344 +2026-01-07 11:48:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8557.00 total_reward_ma:7615.88 loss:-0.01886 fps:1754 +frame:4.18e+06 wall_t:2383 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.549 +2026-01-07 11:48:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8677.00 total_reward_ma:7654.55 loss:-0.02295 fps:1755 +frame:4.19e+06 wall_t:2388 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.396 +2026-01-07 11:48:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8791.00 total_reward_ma:7694.52 loss:-0.02294 fps:1754 +frame:4.20e+06 wall_t:2394 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.534 +2026-01-07 11:48:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8857.00 total_reward_ma:7735.41 loss:-0.01979 fps:1755 +frame:4.21e+06 wall_t:2399 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.478 +2026-01-07 11:48:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8857.00 total_reward_ma:7775.92 loss:-0.02542 fps:1755 +frame:4.22e+06 wall_t:2405 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.508 +2026-01-07 11:48:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8780.00 total_reward_ma:7814.82 loss:-0.02386 fps:1754 +frame:4.23e+06 wall_t:2411 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.526 +2026-01-07 11:48:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8772.00 total_reward_ma:7852.74 loss:-0.02332 fps:1754 +frame:4.24e+06 wall_t:2417 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.451 +2026-01-07 11:49:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8914.00 total_reward_ma:7890.38 loss:-0.02289 fps:1755 +frame:4.25e+06 wall_t:2422 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.526 +2026-01-07 11:49:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8928.00 total_reward_ma:7926.34 loss:-0.0197 fps:1755 +frame:4.26e+06 wall_t:2428 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.521 +2026-01-07 11:49:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8940.00 total_reward_ma:7961.82 loss:-0.02226 fps:1755 +frame:4.27e+06 wall_t:2433 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.573 +2026-01-07 11:49:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:8884.00 total_reward_ma:7995.98 loss:-0.02284 fps:1755 +frame:4.28e+06 wall_t:2439 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.567 +2026-01-07 11:49:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9014.00 total_reward_ma:8030.88 loss:-0.02791 fps:1755 +frame:4.29e+06 wall_t:2444 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.526 +2026-01-07 11:49:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9156.00 total_reward_ma:8066.70 loss:-0.02469 fps:1755 +frame:4.30e+06 wall_t:2450 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.532 +2026-01-07 11:49:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9108.00 total_reward_ma:8100.12 loss:-0.02588 fps:1755 +frame:4.31e+06 wall_t:2456 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.515 +2026-01-07 11:49:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9288.00 total_reward_ma:8135.36 loss:-0.02442 fps:1755 +frame:4.32e+06 wall_t:2462 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.455 +2026-01-07 11:49:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9598.00 total_reward_ma:8172.78 loss:-0.02527 fps:1755 +frame:4.33e+06 wall_t:2467 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.527 +2026-01-07 11:49:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9624.00 total_reward_ma:8209.90 loss:-0.0246 fps:1755 +frame:4.34e+06 wall_t:2473 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.451 +2026-01-07 11:50:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9748.00 total_reward_ma:8248.30 loss:-0.02398 fps:1755 +frame:4.35e+06 wall_t:2479 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.46 +2026-01-07 11:50:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9882.00 total_reward_ma:8287.42 loss:-0.02437 fps:1755 +frame:4.36e+06 wall_t:2484 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.317 +2026-01-07 11:50:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9882.00 total_reward_ma:8325.16 loss:-0.02027 fps:1756 +frame:4.37e+06 wall_t:2489 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.363 +2026-01-07 11:50:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9938.00 total_reward_ma:8361.78 loss:-0.02426 fps:1756 +frame:4.38e+06 wall_t:2495 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.403 +2026-01-07 11:50:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10028.00 total_reward_ma:8398.52 loss:-0.02383 fps:1755 +frame:4.39e+06 wall_t:2501 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.372 +2026-01-07 11:50:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10254.00 total_reward_ma:8435.82 loss:-0.0193 fps:1756 +frame:4.40e+06 wall_t:2506 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.466 +2026-01-07 11:50:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10344.00 total_reward_ma:8474.02 loss:-0.02121 fps:1756 +frame:4.41e+06 wall_t:2512 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.46 +2026-01-07 11:50:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10180.00 total_reward_ma:8509.96 loss:-0.02457 fps:1755 +frame:4.42e+06 wall_t:2518 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.383 +2026-01-07 11:50:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10264.00 total_reward_ma:8546.28 loss:-0.01987 fps:1755 +frame:4.43e+06 wall_t:2524 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.449 +2026-01-07 11:50:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10298.00 total_reward_ma:8580.70 loss:-0.02603 fps:1756 +frame:4.44e+06 wall_t:2529 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.531 +2026-01-07 11:50:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10378.00 total_reward_ma:8614.96 loss:-0.02221 fps:1755 +frame:4.45e+06 wall_t:2535 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.388 +2026-01-07 11:51:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10318.00 total_reward_ma:8646.50 loss:-0.01957 fps:1755 +frame:4.46e+06 wall_t:2541 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.382 +2026-01-07 11:51:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10366.00 total_reward_ma:8678.08 loss:-0.02721 fps:1755 +frame:4.47e+06 wall_t:2547 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.542 +2026-01-07 11:51:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10356.00 total_reward_ma:8709.56 loss:-0.0243 fps:1755 +frame:4.48e+06 wall_t:2552 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.555 +2026-01-07 11:51:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10362.00 total_reward_ma:8738.82 loss:-0.02776 fps:1755 +frame:4.49e+06 wall_t:2558 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.486 +2026-01-07 11:51:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10344.00 total_reward_ma:8765.08 loss:-0.02139 fps:1756 +frame:4.50e+06 wall_t:2563 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.538 +2026-01-07 11:51:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10228.00 total_reward_ma:8790.50 loss:-0.02369 fps:1756 +frame:4.51e+06 wall_t:2569 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.561 +2026-01-07 11:51:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10286.00 total_reward_ma:8814.96 loss:-0.02155 fps:1755 +frame:4.52e+06 wall_t:2575 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.49 +2026-01-07 11:51:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10276.00 total_reward_ma:8837.90 loss:-0.02347 fps:1755 +frame:4.53e+06 wall_t:2581 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.567 +2026-01-07 11:51:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10044.00 total_reward_ma:8858.52 loss:-0.02408 fps:1756 +frame:4.54e+06 wall_t:2586 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.469 +2026-01-07 11:51:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9950.00 total_reward_ma:8877.10 loss:-0.02001 fps:1755 +frame:4.55e+06 wall_t:2592 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.489 +2026-01-07 11:51:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9946.00 total_reward_ma:8893.80 loss:-0.02296 fps:1756 +frame:4.56e+06 wall_t:2597 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.461 +2026-01-07 11:52:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9992.00 total_reward_ma:8910.70 loss:-0.02124 fps:1756 +frame:4.57e+06 wall_t:2603 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.474 +2026-01-07 11:52:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9908.00 total_reward_ma:8926.56 loss:-0.02344 fps:1756 +frame:4.58e+06 wall_t:2608 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.496 +2026-01-07 11:52:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9880.00 total_reward_ma:8941.68 loss:-0.02334 fps:1756 +frame:4.59e+06 wall_t:2614 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.526 +2026-01-07 11:52:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9938.00 total_reward_ma:8957.28 loss:-0.02591 fps:1756 +frame:4.60e+06 wall_t:2620 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.432 +2026-01-07 11:52:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9746.00 total_reward_ma:8970.78 loss:-0.02145 fps:1756 +frame:4.61e+06 wall_t:2625 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.496 +2026-01-07 11:52:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9790.00 total_reward_ma:8983.80 loss:-0.0237 fps:1757 +frame:4.62e+06 wall_t:2630 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.424 +2026-01-07 11:52:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9693.00 total_reward_ma:8996.29 loss:-0.02323 fps:1756 +frame:4.63e+06 wall_t:2636 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.47 +2026-01-07 11:52:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9577.00 total_reward_ma:9007.60 loss:-0.01798 fps:1757 +frame:4.64e+06 wall_t:2641 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.421 +2026-01-07 11:52:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9625.00 total_reward_ma:9019.53 loss:-0.02627 fps:1757 +frame:4.65e+06 wall_t:2647 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.467 +2026-01-07 11:52:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9539.00 total_reward_ma:9030.14 loss:-0.02398 fps:1757 +frame:4.66e+06 wall_t:2652 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.6 +2026-01-07 11:53:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9423.00 total_reward_ma:9039.33 loss:-0.02672 fps:1757 +frame:4.67e+06 wall_t:2658 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.544 +2026-01-07 11:53:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9363.00 total_reward_ma:9047.54 loss:-0.02131 fps:1757 +frame:4.68e+06 wall_t:2664 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.543 +2026-01-07 11:53:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9315.00 total_reward_ma:9055.83 loss:-0.02476 fps:1757 +frame:4.69e+06 wall_t:2670 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.514 +2026-01-07 11:53:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9397.00 total_reward_ma:9066.41 loss:-0.02263 fps:1756 +frame:4.70e+06 wall_t:2676 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.399 +2026-01-07 11:53:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9401.00 total_reward_ma:9077.93 loss:-0.02337 fps:1757 +frame:4.71e+06 wall_t:2681 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.45 +2026-01-07 11:53:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9359.00 total_reward_ma:9090.35 loss:-0.02259 fps:1757 +frame:4.72e+06 wall_t:2687 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.457 +2026-01-07 11:53:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9405.00 total_reward_ma:9103.41 loss:-0.02181 fps:1756 +frame:4.73e+06 wall_t:2693 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.455 +2026-01-07 11:53:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9465.00 total_reward_ma:9118.97 loss:-0.02279 fps:1757 +frame:4.74e+06 wall_t:2698 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.443 +2026-01-07 11:53:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9501.00 total_reward_ma:9135.73 loss:-0.02182 fps:1757 +frame:4.75e+06 wall_t:2704 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.435 +2026-01-07 11:53:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9501.00 total_reward_ma:9150.53 loss:-0.02629 fps:1756 +frame:4.76e+06 wall_t:2710 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.471 +2026-01-07 11:53:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9489.00 total_reward_ma:9166.89 loss:-0.02349 fps:1757 +frame:4.77e+06 wall_t:2715 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.505 +2026-01-07 11:54:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9675.00 total_reward_ma:9184.71 loss:-0.02589 fps:1757 +frame:4.78e+06 wall_t:2721 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.388 +2026-01-07 11:54:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9727.00 total_reward_ma:9201.53 loss:-0.02632 fps:1757 +frame:4.79e+06 wall_t:2726 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.501 +2026-01-07 11:54:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9703.00 total_reward_ma:9217.55 loss:-0.02441 fps:1757 +frame:4.80e+06 wall_t:2732 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.457 +2026-01-07 11:54:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9691.00 total_reward_ma:9233.77 loss:-0.02462 fps:1757 +frame:4.81e+06 wall_t:2737 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.316 +2026-01-07 11:54:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9881.00 total_reward_ma:9252.55 loss:-0.02634 fps:1757 +frame:4.82e+06 wall_t:2743 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.356 +2026-01-07 11:54:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9881.00 total_reward_ma:9269.57 loss:-0.02364 fps:1757 +frame:4.83e+06 wall_t:2749 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.386 +2026-01-07 11:54:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9953.00 total_reward_ma:9287.31 loss:-0.02535 fps:1757 +frame:4.84e+06 wall_t:2754 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.361 +2026-01-07 11:54:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:9981.00 total_reward_ma:9303.91 loss:-0.02318 fps:1757 +frame:4.85e+06 wall_t:2761 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.496 +2026-01-07 11:54:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10099.00 total_reward_ma:9321.75 loss:-0.02798 fps:1756 +frame:4.86e+06 wall_t:2767 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.346 +2026-01-07 11:54:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10149.00 total_reward_ma:9339.03 loss:-0.02499 fps:1756 +frame:4.87e+06 wall_t:2773 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.481 +2026-01-07 11:55:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10239.00 total_reward_ma:9356.87 loss:-0.02662 fps:1756 +frame:4.88e+06 wall_t:2779 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.461 +2026-01-07 11:55:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10215.00 total_reward_ma:9372.87 loss:-0.02233 fps:1756 +frame:4.89e+06 wall_t:2785 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.42 +2026-01-07 11:55:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10233.00 total_reward_ma:9389.65 loss:-0.02359 fps:1756 +frame:4.90e+06 wall_t:2790 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.408 +2026-01-07 11:55:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10241.00 total_reward_ma:9405.89 loss:-0.02611 fps:1756 +frame:4.91e+06 wall_t:2796 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.344 +2026-01-07 11:55:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10318.00 total_reward_ma:9422.92 loss:-0.01795 fps:1756 +frame:4.92e+06 wall_t:2802 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.456 +2026-01-07 11:55:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10314.00 total_reward_ma:9441.15 loss:-0.02678 fps:1756 +frame:4.93e+06 wall_t:2808 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.417 +2026-01-07 11:55:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10296.00 total_reward_ma:9459.18 loss:-0.01802 fps:1756 +frame:4.94e+06 wall_t:2814 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.459 +2026-01-07 11:55:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10232.00 total_reward_ma:9477.07 loss:-0.02343 fps:1756 +frame:4.95e+06 wall_t:2819 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.415 +2026-01-07 11:55:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10314.00 total_reward_ma:9493.37 loss:-0.02364 fps:1756 +frame:4.96e+06 wall_t:2825 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.443 +2026-01-07 11:55:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10190.00 total_reward_ma:9507.68 loss:-0.02179 fps:1756 +frame:4.97e+06 wall_t:2830 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.342 +2026-01-07 11:55:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10280.00 total_reward_ma:9523.65 loss:-0.02527 fps:1756 +frame:4.98e+06 wall_t:2836 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.406 +2026-01-07 11:56:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10362.00 total_reward_ma:9539.36 loss:-0.02272 fps:1756 +frame:4.99e+06 wall_t:2841 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.362 +2026-01-07 11:56:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10362.00 total_reward_ma:9554.41 loss:-0.02269 fps:1756 +frame:5.00e+06 wall_t:2847 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.368 +2026-01-07 11:56:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10482.00 total_reward_ma:9570.24 loss:-0.02723 fps:1756 +frame:5.01e+06 wall_t:2853 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.468 +2026-01-07 11:56:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10594.00 total_reward_ma:9587.37 loss:-0.01984 fps:1756 +frame:5.02e+06 wall_t:2859 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.403 +2026-01-07 11:56:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10628.00 total_reward_ma:9605.58 loss:-0.02558 fps:1756 +frame:5.03e+06 wall_t:2864 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.375 +2026-01-07 11:56:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10702.00 total_reward_ma:9626.45 loss:-0.02608 fps:1757 +frame:5.04e+06 wall_t:2869 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.44 +2026-01-07 11:56:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10664.00 total_reward_ma:9648.28 loss:-0.02225 fps:1757 +frame:5.05e+06 wall_t:2875 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.428 +2026-01-07 11:56:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10600.00 total_reward_ma:9669.59 loss:-0.02252 fps:1756 +frame:5.06e+06 wall_t:2881 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.411 +2026-01-07 11:56:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10658.00 total_reward_ma:9690.80 loss:-0.02156 fps:1756 +frame:5.07e+06 wall_t:2887 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.458 +2026-01-07 11:56:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10684.00 total_reward_ma:9712.65 loss:-0.02351 fps:1756 +frame:5.08e+06 wall_t:2893 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.478 +2026-01-07 11:57:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10740.00 total_reward_ma:9734.62 loss:-0.02592 fps:1756 +frame:5.09e+06 wall_t:2899 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.363 +2026-01-07 11:57:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10818.00 total_reward_ma:9759.13 loss:-0.0243 fps:1756 +frame:5.10e+06 wall_t:2904 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.338 +2026-01-07 11:57:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10936.00 total_reward_ma:9783.78 loss:-0.02312 fps:1756 +frame:5.11e+06 wall_t:2910 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.363 +2026-01-07 11:57:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:10934.00 total_reward_ma:9808.77 loss:-0.02453 fps:1756 +frame:5.12e+06 wall_t:2916 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.399 +2026-01-07 11:57:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11150.00 total_reward_ma:9835.92 loss:-0.02192 fps:1756 +frame:5.13e+06 wall_t:2921 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.397 +2026-01-07 11:57:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11290.00 total_reward_ma:9864.39 loss:-0.02173 fps:1756 +frame:5.14e+06 wall_t:2927 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.429 +2026-01-07 11:57:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11346.00 total_reward_ma:9893.90 loss:-0.02466 fps:1756 +frame:5.15e+06 wall_t:2933 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.465 +2026-01-07 11:57:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11424.00 total_reward_ma:9922.59 loss:-0.01982 fps:1756 +frame:5.16e+06 wall_t:2939 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.381 +2026-01-07 11:57:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11326.00 total_reward_ma:9950.36 loss:-0.02452 fps:1756 +frame:5.17e+06 wall_t:2944 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.498 +2026-01-07 11:57:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11314.00 total_reward_ma:9977.93 loss:-0.02394 fps:1756 +frame:5.18e+06 wall_t:2950 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.382 +2026-01-07 11:57:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11124.00 total_reward_ma:10002.40 loss:-0.02532 fps:1756 +frame:5.19e+06 wall_t:2956 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.343 +2026-01-07 11:58:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11252.00 total_reward_ma:10027.01 loss:-0.02668 fps:1756 +frame:5.20e+06 wall_t:2961 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.496 +2026-01-07 11:58:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11246.00 total_reward_ma:10050.90 loss:-0.02372 fps:1757 +frame:5.21e+06 wall_t:2966 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.385 +2026-01-07 11:58:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11346.00 total_reward_ma:10075.79 loss:-0.02219 fps:1756 +frame:5.22e+06 wall_t:2972 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.422 +2026-01-07 11:58:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11442.00 total_reward_ma:10102.41 loss:-0.02416 fps:1756 +frame:5.23e+06 wall_t:2978 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.282 +2026-01-07 11:58:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11292.00 total_reward_ma:10127.61 loss:-0.02515 fps:1756 +frame:5.24e+06 wall_t:2984 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.432 +2026-01-07 11:58:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11452.00 total_reward_ma:10152.99 loss:-0.02545 fps:1756 +frame:5.25e+06 wall_t:2990 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.448 +2026-01-07 11:58:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11594.00 total_reward_ma:10179.65 loss:-0.02318 fps:1756 +frame:5.26e+06 wall_t:2995 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.302 +2026-01-07 11:58:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11596.00 total_reward_ma:10206.21 loss:-0.02229 fps:1756 +frame:5.27e+06 wall_t:3001 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.31 +2026-01-07 11:58:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11526.00 total_reward_ma:10232.63 loss:-0.0198 fps:1756 +frame:5.28e+06 wall_t:3007 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.274 +2026-01-07 11:58:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11556.00 total_reward_ma:10258.05 loss:-0.02125 fps:1756 +frame:5.29e+06 wall_t:3013 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.278 +2026-01-07 11:59:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11692.00 total_reward_ma:10283.41 loss:-0.02258 fps:1756 +frame:5.30e+06 wall_t:3018 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.25 +2026-01-07 11:59:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11694.00 total_reward_ma:10309.27 loss:-0.02284 fps:1756 +frame:5.31e+06 wall_t:3024 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.145 +2026-01-07 11:59:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11760.00 total_reward_ma:10333.99 loss:-0.01987 fps:1756 +frame:5.32e+06 wall_t:3029 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.271 +2026-01-07 11:59:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11828.00 total_reward_ma:10356.29 loss:-0.02089 fps:1756 +frame:5.33e+06 wall_t:3035 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.271 +2026-01-07 11:59:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11862.00 total_reward_ma:10378.67 loss:-0.02333 fps:1756 +frame:5.34e+06 wall_t:3041 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.229 +2026-01-07 11:59:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11964.00 total_reward_ma:10400.83 loss:-0.01964 fps:1756 +frame:5.35e+06 wall_t:3046 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.234 +2026-01-07 11:59:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11946.00 total_reward_ma:10421.47 loss:-0.02177 fps:1756 +frame:5.36e+06 wall_t:3052 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.234 +2026-01-07 11:59:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11976.00 total_reward_ma:10442.41 loss:-0.02253 fps:1757 +frame:5.37e+06 wall_t:3057 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.274 +2026-01-07 11:59:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11972.00 total_reward_ma:10462.75 loss:-0.02391 fps:1756 +frame:5.38e+06 wall_t:3063 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.19 +2026-01-07 11:59:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12094.00 total_reward_ma:10483.41 loss:-0.02467 fps:1756 +frame:5.39e+06 wall_t:3069 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.246 +2026-01-07 11:59:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12164.00 total_reward_ma:10502.51 loss:-0.02069 fps:1756 +frame:5.40e+06 wall_t:3075 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.318 +2026-01-07 12:00:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12230.00 total_reward_ma:10521.37 loss:-0.02302 fps:1756 +frame:5.41e+06 wall_t:3080 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.154 +2026-01-07 12:00:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12322.00 total_reward_ma:10542.79 loss:-0.01947 fps:1756 +frame:5.42e+06 wall_t:3086 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.29 +2026-01-07 12:00:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12322.00 total_reward_ma:10563.37 loss:-0.02322 fps:1757 +frame:5.43e+06 wall_t:3091 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.287 +2026-01-07 12:00:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12340.00 total_reward_ma:10583.79 loss:-0.02067 fps:1757 +frame:5.44e+06 wall_t:3097 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.223 +2026-01-07 12:00:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12352.00 total_reward_ma:10603.53 loss:-0.02489 fps:1756 +frame:5.45e+06 wall_t:3103 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.337 +2026-01-07 12:00:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12316.00 total_reward_ma:10623.51 loss:-0.02287 fps:1756 +frame:5.46e+06 wall_t:3109 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.371 +2026-01-07 12:00:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12314.00 total_reward_ma:10642.99 loss:-0.02347 fps:1757 +frame:5.47e+06 wall_t:3114 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.385 +2026-01-07 12:00:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12352.00 total_reward_ma:10662.95 loss:-0.02266 fps:1756 +frame:5.48e+06 wall_t:3120 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.289 +2026-01-07 12:00:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12376.00 total_reward_ma:10683.09 loss:-0.02271 fps:1757 +frame:5.49e+06 wall_t:3125 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.219 +2026-01-07 12:00:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12466.00 total_reward_ma:10704.31 loss:-0.02203 fps:1757 +frame:5.50e+06 wall_t:3131 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.334 +2026-01-07 12:00:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12424.00 total_reward_ma:10726.27 loss:-0.02316 fps:1757 +frame:5.51e+06 wall_t:3136 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.312 +2026-01-07 12:01:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12568.00 total_reward_ma:10749.09 loss:-0.02188 fps:1758 +frame:5.52e+06 wall_t:3140 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.307 +2026-01-07 12:01:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12752.00 total_reward_ma:10773.85 loss:-0.02425 fps:1758 +frame:5.53e+06 wall_t:3145 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.33 +2026-01-07 12:01:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12846.00 total_reward_ma:10801.87 loss:-0.023 fps:1759 +frame:5.54e+06 wall_t:3150 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.257 +2026-01-07 12:01:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12912.00 total_reward_ma:10831.49 loss:-0.02387 fps:1759 +frame:5.55e+06 wall_t:3155 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.195 +2026-01-07 12:01:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12918.00 total_reward_ma:10861.21 loss:-0.02195 fps:1759 +frame:5.56e+06 wall_t:3160 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.19 +2026-01-07 12:01:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12928.00 total_reward_ma:10890.57 loss:-0.02136 fps:1760 +frame:5.57e+06 wall_t:3165 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.212 +2026-01-07 12:01:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12992.00 total_reward_ma:10921.41 loss:-0.02239 fps:1760 +frame:5.58e+06 wall_t:3170 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.346 +2026-01-07 12:01:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13094.00 total_reward_ma:10953.55 loss:-0.023 fps:1761 +frame:5.59e+06 wall_t:3175 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.296 +2026-01-07 12:01:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13100.00 total_reward_ma:10985.17 loss:-0.02212 fps:1761 +frame:5.60e+06 wall_t:3180 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.295 +2026-01-07 12:01:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13030.00 total_reward_ma:11018.01 loss:-0.0194 fps:1761 +frame:5.61e+06 wall_t:3185 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.345 +2026-01-07 12:01:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12988.00 total_reward_ma:11049.99 loss:-0.02116 fps:1762 +frame:5.62e+06 wall_t:3190 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.244 +2026-01-07 12:01:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12944.00 total_reward_ma:11082.50 loss:-0.02245 fps:1763 +frame:5.63e+06 wall_t:3194 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.301 +2026-01-07 12:02:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13010.00 total_reward_ma:11116.83 loss:-0.02375 fps:1763 +frame:5.64e+06 wall_t:3199 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.355 +2026-01-07 12:02:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13136.00 total_reward_ma:11151.94 loss:-0.02224 fps:1763 +frame:5.65e+06 wall_t:3204 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.254 +2026-01-07 12:02:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13204.00 total_reward_ma:11188.59 loss:-0.0237 fps:1764 +frame:5.66e+06 wall_t:3208 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.33 +2026-01-07 12:02:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13204.00 total_reward_ma:11226.40 loss:-0.02066 fps:1765 +frame:5.67e+06 wall_t:3213 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.282 +2026-01-07 12:02:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13146.00 total_reward_ma:11264.23 loss:-0.02161 fps:1765 +frame:5.68e+06 wall_t:3218 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.32 +2026-01-07 12:02:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13168.00 total_reward_ma:11302.76 loss:-0.02196 fps:1765 +frame:5.69e+06 wall_t:3223 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.312 +2026-01-07 12:02:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13068.00 total_reward_ma:11339.47 loss:-0.02312 fps:1766 +frame:5.70e+06 wall_t:3227 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.352 +2026-01-07 12:02:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13110.00 total_reward_ma:11376.56 loss:-0.024 fps:1767 +frame:5.71e+06 wall_t:3232 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.354 +2026-01-07 12:02:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13134.00 total_reward_ma:11414.31 loss:-0.02261 fps:1767 +frame:5.72e+06 wall_t:3237 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.307 +2026-01-07 12:02:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13048.00 total_reward_ma:11450.74 loss:-0.02292 fps:1767 +frame:5.73e+06 wall_t:3242 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.274 +2026-01-07 12:02:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13086.00 total_reward_ma:11486.95 loss:-0.02465 fps:1768 +frame:5.74e+06 wall_t:3247 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.171 +2026-01-07 12:02:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13060.00 total_reward_ma:11522.54 loss:-0.02379 fps:1768 +frame:5.75e+06 wall_t:3252 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.236 +2026-01-07 12:02:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13074.00 total_reward_ma:11558.27 loss:-0.0239 fps:1768 +frame:5.76e+06 wall_t:3257 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.173 +2026-01-07 12:03:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13056.00 total_reward_ma:11593.94 loss:-0.02333 fps:1769 +frame:5.77e+06 wall_t:3261 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.351 +2026-01-07 12:03:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13072.00 total_reward_ma:11627.91 loss:-0.02577 fps:1770 +frame:5.78e+06 wall_t:3266 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.344 +2026-01-07 12:03:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13070.00 total_reward_ma:11661.34 loss:-0.0224 fps:1770 +frame:5.79e+06 wall_t:3271 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.334 +2026-01-07 12:03:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13122.00 total_reward_ma:11695.53 loss:-0.02521 fps:1770 +frame:5.80e+06 wall_t:3276 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.327 +2026-01-07 12:03:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13144.00 total_reward_ma:11730.06 loss:-0.02124 fps:1771 +frame:5.81e+06 wall_t:3280 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.18 +2026-01-07 12:03:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13106.00 total_reward_ma:11762.31 loss:-0.02286 fps:1771 +frame:5.82e+06 wall_t:3286 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.354 +2026-01-07 12:03:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13154.00 total_reward_ma:11795.04 loss:-0.01796 fps:1772 +frame:5.83e+06 wall_t:3290 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.298 +2026-01-07 12:03:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13146.00 total_reward_ma:11826.97 loss:-0.02223 fps:1772 +frame:5.84e+06 wall_t:3295 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.25 +2026-01-07 12:03:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13124.00 total_reward_ma:11858.40 loss:-0.02168 fps:1773 +frame:5.85e+06 wall_t:3300 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.205 +2026-01-07 12:03:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13106.00 total_reward_ma:11888.47 loss:-0.0206 fps:1773 +frame:5.86e+06 wall_t:3305 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.311 +2026-01-07 12:03:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12992.00 total_reward_ma:11916.90 loss:-0.02062 fps:1773 +frame:5.87e+06 wall_t:3310 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.289 +2026-01-07 12:03:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12966.00 total_reward_ma:11944.17 loss:-0.02299 fps:1774 +frame:5.88e+06 wall_t:3315 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.257 +2026-01-07 12:04:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12966.00 total_reward_ma:11971.68 loss:-0.02384 fps:1775 +frame:5.89e+06 wall_t:3319 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.291 +2026-01-07 12:04:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13036.00 total_reward_ma:11999.71 loss:-0.02291 fps:1775 +frame:5.90e+06 wall_t:3324 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.23 +2026-01-07 12:04:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12874.00 total_reward_ma:12026.04 loss:-0.02247 fps:1775 +frame:5.91e+06 wall_t:3329 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.296 +2026-01-07 12:04:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12838.00 total_reward_ma:12051.24 loss:-0.0232 fps:1776 +frame:5.92e+06 wall_t:3334 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.331 +2026-01-07 12:04:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12836.00 total_reward_ma:12076.46 loss:-0.02236 fps:1776 +frame:5.93e+06 wall_t:3339 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.326 +2026-01-07 12:04:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12874.00 total_reward_ma:12102.24 loss:-0.02556 fps:1777 +frame:5.94e+06 wall_t:3343 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.418 +2026-01-07 12:04:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12798.00 total_reward_ma:12127.90 loss:-0.01879 fps:1777 +frame:5.95e+06 wall_t:3348 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.255 +2026-01-07 12:04:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12838.00 total_reward_ma:12153.14 loss:-0.01866 fps:1778 +frame:5.96e+06 wall_t:3353 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.285 +2026-01-07 12:04:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12858.00 total_reward_ma:12179.82 loss:-0.01902 fps:1778 +frame:5.97e+06 wall_t:3358 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.365 +2026-01-07 12:04:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12940.00 total_reward_ma:12206.42 loss:-0.02507 fps:1779 +frame:5.98e+06 wall_t:3362 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.392 +2026-01-07 12:04:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12878.00 total_reward_ma:12231.58 loss:-0.02515 fps:1779 +frame:5.99e+06 wall_t:3367 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.345 +2026-01-07 12:04:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12836.00 total_reward_ma:12256.32 loss:-0.02235 fps:1779 +frame:6.00e+06 wall_t:3372 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.309 +2026-01-07 12:04:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12760.00 total_reward_ma:12279.10 loss:-0.02609 fps:1780 +frame:6.01e+06 wall_t:3377 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.319 +2026-01-07 12:05:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12708.00 total_reward_ma:12300.24 loss:-0.02581 fps:1780 +frame:6.02e+06 wall_t:3382 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 12:05:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12718.00 total_reward_ma:12321.14 loss:-0.02602 fps:1780 +frame:6.03e+06 wall_t:3387 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.412 +2026-01-07 12:05:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12724.00 total_reward_ma:12341.36 loss:-0.02482 fps:1781 +frame:6.04e+06 wall_t:3392 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.336 +2026-01-07 12:05:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12692.00 total_reward_ma:12361.64 loss:-0.0265 fps:1782 +frame:6.05e+06 wall_t:3396 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.383 +2026-01-07 12:05:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12566.00 total_reward_ma:12381.30 loss:-0.02231 fps:1782 +frame:6.06e+06 wall_t:3401 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.307 +2026-01-07 12:05:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12570.00 total_reward_ma:12400.42 loss:-0.02465 fps:1782 +frame:6.07e+06 wall_t:3406 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.339 +2026-01-07 12:05:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12668.00 total_reward_ma:12420.26 loss:-0.02587 fps:1783 +frame:6.08e+06 wall_t:3410 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.366 +2026-01-07 12:05:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12590.00 total_reward_ma:12438.76 loss:-0.02016 fps:1783 +frame:6.09e+06 wall_t:3415 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.407 +2026-01-07 12:05:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12640.00 total_reward_ma:12456.98 loss:-0.02259 fps:1784 +frame:6.10e+06 wall_t:3420 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.258 +2026-01-07 12:05:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12556.00 total_reward_ma:12473.18 loss:-0.02458 fps:1784 +frame:6.11e+06 wall_t:3425 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.296 +2026-01-07 12:05:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12594.00 total_reward_ma:12489.78 loss:-0.01994 fps:1784 +frame:6.12e+06 wall_t:3430 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.234 +2026-01-07 12:05:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12546.00 total_reward_ma:12503.74 loss:-0.02363 fps:1785 +frame:6.13e+06 wall_t:3435 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 12:06:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12518.00 total_reward_ma:12516.02 loss:-0.02521 fps:1785 +frame:6.14e+06 wall_t:3440 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.357 +2026-01-07 12:06:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12498.00 total_reward_ma:12527.54 loss:-0.02381 fps:1785 +frame:6.15e+06 wall_t:3445 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.286 +2026-01-07 12:06:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12484.00 total_reward_ma:12538.14 loss:-0.02283 fps:1786 +frame:6.16e+06 wall_t:3450 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 12:06:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12460.00 total_reward_ma:12549.48 loss:-0.02364 fps:1786 +frame:6.17e+06 wall_t:3455 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 12:06:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12446.00 total_reward_ma:12560.80 loss:-0.02095 fps:1786 +frame:6.18e+06 wall_t:3460 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.239 +2026-01-07 12:06:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12486.00 total_reward_ma:12574.42 loss:-0.02234 fps:1786 +frame:6.19e+06 wall_t:3465 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 12:06:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12486.00 total_reward_ma:12586.76 loss:-0.02235 fps:1787 +frame:6.20e+06 wall_t:3469 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.262 +2026-01-07 12:06:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12562.00 total_reward_ma:12599.92 loss:-0.02403 fps:1788 +frame:6.21e+06 wall_t:3474 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 12:06:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12684.00 total_reward_ma:12613.30 loss:-0.02402 fps:1788 +frame:6.22e+06 wall_t:3479 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 12:06:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12692.00 total_reward_ma:12625.80 loss:-0.02334 fps:1788 +frame:6.23e+06 wall_t:3484 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 12:06:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12746.00 total_reward_ma:12640.34 loss:-0.02149 fps:1789 +frame:6.24e+06 wall_t:3488 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 12:06:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12736.00 total_reward_ma:12653.18 loss:-0.02371 fps:1789 +frame:6.25e+06 wall_t:3493 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.326 +2026-01-07 12:07:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12692.00 total_reward_ma:12664.16 loss:-0.02066 fps:1790 +frame:6.26e+06 wall_t:3498 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.313 +2026-01-07 12:07:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12788.00 total_reward_ma:12676.08 loss:-0.02126 fps:1790 +frame:6.27e+06 wall_t:3503 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:07:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12906.00 total_reward_ma:12689.88 loss:-0.0247 fps:1790 +frame:6.28e+06 wall_t:3508 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.363 +2026-01-07 12:07:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12908.00 total_reward_ma:12703.40 loss:-0.02202 fps:1790 +frame:6.29e+06 wall_t:3513 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.3 +2026-01-07 12:07:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12962.00 total_reward_ma:12716.10 loss:-0.02625 fps:1791 +frame:6.30e+06 wall_t:3518 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 12:07:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12924.00 total_reward_ma:12728.40 loss:-0.02225 fps:1791 +frame:6.31e+06 wall_t:3523 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.295 +2026-01-07 12:07:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12924.00 total_reward_ma:12740.04 loss:-0.01743 fps:1792 +frame:6.32e+06 wall_t:3527 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 12:07:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12900.00 total_reward_ma:12750.76 loss:-0.0248 fps:1792 +frame:6.33e+06 wall_t:3532 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.329 +2026-01-07 12:07:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12868.00 total_reward_ma:12760.82 loss:-0.01984 fps:1792 +frame:6.34e+06 wall_t:3537 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.285 +2026-01-07 12:07:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12850.00 total_reward_ma:12769.68 loss:-0.02356 fps:1793 +frame:6.35e+06 wall_t:3542 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 12:07:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13022.00 total_reward_ma:12780.44 loss:-0.02579 fps:1793 +frame:6.36e+06 wall_t:3547 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.422 +2026-01-07 12:07:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13072.00 total_reward_ma:12791.40 loss:-0.02069 fps:1793 +frame:6.37e+06 wall_t:3552 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 12:07:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13038.00 total_reward_ma:12802.06 loss:-0.02002 fps:1794 +frame:6.38e+06 wall_t:3557 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.392 +2026-01-07 12:08:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13038.00 total_reward_ma:12811.50 loss:-0.02352 fps:1794 +frame:6.39e+06 wall_t:3561 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.309 +2026-01-07 12:08:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13066.00 total_reward_ma:12820.52 loss:-0.02586 fps:1795 +frame:6.40e+06 wall_t:3566 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 12:08:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12966.00 total_reward_ma:12827.88 loss:-0.02455 fps:1795 +frame:6.41e+06 wall_t:3571 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.258 +2026-01-07 12:08:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13060.00 total_reward_ma:12835.26 loss:-0.02212 fps:1795 +frame:6.42e+06 wall_t:3576 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 12:08:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13034.00 total_reward_ma:12842.38 loss:-0.02196 fps:1796 +frame:6.43e+06 wall_t:3581 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 12:08:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12956.00 total_reward_ma:12848.54 loss:-0.0216 fps:1796 +frame:6.44e+06 wall_t:3585 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 12:08:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12974.00 total_reward_ma:12854.76 loss:-0.01907 fps:1797 +frame:6.45e+06 wall_t:3590 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:08:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12892.00 total_reward_ma:12860.52 loss:-0.01866 fps:1797 +frame:6.46e+06 wall_t:3595 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.328 +2026-01-07 12:08:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12840.00 total_reward_ma:12865.78 loss:-0.01773 fps:1797 +frame:6.47e+06 wall_t:3600 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.343 +2026-01-07 12:08:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12894.00 total_reward_ma:12871.20 loss:-0.0222 fps:1798 +frame:6.48e+06 wall_t:3605 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 12:08:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12884.00 total_reward_ma:12876.28 loss:-0.02333 fps:1798 +frame:6.49e+06 wall_t:3610 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 12:08:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12918.00 total_reward_ma:12880.80 loss:-0.02216 fps:1799 +frame:6.50e+06 wall_t:3614 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 12:09:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12984.00 total_reward_ma:12886.40 loss:-0.02143 fps:1799 +frame:6.51e+06 wall_t:3619 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.338 +2026-01-07 12:09:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13016.00 total_reward_ma:12890.88 loss:-0.02406 fps:1799 +frame:6.52e+06 wall_t:3624 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 12:09:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12938.00 total_reward_ma:12892.74 loss:-0.02335 fps:1799 +frame:6.53e+06 wall_t:3629 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.3 +2026-01-07 12:09:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12930.00 total_reward_ma:12893.58 loss:-0.01488 fps:1800 +frame:6.54e+06 wall_t:3634 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 12:09:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12936.00 total_reward_ma:12893.82 loss:-0.0238 fps:1800 +frame:6.55e+06 wall_t:3639 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 12:09:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12918.00 total_reward_ma:12893.82 loss:-0.02378 fps:1800 +frame:6.56e+06 wall_t:3644 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.383 +2026-01-07 12:09:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12912.00 total_reward_ma:12893.66 loss:-0.02266 fps:1800 +frame:6.57e+06 wall_t:3649 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 12:09:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12888.00 total_reward_ma:12892.62 loss:-0.02284 fps:1801 +frame:6.58e+06 wall_t:3653 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:09:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12730.00 total_reward_ma:12888.98 loss:-0.02337 fps:1802 +frame:6.59e+06 wall_t:3658 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.34 +2026-01-07 12:09:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12776.00 total_reward_ma:12885.74 loss:-0.02089 fps:1802 +frame:6.60e+06 wall_t:3662 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 12:09:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12746.00 total_reward_ma:12882.90 loss:-0.02054 fps:1803 +frame:6.61e+06 wall_t:3667 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.28 +2026-01-07 12:09:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12778.00 total_reward_ma:12880.80 loss:-0.02174 fps:1803 +frame:6.62e+06 wall_t:3672 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 12:10:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12774.00 total_reward_ma:12879.10 loss:-0.02341 fps:1803 +frame:6.63e+06 wall_t:3677 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:10:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12808.00 total_reward_ma:12877.08 loss:-0.02302 fps:1803 +frame:6.64e+06 wall_t:3682 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 12:10:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12844.00 total_reward_ma:12874.16 loss:-0.02534 fps:1804 +frame:6.65e+06 wall_t:3687 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.384 +2026-01-07 12:10:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12844.00 total_reward_ma:12870.56 loss:-0.02369 fps:1804 +frame:6.66e+06 wall_t:3691 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.318 +2026-01-07 12:10:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12840.00 total_reward_ma:12866.92 loss:-0.0228 fps:1805 +frame:6.67e+06 wall_t:3696 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 12:10:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12898.00 total_reward_ma:12864.44 loss:-0.02357 fps:1805 +frame:6.68e+06 wall_t:3701 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.268 +2026-01-07 12:10:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12864.00 total_reward_ma:12861.40 loss:-0.02218 fps:1805 +frame:6.69e+06 wall_t:3706 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.283 +2026-01-07 12:10:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12924.00 total_reward_ma:12859.96 loss:-0.02366 fps:1806 +frame:6.70e+06 wall_t:3710 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.312 +2026-01-07 12:10:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12870.00 total_reward_ma:12857.56 loss:-0.01745 fps:1806 +frame:6.71e+06 wall_t:3715 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.423 +2026-01-07 12:10:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12794.00 total_reward_ma:12854.16 loss:-0.02569 fps:1806 +frame:6.72e+06 wall_t:3720 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.412 +2026-01-07 12:10:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12784.00 total_reward_ma:12851.52 loss:-0.02422 fps:1807 +frame:6.73e+06 wall_t:3725 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.469 +2026-01-07 12:10:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12680.00 total_reward_ma:12847.46 loss:-0.01921 fps:1807 +frame:6.74e+06 wall_t:3729 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.345 +2026-01-07 12:10:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12610.00 total_reward_ma:12842.96 loss:-0.02437 fps:1808 +frame:6.75e+06 wall_t:3734 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.373 +2026-01-07 12:11:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12684.00 total_reward_ma:12839.06 loss:-0.0199 fps:1808 +frame:6.76e+06 wall_t:3739 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.32 +2026-01-07 12:11:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12718.00 total_reward_ma:12835.68 loss:-0.02403 fps:1809 +frame:6.77e+06 wall_t:3743 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.474 +2026-01-07 12:11:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12688.00 total_reward_ma:12831.84 loss:-0.02444 fps:1809 +frame:6.78e+06 wall_t:3748 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.363 +2026-01-07 12:11:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12680.00 total_reward_ma:12827.94 loss:-0.0231 fps:1809 +frame:6.79e+06 wall_t:3753 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.458 +2026-01-07 12:11:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12734.00 total_reward_ma:12824.06 loss:-0.02394 fps:1809 +frame:6.80e+06 wall_t:3758 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.324 +2026-01-07 12:11:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12798.00 total_reward_ma:12820.60 loss:-0.02437 fps:1810 +frame:6.81e+06 wall_t:3763 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.36 +2026-01-07 12:11:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12872.00 total_reward_ma:12818.26 loss:-0.02442 fps:1810 +frame:6.82e+06 wall_t:3767 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.372 +2026-01-07 12:11:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12838.00 total_reward_ma:12815.10 loss:-0.02273 fps:1811 +frame:6.83e+06 wall_t:3772 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.359 +2026-01-07 12:11:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12836.00 total_reward_ma:12812.00 loss:-0.02392 fps:1811 +frame:6.84e+06 wall_t:3777 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.404 +2026-01-07 12:11:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12786.00 total_reward_ma:12808.62 loss:-0.02203 fps:1811 +frame:6.85e+06 wall_t:3783 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.361 +2026-01-07 12:11:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12790.00 total_reward_ma:12805.46 loss:-0.0211 fps:1811 +frame:6.86e+06 wall_t:3788 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.301 +2026-01-07 12:11:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12792.00 total_reward_ma:12803.46 loss:-0.02297 fps:1811 +frame:6.87e+06 wall_t:3793 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.327 +2026-01-07 12:12:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12844.00 total_reward_ma:12802.24 loss:-0.02298 fps:1811 +frame:6.88e+06 wall_t:3798 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.297 +2026-01-07 12:12:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12800.00 total_reward_ma:12800.58 loss:-0.02139 fps:1812 +frame:6.89e+06 wall_t:3803 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.327 +2026-01-07 12:12:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12702.00 total_reward_ma:12797.24 loss:-0.02195 fps:1812 +frame:6.90e+06 wall_t:3808 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 12:12:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12622.00 total_reward_ma:12794.72 loss:-0.02179 fps:1812 +frame:6.91e+06 wall_t:3814 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.338 +2026-01-07 12:12:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12622.00 total_reward_ma:12792.56 loss:-0.02267 fps:1812 +frame:6.92e+06 wall_t:3818 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.28 +2026-01-07 12:12:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12696.00 total_reward_ma:12791.16 loss:-0.02318 fps:1813 +frame:6.93e+06 wall_t:3823 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.327 +2026-01-07 12:12:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12706.00 total_reward_ma:12789.48 loss:-0.02357 fps:1813 +frame:6.94e+06 wall_t:3827 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.389 +2026-01-07 12:12:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12712.00 total_reward_ma:12788.62 loss:-0.02499 fps:1814 +frame:6.95e+06 wall_t:3832 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.404 +2026-01-07 12:12:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12662.00 total_reward_ma:12786.86 loss:-0.02355 fps:1814 +frame:6.96e+06 wall_t:3837 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.354 +2026-01-07 12:12:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12682.00 total_reward_ma:12785.10 loss:-0.02377 fps:1814 +frame:6.97e+06 wall_t:3842 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.31 +2026-01-07 12:12:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12440.00 total_reward_ma:12780.10 loss:-0.02267 fps:1815 +frame:6.98e+06 wall_t:3846 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 12:12:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12288.00 total_reward_ma:12774.20 loss:-0.01753 fps:1815 +frame:6.99e+06 wall_t:3851 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 12:12:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12308.00 total_reward_ma:12768.92 loss:-0.02369 fps:1815 +frame:7.00e+06 wall_t:3856 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 12:13:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12254.00 total_reward_ma:12763.86 loss:-0.02286 fps:1816 +frame:7.01e+06 wall_t:3860 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.232 +2026-01-07 12:13:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12252.00 total_reward_ma:12759.30 loss:-0.02168 fps:1816 +frame:7.02e+06 wall_t:3865 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.278 +2026-01-07 12:13:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12212.00 total_reward_ma:12754.24 loss:-0.02001 fps:1817 +frame:7.03e+06 wall_t:3870 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 12:13:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12218.00 total_reward_ma:12749.18 loss:-0.02155 fps:1817 +frame:7.04e+06 wall_t:3875 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 12:13:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12068.00 total_reward_ma:12742.94 loss:-0.01861 fps:1817 +frame:7.05e+06 wall_t:3880 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 12:13:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12082.00 total_reward_ma:12738.10 loss:-0.02194 fps:1817 +frame:7.06e+06 wall_t:3885 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 12:13:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12022.00 total_reward_ma:12732.62 loss:-0.02228 fps:1817 +frame:7.07e+06 wall_t:3890 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.251 +2026-01-07 12:13:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12154.00 total_reward_ma:12727.48 loss:-0.02017 fps:1818 +frame:7.08e+06 wall_t:3895 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.327 +2026-01-07 12:13:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12158.00 total_reward_ma:12723.16 loss:-0.02058 fps:1818 +frame:7.09e+06 wall_t:3899 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 12:13:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12144.00 total_reward_ma:12718.20 loss:-0.02166 fps:1819 +frame:7.10e+06 wall_t:3904 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 12:13:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12068.00 total_reward_ma:12713.32 loss:-0.02184 fps:1819 +frame:7.11e+06 wall_t:3909 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 12:13:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12154.00 total_reward_ma:12708.92 loss:-0.02244 fps:1819 +frame:7.12e+06 wall_t:3914 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 12:14:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12170.00 total_reward_ma:12705.16 loss:-0.02334 fps:1819 +frame:7.13e+06 wall_t:3919 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.261 +2026-01-07 12:14:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12192.00 total_reward_ma:12701.90 loss:-0.02355 fps:1820 +frame:7.14e+06 wall_t:3924 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.267 +2026-01-07 12:14:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12094.00 total_reward_ma:12697.86 loss:-0.022 fps:1820 +frame:7.15e+06 wall_t:3929 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 12:14:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12136.00 total_reward_ma:12694.38 loss:-0.02248 fps:1820 +frame:7.16e+06 wall_t:3934 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.333 +2026-01-07 12:14:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12182.00 total_reward_ma:12691.60 loss:-0.021 fps:1821 +frame:7.17e+06 wall_t:3938 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.348 +2026-01-07 12:14:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12162.00 total_reward_ma:12688.76 loss:-0.02274 fps:1821 +frame:7.18e+06 wall_t:3943 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.322 +2026-01-07 12:14:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12196.00 total_reward_ma:12685.86 loss:-0.01851 fps:1821 +frame:7.19e+06 wall_t:3948 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 12:14:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12126.00 total_reward_ma:12682.26 loss:-0.02416 fps:1821 +frame:7.20e+06 wall_t:3953 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.387 +2026-01-07 12:14:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11938.00 total_reward_ma:12676.02 loss:-0.02465 fps:1822 +frame:7.21e+06 wall_t:3957 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.396 +2026-01-07 12:14:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11920.00 total_reward_ma:12668.38 loss:-0.0212 fps:1822 +frame:7.22e+06 wall_t:3962 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 12:14:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11808.00 total_reward_ma:12659.54 loss:-0.02072 fps:1823 +frame:7.23e+06 wall_t:3967 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.258 +2026-01-07 12:14:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11896.00 total_reward_ma:12651.04 loss:-0.02188 fps:1823 +frame:7.24e+06 wall_t:3972 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 12:14:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11978.00 total_reward_ma:12643.46 loss:-0.02075 fps:1823 +frame:7.25e+06 wall_t:3977 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.328 +2026-01-07 12:15:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:11910.00 total_reward_ma:12635.64 loss:-0.02135 fps:1823 +frame:7.26e+06 wall_t:3982 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 12:15:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12022.00 total_reward_ma:12627.98 loss:-0.02191 fps:1823 +frame:7.27e+06 wall_t:3987 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 12:15:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12004.00 total_reward_ma:12618.96 loss:-0.02084 fps:1824 +frame:7.28e+06 wall_t:3991 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.237 +2026-01-07 12:15:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12018.00 total_reward_ma:12610.06 loss:-0.0228 fps:1824 +frame:7.29e+06 wall_t:3996 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 12:15:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12046.00 total_reward_ma:12600.90 loss:-0.02003 fps:1825 +frame:7.30e+06 wall_t:4001 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 12:15:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12030.00 total_reward_ma:12591.96 loss:-0.02042 fps:1825 +frame:7.31e+06 wall_t:4006 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 12:15:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12180.00 total_reward_ma:12584.52 loss:-0.02061 fps:1825 +frame:7.32e+06 wall_t:4010 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 12:15:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12340.00 total_reward_ma:12578.92 loss:-0.01998 fps:1826 +frame:7.33e+06 wall_t:4015 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 12:15:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12308.00 total_reward_ma:12573.32 loss:-0.0215 fps:1826 +frame:7.34e+06 wall_t:4020 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.287 +2026-01-07 12:15:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12386.00 total_reward_ma:12568.68 loss:-0.02159 fps:1826 +frame:7.35e+06 wall_t:4025 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.275 +2026-01-07 12:15:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12314.00 total_reward_ma:12561.60 loss:-0.02398 fps:1827 +frame:7.36e+06 wall_t:4029 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.33 +2026-01-07 12:15:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12356.00 total_reward_ma:12554.44 loss:-0.02283 fps:1827 +frame:7.37e+06 wall_t:4034 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 12:16:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12460.00 total_reward_ma:12548.66 loss:-0.01764 fps:1827 +frame:7.38e+06 wall_t:4039 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 12:16:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12606.00 total_reward_ma:12544.34 loss:-0.0207 fps:1828 +frame:7.39e+06 wall_t:4043 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 12:16:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12680.00 total_reward_ma:12540.48 loss:-0.02279 fps:1828 +frame:7.40e+06 wall_t:4048 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.435 +2026-01-07 12:16:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12592.00 total_reward_ma:12536.74 loss:-0.02308 fps:1828 +frame:7.41e+06 wall_t:4054 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 12:16:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12678.00 total_reward_ma:12532.92 loss:-0.02299 fps:1828 +frame:7.42e+06 wall_t:4059 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.32 +2026-01-07 12:16:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12696.00 total_reward_ma:12529.54 loss:-0.02338 fps:1829 +frame:7.43e+06 wall_t:4063 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 12:16:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12714.00 total_reward_ma:12527.12 loss:-0.02087 fps:1829 +frame:7.44e+06 wall_t:4068 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 12:16:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12848.00 total_reward_ma:12525.86 loss:-0.01932 fps:1829 +frame:7.45e+06 wall_t:4073 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.279 +2026-01-07 12:16:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12848.00 total_reward_ma:12525.42 loss:-0.02324 fps:1829 +frame:7.46e+06 wall_t:4078 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.335 +2026-01-07 12:16:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12826.00 total_reward_ma:12525.28 loss:-0.02108 fps:1830 +frame:7.47e+06 wall_t:4083 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.367 +2026-01-07 12:16:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12844.00 total_reward_ma:12524.78 loss:-0.02335 fps:1830 +frame:7.48e+06 wall_t:4087 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.336 +2026-01-07 12:16:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12844.00 total_reward_ma:12524.38 loss:-0.02227 fps:1830 +frame:7.49e+06 wall_t:4092 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 12:17:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12844.00 total_reward_ma:12523.64 loss:-0.02095 fps:1831 +frame:7.50e+06 wall_t:4097 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 12:17:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12998.00 total_reward_ma:12523.78 loss:-0.02351 fps:1831 +frame:7.51e+06 wall_t:4101 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.329 +2026-01-07 12:17:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12998.00 total_reward_ma:12523.60 loss:-0.01854 fps:1831 +frame:7.52e+06 wall_t:4106 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.26 +2026-01-07 12:17:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:12998.00 total_reward_ma:12524.20 loss:-0.02181 fps:1832 +frame:7.53e+06 wall_t:4111 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:17:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13070.00 total_reward_ma:12525.60 loss:-0.02133 fps:1831 +frame:7.54e+06 wall_t:4117 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.343 +2026-01-07 12:17:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13084.00 total_reward_ma:12527.08 loss:-0.0206 fps:1832 +frame:7.55e+06 wall_t:4122 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 12:17:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13066.00 total_reward_ma:12528.56 loss:-0.02232 fps:1832 +frame:7.56e+06 wall_t:4127 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.303 +2026-01-07 12:17:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13150.00 total_reward_ma:12530.94 loss:-0.02032 fps:1832 +frame:7.57e+06 wall_t:4132 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 12:17:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13388.00 total_reward_ma:12535.94 loss:-0.02313 fps:1833 +frame:7.58e+06 wall_t:4136 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 12:17:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13388.00 total_reward_ma:12542.52 loss:-0.01905 fps:1833 +frame:7.59e+06 wall_t:4141 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 12:17:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13504.00 total_reward_ma:12549.80 loss:-0.02253 fps:1834 +frame:7.60e+06 wall_t:4145 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 12:17:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13526.00 total_reward_ma:12557.60 loss:-0.02161 fps:1834 +frame:7.61e+06 wall_t:4150 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 12:17:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13540.00 total_reward_ma:12565.22 loss:-0.02039 fps:1834 +frame:7.62e+06 wall_t:4155 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.338 +2026-01-07 12:18:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13560.00 total_reward_ma:12573.08 loss:-0.0207 fps:1835 +frame:7.63e+06 wall_t:4159 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 12:18:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13610.00 total_reward_ma:12581.10 loss:-0.02268 fps:1835 +frame:7.64e+06 wall_t:4164 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 12:18:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13572.00 total_reward_ma:12588.38 loss:-0.02162 fps:1835 +frame:7.65e+06 wall_t:4169 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.377 +2026-01-07 12:18:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13548.00 total_reward_ma:12595.42 loss:-0.02237 fps:1835 +frame:7.66e+06 wall_t:4174 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.312 +2026-01-07 12:18:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13574.00 total_reward_ma:12602.76 loss:-0.0216 fps:1835 +frame:7.67e+06 wall_t:4179 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 12:18:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13626.00 total_reward_ma:12610.04 loss:-0.02145 fps:1836 +frame:7.68e+06 wall_t:4184 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 12:18:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13626.00 total_reward_ma:12617.66 loss:-0.01991 fps:1836 +frame:7.69e+06 wall_t:4188 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 12:18:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13658.00 total_reward_ma:12625.00 loss:-0.02057 fps:1836 +frame:7.70e+06 wall_t:4193 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 12:18:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13648.00 total_reward_ma:12632.78 loss:-0.02157 fps:1836 +frame:7.71e+06 wall_t:4199 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:18:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13706.00 total_reward_ma:12641.90 loss:-0.02076 fps:1836 +frame:7.72e+06 wall_t:4204 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:18:51 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13684.00 total_reward_ma:12650.90 loss:-0.02063 fps:1837 +frame:7.73e+06 wall_t:4209 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 12:18:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13680.00 total_reward_ma:12660.90 loss:-0.01938 fps:1837 +frame:7.74e+06 wall_t:4214 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 12:19:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13678.00 total_reward_ma:12671.58 loss:-0.01847 fps:1837 +frame:7.75e+06 wall_t:4219 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.255 +2026-01-07 12:19:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13664.00 total_reward_ma:12681.38 loss:-0.01737 fps:1837 +frame:7.76e+06 wall_t:4224 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 12:19:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13642.00 total_reward_ma:12690.62 loss:-0.02048 fps:1838 +frame:7.77e+06 wall_t:4228 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 12:19:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13656.00 total_reward_ma:12700.30 loss:-0.01588 fps:1838 +frame:7.78e+06 wall_t:4233 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 12:19:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13644.00 total_reward_ma:12709.94 loss:-0.01943 fps:1839 +frame:7.79e+06 wall_t:4237 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 12:19:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13652.00 total_reward_ma:12719.12 loss:-0.01984 fps:1839 +frame:7.80e+06 wall_t:4242 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 12:19:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13636.00 total_reward_ma:12727.50 loss:-0.02218 fps:1839 +frame:7.81e+06 wall_t:4248 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.333 +2026-01-07 12:19:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13650.00 total_reward_ma:12735.28 loss:-0.02261 fps:1839 +frame:7.82e+06 wall_t:4253 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 12:19:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13644.00 total_reward_ma:12743.34 loss:-0.02076 fps:1839 +frame:7.83e+06 wall_t:4258 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 12:19:46 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13650.00 total_reward_ma:12751.48 loss:-0.01764 fps:1839 +frame:7.84e+06 wall_t:4263 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 12:19:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13652.00 total_reward_ma:12760.14 loss:-0.02073 fps:1839 +frame:7.85e+06 wall_t:4268 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:19:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13570.00 total_reward_ma:12767.94 loss:-0.02242 fps:1840 +frame:7.86e+06 wall_t:4272 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 12:20:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13570.00 total_reward_ma:12775.72 loss:-0.02102 fps:1840 +frame:7.87e+06 wall_t:4277 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:20:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13534.00 total_reward_ma:12782.62 loss:-0.02194 fps:1840 +frame:7.88e+06 wall_t:4282 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 12:20:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13510.00 total_reward_ma:12789.72 loss:-0.02095 fps:1840 +frame:7.89e+06 wall_t:4287 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 12:20:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13474.00 total_reward_ma:12797.44 loss:-0.02342 fps:1841 +frame:7.90e+06 wall_t:4292 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 12:20:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13504.00 total_reward_ma:12806.26 loss:-0.01992 fps:1841 +frame:7.91e+06 wall_t:4297 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 12:20:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13504.00 total_reward_ma:12815.08 loss:-0.02196 fps:1841 +frame:7.92e+06 wall_t:4302 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 12:20:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13458.00 total_reward_ma:12822.70 loss:-0.02045 fps:1841 +frame:7.93e+06 wall_t:4308 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:20:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13438.00 total_reward_ma:12830.02 loss:-0.01586 fps:1841 +frame:7.94e+06 wall_t:4312 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.268 +2026-01-07 12:20:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13394.00 total_reward_ma:12836.84 loss:-0.02148 fps:1842 +frame:7.95e+06 wall_t:4317 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 12:20:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13330.00 total_reward_ma:12843.52 loss:-0.01855 fps:1842 +frame:7.96e+06 wall_t:4322 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.37 +2026-01-07 12:20:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13354.00 total_reward_ma:12850.24 loss:-0.02135 fps:1842 +frame:7.97e+06 wall_t:4327 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 12:20:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13350.00 total_reward_ma:12859.34 loss:-0.02015 fps:1842 +frame:7.98e+06 wall_t:4332 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 12:20:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13416.00 total_reward_ma:12870.62 loss:-0.02003 fps:1842 +frame:7.99e+06 wall_t:4337 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 12:21:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13382.00 total_reward_ma:12881.36 loss:-0.01921 fps:1842 +frame:8.00e+06 wall_t:4342 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 12:21:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13374.00 total_reward_ma:12892.56 loss:-0.02146 fps:1843 +frame:8.01e+06 wall_t:4347 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 12:21:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13402.00 total_reward_ma:12904.06 loss:-0.02074 fps:1843 +frame:8.02e+06 wall_t:4351 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 12:21:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13452.00 total_reward_ma:12916.46 loss:-0.02041 fps:1843 +frame:8.03e+06 wall_t:4356 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 12:21:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13448.00 total_reward_ma:12928.76 loss:-0.02017 fps:1844 +frame:8.04e+06 wall_t:4361 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 12:21:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13472.00 total_reward_ma:12942.80 loss:-0.02037 fps:1844 +frame:8.05e+06 wall_t:4366 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 12:21:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13472.00 total_reward_ma:12956.70 loss:-0.02255 fps:1844 +frame:8.06e+06 wall_t:4371 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 12:21:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13494.00 total_reward_ma:12971.42 loss:-0.0197 fps:1844 +frame:8.07e+06 wall_t:4376 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 12:21:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13482.00 total_reward_ma:12984.70 loss:-0.0202 fps:1844 +frame:8.08e+06 wall_t:4381 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.232 +2026-01-07 12:21:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13480.00 total_reward_ma:12997.92 loss:-0.01993 fps:1845 +frame:8.09e+06 wall_t:4385 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 12:21:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13576.00 total_reward_ma:13012.24 loss:-0.02083 fps:1845 +frame:8.10e+06 wall_t:4390 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 12:21:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13578.00 total_reward_ma:13027.34 loss:-0.02078 fps:1845 +frame:8.11e+06 wall_t:4395 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.341 +2026-01-07 12:22:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13584.00 total_reward_ma:13041.64 loss:-0.01993 fps:1845 +frame:8.12e+06 wall_t:4400 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 12:22:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13654.00 total_reward_ma:13056.48 loss:-0.02055 fps:1846 +frame:8.13e+06 wall_t:4405 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 12:22:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13732.00 total_reward_ma:13071.88 loss:-0.01934 fps:1846 +frame:8.14e+06 wall_t:4410 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 12:22:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13698.00 total_reward_ma:13087.92 loss:-0.01939 fps:1846 +frame:8.15e+06 wall_t:4415 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 12:22:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13712.00 total_reward_ma:13103.68 loss:-0.01851 fps:1846 +frame:8.16e+06 wall_t:4420 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 12:22:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13712.00 total_reward_ma:13118.98 loss:-0.01863 fps:1846 +frame:8.17e+06 wall_t:4425 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 12:22:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13712.00 total_reward_ma:13134.48 loss:-0.01848 fps:1847 +frame:8.18e+06 wall_t:4430 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 12:22:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13764.00 total_reward_ma:13150.16 loss:-0.01974 fps:1847 +frame:8.19e+06 wall_t:4435 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 12:22:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13818.00 total_reward_ma:13167.08 loss:-0.01948 fps:1847 +frame:8.20e+06 wall_t:4439 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 12:22:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13886.00 total_reward_ma:13186.56 loss:-0.0185 fps:1847 +frame:8.21e+06 wall_t:4445 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 12:22:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13884.00 total_reward_ma:13206.20 loss:-0.02062 fps:1847 +frame:8.22e+06 wall_t:4450 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.262 +2026-01-07 12:22:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13908.00 total_reward_ma:13227.20 loss:-0.01954 fps:1847 +frame:8.23e+06 wall_t:4455 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 12:23:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13918.00 total_reward_ma:13247.42 loss:-0.01811 fps:1848 +frame:8.24e+06 wall_t:4459 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 12:23:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13822.00 total_reward_ma:13265.86 loss:-0.02083 fps:1848 +frame:8.25e+06 wall_t:4465 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 12:23:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13846.00 total_reward_ma:13285.22 loss:-0.02088 fps:1848 +frame:8.26e+06 wall_t:4469 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 12:23:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13846.00 total_reward_ma:13303.46 loss:-0.02043 fps:1848 +frame:8.27e+06 wall_t:4474 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.324 +2026-01-07 12:23:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13818.00 total_reward_ma:13321.60 loss:-0.02024 fps:1849 +frame:8.28e+06 wall_t:4478 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.233 +2026-01-07 12:23:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13818.00 total_reward_ma:13339.60 loss:-0.02002 fps:1849 +frame:8.29e+06 wall_t:4483 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 12:23:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13812.00 total_reward_ma:13357.26 loss:-0.02034 fps:1849 +frame:8.30e+06 wall_t:4488 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 12:23:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13852.00 total_reward_ma:13375.48 loss:-0.0195 fps:1850 +frame:8.31e+06 wall_t:4493 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 12:23:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13874.00 total_reward_ma:13392.42 loss:-0.0212 fps:1850 +frame:8.32e+06 wall_t:4498 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.283 +2026-01-07 12:23:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13910.00 total_reward_ma:13408.12 loss:-0.01942 fps:1850 +frame:8.33e+06 wall_t:4503 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 12:23:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14010.00 total_reward_ma:13425.14 loss:-0.01999 fps:1850 +frame:8.34e+06 wall_t:4508 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 12:23:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14010.00 total_reward_ma:13441.38 loss:-0.01891 fps:1850 +frame:8.35e+06 wall_t:4513 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 12:24:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14006.00 total_reward_ma:13458.30 loss:-0.0189 fps:1850 +frame:8.36e+06 wall_t:4518 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 12:24:05 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13962.00 total_reward_ma:13474.36 loss:-0.01991 fps:1851 +frame:8.37e+06 wall_t:4523 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 12:24:10 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13972.00 total_reward_ma:13489.48 loss:-0.01984 fps:1851 +frame:8.38e+06 wall_t:4528 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:24:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13974.00 total_reward_ma:13503.16 loss:-0.01762 fps:1851 +frame:8.39e+06 wall_t:4532 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 12:24:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13990.00 total_reward_ma:13516.26 loss:-0.01898 fps:1851 +frame:8.40e+06 wall_t:4537 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 12:24:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13992.00 total_reward_ma:13530.26 loss:-0.01887 fps:1852 +frame:8.41e+06 wall_t:4542 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 12:24:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13990.00 total_reward_ma:13543.38 loss:-0.01906 fps:1852 +frame:8.42e+06 wall_t:4547 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:24:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13996.00 total_reward_ma:13556.38 loss:-0.0185 fps:1852 +frame:8.43e+06 wall_t:4552 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 12:24:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14000.00 total_reward_ma:13569.24 loss:-0.02037 fps:1852 +frame:8.44e+06 wall_t:4557 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 12:24:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14036.00 total_reward_ma:13581.12 loss:-0.01597 fps:1853 +frame:8.45e+06 wall_t:4561 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 12:24:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14012.00 total_reward_ma:13592.76 loss:-0.01957 fps:1853 +frame:8.46e+06 wall_t:4565 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 12:24:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14008.00 total_reward_ma:13604.58 loss:-0.01906 fps:1853 +frame:8.47e+06 wall_t:4570 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 12:24:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13950.00 total_reward_ma:13615.64 loss:-0.01931 fps:1854 +frame:8.48e+06 wall_t:4574 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.303 +2026-01-07 12:25:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13918.00 total_reward_ma:13626.38 loss:-0.02096 fps:1854 +frame:8.49e+06 wall_t:4579 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 12:25:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13916.00 total_reward_ma:13637.10 loss:-0.01848 fps:1854 +frame:8.50e+06 wall_t:4584 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 12:25:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13958.00 total_reward_ma:13646.70 loss:-0.01577 fps:1855 +frame:8.51e+06 wall_t:4588 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 12:25:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13952.00 total_reward_ma:13656.24 loss:-0.01709 fps:1855 +frame:8.52e+06 wall_t:4593 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 12:25:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13988.00 total_reward_ma:13666.14 loss:-0.01967 fps:1856 +frame:8.53e+06 wall_t:4597 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 12:25:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13958.00 total_reward_ma:13675.02 loss:-0.01964 fps:1856 +frame:8.54e+06 wall_t:4601 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 12:25:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13934.00 total_reward_ma:13683.52 loss:-0.02007 fps:1856 +frame:8.55e+06 wall_t:4606 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 12:25:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13942.00 total_reward_ma:13692.28 loss:-0.01863 fps:1856 +frame:8.56e+06 wall_t:4611 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 12:25:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13874.00 total_reward_ma:13699.52 loss:-0.01984 fps:1857 +frame:8.57e+06 wall_t:4616 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 12:25:43 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13846.00 total_reward_ma:13704.10 loss:-0.01937 fps:1857 +frame:8.58e+06 wall_t:4621 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 12:25:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13844.00 total_reward_ma:13708.66 loss:-0.0173 fps:1857 +frame:8.59e+06 wall_t:4626 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 12:25:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13762.00 total_reward_ma:13711.24 loss:-0.01806 fps:1857 +frame:8.60e+06 wall_t:4631 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 12:25:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13720.00 total_reward_ma:13713.18 loss:-0.0182 fps:1858 +frame:8.61e+06 wall_t:4635 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 12:26:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13770.00 total_reward_ma:13715.48 loss:-0.01804 fps:1858 +frame:8.62e+06 wall_t:4639 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 12:26:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13756.00 total_reward_ma:13717.44 loss:-0.01891 fps:1858 +frame:8.63e+06 wall_t:4644 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 12:26:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13752.00 total_reward_ma:13718.86 loss:-0.0187 fps:1859 +frame:8.64e+06 wall_t:4648 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 12:26:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13752.00 total_reward_ma:13720.66 loss:-0.01818 fps:1859 +frame:8.65e+06 wall_t:4653 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 12:26:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13810.00 total_reward_ma:13723.28 loss:-0.01837 fps:1859 +frame:8.66e+06 wall_t:4658 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 12:26:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13810.00 total_reward_ma:13725.64 loss:-0.01842 fps:1859 +frame:8.67e+06 wall_t:4663 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 12:26:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13866.00 total_reward_ma:13728.04 loss:-0.0181 fps:1860 +frame:8.68e+06 wall_t:4667 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 12:26:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13860.00 total_reward_ma:13730.38 loss:-0.01741 fps:1860 +frame:8.69e+06 wall_t:4672 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 12:26:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13770.00 total_reward_ma:13731.50 loss:-0.01749 fps:1860 +frame:8.70e+06 wall_t:4677 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 12:26:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13770.00 total_reward_ma:13732.72 loss:-0.01861 fps:1861 +frame:8.71e+06 wall_t:4681 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 12:26:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13708.00 total_reward_ma:13732.74 loss:-0.01896 fps:1861 +frame:8.72e+06 wall_t:4686 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 12:26:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13710.00 total_reward_ma:13733.00 loss:-0.01856 fps:1861 +frame:8.73e+06 wall_t:4691 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.277 +2026-01-07 12:26:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13700.00 total_reward_ma:13733.20 loss:-0.02067 fps:1862 +frame:8.74e+06 wall_t:4695 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 12:27:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13756.00 total_reward_ma:13733.98 loss:-0.01892 fps:1862 +frame:8.75e+06 wall_t:4700 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 12:27:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13750.00 total_reward_ma:13734.84 loss:-0.01723 fps:1862 +frame:8.76e+06 wall_t:4704 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 12:27:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13748.00 total_reward_ma:13735.90 loss:-0.0173 fps:1862 +frame:8.77e+06 wall_t:4709 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 12:27:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13736.00 total_reward_ma:13736.70 loss:-0.01827 fps:1863 +frame:8.78e+06 wall_t:4714 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 12:27:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13734.00 total_reward_ma:13737.60 loss:-0.01867 fps:1863 +frame:8.79e+06 wall_t:4719 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 12:27:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13652.00 total_reward_ma:13737.60 loss:-0.01785 fps:1863 +frame:8.80e+06 wall_t:4724 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 12:27:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13614.00 total_reward_ma:13737.38 loss:-0.01795 fps:1863 +frame:8.81e+06 wall_t:4728 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 12:27:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13610.00 total_reward_ma:13736.98 loss:-0.01853 fps:1864 +frame:8.82e+06 wall_t:4733 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 12:27:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13632.00 total_reward_ma:13736.86 loss:-0.0188 fps:1864 +frame:8.83e+06 wall_t:4738 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 12:27:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13596.00 total_reward_ma:13736.32 loss:-0.02005 fps:1864 +frame:8.84e+06 wall_t:4742 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.348 +2026-01-07 12:27:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13656.00 total_reward_ma:13736.36 loss:-0.0196 fps:1864 +frame:8.85e+06 wall_t:4747 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 12:27:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13650.00 total_reward_ma:13737.16 loss:-0.0183 fps:1864 +frame:8.86e+06 wall_t:4752 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 12:28:00 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13662.00 total_reward_ma:13738.08 loss:-0.01873 fps:1865 +frame:8.87e+06 wall_t:4757 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.306 +2026-01-07 12:28:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13666.00 total_reward_ma:13739.40 loss:-0.01959 fps:1865 +frame:8.88e+06 wall_t:4762 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 12:28:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13668.00 total_reward_ma:13740.98 loss:-0.01878 fps:1865 +frame:8.89e+06 wall_t:4766 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 12:28:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13704.00 total_reward_ma:13743.28 loss:-0.01967 fps:1865 +frame:8.90e+06 wall_t:4771 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 12:28:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13732.00 total_reward_ma:13745.56 loss:-0.01815 fps:1866 +frame:8.91e+06 wall_t:4776 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 12:28:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13752.00 total_reward_ma:13748.04 loss:-0.0199 fps:1866 +frame:8.92e+06 wall_t:4780 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 12:28:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13712.00 total_reward_ma:13750.58 loss:-0.01747 fps:1866 +frame:8.93e+06 wall_t:4785 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 12:28:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13726.00 total_reward_ma:13753.46 loss:-0.01761 fps:1867 +frame:8.94e+06 wall_t:4789 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:28:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13766.00 total_reward_ma:13757.18 loss:-0.01851 fps:1867 +frame:8.95e+06 wall_t:4794 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 12:28:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13766.00 total_reward_ma:13761.54 loss:-0.01793 fps:1867 +frame:8.96e+06 wall_t:4798 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 12:28:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13774.00 total_reward_ma:13765.74 loss:-0.01747 fps:1868 +frame:8.97e+06 wall_t:4803 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 12:28:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13730.00 total_reward_ma:13769.54 loss:-0.01751 fps:1868 +frame:8.98e+06 wall_t:4807 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 12:28:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13876.00 total_reward_ma:13774.14 loss:-0.01824 fps:1868 +frame:8.99e+06 wall_t:4812 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 12:28:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13938.00 total_reward_ma:13779.70 loss:-0.01664 fps:1868 +frame:9.00e+06 wall_t:4817 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 12:29:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13938.00 total_reward_ma:13785.34 loss:-0.01629 fps:1869 +frame:9.01e+06 wall_t:4821 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 12:29:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13940.00 total_reward_ma:13790.72 loss:-0.01745 fps:1869 +frame:9.02e+06 wall_t:4826 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 12:29:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13992.00 total_reward_ma:13796.12 loss:-0.01774 fps:1869 +frame:9.03e+06 wall_t:4831 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 12:29:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13986.00 total_reward_ma:13801.50 loss:-0.01731 fps:1870 +frame:9.04e+06 wall_t:4835 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 12:29:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13982.00 total_reward_ma:13806.60 loss:-0.0169 fps:1870 +frame:9.05e+06 wall_t:4839 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 12:29:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13988.00 total_reward_ma:13811.76 loss:-0.0169 fps:1870 +frame:9.06e+06 wall_t:4844 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 12:29:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13988.00 total_reward_ma:13816.70 loss:-0.01784 fps:1871 +frame:9.07e+06 wall_t:4848 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 12:29:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13946.00 total_reward_ma:13821.34 loss:-0.01713 fps:1871 +frame:9.08e+06 wall_t:4853 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 12:29:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13948.00 total_reward_ma:13826.02 loss:-0.01644 fps:1871 +frame:9.09e+06 wall_t:4858 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:29:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13976.00 total_reward_ma:13830.02 loss:-0.01639 fps:1872 +frame:9.10e+06 wall_t:4862 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 12:29:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13976.00 total_reward_ma:13834.00 loss:-0.01711 fps:1872 +frame:9.11e+06 wall_t:4867 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 12:29:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:13978.00 total_reward_ma:13837.94 loss:-0.01712 fps:1872 +frame:9.12e+06 wall_t:4872 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 12:29:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14012.00 total_reward_ma:13841.52 loss:-0.01731 fps:1872 +frame:9.13e+06 wall_t:4877 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 12:30:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14014.00 total_reward_ma:13844.34 loss:-0.01737 fps:1873 +frame:9.14e+06 wall_t:4881 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 12:30:09 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14018.00 total_reward_ma:13847.54 loss:-0.01709 fps:1873 +frame:9.15e+06 wall_t:4886 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 12:30:14 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14030.00 total_reward_ma:13850.72 loss:-0.01788 fps:1872 +frame:9.16e+06 wall_t:4892 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 12:30:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14034.00 total_reward_ma:13853.94 loss:-0.01659 fps:1873 +frame:9.17e+06 wall_t:4897 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 12:30:24 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14116.00 total_reward_ma:13857.98 loss:-0.01686 fps:1873 +frame:9.18e+06 wall_t:4902 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 12:30:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14154.00 total_reward_ma:13861.88 loss:-0.01706 fps:1873 +frame:9.19e+06 wall_t:4906 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 12:30:33 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14154.00 total_reward_ma:13865.24 loss:-0.01645 fps:1873 +frame:9.20e+06 wall_t:4911 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 12:30:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14156.00 total_reward_ma:13867.94 loss:-0.01541 fps:1874 +frame:9.21e+06 wall_t:4915 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 12:30:42 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14194.00 total_reward_ma:13871.04 loss:-0.01576 fps:1874 +frame:9.22e+06 wall_t:4920 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 12:30:47 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14196.00 total_reward_ma:13873.92 loss:-0.01574 fps:1874 +frame:9.23e+06 wall_t:4924 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 12:30:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14244.00 total_reward_ma:13877.18 loss:-0.01555 fps:1875 +frame:9.24e+06 wall_t:4929 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 12:30:56 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14230.00 total_reward_ma:13881.26 loss:-0.01633 fps:1875 +frame:9.25e+06 wall_t:4934 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 12:31:01 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14196.00 total_reward_ma:13884.76 loss:-0.0157 fps:1875 +frame:9.26e+06 wall_t:4939 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 12:31:06 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14194.00 total_reward_ma:13888.24 loss:-0.01547 fps:1875 +frame:9.27e+06 wall_t:4943 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 12:31:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14190.00 total_reward_ma:13891.96 loss:-0.01525 fps:1876 +frame:9.28e+06 wall_t:4948 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 12:31:15 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14196.00 total_reward_ma:13895.74 loss:-0.01478 fps:1876 +frame:9.29e+06 wall_t:4952 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 12:31:19 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14142.00 total_reward_ma:13899.04 loss:-0.01504 fps:1876 +frame:9.30e+06 wall_t:4957 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 12:31:23 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14186.00 total_reward_ma:13902.38 loss:-0.01547 fps:1877 +frame:9.31e+06 wall_t:4961 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 12:31:28 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14236.00 total_reward_ma:13906.00 loss:-0.01485 fps:1877 +frame:9.32e+06 wall_t:4965 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 12:31:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14198.00 total_reward_ma:13908.88 loss:-0.01593 fps:1877 +frame:9.33e+06 wall_t:4970 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 12:31:37 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14200.00 total_reward_ma:13910.78 loss:-0.01618 fps:1878 +frame:9.34e+06 wall_t:4974 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 12:31:41 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14172.00 total_reward_ma:13912.40 loss:-0.01586 fps:1878 +frame:9.35e+06 wall_t:4979 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 12:31:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14260.00 total_reward_ma:13914.94 loss:-0.01553 fps:1878 +frame:9.36e+06 wall_t:4983 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 12:31:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14260.00 total_reward_ma:13917.92 loss:-0.01577 fps:1879 +frame:9.37e+06 wall_t:4987 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 12:31:54 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14278.00 total_reward_ma:13920.98 loss:-0.01545 fps:1879 +frame:9.38e+06 wall_t:4992 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 12:31:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14276.00 total_reward_ma:13924.00 loss:-0.01478 fps:1880 +frame:9.39e+06 wall_t:4996 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 12:32:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14276.00 total_reward_ma:13926.86 loss:-0.01594 fps:1880 +frame:9.40e+06 wall_t:5000 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 12:32:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14292.00 total_reward_ma:13929.86 loss:-0.01532 fps:1880 +frame:9.41e+06 wall_t:5005 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 12:32:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14298.00 total_reward_ma:13932.94 loss:-0.0145 fps:1880 +frame:9.42e+06 wall_t:5010 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 12:32:18 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14282.00 total_reward_ma:13935.80 loss:-0.01614 fps:1880 +frame:9.43e+06 wall_t:5015 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 12:32:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14232.00 total_reward_ma:13938.12 loss:-0.01496 fps:1880 +frame:9.44e+06 wall_t:5020 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 12:32:27 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14200.00 total_reward_ma:13939.76 loss:-0.01483 fps:1881 +frame:9.45e+06 wall_t:5024 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 12:32:32 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14198.00 total_reward_ma:13941.62 loss:-0.01446 fps:1881 +frame:9.46e+06 wall_t:5029 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 12:32:36 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14290.00 total_reward_ma:13944.44 loss:-0.01655 fps:1881 +frame:9.47e+06 wall_t:5034 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 12:32:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14338.00 total_reward_ma:13948.32 loss:-0.0145 fps:1882 +frame:9.48e+06 wall_t:5038 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 12:32:45 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14390.00 total_reward_ma:13953.04 loss:-0.01344 fps:1882 +frame:9.49e+06 wall_t:5043 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 12:32:50 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14388.00 total_reward_ma:13957.76 loss:-0.0138 fps:1882 +frame:9.50e+06 wall_t:5048 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 12:32:55 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14382.00 total_reward_ma:13962.00 loss:-0.0138 fps:1882 +frame:9.51e+06 wall_t:5052 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 12:32:59 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14382.00 total_reward_ma:13966.30 loss:-0.01333 fps:1883 +frame:9.52e+06 wall_t:5057 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 12:33:04 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14386.00 total_reward_ma:13970.28 loss:-0.01427 fps:1883 +frame:9.53e+06 wall_t:5061 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 12:33:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14348.00 total_reward_ma:13974.18 loss:-0.01576 fps:1883 +frame:9.54e+06 wall_t:5066 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 12:33:13 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14346.00 total_reward_ma:13978.30 loss:-0.01415 fps:1884 +frame:9.55e+06 wall_t:5070 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 12:33:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14342.00 total_reward_ma:13982.30 loss:-0.01401 fps:1884 +frame:9.56e+06 wall_t:5075 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 12:33:22 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14292.00 total_reward_ma:13986.48 loss:-0.01342 fps:1884 +frame:9.57e+06 wall_t:5079 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 12:33:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14292.00 total_reward_ma:13990.94 loss:-0.01428 fps:1884 +frame:9.58e+06 wall_t:5084 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 12:33:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14296.00 total_reward_ma:13995.46 loss:-0.0138 fps:1885 +frame:9.59e+06 wall_t:5088 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 12:33:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14256.00 total_reward_ma:14000.40 loss:-0.01283 fps:1885 +frame:9.60e+06 wall_t:5092 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.9548 +2026-01-07 12:33:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14256.00 total_reward_ma:14005.76 loss:-0.0142 fps:1885 +frame:9.61e+06 wall_t:5097 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.127 +2026-01-07 12:33:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14218.00 total_reward_ma:14010.24 loss:-0.01354 fps:1886 +frame:9.62e+06 wall_t:5102 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.07 +2026-01-07 12:33:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14218.00 total_reward_ma:14014.86 loss:-0.01317 fps:1886 +frame:9.63e+06 wall_t:5106 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.067 +2026-01-07 12:33:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14218.00 total_reward_ma:14019.52 loss:-0.01312 fps:1886 +frame:9.64e+06 wall_t:5111 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.047 +2026-01-07 12:33:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14212.00 total_reward_ma:14024.12 loss:-0.0124 fps:1887 +frame:9.65e+06 wall_t:5115 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.021 +2026-01-07 12:34:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14218.00 total_reward_ma:14028.20 loss:-0.01321 fps:1887 +frame:9.66e+06 wall_t:5120 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1 +2026-01-07 12:34:08 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14216.00 total_reward_ma:14032.26 loss:-0.01163 fps:1887 +frame:9.67e+06 wall_t:5125 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.005 +2026-01-07 12:34:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14268.00 total_reward_ma:14036.28 loss:-0.01222 fps:1887 +frame:9.68e+06 wall_t:5130 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.061 +2026-01-07 12:34:17 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14278.00 total_reward_ma:14040.46 loss:-0.01386 fps:1887 +frame:9.69e+06 wall_t:5134 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.083 +2026-01-07 12:34:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14276.00 total_reward_ma:14045.52 loss:-0.01196 fps:1888 +frame:9.70e+06 wall_t:5139 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.109 +2026-01-07 12:34:26 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14276.00 total_reward_ma:14050.58 loss:-0.01201 fps:1888 +frame:9.71e+06 wall_t:5143 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.06 +2026-01-07 12:34:31 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14314.00 total_reward_ma:14056.64 loss:-0.01229 fps:1888 +frame:9.72e+06 wall_t:5148 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.9647 +2026-01-07 12:34:35 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14316.00 total_reward_ma:14062.70 loss:-0.01181 fps:1888 +frame:9.73e+06 wall_t:5153 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.124 +2026-01-07 12:34:40 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14322.00 total_reward_ma:14068.92 loss:-0.01264 fps:1888 +frame:9.74e+06 wall_t:5158 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.085 +2026-01-07 12:34:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14318.00 total_reward_ma:14074.54 loss:-0.01178 fps:1889 +frame:9.75e+06 wall_t:5162 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.046 +2026-01-07 12:34:49 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14314.00 total_reward_ma:14080.18 loss:-0.0122 fps:1889 +frame:9.76e+06 wall_t:5167 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.121 +2026-01-07 12:34:53 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14314.00 total_reward_ma:14085.84 loss:-0.01151 fps:1889 +frame:9.77e+06 wall_t:5171 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.153 +2026-01-07 12:34:58 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14318.00 total_reward_ma:14091.66 loss:-0.01233 fps:1889 +frame:9.78e+06 wall_t:5176 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.094 +2026-01-07 12:35:03 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14322.00 total_reward_ma:14097.54 loss:-0.01193 fps:1890 +frame:9.79e+06 wall_t:5180 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.069 +2026-01-07 12:35:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14282.00 total_reward_ma:14103.84 loss:-0.01134 fps:1890 +frame:9.80e+06 wall_t:5184 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.02 +2026-01-07 12:35:12 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14280.00 total_reward_ma:14110.50 loss:-0.01174 fps:1891 +frame:9.81e+06 wall_t:5189 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.114 +2026-01-07 12:35:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14306.00 total_reward_ma:14117.46 loss:-0.01168 fps:1891 +frame:9.82e+06 wall_t:5193 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.097 +2026-01-07 12:35:20 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14306.00 total_reward_ma:14124.20 loss:-0.0106 fps:1891 +frame:9.83e+06 wall_t:5198 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.9617 +2026-01-07 12:35:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14312.00 total_reward_ma:14131.36 loss:-0.01199 fps:1892 +frame:9.84e+06 wall_t:5202 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.211 +2026-01-07 12:35:29 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14312.00 total_reward_ma:14137.92 loss:-0.01181 fps:1892 +frame:9.85e+06 wall_t:5207 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.178 +2026-01-07 12:35:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14312.00 total_reward_ma:14144.54 loss:-0.01089 fps:1892 +frame:9.86e+06 wall_t:5211 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.059 +2026-01-07 12:35:39 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14306.00 total_reward_ma:14150.98 loss:-0.01145 fps:1892 +frame:9.87e+06 wall_t:5216 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.017 +2026-01-07 12:35:44 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14284.00 total_reward_ma:14157.16 loss:-0.01099 fps:1892 +frame:9.88e+06 wall_t:5221 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.089 +2026-01-07 12:35:48 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14288.00 total_reward_ma:14163.36 loss:-0.01122 fps:1892 +frame:9.89e+06 wall_t:5226 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.136 +2026-01-07 12:35:52 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14288.00 total_reward_ma:14169.20 loss:-0.01075 fps:1893 +frame:9.90e+06 wall_t:5230 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.087 +2026-01-07 12:35:57 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14254.00 total_reward_ma:14174.42 loss:-0.01025 fps:1893 +frame:9.91e+06 wall_t:5235 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.055 +2026-01-07 12:36:02 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14204.00 total_reward_ma:14178.94 loss:-0.01064 fps:1893 +frame:9.92e+06 wall_t:5239 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.008 +2026-01-07 12:36:07 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14242.00 total_reward_ma:14184.24 loss:-0.008126 fps:1894 +frame:9.93e+06 wall_t:5244 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.085 +2026-01-07 12:36:11 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14238.00 total_reward_ma:14189.36 loss:-0.01063 fps:1894 +frame:9.94e+06 wall_t:5249 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.116 +2026-01-07 12:36:16 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14194.00 total_reward_ma:14193.64 loss:-0.01001 fps:1894 +frame:9.95e+06 wall_t:5254 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.14 +2026-01-07 12:36:21 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14194.00 total_reward_ma:14197.92 loss:-0.009861 fps:1894 +frame:9.96e+06 wall_t:5258 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.094 +2026-01-07 12:36:25 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14268.00 total_reward_ma:14202.86 loss:-0.01052 fps:1894 +frame:9.97e+06 wall_t:5263 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.117 +2026-01-07 12:36:30 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14262.00 total_reward_ma:14208.18 loss:-0.009666 fps:1895 +frame:9.98e+06 wall_t:5267 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.131 +2026-01-07 12:36:34 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14266.00 total_reward_ma:14212.08 loss:-0.009372 fps:1895 +frame:9.99e+06 wall_t:5272 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.096 +2026-01-07 12:36:38 | INFO | PID:1854 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_kangaroo_t0_s1 [train] +total_reward:14260.00 total_reward_ma:14215.30 loss:-0.009152 fps:1895 +frame:1.00e+07 wall_t:5276 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.098 +2026-01-07 12:36:39 | INFO | PID:1854 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s2.log b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..595074701572d0e8118fcc7705bc0f7c555e6311 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 11:08:40 | INFO | PID:1855 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:08:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:37.50 total_reward_ma:37.50 loss:-0.03246 fps:714.3 +frame:1.00e+04 wall_t:14 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.855 +2026-01-07 11:09:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:55.00 total_reward_ma:46.25 loss:-0.02938 fps:1053 +frame:2.00e+04 wall_t:19 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.808 +2026-01-07 11:09:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:58.06 total_reward_ma:50.19 loss:-0.03183 fps:1200 +frame:3.00e+04 wall_t:25 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.802 +2026-01-07 11:09:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:62.07 total_reward_ma:53.16 loss:-0.02987 fps:1290 +frame:4.00e+04 wall_t:31 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.761 +2026-01-07 11:09:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:58.00 total_reward_ma:54.13 loss:-0.02852 fps:1351 +frame:5.00e+04 wall_t:37 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.733 +2026-01-07 11:09:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:50.00 total_reward_ma:53.44 loss:-0.03344 fps:1395 +frame:6.00e+04 wall_t:43 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.737 +2026-01-07 11:09:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:50.00 total_reward_ma:52.95 loss:-0.03006 fps:1429 +frame:7.00e+04 wall_t:49 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.7 +2026-01-07 11:09:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:38.00 total_reward_ma:51.08 loss:-0.02587 fps:1455 +frame:8.00e+04 wall_t:55 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.67 +2026-01-07 11:09:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:54.00 total_reward_ma:51.40 loss:-0.02879 fps:1500 +frame:9.00e+04 wall_t:60 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.624 +2026-01-07 11:09:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:52.00 total_reward_ma:51.46 loss:-0.02709 fps:1515 +frame:1.00e+05 wall_t:66 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.613 +2026-01-07 11:09:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:72.00 total_reward_ma:53.33 loss:-0.03094 fps:1549 +frame:1.10e+05 wall_t:71 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.7 +2026-01-07 11:09:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:72.00 total_reward_ma:54.89 loss:-0.02979 fps:1558 +frame:1.20e+05 wall_t:77 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.7 +2026-01-07 11:10:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:70.00 total_reward_ma:56.05 loss:-0.03058 fps:1585 +frame:1.30e+05 wall_t:82 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.708 +2026-01-07 11:10:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:74.00 total_reward_ma:57.33 loss:-0.03021 fps:1591 +frame:1.40e+05 wall_t:88 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.657 +2026-01-07 11:10:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:64.00 total_reward_ma:57.78 loss:-0.03145 fps:1596 +frame:1.50e+05 wall_t:94 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.657 +2026-01-07 11:10:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:72.00 total_reward_ma:58.66 loss:-0.03156 fps:1600 +frame:1.60e+05 wall_t:100 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.714 +2026-01-07 11:10:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:82.00 total_reward_ma:60.04 loss:-0.03279 fps:1604 +frame:1.70e+05 wall_t:106 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.672 +2026-01-07 11:10:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:84.00 total_reward_ma:61.37 loss:-0.0314 fps:1622 +frame:1.80e+05 wall_t:111 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.652 +2026-01-07 11:10:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:104.00 total_reward_ma:63.61 loss:-0.03109 fps:1638 +frame:1.90e+05 wall_t:116 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.683 +2026-01-07 11:10:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:126.00 total_reward_ma:66.73 loss:-0.02894 fps:1639 +frame:2.00e+05 wall_t:122 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.627 +2026-01-07 11:10:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:128.00 total_reward_ma:69.65 loss:-0.03015 fps:1641 +frame:2.10e+05 wall_t:128 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.65 +2026-01-07 11:10:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:136.00 total_reward_ma:72.67 loss:-0.03268 fps:1642 +frame:2.20e+05 wall_t:134 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.673 +2026-01-07 11:11:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:114.00 total_reward_ma:74.46 loss:-0.03591 fps:1655 +frame:2.30e+05 wall_t:139 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.656 +2026-01-07 11:11:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:124.00 total_reward_ma:76.53 loss:-0.03103 fps:1655 +frame:2.40e+05 wall_t:145 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.601 +2026-01-07 11:11:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:116.00 total_reward_ma:78.11 loss:-0.03387 fps:1656 +frame:2.50e+05 wall_t:151 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.659 +2026-01-07 11:11:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:104.00 total_reward_ma:79.10 loss:-0.03153 fps:1667 +frame:2.60e+05 wall_t:156 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.59 +2026-01-07 11:11:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:110.00 total_reward_ma:80.25 loss:-0.03134 fps:1667 +frame:2.70e+05 wall_t:162 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.561 +2026-01-07 11:11:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:116.00 total_reward_ma:81.52 loss:-0.03737 fps:1677 +frame:2.80e+05 wall_t:167 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.621 +2026-01-07 11:11:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:92.00 total_reward_ma:81.88 loss:-0.03101 fps:1676 +frame:2.90e+05 wall_t:173 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.612 +2026-01-07 11:11:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:88.00 total_reward_ma:82.09 loss:-0.03396 fps:1685 +frame:3.00e+05 wall_t:178 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.594 +2026-01-07 11:11:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:76.00 total_reward_ma:81.89 loss:-0.03254 fps:1685 +frame:3.10e+05 wall_t:184 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.646 +2026-01-07 11:11:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:82.00 total_reward_ma:81.89 loss:-0.03273 fps:1684 +frame:3.20e+05 wall_t:190 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.607 +2026-01-07 11:11:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:84.00 total_reward_ma:81.96 loss:-0.03308 fps:1692 +frame:3.30e+05 wall_t:195 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.593 +2026-01-07 11:12:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:90.00 total_reward_ma:82.20 loss:-0.0324 fps:1692 +frame:3.40e+05 wall_t:201 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.596 +2026-01-07 11:12:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:108.00 total_reward_ma:82.93 loss:-0.03099 fps:1699 +frame:3.50e+05 wall_t:206 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.585 +2026-01-07 11:12:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:110.00 total_reward_ma:83.68 loss:-0.03262 fps:1698 +frame:3.60e+05 wall_t:212 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.618 +2026-01-07 11:12:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:114.00 total_reward_ma:84.50 loss:-0.03272 fps:1705 +frame:3.70e+05 wall_t:217 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.659 +2026-01-07 11:12:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:126.00 total_reward_ma:85.60 loss:-0.03263 fps:1704 +frame:3.80e+05 wall_t:223 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.617 +2026-01-07 11:12:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:126.00 total_reward_ma:86.63 loss:-0.03374 fps:1711 +frame:3.90e+05 wall_t:228 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.651 +2026-01-07 11:12:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:116.00 total_reward_ma:87.37 loss:-0.03239 fps:1709 +frame:4.00e+05 wall_t:234 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.632 +2026-01-07 11:12:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:126.00 total_reward_ma:88.31 loss:-0.03285 fps:1715 +frame:4.10e+05 wall_t:239 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.659 +2026-01-07 11:12:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:130.00 total_reward_ma:89.30 loss:-0.03356 fps:1714 +frame:4.20e+05 wall_t:245 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.691 +2026-01-07 11:12:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:124.00 total_reward_ma:90.11 loss:-0.03524 fps:1713 +frame:4.30e+05 wall_t:251 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.66 +2026-01-07 11:12:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:124.00 total_reward_ma:90.88 loss:-0.03208 fps:1712 +frame:4.40e+05 wall_t:257 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.665 +2026-01-07 11:13:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:112.00 total_reward_ma:91.35 loss:-0.03275 fps:1711 +frame:4.50e+05 wall_t:263 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.633 +2026-01-07 11:13:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:104.00 total_reward_ma:91.62 loss:-0.03134 fps:1716 +frame:4.60e+05 wall_t:268 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.668 +2026-01-07 11:13:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:96.00 total_reward_ma:91.72 loss:-0.03075 fps:1715 +frame:4.70e+05 wall_t:274 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.653 +2026-01-07 11:13:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:104.00 total_reward_ma:91.97 loss:-0.03244 fps:1714 +frame:4.80e+05 wall_t:280 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.667 +2026-01-07 11:13:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:108.00 total_reward_ma:92.30 loss:-0.03108 fps:1713 +frame:4.90e+05 wall_t:286 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.638 +2026-01-07 11:13:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:126.00 total_reward_ma:92.97 loss:-0.03294 fps:1712 +frame:5.00e+05 wall_t:292 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.641 +2026-01-07 11:13:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:142.00 total_reward_ma:93.93 loss:-0.03398 fps:1711 +frame:5.10e+05 wall_t:298 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.622 +2026-01-07 11:13:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:164.00 total_reward_ma:95.28 loss:-0.03065 fps:1716 +frame:5.20e+05 wall_t:303 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.498 +2026-01-07 11:13:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:170.00 total_reward_ma:96.69 loss:-0.02965 fps:1721 +frame:5.30e+05 wall_t:308 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.487 +2026-01-07 11:13:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:182.00 total_reward_ma:98.27 loss:-0.03011 fps:1720 +frame:5.40e+05 wall_t:314 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.529 +2026-01-07 11:14:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:198.00 total_reward_ma:100.08 loss:-0.032 fps:1719 +frame:5.50e+05 wall_t:320 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.515 +2026-01-07 11:14:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:218.00 total_reward_ma:102.19 loss:-0.03045 fps:1718 +frame:5.60e+05 wall_t:326 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.449 +2026-01-07 11:14:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:226.00 total_reward_ma:104.36 loss:-0.03052 fps:1717 +frame:5.70e+05 wall_t:332 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.395 +2026-01-07 11:14:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:242.00 total_reward_ma:106.74 loss:-0.02941 fps:1721 +frame:5.80e+05 wall_t:337 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.444 +2026-01-07 11:14:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:234.00 total_reward_ma:108.89 loss:-0.03233 fps:1720 +frame:5.90e+05 wall_t:343 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.468 +2026-01-07 11:14:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:236.00 total_reward_ma:111.01 loss:-0.03078 fps:1724 +frame:6.00e+05 wall_t:348 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.414 +2026-01-07 11:14:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:226.00 total_reward_ma:112.90 loss:-0.03149 fps:1723 +frame:6.10e+05 wall_t:354 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.397 +2026-01-07 11:14:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:236.00 total_reward_ma:114.88 loss:-0.02768 fps:1722 +frame:6.20e+05 wall_t:360 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.389 +2026-01-07 11:14:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:240.00 total_reward_ma:116.87 loss:-0.02572 fps:1726 +frame:6.30e+05 wall_t:365 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.246 +2026-01-07 11:14:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:252.00 total_reward_ma:118.98 loss:-0.03297 fps:1725 +frame:6.40e+05 wall_t:371 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.551 +2026-01-07 11:15:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:246.00 total_reward_ma:120.93 loss:-0.02831 fps:1724 +frame:6.50e+05 wall_t:377 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.438 +2026-01-07 11:15:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:246.00 total_reward_ma:122.83 loss:-0.03396 fps:1723 +frame:6.60e+05 wall_t:383 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.429 +2026-01-07 11:15:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:262.00 total_reward_ma:124.90 loss:-0.03187 fps:1722 +frame:6.70e+05 wall_t:389 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.336 +2026-01-07 11:15:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:280.00 total_reward_ma:127.19 loss:-0.02941 fps:1726 +frame:6.80e+05 wall_t:394 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.27 +2026-01-07 11:15:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:304.00 total_reward_ma:129.75 loss:-0.02992 fps:1725 +frame:6.90e+05 wall_t:400 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.228 +2026-01-07 11:15:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:334.00 total_reward_ma:132.67 loss:-0.03178 fps:1728 +frame:7.00e+05 wall_t:405 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.343 +2026-01-07 11:15:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:338.00 total_reward_ma:135.56 loss:-0.02915 fps:1727 +frame:7.10e+05 wall_t:411 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.293 +2026-01-07 11:15:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:340.00 total_reward_ma:138.40 loss:-0.03157 fps:1722 +frame:7.20e+05 wall_t:418 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.34 +2026-01-07 11:15:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:318.00 total_reward_ma:140.86 loss:-0.03091 fps:1722 +frame:7.30e+05 wall_t:424 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.416 +2026-01-07 11:15:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:302.00 total_reward_ma:143.04 loss:-0.03253 fps:1721 +frame:7.40e+05 wall_t:430 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.453 +2026-01-07 11:15:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:314.00 total_reward_ma:145.32 loss:-0.03239 fps:1724 +frame:7.50e+05 wall_t:435 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.466 +2026-01-07 11:16:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:314.00 total_reward_ma:147.53 loss:-0.03345 fps:1723 +frame:7.60e+05 wall_t:441 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.368 +2026-01-07 11:16:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:328.00 total_reward_ma:149.88 loss:-0.03344 fps:1723 +frame:7.70e+05 wall_t:447 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.505 +2026-01-07 11:16:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:348.00 total_reward_ma:152.42 loss:-0.03175 fps:1722 +frame:7.80e+05 wall_t:453 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.388 +2026-01-07 11:16:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:356.00 total_reward_ma:155.00 loss:-0.03263 fps:1725 +frame:7.90e+05 wall_t:458 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.388 +2026-01-07 11:16:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:354.00 total_reward_ma:157.48 loss:-0.03144 fps:1724 +frame:8.00e+05 wall_t:464 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.402 +2026-01-07 11:16:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:362.00 total_reward_ma:160.01 loss:-0.03673 fps:1723 +frame:8.10e+05 wall_t:470 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.426 +2026-01-07 11:16:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:372.00 total_reward_ma:162.59 loss:-0.0316 fps:1723 +frame:8.20e+05 wall_t:476 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.399 +2026-01-07 11:16:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:358.00 total_reward_ma:164.95 loss:-0.03254 fps:1718 +frame:8.30e+05 wall_t:483 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.365 +2026-01-07 11:16:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:378.00 total_reward_ma:167.48 loss:-0.03173 fps:1721 +frame:8.40e+05 wall_t:488 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.46 +2026-01-07 11:16:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:386.00 total_reward_ma:170.05 loss:-0.03333 fps:1721 +frame:8.50e+05 wall_t:494 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.393 +2026-01-07 11:17:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:398.00 total_reward_ma:172.71 loss:-0.0316 fps:1723 +frame:8.60e+05 wall_t:499 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.466 +2026-01-07 11:17:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:388.00 total_reward_ma:175.18 loss:-0.03077 fps:1726 +frame:8.70e+05 wall_t:504 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.361 +2026-01-07 11:17:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:422.00 total_reward_ma:177.98 loss:-0.03195 fps:1725 +frame:8.80e+05 wall_t:510 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.367 +2026-01-07 11:17:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:432.00 total_reward_ma:180.84 loss:-0.03409 fps:1725 +frame:8.90e+05 wall_t:516 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.398 +2026-01-07 11:17:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:428.00 total_reward_ma:183.58 loss:-0.0344 fps:1724 +frame:9.00e+05 wall_t:522 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.332 +2026-01-07 11:17:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:430.00 total_reward_ma:186.29 loss:-0.03091 fps:1723 +frame:9.10e+05 wall_t:528 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.265 +2026-01-07 11:17:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:422.00 total_reward_ma:188.85 loss:-0.03318 fps:1723 +frame:9.20e+05 wall_t:534 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.376 +2026-01-07 11:17:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:366.00 total_reward_ma:190.76 loss:-0.032 fps:1725 +frame:9.30e+05 wall_t:539 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.389 +2026-01-07 11:17:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:340.00 total_reward_ma:192.35 loss:-0.03429 fps:1725 +frame:9.40e+05 wall_t:545 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.439 +2026-01-07 11:17:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:338.00 total_reward_ma:193.88 loss:-0.03456 fps:1724 +frame:9.50e+05 wall_t:551 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.363 +2026-01-07 11:17:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:344.00 total_reward_ma:195.44 loss:-0.03373 fps:1724 +frame:9.60e+05 wall_t:557 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.433 +2026-01-07 11:18:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:354.00 total_reward_ma:197.08 loss:-0.03316 fps:1723 +frame:9.70e+05 wall_t:563 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.371 +2026-01-07 11:18:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:394.00 total_reward_ma:199.09 loss:-0.03162 fps:1725 +frame:9.80e+05 wall_t:568 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.299 +2026-01-07 11:18:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:406.00 total_reward_ma:201.18 loss:-0.03304 fps:1722 +frame:9.90e+05 wall_t:575 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.436 +2026-01-07 11:18:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:410.00 total_reward_ma:203.27 loss:-0.0325 fps:1724 +frame:1.00e+06 wall_t:580 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.356 +2026-01-07 11:18:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:432.00 total_reward_ma:207.21 loss:-0.03131 fps:1724 +frame:1.01e+06 wall_t:586 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.37 +2026-01-07 11:18:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:438.00 total_reward_ma:211.04 loss:-0.03117 fps:1723 +frame:1.02e+06 wall_t:592 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.321 +2026-01-07 11:18:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:432.00 total_reward_ma:214.78 loss:-0.03383 fps:1725 +frame:1.03e+06 wall_t:597 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.302 +2026-01-07 11:18:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:458.00 total_reward_ma:218.74 loss:-0.03374 fps:1722 +frame:1.04e+06 wall_t:604 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.362 +2026-01-07 11:18:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:466.00 total_reward_ma:222.82 loss:-0.03424 fps:1721 +frame:1.05e+06 wall_t:610 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.294 +2026-01-07 11:18:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:460.00 total_reward_ma:226.92 loss:-0.03323 fps:1721 +frame:1.06e+06 wall_t:616 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.35 +2026-01-07 11:19:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:464.00 total_reward_ma:231.06 loss:-0.03594 fps:1720 +frame:1.07e+06 wall_t:622 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.449 +2026-01-07 11:19:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:476.00 total_reward_ma:235.44 loss:-0.03439 fps:1720 +frame:1.08e+06 wall_t:628 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.326 +2026-01-07 11:19:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:466.00 total_reward_ma:239.56 loss:-0.03526 fps:1719 +frame:1.09e+06 wall_t:634 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.44 +2026-01-07 11:19:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:458.00 total_reward_ma:243.62 loss:-0.03646 fps:1719 +frame:1.10e+06 wall_t:640 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.497 +2026-01-07 11:19:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:470.00 total_reward_ma:247.60 loss:-0.03102 fps:1721 +frame:1.11e+06 wall_t:645 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.413 +2026-01-07 11:19:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:470.00 total_reward_ma:251.58 loss:-0.03465 fps:1720 +frame:1.12e+06 wall_t:651 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.441 +2026-01-07 11:19:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:480.00 total_reward_ma:255.68 loss:-0.03215 fps:1720 +frame:1.13e+06 wall_t:657 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.287 +2026-01-07 11:19:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:490.00 total_reward_ma:259.84 loss:-0.03385 fps:1722 +frame:1.14e+06 wall_t:662 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.395 +2026-01-07 11:19:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:504.00 total_reward_ma:264.24 loss:-0.0336 fps:1722 +frame:1.15e+06 wall_t:668 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.392 +2026-01-07 11:19:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:508.00 total_reward_ma:268.60 loss:-0.03085 fps:1721 +frame:1.16e+06 wall_t:674 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.173 +2026-01-07 11:20:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:490.00 total_reward_ma:272.68 loss:-0.03148 fps:1723 +frame:1.17e+06 wall_t:679 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.43 +2026-01-07 11:20:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:472.00 total_reward_ma:276.56 loss:-0.03319 fps:1723 +frame:1.18e+06 wall_t:685 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.418 +2026-01-07 11:20:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:468.00 total_reward_ma:280.20 loss:-0.03314 fps:1722 +frame:1.19e+06 wall_t:691 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.352 +2026-01-07 11:20:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:476.00 total_reward_ma:283.70 loss:-0.03347 fps:1724 +frame:1.20e+06 wall_t:696 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.343 +2026-01-07 11:20:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:474.00 total_reward_ma:287.16 loss:-0.0345 fps:1724 +frame:1.21e+06 wall_t:702 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.409 +2026-01-07 11:20:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:474.00 total_reward_ma:290.54 loss:-0.0338 fps:1723 +frame:1.22e+06 wall_t:708 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.347 +2026-01-07 11:20:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:504.00 total_reward_ma:294.44 loss:-0.03287 fps:1723 +frame:1.23e+06 wall_t:714 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.47 +2026-01-07 11:20:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:506.00 total_reward_ma:298.26 loss:-0.03188 fps:1725 +frame:1.24e+06 wall_t:719 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.362 +2026-01-07 11:20:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:486.00 total_reward_ma:301.96 loss:-0.03683 fps:1724 +frame:1.25e+06 wall_t:725 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.372 +2026-01-07 11:20:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:480.00 total_reward_ma:305.72 loss:-0.03701 fps:1726 +frame:1.26e+06 wall_t:730 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.43 +2026-01-07 11:20:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:512.00 total_reward_ma:309.74 loss:-0.03335 fps:1726 +frame:1.27e+06 wall_t:736 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.377 +2026-01-07 11:21:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:494.00 total_reward_ma:313.52 loss:-0.03435 fps:1725 +frame:1.28e+06 wall_t:742 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.397 +2026-01-07 11:21:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:494.00 total_reward_ma:317.54 loss:-0.03363 fps:1725 +frame:1.29e+06 wall_t:748 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.343 +2026-01-07 11:21:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:528.00 total_reward_ma:321.94 loss:-0.03159 fps:1724 +frame:1.30e+06 wall_t:754 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.335 +2026-01-07 11:21:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:560.00 total_reward_ma:326.78 loss:-0.03303 fps:1724 +frame:1.31e+06 wall_t:760 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.391 +2026-01-07 11:21:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:528.00 total_reward_ma:331.24 loss:-0.03375 fps:1723 +frame:1.32e+06 wall_t:766 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.326 +2026-01-07 11:21:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:554.00 total_reward_ma:335.94 loss:-0.03118 fps:1723 +frame:1.33e+06 wall_t:772 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.308 +2026-01-07 11:21:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:340.72 loss:-0.03738 fps:1725 +frame:1.34e+06 wall_t:777 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.489 +2026-01-07 11:21:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:552.00 total_reward_ma:345.16 loss:-0.03005 fps:1724 +frame:1.35e+06 wall_t:783 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.243 +2026-01-07 11:21:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:574.00 total_reward_ma:349.80 loss:-0.03444 fps:1724 +frame:1.36e+06 wall_t:789 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.23 +2026-01-07 11:21:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:354.34 loss:-0.03125 fps:1725 +frame:1.37e+06 wall_t:794 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.171 +2026-01-07 11:22:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:560.00 total_reward_ma:358.68 loss:-0.03479 fps:1725 +frame:1.38e+06 wall_t:800 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.304 +2026-01-07 11:22:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:562.00 total_reward_ma:363.04 loss:-0.03417 fps:1727 +frame:1.39e+06 wall_t:805 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.337 +2026-01-07 11:22:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:576.00 total_reward_ma:367.64 loss:-0.02948 fps:1726 +frame:1.40e+06 wall_t:811 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.267 +2026-01-07 11:22:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:542.00 total_reward_ma:371.80 loss:-0.03003 fps:1726 +frame:1.41e+06 wall_t:817 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.279 +2026-01-07 11:22:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:562.00 total_reward_ma:376.12 loss:-0.03113 fps:1727 +frame:1.42e+06 wall_t:822 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.257 +2026-01-07 11:22:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:560.00 total_reward_ma:380.48 loss:-0.03276 fps:1727 +frame:1.43e+06 wall_t:828 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.313 +2026-01-07 11:22:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:558.00 total_reward_ma:384.82 loss:-0.03032 fps:1727 +frame:1.44e+06 wall_t:834 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.176 +2026-01-07 11:22:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:584.00 total_reward_ma:389.54 loss:-0.03001 fps:1728 +frame:1.45e+06 wall_t:839 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.194 +2026-01-07 11:22:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:600.00 total_reward_ma:394.50 loss:-0.03338 fps:1730 +frame:1.46e+06 wall_t:844 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.333 +2026-01-07 11:22:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:399.58 loss:-0.03068 fps:1729 +frame:1.47e+06 wall_t:850 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.237 +2026-01-07 11:22:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:598.00 total_reward_ma:404.52 loss:-0.03099 fps:1729 +frame:1.48e+06 wall_t:856 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.334 +2026-01-07 11:23:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:602.00 total_reward_ma:409.46 loss:-0.03485 fps:1731 +frame:1.49e+06 wall_t:861 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.296 +2026-01-07 11:23:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:413.88 loss:-0.02936 fps:1730 +frame:1.50e+06 wall_t:867 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.177 +2026-01-07 11:23:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:574.00 total_reward_ma:418.20 loss:-0.03019 fps:1730 +frame:1.51e+06 wall_t:873 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.224 +2026-01-07 11:23:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:422.24 loss:-0.03227 fps:1729 +frame:1.52e+06 wall_t:879 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.275 +2026-01-07 11:23:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:426.32 loss:-0.03158 fps:1731 +frame:1.53e+06 wall_t:884 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.236 +2026-01-07 11:23:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:600.00 total_reward_ma:430.50 loss:-0.03281 fps:1730 +frame:1.54e+06 wall_t:890 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.259 +2026-01-07 11:23:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:608.00 total_reward_ma:434.60 loss:-0.03347 fps:1730 +frame:1.55e+06 wall_t:896 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.296 +2026-01-07 11:23:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:438.20 loss:-0.03177 fps:1729 +frame:1.56e+06 wall_t:902 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.293 +2026-01-07 11:23:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:441.72 loss:-0.0346 fps:1729 +frame:1.57e+06 wall_t:908 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.347 +2026-01-07 11:23:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:444.98 loss:-0.03115 fps:1731 +frame:1.58e+06 wall_t:913 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.294 +2026-01-07 11:24:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:564.00 total_reward_ma:448.28 loss:-0.03497 fps:1730 +frame:1.59e+06 wall_t:919 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.322 +2026-01-07 11:24:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:580.00 total_reward_ma:451.72 loss:-0.03343 fps:1730 +frame:1.60e+06 wall_t:925 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.295 +2026-01-07 11:24:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:590.00 total_reward_ma:455.36 loss:-0.03346 fps:1731 +frame:1.61e+06 wall_t:930 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.311 +2026-01-07 11:24:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:459.04 loss:-0.03163 fps:1731 +frame:1.62e+06 wall_t:936 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.297 +2026-01-07 11:24:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:608.00 total_reward_ma:462.72 loss:-0.03425 fps:1732 +frame:1.63e+06 wall_t:941 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.204 +2026-01-07 11:24:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:582.00 total_reward_ma:466.02 loss:-0.03408 fps:1732 +frame:1.64e+06 wall_t:947 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.292 +2026-01-07 11:24:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:469.34 loss:-0.03323 fps:1733 +frame:1.65e+06 wall_t:952 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.261 +2026-01-07 11:24:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:574.00 total_reward_ma:472.62 loss:-0.03289 fps:1733 +frame:1.66e+06 wall_t:958 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.285 +2026-01-07 11:24:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:582.00 total_reward_ma:475.82 loss:-0.03602 fps:1732 +frame:1.67e+06 wall_t:964 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.359 +2026-01-07 11:24:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:576.00 total_reward_ma:478.78 loss:-0.03338 fps:1732 +frame:1.68e+06 wall_t:970 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.366 +2026-01-07 11:24:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:570.00 total_reward_ma:481.44 loss:-0.03355 fps:1733 +frame:1.69e+06 wall_t:975 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.256 +2026-01-07 11:25:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:483.88 loss:-0.03052 fps:1733 +frame:1.70e+06 wall_t:981 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.16 +2026-01-07 11:25:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:590.00 total_reward_ma:486.40 loss:-0.03086 fps:1734 +frame:1.71e+06 wall_t:986 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.199 +2026-01-07 11:25:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:574.00 total_reward_ma:488.74 loss:-0.02931 fps:1734 +frame:1.72e+06 wall_t:992 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.134 +2026-01-07 11:25:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:592.00 total_reward_ma:491.48 loss:-0.03369 fps:1733 +frame:1.73e+06 wall_t:998 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.237 +2026-01-07 11:25:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:600.00 total_reward_ma:494.46 loss:-0.02855 fps:1733 +frame:1.74e+06 wall_t:1004 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.097 +2026-01-07 11:25:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:596.00 total_reward_ma:497.28 loss:-0.0304 fps:1733 +frame:1.75e+06 wall_t:1010 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.111 +2026-01-07 11:25:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:500.18 loss:-0.03088 fps:1734 +frame:1.76e+06 wall_t:1015 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.132 +2026-01-07 11:25:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:606.00 total_reward_ma:502.96 loss:-0.0311 fps:1734 +frame:1.77e+06 wall_t:1021 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.17 +2026-01-07 11:25:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:616.00 total_reward_ma:505.64 loss:-0.03194 fps:1733 +frame:1.78e+06 wall_t:1027 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.309 +2026-01-07 11:25:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:508.12 loss:-0.03129 fps:1734 +frame:1.79e+06 wall_t:1032 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.227 +2026-01-07 11:26:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:606.00 total_reward_ma:510.64 loss:-0.03113 fps:1736 +frame:1.80e+06 wall_t:1037 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.233 +2026-01-07 11:26:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:576.00 total_reward_ma:512.78 loss:-0.03347 fps:1734 +frame:1.81e+06 wall_t:1044 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.152 +2026-01-07 11:26:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:590.00 total_reward_ma:514.96 loss:-0.03036 fps:1733 +frame:1.82e+06 wall_t:1050 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.147 +2026-01-07 11:26:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:606.00 total_reward_ma:517.44 loss:-0.02774 fps:1733 +frame:1.83e+06 wall_t:1056 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.22 +2026-01-07 11:26:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:614.00 total_reward_ma:519.80 loss:-0.03068 fps:1734 +frame:1.84e+06 wall_t:1061 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.208 +2026-01-07 11:26:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:521.98 loss:-0.03017 fps:1734 +frame:1.85e+06 wall_t:1067 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.263 +2026-01-07 11:26:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:612.00 total_reward_ma:524.12 loss:-0.02719 fps:1735 +frame:1.86e+06 wall_t:1072 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.069 +2026-01-07 11:26:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:616.00 total_reward_ma:526.40 loss:-0.02682 fps:1736 +frame:1.87e+06 wall_t:1077 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.107 +2026-01-07 11:26:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:588.00 total_reward_ma:528.06 loss:-0.03257 fps:1738 +frame:1.88e+06 wall_t:1082 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.262 +2026-01-07 11:26:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:584.00 total_reward_ma:529.58 loss:-0.02846 fps:1737 +frame:1.89e+06 wall_t:1088 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.147 +2026-01-07 11:26:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:588.00 total_reward_ma:531.18 loss:-0.03095 fps:1737 +frame:1.90e+06 wall_t:1094 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.14 +2026-01-07 11:27:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:594.00 total_reward_ma:532.82 loss:-0.02719 fps:1736 +frame:1.91e+06 wall_t:1100 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.147 +2026-01-07 11:27:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:594.00 total_reward_ma:534.54 loss:-0.02652 fps:1736 +frame:1.92e+06 wall_t:1106 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.112 +2026-01-07 11:27:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:612.00 total_reward_ma:537.00 loss:-0.02693 fps:1737 +frame:1.93e+06 wall_t:1111 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.201 +2026-01-07 11:27:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:610.00 total_reward_ma:539.70 loss:-0.027 fps:1737 +frame:1.94e+06 wall_t:1117 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.269 +2026-01-07 11:27:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:602.00 total_reward_ma:542.34 loss:-0.03015 fps:1736 +frame:1.95e+06 wall_t:1123 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.145 +2026-01-07 11:27:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:562.00 total_reward_ma:544.52 loss:-0.03052 fps:1736 +frame:1.96e+06 wall_t:1129 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.292 +2026-01-07 11:27:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:548.00 total_reward_ma:546.46 loss:-0.03059 fps:1737 +frame:1.97e+06 wall_t:1134 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.209 +2026-01-07 11:27:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:532.00 total_reward_ma:547.84 loss:-0.02941 fps:1738 +frame:1.98e+06 wall_t:1139 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.181 +2026-01-07 11:27:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:536.00 total_reward_ma:549.14 loss:-0.03224 fps:1738 +frame:1.99e+06 wall_t:1145 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.14 +2026-01-07 11:27:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:552.00 total_reward_ma:550.56 loss:-0.0315 fps:1738 +frame:2.00e+06 wall_t:1151 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.252 +2026-01-07 11:27:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:584.00 total_reward_ma:552.08 loss:-0.03041 fps:1737 +frame:2.01e+06 wall_t:1157 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.065 +2026-01-07 11:28:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:596.00 total_reward_ma:553.66 loss:-0.0317 fps:1737 +frame:2.02e+06 wall_t:1163 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.196 +2026-01-07 11:28:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:616.00 total_reward_ma:555.50 loss:-0.02888 fps:1738 +frame:2.03e+06 wall_t:1168 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.155 +2026-01-07 11:28:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:612.00 total_reward_ma:557.04 loss:-0.03215 fps:1738 +frame:2.04e+06 wall_t:1174 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.262 +2026-01-07 11:28:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:584.00 total_reward_ma:558.22 loss:-0.03014 fps:1739 +frame:2.05e+06 wall_t:1179 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.223 +2026-01-07 11:28:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:594.00 total_reward_ma:559.56 loss:-0.0327 fps:1737 +frame:2.06e+06 wall_t:1186 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.165 +2026-01-07 11:28:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:620.00 total_reward_ma:561.12 loss:-0.03213 fps:1737 +frame:2.07e+06 wall_t:1192 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.215 +2026-01-07 11:28:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:602.00 total_reward_ma:562.38 loss:-0.03206 fps:1736 +frame:2.08e+06 wall_t:1198 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.157 +2026-01-07 11:28:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:630.00 total_reward_ma:564.02 loss:-0.03052 fps:1737 +frame:2.09e+06 wall_t:1203 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.121 +2026-01-07 11:28:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:638.00 total_reward_ma:565.82 loss:-0.03108 fps:1736 +frame:2.10e+06 wall_t:1210 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.29 +2026-01-07 11:28:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:598.00 total_reward_ma:567.10 loss:-0.03163 fps:1735 +frame:2.11e+06 wall_t:1216 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.169 +2026-01-07 11:29:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:592.00 total_reward_ma:568.32 loss:-0.03184 fps:1735 +frame:2.12e+06 wall_t:1222 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.116 +2026-01-07 11:29:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:569.56 loss:-0.03055 fps:1736 +frame:2.13e+06 wall_t:1227 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.165 +2026-01-07 11:29:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:560.00 total_reward_ma:570.26 loss:-0.0315 fps:1737 +frame:2.14e+06 wall_t:1232 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.193 +2026-01-07 11:29:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:558.00 total_reward_ma:570.80 loss:-0.03496 fps:1735 +frame:2.15e+06 wall_t:1239 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.252 +2026-01-07 11:29:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:571.40 loss:-0.02981 fps:1736 +frame:2.16e+06 wall_t:1244 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.154 +2026-01-07 11:29:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:580.00 total_reward_ma:572.30 loss:-0.02915 fps:1736 +frame:2.17e+06 wall_t:1250 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.133 +2026-01-07 11:29:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:592.00 total_reward_ma:573.50 loss:-0.03294 fps:1736 +frame:2.18e+06 wall_t:1256 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.112 +2026-01-07 11:29:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:574.86 loss:-0.03197 fps:1735 +frame:2.19e+06 wall_t:1262 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.04 +2026-01-07 11:29:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:604.00 total_reward_ma:576.14 loss:-0.03201 fps:1735 +frame:2.20e+06 wall_t:1268 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.165 +2026-01-07 11:29:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:606.00 total_reward_ma:577.46 loss:-0.02938 fps:1735 +frame:2.21e+06 wall_t:1274 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.103 +2026-01-07 11:30:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:590.00 total_reward_ma:578.62 loss:-0.03063 fps:1736 +frame:2.22e+06 wall_t:1279 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.099 +2026-01-07 11:30:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:576.00 total_reward_ma:579.34 loss:-0.02771 fps:1735 +frame:2.23e+06 wall_t:1285 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.027 +2026-01-07 11:30:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:580.06 loss:-0.03246 fps:1735 +frame:2.24e+06 wall_t:1291 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.195 +2026-01-07 11:30:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:568.00 total_reward_ma:580.88 loss:-0.0335 fps:1735 +frame:2.25e+06 wall_t:1297 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.351 +2026-01-07 11:30:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:564.00 total_reward_ma:581.72 loss:-0.02989 fps:1734 +frame:2.26e+06 wall_t:1303 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.221 +2026-01-07 11:30:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:558.00 total_reward_ma:582.18 loss:-0.03165 fps:1734 +frame:2.27e+06 wall_t:1309 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.338 +2026-01-07 11:30:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:560.00 total_reward_ma:582.84 loss:-0.03084 fps:1735 +frame:2.28e+06 wall_t:1314 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.281 +2026-01-07 11:30:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:578.00 total_reward_ma:583.68 loss:-0.03197 fps:1735 +frame:2.29e+06 wall_t:1320 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.233 +2026-01-07 11:30:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:588.00 total_reward_ma:584.28 loss:-0.02953 fps:1736 +frame:2.30e+06 wall_t:1325 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.211 +2026-01-07 11:30:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:606.00 total_reward_ma:584.74 loss:-0.02862 fps:1737 +frame:2.31e+06 wall_t:1330 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.16 +2026-01-07 11:30:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:628.00 total_reward_ma:585.74 loss:-0.03089 fps:1737 +frame:2.32e+06 wall_t:1336 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.274 +2026-01-07 11:31:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:668.00 total_reward_ma:586.88 loss:-0.03114 fps:1736 +frame:2.33e+06 wall_t:1342 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.246 +2026-01-07 11:31:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:630.00 total_reward_ma:587.50 loss:-0.03336 fps:1737 +frame:2.34e+06 wall_t:1347 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.17 +2026-01-07 11:31:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:654.00 total_reward_ma:588.52 loss:-0.03279 fps:1737 +frame:2.35e+06 wall_t:1353 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.153 +2026-01-07 11:31:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:674.00 total_reward_ma:589.52 loss:-0.03169 fps:1737 +frame:2.36e+06 wall_t:1359 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.204 +2026-01-07 11:31:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:660.00 total_reward_ma:590.44 loss:-0.03046 fps:1738 +frame:2.37e+06 wall_t:1364 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.255 +2026-01-07 11:31:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:630.00 total_reward_ma:591.14 loss:-0.02988 fps:1737 +frame:2.38e+06 wall_t:1370 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:2.273 +2026-01-07 11:31:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:688.00 total_reward_ma:592.40 loss:-0.03001 fps:1738 +frame:2.39e+06 wall_t:1375 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.189 +2026-01-07 11:31:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:694.00 total_reward_ma:593.58 loss:-0.03122 fps:1738 +frame:2.40e+06 wall_t:1381 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:2.332 +2026-01-07 11:31:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:668.00 total_reward_ma:594.84 loss:-0.03278 fps:1739 +frame:2.41e+06 wall_t:1386 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.242 +2026-01-07 11:31:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:674.00 total_reward_ma:595.96 loss:-0.02818 fps:1739 +frame:2.42e+06 wall_t:1392 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.093 +2026-01-07 11:32:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:712.00 total_reward_ma:597.48 loss:-0.03027 fps:1738 +frame:2.43e+06 wall_t:1398 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:2.172 +2026-01-07 11:32:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:704.00 total_reward_ma:598.94 loss:-0.03031 fps:1738 +frame:2.44e+06 wall_t:1404 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.251 +2026-01-07 11:32:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:736.00 total_reward_ma:600.46 loss:-0.03044 fps:1738 +frame:2.45e+06 wall_t:1410 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:2.167 +2026-01-07 11:32:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:772.00 total_reward_ma:602.18 loss:-0.03222 fps:1737 +frame:2.46e+06 wall_t:1416 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.226 +2026-01-07 11:32:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:812.00 total_reward_ma:604.26 loss:-0.02853 fps:1737 +frame:2.47e+06 wall_t:1422 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:2.118 +2026-01-07 11:32:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:820.00 total_reward_ma:606.48 loss:-0.0316 fps:1737 +frame:2.48e+06 wall_t:1428 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.194 +2026-01-07 11:32:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:850.00 total_reward_ma:608.96 loss:-0.02976 fps:1738 +frame:2.49e+06 wall_t:1433 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.246 +2026-01-07 11:32:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:870.00 total_reward_ma:611.98 loss:-0.02939 fps:1737 +frame:2.50e+06 wall_t:1439 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:2.127 +2026-01-07 11:32:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:868.00 total_reward_ma:614.92 loss:-0.02842 fps:1737 +frame:2.51e+06 wall_t:1445 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.135 +2026-01-07 11:32:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:900.00 total_reward_ma:618.24 loss:-0.02919 fps:1737 +frame:2.52e+06 wall_t:1451 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:2.078 +2026-01-07 11:32:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:922.00 total_reward_ma:621.68 loss:-0.02871 fps:1736 +frame:2.53e+06 wall_t:1457 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:2.082 +2026-01-07 11:33:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:888.00 total_reward_ma:624.56 loss:-0.03092 fps:1736 +frame:2.54e+06 wall_t:1463 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.234 +2026-01-07 11:33:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:922.00 total_reward_ma:627.70 loss:-0.02906 fps:1736 +frame:2.55e+06 wall_t:1469 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:2.17 +2026-01-07 11:33:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:910.00 total_reward_ma:631.02 loss:-0.02724 fps:1737 +frame:2.56e+06 wall_t:1474 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:2.115 +2026-01-07 11:33:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:850.00 total_reward_ma:633.74 loss:-0.02972 fps:1736 +frame:2.57e+06 wall_t:1480 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.235 +2026-01-07 11:33:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:830.00 total_reward_ma:636.36 loss:-0.03179 fps:1737 +frame:2.58e+06 wall_t:1485 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:2.379 +2026-01-07 11:33:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:856.00 total_reward_ma:639.28 loss:-0.03088 fps:1737 +frame:2.59e+06 wall_t:1491 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:2.282 +2026-01-07 11:33:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:816.00 total_reward_ma:641.64 loss:-0.03012 fps:1738 +frame:2.60e+06 wall_t:1496 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.185 +2026-01-07 11:33:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:808.00 total_reward_ma:643.82 loss:-0.02975 fps:1738 +frame:2.61e+06 wall_t:1502 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:2.24 +2026-01-07 11:33:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:858.00 total_reward_ma:646.36 loss:-0.02858 fps:1737 +frame:2.62e+06 wall_t:1508 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:2.14 +2026-01-07 11:33:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:894.00 total_reward_ma:649.22 loss:-0.03164 fps:1737 +frame:2.63e+06 wall_t:1514 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:2.121 +2026-01-07 11:34:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:900.00 total_reward_ma:652.40 loss:-0.03079 fps:1738 +frame:2.64e+06 wall_t:1519 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:2.2 +2026-01-07 11:34:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:942.00 total_reward_ma:656.04 loss:-0.02845 fps:1739 +frame:2.65e+06 wall_t:1524 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:2.007 +2026-01-07 11:34:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1016.00 total_reward_ma:660.46 loss:-0.03111 fps:1739 +frame:2.66e+06 wall_t:1530 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:2.032 +2026-01-07 11:34:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1024.00 total_reward_ma:664.88 loss:-0.02835 fps:1738 +frame:2.67e+06 wall_t:1536 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:2.112 +2026-01-07 11:34:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1028.00 total_reward_ma:669.40 loss:-0.03277 fps:1739 +frame:2.68e+06 wall_t:1541 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.959 +2026-01-07 11:34:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1038.00 total_reward_ma:674.08 loss:-0.02838 fps:1739 +frame:2.69e+06 wall_t:1547 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.107 +2026-01-07 11:34:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1046.00 total_reward_ma:678.76 loss:-0.02656 fps:1739 +frame:2.70e+06 wall_t:1553 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:2.051 +2026-01-07 11:34:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1070.00 total_reward_ma:683.56 loss:-0.02894 fps:1738 +frame:2.71e+06 wall_t:1559 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:2.022 +2026-01-07 11:34:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1056.00 total_reward_ma:688.38 loss:-0.03012 fps:1738 +frame:2.72e+06 wall_t:1565 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:2.059 +2026-01-07 11:34:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1102.00 total_reward_ma:693.48 loss:-0.02991 fps:1738 +frame:2.73e+06 wall_t:1571 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:2.114 +2026-01-07 11:34:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1140.00 total_reward_ma:698.88 loss:-0.02807 fps:1739 +frame:2.74e+06 wall_t:1576 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.971 +2026-01-07 11:35:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1202.00 total_reward_ma:704.94 loss:-0.02552 fps:1739 +frame:2.75e+06 wall_t:1581 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:2.007 +2026-01-07 11:35:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1220.00 total_reward_ma:711.10 loss:-0.02536 fps:1739 +frame:2.76e+06 wall_t:1587 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:2.034 +2026-01-07 11:35:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1248.00 total_reward_ma:717.52 loss:-0.02797 fps:1739 +frame:2.77e+06 wall_t:1593 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.954 +2026-01-07 11:35:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1274.00 total_reward_ma:724.10 loss:-0.03029 fps:1739 +frame:2.78e+06 wall_t:1599 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:2.089 +2026-01-07 11:35:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1292.00 total_reward_ma:730.98 loss:-0.02921 fps:1739 +frame:2.79e+06 wall_t:1604 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:2.095 +2026-01-07 11:35:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1274.00 total_reward_ma:737.66 loss:-0.02922 fps:1739 +frame:2.80e+06 wall_t:1610 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:2.047 +2026-01-07 11:35:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1292.00 total_reward_ma:744.82 loss:-0.02595 fps:1739 +frame:2.81e+06 wall_t:1616 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:2.078 +2026-01-07 11:35:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1324.00 total_reward_ma:752.16 loss:-0.03326 fps:1740 +frame:2.82e+06 wall_t:1621 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:2.162 +2026-01-07 11:35:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1306.00 total_reward_ma:759.16 loss:-0.02558 fps:1739 +frame:2.83e+06 wall_t:1627 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:2.173 +2026-01-07 11:35:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1306.00 total_reward_ma:766.08 loss:-0.02856 fps:1740 +frame:2.84e+06 wall_t:1632 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:2.103 +2026-01-07 11:36:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1286.00 total_reward_ma:772.90 loss:-0.02728 fps:1740 +frame:2.85e+06 wall_t:1638 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:2.05 +2026-01-07 11:36:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1292.00 total_reward_ma:779.70 loss:-0.02961 fps:1741 +frame:2.86e+06 wall_t:1643 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:2.039 +2026-01-07 11:36:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1228.00 total_reward_ma:785.82 loss:-0.02902 fps:1740 +frame:2.87e+06 wall_t:1649 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:2.104 +2026-01-07 11:36:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1226.00 total_reward_ma:792.20 loss:-0.02888 fps:1741 +frame:2.88e+06 wall_t:1654 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:2.133 +2026-01-07 11:36:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1234.00 total_reward_ma:798.70 loss:-0.02943 fps:1741 +frame:2.89e+06 wall_t:1660 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.085 +2026-01-07 11:36:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1246.00 total_reward_ma:805.28 loss:-0.02972 fps:1742 +frame:2.90e+06 wall_t:1665 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.092 +2026-01-07 11:36:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1284.00 total_reward_ma:812.18 loss:-0.02486 fps:1741 +frame:2.91e+06 wall_t:1671 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:2.028 +2026-01-07 11:36:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1300.00 total_reward_ma:819.24 loss:-0.03013 fps:1742 +frame:2.92e+06 wall_t:1676 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:2.016 +2026-01-07 11:36:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1330.00 total_reward_ma:826.42 loss:-0.02766 fps:1742 +frame:2.93e+06 wall_t:1682 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.972 +2026-01-07 11:36:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1372.00 total_reward_ma:834.04 loss:-0.02627 fps:1743 +frame:2.94e+06 wall_t:1687 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.908 +2026-01-07 11:36:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1384.00 total_reward_ma:841.86 loss:-0.0296 fps:1742 +frame:2.95e+06 wall_t:1693 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.915 +2026-01-07 11:37:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1422.00 total_reward_ma:850.46 loss:-0.02996 fps:1742 +frame:2.96e+06 wall_t:1699 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.964 +2026-01-07 11:37:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1414.00 total_reward_ma:859.12 loss:-0.02861 fps:1743 +frame:2.97e+06 wall_t:1704 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.922 +2026-01-07 11:37:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1422.00 total_reward_ma:868.02 loss:-0.02929 fps:1743 +frame:2.98e+06 wall_t:1710 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:2.093 +2026-01-07 11:37:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1444.00 total_reward_ma:877.10 loss:-0.02851 fps:1743 +frame:2.99e+06 wall_t:1715 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.969 +2026-01-07 11:37:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1472.00 total_reward_ma:886.30 loss:-0.02633 fps:1743 +frame:3.00e+06 wall_t:1721 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.851 +2026-01-07 11:37:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1438.00 total_reward_ma:894.84 loss:-0.02711 fps:1744 +frame:3.01e+06 wall_t:1726 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.924 +2026-01-07 11:37:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1430.00 total_reward_ma:903.18 loss:-0.02742 fps:1744 +frame:3.02e+06 wall_t:1732 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:2.004 +2026-01-07 11:37:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1440.00 total_reward_ma:911.42 loss:-0.02845 fps:1743 +frame:3.03e+06 wall_t:1738 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.929 +2026-01-07 11:37:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1418.00 total_reward_ma:919.48 loss:-0.03031 fps:1744 +frame:3.04e+06 wall_t:1743 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.991 +2026-01-07 11:37:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1438.00 total_reward_ma:928.02 loss:-0.02893 fps:1744 +frame:3.05e+06 wall_t:1749 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.921 +2026-01-07 11:37:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1430.00 total_reward_ma:936.38 loss:-0.02547 fps:1744 +frame:3.06e+06 wall_t:1755 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.993 +2026-01-07 11:38:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1434.00 total_reward_ma:944.52 loss:-0.0292 fps:1743 +frame:3.07e+06 wall_t:1761 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.972 +2026-01-07 11:38:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1430.00 total_reward_ma:952.80 loss:-0.02922 fps:1745 +frame:3.08e+06 wall_t:1765 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.884 +2026-01-07 11:38:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1424.00 total_reward_ma:960.74 loss:-0.03021 fps:1745 +frame:3.09e+06 wall_t:1771 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.953 +2026-01-07 11:38:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1442.00 total_reward_ma:968.78 loss:-0.02877 fps:1745 +frame:3.10e+06 wall_t:1777 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.89 +2026-01-07 11:38:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1408.00 total_reward_ma:976.88 loss:-0.02849 fps:1745 +frame:3.11e+06 wall_t:1782 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.926 +2026-01-07 11:38:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1402.00 total_reward_ma:984.98 loss:-0.02955 fps:1745 +frame:3.12e+06 wall_t:1788 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.902 +2026-01-07 11:38:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1400.00 total_reward_ma:992.94 loss:-0.02889 fps:1746 +frame:3.13e+06 wall_t:1793 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.997 +2026-01-07 11:38:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1432.00 total_reward_ma:1001.66 loss:-0.03042 fps:1745 +frame:3.14e+06 wall_t:1799 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:2.032 +2026-01-07 11:38:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1388.00 total_reward_ma:1009.96 loss:-0.02705 fps:1745 +frame:3.15e+06 wall_t:1805 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.953 +2026-01-07 11:38:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1398.00 total_reward_ma:1018.26 loss:-0.02778 fps:1746 +frame:3.16e+06 wall_t:1810 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.834 +2026-01-07 11:38:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1428.00 total_reward_ma:1026.74 loss:-0.02804 fps:1746 +frame:3.17e+06 wall_t:1816 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.866 +2026-01-07 11:39:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1404.00 total_reward_ma:1034.86 loss:-0.02715 fps:1746 +frame:3.18e+06 wall_t:1821 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.99 +2026-01-07 11:39:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1402.00 total_reward_ma:1042.84 loss:-0.03076 fps:1746 +frame:3.19e+06 wall_t:1827 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.969 +2026-01-07 11:39:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1414.00 total_reward_ma:1050.94 loss:-0.02798 fps:1746 +frame:3.20e+06 wall_t:1833 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.873 +2026-01-07 11:39:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1436.00 total_reward_ma:1059.24 loss:-0.03033 fps:1746 +frame:3.21e+06 wall_t:1839 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.915 +2026-01-07 11:39:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1406.00 total_reward_ma:1067.40 loss:-0.03034 fps:1746 +frame:3.22e+06 wall_t:1844 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.915 +2026-01-07 11:39:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1378.00 total_reward_ma:1075.42 loss:-0.02973 fps:1746 +frame:3.23e+06 wall_t:1850 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.944 +2026-01-07 11:39:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1380.00 total_reward_ma:1083.44 loss:-0.02729 fps:1746 +frame:3.24e+06 wall_t:1856 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:2.001 +2026-01-07 11:39:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1396.00 total_reward_ma:1091.72 loss:-0.02945 fps:1746 +frame:3.25e+06 wall_t:1861 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.944 +2026-01-07 11:39:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1366.00 total_reward_ma:1099.74 loss:-0.02976 fps:1747 +frame:3.26e+06 wall_t:1866 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.839 +2026-01-07 11:39:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1402.00 total_reward_ma:1108.18 loss:-0.03028 fps:1747 +frame:3.27e+06 wall_t:1872 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.984 +2026-01-07 11:40:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1420.00 total_reward_ma:1116.78 loss:-0.0281 fps:1746 +frame:3.28e+06 wall_t:1879 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.959 +2026-01-07 11:40:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1380.00 total_reward_ma:1124.80 loss:-0.02846 fps:1745 +frame:3.29e+06 wall_t:1885 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.977 +2026-01-07 11:40:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1380.00 total_reward_ma:1132.72 loss:-0.03001 fps:1746 +frame:3.30e+06 wall_t:1890 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:2.028 +2026-01-07 11:40:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1348.00 total_reward_ma:1140.14 loss:-0.03102 fps:1745 +frame:3.31e+06 wall_t:1897 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:2.001 +2026-01-07 11:40:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1332.00 total_reward_ma:1147.18 loss:-0.03065 fps:1746 +frame:3.32e+06 wall_t:1902 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.989 +2026-01-07 11:40:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1308.00 total_reward_ma:1153.58 loss:-0.03173 fps:1745 +frame:3.33e+06 wall_t:1908 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:2.013 +2026-01-07 11:40:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1302.00 total_reward_ma:1160.30 loss:-0.02974 fps:1746 +frame:3.34e+06 wall_t:1913 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.966 +2026-01-07 11:40:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1318.00 total_reward_ma:1166.94 loss:-0.02878 fps:1746 +frame:3.35e+06 wall_t:1919 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.943 +2026-01-07 11:40:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1352.00 total_reward_ma:1173.72 loss:-0.03079 fps:1746 +frame:3.36e+06 wall_t:1924 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:2.015 +2026-01-07 11:40:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1414.00 total_reward_ma:1181.26 loss:-0.0288 fps:1746 +frame:3.37e+06 wall_t:1930 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.988 +2026-01-07 11:40:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1412.00 total_reward_ma:1189.08 loss:-0.03207 fps:1746 +frame:3.38e+06 wall_t:1936 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:2.069 +2026-01-07 11:41:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1432.00 total_reward_ma:1196.52 loss:-0.03037 fps:1746 +frame:3.39e+06 wall_t:1942 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.867 +2026-01-07 11:41:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1460.00 total_reward_ma:1204.18 loss:-0.02764 fps:1746 +frame:3.40e+06 wall_t:1947 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.901 +2026-01-07 11:41:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1480.00 total_reward_ma:1212.30 loss:-0.02848 fps:1746 +frame:3.41e+06 wall_t:1953 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.928 +2026-01-07 11:41:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1494.00 total_reward_ma:1220.50 loss:-0.02967 fps:1747 +frame:3.42e+06 wall_t:1958 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.983 +2026-01-07 11:41:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1486.00 total_reward_ma:1228.24 loss:-0.02784 fps:1746 +frame:3.43e+06 wall_t:1964 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.9 +2026-01-07 11:41:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1490.00 total_reward_ma:1236.10 loss:-0.02828 fps:1746 +frame:3.44e+06 wall_t:1970 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.785 +2026-01-07 11:41:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1526.00 total_reward_ma:1244.00 loss:-0.02937 fps:1747 +frame:3.45e+06 wall_t:1975 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.97 +2026-01-07 11:41:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1540.00 total_reward_ma:1251.68 loss:-0.02795 fps:1747 +frame:3.46e+06 wall_t:1981 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.877 +2026-01-07 11:41:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1552.00 total_reward_ma:1259.08 loss:-0.02543 fps:1747 +frame:3.47e+06 wall_t:1986 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.892 +2026-01-07 11:41:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1546.00 total_reward_ma:1266.34 loss:-0.02629 fps:1747 +frame:3.48e+06 wall_t:1992 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.846 +2026-01-07 11:42:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1558.00 total_reward_ma:1273.42 loss:-0.02525 fps:1747 +frame:3.49e+06 wall_t:1998 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.898 +2026-01-07 11:42:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1546.00 total_reward_ma:1280.18 loss:-0.02733 fps:1747 +frame:3.50e+06 wall_t:2003 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.92 +2026-01-07 11:42:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1510.00 total_reward_ma:1286.60 loss:-0.02423 fps:1747 +frame:3.51e+06 wall_t:2009 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.878 +2026-01-07 11:42:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1494.00 total_reward_ma:1292.54 loss:-0.02538 fps:1747 +frame:3.52e+06 wall_t:2015 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.936 +2026-01-07 11:42:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1476.00 total_reward_ma:1298.08 loss:-0.03056 fps:1748 +frame:3.53e+06 wall_t:2020 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.955 +2026-01-07 11:42:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1456.00 total_reward_ma:1303.76 loss:-0.03097 fps:1747 +frame:3.54e+06 wall_t:2026 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.98 +2026-01-07 11:42:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1460.00 total_reward_ma:1309.14 loss:-0.02863 fps:1748 +frame:3.55e+06 wall_t:2031 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.917 +2026-01-07 11:42:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1468.00 total_reward_ma:1314.72 loss:-0.03044 fps:1748 +frame:3.56e+06 wall_t:2037 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.869 +2026-01-07 11:42:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1472.00 total_reward_ma:1320.94 loss:-0.02733 fps:1748 +frame:3.57e+06 wall_t:2042 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.918 +2026-01-07 11:42:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1476.00 total_reward_ma:1327.40 loss:-0.03199 fps:1748 +frame:3.58e+06 wall_t:2048 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.958 +2026-01-07 11:42:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1500.00 total_reward_ma:1333.84 loss:-0.03118 fps:1748 +frame:3.59e+06 wall_t:2054 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.972 +2026-01-07 11:43:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1506.00 total_reward_ma:1340.74 loss:-0.03089 fps:1748 +frame:3.60e+06 wall_t:2060 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:2.031 +2026-01-07 11:43:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1514.00 total_reward_ma:1347.80 loss:-0.02963 fps:1748 +frame:3.61e+06 wall_t:2065 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.935 +2026-01-07 11:43:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1528.00 total_reward_ma:1354.50 loss:-0.02762 fps:1748 +frame:3.62e+06 wall_t:2071 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.909 +2026-01-07 11:43:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1508.00 total_reward_ma:1360.64 loss:-0.02945 fps:1749 +frame:3.63e+06 wall_t:2076 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.951 +2026-01-07 11:43:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1478.00 total_reward_ma:1366.42 loss:-0.02872 fps:1748 +frame:3.64e+06 wall_t:2082 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.926 +2026-01-07 11:43:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1434.00 total_reward_ma:1371.34 loss:-0.0275 fps:1748 +frame:3.65e+06 wall_t:2088 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.928 +2026-01-07 11:43:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1400.00 total_reward_ma:1375.18 loss:-0.02771 fps:1748 +frame:3.66e+06 wall_t:2094 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:2.007 +2026-01-07 11:43:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1412.00 total_reward_ma:1379.06 loss:-0.02789 fps:1748 +frame:3.67e+06 wall_t:2099 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.919 +2026-01-07 11:43:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1390.00 total_reward_ma:1382.68 loss:-0.03087 fps:1748 +frame:3.68e+06 wall_t:2105 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:2.052 +2026-01-07 11:43:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1422.00 total_reward_ma:1386.52 loss:-0.02778 fps:1749 +frame:3.69e+06 wall_t:2110 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:2.082 +2026-01-07 11:43:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1404.00 total_reward_ma:1390.10 loss:-0.02825 fps:1749 +frame:3.70e+06 wall_t:2116 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.961 +2026-01-07 11:44:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1418.00 total_reward_ma:1393.58 loss:-0.02798 fps:1749 +frame:3.71e+06 wall_t:2121 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.884 +2026-01-07 11:44:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1442.00 total_reward_ma:1397.44 loss:-0.02939 fps:1749 +frame:3.72e+06 wall_t:2127 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.996 +2026-01-07 11:44:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1440.00 total_reward_ma:1400.82 loss:-0.03051 fps:1749 +frame:3.73e+06 wall_t:2133 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.908 +2026-01-07 11:44:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1454.00 total_reward_ma:1403.96 loss:-0.03018 fps:1748 +frame:3.74e+06 wall_t:2139 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:2.012 +2026-01-07 11:44:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1440.00 total_reward_ma:1406.34 loss:-0.03132 fps:1748 +frame:3.75e+06 wall_t:2145 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:2.048 +2026-01-07 11:44:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1464.00 total_reward_ma:1408.78 loss:-0.02976 fps:1749 +frame:3.76e+06 wall_t:2150 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.922 +2026-01-07 11:44:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1500.00 total_reward_ma:1411.30 loss:-0.02905 fps:1749 +frame:3.77e+06 wall_t:2155 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.857 +2026-01-07 11:44:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1514.00 total_reward_ma:1413.70 loss:-0.02945 fps:1749 +frame:3.78e+06 wall_t:2161 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.874 +2026-01-07 11:44:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1520.00 total_reward_ma:1415.98 loss:-0.02959 fps:1749 +frame:3.79e+06 wall_t:2167 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.919 +2026-01-07 11:44:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1508.00 total_reward_ma:1418.32 loss:-0.02789 fps:1750 +frame:3.80e+06 wall_t:2172 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.92 +2026-01-07 11:45:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1486.00 total_reward_ma:1420.26 loss:-0.03008 fps:1749 +frame:3.81e+06 wall_t:2178 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.873 +2026-01-07 11:45:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1506.00 total_reward_ma:1422.08 loss:-0.02774 fps:1749 +frame:3.82e+06 wall_t:2184 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:2.018 +2026-01-07 11:45:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1500.00 total_reward_ma:1424.02 loss:-0.0303 fps:1749 +frame:3.83e+06 wall_t:2190 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.914 +2026-01-07 11:45:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1492.00 total_reward_ma:1425.88 loss:-0.02635 fps:1749 +frame:3.84e+06 wall_t:2196 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.933 +2026-01-07 11:45:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1486.00 total_reward_ma:1427.88 loss:-0.02953 fps:1749 +frame:3.85e+06 wall_t:2201 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.827 +2026-01-07 11:45:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1490.00 total_reward_ma:1429.86 loss:-0.02931 fps:1749 +frame:3.86e+06 wall_t:2207 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.939 +2026-01-07 11:45:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1534.00 total_reward_ma:1432.92 loss:-0.0283 fps:1749 +frame:3.87e+06 wall_t:2213 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.783 +2026-01-07 11:45:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1520.00 total_reward_ma:1435.86 loss:-0.02863 fps:1749 +frame:3.88e+06 wall_t:2219 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.852 +2026-01-07 11:45:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1538.00 total_reward_ma:1438.90 loss:-0.02953 fps:1748 +frame:3.89e+06 wall_t:2225 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.892 +2026-01-07 11:45:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1508.00 total_reward_ma:1441.52 loss:-0.0262 fps:1748 +frame:3.90e+06 wall_t:2231 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.868 +2026-01-07 11:45:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1480.00 total_reward_ma:1443.48 loss:-0.02535 fps:1749 +frame:3.91e+06 wall_t:2236 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.804 +2026-01-07 11:46:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1398.00 total_reward_ma:1444.46 loss:-0.02885 fps:1748 +frame:3.92e+06 wall_t:2242 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.997 +2026-01-07 11:46:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1352.00 total_reward_ma:1444.68 loss:-0.02843 fps:1748 +frame:3.93e+06 wall_t:2248 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.865 +2026-01-07 11:46:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1332.00 total_reward_ma:1444.28 loss:-0.03024 fps:1749 +frame:3.94e+06 wall_t:2253 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.922 +2026-01-07 11:46:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1316.00 total_reward_ma:1443.60 loss:-0.02853 fps:1749 +frame:3.95e+06 wall_t:2259 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.916 +2026-01-07 11:46:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1338.00 total_reward_ma:1442.76 loss:-0.02938 fps:1749 +frame:3.96e+06 wall_t:2264 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.911 +2026-01-07 11:46:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1346.00 total_reward_ma:1442.08 loss:-0.02803 fps:1749 +frame:3.97e+06 wall_t:2270 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.9 +2026-01-07 11:46:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1356.00 total_reward_ma:1441.42 loss:-0.02622 fps:1749 +frame:3.98e+06 wall_t:2275 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.955 +2026-01-07 11:46:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1402.00 total_reward_ma:1441.00 loss:-0.02855 fps:1749 +frame:3.99e+06 wall_t:2281 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.955 +2026-01-07 11:46:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1426.00 total_reward_ma:1440.54 loss:-0.02806 fps:1748 +frame:4.00e+06 wall_t:2288 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.809 +2026-01-07 11:46:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1432.00 total_reward_ma:1440.48 loss:-0.03069 fps:1748 +frame:4.01e+06 wall_t:2294 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.868 +2026-01-07 11:47:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1474.00 total_reward_ma:1440.92 loss:-0.02722 fps:1749 +frame:4.02e+06 wall_t:2299 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.74 +2026-01-07 11:47:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1468.00 total_reward_ma:1441.20 loss:-0.02643 fps:1749 +frame:4.03e+06 wall_t:2304 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.829 +2026-01-07 11:47:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1514.00 total_reward_ma:1442.16 loss:-0.02799 fps:1749 +frame:4.04e+06 wall_t:2310 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.733 +2026-01-07 11:47:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1524.00 total_reward_ma:1443.02 loss:-0.02834 fps:1749 +frame:4.05e+06 wall_t:2315 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.77 +2026-01-07 11:47:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1516.00 total_reward_ma:1443.88 loss:-0.02747 fps:1749 +frame:4.06e+06 wall_t:2321 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.782 +2026-01-07 11:47:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1524.00 total_reward_ma:1444.78 loss:-0.02853 fps:1749 +frame:4.07e+06 wall_t:2327 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.804 +2026-01-07 11:47:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1486.00 total_reward_ma:1445.34 loss:-0.02765 fps:1749 +frame:4.08e+06 wall_t:2333 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.866 +2026-01-07 11:47:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1460.00 total_reward_ma:1445.70 loss:-0.0276 fps:1749 +frame:4.09e+06 wall_t:2339 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.874 +2026-01-07 11:47:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1462.00 total_reward_ma:1445.90 loss:-0.02951 fps:1749 +frame:4.10e+06 wall_t:2344 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.894 +2026-01-07 11:47:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1438.00 total_reward_ma:1446.20 loss:-0.02817 fps:1749 +frame:4.11e+06 wall_t:2350 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.868 +2026-01-07 11:47:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1428.00 total_reward_ma:1446.46 loss:-0.0294 fps:1749 +frame:4.12e+06 wall_t:2355 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.93 +2026-01-07 11:48:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1422.00 total_reward_ma:1446.68 loss:-0.03128 fps:1749 +frame:4.13e+06 wall_t:2361 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.88 +2026-01-07 11:48:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1432.00 total_reward_ma:1446.68 loss:-0.02766 fps:1749 +frame:4.14e+06 wall_t:2367 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.826 +2026-01-07 11:48:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1448.00 total_reward_ma:1447.28 loss:-0.03042 fps:1749 +frame:4.15e+06 wall_t:2373 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.849 +2026-01-07 11:48:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1436.00 total_reward_ma:1447.66 loss:-0.02574 fps:1749 +frame:4.16e+06 wall_t:2379 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.897 +2026-01-07 11:48:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1466.00 total_reward_ma:1448.04 loss:-0.02609 fps:1748 +frame:4.17e+06 wall_t:2385 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.917 +2026-01-07 11:48:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1474.00 total_reward_ma:1448.74 loss:-0.02753 fps:1748 +frame:4.18e+06 wall_t:2391 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.811 +2026-01-07 11:48:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1498.00 total_reward_ma:1449.70 loss:-0.02714 fps:1749 +frame:4.19e+06 wall_t:2396 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.763 +2026-01-07 11:48:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1522.00 total_reward_ma:1450.78 loss:-0.02694 fps:1749 +frame:4.20e+06 wall_t:2402 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.863 +2026-01-07 11:48:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1550.00 total_reward_ma:1451.92 loss:-0.02737 fps:1749 +frame:4.21e+06 wall_t:2407 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.817 +2026-01-07 11:48:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1584.00 total_reward_ma:1453.70 loss:-0.02938 fps:1749 +frame:4.22e+06 wall_t:2413 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.796 +2026-01-07 11:49:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1594.00 total_reward_ma:1455.86 loss:-0.02548 fps:1749 +frame:4.23e+06 wall_t:2419 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.725 +2026-01-07 11:49:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1632.00 total_reward_ma:1458.38 loss:-0.0273 fps:1748 +frame:4.24e+06 wall_t:2425 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.782 +2026-01-07 11:49:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1648.00 total_reward_ma:1460.90 loss:-0.02866 fps:1749 +frame:4.25e+06 wall_t:2430 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.835 +2026-01-07 11:49:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1622.00 total_reward_ma:1463.46 loss:-0.02687 fps:1749 +frame:4.26e+06 wall_t:2436 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.826 +2026-01-07 11:49:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1596.00 total_reward_ma:1465.40 loss:-0.02886 fps:1749 +frame:4.27e+06 wall_t:2441 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.858 +2026-01-07 11:49:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1596.00 total_reward_ma:1467.16 loss:-0.02709 fps:1750 +frame:4.28e+06 wall_t:2446 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.786 +2026-01-07 11:49:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1584.00 total_reward_ma:1469.20 loss:-0.02578 fps:1750 +frame:4.29e+06 wall_t:2452 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.737 +2026-01-07 11:49:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1576.00 total_reward_ma:1471.16 loss:-0.02576 fps:1749 +frame:4.30e+06 wall_t:2458 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.843 +2026-01-07 11:49:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1550.00 total_reward_ma:1473.18 loss:-0.02831 fps:1749 +frame:4.31e+06 wall_t:2464 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.853 +2026-01-07 11:49:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1550.00 total_reward_ma:1475.36 loss:-0.02803 fps:1749 +frame:4.32e+06 wall_t:2470 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.907 +2026-01-07 11:49:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1546.00 total_reward_ma:1477.74 loss:-0.02598 fps:1749 +frame:4.33e+06 wall_t:2476 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.894 +2026-01-07 11:50:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1530.00 total_reward_ma:1480.02 loss:-0.0287 fps:1749 +frame:4.34e+06 wall_t:2482 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.867 +2026-01-07 11:50:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1520.00 total_reward_ma:1482.04 loss:-0.02695 fps:1749 +frame:4.35e+06 wall_t:2487 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.735 +2026-01-07 11:50:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1502.00 total_reward_ma:1483.54 loss:-0.02933 fps:1749 +frame:4.36e+06 wall_t:2493 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.949 +2026-01-07 11:50:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1520.00 total_reward_ma:1484.60 loss:-0.02864 fps:1749 +frame:4.37e+06 wall_t:2498 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.838 +2026-01-07 11:50:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1512.00 total_reward_ma:1485.60 loss:-0.03065 fps:1749 +frame:4.38e+06 wall_t:2504 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.933 +2026-01-07 11:50:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1520.00 total_reward_ma:1486.48 loss:-0.03006 fps:1749 +frame:4.39e+06 wall_t:2510 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.951 +2026-01-07 11:50:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1508.00 total_reward_ma:1486.96 loss:-0.03177 fps:1750 +frame:4.40e+06 wall_t:2515 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.933 +2026-01-07 11:50:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1502.00 total_reward_ma:1487.18 loss:-0.02728 fps:1749 +frame:4.41e+06 wall_t:2521 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.945 +2026-01-07 11:50:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1504.00 total_reward_ma:1487.28 loss:-0.02915 fps:1749 +frame:4.42e+06 wall_t:2527 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.92 +2026-01-07 11:50:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1496.00 total_reward_ma:1487.38 loss:-0.02998 fps:1749 +frame:4.43e+06 wall_t:2533 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.934 +2026-01-07 11:51:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1488.00 total_reward_ma:1487.36 loss:-0.02864 fps:1749 +frame:4.44e+06 wall_t:2538 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.86 +2026-01-07 11:51:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1504.00 total_reward_ma:1487.14 loss:-0.02709 fps:1750 +frame:4.45e+06 wall_t:2543 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.899 +2026-01-07 11:51:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1504.00 total_reward_ma:1486.78 loss:-0.03039 fps:1750 +frame:4.46e+06 wall_t:2549 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.869 +2026-01-07 11:51:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1520.00 total_reward_ma:1486.46 loss:-0.02697 fps:1750 +frame:4.47e+06 wall_t:2555 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.962 +2026-01-07 11:51:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1544.00 total_reward_ma:1486.44 loss:-0.02972 fps:1749 +frame:4.48e+06 wall_t:2561 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.815 +2026-01-07 11:51:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1534.00 total_reward_ma:1486.20 loss:-0.02576 fps:1749 +frame:4.49e+06 wall_t:2567 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.863 +2026-01-07 11:51:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1572.00 total_reward_ma:1486.46 loss:-0.03187 fps:1749 +frame:4.50e+06 wall_t:2573 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.891 +2026-01-07 11:51:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1570.00 total_reward_ma:1487.06 loss:-0.02575 fps:1749 +frame:4.51e+06 wall_t:2579 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.692 +2026-01-07 11:51:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1572.00 total_reward_ma:1487.84 loss:-0.02707 fps:1748 +frame:4.52e+06 wall_t:2586 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.78 +2026-01-07 11:51:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1584.00 total_reward_ma:1488.92 loss:-0.02368 fps:1748 +frame:4.53e+06 wall_t:2591 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.857 +2026-01-07 11:51:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1592.00 total_reward_ma:1490.28 loss:-0.02936 fps:1749 +frame:4.54e+06 wall_t:2596 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.882 +2026-01-07 11:52:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1614.00 total_reward_ma:1491.82 loss:-0.03057 fps:1749 +frame:4.55e+06 wall_t:2602 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.967 +2026-01-07 11:52:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1610.00 total_reward_ma:1493.24 loss:-0.02981 fps:1748 +frame:4.56e+06 wall_t:2608 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.898 +2026-01-07 11:52:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1602.00 total_reward_ma:1494.54 loss:-0.02682 fps:1748 +frame:4.57e+06 wall_t:2614 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.849 +2026-01-07 11:52:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1600.00 total_reward_ma:1495.78 loss:-0.02747 fps:1749 +frame:4.58e+06 wall_t:2619 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.891 +2026-01-07 11:52:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1628.00 total_reward_ma:1497.06 loss:-0.02916 fps:1749 +frame:4.59e+06 wall_t:2625 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.854 +2026-01-07 11:52:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1630.00 total_reward_ma:1498.30 loss:-0.02954 fps:1748 +frame:4.60e+06 wall_t:2631 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.889 +2026-01-07 11:52:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1626.00 total_reward_ma:1499.42 loss:-0.03038 fps:1749 +frame:4.61e+06 wall_t:2636 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.854 +2026-01-07 11:52:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1658.00 total_reward_ma:1500.72 loss:-0.03006 fps:1749 +frame:4.62e+06 wall_t:2642 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.736 +2026-01-07 11:52:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1644.00 total_reward_ma:1502.08 loss:-0.02783 fps:1748 +frame:4.63e+06 wall_t:2648 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.726 +2026-01-07 11:52:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1503.90 loss:-0.02827 fps:1749 +frame:4.64e+06 wall_t:2653 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.648 +2026-01-07 11:53:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1668.00 total_reward_ma:1506.24 loss:-0.0264 fps:1749 +frame:4.65e+06 wall_t:2659 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.778 +2026-01-07 11:53:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1508.80 loss:-0.02808 fps:1749 +frame:4.66e+06 wall_t:2664 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.722 +2026-01-07 11:53:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1638.00 total_reward_ma:1511.06 loss:-0.0279 fps:1748 +frame:4.67e+06 wall_t:2671 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.721 +2026-01-07 11:53:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1624.00 total_reward_ma:1513.40 loss:-0.03038 fps:1749 +frame:4.68e+06 wall_t:2676 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.843 +2026-01-07 11:53:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1646.00 total_reward_ma:1515.64 loss:-0.02813 fps:1749 +frame:4.69e+06 wall_t:2682 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.808 +2026-01-07 11:53:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1606.00 total_reward_ma:1517.66 loss:-0.02701 fps:1749 +frame:4.70e+06 wall_t:2687 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.863 +2026-01-07 11:53:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1594.00 total_reward_ma:1519.42 loss:-0.02938 fps:1749 +frame:4.71e+06 wall_t:2693 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.856 +2026-01-07 11:53:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1564.00 total_reward_ma:1520.64 loss:-0.02856 fps:1749 +frame:4.72e+06 wall_t:2698 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.902 +2026-01-07 11:53:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1562.00 total_reward_ma:1521.86 loss:-0.02714 fps:1749 +frame:4.73e+06 wall_t:2704 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.852 +2026-01-07 11:53:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1556.00 total_reward_ma:1522.88 loss:-0.02901 fps:1750 +frame:4.74e+06 wall_t:2709 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.877 +2026-01-07 11:53:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1536.00 total_reward_ma:1523.84 loss:-0.02901 fps:1750 +frame:4.75e+06 wall_t:2715 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.766 +2026-01-07 11:54:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1550.00 total_reward_ma:1524.70 loss:-0.03061 fps:1749 +frame:4.76e+06 wall_t:2721 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.905 +2026-01-07 11:54:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1566.00 total_reward_ma:1525.36 loss:-0.0305 fps:1750 +frame:4.77e+06 wall_t:2726 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.771 +2026-01-07 11:54:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1596.00 total_reward_ma:1526.18 loss:-0.0296 fps:1750 +frame:4.78e+06 wall_t:2732 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.893 +2026-01-07 11:54:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1626.00 total_reward_ma:1527.24 loss:-0.02925 fps:1750 +frame:4.79e+06 wall_t:2737 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.727 +2026-01-07 11:54:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1644.00 total_reward_ma:1528.60 loss:-0.02931 fps:1750 +frame:4.80e+06 wall_t:2743 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.736 +2026-01-07 11:54:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1530.50 loss:-0.02605 fps:1750 +frame:4.81e+06 wall_t:2749 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.743 +2026-01-07 11:54:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1696.00 total_reward_ma:1532.40 loss:-0.02684 fps:1750 +frame:4.82e+06 wall_t:2754 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.739 +2026-01-07 11:54:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1534.26 loss:-0.02939 fps:1750 +frame:4.83e+06 wall_t:2760 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.701 +2026-01-07 11:54:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1536.10 loss:-0.02817 fps:1750 +frame:4.84e+06 wall_t:2766 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.806 +2026-01-07 11:54:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1537.94 loss:-0.03008 fps:1750 +frame:4.85e+06 wall_t:2771 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.712 +2026-01-07 11:55:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1539.74 loss:-0.02876 fps:1749 +frame:4.86e+06 wall_t:2778 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.75 +2026-01-07 11:55:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1541.06 loss:-0.02667 fps:1749 +frame:4.87e+06 wall_t:2784 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.761 +2026-01-07 11:55:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1542.42 loss:-0.02551 fps:1750 +frame:4.88e+06 wall_t:2789 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.7 +2026-01-07 11:55:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1652.00 total_reward_ma:1543.56 loss:-0.02606 fps:1750 +frame:4.89e+06 wall_t:2795 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.677 +2026-01-07 11:55:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1545.14 loss:-0.029 fps:1750 +frame:4.90e+06 wall_t:2800 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.851 +2026-01-07 11:55:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1547.04 loss:-0.02418 fps:1750 +frame:4.91e+06 wall_t:2806 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.622 +2026-01-07 11:55:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1549.82 loss:-0.0293 fps:1750 +frame:4.92e+06 wall_t:2812 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.852 +2026-01-07 11:55:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1553.10 loss:-0.03107 fps:1749 +frame:4.93e+06 wall_t:2818 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.76 +2026-01-07 11:55:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1668.00 total_reward_ma:1556.46 loss:-0.02727 fps:1749 +frame:4.94e+06 wall_t:2824 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.836 +2026-01-07 11:55:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1560.10 loss:-0.03002 fps:1750 +frame:4.95e+06 wall_t:2829 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.712 +2026-01-07 11:55:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1563.26 loss:-0.02701 fps:1750 +frame:4.96e+06 wall_t:2835 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.727 +2026-01-07 11:56:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1632.00 total_reward_ma:1566.12 loss:-0.02573 fps:1750 +frame:4.97e+06 wall_t:2840 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.706 +2026-01-07 11:56:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1642.00 total_reward_ma:1568.98 loss:-0.02717 fps:1750 +frame:4.98e+06 wall_t:2846 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.763 +2026-01-07 11:56:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1614.00 total_reward_ma:1571.10 loss:-0.02439 fps:1750 +frame:4.99e+06 wall_t:2852 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.747 +2026-01-07 11:56:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1620.00 total_reward_ma:1573.04 loss:-0.02797 fps:1750 +frame:5.00e+06 wall_t:2857 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.847 +2026-01-07 11:56:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1614.00 total_reward_ma:1574.86 loss:-0.02653 fps:1750 +frame:5.01e+06 wall_t:2863 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.683 +2026-01-07 11:56:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1592.00 total_reward_ma:1576.04 loss:-0.02858 fps:1750 +frame:5.02e+06 wall_t:2869 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.793 +2026-01-07 11:56:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1602.00 total_reward_ma:1577.38 loss:-0.02872 fps:1750 +frame:5.03e+06 wall_t:2874 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.875 +2026-01-07 11:56:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1612.00 total_reward_ma:1578.36 loss:-0.02641 fps:1751 +frame:5.04e+06 wall_t:2879 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.769 +2026-01-07 11:56:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1622.00 total_reward_ma:1579.34 loss:-0.02685 fps:1750 +frame:5.05e+06 wall_t:2886 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.8 +2026-01-07 11:56:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1612.00 total_reward_ma:1580.30 loss:-0.02854 fps:1750 +frame:5.06e+06 wall_t:2891 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.762 +2026-01-07 11:56:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1610.00 total_reward_ma:1581.16 loss:-0.0283 fps:1750 +frame:5.07e+06 wall_t:2897 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.847 +2026-01-07 11:57:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1632.00 total_reward_ma:1582.62 loss:-0.02824 fps:1750 +frame:5.08e+06 wall_t:2903 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.755 +2026-01-07 11:57:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1646.00 total_reward_ma:1584.48 loss:-0.02706 fps:1750 +frame:5.09e+06 wall_t:2909 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.654 +2026-01-07 11:57:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1586.42 loss:-0.02946 fps:1750 +frame:5.10e+06 wall_t:2915 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.663 +2026-01-07 11:57:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1650.00 total_reward_ma:1588.54 loss:-0.02827 fps:1749 +frame:5.11e+06 wall_t:2921 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.771 +2026-01-07 11:57:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1624.00 total_reward_ma:1590.50 loss:-0.02515 fps:1749 +frame:5.12e+06 wall_t:2927 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.628 +2026-01-07 11:57:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1618.00 total_reward_ma:1592.46 loss:-0.02794 fps:1750 +frame:5.13e+06 wall_t:2932 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.709 +2026-01-07 11:57:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1610.00 total_reward_ma:1594.24 loss:-0.02548 fps:1750 +frame:5.14e+06 wall_t:2937 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.762 +2026-01-07 11:57:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1578.00 total_reward_ma:1595.54 loss:-0.02785 fps:1750 +frame:5.15e+06 wall_t:2943 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.738 +2026-01-07 11:57:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1570.00 total_reward_ma:1596.88 loss:-0.02563 fps:1750 +frame:5.16e+06 wall_t:2949 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.684 +2026-01-07 11:57:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1578.00 total_reward_ma:1598.00 loss:-0.02828 fps:1750 +frame:5.17e+06 wall_t:2954 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.821 +2026-01-07 11:58:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1600.00 total_reward_ma:1599.26 loss:-0.02808 fps:1750 +frame:5.18e+06 wall_t:2960 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.849 +2026-01-07 11:58:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1630.00 total_reward_ma:1600.58 loss:-0.02854 fps:1750 +frame:5.19e+06 wall_t:2966 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.79 +2026-01-07 11:58:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1636.00 total_reward_ma:1601.72 loss:-0.02891 fps:1750 +frame:5.20e+06 wall_t:2971 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.818 +2026-01-07 11:58:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1662.00 total_reward_ma:1602.84 loss:-0.02944 fps:1750 +frame:5.21e+06 wall_t:2977 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.855 +2026-01-07 11:58:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1603.88 loss:-0.02829 fps:1750 +frame:5.22e+06 wall_t:2983 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.782 +2026-01-07 11:58:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1604.88 loss:-0.03062 fps:1750 +frame:5.23e+06 wall_t:2988 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.835 +2026-01-07 11:58:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1605.60 loss:-0.02796 fps:1750 +frame:5.24e+06 wall_t:2994 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.799 +2026-01-07 11:58:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1606.14 loss:-0.02865 fps:1750 +frame:5.25e+06 wall_t:3000 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.857 +2026-01-07 11:58:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1607.00 loss:-0.02642 fps:1750 +frame:5.26e+06 wall_t:3006 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.713 +2026-01-07 11:58:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1608.10 loss:-0.02943 fps:1750 +frame:5.27e+06 wall_t:3012 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.713 +2026-01-07 11:59:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1609.00 loss:-0.02907 fps:1750 +frame:5.28e+06 wall_t:3018 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.705 +2026-01-07 11:59:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1610.10 loss:-0.02853 fps:1749 +frame:5.29e+06 wall_t:3024 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.804 +2026-01-07 11:59:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1696.00 total_reward_ma:1611.30 loss:-0.02771 fps:1750 +frame:5.30e+06 wall_t:3029 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.784 +2026-01-07 11:59:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1612.68 loss:-0.0277 fps:1750 +frame:5.31e+06 wall_t:3035 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.719 +2026-01-07 11:59:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1613.88 loss:-0.02498 fps:1750 +frame:5.32e+06 wall_t:3040 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.763 +2026-01-07 11:59:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1672.00 total_reward_ma:1615.14 loss:-0.02801 fps:1750 +frame:5.33e+06 wall_t:3046 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.764 +2026-01-07 11:59:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1616.60 loss:-0.02632 fps:1750 +frame:5.34e+06 wall_t:3052 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.734 +2026-01-07 11:59:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1618.28 loss:-0.02868 fps:1750 +frame:5.35e+06 wall_t:3057 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.771 +2026-01-07 11:59:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1620.10 loss:-0.02673 fps:1750 +frame:5.36e+06 wall_t:3063 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.744 +2026-01-07 11:59:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1690.00 total_reward_ma:1621.80 loss:-0.02633 fps:1750 +frame:5.37e+06 wall_t:3069 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.625 +2026-01-07 11:59:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1623.50 loss:-0.03084 fps:1750 +frame:5.38e+06 wall_t:3074 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.795 +2026-01-07 12:00:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1692.00 total_reward_ma:1625.22 loss:-0.02591 fps:1751 +frame:5.39e+06 wall_t:3079 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.679 +2026-01-07 12:00:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1672.00 total_reward_ma:1626.86 loss:-0.02897 fps:1750 +frame:5.40e+06 wall_t:3085 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.755 +2026-01-07 12:00:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1628.54 loss:-0.02852 fps:1750 +frame:5.41e+06 wall_t:3091 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.799 +2026-01-07 12:00:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1630.20 loss:-0.02519 fps:1751 +frame:5.42e+06 wall_t:3096 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.738 +2026-01-07 12:00:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1631.78 loss:-0.02748 fps:1750 +frame:5.43e+06 wall_t:3102 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.692 +2026-01-07 12:00:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1644.00 total_reward_ma:1633.34 loss:-0.0277 fps:1750 +frame:5.44e+06 wall_t:3109 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.85 +2026-01-07 12:00:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1662.00 total_reward_ma:1634.92 loss:-0.02908 fps:1750 +frame:5.45e+06 wall_t:3114 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.765 +2026-01-07 12:00:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1664.00 total_reward_ma:1636.52 loss:-0.02546 fps:1750 +frame:5.46e+06 wall_t:3120 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.744 +2026-01-07 12:00:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1646.00 total_reward_ma:1637.78 loss:-0.02936 fps:1750 +frame:5.47e+06 wall_t:3125 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.852 +2026-01-07 12:00:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1642.00 total_reward_ma:1638.76 loss:-0.02797 fps:1750 +frame:5.48e+06 wall_t:3131 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.701 +2026-01-07 12:00:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1652.00 total_reward_ma:1639.94 loss:-0.02724 fps:1751 +frame:5.49e+06 wall_t:3136 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.738 +2026-01-07 12:01:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1640.82 loss:-0.02823 fps:1752 +frame:5.50e+06 wall_t:3140 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.771 +2026-01-07 12:01:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1641.78 loss:-0.02414 fps:1752 +frame:5.51e+06 wall_t:3145 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.707 +2026-01-07 12:01:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1678.00 total_reward_ma:1642.84 loss:-0.02767 fps:1752 +frame:5.52e+06 wall_t:3150 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.654 +2026-01-07 12:01:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1643.84 loss:-0.02811 fps:1753 +frame:5.53e+06 wall_t:3155 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.731 +2026-01-07 12:01:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1645.08 loss:-0.02899 fps:1753 +frame:5.54e+06 wall_t:3160 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.748 +2026-01-07 12:01:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1696.00 total_reward_ma:1645.90 loss:-0.02675 fps:1754 +frame:5.55e+06 wall_t:3165 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.641 +2026-01-07 12:01:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1692.00 total_reward_ma:1646.72 loss:-0.0262 fps:1754 +frame:5.56e+06 wall_t:3170 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.65 +2026-01-07 12:01:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1662.00 total_reward_ma:1647.32 loss:-0.02063 fps:1754 +frame:5.57e+06 wall_t:3175 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.571 +2026-01-07 12:01:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1662.00 total_reward_ma:1647.94 loss:-0.02889 fps:1754 +frame:5.58e+06 wall_t:3181 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.594 +2026-01-07 12:01:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1648.26 loss:-0.02437 fps:1755 +frame:5.59e+06 wall_t:3186 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.699 +2026-01-07 12:01:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1636.00 total_reward_ma:1648.32 loss:-0.02652 fps:1755 +frame:5.60e+06 wall_t:3191 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.72 +2026-01-07 12:01:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1614.00 total_reward_ma:1648.20 loss:-0.02903 fps:1755 +frame:5.61e+06 wall_t:3196 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.762 +2026-01-07 12:02:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1626.00 total_reward_ma:1647.88 loss:-0.02771 fps:1756 +frame:5.62e+06 wall_t:3200 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.736 +2026-01-07 12:02:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1644.00 total_reward_ma:1647.88 loss:-0.029 fps:1757 +frame:5.63e+06 wall_t:3205 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.783 +2026-01-07 12:02:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1618.00 total_reward_ma:1647.46 loss:-0.02927 fps:1757 +frame:5.64e+06 wall_t:3210 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.754 +2026-01-07 12:02:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1600.00 total_reward_ma:1646.78 loss:-0.02863 fps:1757 +frame:5.65e+06 wall_t:3215 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.692 +2026-01-07 12:02:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1564.00 total_reward_ma:1645.86 loss:-0.02592 fps:1758 +frame:5.66e+06 wall_t:3220 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.794 +2026-01-07 12:02:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1582.00 total_reward_ma:1645.30 loss:-0.02638 fps:1758 +frame:5.67e+06 wall_t:3225 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.792 +2026-01-07 12:02:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1598.00 total_reward_ma:1645.04 loss:-0.02538 fps:1759 +frame:5.68e+06 wall_t:3230 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.695 +2026-01-07 12:02:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1566.00 total_reward_ma:1644.24 loss:-0.02632 fps:1759 +frame:5.69e+06 wall_t:3235 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.705 +2026-01-07 12:02:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1580.00 total_reward_ma:1643.98 loss:-0.02606 fps:1759 +frame:5.70e+06 wall_t:3240 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.655 +2026-01-07 12:02:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1596.00 total_reward_ma:1644.00 loss:-0.0264 fps:1760 +frame:5.71e+06 wall_t:3245 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.794 +2026-01-07 12:02:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1610.00 total_reward_ma:1644.46 loss:-0.02291 fps:1760 +frame:5.72e+06 wall_t:3250 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.607 +2026-01-07 12:02:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1642.00 total_reward_ma:1645.26 loss:-0.02374 fps:1760 +frame:5.73e+06 wall_t:3255 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.624 +2026-01-07 12:03:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1646.30 loss:-0.02583 fps:1761 +frame:5.74e+06 wall_t:3260 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.728 +2026-01-07 12:03:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1672.00 total_reward_ma:1647.66 loss:-0.02341 fps:1761 +frame:5.75e+06 wall_t:3265 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.646 +2026-01-07 12:03:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1649.02 loss:-0.02794 fps:1762 +frame:5.76e+06 wall_t:3269 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.682 +2026-01-07 12:03:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1692.00 total_reward_ma:1650.28 loss:-0.02678 fps:1762 +frame:5.77e+06 wall_t:3274 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.756 +2026-01-07 12:03:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1651.12 loss:-0.02876 fps:1763 +frame:5.78e+06 wall_t:3279 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.756 +2026-01-07 12:03:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1651.74 loss:-0.02836 fps:1763 +frame:5.79e+06 wall_t:3285 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.791 +2026-01-07 12:03:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1652.14 loss:-0.02682 fps:1763 +frame:5.80e+06 wall_t:3290 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.715 +2026-01-07 12:03:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1674.00 total_reward_ma:1652.12 loss:-0.02889 fps:1764 +frame:5.81e+06 wall_t:3294 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.758 +2026-01-07 12:03:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1651.98 loss:-0.02528 fps:1764 +frame:5.82e+06 wall_t:3299 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.781 +2026-01-07 12:03:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1651.78 loss:-0.02843 fps:1765 +frame:5.83e+06 wall_t:3304 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.722 +2026-01-07 12:03:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1664.00 total_reward_ma:1651.66 loss:-0.0302 fps:1765 +frame:5.84e+06 wall_t:3309 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.854 +2026-01-07 12:03:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1651.52 loss:-0.02728 fps:1765 +frame:5.85e+06 wall_t:3314 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.714 +2026-01-07 12:04:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1651.38 loss:-0.0261 fps:1766 +frame:5.86e+06 wall_t:3319 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.734 +2026-01-07 12:04:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1644.00 total_reward_ma:1651.16 loss:-0.02449 fps:1766 +frame:5.87e+06 wall_t:3324 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.745 +2026-01-07 12:04:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1638.00 total_reward_ma:1650.98 loss:-0.02674 fps:1767 +frame:5.88e+06 wall_t:3328 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.676 +2026-01-07 12:04:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1638.00 total_reward_ma:1650.84 loss:-0.03051 fps:1767 +frame:5.89e+06 wall_t:3333 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.749 +2026-01-07 12:04:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1650.78 loss:-0.02567 fps:1768 +frame:5.90e+06 wall_t:3338 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.672 +2026-01-07 12:04:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1650.78 loss:-0.02478 fps:1768 +frame:5.91e+06 wall_t:3342 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.658 +2026-01-07 12:04:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1650.68 loss:-0.02296 fps:1769 +frame:5.92e+06 wall_t:3347 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.712 +2026-01-07 12:04:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1650.54 loss:-0.02632 fps:1769 +frame:5.93e+06 wall_t:3353 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.63 +2026-01-07 12:04:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1650.46 loss:-0.02585 fps:1769 +frame:5.94e+06 wall_t:3357 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.756 +2026-01-07 12:04:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1650.26 loss:-0.02661 fps:1770 +frame:5.95e+06 wall_t:3362 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.761 +2026-01-07 12:04:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1652.00 total_reward_ma:1650.24 loss:-0.02624 fps:1770 +frame:5.96e+06 wall_t:3368 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.642 +2026-01-07 12:04:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1642.00 total_reward_ma:1650.34 loss:-0.02691 fps:1770 +frame:5.97e+06 wall_t:3372 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.803 +2026-01-07 12:04:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1650.46 loss:-0.02742 fps:1771 +frame:5.98e+06 wall_t:3377 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.878 +2026-01-07 12:05:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1650.86 loss:-0.0296 fps:1771 +frame:5.99e+06 wall_t:3382 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.803 +2026-01-07 12:05:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1651.22 loss:-0.02822 fps:1771 +frame:6.00e+06 wall_t:3387 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.86 +2026-01-07 12:05:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1656.00 total_reward_ma:1651.64 loss:-0.02705 fps:1772 +frame:6.01e+06 wall_t:3392 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.702 +2026-01-07 12:05:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1668.00 total_reward_ma:1652.40 loss:-0.02781 fps:1773 +frame:6.02e+06 wall_t:3396 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.836 +2026-01-07 12:05:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1662.00 total_reward_ma:1653.00 loss:-0.02839 fps:1773 +frame:6.03e+06 wall_t:3401 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.79 +2026-01-07 12:05:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1653.48 loss:-0.02394 fps:1773 +frame:6.04e+06 wall_t:3407 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.653 +2026-01-07 12:05:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1653.80 loss:-0.02491 fps:1773 +frame:6.05e+06 wall_t:3412 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.616 +2026-01-07 12:05:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1654.22 loss:-0.02885 fps:1774 +frame:6.06e+06 wall_t:3416 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.693 +2026-01-07 12:05:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1654.78 loss:-0.02598 fps:1774 +frame:6.07e+06 wall_t:3421 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.724 +2026-01-07 12:05:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1655.30 loss:-0.02615 fps:1775 +frame:6.08e+06 wall_t:3426 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.652 +2026-01-07 12:05:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1678.00 total_reward_ma:1655.62 loss:-0.02687 fps:1775 +frame:6.09e+06 wall_t:3431 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.637 +2026-01-07 12:05:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1656.12 loss:-0.02698 fps:1775 +frame:6.10e+06 wall_t:3436 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.708 +2026-01-07 12:06:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1656.78 loss:-0.02915 fps:1776 +frame:6.11e+06 wall_t:3441 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.762 +2026-01-07 12:06:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1657.72 loss:-0.02787 fps:1776 +frame:6.12e+06 wall_t:3446 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.758 +2026-01-07 12:06:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1658.74 loss:-0.02788 fps:1776 +frame:6.13e+06 wall_t:3451 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.824 +2026-01-07 12:06:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1659.94 loss:-0.02794 fps:1777 +frame:6.14e+06 wall_t:3456 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.762 +2026-01-07 12:06:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1661.52 loss:-0.0282 fps:1777 +frame:6.15e+06 wall_t:3460 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.729 +2026-01-07 12:06:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1663.04 loss:-0.02626 fps:1778 +frame:6.16e+06 wall_t:3465 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.817 +2026-01-07 12:06:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1664.38 loss:-0.02771 fps:1778 +frame:6.17e+06 wall_t:3470 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.723 +2026-01-07 12:06:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1665.40 loss:-0.028 fps:1778 +frame:6.18e+06 wall_t:3475 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.806 +2026-01-07 12:06:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1665.92 loss:-0.02676 fps:1779 +frame:6.19e+06 wall_t:3480 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.748 +2026-01-07 12:06:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1666.40 loss:-0.02368 fps:1779 +frame:6.20e+06 wall_t:3485 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.696 +2026-01-07 12:06:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1666.44 loss:-0.02661 fps:1779 +frame:6.21e+06 wall_t:3490 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.666 +2026-01-07 12:06:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1672.00 total_reward_ma:1666.28 loss:-0.02335 fps:1780 +frame:6.22e+06 wall_t:3495 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.611 +2026-01-07 12:07:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1666.04 loss:-0.02669 fps:1780 +frame:6.23e+06 wall_t:3500 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.677 +2026-01-07 12:07:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1665.76 loss:-0.0264 fps:1780 +frame:6.24e+06 wall_t:3505 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.779 +2026-01-07 12:07:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1665.60 loss:-0.02609 fps:1781 +frame:6.25e+06 wall_t:3510 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.756 +2026-01-07 12:07:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1674.00 total_reward_ma:1665.26 loss:-0.0229 fps:1780 +frame:6.26e+06 wall_t:3516 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.67 +2026-01-07 12:07:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1665.02 loss:-0.02409 fps:1781 +frame:6.27e+06 wall_t:3521 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.732 +2026-01-07 12:07:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1650.00 total_reward_ma:1664.66 loss:-0.02684 fps:1781 +frame:6.28e+06 wall_t:3526 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.654 +2026-01-07 12:07:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1644.00 total_reward_ma:1664.16 loss:-0.0249 fps:1781 +frame:6.29e+06 wall_t:3531 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.726 +2026-01-07 12:07:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1630.00 total_reward_ma:1663.50 loss:-0.02547 fps:1781 +frame:6.30e+06 wall_t:3537 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.677 +2026-01-07 12:07:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1634.00 total_reward_ma:1662.96 loss:-0.02729 fps:1781 +frame:6.31e+06 wall_t:3542 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.792 +2026-01-07 12:07:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1640.00 total_reward_ma:1662.66 loss:-0.03015 fps:1782 +frame:6.32e+06 wall_t:3547 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.742 +2026-01-07 12:07:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1654.00 total_reward_ma:1662.48 loss:-0.02738 fps:1782 +frame:6.33e+06 wall_t:3552 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.76 +2026-01-07 12:07:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1662.56 loss:-0.02805 fps:1782 +frame:6.34e+06 wall_t:3557 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.717 +2026-01-07 12:08:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1662.54 loss:-0.02764 fps:1783 +frame:6.35e+06 wall_t:3562 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.719 +2026-01-07 12:08:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1698.00 total_reward_ma:1662.68 loss:-0.02584 fps:1784 +frame:6.36e+06 wall_t:3566 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.728 +2026-01-07 12:08:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1662.84 loss:-0.02604 fps:1784 +frame:6.37e+06 wall_t:3571 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.678 +2026-01-07 12:08:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1663.14 loss:-0.02913 fps:1784 +frame:6.38e+06 wall_t:3576 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.716 +2026-01-07 12:08:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1663.48 loss:-0.0269 fps:1784 +frame:6.39e+06 wall_t:3581 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.717 +2026-01-07 12:08:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1663.96 loss:-0.02444 fps:1785 +frame:6.40e+06 wall_t:3586 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.636 +2026-01-07 12:08:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1664.52 loss:-0.02555 fps:1785 +frame:6.41e+06 wall_t:3591 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.791 +2026-01-07 12:08:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1664.94 loss:-0.02688 fps:1786 +frame:6.42e+06 wall_t:3595 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.65 +2026-01-07 12:08:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1665.60 loss:-0.02574 fps:1786 +frame:6.43e+06 wall_t:3601 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.703 +2026-01-07 12:08:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1666.46 loss:-0.02611 fps:1786 +frame:6.44e+06 wall_t:3606 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.665 +2026-01-07 12:08:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1667.16 loss:-0.02432 fps:1786 +frame:6.45e+06 wall_t:3611 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.552 +2026-01-07 12:08:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1667.92 loss:-0.02585 fps:1786 +frame:6.46e+06 wall_t:3617 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.65 +2026-01-07 12:09:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1668.92 loss:-0.02487 fps:1786 +frame:6.47e+06 wall_t:3622 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.778 +2026-01-07 12:09:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1669.76 loss:-0.02913 fps:1787 +frame:6.48e+06 wall_t:3627 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.797 +2026-01-07 12:09:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1670.50 loss:-0.02669 fps:1787 +frame:6.49e+06 wall_t:3631 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.633 +2026-01-07 12:09:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1670.94 loss:-0.02608 fps:1788 +frame:6.50e+06 wall_t:3636 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.653 +2026-01-07 12:09:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1671.22 loss:-0.02273 fps:1788 +frame:6.51e+06 wall_t:3641 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.687 +2026-01-07 12:09:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1671.32 loss:-0.02408 fps:1788 +frame:6.52e+06 wall_t:3646 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.681 +2026-01-07 12:09:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1671.18 loss:-0.02453 fps:1789 +frame:6.53e+06 wall_t:3651 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.709 +2026-01-07 12:09:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1674.00 total_reward_ma:1670.76 loss:-0.02482 fps:1789 +frame:6.54e+06 wall_t:3656 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.656 +2026-01-07 12:09:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1670.56 loss:-0.02909 fps:1789 +frame:6.55e+06 wall_t:3661 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.754 +2026-01-07 12:09:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1670.44 loss:-0.02745 fps:1789 +frame:6.56e+06 wall_t:3666 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.777 +2026-01-07 12:09:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1670.68 loss:-0.02732 fps:1790 +frame:6.57e+06 wall_t:3671 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.716 +2026-01-07 12:09:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1668.00 total_reward_ma:1670.74 loss:-0.0236 fps:1790 +frame:6.58e+06 wall_t:3675 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.719 +2026-01-07 12:10:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1670.94 loss:-0.02612 fps:1791 +frame:6.59e+06 wall_t:3680 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.79 +2026-01-07 12:10:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1671.28 loss:-0.02657 fps:1791 +frame:6.60e+06 wall_t:3685 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.698 +2026-01-07 12:10:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1671.84 loss:-0.02517 fps:1791 +frame:6.61e+06 wall_t:3690 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.705 +2026-01-07 12:10:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1672.24 loss:-0.02777 fps:1792 +frame:6.62e+06 wall_t:3694 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.76 +2026-01-07 12:10:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1660.00 total_reward_ma:1672.40 loss:-0.0247 fps:1792 +frame:6.63e+06 wall_t:3699 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.7 +2026-01-07 12:10:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1674.00 total_reward_ma:1672.96 loss:-0.0249 fps:1793 +frame:6.64e+06 wall_t:3704 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.73 +2026-01-07 12:10:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1673.84 loss:-0.02754 fps:1793 +frame:6.65e+06 wall_t:3709 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.723 +2026-01-07 12:10:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1692.00 total_reward_ma:1675.12 loss:-0.02596 fps:1793 +frame:6.66e+06 wall_t:3714 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.748 +2026-01-07 12:10:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1676.30 loss:-0.02755 fps:1793 +frame:6.67e+06 wall_t:3719 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.541 +2026-01-07 12:10:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1677.18 loss:-0.02512 fps:1794 +frame:6.68e+06 wall_t:3724 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.751 +2026-01-07 12:10:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1678.56 loss:-0.02488 fps:1795 +frame:6.69e+06 wall_t:3728 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.772 +2026-01-07 12:10:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1679.80 loss:-0.0252 fps:1795 +frame:6.70e+06 wall_t:3733 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.721 +2026-01-07 12:11:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1698.00 total_reward_ma:1680.82 loss:-0.02586 fps:1795 +frame:6.71e+06 wall_t:3738 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.764 +2026-01-07 12:11:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1681.76 loss:-0.0263 fps:1795 +frame:6.72e+06 wall_t:3743 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.689 +2026-01-07 12:11:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1682.42 loss:-0.02472 fps:1796 +frame:6.73e+06 wall_t:3748 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.608 +2026-01-07 12:11:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1682.94 loss:-0.0255 fps:1796 +frame:6.74e+06 wall_t:3753 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.59 +2026-01-07 12:11:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1683.28 loss:-0.02533 fps:1797 +frame:6.75e+06 wall_t:3757 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.607 +2026-01-07 12:11:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1683.54 loss:-0.02328 fps:1797 +frame:6.76e+06 wall_t:3762 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.641 +2026-01-07 12:11:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1683.78 loss:-0.02316 fps:1797 +frame:6.77e+06 wall_t:3767 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.568 +2026-01-07 12:11:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1684.02 loss:-0.02518 fps:1798 +frame:6.78e+06 wall_t:3771 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.629 +2026-01-07 12:11:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1683.96 loss:-0.02512 fps:1798 +frame:6.79e+06 wall_t:3776 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.602 +2026-01-07 12:11:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1683.78 loss:-0.02278 fps:1798 +frame:6.80e+06 wall_t:3781 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.568 +2026-01-07 12:11:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1676.00 total_reward_ma:1683.80 loss:-0.02524 fps:1799 +frame:6.81e+06 wall_t:3786 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.596 +2026-01-07 12:11:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1683.68 loss:-0.02488 fps:1799 +frame:6.82e+06 wall_t:3791 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.474 +2026-01-07 12:11:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1666.00 total_reward_ma:1683.68 loss:-0.02582 fps:1799 +frame:6.83e+06 wall_t:3796 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.66 +2026-01-07 12:12:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1683.74 loss:-0.02187 fps:1800 +frame:6.84e+06 wall_t:3801 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.699 +2026-01-07 12:12:08 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1668.00 total_reward_ma:1683.86 loss:-0.0239 fps:1800 +frame:6.85e+06 wall_t:3806 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.485 +2026-01-07 12:12:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1690.00 total_reward_ma:1684.20 loss:-0.02528 fps:1800 +frame:6.86e+06 wall_t:3811 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.501 +2026-01-07 12:12:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1684.70 loss:-0.02341 fps:1800 +frame:6.87e+06 wall_t:3816 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.653 +2026-01-07 12:12:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1685.32 loss:-0.02238 fps:1801 +frame:6.88e+06 wall_t:3821 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.649 +2026-01-07 12:12:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1686.02 loss:-0.02363 fps:1801 +frame:6.89e+06 wall_t:3826 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.593 +2026-01-07 12:12:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1686.54 loss:-0.02305 fps:1801 +frame:6.90e+06 wall_t:3831 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.539 +2026-01-07 12:12:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1686.90 loss:-0.02323 fps:1802 +frame:6.91e+06 wall_t:3835 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.574 +2026-01-07 12:12:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1690.00 total_reward_ma:1687.14 loss:-0.02504 fps:1802 +frame:6.92e+06 wall_t:3840 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.671 +2026-01-07 12:12:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1687.32 loss:-0.02421 fps:1802 +frame:6.93e+06 wall_t:3845 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.586 +2026-01-07 12:12:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1687.52 loss:-0.02563 fps:1803 +frame:6.94e+06 wall_t:3849 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.491 +2026-01-07 12:12:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1678.00 total_reward_ma:1687.70 loss:-0.02467 fps:1803 +frame:6.95e+06 wall_t:3854 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.621 +2026-01-07 12:13:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1678.00 total_reward_ma:1687.96 loss:-0.02495 fps:1804 +frame:6.96e+06 wall_t:3859 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.538 +2026-01-07 12:13:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1690.00 total_reward_ma:1688.44 loss:-0.02538 fps:1804 +frame:6.97e+06 wall_t:3864 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.538 +2026-01-07 12:13:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1689.16 loss:-0.02367 fps:1804 +frame:6.98e+06 wall_t:3869 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.539 +2026-01-07 12:13:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1689.88 loss:-0.02399 fps:1804 +frame:6.99e+06 wall_t:3874 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.541 +2026-01-07 12:13:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1690.68 loss:-0.02342 fps:1805 +frame:7.00e+06 wall_t:3878 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.549 +2026-01-07 12:13:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1691.66 loss:-0.02275 fps:1805 +frame:7.01e+06 wall_t:3883 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.5 +2026-01-07 12:13:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1692.44 loss:-0.02374 fps:1806 +frame:7.02e+06 wall_t:3888 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.464 +2026-01-07 12:13:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1693.14 loss:-0.02165 fps:1806 +frame:7.03e+06 wall_t:3893 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.493 +2026-01-07 12:13:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1693.80 loss:-0.02191 fps:1806 +frame:7.04e+06 wall_t:3898 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.626 +2026-01-07 12:13:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1694.54 loss:-0.02227 fps:1806 +frame:7.05e+06 wall_t:3903 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.636 +2026-01-07 12:13:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1695.28 loss:-0.02198 fps:1807 +frame:7.06e+06 wall_t:3908 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.55 +2026-01-07 12:13:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1695.96 loss:-0.02085 fps:1807 +frame:7.07e+06 wall_t:3913 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.417 +2026-01-07 12:14:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1696.50 loss:-0.02213 fps:1807 +frame:7.08e+06 wall_t:3918 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.601 +2026-01-07 12:14:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1697.28 loss:-0.02489 fps:1807 +frame:7.09e+06 wall_t:3923 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.394 +2026-01-07 12:14:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1697.68 loss:-0.02216 fps:1808 +frame:7.10e+06 wall_t:3928 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.489 +2026-01-07 12:14:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1698.08 loss:-0.02395 fps:1808 +frame:7.11e+06 wall_t:3933 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.51 +2026-01-07 12:14:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1698.32 loss:-0.02129 fps:1808 +frame:7.12e+06 wall_t:3938 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.502 +2026-01-07 12:14:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1698.62 loss:-0.02226 fps:1808 +frame:7.13e+06 wall_t:3943 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.55 +2026-01-07 12:14:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1698.72 loss:-0.02595 fps:1809 +frame:7.14e+06 wall_t:3948 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.59 +2026-01-07 12:14:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1698.74 loss:-0.02384 fps:1809 +frame:7.15e+06 wall_t:3953 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.512 +2026-01-07 12:14:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1698.86 loss:-0.02464 fps:1809 +frame:7.16e+06 wall_t:3958 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.677 +2026-01-07 12:14:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1699.28 loss:-0.0265 fps:1809 +frame:7.17e+06 wall_t:3963 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.695 +2026-01-07 12:14:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1699.70 loss:-0.02532 fps:1809 +frame:7.18e+06 wall_t:3968 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.719 +2026-01-07 12:14:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1700.34 loss:-0.02489 fps:1810 +frame:7.19e+06 wall_t:3973 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.555 +2026-01-07 12:15:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1700.86 loss:-0.02482 fps:1809 +frame:7.20e+06 wall_t:3979 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.502 +2026-01-07 12:15:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1701.52 loss:-0.02397 fps:1810 +frame:7.21e+06 wall_t:3984 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.688 +2026-01-07 12:15:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1702.12 loss:-0.02505 fps:1810 +frame:7.22e+06 wall_t:3989 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.737 +2026-01-07 12:15:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1702.64 loss:-0.02328 fps:1810 +frame:7.23e+06 wall_t:3994 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.776 +2026-01-07 12:15:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1703.08 loss:-0.02529 fps:1810 +frame:7.24e+06 wall_t:3999 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.747 +2026-01-07 12:15:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1703.46 loss:-0.02389 fps:1811 +frame:7.25e+06 wall_t:4004 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.573 +2026-01-07 12:15:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1703.84 loss:-0.02602 fps:1811 +frame:7.26e+06 wall_t:4008 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.821 +2026-01-07 12:15:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1704.24 loss:-0.02589 fps:1812 +frame:7.27e+06 wall_t:4013 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.717 +2026-01-07 12:15:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1705.02 loss:-0.02408 fps:1812 +frame:7.28e+06 wall_t:4018 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.531 +2026-01-07 12:15:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1705.84 loss:-0.02024 fps:1812 +frame:7.29e+06 wall_t:4024 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.516 +2026-01-07 12:15:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1706.72 loss:-0.02421 fps:1812 +frame:7.30e+06 wall_t:4029 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.624 +2026-01-07 12:15:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1707.58 loss:-0.02384 fps:1812 +frame:7.31e+06 wall_t:4034 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.602 +2026-01-07 12:16:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1708.56 loss:-0.02297 fps:1813 +frame:7.32e+06 wall_t:4038 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.594 +2026-01-07 12:16:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1709.32 loss:-0.02457 fps:1813 +frame:7.33e+06 wall_t:4043 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.564 +2026-01-07 12:16:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1709.72 loss:-0.02473 fps:1813 +frame:7.34e+06 wall_t:4048 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.421 +2026-01-07 12:16:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1710.04 loss:-0.02471 fps:1813 +frame:7.35e+06 wall_t:4053 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.456 +2026-01-07 12:16:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1710.32 loss:-0.02387 fps:1813 +frame:7.36e+06 wall_t:4059 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.557 +2026-01-07 12:16:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1710.64 loss:-0.0238 fps:1813 +frame:7.37e+06 wall_t:4064 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.65 +2026-01-07 12:16:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1710.88 loss:-0.02312 fps:1814 +frame:7.38e+06 wall_t:4069 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.644 +2026-01-07 12:16:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1710.94 loss:-0.02271 fps:1814 +frame:7.39e+06 wall_t:4074 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.724 +2026-01-07 12:16:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1711.14 loss:-0.02619 fps:1814 +frame:7.40e+06 wall_t:4079 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.633 +2026-01-07 12:16:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1711.30 loss:-0.02628 fps:1814 +frame:7.41e+06 wall_t:4084 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.56 +2026-01-07 12:16:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1711.52 loss:-0.02538 fps:1815 +frame:7.42e+06 wall_t:4089 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.457 +2026-01-07 12:16:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1711.54 loss:-0.02159 fps:1815 +frame:7.43e+06 wall_t:4094 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.565 +2026-01-07 12:17:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1711.48 loss:-0.02367 fps:1815 +frame:7.44e+06 wall_t:4099 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.537 +2026-01-07 12:17:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1711.40 loss:-0.02287 fps:1815 +frame:7.45e+06 wall_t:4104 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.521 +2026-01-07 12:17:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1711.22 loss:-0.02632 fps:1816 +frame:7.46e+06 wall_t:4109 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.641 +2026-01-07 12:17:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1711.06 loss:-0.02368 fps:1815 +frame:7.47e+06 wall_t:4115 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.629 +2026-01-07 12:17:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1710.98 loss:-0.02513 fps:1816 +frame:7.48e+06 wall_t:4120 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.594 +2026-01-07 12:17:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1711.02 loss:-0.02493 fps:1816 +frame:7.49e+06 wall_t:4125 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.473 +2026-01-07 12:17:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1711.36 loss:-0.02321 fps:1816 +frame:7.50e+06 wall_t:4130 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.523 +2026-01-07 12:17:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1711.82 loss:-0.02467 fps:1816 +frame:7.51e+06 wall_t:4135 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.481 +2026-01-07 12:17:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1712.26 loss:-0.02466 fps:1817 +frame:7.52e+06 wall_t:4139 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.547 +2026-01-07 12:17:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1712.96 loss:-0.02076 fps:1817 +frame:7.53e+06 wall_t:4144 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.563 +2026-01-07 12:17:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1713.60 loss:-0.02148 fps:1817 +frame:7.54e+06 wall_t:4149 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.593 +2026-01-07 12:17:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1714.24 loss:-0.02413 fps:1818 +frame:7.55e+06 wall_t:4154 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.644 +2026-01-07 12:18:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1714.84 loss:-0.02465 fps:1818 +frame:7.56e+06 wall_t:4158 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.583 +2026-01-07 12:18:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1715.22 loss:-0.02277 fps:1818 +frame:7.57e+06 wall_t:4163 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.605 +2026-01-07 12:18:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1715.72 loss:-0.02423 fps:1819 +frame:7.58e+06 wall_t:4168 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.639 +2026-01-07 12:18:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1714.00 total_reward_ma:1716.06 loss:-0.02439 fps:1819 +frame:7.59e+06 wall_t:4173 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.678 +2026-01-07 12:18:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1716.36 loss:-0.02459 fps:1819 +frame:7.60e+06 wall_t:4178 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.641 +2026-01-07 12:18:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1696.00 total_reward_ma:1716.62 loss:-0.02086 fps:1819 +frame:7.61e+06 wall_t:4183 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.508 +2026-01-07 12:18:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1716.80 loss:-0.0229 fps:1819 +frame:7.62e+06 wall_t:4188 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.578 +2026-01-07 12:18:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1717.02 loss:-0.02511 fps:1820 +frame:7.63e+06 wall_t:4193 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.522 +2026-01-07 12:18:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1717.12 loss:-0.02538 fps:1820 +frame:7.64e+06 wall_t:4198 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.512 +2026-01-07 12:18:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1717.04 loss:-0.02405 fps:1820 +frame:7.65e+06 wall_t:4203 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.629 +2026-01-07 12:18:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1690.00 total_reward_ma:1717.02 loss:-0.0219 fps:1820 +frame:7.66e+06 wall_t:4208 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.529 +2026-01-07 12:18:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1717.02 loss:-0.02002 fps:1821 +frame:7.67e+06 wall_t:4213 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.541 +2026-01-07 12:19:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1696.00 total_reward_ma:1717.12 loss:-0.02108 fps:1820 +frame:7.68e+06 wall_t:4219 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.511 +2026-01-07 12:19:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1717.08 loss:-0.02061 fps:1821 +frame:7.69e+06 wall_t:4223 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.598 +2026-01-07 12:19:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1716.98 loss:-0.02217 fps:1821 +frame:7.70e+06 wall_t:4228 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.531 +2026-01-07 12:19:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1717.02 loss:-0.02138 fps:1821 +frame:7.71e+06 wall_t:4233 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.466 +2026-01-07 12:19:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1717.06 loss:-0.02283 fps:1822 +frame:7.72e+06 wall_t:4237 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.447 +2026-01-07 12:19:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1698.00 total_reward_ma:1716.96 loss:-0.02284 fps:1822 +frame:7.73e+06 wall_t:4243 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.592 +2026-01-07 12:19:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1716.92 loss:-0.02521 fps:1822 +frame:7.74e+06 wall_t:4248 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.491 +2026-01-07 12:19:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1698.00 total_reward_ma:1716.84 loss:-0.02308 fps:1822 +frame:7.75e+06 wall_t:4253 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.458 +2026-01-07 12:19:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1716.78 loss:-0.02233 fps:1822 +frame:7.76e+06 wall_t:4258 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.466 +2026-01-07 12:19:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1716.74 loss:-0.02474 fps:1823 +frame:7.77e+06 wall_t:4263 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.511 +2026-01-07 12:19:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1716.90 loss:-0.02171 fps:1823 +frame:7.78e+06 wall_t:4268 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.536 +2026-01-07 12:19:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1717.28 loss:-0.02238 fps:1823 +frame:7.79e+06 wall_t:4274 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.47 +2026-01-07 12:20:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1717.80 loss:-0.02319 fps:1823 +frame:7.80e+06 wall_t:4279 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.51 +2026-01-07 12:20:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1718.32 loss:-0.02217 fps:1823 +frame:7.81e+06 wall_t:4284 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.399 +2026-01-07 12:20:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1718.94 loss:-0.02062 fps:1823 +frame:7.82e+06 wall_t:4289 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.395 +2026-01-07 12:20:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1719.74 loss:-0.0231 fps:1824 +frame:7.83e+06 wall_t:4293 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.494 +2026-01-07 12:20:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1720.58 loss:-0.02338 fps:1824 +frame:7.84e+06 wall_t:4298 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.444 +2026-01-07 12:20:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1721.34 loss:-0.02247 fps:1824 +frame:7.85e+06 wall_t:4303 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.496 +2026-01-07 12:20:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1721.80 loss:-0.02241 fps:1825 +frame:7.86e+06 wall_t:4308 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.575 +2026-01-07 12:20:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1722.34 loss:-0.02064 fps:1825 +frame:7.87e+06 wall_t:4313 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.579 +2026-01-07 12:20:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1722.76 loss:-0.02343 fps:1825 +frame:7.88e+06 wall_t:4318 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.392 +2026-01-07 12:20:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1722.92 loss:-0.02277 fps:1825 +frame:7.89e+06 wall_t:4324 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.537 +2026-01-07 12:20:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1722.98 loss:-0.02267 fps:1825 +frame:7.90e+06 wall_t:4328 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.478 +2026-01-07 12:20:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1723.22 loss:-0.02275 fps:1826 +frame:7.91e+06 wall_t:4333 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.48 +2026-01-07 12:21:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1723.60 loss:-0.02135 fps:1826 +frame:7.92e+06 wall_t:4338 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.524 +2026-01-07 12:21:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1724.12 loss:-0.02545 fps:1826 +frame:7.93e+06 wall_t:4343 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.744 +2026-01-07 12:21:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1724.72 loss:-0.02422 fps:1826 +frame:7.94e+06 wall_t:4348 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.545 +2026-01-07 12:21:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1725.44 loss:-0.02448 fps:1826 +frame:7.95e+06 wall_t:4353 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.605 +2026-01-07 12:21:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1725.96 loss:-0.02473 fps:1827 +frame:7.96e+06 wall_t:4357 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.54 +2026-01-07 12:21:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1726.40 loss:-0.02244 fps:1827 +frame:7.97e+06 wall_t:4362 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.539 +2026-01-07 12:21:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1726.34 loss:-0.02269 fps:1827 +frame:7.98e+06 wall_t:4368 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.608 +2026-01-07 12:21:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1710.00 total_reward_ma:1726.18 loss:-0.02037 fps:1827 +frame:7.99e+06 wall_t:4373 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.465 +2026-01-07 12:21:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1696.00 total_reward_ma:1725.78 loss:-0.02236 fps:1827 +frame:8.00e+06 wall_t:4378 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.45 +2026-01-07 12:21:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1725.18 loss:-0.02306 fps:1828 +frame:8.01e+06 wall_t:4383 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.448 +2026-01-07 12:21:50 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1688.00 total_reward_ma:1724.60 loss:-0.022 fps:1828 +frame:8.02e+06 wall_t:4387 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.434 +2026-01-07 12:21:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1724.34 loss:-0.02225 fps:1828 +frame:8.03e+06 wall_t:4392 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.431 +2026-01-07 12:21:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1714.00 total_reward_ma:1724.22 loss:-0.02026 fps:1829 +frame:8.04e+06 wall_t:4397 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.587 +2026-01-07 12:22:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1724.22 loss:-0.02105 fps:1829 +frame:8.05e+06 wall_t:4402 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.549 +2026-01-07 12:22:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1724.24 loss:-0.02418 fps:1829 +frame:8.06e+06 wall_t:4407 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.557 +2026-01-07 12:22:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1724.26 loss:-0.01913 fps:1829 +frame:8.07e+06 wall_t:4412 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.384 +2026-01-07 12:22:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1724.36 loss:-0.02022 fps:1829 +frame:8.08e+06 wall_t:4417 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.455 +2026-01-07 12:22:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1752.00 total_reward_ma:1724.32 loss:-0.0219 fps:1830 +frame:8.09e+06 wall_t:4421 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.388 +2026-01-07 12:22:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1752.00 total_reward_ma:1724.38 loss:-0.02101 fps:1830 +frame:8.10e+06 wall_t:4426 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.467 +2026-01-07 12:22:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1724.24 loss:-0.0229 fps:1830 +frame:8.11e+06 wall_t:4431 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.523 +2026-01-07 12:22:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1724.30 loss:-0.0234 fps:1830 +frame:8.12e+06 wall_t:4437 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.507 +2026-01-07 12:22:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1724.22 loss:-0.02348 fps:1830 +frame:8.13e+06 wall_t:4442 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.522 +2026-01-07 12:22:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1724.00 loss:-0.02188 fps:1830 +frame:8.14e+06 wall_t:4447 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.551 +2026-01-07 12:22:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1723.82 loss:-0.02159 fps:1831 +frame:8.15e+06 wall_t:4452 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.486 +2026-01-07 12:22:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1723.68 loss:-0.02082 fps:1831 +frame:8.16e+06 wall_t:4457 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.489 +2026-01-07 12:23:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1723.30 loss:-0.02116 fps:1831 +frame:8.17e+06 wall_t:4462 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.516 +2026-01-07 12:23:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1722.98 loss:-0.02112 fps:1831 +frame:8.18e+06 wall_t:4467 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.484 +2026-01-07 12:23:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1722.68 loss:-0.0231 fps:1831 +frame:8.19e+06 wall_t:4472 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.516 +2026-01-07 12:23:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1722.66 loss:-0.02059 fps:1832 +frame:8.20e+06 wall_t:4476 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.422 +2026-01-07 12:23:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1722.84 loss:-0.01909 fps:1832 +frame:8.21e+06 wall_t:4481 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.353 +2026-01-07 12:23:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1722.96 loss:-0.02277 fps:1832 +frame:8.22e+06 wall_t:4486 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.433 +2026-01-07 12:23:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1723.16 loss:-0.01903 fps:1833 +frame:8.23e+06 wall_t:4491 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.425 +2026-01-07 12:23:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1723.44 loss:-0.02206 fps:1833 +frame:8.24e+06 wall_t:4496 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.465 +2026-01-07 12:23:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1723.66 loss:-0.02254 fps:1833 +frame:8.25e+06 wall_t:4501 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.47 +2026-01-07 12:23:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1723.82 loss:-0.02122 fps:1833 +frame:8.26e+06 wall_t:4506 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.439 +2026-01-07 12:23:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1723.94 loss:-0.01935 fps:1833 +frame:8.27e+06 wall_t:4511 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.395 +2026-01-07 12:23:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1724.12 loss:-0.0203 fps:1833 +frame:8.28e+06 wall_t:4516 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.445 +2026-01-07 12:24:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1724.08 loss:-0.02184 fps:1834 +frame:8.29e+06 wall_t:4521 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 12:24:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1724.20 loss:-0.02124 fps:1833 +frame:8.30e+06 wall_t:4527 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.411 +2026-01-07 12:24:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1724.24 loss:-0.02282 fps:1834 +frame:8.31e+06 wall_t:4532 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.443 +2026-01-07 12:24:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1724.04 loss:-0.02113 fps:1834 +frame:8.32e+06 wall_t:4537 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.504 +2026-01-07 12:24:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1723.98 loss:-0.01959 fps:1834 +frame:8.33e+06 wall_t:4542 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.583 +2026-01-07 12:24:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1723.82 loss:-0.02159 fps:1835 +frame:8.34e+06 wall_t:4546 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.476 +2026-01-07 12:24:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1723.86 loss:-0.02378 fps:1835 +frame:8.35e+06 wall_t:4551 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.575 +2026-01-07 12:24:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1723.88 loss:-0.0208 fps:1835 +frame:8.36e+06 wall_t:4556 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.504 +2026-01-07 12:24:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1723.72 loss:-0.02272 fps:1836 +frame:8.37e+06 wall_t:4560 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.583 +2026-01-07 12:24:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1723.70 loss:-0.0228 fps:1836 +frame:8.38e+06 wall_t:4564 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.525 +2026-01-07 12:24:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1723.60 loss:-0.02115 fps:1836 +frame:8.39e+06 wall_t:4569 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.427 +2026-01-07 12:24:55 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1723.50 loss:-0.02109 fps:1837 +frame:8.40e+06 wall_t:4573 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.453 +2026-01-07 12:25:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1723.26 loss:-0.02348 fps:1837 +frame:8.41e+06 wall_t:4578 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.48 +2026-01-07 12:25:04 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1723.12 loss:-0.0229 fps:1838 +frame:8.42e+06 wall_t:4582 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.482 +2026-01-07 12:25:09 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1723.18 loss:-0.02076 fps:1838 +frame:8.43e+06 wall_t:4587 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.461 +2026-01-07 12:25:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1723.18 loss:-0.02085 fps:1838 +frame:8.44e+06 wall_t:4591 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.491 +2026-01-07 12:25:18 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1723.22 loss:-0.0201 fps:1839 +frame:8.45e+06 wall_t:4596 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.523 +2026-01-07 12:25:23 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1723.40 loss:-0.02073 fps:1839 +frame:8.46e+06 wall_t:4601 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.513 +2026-01-07 12:25:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1723.54 loss:-0.02192 fps:1839 +frame:8.47e+06 wall_t:4605 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.547 +2026-01-07 12:25:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1764.00 total_reward_ma:1724.00 loss:-0.02151 fps:1839 +frame:8.48e+06 wall_t:4610 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.53 +2026-01-07 12:25:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1752.00 total_reward_ma:1724.22 loss:-0.02191 fps:1840 +frame:8.49e+06 wall_t:4615 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.482 +2026-01-07 12:25:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1724.34 loss:-0.01998 fps:1840 +frame:8.50e+06 wall_t:4620 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.487 +2026-01-07 12:25:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1724.48 loss:-0.02116 fps:1840 +frame:8.51e+06 wall_t:4625 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.496 +2026-01-07 12:25:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1724.72 loss:-0.02067 fps:1840 +frame:8.52e+06 wall_t:4630 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.441 +2026-01-07 12:25:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1724.90 loss:-0.0208 fps:1840 +frame:8.53e+06 wall_t:4635 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.399 +2026-01-07 12:26:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1725.06 loss:-0.02224 fps:1841 +frame:8.54e+06 wall_t:4639 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.446 +2026-01-07 12:26:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1725.10 loss:-0.01999 fps:1841 +frame:8.55e+06 wall_t:4644 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.418 +2026-01-07 12:26:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1725.14 loss:-0.02063 fps:1841 +frame:8.56e+06 wall_t:4649 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.404 +2026-01-07 12:26:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1725.40 loss:-0.02149 fps:1841 +frame:8.57e+06 wall_t:4654 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.407 +2026-01-07 12:26:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1725.66 loss:-0.02261 fps:1842 +frame:8.58e+06 wall_t:4659 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.445 +2026-01-07 12:26:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1725.86 loss:-0.02089 fps:1842 +frame:8.59e+06 wall_t:4664 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.532 +2026-01-07 12:26:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1726.10 loss:-0.02169 fps:1842 +frame:8.60e+06 wall_t:4668 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.443 +2026-01-07 12:26:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1726.44 loss:-0.01984 fps:1842 +frame:8.61e+06 wall_t:4673 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.536 +2026-01-07 12:26:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1718.00 total_reward_ma:1726.78 loss:-0.02204 fps:1843 +frame:8.62e+06 wall_t:4677 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.535 +2026-01-07 12:26:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1727.16 loss:-0.02169 fps:1843 +frame:8.63e+06 wall_t:4682 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.61 +2026-01-07 12:26:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1727.34 loss:-0.02332 fps:1844 +frame:8.64e+06 wall_t:4686 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.579 +2026-01-07 12:26:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1706.00 total_reward_ma:1727.60 loss:-0.02005 fps:1844 +frame:8.65e+06 wall_t:4691 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.621 +2026-01-07 12:26:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1727.92 loss:-0.02056 fps:1844 +frame:8.66e+06 wall_t:4696 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.467 +2026-01-07 12:27:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1728.14 loss:-0.02186 fps:1845 +frame:8.67e+06 wall_t:4700 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.592 +2026-01-07 12:27:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1728.60 loss:-0.02006 fps:1845 +frame:8.68e+06 wall_t:4705 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.634 +2026-01-07 12:27:13 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1729.00 loss:-0.02072 fps:1845 +frame:8.69e+06 wall_t:4710 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.514 +2026-01-07 12:27:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1729.54 loss:-0.02004 fps:1845 +frame:8.70e+06 wall_t:4715 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.525 +2026-01-07 12:27:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1730.14 loss:-0.0193 fps:1845 +frame:8.71e+06 wall_t:4720 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.488 +2026-01-07 12:27:27 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1730.66 loss:-0.02151 fps:1846 +frame:8.72e+06 wall_t:4725 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.557 +2026-01-07 12:27:32 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1731.30 loss:-0.0225 fps:1846 +frame:8.73e+06 wall_t:4730 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.585 +2026-01-07 12:27:37 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1731.78 loss:-0.02077 fps:1846 +frame:8.74e+06 wall_t:4734 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.55 +2026-01-07 12:27:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1732.36 loss:-0.02137 fps:1846 +frame:8.75e+06 wall_t:4739 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.491 +2026-01-07 12:27:46 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1732.80 loss:-0.02133 fps:1847 +frame:8.76e+06 wall_t:4744 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.493 +2026-01-07 12:27:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1732.96 loss:-0.02038 fps:1847 +frame:8.77e+06 wall_t:4749 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.433 +2026-01-07 12:27:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1733.04 loss:-0.0213 fps:1846 +frame:8.78e+06 wall_t:4755 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.575 +2026-01-07 12:28:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1714.00 total_reward_ma:1732.98 loss:-0.01945 fps:1847 +frame:8.79e+06 wall_t:4759 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.41 +2026-01-07 12:28:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1733.02 loss:-0.02092 fps:1847 +frame:8.80e+06 wall_t:4764 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.505 +2026-01-07 12:28:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1733.08 loss:-0.02097 fps:1848 +frame:8.81e+06 wall_t:4768 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.579 +2026-01-07 12:28:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1733.04 loss:-0.02251 fps:1848 +frame:8.82e+06 wall_t:4773 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.462 +2026-01-07 12:28:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1733.04 loss:-0.01975 fps:1848 +frame:8.83e+06 wall_t:4778 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.438 +2026-01-07 12:28:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1733.06 loss:-0.0197 fps:1848 +frame:8.84e+06 wall_t:4783 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.435 +2026-01-07 12:28:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1733.12 loss:-0.01898 fps:1848 +frame:8.85e+06 wall_t:4788 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.338 +2026-01-07 12:28:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1733.38 loss:-0.02148 fps:1849 +frame:8.86e+06 wall_t:4793 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.483 +2026-01-07 12:28:40 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1733.48 loss:-0.01912 fps:1849 +frame:8.87e+06 wall_t:4798 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.477 +2026-01-07 12:28:44 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1733.68 loss:-0.02044 fps:1849 +frame:8.88e+06 wall_t:4802 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.502 +2026-01-07 12:28:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1734.02 loss:-0.02215 fps:1850 +frame:8.89e+06 wall_t:4806 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.532 +2026-01-07 12:28:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1734.42 loss:-0.02111 fps:1850 +frame:8.90e+06 wall_t:4811 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.49 +2026-01-07 12:28:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1734.70 loss:-0.0219 fps:1850 +frame:8.91e+06 wall_t:4816 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.464 +2026-01-07 12:29:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1770.00 total_reward_ma:1735.12 loss:-0.01943 fps:1851 +frame:8.92e+06 wall_t:4820 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.508 +2026-01-07 12:29:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1768.00 total_reward_ma:1735.44 loss:-0.0211 fps:1851 +frame:8.93e+06 wall_t:4825 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.5 +2026-01-07 12:29:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1770.00 total_reward_ma:1735.74 loss:-0.02045 fps:1851 +frame:8.94e+06 wall_t:4829 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.652 +2026-01-07 12:29:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1772.00 total_reward_ma:1735.96 loss:-0.02158 fps:1851 +frame:8.95e+06 wall_t:4834 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.584 +2026-01-07 12:29:21 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1772.00 total_reward_ma:1736.38 loss:-0.02113 fps:1852 +frame:8.96e+06 wall_t:4839 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.51 +2026-01-07 12:29:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1768.00 total_reward_ma:1736.72 loss:-0.01983 fps:1852 +frame:8.97e+06 wall_t:4843 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.583 +2026-01-07 12:29:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1774.00 total_reward_ma:1737.26 loss:-0.02137 fps:1852 +frame:8.98e+06 wall_t:4848 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.472 +2026-01-07 12:29:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1772.00 total_reward_ma:1737.88 loss:-0.01935 fps:1853 +frame:8.99e+06 wall_t:4852 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.414 +2026-01-07 12:29:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1766.00 total_reward_ma:1738.58 loss:-0.02087 fps:1853 +frame:9.00e+06 wall_t:4856 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.581 +2026-01-07 12:29:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1764.00 total_reward_ma:1739.28 loss:-0.02113 fps:1854 +frame:9.01e+06 wall_t:4861 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.632 +2026-01-07 12:29:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1739.90 loss:-0.01974 fps:1854 +frame:9.02e+06 wall_t:4866 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.685 +2026-01-07 12:29:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1740.16 loss:-0.01927 fps:1854 +frame:9.03e+06 wall_t:4871 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.497 +2026-01-07 12:29:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1740.32 loss:-0.01908 fps:1854 +frame:9.04e+06 wall_t:4876 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.509 +2026-01-07 12:30:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1740.32 loss:-0.02145 fps:1855 +frame:9.05e+06 wall_t:4880 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.556 +2026-01-07 12:30:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1740.18 loss:-0.02094 fps:1855 +frame:9.06e+06 wall_t:4885 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.42 +2026-01-07 12:30:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1740.12 loss:-0.0208 fps:1855 +frame:9.07e+06 wall_t:4890 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.52 +2026-01-07 12:30:17 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1739.92 loss:-0.01982 fps:1855 +frame:9.08e+06 wall_t:4895 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.511 +2026-01-07 12:30:22 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1739.86 loss:-0.01812 fps:1855 +frame:9.09e+06 wall_t:4899 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.324 +2026-01-07 12:30:26 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1739.80 loss:-0.02094 fps:1856 +frame:9.10e+06 wall_t:4904 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.484 +2026-01-07 12:30:31 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1739.88 loss:-0.01888 fps:1856 +frame:9.11e+06 wall_t:4909 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.41 +2026-01-07 12:30:36 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1739.68 loss:-0.02001 fps:1856 +frame:9.12e+06 wall_t:4914 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.441 +2026-01-07 12:30:41 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1739.52 loss:-0.02017 fps:1856 +frame:9.13e+06 wall_t:4918 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.442 +2026-01-07 12:30:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1739.58 loss:-0.02016 fps:1857 +frame:9.14e+06 wall_t:4922 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.521 +2026-01-07 12:30:49 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1739.46 loss:-0.02085 fps:1857 +frame:9.15e+06 wall_t:4927 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.644 +2026-01-07 12:30:54 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1739.42 loss:-0.02014 fps:1857 +frame:9.16e+06 wall_t:4932 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.458 +2026-01-07 12:30:58 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1739.46 loss:-0.01934 fps:1858 +frame:9.17e+06 wall_t:4936 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.366 +2026-01-07 12:31:03 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1739.60 loss:-0.01837 fps:1858 +frame:9.18e+06 wall_t:4941 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.497 +2026-01-07 12:31:07 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1739.88 loss:-0.02042 fps:1858 +frame:9.19e+06 wall_t:4945 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.624 +2026-01-07 12:31:12 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1746.00 total_reward_ma:1740.00 loss:-0.02026 fps:1859 +frame:9.20e+06 wall_t:4950 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.594 +2026-01-07 12:31:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1740.06 loss:-0.01809 fps:1859 +frame:9.21e+06 wall_t:4954 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.453 +2026-01-07 12:31:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1740.20 loss:-0.01986 fps:1860 +frame:9.22e+06 wall_t:4958 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.559 +2026-01-07 12:31:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1740.34 loss:-0.01919 fps:1860 +frame:9.23e+06 wall_t:4963 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.479 +2026-01-07 12:31:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1740.46 loss:-0.01848 fps:1860 +frame:9.24e+06 wall_t:4967 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.359 +2026-01-07 12:31:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1740.60 loss:-0.01877 fps:1861 +frame:9.25e+06 wall_t:4971 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.485 +2026-01-07 12:31:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1752.00 total_reward_ma:1740.84 loss:-0.01994 fps:1861 +frame:9.26e+06 wall_t:4976 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.577 +2026-01-07 12:31:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1740.92 loss:-0.02083 fps:1861 +frame:9.27e+06 wall_t:4980 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.592 +2026-01-07 12:31:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1722.00 total_reward_ma:1740.68 loss:-0.02064 fps:1862 +frame:9.28e+06 wall_t:4985 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.58 +2026-01-07 12:31:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1704.00 total_reward_ma:1740.50 loss:-0.02018 fps:1862 +frame:9.29e+06 wall_t:4989 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.639 +2026-01-07 12:31:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1740.20 loss:-0.01962 fps:1863 +frame:9.30e+06 wall_t:4993 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.519 +2026-01-07 12:32:00 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1684.00 total_reward_ma:1739.80 loss:-0.01959 fps:1863 +frame:9.31e+06 wall_t:4998 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.493 +2026-01-07 12:32:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1674.00 total_reward_ma:1739.36 loss:-0.02119 fps:1863 +frame:9.32e+06 wall_t:5002 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.529 +2026-01-07 12:32:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1668.00 total_reward_ma:1738.80 loss:-0.02012 fps:1863 +frame:9.33e+06 wall_t:5008 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.555 +2026-01-07 12:32:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1680.00 total_reward_ma:1738.52 loss:-0.01902 fps:1863 +frame:9.34e+06 wall_t:5013 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.533 +2026-01-07 12:32:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1738.38 loss:-0.01902 fps:1864 +frame:9.35e+06 wall_t:5017 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.513 +2026-01-07 12:32:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1700.00 total_reward_ma:1738.10 loss:-0.01848 fps:1864 +frame:9.36e+06 wall_t:5022 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.501 +2026-01-07 12:32:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1737.82 loss:-0.01811 fps:1864 +frame:9.37e+06 wall_t:5027 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.392 +2026-01-07 12:32:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1737.60 loss:-0.01862 fps:1864 +frame:9.38e+06 wall_t:5032 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.435 +2026-01-07 12:32:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1737.68 loss:-0.01853 fps:1865 +frame:9.39e+06 wall_t:5036 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.464 +2026-01-07 12:32:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1737.68 loss:-0.01887 fps:1865 +frame:9.40e+06 wall_t:5041 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.368 +2026-01-07 12:32:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1737.86 loss:-0.01901 fps:1865 +frame:9.41e+06 wall_t:5046 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.464 +2026-01-07 12:32:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1738.04 loss:-0.01874 fps:1865 +frame:9.42e+06 wall_t:5050 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.604 +2026-01-07 12:32:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1738.16 loss:-0.01964 fps:1865 +frame:9.43e+06 wall_t:5055 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.453 +2026-01-07 12:33:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1738.28 loss:-0.01797 fps:1866 +frame:9.44e+06 wall_t:5059 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.529 +2026-01-07 12:33:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1738.36 loss:-0.02069 fps:1866 +frame:9.45e+06 wall_t:5064 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.585 +2026-01-07 12:33:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1738.16 loss:-0.02028 fps:1866 +frame:9.46e+06 wall_t:5069 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.511 +2026-01-07 12:33:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1737.88 loss:-0.01881 fps:1866 +frame:9.47e+06 wall_t:5074 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.508 +2026-01-07 12:33:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1712.00 total_reward_ma:1737.36 loss:-0.01872 fps:1867 +frame:9.48e+06 wall_t:5078 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.495 +2026-01-07 12:33:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1714.00 total_reward_ma:1736.98 loss:-0.01725 fps:1867 +frame:9.49e+06 wall_t:5083 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.479 +2026-01-07 12:33:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1736.82 loss:-0.01781 fps:1868 +frame:9.50e+06 wall_t:5087 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.457 +2026-01-07 12:33:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1736.70 loss:-0.01874 fps:1868 +frame:9.51e+06 wall_t:5092 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.45 +2026-01-07 12:33:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1736.68 loss:-0.01778 fps:1868 +frame:9.52e+06 wall_t:5096 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.385 +2026-01-07 12:33:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1736.68 loss:-0.01852 fps:1868 +frame:9.53e+06 wall_t:5101 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.395 +2026-01-07 12:33:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1736.74 loss:-0.01862 fps:1869 +frame:9.54e+06 wall_t:5105 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.529 +2026-01-07 12:33:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1736.90 loss:-0.01738 fps:1869 +frame:9.55e+06 wall_t:5110 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.437 +2026-01-07 12:33:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1736.94 loss:-0.01725 fps:1869 +frame:9.56e+06 wall_t:5114 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.359 +2026-01-07 12:34:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1736.98 loss:-0.0178 fps:1870 +frame:9.57e+06 wall_t:5119 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.541 +2026-01-07 12:34:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1737.02 loss:-0.01793 fps:1870 +frame:9.58e+06 wall_t:5124 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.426 +2026-01-07 12:34:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1737.08 loss:-0.01689 fps:1870 +frame:9.59e+06 wall_t:5129 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.446 +2026-01-07 12:34:16 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1737.44 loss:-0.01739 fps:1870 +frame:9.60e+06 wall_t:5133 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.436 +2026-01-07 12:34:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1737.76 loss:-0.01877 fps:1870 +frame:9.61e+06 wall_t:5138 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.425 +2026-01-07 12:34:25 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1738.20 loss:-0.01702 fps:1871 +frame:9.62e+06 wall_t:5143 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.627 +2026-01-07 12:34:30 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1738.56 loss:-0.01752 fps:1871 +frame:9.63e+06 wall_t:5147 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.472 +2026-01-07 12:34:35 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1739.02 loss:-0.01749 fps:1871 +frame:9.64e+06 wall_t:5152 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.558 +2026-01-07 12:34:39 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1739.38 loss:-0.01922 fps:1871 +frame:9.65e+06 wall_t:5157 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.646 +2026-01-07 12:34:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1752.00 total_reward_ma:1739.68 loss:-0.01836 fps:1872 +frame:9.66e+06 wall_t:5161 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.605 +2026-01-07 12:34:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1739.88 loss:-0.01942 fps:1872 +frame:9.67e+06 wall_t:5166 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.708 +2026-01-07 12:34:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1739.80 loss:-0.01818 fps:1872 +frame:9.68e+06 wall_t:5170 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.638 +2026-01-07 12:34:57 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1739.48 loss:-0.01885 fps:1873 +frame:9.69e+06 wall_t:5174 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.572 +2026-01-07 12:35:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1739.24 loss:-0.01738 fps:1873 +frame:9.70e+06 wall_t:5179 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.449 +2026-01-07 12:35:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1726.00 total_reward_ma:1738.88 loss:-0.01614 fps:1873 +frame:9.71e+06 wall_t:5184 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.453 +2026-01-07 12:35:10 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1738.60 loss:-0.01719 fps:1874 +frame:9.72e+06 wall_t:5188 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.526 +2026-01-07 12:35:14 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1714.00 total_reward_ma:1738.12 loss:-0.01723 fps:1874 +frame:9.73e+06 wall_t:5192 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.488 +2026-01-07 12:35:19 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1737.84 loss:-0.01655 fps:1874 +frame:9.74e+06 wall_t:5197 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.399 +2026-01-07 12:35:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1737.52 loss:-0.01699 fps:1875 +frame:9.75e+06 wall_t:5201 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.523 +2026-01-07 12:35:28 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1744.00 total_reward_ma:1737.46 loss:-0.01691 fps:1875 +frame:9.76e+06 wall_t:5206 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.584 +2026-01-07 12:35:33 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1737.52 loss:-0.01695 fps:1875 +frame:9.77e+06 wall_t:5210 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.503 +2026-01-07 12:35:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1737.58 loss:-0.01643 fps:1875 +frame:9.78e+06 wall_t:5216 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.455 +2026-01-07 12:35:43 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1737.72 loss:-0.01633 fps:1875 +frame:9.79e+06 wall_t:5221 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.476 +2026-01-07 12:35:47 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1737.74 loss:-0.01595 fps:1876 +frame:9.80e+06 wall_t:5225 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.448 +2026-01-07 12:35:52 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1737.60 loss:-0.01742 fps:1876 +frame:9.81e+06 wall_t:5230 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.506 +2026-01-07 12:35:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1737.56 loss:-0.01665 fps:1876 +frame:9.82e+06 wall_t:5234 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.509 +2026-01-07 12:36:01 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1737.34 loss:-0.01598 fps:1876 +frame:9.83e+06 wall_t:5239 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.52 +2026-01-07 12:36:06 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1728.00 total_reward_ma:1737.06 loss:-0.0161 fps:1876 +frame:9.84e+06 wall_t:5244 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.451 +2026-01-07 12:36:11 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1736.96 loss:-0.01617 fps:1877 +frame:9.85e+06 wall_t:5248 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.463 +2026-01-07 12:36:15 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1736.92 loss:-0.01604 fps:1877 +frame:9.86e+06 wall_t:5253 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.394 +2026-01-07 12:36:20 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1736.76 loss:-0.01612 fps:1877 +frame:9.87e+06 wall_t:5258 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.584 +2026-01-07 12:36:24 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1736.62 loss:-0.01659 fps:1878 +frame:9.88e+06 wall_t:5262 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.621 +2026-01-07 12:36:29 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1736.46 loss:-0.01599 fps:1878 +frame:9.89e+06 wall_t:5267 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.481 +2026-01-07 12:36:34 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1734.00 total_reward_ma:1736.22 loss:-0.01588 fps:1878 +frame:9.90e+06 wall_t:5271 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.525 +2026-01-07 12:36:38 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1714.00 total_reward_ma:1735.78 loss:-0.01478 fps:1878 +frame:9.91e+06 wall_t:5276 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.446 +2026-01-07 12:36:42 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1735.10 loss:-0.01428 fps:1879 +frame:9.92e+06 wall_t:5279 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.428 +2026-01-07 12:36:45 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1708.00 total_reward_ma:1734.50 loss:-0.01439 fps:1880 +frame:9.93e+06 wall_t:5282 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.435 +2026-01-07 12:36:48 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1724.00 total_reward_ma:1734.04 loss:-0.01497 fps:1881 +frame:9.94e+06 wall_t:5285 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.475 +2026-01-07 12:36:51 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1732.00 total_reward_ma:1733.64 loss:-0.01428 fps:1882 +frame:9.95e+06 wall_t:5288 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.519 +2026-01-07 12:36:53 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1736.00 total_reward_ma:1733.28 loss:-0.01479 fps:1882 +frame:9.96e+06 wall_t:5291 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.52 +2026-01-07 12:36:56 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1748.00 total_reward_ma:1733.08 loss:-0.01492 fps:1883 +frame:9.97e+06 wall_t:5294 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.565 +2026-01-07 12:36:59 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1754.00 total_reward_ma:1732.88 loss:-0.01459 fps:1884 +frame:9.98e+06 wall_t:5297 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.466 +2026-01-07 12:37:02 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1732.54 loss:-0.01459 fps:1885 +frame:9.99e+06 wall_t:5300 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.567 +2026-01-07 12:37:05 | INFO | PID:1855 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_kangaroo_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1732.30 loss:-0.0143 fps:1886 +frame:1.00e+07 wall_t:5303 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.516 +2026-01-07 12:37:05 | INFO | PID:1855 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s3.log b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..649ac2139e33bfdc5ac0d27b8dde71d792a81eeb --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 11:08:40 | INFO | PID:1856 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:08:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:40.00 total_reward_ma:40.00 loss:-0.02741 fps:769.2 +frame:1.00e+04 wall_t:13 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.82 +2026-01-07 11:09:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:55.00 total_reward_ma:47.50 loss:-0.02853 fps:1000 +frame:2.00e+04 wall_t:20 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.83 +2026-01-07 11:09:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:50.00 total_reward_ma:48.33 loss:-0.03127 fps:1200 +frame:3.00e+04 wall_t:25 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.815 +2026-01-07 11:09:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:45.00 total_reward_ma:47.50 loss:-0.03335 fps:1290 +frame:4.00e+04 wall_t:31 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.808 +2026-01-07 11:09:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:52.00 total_reward_ma:48.40 loss:-0.03592 fps:1351 +frame:5.00e+04 wall_t:37 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.82 +2026-01-07 11:09:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:40.00 total_reward_ma:47.00 loss:-0.03597 fps:1395 +frame:6.00e+04 wall_t:43 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.805 +2026-01-07 11:09:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:36.00 total_reward_ma:45.43 loss:-0.03208 fps:1458 +frame:7.00e+04 wall_t:48 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.819 +2026-01-07 11:09:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:44.00 total_reward_ma:45.25 loss:-0.03352 fps:1481 +frame:8.00e+04 wall_t:54 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.811 +2026-01-07 11:09:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:46.22 loss:-0.0321 fps:1500 +frame:9.00e+04 wall_t:60 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.822 +2026-01-07 11:09:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:60.00 total_reward_ma:47.60 loss:-0.03323 fps:1515 +frame:1.00e+05 wall_t:66 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.817 +2026-01-07 11:09:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:70.00 total_reward_ma:49.64 loss:-0.03295 fps:1549 +frame:1.10e+05 wall_t:71 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.74 +2026-01-07 11:09:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:76.00 total_reward_ma:51.83 loss:-0.03018 fps:1558 +frame:1.20e+05 wall_t:77 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.718 +2026-01-07 11:10:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:82.00 total_reward_ma:54.15 loss:-0.03087 fps:1566 +frame:1.30e+05 wall_t:83 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.721 +2026-01-07 11:10:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:80.00 total_reward_ma:56.00 loss:-0.03286 fps:1573 +frame:1.40e+05 wall_t:89 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.726 +2026-01-07 11:10:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:57.07 loss:-0.03224 fps:1579 +frame:1.50e+05 wall_t:95 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.736 +2026-01-07 11:10:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:66.00 total_reward_ma:57.62 loss:-0.0341 fps:1600 +frame:1.60e+05 wall_t:100 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.755 +2026-01-07 11:10:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:60.00 total_reward_ma:57.76 loss:-0.03255 fps:1604 +frame:1.70e+05 wall_t:106 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.747 +2026-01-07 11:10:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:57.56 loss:-0.03818 fps:1622 +frame:1.80e+05 wall_t:111 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.721 +2026-01-07 11:10:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:57.37 loss:-0.03261 fps:1624 +frame:1.90e+05 wall_t:117 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.725 +2026-01-07 11:10:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:58.00 total_reward_ma:57.40 loss:-0.03581 fps:1626 +frame:2.00e+05 wall_t:123 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.717 +2026-01-07 11:10:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:52.00 total_reward_ma:57.14 loss:-0.03424 fps:1628 +frame:2.10e+05 wall_t:129 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.733 +2026-01-07 11:10:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:57.00 loss:-0.0317 fps:1642 +frame:2.20e+05 wall_t:134 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.717 +2026-01-07 11:11:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:62.00 total_reward_ma:57.22 loss:-0.0335 fps:1643 +frame:2.30e+05 wall_t:140 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.7 +2026-01-07 11:11:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:62.00 total_reward_ma:57.42 loss:-0.03461 fps:1633 +frame:2.40e+05 wall_t:147 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.701 +2026-01-07 11:11:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:62.00 total_reward_ma:57.60 loss:-0.03153 fps:1634 +frame:2.50e+05 wall_t:153 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.656 +2026-01-07 11:11:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:70.00 total_reward_ma:58.08 loss:-0.03204 fps:1646 +frame:2.60e+05 wall_t:158 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.645 +2026-01-07 11:11:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:59.26 loss:-0.03296 fps:1656 +frame:2.70e+05 wall_t:163 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.673 +2026-01-07 11:11:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:86.00 total_reward_ma:60.21 loss:-0.03258 fps:1657 +frame:2.80e+05 wall_t:169 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.601 +2026-01-07 11:11:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:96.00 total_reward_ma:61.45 loss:-0.031 fps:1657 +frame:2.90e+05 wall_t:175 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.666 +2026-01-07 11:11:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:98.00 total_reward_ma:62.67 loss:-0.0399 fps:1657 +frame:3.00e+05 wall_t:181 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.64 +2026-01-07 11:11:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:78.00 total_reward_ma:63.16 loss:-0.0302 fps:1658 +frame:3.10e+05 wall_t:187 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.576 +2026-01-07 11:11:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:64.06 loss:-0.02811 fps:1658 +frame:3.20e+05 wall_t:193 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.597 +2026-01-07 11:12:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:86.00 total_reward_ma:64.73 loss:-0.03463 fps:1667 +frame:3.30e+05 wall_t:198 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.584 +2026-01-07 11:12:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:84.00 total_reward_ma:65.29 loss:-0.03387 fps:1667 +frame:3.40e+05 wall_t:204 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.613 +2026-01-07 11:12:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:66.00 loss:-0.03226 fps:1675 +frame:3.50e+05 wall_t:209 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.652 +2026-01-07 11:12:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:66.67 loss:-0.03028 fps:1674 +frame:3.60e+05 wall_t:215 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.623 +2026-01-07 11:12:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:96.00 total_reward_ma:67.46 loss:-0.04187 fps:1682 +frame:3.70e+05 wall_t:220 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.629 +2026-01-07 11:12:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:68.32 loss:-0.03238 fps:1681 +frame:3.80e+05 wall_t:226 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.589 +2026-01-07 11:12:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:69.23 loss:-0.0304 fps:1681 +frame:3.90e+05 wall_t:232 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.532 +2026-01-07 11:12:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:106.00 total_reward_ma:70.15 loss:-0.03032 fps:1681 +frame:4.00e+05 wall_t:238 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.558 +2026-01-07 11:12:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:70.88 loss:-0.03086 fps:1680 +frame:4.10e+05 wall_t:244 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.534 +2026-01-07 11:12:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:114.00 total_reward_ma:71.90 loss:-0.03225 fps:1680 +frame:4.20e+05 wall_t:250 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.433 +2026-01-07 11:12:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:114.00 total_reward_ma:72.88 loss:-0.03073 fps:1686 +frame:4.30e+05 wall_t:255 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.474 +2026-01-07 11:13:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:126.00 total_reward_ma:74.09 loss:-0.03471 fps:1686 +frame:4.40e+05 wall_t:261 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.474 +2026-01-07 11:13:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:136.00 total_reward_ma:75.47 loss:-0.03648 fps:1692 +frame:4.50e+05 wall_t:266 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.466 +2026-01-07 11:13:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:118.00 total_reward_ma:76.39 loss:-0.02941 fps:1691 +frame:4.60e+05 wall_t:272 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.399 +2026-01-07 11:13:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:116.00 total_reward_ma:77.23 loss:-0.0286 fps:1697 +frame:4.70e+05 wall_t:277 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.383 +2026-01-07 11:13:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:77.79 loss:-0.03616 fps:1696 +frame:4.80e+05 wall_t:283 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.397 +2026-01-07 11:13:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:78.24 loss:-0.02837 fps:1690 +frame:4.90e+05 wall_t:290 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.392 +2026-01-07 11:13:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:78.76 loss:-0.03398 fps:1695 +frame:5.00e+05 wall_t:295 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.459 +2026-01-07 11:13:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:82.00 total_reward_ma:78.82 loss:-0.03029 fps:1694 +frame:5.10e+05 wall_t:301 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.443 +2026-01-07 11:13:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:79.04 loss:-0.02959 fps:1699 +frame:5.20e+05 wall_t:306 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.472 +2026-01-07 11:13:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:79.28 loss:-0.03026 fps:1704 +frame:5.30e+05 wall_t:311 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.478 +2026-01-07 11:13:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:96.00 total_reward_ma:79.59 loss:-0.03137 fps:1703 +frame:5.40e+05 wall_t:317 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.446 +2026-01-07 11:14:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:79.78 loss:-0.03287 fps:1703 +frame:5.50e+05 wall_t:323 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.44 +2026-01-07 11:14:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:102.00 total_reward_ma:80.18 loss:-0.03023 fps:1697 +frame:5.60e+05 wall_t:330 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.514 +2026-01-07 11:14:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:80.00 total_reward_ma:80.18 loss:-0.03482 fps:1701 +frame:5.70e+05 wall_t:335 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.463 +2026-01-07 11:14:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:78.00 total_reward_ma:80.14 loss:-0.0328 fps:1701 +frame:5.80e+05 wall_t:341 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.48 +2026-01-07 11:14:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:80.00 total_reward_ma:80.14 loss:-0.0319 fps:1700 +frame:5.90e+05 wall_t:347 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.528 +2026-01-07 11:14:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:76.00 total_reward_ma:80.07 loss:-0.03851 fps:1705 +frame:6.00e+05 wall_t:352 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.464 +2026-01-07 11:14:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:70.00 total_reward_ma:79.90 loss:-0.04042 fps:1704 +frame:6.10e+05 wall_t:358 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.531 +2026-01-07 11:14:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:62.00 total_reward_ma:79.61 loss:-0.03091 fps:1703 +frame:6.20e+05 wall_t:364 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.418 +2026-01-07 11:14:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:79.52 loss:-0.03106 fps:1703 +frame:6.30e+05 wall_t:370 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.425 +2026-01-07 11:14:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:64.00 total_reward_ma:79.28 loss:-0.03613 fps:1702 +frame:6.40e+05 wall_t:376 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.411 +2026-01-07 11:15:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:79.20 loss:-0.02865 fps:1702 +frame:6.50e+05 wall_t:382 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.437 +2026-01-07 11:15:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:84.00 total_reward_ma:79.27 loss:-0.02907 fps:1705 +frame:6.60e+05 wall_t:387 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.421 +2026-01-07 11:15:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:78.00 total_reward_ma:79.25 loss:-0.03968 fps:1705 +frame:6.70e+05 wall_t:393 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.507 +2026-01-07 11:15:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:64.00 total_reward_ma:79.03 loss:-0.02783 fps:1704 +frame:6.80e+05 wall_t:399 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.38 +2026-01-07 11:15:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:78.93 loss:-0.02959 fps:1708 +frame:6.90e+05 wall_t:404 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.428 +2026-01-07 11:15:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:86.00 total_reward_ma:79.03 loss:-0.03872 fps:1711 +frame:7.00e+05 wall_t:409 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.372 +2026-01-07 11:15:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:79.21 loss:-0.03584 fps:1711 +frame:7.10e+05 wall_t:415 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.307 +2026-01-07 11:15:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:79.42 loss:-0.03849 fps:1710 +frame:7.20e+05 wall_t:421 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.428 +2026-01-07 11:15:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:110.00 total_reward_ma:79.84 loss:-0.03007 fps:1710 +frame:7.30e+05 wall_t:427 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.355 +2026-01-07 11:15:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:108.00 total_reward_ma:80.22 loss:-0.03244 fps:1713 +frame:7.40e+05 wall_t:432 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.322 +2026-01-07 11:16:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:112.00 total_reward_ma:80.64 loss:-0.0285 fps:1712 +frame:7.50e+05 wall_t:438 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.294 +2026-01-07 11:16:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:80.95 loss:-0.02746 fps:1708 +frame:7.60e+05 wall_t:445 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.289 +2026-01-07 11:16:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:110.00 total_reward_ma:81.32 loss:-0.02548 fps:1711 +frame:7.70e+05 wall_t:450 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.287 +2026-01-07 11:16:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:112.00 total_reward_ma:81.72 loss:-0.03351 fps:1711 +frame:7.80e+05 wall_t:456 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.256 +2026-01-07 11:16:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:108.00 total_reward_ma:82.05 loss:-0.02979 fps:1714 +frame:7.90e+05 wall_t:461 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.318 +2026-01-07 11:16:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:116.00 total_reward_ma:82.47 loss:-0.02931 fps:1713 +frame:8.00e+05 wall_t:467 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.234 +2026-01-07 11:16:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:108.00 total_reward_ma:82.79 loss:-0.02888 fps:1716 +frame:8.10e+05 wall_t:472 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.212 +2026-01-07 11:16:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:83.05 loss:-0.02769 fps:1715 +frame:8.20e+05 wall_t:478 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.282 +2026-01-07 11:16:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:120.00 total_reward_ma:83.49 loss:-0.03655 fps:1715 +frame:8.30e+05 wall_t:484 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.258 +2026-01-07 11:16:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:106.00 total_reward_ma:83.76 loss:-0.0286 fps:1718 +frame:8.40e+05 wall_t:489 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.164 +2026-01-07 11:16:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:84.00 loss:-0.02748 fps:1717 +frame:8.50e+05 wall_t:495 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.141 +2026-01-07 11:17:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:112.00 total_reward_ma:84.33 loss:-0.02603 fps:1723 +frame:8.60e+05 wall_t:499 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.187 +2026-01-07 11:17:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:84.55 loss:-0.02742 fps:1723 +frame:8.70e+05 wall_t:505 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.134 +2026-01-07 11:17:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:84.66 loss:-0.02797 fps:1722 +frame:8.80e+05 wall_t:511 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.144 +2026-01-07 11:17:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:110.00 total_reward_ma:84.94 loss:-0.0306 fps:1721 +frame:8.90e+05 wall_t:517 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.234 +2026-01-07 11:17:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:112.00 total_reward_ma:85.24 loss:-0.0326 fps:1718 +frame:9.00e+05 wall_t:524 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.156 +2026-01-07 11:17:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:104.00 total_reward_ma:85.45 loss:-0.02676 fps:1717 +frame:9.10e+05 wall_t:530 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.057 +2026-01-07 11:17:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:85.50 loss:-0.03629 fps:1716 +frame:9.20e+05 wall_t:536 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.154 +2026-01-07 11:17:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:80.00 total_reward_ma:85.44 loss:-0.02804 fps:1716 +frame:9.30e+05 wall_t:542 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.248 +2026-01-07 11:17:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:85.30 loss:-0.03081 fps:1718 +frame:9.40e+05 wall_t:547 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.156 +2026-01-07 11:17:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:85.16 loss:-0.02895 fps:1715 +frame:9.50e+05 wall_t:554 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.191 +2026-01-07 11:18:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:85.02 loss:-0.0267 fps:1714 +frame:9.60e+05 wall_t:560 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.219 +2026-01-07 11:18:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:78.00 total_reward_ma:84.95 loss:-0.02854 fps:1717 +frame:9.70e+05 wall_t:565 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.222 +2026-01-07 11:18:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:98.00 total_reward_ma:85.08 loss:-0.02791 fps:1716 +frame:9.80e+05 wall_t:571 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.205 +2026-01-07 11:18:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:98.00 total_reward_ma:85.21 loss:-0.02825 fps:1716 +frame:9.90e+05 wall_t:577 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.311 +2026-01-07 11:18:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:96.00 total_reward_ma:85.32 loss:-0.03017 fps:1718 +frame:1.00e+06 wall_t:582 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.245 +2026-01-07 11:18:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:85.84 loss:-0.02562 fps:1718 +frame:1.01e+06 wall_t:588 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.07 +2026-01-07 11:18:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:86.19 loss:-0.0367 fps:1720 +frame:1.02e+06 wall_t:593 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.234 +2026-01-07 11:18:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:76.00 total_reward_ma:86.45 loss:-0.03 fps:1720 +frame:1.03e+06 wall_t:599 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.261 +2026-01-07 11:18:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:64.00 total_reward_ma:86.64 loss:-0.03045 fps:1719 +frame:1.04e+06 wall_t:605 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.255 +2026-01-07 11:18:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:86.66 loss:-0.03138 fps:1718 +frame:1.05e+06 wall_t:611 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.289 +2026-01-07 11:18:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:42.00 total_reward_ma:86.68 loss:-0.02858 fps:1718 +frame:1.06e+06 wall_t:617 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.187 +2026-01-07 11:19:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:44.00 total_reward_ma:86.76 loss:-0.03075 fps:1717 +frame:1.07e+06 wall_t:623 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.229 +2026-01-07 11:19:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:38.00 total_reward_ma:86.70 loss:-0.02886 fps:1720 +frame:1.08e+06 wall_t:628 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.275 +2026-01-07 11:19:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:50.00 total_reward_ma:86.66 loss:-0.04043 fps:1722 +frame:1.09e+06 wall_t:633 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.129 +2026-01-07 11:19:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:58.00 total_reward_ma:86.64 loss:-0.03056 fps:1719 +frame:1.10e+06 wall_t:640 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.244 +2026-01-07 11:19:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:86.68 loss:-0.04147 fps:1721 +frame:1.11e+06 wall_t:645 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.304 +2026-01-07 11:19:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:76.00 total_reward_ma:86.68 loss:-0.04112 fps:1720 +frame:1.12e+06 wall_t:651 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.292 +2026-01-07 11:19:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:80.00 total_reward_ma:86.66 loss:-0.03837 fps:1723 +frame:1.13e+06 wall_t:656 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.21 +2026-01-07 11:19:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:86.60 loss:-0.03312 fps:1725 +frame:1.14e+06 wall_t:661 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.234 +2026-01-07 11:19:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:70.00 total_reward_ma:86.58 loss:-0.04006 fps:1724 +frame:1.15e+06 wall_t:667 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.362 +2026-01-07 11:19:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:58.00 total_reward_ma:86.50 loss:-0.03223 fps:1726 +frame:1.16e+06 wall_t:672 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.332 +2026-01-07 11:20:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:46.00 total_reward_ma:86.36 loss:-0.03321 fps:1726 +frame:1.17e+06 wall_t:678 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.384 +2026-01-07 11:20:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:44.00 total_reward_ma:86.26 loss:-0.03432 fps:1725 +frame:1.18e+06 wall_t:684 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.346 +2026-01-07 11:20:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:46.00 total_reward_ma:86.18 loss:-0.02904 fps:1727 +frame:1.19e+06 wall_t:689 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.316 +2026-01-07 11:20:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:44.00 total_reward_ma:86.04 loss:-0.03986 fps:1727 +frame:1.20e+06 wall_t:695 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.262 +2026-01-07 11:20:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:44.00 total_reward_ma:85.96 loss:-0.03124 fps:1726 +frame:1.21e+06 wall_t:701 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.294 +2026-01-07 11:20:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:62.00 total_reward_ma:86.04 loss:-0.03742 fps:1728 +frame:1.22e+06 wall_t:706 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.169 +2026-01-07 11:20:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:86.14 loss:-0.02976 fps:1728 +frame:1.23e+06 wall_t:712 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.17 +2026-01-07 11:20:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:86.42 loss:-0.03001 fps:1729 +frame:1.24e+06 wall_t:717 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.149 +2026-01-07 11:20:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:84.00 total_reward_ma:86.64 loss:-0.02905 fps:1729 +frame:1.25e+06 wall_t:723 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.149 +2026-01-07 11:20:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:82.00 total_reward_ma:86.76 loss:-0.02632 fps:1728 +frame:1.26e+06 wall_t:729 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.086 +2026-01-07 11:20:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:72.00 total_reward_ma:86.58 loss:-0.02791 fps:1726 +frame:1.27e+06 wall_t:736 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.164 +2026-01-07 11:21:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:66.00 total_reward_ma:86.38 loss:-0.02821 fps:1727 +frame:1.28e+06 wall_t:741 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.228 +2026-01-07 11:21:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:85.96 loss:-0.02929 fps:1727 +frame:1.29e+06 wall_t:747 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.186 +2026-01-07 11:21:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:62.00 total_reward_ma:85.60 loss:-0.02704 fps:1726 +frame:1.30e+06 wall_t:753 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.084 +2026-01-07 11:21:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:66.00 total_reward_ma:85.48 loss:-0.02691 fps:1726 +frame:1.31e+06 wall_t:759 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.021 +2026-01-07 11:21:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:68.00 total_reward_ma:85.24 loss:-0.03706 fps:1725 +frame:1.32e+06 wall_t:765 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.257 +2026-01-07 11:21:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:70.00 total_reward_ma:85.08 loss:-0.02707 fps:1725 +frame:1.33e+06 wall_t:771 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.206 +2026-01-07 11:21:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:84.98 loss:-0.02669 fps:1727 +frame:1.34e+06 wall_t:776 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.163 +2026-01-07 11:21:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:84.82 loss:-0.03219 fps:1726 +frame:1.35e+06 wall_t:782 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.179 +2026-01-07 11:21:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:84.66 loss:-0.02815 fps:1726 +frame:1.36e+06 wall_t:788 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.296 +2026-01-07 11:21:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:76.00 total_reward_ma:84.46 loss:-0.02989 fps:1728 +frame:1.37e+06 wall_t:793 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.262 +2026-01-07 11:22:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:80.00 total_reward_ma:84.26 loss:-0.02983 fps:1729 +frame:1.38e+06 wall_t:798 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.212 +2026-01-07 11:22:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:86.00 total_reward_ma:84.08 loss:-0.02776 fps:1729 +frame:1.39e+06 wall_t:804 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.244 +2026-01-07 11:22:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:83.94 loss:-0.03005 fps:1731 +frame:1.40e+06 wall_t:809 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.14 +2026-01-07 11:22:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:88.00 total_reward_ma:83.82 loss:-0.02847 fps:1728 +frame:1.41e+06 wall_t:816 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.098 +2026-01-07 11:22:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:90.00 total_reward_ma:83.58 loss:-0.02569 fps:1730 +frame:1.42e+06 wall_t:821 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.983 +2026-01-07 11:22:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:98.00 total_reward_ma:83.42 loss:-0.02745 fps:1729 +frame:1.43e+06 wall_t:827 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.983 +2026-01-07 11:22:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:83.08 loss:-0.02508 fps:1731 +frame:1.44e+06 wall_t:832 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.964 +2026-01-07 11:22:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:108.00 total_reward_ma:82.80 loss:-0.038 fps:1730 +frame:1.45e+06 wall_t:838 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.206 +2026-01-07 11:22:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:102.00 total_reward_ma:82.64 loss:-0.03649 fps:1732 +frame:1.46e+06 wall_t:843 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.265 +2026-01-07 11:22:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:112.00 total_reward_ma:82.60 loss:-0.02751 fps:1733 +frame:1.47e+06 wall_t:848 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.225 +2026-01-07 11:22:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:106.00 total_reward_ma:82.62 loss:-0.02663 fps:1733 +frame:1.48e+06 wall_t:854 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.067 +2026-01-07 11:23:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:82.62 loss:-0.02807 fps:1733 +frame:1.49e+06 wall_t:860 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.068 +2026-01-07 11:23:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:82.52 loss:-0.03036 fps:1734 +frame:1.50e+06 wall_t:865 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.17 +2026-01-07 11:23:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:82.64 loss:-0.02926 fps:1734 +frame:1.51e+06 wall_t:871 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.157 +2026-01-07 11:23:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:82.66 loss:-0.02928 fps:1733 +frame:1.52e+06 wall_t:877 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.265 +2026-01-07 11:23:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:86.00 total_reward_ma:82.60 loss:-0.02961 fps:1733 +frame:1.53e+06 wall_t:883 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.068 +2026-01-07 11:23:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:82.64 loss:-0.02826 fps:1734 +frame:1.54e+06 wall_t:888 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.143 +2026-01-07 11:23:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:96.00 total_reward_ma:82.70 loss:-0.03973 fps:1734 +frame:1.55e+06 wall_t:894 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.059 +2026-01-07 11:23:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:98.00 total_reward_ma:82.66 loss:-0.02733 fps:1733 +frame:1.56e+06 wall_t:900 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.082 +2026-01-07 11:23:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:82.80 loss:-0.02906 fps:1735 +frame:1.57e+06 wall_t:905 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.195 +2026-01-07 11:23:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:83.02 loss:-0.02913 fps:1734 +frame:1.58e+06 wall_t:911 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.142 +2026-01-07 11:23:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:96.00 total_reward_ma:83.18 loss:-0.02847 fps:1736 +frame:1.59e+06 wall_t:916 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.092 +2026-01-07 11:24:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:92.00 total_reward_ma:83.34 loss:-0.03776 fps:1735 +frame:1.60e+06 wall_t:922 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.004 +2026-01-07 11:24:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:102.00 total_reward_ma:83.66 loss:-0.02847 fps:1735 +frame:1.61e+06 wall_t:928 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.03 +2026-01-07 11:24:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:84.04 loss:-0.03496 fps:1736 +frame:1.62e+06 wall_t:933 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.344 +2026-01-07 11:24:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:84.24 loss:-0.04413 fps:1738 +frame:1.63e+06 wall_t:938 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.21 +2026-01-07 11:24:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:98.00 total_reward_ma:84.58 loss:-0.03281 fps:1737 +frame:1.64e+06 wall_t:944 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.158 +2026-01-07 11:24:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:94.00 total_reward_ma:84.78 loss:-0.04354 fps:1737 +frame:1.65e+06 wall_t:950 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.345 +2026-01-07 11:24:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:86.00 total_reward_ma:84.80 loss:-0.03655 fps:1736 +frame:1.66e+06 wall_t:956 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.338 +2026-01-07 11:24:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:78.00 total_reward_ma:84.80 loss:-0.03979 fps:1738 +frame:1.67e+06 wall_t:961 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.208 +2026-01-07 11:24:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:78.00 total_reward_ma:84.94 loss:-0.03094 fps:1737 +frame:1.68e+06 wall_t:967 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.279 +2026-01-07 11:24:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:74.00 total_reward_ma:84.96 loss:-0.04332 fps:1737 +frame:1.69e+06 wall_t:973 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.288 +2026-01-07 11:25:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:54.00 total_reward_ma:84.64 loss:-0.03359 fps:1736 +frame:1.70e+06 wall_t:979 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.307 +2026-01-07 11:25:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:48.00 total_reward_ma:84.20 loss:-0.04288 fps:1738 +frame:1.71e+06 wall_t:984 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.266 +2026-01-07 11:25:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:44.00 total_reward_ma:83.70 loss:-0.0438 fps:1737 +frame:1.72e+06 wall_t:990 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.251 +2026-01-07 11:25:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:24.00 total_reward_ma:82.84 loss:-0.02998 fps:1737 +frame:1.73e+06 wall_t:996 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.257 +2026-01-07 11:25:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:30.00 total_reward_ma:82.06 loss:-0.04213 fps:1737 +frame:1.74e+06 wall_t:1002 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.196 +2026-01-07 11:25:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:30.00 total_reward_ma:81.24 loss:-0.02967 fps:1736 +frame:1.75e+06 wall_t:1008 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.284 +2026-01-07 11:25:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:38.00 total_reward_ma:80.58 loss:-0.04395 fps:1737 +frame:1.76e+06 wall_t:1013 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.287 +2026-01-07 11:25:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:48.00 total_reward_ma:79.96 loss:-0.03389 fps:1737 +frame:1.77e+06 wall_t:1019 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.341 +2026-01-07 11:25:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:66.00 total_reward_ma:79.50 loss:-0.03658 fps:1738 +frame:1.78e+06 wall_t:1024 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.33 +2026-01-07 11:25:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:84.00 total_reward_ma:79.26 loss:-0.03573 fps:1738 +frame:1.79e+06 wall_t:1030 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.383 +2026-01-07 11:25:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:100.00 total_reward_ma:79.10 loss:-0.0316 fps:1739 +frame:1.80e+06 wall_t:1035 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.359 +2026-01-07 11:26:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:130.00 total_reward_ma:79.32 loss:-0.03542 fps:1737 +frame:1.81e+06 wall_t:1042 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.316 +2026-01-07 11:26:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:156.00 total_reward_ma:79.84 loss:-0.03694 fps:1738 +frame:1.82e+06 wall_t:1047 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.343 +2026-01-07 11:26:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:182.00 total_reward_ma:80.46 loss:-0.03357 fps:1738 +frame:1.83e+06 wall_t:1053 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.302 +2026-01-07 11:26:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:236.00 total_reward_ma:81.76 loss:-0.03797 fps:1739 +frame:1.84e+06 wall_t:1058 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.385 +2026-01-07 11:26:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:278.00 total_reward_ma:83.50 loss:-0.03559 fps:1739 +frame:1.85e+06 wall_t:1064 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.378 +2026-01-07 11:26:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:338.00 total_reward_ma:85.76 loss:-0.03869 fps:1740 +frame:1.86e+06 wall_t:1069 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.293 +2026-01-07 11:26:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:372.00 total_reward_ma:88.44 loss:-0.03748 fps:1740 +frame:1.87e+06 wall_t:1075 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.285 +2026-01-07 11:26:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:436.00 total_reward_ma:91.86 loss:-0.03753 fps:1741 +frame:1.88e+06 wall_t:1080 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.317 +2026-01-07 11:26:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:480.00 total_reward_ma:95.56 loss:-0.03745 fps:1740 +frame:1.89e+06 wall_t:1086 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.271 +2026-01-07 11:26:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:512.00 total_reward_ma:99.56 loss:-0.03511 fps:1740 +frame:1.90e+06 wall_t:1092 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.094 +2026-01-07 11:27:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:552.00 total_reward_ma:104.04 loss:-0.03598 fps:1740 +frame:1.91e+06 wall_t:1098 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.108 +2026-01-07 11:27:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:556.00 total_reward_ma:108.70 loss:-0.03523 fps:1739 +frame:1.92e+06 wall_t:1104 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.238 +2026-01-07 11:27:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:580.00 total_reward_ma:113.70 loss:-0.03401 fps:1739 +frame:1.93e+06 wall_t:1110 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.178 +2026-01-07 11:27:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:574.00 total_reward_ma:118.72 loss:-0.03691 fps:1740 +frame:1.94e+06 wall_t:1115 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.134 +2026-01-07 11:27:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:562.00 total_reward_ma:123.62 loss:-0.03763 fps:1740 +frame:1.95e+06 wall_t:1121 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.901 +2026-01-07 11:27:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:562.00 total_reward_ma:128.52 loss:-0.0333 fps:1741 +frame:1.96e+06 wall_t:1126 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.011 +2026-01-07 11:27:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:566.00 total_reward_ma:133.40 loss:-0.03495 fps:1742 +frame:1.97e+06 wall_t:1131 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.008 +2026-01-07 11:27:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:582.00 total_reward_ma:138.24 loss:-0.033 fps:1741 +frame:1.98e+06 wall_t:1137 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.998 +2026-01-07 11:27:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:590.00 total_reward_ma:143.16 loss:-0.03221 fps:1743 +frame:1.99e+06 wall_t:1142 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.98 +2026-01-07 11:27:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:622.00 total_reward_ma:148.42 loss:-0.03469 fps:1742 +frame:2.00e+06 wall_t:1148 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.032 +2026-01-07 11:27:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:646.00 total_reward_ma:153.96 loss:-0.03802 fps:1742 +frame:2.01e+06 wall_t:1154 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.086 +2026-01-07 11:28:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:660.00 total_reward_ma:159.66 loss:-0.03567 fps:1741 +frame:2.02e+06 wall_t:1160 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.989 +2026-01-07 11:28:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:676.00 total_reward_ma:165.66 loss:-0.03524 fps:1741 +frame:2.03e+06 wall_t:1166 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.033 +2026-01-07 11:28:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:686.00 total_reward_ma:171.88 loss:-0.03452 fps:1742 +frame:2.04e+06 wall_t:1171 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.019 +2026-01-07 11:28:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:684.00 total_reward_ma:178.18 loss:-0.03317 fps:1742 +frame:2.05e+06 wall_t:1177 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.892 +2026-01-07 11:28:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:702.00 total_reward_ma:184.78 loss:-0.03105 fps:1741 +frame:2.06e+06 wall_t:1183 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.92 +2026-01-07 11:28:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:716.00 total_reward_ma:191.50 loss:-0.03459 fps:1742 +frame:2.07e+06 wall_t:1188 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.978 +2026-01-07 11:28:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:730.00 total_reward_ma:198.42 loss:-0.03457 fps:1744 +frame:2.08e+06 wall_t:1193 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.948 +2026-01-07 11:28:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:746.00 total_reward_ma:205.38 loss:-0.03561 fps:1743 +frame:2.09e+06 wall_t:1199 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.075 +2026-01-07 11:28:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:762.00 total_reward_ma:212.42 loss:-0.03348 fps:1743 +frame:2.10e+06 wall_t:1205 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.873 +2026-01-07 11:28:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:776.00 total_reward_ma:219.44 loss:-0.03423 fps:1744 +frame:2.11e+06 wall_t:1210 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.899 +2026-01-07 11:28:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:788.00 total_reward_ma:226.56 loss:-0.03363 fps:1743 +frame:2.12e+06 wall_t:1216 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.883 +2026-01-07 11:29:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:790.00 total_reward_ma:233.66 loss:-0.03258 fps:1743 +frame:2.13e+06 wall_t:1222 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.933 +2026-01-07 11:29:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:828.00 total_reward_ma:241.20 loss:-0.03437 fps:1744 +frame:2.14e+06 wall_t:1227 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.905 +2026-01-07 11:29:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:830.00 total_reward_ma:248.80 loss:-0.03497 fps:1745 +frame:2.15e+06 wall_t:1232 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.993 +2026-01-07 11:29:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:878.00 total_reward_ma:257.00 loss:-0.03253 fps:1745 +frame:2.16e+06 wall_t:1238 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.008 +2026-01-07 11:29:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:928.00 total_reward_ma:265.82 loss:-0.03403 fps:1744 +frame:2.17e+06 wall_t:1244 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.091 +2026-01-07 11:29:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:960.00 total_reward_ma:274.98 loss:-0.0343 fps:1744 +frame:2.18e+06 wall_t:1250 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.982 +2026-01-07 11:29:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1008.00 total_reward_ma:284.60 loss:-0.03252 fps:1744 +frame:2.19e+06 wall_t:1256 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.885 +2026-01-07 11:29:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:986.00 total_reward_ma:294.02 loss:-0.03432 fps:1745 +frame:2.20e+06 wall_t:1261 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.041 +2026-01-07 11:29:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1018.00 total_reward_ma:303.76 loss:-0.03346 fps:1744 +frame:2.21e+06 wall_t:1267 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.904 +2026-01-07 11:29:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:994.00 total_reward_ma:313.08 loss:-0.03318 fps:1744 +frame:2.22e+06 wall_t:1273 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.909 +2026-01-07 11:30:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:990.00 total_reward_ma:322.26 loss:-0.0306 fps:1745 +frame:2.23e+06 wall_t:1278 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.044 +2026-01-07 11:30:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:984.00 total_reward_ma:331.20 loss:-0.03085 fps:1745 +frame:2.24e+06 wall_t:1284 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.934 +2026-01-07 11:30:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:978.00 total_reward_ma:340.14 loss:-0.03517 fps:1744 +frame:2.25e+06 wall_t:1290 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.94 +2026-01-07 11:30:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:990.00 total_reward_ma:349.22 loss:-0.03329 fps:1744 +frame:2.26e+06 wall_t:1296 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.977 +2026-01-07 11:30:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1042.00 total_reward_ma:358.92 loss:-0.03401 fps:1743 +frame:2.27e+06 wall_t:1302 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2 +2026-01-07 11:30:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1054.00 total_reward_ma:368.80 loss:-0.03241 fps:1743 +frame:2.28e+06 wall_t:1308 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.868 +2026-01-07 11:30:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1114.00 total_reward_ma:379.40 loss:-0.03012 fps:1743 +frame:2.29e+06 wall_t:1314 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.852 +2026-01-07 11:30:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1144.00 total_reward_ma:390.22 loss:-0.02757 fps:1744 +frame:2.30e+06 wall_t:1319 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.879 +2026-01-07 11:30:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1164.00 total_reward_ma:401.20 loss:-0.02878 fps:1745 +frame:2.31e+06 wall_t:1324 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.799 +2026-01-07 11:30:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1238.00 total_reward_ma:412.90 loss:-0.03141 fps:1744 +frame:2.32e+06 wall_t:1330 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.811 +2026-01-07 11:30:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1306.00 total_reward_ma:425.26 loss:-0.02925 fps:1745 +frame:2.33e+06 wall_t:1335 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.876 +2026-01-07 11:31:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1396.00 total_reward_ma:438.48 loss:-0.03188 fps:1745 +frame:2.34e+06 wall_t:1341 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.748 +2026-01-07 11:31:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1494.00 total_reward_ma:452.68 loss:-0.02972 fps:1745 +frame:2.35e+06 wall_t:1347 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.854 +2026-01-07 11:31:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1532.00 total_reward_ma:467.26 loss:-0.03357 fps:1744 +frame:2.36e+06 wall_t:1353 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.86 +2026-01-07 11:31:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1618.00 total_reward_ma:482.68 loss:-0.03054 fps:1745 +frame:2.37e+06 wall_t:1358 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.737 +2026-01-07 11:31:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1708.00 total_reward_ma:498.96 loss:-0.03049 fps:1746 +frame:2.38e+06 wall_t:1363 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.877 +2026-01-07 11:31:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1788.00 total_reward_ma:515.98 loss:-0.03259 fps:1746 +frame:2.39e+06 wall_t:1369 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.844 +2026-01-07 11:31:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1854.00 total_reward_ma:533.60 loss:-0.03106 fps:1747 +frame:2.40e+06 wall_t:1374 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.841 +2026-01-07 11:31:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1898.00 total_reward_ma:551.70 loss:-0.03165 fps:1746 +frame:2.41e+06 wall_t:1380 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.883 +2026-01-07 11:31:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1964.00 total_reward_ma:570.44 loss:-0.02979 fps:1747 +frame:2.42e+06 wall_t:1385 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.822 +2026-01-07 11:31:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1964.00 total_reward_ma:589.10 loss:-0.03074 fps:1747 +frame:2.43e+06 wall_t:1391 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.744 +2026-01-07 11:31:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2014.00 total_reward_ma:608.32 loss:-0.02802 fps:1747 +frame:2.44e+06 wall_t:1397 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.766 +2026-01-07 11:32:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:1998.00 total_reward_ma:627.22 loss:-0.02629 fps:1746 +frame:2.45e+06 wall_t:1403 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.815 +2026-01-07 11:32:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2076.00 total_reward_ma:646.96 loss:-0.02819 fps:1747 +frame:2.46e+06 wall_t:1408 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.848 +2026-01-07 11:32:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2062.00 total_reward_ma:666.46 loss:-0.0285 fps:1747 +frame:2.47e+06 wall_t:1414 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.865 +2026-01-07 11:32:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2110.00 total_reward_ma:686.50 loss:-0.02707 fps:1748 +frame:2.48e+06 wall_t:1419 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.805 +2026-01-07 11:32:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2116.00 total_reward_ma:706.66 loss:-0.03229 fps:1749 +frame:2.49e+06 wall_t:1424 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.756 +2026-01-07 11:32:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2210.00 total_reward_ma:727.82 loss:-0.03045 fps:1748 +frame:2.50e+06 wall_t:1430 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.872 +2026-01-07 11:32:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2326.00 total_reward_ma:750.14 loss:-0.031 fps:1748 +frame:2.51e+06 wall_t:1436 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.751 +2026-01-07 11:32:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2356.00 total_reward_ma:772.78 loss:-0.02703 fps:1748 +frame:2.52e+06 wall_t:1442 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.842 +2026-01-07 11:32:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2440.00 total_reward_ma:796.32 loss:-0.02967 fps:1747 +frame:2.53e+06 wall_t:1448 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.798 +2026-01-07 11:32:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2524.00 total_reward_ma:820.56 loss:-0.0282 fps:1747 +frame:2.54e+06 wall_t:1454 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.8 +2026-01-07 11:33:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2644.00 total_reward_ma:846.04 loss:-0.03012 fps:1747 +frame:2.55e+06 wall_t:1460 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.74 +2026-01-07 11:33:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2762.00 total_reward_ma:872.68 loss:-0.0288 fps:1747 +frame:2.56e+06 wall_t:1465 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.755 +2026-01-07 11:33:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2850.00 total_reward_ma:900.24 loss:-0.02502 fps:1748 +frame:2.57e+06 wall_t:1470 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.735 +2026-01-07 11:33:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:2942.00 total_reward_ma:928.66 loss:-0.02307 fps:1748 +frame:2.58e+06 wall_t:1476 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.676 +2026-01-07 11:33:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3094.00 total_reward_ma:958.64 loss:-0.02685 fps:1748 +frame:2.59e+06 wall_t:1482 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.821 +2026-01-07 11:33:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3156.00 total_reward_ma:989.28 loss:-0.02667 fps:1748 +frame:2.60e+06 wall_t:1487 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.718 +2026-01-07 11:33:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3368.00 total_reward_ma:1021.94 loss:-0.02294 fps:1748 +frame:2.61e+06 wall_t:1493 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.704 +2026-01-07 11:33:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3516.00 total_reward_ma:1056.10 loss:-0.02565 fps:1749 +frame:2.62e+06 wall_t:1498 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.672 +2026-01-07 11:33:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3634.00 total_reward_ma:1091.50 loss:-0.02727 fps:1749 +frame:2.63e+06 wall_t:1504 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.748 +2026-01-07 11:33:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3838.00 total_reward_ma:1128.90 loss:-0.02508 fps:1748 +frame:2.64e+06 wall_t:1510 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.679 +2026-01-07 11:33:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3934.00 total_reward_ma:1167.30 loss:-0.02311 fps:1749 +frame:2.65e+06 wall_t:1515 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.694 +2026-01-07 11:34:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:3934.00 total_reward_ma:1205.78 loss:-0.0214 fps:1749 +frame:2.66e+06 wall_t:1521 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.629 +2026-01-07 11:34:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4114.00 total_reward_ma:1246.14 loss:-0.02325 fps:1750 +frame:2.67e+06 wall_t:1526 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.693 +2026-01-07 11:34:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4200.00 total_reward_ma:1287.36 loss:-0.02654 fps:1749 +frame:2.68e+06 wall_t:1532 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.62 +2026-01-07 11:34:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4410.00 total_reward_ma:1330.72 loss:-0.02365 fps:1749 +frame:2.69e+06 wall_t:1538 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.744 +2026-01-07 11:34:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4520.00 total_reward_ma:1375.38 loss:-0.02667 fps:1749 +frame:2.70e+06 wall_t:1544 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.829 +2026-01-07 11:34:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4590.00 total_reward_ma:1420.80 loss:-0.02605 fps:1748 +frame:2.71e+06 wall_t:1550 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.768 +2026-01-07 11:34:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4570.00 total_reward_ma:1466.06 loss:-0.02719 fps:1748 +frame:2.72e+06 wall_t:1556 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.794 +2026-01-07 11:34:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4572.00 total_reward_ma:1511.54 loss:-0.02632 fps:1749 +frame:2.73e+06 wall_t:1561 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.625 +2026-01-07 11:34:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4712.00 total_reward_ma:1558.36 loss:-0.02601 fps:1750 +frame:2.74e+06 wall_t:1566 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.566 +2026-01-07 11:34:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4926.00 total_reward_ma:1607.32 loss:-0.02286 fps:1749 +frame:2.75e+06 wall_t:1572 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.746 +2026-01-07 11:35:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5116.00 total_reward_ma:1658.10 loss:-0.02193 fps:1749 +frame:2.76e+06 wall_t:1578 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.683 +2026-01-07 11:35:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5112.00 total_reward_ma:1708.74 loss:-0.0249 fps:1750 +frame:2.77e+06 wall_t:1583 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.664 +2026-01-07 11:35:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5192.00 total_reward_ma:1760.00 loss:-0.02693 fps:1748 +frame:2.78e+06 wall_t:1590 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.77 +2026-01-07 11:35:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5218.00 total_reward_ma:1811.34 loss:-0.02546 fps:1748 +frame:2.79e+06 wall_t:1596 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.71 +2026-01-07 11:35:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5178.00 total_reward_ma:1862.12 loss:-0.02373 fps:1749 +frame:2.80e+06 wall_t:1601 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.709 +2026-01-07 11:35:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5148.00 total_reward_ma:1912.30 loss:-0.02634 fps:1749 +frame:2.81e+06 wall_t:1607 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.546 +2026-01-07 11:35:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5184.00 total_reward_ma:1962.58 loss:-0.02374 fps:1749 +frame:2.82e+06 wall_t:1612 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.481 +2026-01-07 11:35:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5208.00 total_reward_ma:2012.84 loss:-0.02511 fps:1749 +frame:2.83e+06 wall_t:1618 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.689 +2026-01-07 11:35:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5164.00 total_reward_ma:2062.12 loss:-0.0256 fps:1749 +frame:2.84e+06 wall_t:1624 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.694 +2026-01-07 11:35:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5192.00 total_reward_ma:2111.26 loss:-0.02437 fps:1748 +frame:2.85e+06 wall_t:1630 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.526 +2026-01-07 11:35:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5186.00 total_reward_ma:2159.74 loss:-0.02285 fps:1749 +frame:2.86e+06 wall_t:1635 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.7 +2026-01-07 11:36:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5202.00 total_reward_ma:2208.04 loss:-0.02456 fps:1749 +frame:2.87e+06 wall_t:1641 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.586 +2026-01-07 11:36:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5162.00 total_reward_ma:2255.30 loss:-0.02177 fps:1750 +frame:2.88e+06 wall_t:1646 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.613 +2026-01-07 11:36:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5098.00 total_reward_ma:2301.48 loss:-0.02663 fps:1749 +frame:2.89e+06 wall_t:1652 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.591 +2026-01-07 11:36:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5128.00 total_reward_ma:2347.64 loss:-0.02646 fps:1749 +frame:2.90e+06 wall_t:1658 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.657 +2026-01-07 11:36:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5098.00 total_reward_ma:2393.10 loss:-0.0199 fps:1750 +frame:2.91e+06 wall_t:1663 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.614 +2026-01-07 11:36:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5006.00 total_reward_ma:2437.60 loss:-0.02477 fps:1751 +frame:2.92e+06 wall_t:1668 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.591 +2026-01-07 11:36:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:4972.00 total_reward_ma:2481.52 loss:-0.02368 fps:1750 +frame:2.93e+06 wall_t:1674 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.674 +2026-01-07 11:36:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5004.00 total_reward_ma:2525.82 loss:-0.01991 fps:1751 +frame:2.94e+06 wall_t:1679 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.524 +2026-01-07 11:36:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5158.00 total_reward_ma:2571.78 loss:-0.02044 fps:1751 +frame:2.95e+06 wall_t:1685 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.54 +2026-01-07 11:36:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5192.00 total_reward_ma:2618.08 loss:-0.02287 fps:1751 +frame:2.96e+06 wall_t:1690 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.63 +2026-01-07 11:36:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5152.00 total_reward_ma:2663.94 loss:-0.02098 fps:1751 +frame:2.97e+06 wall_t:1696 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.475 +2026-01-07 11:37:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5296.00 total_reward_ma:2711.08 loss:-0.02032 fps:1752 +frame:2.98e+06 wall_t:1701 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.51 +2026-01-07 11:37:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5296.00 total_reward_ma:2758.14 loss:-0.02152 fps:1753 +frame:2.99e+06 wall_t:1706 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.41 +2026-01-07 11:37:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5498.00 total_reward_ma:2806.90 loss:-0.0221 fps:1752 +frame:3.00e+06 wall_t:1712 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.581 +2026-01-07 11:37:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5570.00 total_reward_ma:2856.14 loss:-0.02211 fps:1752 +frame:3.01e+06 wall_t:1718 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.388 +2026-01-07 11:37:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5609.00 total_reward_ma:2905.63 loss:-0.02235 fps:1753 +frame:3.02e+06 wall_t:1723 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.514 +2026-01-07 11:37:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5669.00 total_reward_ma:2955.56 loss:-0.01944 fps:1752 +frame:3.03e+06 wall_t:1729 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.476 +2026-01-07 11:37:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5791.00 total_reward_ma:3006.61 loss:-0.01897 fps:1752 +frame:3.04e+06 wall_t:1735 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.436 +2026-01-07 11:37:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5919.00 total_reward_ma:3058.96 loss:-0.01416 fps:1753 +frame:3.05e+06 wall_t:1740 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.576 +2026-01-07 11:37:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:5961.00 total_reward_ma:3111.55 loss:-0.01993 fps:1753 +frame:3.06e+06 wall_t:1746 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.48 +2026-01-07 11:37:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6195.00 total_reward_ma:3166.34 loss:-0.01963 fps:1752 +frame:3.07e+06 wall_t:1752 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.469 +2026-01-07 11:37:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6277.00 total_reward_ma:3221.81 loss:-0.01951 fps:1753 +frame:3.08e+06 wall_t:1757 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.491 +2026-01-07 11:38:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6243.00 total_reward_ma:3276.78 loss:-0.02155 fps:1753 +frame:3.09e+06 wall_t:1763 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.408 +2026-01-07 11:38:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6455.00 total_reward_ma:3333.71 loss:-0.02384 fps:1753 +frame:3.10e+06 wall_t:1768 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.464 +2026-01-07 11:38:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6555.00 total_reward_ma:3391.50 loss:-0.01902 fps:1753 +frame:3.11e+06 wall_t:1774 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.437 +2026-01-07 11:38:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6833.00 total_reward_ma:3451.95 loss:-0.02115 fps:1754 +frame:3.12e+06 wall_t:1779 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.452 +2026-01-07 11:38:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6885.00 total_reward_ma:3512.90 loss:-0.01826 fps:1754 +frame:3.13e+06 wall_t:1785 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.431 +2026-01-07 11:38:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6987.00 total_reward_ma:3574.49 loss:-0.01911 fps:1754 +frame:3.14e+06 wall_t:1790 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.398 +2026-01-07 11:38:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6991.00 total_reward_ma:3636.10 loss:-0.01638 fps:1754 +frame:3.15e+06 wall_t:1796 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.448 +2026-01-07 11:38:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6969.00 total_reward_ma:3697.01 loss:-0.02195 fps:1755 +frame:3.16e+06 wall_t:1801 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.461 +2026-01-07 11:38:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7019.00 total_reward_ma:3757.92 loss:-0.01944 fps:1754 +frame:3.17e+06 wall_t:1807 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.368 +2026-01-07 11:38:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6927.00 total_reward_ma:3817.59 loss:-0.01895 fps:1754 +frame:3.18e+06 wall_t:1813 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.392 +2026-01-07 11:39:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6961.00 total_reward_ma:3877.12 loss:-0.0182 fps:1755 +frame:3.19e+06 wall_t:1818 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.515 +2026-01-07 11:39:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7015.00 total_reward_ma:3937.41 loss:-0.02299 fps:1754 +frame:3.20e+06 wall_t:1824 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.54 +2026-01-07 11:39:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7001.00 total_reward_ma:3997.24 loss:-0.01599 fps:1754 +frame:3.21e+06 wall_t:1830 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.497 +2026-01-07 11:39:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7069.00 total_reward_ma:4057.99 loss:-0.02129 fps:1754 +frame:3.22e+06 wall_t:1836 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.574 +2026-01-07 11:39:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6981.00 total_reward_ma:4117.90 loss:-0.02159 fps:1754 +frame:3.23e+06 wall_t:1842 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.497 +2026-01-07 11:39:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6981.00 total_reward_ma:4177.87 loss:-0.01847 fps:1754 +frame:3.24e+06 wall_t:1847 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.42 +2026-01-07 11:39:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7016.00 total_reward_ma:4238.25 loss:-0.0196 fps:1754 +frame:3.25e+06 wall_t:1853 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.583 +2026-01-07 11:39:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6866.00 total_reward_ma:4297.01 loss:-0.01932 fps:1755 +frame:3.26e+06 wall_t:1858 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.588 +2026-01-07 11:39:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6926.00 total_reward_ma:4355.85 loss:-0.02077 fps:1754 +frame:3.27e+06 wall_t:1864 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.571 +2026-01-07 11:39:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6890.00 total_reward_ma:4414.21 loss:-0.022 fps:1755 +frame:3.28e+06 wall_t:1869 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.489 +2026-01-07 11:39:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6796.00 total_reward_ma:4471.03 loss:-0.02204 fps:1755 +frame:3.29e+06 wall_t:1875 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.578 +2026-01-07 11:40:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6790.00 total_reward_ma:4527.49 loss:-0.02034 fps:1754 +frame:3.30e+06 wall_t:1881 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.472 +2026-01-07 11:40:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6817.00 total_reward_ma:4584.02 loss:-0.0175 fps:1755 +frame:3.31e+06 wall_t:1886 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.453 +2026-01-07 11:40:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6763.00 total_reward_ma:4639.27 loss:-0.02203 fps:1755 +frame:3.32e+06 wall_t:1892 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.341 +2026-01-07 11:40:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6763.00 total_reward_ma:4693.84 loss:-0.01592 fps:1755 +frame:3.33e+06 wall_t:1897 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.237 +2026-01-07 11:40:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:6825.00 total_reward_ma:4748.13 loss:-0.01743 fps:1755 +frame:3.34e+06 wall_t:1903 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.478 +2026-01-07 11:40:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7023.00 total_reward_ma:4803.42 loss:-0.02136 fps:1755 +frame:3.35e+06 wall_t:1909 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.568 +2026-01-07 11:40:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7209.00 total_reward_ma:4860.19 loss:-0.01841 fps:1755 +frame:3.36e+06 wall_t:1915 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.505 +2026-01-07 11:40:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7129.00 total_reward_ma:4915.30 loss:-0.0152 fps:1754 +frame:3.37e+06 wall_t:1921 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.383 +2026-01-07 11:40:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7089.00 total_reward_ma:4969.11 loss:-0.01586 fps:1754 +frame:3.38e+06 wall_t:1927 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.393 +2026-01-07 11:40:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7217.00 total_reward_ma:5023.40 loss:-0.01937 fps:1755 +frame:3.39e+06 wall_t:1932 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.473 +2026-01-07 11:41:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7281.00 total_reward_ma:5077.67 loss:-0.01929 fps:1754 +frame:3.40e+06 wall_t:1938 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.406 +2026-01-07 11:41:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7137.00 total_reward_ma:5130.06 loss:-0.01894 fps:1754 +frame:3.41e+06 wall_t:1944 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.448 +2026-01-07 11:41:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7159.00 total_reward_ma:5182.01 loss:-0.01791 fps:1755 +frame:3.42e+06 wall_t:1949 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.435 +2026-01-07 11:41:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7273.00 total_reward_ma:5235.10 loss:-0.01255 fps:1754 +frame:3.43e+06 wall_t:1955 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.348 +2026-01-07 11:41:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7235.00 total_reward_ma:5287.31 loss:-0.01715 fps:1755 +frame:3.44e+06 wall_t:1960 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.473 +2026-01-07 11:41:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7213.00 total_reward_ma:5339.46 loss:-0.01854 fps:1755 +frame:3.45e+06 wall_t:1966 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.517 +2026-01-07 11:41:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7315.00 total_reward_ma:5391.85 loss:-0.01517 fps:1755 +frame:3.46e+06 wall_t:1972 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.389 +2026-01-07 11:41:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7353.00 total_reward_ma:5444.76 loss:-0.01645 fps:1755 +frame:3.47e+06 wall_t:1977 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.43 +2026-01-07 11:41:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7337.00 total_reward_ma:5497.03 loss:-0.01775 fps:1755 +frame:3.48e+06 wall_t:1983 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.587 +2026-01-07 11:41:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7551.00 total_reward_ma:5551.38 loss:-0.0148 fps:1755 +frame:3.49e+06 wall_t:1989 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.483 +2026-01-07 11:41:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7555.00 total_reward_ma:5604.83 loss:-0.0196 fps:1755 +frame:3.50e+06 wall_t:1994 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.437 +2026-01-07 11:42:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7511.00 total_reward_ma:5656.68 loss:-0.01908 fps:1755 +frame:3.51e+06 wall_t:2000 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.608 +2026-01-07 11:42:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7595.00 total_reward_ma:5709.07 loss:-0.0213 fps:1755 +frame:3.52e+06 wall_t:2006 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.471 +2026-01-07 11:42:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7675.00 total_reward_ma:5761.42 loss:-0.02113 fps:1754 +frame:3.53e+06 wall_t:2012 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.453 +2026-01-07 11:42:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7763.00 total_reward_ma:5813.81 loss:-0.01974 fps:1755 +frame:3.54e+06 wall_t:2017 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.448 +2026-01-07 11:42:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7830.00 total_reward_ma:5865.67 loss:-0.02057 fps:1755 +frame:3.55e+06 wall_t:2023 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.529 +2026-01-07 11:42:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7786.00 total_reward_ma:5915.91 loss:-0.02141 fps:1755 +frame:3.56e+06 wall_t:2029 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.519 +2026-01-07 11:42:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7820.00 total_reward_ma:5965.61 loss:-0.01927 fps:1755 +frame:3.57e+06 wall_t:2034 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.494 +2026-01-07 11:42:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7856.00 total_reward_ma:6014.75 loss:-0.01643 fps:1755 +frame:3.58e+06 wall_t:2040 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.536 +2026-01-07 11:42:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7760.00 total_reward_ma:6061.41 loss:-0.01853 fps:1756 +frame:3.59e+06 wall_t:2045 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.353 +2026-01-07 11:42:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7808.00 total_reward_ma:6107.93 loss:-0.02041 fps:1754 +frame:3.60e+06 wall_t:2052 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.451 +2026-01-07 11:43:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7944.00 total_reward_ma:6153.69 loss:-0.02063 fps:1754 +frame:3.61e+06 wall_t:2058 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.508 +2026-01-07 11:43:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7922.00 total_reward_ma:6197.75 loss:-0.02221 fps:1755 +frame:3.62e+06 wall_t:2063 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.551 +2026-01-07 11:43:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7964.00 total_reward_ma:6241.05 loss:-0.02344 fps:1754 +frame:3.63e+06 wall_t:2069 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.655 +2026-01-07 11:43:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:7944.00 total_reward_ma:6282.11 loss:-0.02207 fps:1755 +frame:3.64e+06 wall_t:2074 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.509 +2026-01-07 11:43:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8068.00 total_reward_ma:6323.45 loss:-0.02363 fps:1755 +frame:3.65e+06 wall_t:2080 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.549 +2026-01-07 11:43:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8228.00 total_reward_ma:6366.39 loss:-0.01814 fps:1755 +frame:3.66e+06 wall_t:2085 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.58 +2026-01-07 11:43:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8228.00 total_reward_ma:6407.53 loss:-0.02405 fps:1755 +frame:3.67e+06 wall_t:2091 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.594 +2026-01-07 11:43:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8278.00 total_reward_ma:6448.31 loss:-0.02399 fps:1756 +frame:3.68e+06 wall_t:2096 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.592 +2026-01-07 11:43:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8262.00 total_reward_ma:6486.83 loss:-0.01991 fps:1755 +frame:3.69e+06 wall_t:2102 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.423 +2026-01-07 11:43:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8286.00 total_reward_ma:6524.49 loss:-0.02286 fps:1755 +frame:3.70e+06 wall_t:2108 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.629 +2026-01-07 11:43:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8382.00 total_reward_ma:6562.41 loss:-0.02232 fps:1756 +frame:3.71e+06 wall_t:2113 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.594 +2026-01-07 11:44:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8316.00 total_reward_ma:6599.87 loss:-0.02056 fps:1756 +frame:3.72e+06 wall_t:2119 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.576 +2026-01-07 11:44:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8412.00 total_reward_ma:6638.27 loss:-0.02219 fps:1755 +frame:3.73e+06 wall_t:2125 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.57 +2026-01-07 11:44:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8420.00 total_reward_ma:6675.35 loss:-0.02464 fps:1756 +frame:3.74e+06 wall_t:2130 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.531 +2026-01-07 11:44:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8462.00 total_reward_ma:6710.71 loss:-0.01632 fps:1756 +frame:3.75e+06 wall_t:2136 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.481 +2026-01-07 11:44:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8506.00 total_reward_ma:6744.61 loss:-0.0224 fps:1756 +frame:3.76e+06 wall_t:2141 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.571 +2026-01-07 11:44:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8440.00 total_reward_ma:6777.89 loss:-0.02022 fps:1756 +frame:3.77e+06 wall_t:2147 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.505 +2026-01-07 11:44:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8502.00 total_reward_ma:6810.99 loss:-0.01969 fps:1756 +frame:3.78e+06 wall_t:2153 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.377 +2026-01-07 11:44:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8490.00 total_reward_ma:6843.71 loss:-0.02038 fps:1755 +frame:3.79e+06 wall_t:2159 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.587 +2026-01-07 11:44:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8370.00 total_reward_ma:6875.63 loss:-0.01421 fps:1756 +frame:3.80e+06 wall_t:2164 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.383 +2026-01-07 11:44:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8488.00 total_reward_ma:6909.03 loss:-0.02127 fps:1757 +frame:3.81e+06 wall_t:2169 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.505 +2026-01-07 11:44:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8482.00 total_reward_ma:6942.01 loss:-0.01992 fps:1756 +frame:3.82e+06 wall_t:2175 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.55 +2026-01-07 11:45:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8518.00 total_reward_ma:6975.11 loss:-0.01858 fps:1755 +frame:3.83e+06 wall_t:2182 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.454 +2026-01-07 11:45:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8450.00 total_reward_ma:7007.97 loss:-0.02184 fps:1755 +frame:3.84e+06 wall_t:2188 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.556 +2026-01-07 11:45:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8372.00 total_reward_ma:7039.77 loss:-0.02294 fps:1756 +frame:3.85e+06 wall_t:2193 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.516 +2026-01-07 11:45:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8436.00 total_reward_ma:7072.27 loss:-0.02134 fps:1755 +frame:3.86e+06 wall_t:2199 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.442 +2026-01-07 11:45:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8510.00 total_reward_ma:7105.35 loss:-0.02281 fps:1756 +frame:3.87e+06 wall_t:2204 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.391 +2026-01-07 11:45:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8560.00 total_reward_ma:7139.33 loss:-0.02494 fps:1756 +frame:3.88e+06 wall_t:2210 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.543 +2026-01-07 11:45:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8472.00 total_reward_ma:7173.07 loss:-0.02124 fps:1755 +frame:3.89e+06 wall_t:2216 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.466 +2026-01-07 11:45:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8556.00 total_reward_ma:7207.35 loss:-0.02331 fps:1755 +frame:3.90e+06 wall_t:2222 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.495 +2026-01-07 11:45:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8462.00 total_reward_ma:7240.99 loss:-0.01818 fps:1756 +frame:3.91e+06 wall_t:2227 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.633 +2026-01-07 11:45:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8486.00 total_reward_ma:7275.79 loss:-0.01978 fps:1755 +frame:3.92e+06 wall_t:2233 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.497 +2026-01-07 11:46:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8538.00 total_reward_ma:7311.45 loss:-0.02007 fps:1756 +frame:3.93e+06 wall_t:2238 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.422 +2026-01-07 11:46:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8578.00 total_reward_ma:7347.19 loss:-0.02268 fps:1756 +frame:3.94e+06 wall_t:2244 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.456 +2026-01-07 11:46:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8764.00 total_reward_ma:7383.25 loss:-0.01932 fps:1756 +frame:3.95e+06 wall_t:2250 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.466 +2026-01-07 11:46:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8796.00 total_reward_ma:7419.29 loss:-0.01811 fps:1755 +frame:3.96e+06 wall_t:2256 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.412 +2026-01-07 11:46:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8844.00 total_reward_ma:7456.21 loss:-0.02059 fps:1756 +frame:3.97e+06 wall_t:2261 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.399 +2026-01-07 11:46:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8888.00 total_reward_ma:7492.13 loss:-0.01812 fps:1756 +frame:3.98e+06 wall_t:2267 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.378 +2026-01-07 11:46:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:8924.00 total_reward_ma:7528.41 loss:-0.02319 fps:1755 +frame:3.99e+06 wall_t:2273 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.382 +2026-01-07 11:46:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9082.00 total_reward_ma:7564.25 loss:-0.02144 fps:1755 +frame:4.00e+06 wall_t:2279 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.315 +2026-01-07 11:46:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9136.00 total_reward_ma:7599.91 loss:-0.02206 fps:1755 +frame:4.01e+06 wall_t:2285 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.304 +2026-01-07 11:46:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9136.00 total_reward_ma:7635.18 loss:-0.01855 fps:1755 +frame:4.02e+06 wall_t:2290 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.263 +2026-01-07 11:46:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9182.00 total_reward_ma:7670.31 loss:-0.0219 fps:1755 +frame:4.03e+06 wall_t:2296 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.293 +2026-01-07 11:47:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9182.00 total_reward_ma:7704.22 loss:-0.02245 fps:1756 +frame:4.04e+06 wall_t:2301 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.312 +2026-01-07 11:47:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9388.00 total_reward_ma:7738.91 loss:-0.02204 fps:1756 +frame:4.05e+06 wall_t:2307 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.375 +2026-01-07 11:47:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9422.00 total_reward_ma:7773.52 loss:-0.02003 fps:1755 +frame:4.06e+06 wall_t:2313 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.295 +2026-01-07 11:47:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9490.00 total_reward_ma:7806.47 loss:-0.01654 fps:1755 +frame:4.07e+06 wall_t:2319 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.419 +2026-01-07 11:47:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9586.00 total_reward_ma:7839.56 loss:-0.02169 fps:1756 +frame:4.08e+06 wall_t:2324 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.395 +2026-01-07 11:47:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9644.00 total_reward_ma:7873.57 loss:-0.02434 fps:1755 +frame:4.09e+06 wall_t:2330 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.414 +2026-01-07 11:47:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9726.00 total_reward_ma:7906.28 loss:-0.02018 fps:1756 +frame:4.10e+06 wall_t:2335 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.422 +2026-01-07 11:47:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9658.00 total_reward_ma:7937.31 loss:-0.02054 fps:1756 +frame:4.11e+06 wall_t:2341 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.364 +2026-01-07 11:47:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9658.00 total_reward_ma:7965.56 loss:-0.01984 fps:1756 +frame:4.12e+06 wall_t:2346 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.375 +2026-01-07 11:47:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9720.00 total_reward_ma:7993.91 loss:-0.02023 fps:1756 +frame:4.13e+06 wall_t:2352 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.302 +2026-01-07 11:48:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:9968.00 total_reward_ma:8023.72 loss:-0.02137 fps:1756 +frame:4.14e+06 wall_t:2358 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.403 +2026-01-07 11:48:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10030.00 total_reward_ma:8054.11 loss:-0.01935 fps:1755 +frame:4.15e+06 wall_t:2364 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.33 +2026-01-07 11:48:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10104.00 total_reward_ma:8085.46 loss:-0.02317 fps:1755 +frame:4.16e+06 wall_t:2370 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.339 +2026-01-07 11:48:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10104.00 total_reward_ma:8116.31 loss:-0.02075 fps:1756 +frame:4.17e+06 wall_t:2375 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.356 +2026-01-07 11:48:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10104.00 total_reward_ma:8148.08 loss:-0.0187 fps:1756 +frame:4.18e+06 wall_t:2381 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.321 +2026-01-07 11:48:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10202.00 total_reward_ma:8180.49 loss:-0.02147 fps:1756 +frame:4.19e+06 wall_t:2386 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.314 +2026-01-07 11:48:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10478.00 total_reward_ma:8215.12 loss:-0.01988 fps:1756 +frame:4.20e+06 wall_t:2392 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.173 +2026-01-07 11:48:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10526.00 total_reward_ma:8250.37 loss:-0.02016 fps:1756 +frame:4.21e+06 wall_t:2398 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.25 +2026-01-07 11:48:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10654.00 total_reward_ma:8286.22 loss:-0.02076 fps:1756 +frame:4.22e+06 wall_t:2403 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.236 +2026-01-07 11:48:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10646.00 total_reward_ma:8322.87 loss:-0.02176 fps:1756 +frame:4.23e+06 wall_t:2409 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.252 +2026-01-07 11:48:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10728.00 total_reward_ma:8360.34 loss:-0.01665 fps:1755 +frame:4.24e+06 wall_t:2416 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.302 +2026-01-07 11:49:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10810.00 total_reward_ma:8398.28 loss:-0.02189 fps:1755 +frame:4.25e+06 wall_t:2421 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.326 +2026-01-07 11:49:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10782.00 total_reward_ma:8437.44 loss:-0.02233 fps:1755 +frame:4.26e+06 wall_t:2427 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.298 +2026-01-07 11:49:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10762.00 total_reward_ma:8475.80 loss:-0.02121 fps:1756 +frame:4.27e+06 wall_t:2432 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.258 +2026-01-07 11:49:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10908.00 total_reward_ma:8515.98 loss:-0.0215 fps:1756 +frame:4.28e+06 wall_t:2437 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.336 +2026-01-07 11:49:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10916.00 total_reward_ma:8557.18 loss:-0.02099 fps:1756 +frame:4.29e+06 wall_t:2443 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.403 +2026-01-07 11:49:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10884.00 total_reward_ma:8598.12 loss:-0.02248 fps:1757 +frame:4.30e+06 wall_t:2448 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.391 +2026-01-07 11:49:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10870.00 total_reward_ma:8638.65 loss:-0.02345 fps:1756 +frame:4.31e+06 wall_t:2454 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.38 +2026-01-07 11:49:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:10870.00 total_reward_ma:8679.72 loss:-0.02077 fps:1756 +frame:4.32e+06 wall_t:2460 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.363 +2026-01-07 11:49:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11018.00 total_reward_ma:8722.27 loss:-0.02343 fps:1756 +frame:4.33e+06 wall_t:2466 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.434 +2026-01-07 11:49:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11216.00 total_reward_ma:8766.18 loss:-0.02159 fps:1756 +frame:4.34e+06 wall_t:2472 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.356 +2026-01-07 11:50:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11272.00 total_reward_ma:8808.67 loss:-0.02299 fps:1756 +frame:4.35e+06 wall_t:2477 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.395 +2026-01-07 11:50:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11268.00 total_reward_ma:8849.26 loss:-0.02236 fps:1756 +frame:4.36e+06 wall_t:2483 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.3 +2026-01-07 11:50:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11200.00 total_reward_ma:8889.97 loss:-0.02093 fps:1756 +frame:4.37e+06 wall_t:2488 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.285 +2026-01-07 11:50:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11088.00 total_reward_ma:8929.96 loss:-0.01984 fps:1756 +frame:4.38e+06 wall_t:2494 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.28 +2026-01-07 11:50:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11140.00 total_reward_ma:8969.19 loss:-0.02065 fps:1756 +frame:4.39e+06 wall_t:2500 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.341 +2026-01-07 11:50:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11210.00 total_reward_ma:9008.48 loss:-0.0214 fps:1756 +frame:4.40e+06 wall_t:2506 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.283 +2026-01-07 11:50:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11268.00 total_reward_ma:9049.79 loss:-0.02256 fps:1755 +frame:4.41e+06 wall_t:2513 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.401 +2026-01-07 11:50:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11370.00 total_reward_ma:9091.90 loss:-0.0216 fps:1755 +frame:4.42e+06 wall_t:2518 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.437 +2026-01-07 11:50:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11528.00 total_reward_ma:9134.45 loss:-0.01856 fps:1755 +frame:4.43e+06 wall_t:2524 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.415 +2026-01-07 11:50:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11642.00 total_reward_ma:9178.52 loss:-0.0201 fps:1756 +frame:4.44e+06 wall_t:2529 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.372 +2026-01-07 11:50:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11562.00 total_reward_ma:9222.01 loss:-0.0218 fps:1755 +frame:4.45e+06 wall_t:2535 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.336 +2026-01-07 11:51:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11562.00 total_reward_ma:9264.48 loss:-0.02088 fps:1755 +frame:4.46e+06 wall_t:2541 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.407 +2026-01-07 11:51:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11586.00 total_reward_ma:9306.81 loss:-0.01981 fps:1756 +frame:4.47e+06 wall_t:2546 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.311 +2026-01-07 11:51:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11604.00 total_reward_ma:9349.48 loss:-0.02062 fps:1755 +frame:4.48e+06 wall_t:2552 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.379 +2026-01-07 11:51:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11726.00 total_reward_ma:9391.23 loss:-0.02211 fps:1755 +frame:4.49e+06 wall_t:2558 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.304 +2026-01-07 11:51:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11822.00 total_reward_ma:9433.90 loss:-0.02105 fps:1756 +frame:4.50e+06 wall_t:2563 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.243 +2026-01-07 11:51:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11832.00 total_reward_ma:9477.11 loss:-0.01818 fps:1756 +frame:4.51e+06 wall_t:2569 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.23 +2026-01-07 11:51:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11786.00 total_reward_ma:9519.02 loss:-0.02239 fps:1755 +frame:4.52e+06 wall_t:2575 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.226 +2026-01-07 11:51:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11692.00 total_reward_ma:9559.19 loss:-0.02078 fps:1756 +frame:4.53e+06 wall_t:2580 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.241 +2026-01-07 11:51:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11818.00 total_reward_ma:9599.74 loss:-0.02128 fps:1756 +frame:4.54e+06 wall_t:2586 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.273 +2026-01-07 11:51:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11954.00 total_reward_ma:9640.98 loss:-0.01994 fps:1756 +frame:4.55e+06 wall_t:2591 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.278 +2026-01-07 11:51:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11958.00 total_reward_ma:9682.70 loss:-0.0222 fps:1756 +frame:4.56e+06 wall_t:2597 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.22 +2026-01-07 11:52:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11938.00 total_reward_ma:9723.88 loss:-0.02346 fps:1756 +frame:4.57e+06 wall_t:2602 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.349 +2026-01-07 11:52:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11924.00 total_reward_ma:9764.56 loss:-0.01958 fps:1756 +frame:4.58e+06 wall_t:2608 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.214 +2026-01-07 11:52:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11928.00 total_reward_ma:9806.24 loss:-0.02118 fps:1756 +frame:4.59e+06 wall_t:2614 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.303 +2026-01-07 11:52:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:11952.00 total_reward_ma:9847.68 loss:-0.02342 fps:1756 +frame:4.60e+06 wall_t:2619 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.307 +2026-01-07 11:52:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12178.00 total_reward_ma:9890.02 loss:-0.01971 fps:1756 +frame:4.61e+06 wall_t:2625 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.327 +2026-01-07 11:52:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12216.00 total_reward_ma:9932.96 loss:-0.02081 fps:1757 +frame:4.62e+06 wall_t:2630 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.116 +2026-01-07 11:52:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12222.00 total_reward_ma:9975.54 loss:-0.02114 fps:1756 +frame:4.63e+06 wall_t:2636 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.276 +2026-01-07 11:52:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12346.00 total_reward_ma:10019.56 loss:-0.01978 fps:1757 +frame:4.64e+06 wall_t:2641 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.39 +2026-01-07 11:52:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12404.00 total_reward_ma:10062.92 loss:-0.0202 fps:1757 +frame:4.65e+06 wall_t:2647 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.216 +2026-01-07 11:52:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12464.00 total_reward_ma:10105.28 loss:-0.02384 fps:1757 +frame:4.66e+06 wall_t:2653 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.292 +2026-01-07 11:53:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12538.00 total_reward_ma:10148.38 loss:-0.02285 fps:1757 +frame:4.67e+06 wall_t:2658 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.263 +2026-01-07 11:53:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12568.00 total_reward_ma:10191.28 loss:-0.02221 fps:1757 +frame:4.68e+06 wall_t:2664 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.348 +2026-01-07 11:53:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12528.00 total_reward_ma:10233.94 loss:-0.02424 fps:1757 +frame:4.69e+06 wall_t:2670 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.323 +2026-01-07 11:53:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12570.00 total_reward_ma:10276.78 loss:-0.02152 fps:1757 +frame:4.70e+06 wall_t:2675 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.272 +2026-01-07 11:53:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12568.00 total_reward_ma:10318.64 loss:-0.02008 fps:1757 +frame:4.71e+06 wall_t:2680 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.322 +2026-01-07 11:53:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12622.00 total_reward_ma:10361.70 loss:-0.02102 fps:1757 +frame:4.72e+06 wall_t:2686 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.255 +2026-01-07 11:53:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12730.00 total_reward_ma:10404.88 loss:-0.01907 fps:1757 +frame:4.73e+06 wall_t:2692 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.364 +2026-01-07 11:53:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12738.00 total_reward_ma:10448.06 loss:-0.02064 fps:1757 +frame:4.74e+06 wall_t:2698 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.244 +2026-01-07 11:53:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12714.00 total_reward_ma:10490.58 loss:-0.02163 fps:1757 +frame:4.75e+06 wall_t:2703 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.243 +2026-01-07 11:53:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12714.00 total_reward_ma:10532.66 loss:-0.02045 fps:1757 +frame:4.76e+06 wall_t:2709 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.2 +2026-01-07 11:53:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12692.00 total_reward_ma:10575.18 loss:-0.02135 fps:1756 +frame:4.77e+06 wall_t:2716 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.297 +2026-01-07 11:54:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12830.00 total_reward_ma:10618.46 loss:-0.02094 fps:1757 +frame:4.78e+06 wall_t:2721 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.312 +2026-01-07 11:54:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12794.00 total_reward_ma:10661.50 loss:-0.02236 fps:1757 +frame:4.79e+06 wall_t:2727 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.264 +2026-01-07 11:54:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12938.00 total_reward_ma:10707.18 loss:-0.02184 fps:1757 +frame:4.80e+06 wall_t:2732 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.33 +2026-01-07 11:54:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12940.00 total_reward_ma:10751.70 loss:-0.02403 fps:1757 +frame:4.81e+06 wall_t:2738 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.272 +2026-01-07 11:54:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12960.00 total_reward_ma:10796.48 loss:-0.02062 fps:1757 +frame:4.82e+06 wall_t:2744 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.337 +2026-01-07 11:54:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12910.00 total_reward_ma:10840.40 loss:-0.0208 fps:1757 +frame:4.83e+06 wall_t:2749 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.322 +2026-01-07 11:54:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12948.00 total_reward_ma:10885.38 loss:-0.02136 fps:1757 +frame:4.84e+06 wall_t:2755 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.305 +2026-01-07 11:54:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12996.00 total_reward_ma:10931.62 loss:-0.02372 fps:1757 +frame:4.85e+06 wall_t:2761 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.355 +2026-01-07 11:54:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13034.00 total_reward_ma:10977.60 loss:-0.01984 fps:1756 +frame:4.86e+06 wall_t:2767 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.232 +2026-01-07 11:54:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13062.00 total_reward_ma:11023.12 loss:-0.02148 fps:1757 +frame:4.87e+06 wall_t:2772 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.309 +2026-01-07 11:55:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13124.00 total_reward_ma:11068.76 loss:-0.02005 fps:1756 +frame:4.88e+06 wall_t:2779 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.246 +2026-01-07 11:55:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13084.00 total_reward_ma:11114.88 loss:-0.02337 fps:1756 +frame:4.89e+06 wall_t:2785 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.278 +2026-01-07 11:55:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13160.00 total_reward_ma:11160.92 loss:-0.0198 fps:1756 +frame:4.90e+06 wall_t:2791 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.252 +2026-01-07 11:55:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13152.00 total_reward_ma:11207.82 loss:-0.02013 fps:1756 +frame:4.91e+06 wall_t:2796 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.391 +2026-01-07 11:55:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13172.00 total_reward_ma:11254.68 loss:-0.01842 fps:1756 +frame:4.92e+06 wall_t:2802 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.274 +2026-01-07 11:55:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13220.00 total_reward_ma:11301.50 loss:-0.02302 fps:1756 +frame:4.93e+06 wall_t:2808 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.272 +2026-01-07 11:55:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13382.00 total_reward_ma:11349.54 loss:-0.02122 fps:1756 +frame:4.94e+06 wall_t:2814 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.265 +2026-01-07 11:55:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13358.00 total_reward_ma:11395.48 loss:-0.02375 fps:1756 +frame:4.95e+06 wall_t:2819 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.277 +2026-01-07 11:55:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13278.00 total_reward_ma:11440.30 loss:-0.02255 fps:1756 +frame:4.96e+06 wall_t:2825 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.335 +2026-01-07 11:55:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13310.00 total_reward_ma:11484.96 loss:-0.02146 fps:1756 +frame:4.97e+06 wall_t:2830 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.309 +2026-01-07 11:55:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13222.00 total_reward_ma:11528.30 loss:-0.0225 fps:1756 +frame:4.98e+06 wall_t:2836 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.296 +2026-01-07 11:56:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13216.00 total_reward_ma:11571.22 loss:-0.02303 fps:1756 +frame:4.99e+06 wall_t:2841 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.25 +2026-01-07 11:56:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13174.00 total_reward_ma:11612.14 loss:-0.02343 fps:1756 +frame:5.00e+06 wall_t:2847 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.314 +2026-01-07 11:56:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13202.00 total_reward_ma:11652.80 loss:-0.02042 fps:1756 +frame:5.01e+06 wall_t:2853 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.268 +2026-01-07 11:56:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13226.00 total_reward_ma:11693.70 loss:-0.02038 fps:1756 +frame:5.02e+06 wall_t:2858 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.183 +2026-01-07 11:56:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13208.00 total_reward_ma:11733.96 loss:-0.02248 fps:1757 +frame:5.03e+06 wall_t:2863 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.266 +2026-01-07 11:56:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13130.00 total_reward_ma:11773.44 loss:-0.01925 fps:1757 +frame:5.04e+06 wall_t:2869 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.309 +2026-01-07 11:56:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12984.00 total_reward_ma:11809.40 loss:-0.02083 fps:1757 +frame:5.05e+06 wall_t:2874 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.26 +2026-01-07 11:56:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13020.00 total_reward_ma:11845.38 loss:-0.01866 fps:1756 +frame:5.06e+06 wall_t:2881 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.298 +2026-01-07 11:56:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13074.00 total_reward_ma:11881.22 loss:-0.02167 fps:1756 +frame:5.07e+06 wall_t:2887 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.299 +2026-01-07 11:56:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12922.00 total_reward_ma:11914.58 loss:-0.01899 fps:1757 +frame:5.08e+06 wall_t:2892 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.274 +2026-01-07 11:57:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12780.00 total_reward_ma:11945.94 loss:-0.02377 fps:1756 +frame:5.09e+06 wall_t:2898 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.329 +2026-01-07 11:57:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12770.00 total_reward_ma:11976.38 loss:-0.01789 fps:1756 +frame:5.10e+06 wall_t:2904 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.293 +2026-01-07 11:57:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12764.00 total_reward_ma:12007.44 loss:-0.02271 fps:1756 +frame:5.11e+06 wall_t:2910 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.147 +2026-01-07 11:57:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12760.00 total_reward_ma:12038.46 loss:-0.01943 fps:1756 +frame:5.12e+06 wall_t:2916 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.264 +2026-01-07 11:57:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12778.00 total_reward_ma:12069.04 loss:-0.0232 fps:1756 +frame:5.13e+06 wall_t:2921 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.238 +2026-01-07 11:57:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12800.00 total_reward_ma:12097.36 loss:-0.02249 fps:1755 +frame:5.14e+06 wall_t:2928 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.306 +2026-01-07 11:57:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12738.00 total_reward_ma:12124.44 loss:-0.02308 fps:1755 +frame:5.15e+06 wall_t:2934 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.301 +2026-01-07 11:57:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12820.00 total_reward_ma:12151.60 loss:-0.02026 fps:1755 +frame:5.16e+06 wall_t:2940 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.278 +2026-01-07 11:57:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12896.00 total_reward_ma:12179.52 loss:-0.02109 fps:1756 +frame:5.17e+06 wall_t:2945 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.244 +2026-01-07 11:57:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12884.00 total_reward_ma:12207.32 loss:-0.01998 fps:1755 +frame:5.18e+06 wall_t:2951 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.224 +2026-01-07 11:57:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12870.00 total_reward_ma:12234.00 loss:-0.02433 fps:1755 +frame:5.19e+06 wall_t:2957 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.286 +2026-01-07 11:58:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12776.00 total_reward_ma:12256.98 loss:-0.0198 fps:1756 +frame:5.20e+06 wall_t:2962 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.25 +2026-01-07 11:58:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12790.00 total_reward_ma:12279.62 loss:-0.02224 fps:1755 +frame:5.21e+06 wall_t:2968 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.238 +2026-01-07 11:58:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12790.00 total_reward_ma:12300.98 loss:-0.02192 fps:1755 +frame:5.22e+06 wall_t:2974 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.329 +2026-01-07 11:58:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12778.00 total_reward_ma:12322.30 loss:-0.02018 fps:1755 +frame:5.23e+06 wall_t:2980 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.286 +2026-01-07 11:58:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12860.00 total_reward_ma:12343.62 loss:-0.02009 fps:1755 +frame:5.24e+06 wall_t:2986 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.311 +2026-01-07 11:58:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12762.00 total_reward_ma:12363.14 loss:-0.02297 fps:1755 +frame:5.25e+06 wall_t:2992 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.345 +2026-01-07 11:58:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12746.00 total_reward_ma:12382.78 loss:-0.01746 fps:1755 +frame:5.26e+06 wall_t:2998 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.357 +2026-01-07 11:58:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12700.00 total_reward_ma:12402.16 loss:-0.01829 fps:1754 +frame:5.27e+06 wall_t:3004 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.297 +2026-01-07 11:58:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12670.00 total_reward_ma:12419.78 loss:-0.02294 fps:1755 +frame:5.28e+06 wall_t:3009 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.345 +2026-01-07 11:58:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12488.00 total_reward_ma:12435.50 loss:-0.02385 fps:1755 +frame:5.29e+06 wall_t:3015 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.481 +2026-01-07 11:59:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12512.00 total_reward_ma:12451.78 loss:-0.02078 fps:1755 +frame:5.30e+06 wall_t:3020 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.338 +2026-01-07 11:59:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12516.00 total_reward_ma:12468.24 loss:-0.02271 fps:1755 +frame:5.31e+06 wall_t:3026 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.393 +2026-01-07 11:59:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12504.00 total_reward_ma:12484.58 loss:-0.02204 fps:1755 +frame:5.32e+06 wall_t:3032 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.366 +2026-01-07 11:59:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12436.00 total_reward_ma:12498.76 loss:-0.0217 fps:1755 +frame:5.33e+06 wall_t:3037 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.438 +2026-01-07 11:59:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12384.00 total_reward_ma:12510.44 loss:-0.01978 fps:1755 +frame:5.34e+06 wall_t:3043 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.281 +2026-01-07 11:59:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12216.00 total_reward_ma:12519.88 loss:-0.02071 fps:1755 +frame:5.35e+06 wall_t:3048 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.382 +2026-01-07 11:59:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12204.00 total_reward_ma:12529.24 loss:-0.02244 fps:1755 +frame:5.36e+06 wall_t:3054 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.274 +2026-01-07 11:59:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12132.00 total_reward_ma:12538.56 loss:-0.02105 fps:1755 +frame:5.37e+06 wall_t:3060 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.315 +2026-01-07 11:59:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12132.00 total_reward_ma:12549.00 loss:-0.02152 fps:1755 +frame:5.38e+06 wall_t:3065 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.316 +2026-01-07 11:59:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12202.00 total_reward_ma:12559.62 loss:-0.02058 fps:1755 +frame:5.39e+06 wall_t:3071 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.325 +2026-01-07 11:59:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12324.00 total_reward_ma:12570.76 loss:-0.021 fps:1755 +frame:5.40e+06 wall_t:3077 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.249 +2026-01-07 12:00:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12260.00 total_reward_ma:12580.68 loss:-0.02136 fps:1755 +frame:5.41e+06 wall_t:3082 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.283 +2026-01-07 12:00:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12388.00 total_reward_ma:12590.86 loss:-0.02182 fps:1755 +frame:5.42e+06 wall_t:3088 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.238 +2026-01-07 12:00:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12420.00 total_reward_ma:12599.78 loss:-0.02137 fps:1756 +frame:5.43e+06 wall_t:3093 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.334 +2026-01-07 12:00:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12468.00 total_reward_ma:12608.04 loss:-0.02128 fps:1755 +frame:5.44e+06 wall_t:3099 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.267 +2026-01-07 12:00:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12474.00 total_reward_ma:12617.16 loss:-0.02256 fps:1755 +frame:5.45e+06 wall_t:3105 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.296 +2026-01-07 12:00:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12338.00 total_reward_ma:12624.92 loss:-0.02031 fps:1756 +frame:5.46e+06 wall_t:3110 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.251 +2026-01-07 12:00:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12222.00 total_reward_ma:12631.28 loss:-0.02422 fps:1755 +frame:5.47e+06 wall_t:3116 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.376 +2026-01-07 12:00:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12282.00 total_reward_ma:12638.06 loss:-0.02149 fps:1755 +frame:5.48e+06 wall_t:3122 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.269 +2026-01-07 12:00:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12282.00 total_reward_ma:12643.62 loss:-0.02238 fps:1756 +frame:5.49e+06 wall_t:3127 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.329 +2026-01-07 12:00:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12146.00 total_reward_ma:12646.86 loss:-0.02311 fps:1756 +frame:5.50e+06 wall_t:3133 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.334 +2026-01-07 12:01:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12182.00 total_reward_ma:12650.36 loss:-0.02235 fps:1756 +frame:5.51e+06 wall_t:3138 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.389 +2026-01-07 12:01:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12188.00 total_reward_ma:12654.38 loss:-0.022 fps:1756 +frame:5.52e+06 wall_t:3143 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.371 +2026-01-07 12:01:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12184.00 total_reward_ma:12659.30 loss:-0.02276 fps:1757 +frame:5.53e+06 wall_t:3148 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.325 +2026-01-07 12:01:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12156.00 total_reward_ma:12662.68 loss:-0.02033 fps:1757 +frame:5.54e+06 wall_t:3153 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.165 +2026-01-07 12:01:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12112.00 total_reward_ma:12664.26 loss:-0.02147 fps:1757 +frame:5.55e+06 wall_t:3158 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.323 +2026-01-07 12:01:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12138.00 total_reward_ma:12666.06 loss:-0.02285 fps:1758 +frame:5.56e+06 wall_t:3163 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.336 +2026-01-07 12:01:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12138.00 total_reward_ma:12668.06 loss:-0.02136 fps:1759 +frame:5.57e+06 wall_t:3167 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.403 +2026-01-07 12:01:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12196.00 total_reward_ma:12670.78 loss:-0.02127 fps:1759 +frame:5.58e+06 wall_t:3172 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.301 +2026-01-07 12:01:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12250.00 total_reward_ma:12674.00 loss:-0.02196 fps:1759 +frame:5.59e+06 wall_t:3178 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.311 +2026-01-07 12:01:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12268.00 total_reward_ma:12677.16 loss:-0.02311 fps:1759 +frame:5.60e+06 wall_t:3183 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.328 +2026-01-07 12:01:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12276.00 total_reward_ma:12678.14 loss:-0.02061 fps:1760 +frame:5.61e+06 wall_t:3188 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.341 +2026-01-07 12:01:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12372.00 total_reward_ma:12679.70 loss:-0.02133 fps:1761 +frame:5.62e+06 wall_t:3192 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.396 +2026-01-07 12:01:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12342.00 total_reward_ma:12680.90 loss:-0.02181 fps:1761 +frame:5.63e+06 wall_t:3197 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.244 +2026-01-07 12:02:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12366.00 total_reward_ma:12681.10 loss:-0.02382 fps:1761 +frame:5.64e+06 wall_t:3202 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.331 +2026-01-07 12:02:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12356.00 total_reward_ma:12680.62 loss:-0.02276 fps:1762 +frame:5.65e+06 wall_t:3207 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.31 +2026-01-07 12:02:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12378.00 total_reward_ma:12679.76 loss:-0.02126 fps:1763 +frame:5.66e+06 wall_t:3211 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.211 +2026-01-07 12:02:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12418.00 total_reward_ma:12678.56 loss:-0.02151 fps:1763 +frame:5.67e+06 wall_t:3216 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.307 +2026-01-07 12:02:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12400.00 total_reward_ma:12676.88 loss:-0.01833 fps:1763 +frame:5.68e+06 wall_t:3221 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.272 +2026-01-07 12:02:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12496.00 total_reward_ma:12676.56 loss:-0.01936 fps:1764 +frame:5.69e+06 wall_t:3226 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.345 +2026-01-07 12:02:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12614.00 total_reward_ma:12677.00 loss:-0.0229 fps:1764 +frame:5.70e+06 wall_t:3231 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.336 +2026-01-07 12:02:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12688.00 total_reward_ma:12678.20 loss:-0.02421 fps:1765 +frame:5.71e+06 wall_t:3236 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.296 +2026-01-07 12:02:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12702.00 total_reward_ma:12679.00 loss:-0.02232 fps:1765 +frame:5.72e+06 wall_t:3240 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.184 +2026-01-07 12:02:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12768.00 total_reward_ma:12679.38 loss:-0.02116 fps:1766 +frame:5.73e+06 wall_t:3245 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.188 +2026-01-07 12:02:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12798.00 total_reward_ma:12679.98 loss:-0.02092 fps:1766 +frame:5.74e+06 wall_t:3250 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.213 +2026-01-07 12:02:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12718.00 total_reward_ma:12680.02 loss:-0.01791 fps:1767 +frame:5.75e+06 wall_t:3255 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.228 +2026-01-07 12:03:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12686.00 total_reward_ma:12679.74 loss:-0.01707 fps:1767 +frame:5.76e+06 wall_t:3259 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.298 +2026-01-07 12:03:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12686.00 total_reward_ma:12679.68 loss:-0.02027 fps:1768 +frame:5.77e+06 wall_t:3264 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.229 +2026-01-07 12:03:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12722.00 total_reward_ma:12678.60 loss:-0.02003 fps:1768 +frame:5.78e+06 wall_t:3269 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.316 +2026-01-07 12:03:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12736.00 total_reward_ma:12678.02 loss:-0.02021 fps:1768 +frame:5.79e+06 wall_t:3274 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.253 +2026-01-07 12:03:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12666.00 total_reward_ma:12675.30 loss:-0.01691 fps:1769 +frame:5.80e+06 wall_t:3279 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.243 +2026-01-07 12:03:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12666.00 total_reward_ma:12672.56 loss:-0.02241 fps:1770 +frame:5.81e+06 wall_t:3283 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.272 +2026-01-07 12:03:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12860.00 total_reward_ma:12671.56 loss:-0.02076 fps:1770 +frame:5.82e+06 wall_t:3288 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.169 +2026-01-07 12:03:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12862.00 total_reward_ma:12671.08 loss:-0.02242 fps:1770 +frame:5.83e+06 wall_t:3293 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.264 +2026-01-07 12:03:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12862.00 total_reward_ma:12670.22 loss:-0.02118 fps:1771 +frame:5.84e+06 wall_t:3298 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.258 +2026-01-07 12:03:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12970.00 total_reward_ma:12669.96 loss:-0.02342 fps:1771 +frame:5.85e+06 wall_t:3303 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.284 +2026-01-07 12:03:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13002.00 total_reward_ma:12669.64 loss:-0.02153 fps:1771 +frame:5.86e+06 wall_t:3308 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.239 +2026-01-07 12:03:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12990.00 total_reward_ma:12668.92 loss:-0.01859 fps:1772 +frame:5.87e+06 wall_t:3312 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.227 +2026-01-07 12:03:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13028.00 total_reward_ma:12667.96 loss:-0.02249 fps:1773 +frame:5.88e+06 wall_t:3317 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.296 +2026-01-07 12:04:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13030.00 total_reward_ma:12667.42 loss:-0.02018 fps:1773 +frame:5.89e+06 wall_t:3322 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.324 +2026-01-07 12:04:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13018.00 total_reward_ma:12666.00 loss:-0.02296 fps:1773 +frame:5.90e+06 wall_t:3327 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.271 +2026-01-07 12:04:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13086.00 total_reward_ma:12665.34 loss:-0.02334 fps:1774 +frame:5.91e+06 wall_t:3331 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.393 +2026-01-07 12:04:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13154.00 total_reward_ma:12665.16 loss:-0.02362 fps:1775 +frame:5.92e+06 wall_t:3336 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.396 +2026-01-07 12:04:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13158.00 total_reward_ma:12664.54 loss:-0.02145 fps:1775 +frame:5.93e+06 wall_t:3341 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.355 +2026-01-07 12:04:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13160.00 total_reward_ma:12662.32 loss:-0.02443 fps:1775 +frame:5.94e+06 wall_t:3346 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.248 +2026-01-07 12:04:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13176.00 total_reward_ma:12660.50 loss:-0.0235 fps:1776 +frame:5.95e+06 wall_t:3351 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.313 +2026-01-07 12:04:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13134.00 total_reward_ma:12659.06 loss:-0.02125 fps:1776 +frame:5.96e+06 wall_t:3356 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.423 +2026-01-07 12:04:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13110.00 total_reward_ma:12657.06 loss:-0.02191 fps:1776 +frame:5.97e+06 wall_t:3361 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.425 +2026-01-07 12:04:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13184.00 total_reward_ma:12656.68 loss:-0.02445 fps:1777 +frame:5.98e+06 wall_t:3365 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.332 +2026-01-07 12:04:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13152.00 total_reward_ma:12656.04 loss:-0.0241 fps:1777 +frame:5.99e+06 wall_t:3370 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.399 +2026-01-07 12:04:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12942.00 total_reward_ma:12653.72 loss:-0.02362 fps:1778 +frame:6.00e+06 wall_t:3375 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.312 +2026-01-07 12:05:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13026.00 total_reward_ma:12651.96 loss:-0.02226 fps:1778 +frame:6.01e+06 wall_t:3380 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.389 +2026-01-07 12:05:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13028.00 total_reward_ma:12649.98 loss:-0.02157 fps:1778 +frame:6.02e+06 wall_t:3385 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.415 +2026-01-07 12:05:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13094.00 total_reward_ma:12648.84 loss:-0.02435 fps:1779 +frame:6.03e+06 wall_t:3390 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.412 +2026-01-07 12:05:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13062.00 total_reward_ma:12648.16 loss:-0.02273 fps:1780 +frame:6.04e+06 wall_t:3394 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.499 +2026-01-07 12:05:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12982.00 total_reward_ma:12648.14 loss:-0.02534 fps:1780 +frame:6.05e+06 wall_t:3399 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.375 +2026-01-07 12:05:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12900.00 total_reward_ma:12646.94 loss:-0.0246 fps:1780 +frame:6.06e+06 wall_t:3404 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.463 +2026-01-07 12:05:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12914.00 total_reward_ma:12645.34 loss:-0.02318 fps:1781 +frame:6.07e+06 wall_t:3409 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.391 +2026-01-07 12:05:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12914.00 total_reward_ma:12645.26 loss:-0.02244 fps:1781 +frame:6.08e+06 wall_t:3414 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.359 +2026-01-07 12:05:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12878.00 total_reward_ma:12646.24 loss:-0.02054 fps:1781 +frame:6.09e+06 wall_t:3419 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.399 +2026-01-07 12:05:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12920.00 total_reward_ma:12647.74 loss:-0.02356 fps:1782 +frame:6.10e+06 wall_t:3424 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.357 +2026-01-07 12:05:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12842.00 total_reward_ma:12648.52 loss:-0.02581 fps:1782 +frame:6.11e+06 wall_t:3428 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.325 +2026-01-07 12:05:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12870.00 total_reward_ma:12649.62 loss:-0.02305 fps:1783 +frame:6.12e+06 wall_t:3433 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.326 +2026-01-07 12:06:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12908.00 total_reward_ma:12650.92 loss:-0.02384 fps:1783 +frame:6.13e+06 wall_t:3438 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.404 +2026-01-07 12:06:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12908.00 total_reward_ma:12652.00 loss:-0.02293 fps:1783 +frame:6.14e+06 wall_t:3443 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 12:06:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12922.00 total_reward_ma:12653.84 loss:-0.02448 fps:1784 +frame:6.15e+06 wall_t:3447 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.363 +2026-01-07 12:06:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12904.00 total_reward_ma:12654.68 loss:-0.02212 fps:1784 +frame:6.16e+06 wall_t:3452 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.362 +2026-01-07 12:06:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12862.00 total_reward_ma:12654.34 loss:-0.02468 fps:1785 +frame:6.17e+06 wall_t:3457 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 12:06:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12864.00 total_reward_ma:12654.14 loss:-0.02498 fps:1785 +frame:6.18e+06 wall_t:3462 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.385 +2026-01-07 12:06:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12836.00 total_reward_ma:12653.80 loss:-0.0192 fps:1785 +frame:6.19e+06 wall_t:3467 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 12:06:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12732.00 total_reward_ma:12653.36 loss:-0.02574 fps:1786 +frame:6.20e+06 wall_t:3471 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.349 +2026-01-07 12:06:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12684.00 total_reward_ma:12652.30 loss:-0.02207 fps:1787 +frame:6.21e+06 wall_t:3476 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.454 +2026-01-07 12:06:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12706.00 total_reward_ma:12651.46 loss:-0.02258 fps:1787 +frame:6.22e+06 wall_t:3481 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.32 +2026-01-07 12:06:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12692.00 total_reward_ma:12650.60 loss:-0.02679 fps:1788 +frame:6.23e+06 wall_t:3485 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.355 +2026-01-07 12:06:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12710.00 total_reward_ma:12649.10 loss:-0.02117 fps:1787 +frame:6.24e+06 wall_t:3491 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.294 +2026-01-07 12:06:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12702.00 total_reward_ma:12648.50 loss:-0.01754 fps:1788 +frame:6.25e+06 wall_t:3496 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.299 +2026-01-07 12:07:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12524.00 total_reward_ma:12646.28 loss:-0.02003 fps:1788 +frame:6.26e+06 wall_t:3501 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.259 +2026-01-07 12:07:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12444.00 total_reward_ma:12643.72 loss:-0.02055 fps:1788 +frame:6.27e+06 wall_t:3506 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 12:07:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12418.00 total_reward_ma:12641.20 loss:-0.02332 fps:1788 +frame:6.28e+06 wall_t:3512 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 12:07:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12262.00 total_reward_ma:12638.94 loss:-0.02121 fps:1788 +frame:6.29e+06 wall_t:3517 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.299 +2026-01-07 12:07:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12192.00 total_reward_ma:12635.74 loss:-0.02017 fps:1789 +frame:6.30e+06 wall_t:3522 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 12:07:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12178.00 total_reward_ma:12632.36 loss:-0.02211 fps:1789 +frame:6.31e+06 wall_t:3527 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 12:07:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12076.00 total_reward_ma:12628.08 loss:-0.01937 fps:1789 +frame:6.32e+06 wall_t:3532 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 12:07:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12142.00 total_reward_ma:12625.14 loss:-0.0219 fps:1790 +frame:6.33e+06 wall_t:3537 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.294 +2026-01-07 12:07:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12158.00 total_reward_ma:12622.88 loss:-0.02438 fps:1790 +frame:6.34e+06 wall_t:3542 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.339 +2026-01-07 12:07:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12348.00 total_reward_ma:12624.20 loss:-0.02083 fps:1790 +frame:6.35e+06 wall_t:3547 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.316 +2026-01-07 12:07:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12348.00 total_reward_ma:12625.64 loss:-0.02123 fps:1791 +frame:6.36e+06 wall_t:3552 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.301 +2026-01-07 12:07:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12366.00 total_reward_ma:12627.98 loss:-0.02011 fps:1791 +frame:6.37e+06 wall_t:3556 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 12:08:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12416.00 total_reward_ma:12630.82 loss:-0.02393 fps:1792 +frame:6.38e+06 wall_t:3561 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.313 +2026-01-07 12:08:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12416.00 total_reward_ma:12632.96 loss:-0.023 fps:1792 +frame:6.39e+06 wall_t:3566 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.274 +2026-01-07 12:08:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12502.00 total_reward_ma:12634.74 loss:-0.02343 fps:1792 +frame:6.40e+06 wall_t:3571 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.383 +2026-01-07 12:08:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12666.00 total_reward_ma:12638.80 loss:-0.02575 fps:1793 +frame:6.41e+06 wall_t:3575 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.421 +2026-01-07 12:08:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12676.00 total_reward_ma:12641.68 loss:-0.02579 fps:1793 +frame:6.42e+06 wall_t:3580 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.398 +2026-01-07 12:08:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12676.00 total_reward_ma:12644.24 loss:-0.02413 fps:1794 +frame:6.43e+06 wall_t:3585 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.366 +2026-01-07 12:08:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12602.00 total_reward_ma:12645.58 loss:-0.01901 fps:1794 +frame:6.44e+06 wall_t:3590 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.26 +2026-01-07 12:08:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12526.00 total_reward_ma:12646.10 loss:-0.0224 fps:1794 +frame:6.45e+06 wall_t:3595 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.387 +2026-01-07 12:08:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12364.00 total_reward_ma:12646.36 loss:-0.02504 fps:1794 +frame:6.46e+06 wall_t:3600 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.336 +2026-01-07 12:08:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12402.00 total_reward_ma:12648.16 loss:-0.02246 fps:1795 +frame:6.47e+06 wall_t:3605 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.402 +2026-01-07 12:08:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12400.00 total_reward_ma:12649.34 loss:-0.02161 fps:1795 +frame:6.48e+06 wall_t:3610 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 12:08:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12400.00 total_reward_ma:12650.52 loss:-0.02377 fps:1795 +frame:6.49e+06 wall_t:3615 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.303 +2026-01-07 12:09:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12418.00 total_reward_ma:12653.24 loss:-0.02231 fps:1796 +frame:6.50e+06 wall_t:3620 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.42 +2026-01-07 12:09:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12428.00 total_reward_ma:12655.70 loss:-0.02415 fps:1796 +frame:6.51e+06 wall_t:3625 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.355 +2026-01-07 12:09:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12522.00 total_reward_ma:12659.04 loss:-0.02406 fps:1796 +frame:6.52e+06 wall_t:3630 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.54 +2026-01-07 12:09:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12524.00 total_reward_ma:12662.44 loss:-0.02383 fps:1796 +frame:6.53e+06 wall_t:3635 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.398 +2026-01-07 12:09:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12552.00 total_reward_ma:12666.40 loss:-0.02162 fps:1797 +frame:6.54e+06 wall_t:3640 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 12:09:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12520.00 total_reward_ma:12670.48 loss:-0.02404 fps:1797 +frame:6.55e+06 wall_t:3645 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.431 +2026-01-07 12:09:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12500.00 total_reward_ma:12674.10 loss:-0.02099 fps:1797 +frame:6.56e+06 wall_t:3650 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.49 +2026-01-07 12:09:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12430.00 total_reward_ma:12677.02 loss:-0.02399 fps:1798 +frame:6.57e+06 wall_t:3654 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.471 +2026-01-07 12:09:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12526.00 total_reward_ma:12680.32 loss:-0.02368 fps:1798 +frame:6.58e+06 wall_t:3659 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.485 +2026-01-07 12:09:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12500.00 total_reward_ma:12682.82 loss:-0.02174 fps:1799 +frame:6.59e+06 wall_t:3664 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.444 +2026-01-07 12:09:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12542.00 total_reward_ma:12685.56 loss:-0.02283 fps:1799 +frame:6.60e+06 wall_t:3669 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.355 +2026-01-07 12:09:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12500.00 total_reward_ma:12687.80 loss:-0.02488 fps:1800 +frame:6.61e+06 wall_t:3673 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.454 +2026-01-07 12:10:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12492.00 total_reward_ma:12689.00 loss:-0.02298 fps:1800 +frame:6.62e+06 wall_t:3678 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.412 +2026-01-07 12:10:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12544.00 total_reward_ma:12691.02 loss:-0.02459 fps:1800 +frame:6.63e+06 wall_t:3683 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.408 +2026-01-07 12:10:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12546.00 total_reward_ma:12692.82 loss:-0.02471 fps:1800 +frame:6.64e+06 wall_t:3688 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.437 +2026-01-07 12:10:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12660.00 total_reward_ma:12695.86 loss:-0.02433 fps:1801 +frame:6.65e+06 wall_t:3693 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.485 +2026-01-07 12:10:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12678.00 total_reward_ma:12698.86 loss:-0.02241 fps:1801 +frame:6.66e+06 wall_t:3697 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.426 +2026-01-07 12:10:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12694.00 total_reward_ma:12701.62 loss:-0.0231 fps:1802 +frame:6.67e+06 wall_t:3702 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.388 +2026-01-07 12:10:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12752.00 total_reward_ma:12705.14 loss:-0.025 fps:1802 +frame:6.68e+06 wall_t:3707 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.485 +2026-01-07 12:10:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12698.00 total_reward_ma:12707.16 loss:-0.02403 fps:1803 +frame:6.69e+06 wall_t:3711 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.452 +2026-01-07 12:10:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12600.00 total_reward_ma:12707.02 loss:-0.02323 fps:1803 +frame:6.70e+06 wall_t:3716 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.444 +2026-01-07 12:10:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12584.00 total_reward_ma:12705.98 loss:-0.02337 fps:1803 +frame:6.71e+06 wall_t:3721 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.351 +2026-01-07 12:10:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12584.00 total_reward_ma:12704.80 loss:-0.02208 fps:1804 +frame:6.72e+06 wall_t:3726 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.375 +2026-01-07 12:10:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12586.00 total_reward_ma:12702.98 loss:-0.02469 fps:1804 +frame:6.73e+06 wall_t:3730 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.483 +2026-01-07 12:10:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12590.00 total_reward_ma:12700.90 loss:-0.02067 fps:1805 +frame:6.74e+06 wall_t:3735 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.393 +2026-01-07 12:11:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12588.00 total_reward_ma:12699.60 loss:-0.02291 fps:1805 +frame:6.75e+06 wall_t:3740 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.342 +2026-01-07 12:11:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12574.00 total_reward_ma:12698.48 loss:-0.02505 fps:1805 +frame:6.76e+06 wall_t:3745 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.4 +2026-01-07 12:11:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12618.00 total_reward_ma:12697.80 loss:-0.02311 fps:1805 +frame:6.77e+06 wall_t:3750 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.409 +2026-01-07 12:11:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12668.00 total_reward_ma:12697.26 loss:-0.0233 fps:1806 +frame:6.78e+06 wall_t:3755 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.355 +2026-01-07 12:11:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12728.00 total_reward_ma:12697.18 loss:-0.02291 fps:1806 +frame:6.79e+06 wall_t:3760 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.315 +2026-01-07 12:11:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12872.00 total_reward_ma:12699.24 loss:-0.02173 fps:1806 +frame:6.80e+06 wall_t:3765 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.365 +2026-01-07 12:11:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12998.00 total_reward_ma:12702.56 loss:-0.02369 fps:1806 +frame:6.81e+06 wall_t:3770 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.413 +2026-01-07 12:11:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13090.00 total_reward_ma:12704.86 loss:-0.02502 fps:1807 +frame:6.82e+06 wall_t:3775 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.352 +2026-01-07 12:11:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13016.00 total_reward_ma:12706.40 loss:-0.02158 fps:1807 +frame:6.83e+06 wall_t:3779 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.381 +2026-01-07 12:11:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13002.00 total_reward_ma:12707.80 loss:-0.02192 fps:1808 +frame:6.84e+06 wall_t:3784 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.413 +2026-01-07 12:11:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12972.00 total_reward_ma:12707.82 loss:-0.02467 fps:1808 +frame:6.85e+06 wall_t:3789 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.367 +2026-01-07 12:11:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12972.00 total_reward_ma:12707.52 loss:-0.01991 fps:1808 +frame:6.86e+06 wall_t:3795 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.362 +2026-01-07 12:12:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13002.00 total_reward_ma:12707.64 loss:-0.02331 fps:1808 +frame:6.87e+06 wall_t:3800 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.402 +2026-01-07 12:12:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12974.00 total_reward_ma:12707.10 loss:-0.02409 fps:1808 +frame:6.88e+06 wall_t:3805 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.433 +2026-01-07 12:12:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12976.00 total_reward_ma:12706.56 loss:-0.02261 fps:1808 +frame:6.89e+06 wall_t:3810 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.373 +2026-01-07 12:12:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:12986.00 total_reward_ma:12706.24 loss:-0.0255 fps:1809 +frame:6.90e+06 wall_t:3815 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.375 +2026-01-07 12:12:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13136.00 total_reward_ma:12706.74 loss:-0.02467 fps:1809 +frame:6.91e+06 wall_t:3820 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.437 +2026-01-07 12:12:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13192.00 total_reward_ma:12707.12 loss:-0.02449 fps:1810 +frame:6.92e+06 wall_t:3824 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.453 +2026-01-07 12:12:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13210.00 total_reward_ma:12707.64 loss:-0.02284 fps:1810 +frame:6.93e+06 wall_t:3829 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.428 +2026-01-07 12:12:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13212.00 total_reward_ma:12708.16 loss:-0.02296 fps:1811 +frame:6.94e+06 wall_t:3833 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.459 +2026-01-07 12:12:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13184.00 total_reward_ma:12708.24 loss:-0.02352 fps:1811 +frame:6.95e+06 wall_t:3838 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.474 +2026-01-07 12:12:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13266.00 total_reward_ma:12709.56 loss:-0.024 fps:1812 +frame:6.96e+06 wall_t:3842 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.438 +2026-01-07 12:12:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13364.00 total_reward_ma:12712.10 loss:-0.02294 fps:1812 +frame:6.97e+06 wall_t:3847 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.376 +2026-01-07 12:12:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13480.00 total_reward_ma:12715.06 loss:-0.0208 fps:1812 +frame:6.98e+06 wall_t:3852 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.335 +2026-01-07 12:12:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13490.00 total_reward_ma:12718.44 loss:-0.02399 fps:1812 +frame:6.99e+06 wall_t:3857 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.462 +2026-01-07 12:13:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13486.00 total_reward_ma:12723.88 loss:-0.02377 fps:1813 +frame:7.00e+06 wall_t:3861 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.443 +2026-01-07 12:13:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13576.00 total_reward_ma:12729.38 loss:-0.02344 fps:1813 +frame:7.01e+06 wall_t:3866 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.435 +2026-01-07 12:13:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13578.00 total_reward_ma:12734.88 loss:-0.02215 fps:1813 +frame:7.02e+06 wall_t:3871 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.432 +2026-01-07 12:13:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13596.00 total_reward_ma:12739.90 loss:-0.02394 fps:1814 +frame:7.03e+06 wall_t:3876 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.433 +2026-01-07 12:13:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13706.00 total_reward_ma:12746.34 loss:-0.02353 fps:1814 +frame:7.04e+06 wall_t:3881 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.383 +2026-01-07 12:13:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13678.00 total_reward_ma:12753.30 loss:-0.02313 fps:1814 +frame:7.05e+06 wall_t:3886 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.407 +2026-01-07 12:13:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13674.00 total_reward_ma:12761.04 loss:-0.02324 fps:1814 +frame:7.06e+06 wall_t:3891 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.321 +2026-01-07 12:13:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13772.00 total_reward_ma:12769.62 loss:-0.01823 fps:1815 +frame:7.07e+06 wall_t:3896 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.373 +2026-01-07 12:13:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13722.00 total_reward_ma:12777.70 loss:-0.02328 fps:1815 +frame:7.08e+06 wall_t:3901 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.339 +2026-01-07 12:13:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13720.00 total_reward_ma:12786.12 loss:-0.02311 fps:1816 +frame:7.09e+06 wall_t:3905 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.453 +2026-01-07 12:13:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13758.00 total_reward_ma:12794.50 loss:-0.02223 fps:1816 +frame:7.10e+06 wall_t:3910 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.282 +2026-01-07 12:13:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13756.00 total_reward_ma:12803.64 loss:-0.02319 fps:1816 +frame:7.11e+06 wall_t:3915 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.308 +2026-01-07 12:14:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13770.00 total_reward_ma:12812.64 loss:-0.02353 fps:1816 +frame:7.12e+06 wall_t:3920 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.302 +2026-01-07 12:14:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13770.00 total_reward_ma:12821.26 loss:-0.02325 fps:1817 +frame:7.13e+06 wall_t:3925 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.372 +2026-01-07 12:14:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13766.00 total_reward_ma:12829.84 loss:-0.02323 fps:1817 +frame:7.14e+06 wall_t:3930 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.341 +2026-01-07 12:14:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13766.00 total_reward_ma:12838.28 loss:-0.02218 fps:1817 +frame:7.15e+06 wall_t:3935 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.301 +2026-01-07 12:14:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13766.00 total_reward_ma:12846.90 loss:-0.02126 fps:1817 +frame:7.16e+06 wall_t:3940 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.333 +2026-01-07 12:14:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13778.00 total_reward_ma:12856.06 loss:-0.02081 fps:1818 +frame:7.17e+06 wall_t:3944 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.309 +2026-01-07 12:14:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13802.00 total_reward_ma:12865.44 loss:-0.01871 fps:1818 +frame:7.18e+06 wall_t:3949 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.234 +2026-01-07 12:14:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13714.00 total_reward_ma:12874.22 loss:-0.02261 fps:1818 +frame:7.19e+06 wall_t:3954 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 12:14:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13724.00 total_reward_ma:12884.14 loss:-0.0239 fps:1819 +frame:7.20e+06 wall_t:3959 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.318 +2026-01-07 12:14:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13630.00 total_reward_ma:12893.60 loss:-0.02377 fps:1819 +frame:7.21e+06 wall_t:3963 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.328 +2026-01-07 12:14:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13708.00 total_reward_ma:12903.62 loss:-0.0202 fps:1820 +frame:7.22e+06 wall_t:3968 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.3 +2026-01-07 12:14:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13666.00 total_reward_ma:12913.36 loss:-0.02331 fps:1820 +frame:7.23e+06 wall_t:3973 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 12:15:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13576.00 total_reward_ma:12922.02 loss:-0.02098 fps:1820 +frame:7.24e+06 wall_t:3978 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.326 +2026-01-07 12:15:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13402.00 total_reward_ma:12929.02 loss:-0.02183 fps:1820 +frame:7.25e+06 wall_t:3983 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.357 +2026-01-07 12:15:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13402.00 total_reward_ma:12937.80 loss:-0.02126 fps:1821 +frame:7.26e+06 wall_t:3987 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.48 +2026-01-07 12:15:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13250.00 total_reward_ma:12945.86 loss:-0.02121 fps:1821 +frame:7.27e+06 wall_t:3992 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.305 +2026-01-07 12:15:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13248.00 total_reward_ma:12954.16 loss:-0.02383 fps:1821 +frame:7.28e+06 wall_t:3997 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.354 +2026-01-07 12:15:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13164.00 total_reward_ma:12963.18 loss:-0.02072 fps:1822 +frame:7.29e+06 wall_t:4002 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 12:15:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13156.00 total_reward_ma:12972.82 loss:-0.01787 fps:1822 +frame:7.30e+06 wall_t:4007 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.239 +2026-01-07 12:15:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13148.00 total_reward_ma:12982.52 loss:-0.02406 fps:1822 +frame:7.31e+06 wall_t:4011 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.389 +2026-01-07 12:15:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13148.00 total_reward_ma:12993.24 loss:-0.02335 fps:1823 +frame:7.32e+06 wall_t:4016 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:15:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13118.00 total_reward_ma:13003.00 loss:-0.02146 fps:1823 +frame:7.33e+06 wall_t:4021 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:15:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13158.00 total_reward_ma:13013.00 loss:-0.02196 fps:1823 +frame:7.34e+06 wall_t:4026 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 12:15:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13158.00 total_reward_ma:13021.10 loss:-0.02172 fps:1824 +frame:7.35e+06 wall_t:4030 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.386 +2026-01-07 12:15:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13168.00 total_reward_ma:13029.30 loss:-0.02142 fps:1824 +frame:7.36e+06 wall_t:4035 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.32 +2026-01-07 12:16:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13134.00 total_reward_ma:13036.98 loss:-0.02352 fps:1824 +frame:7.37e+06 wall_t:4040 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.317 +2026-01-07 12:16:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13118.00 total_reward_ma:13044.00 loss:-0.02094 fps:1824 +frame:7.38e+06 wall_t:4045 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.311 +2026-01-07 12:16:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13088.00 total_reward_ma:13050.72 loss:-0.02441 fps:1825 +frame:7.39e+06 wall_t:4050 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.279 +2026-01-07 12:16:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13060.00 total_reward_ma:13056.30 loss:-0.02428 fps:1825 +frame:7.40e+06 wall_t:4055 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.416 +2026-01-07 12:16:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13018.00 total_reward_ma:13059.82 loss:-0.02147 fps:1825 +frame:7.41e+06 wall_t:4060 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.268 +2026-01-07 12:16:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13026.00 total_reward_ma:13063.32 loss:-0.02418 fps:1825 +frame:7.42e+06 wall_t:4065 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.362 +2026-01-07 12:16:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13054.00 total_reward_ma:13067.10 loss:-0.02286 fps:1826 +frame:7.43e+06 wall_t:4070 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.252 +2026-01-07 12:16:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13064.00 total_reward_ma:13071.72 loss:-0.02268 fps:1826 +frame:7.44e+06 wall_t:4075 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.366 +2026-01-07 12:16:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13110.00 total_reward_ma:13077.56 loss:-0.02235 fps:1826 +frame:7.45e+06 wall_t:4080 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.364 +2026-01-07 12:16:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13108.00 total_reward_ma:13085.00 loss:-0.02305 fps:1827 +frame:7.46e+06 wall_t:4084 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.342 +2026-01-07 12:16:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13150.00 total_reward_ma:13092.48 loss:-0.0232 fps:1826 +frame:7.47e+06 wall_t:4090 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.35 +2026-01-07 12:16:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13150.00 total_reward_ma:13099.98 loss:-0.02134 fps:1827 +frame:7.48e+06 wall_t:4095 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.352 +2026-01-07 12:17:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13110.00 total_reward_ma:13107.08 loss:-0.0204 fps:1827 +frame:7.49e+06 wall_t:4100 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.375 +2026-01-07 12:17:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13138.00 total_reward_ma:13114.28 loss:-0.02309 fps:1827 +frame:7.50e+06 wall_t:4105 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.397 +2026-01-07 12:17:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13138.00 total_reward_ma:13121.38 loss:-0.02123 fps:1827 +frame:7.51e+06 wall_t:4110 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:17:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13144.00 total_reward_ma:13127.60 loss:-0.02196 fps:1827 +frame:7.52e+06 wall_t:4115 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 12:17:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13154.00 total_reward_ma:13133.90 loss:-0.02176 fps:1828 +frame:7.53e+06 wall_t:4120 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 12:17:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13114.00 total_reward_ma:13139.52 loss:-0.02088 fps:1828 +frame:7.54e+06 wall_t:4125 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.32 +2026-01-07 12:17:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13308.00 total_reward_ma:13147.40 loss:-0.02342 fps:1828 +frame:7.55e+06 wall_t:4130 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 12:17:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13300.00 total_reward_ma:13155.40 loss:-0.02159 fps:1828 +frame:7.56e+06 wall_t:4135 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.327 +2026-01-07 12:17:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13346.00 total_reward_ma:13164.56 loss:-0.02193 fps:1829 +frame:7.57e+06 wall_t:4140 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.255 +2026-01-07 12:17:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13440.00 total_reward_ma:13173.70 loss:-0.02111 fps:1829 +frame:7.58e+06 wall_t:4144 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.299 +2026-01-07 12:17:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13452.00 total_reward_ma:13183.22 loss:-0.02315 fps:1829 +frame:7.59e+06 wall_t:4149 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.268 +2026-01-07 12:17:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13420.00 total_reward_ma:13192.00 loss:-0.02248 fps:1830 +frame:7.60e+06 wall_t:4153 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 12:18:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13574.00 total_reward_ma:13202.74 loss:-0.02227 fps:1830 +frame:7.61e+06 wall_t:4158 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 12:18:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13566.00 total_reward_ma:13213.48 loss:-0.02098 fps:1830 +frame:7.62e+06 wall_t:4163 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.333 +2026-01-07 12:18:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13618.00 total_reward_ma:13224.22 loss:-0.01976 fps:1831 +frame:7.63e+06 wall_t:4168 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.267 +2026-01-07 12:18:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13694.00 total_reward_ma:13235.70 loss:-0.02159 fps:1831 +frame:7.64e+06 wall_t:4173 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.374 +2026-01-07 12:18:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13742.00 total_reward_ma:13246.52 loss:-0.02247 fps:1831 +frame:7.65e+06 wall_t:4178 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 12:18:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13828.00 total_reward_ma:13258.02 loss:-0.02372 fps:1831 +frame:7.66e+06 wall_t:4183 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.354 +2026-01-07 12:18:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13838.00 total_reward_ma:13269.46 loss:-0.02132 fps:1831 +frame:7.67e+06 wall_t:4188 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 12:18:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13864.00 total_reward_ma:13280.58 loss:-0.02034 fps:1832 +frame:7.68e+06 wall_t:4193 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.324 +2026-01-07 12:18:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13880.00 total_reward_ma:13292.40 loss:-0.01812 fps:1832 +frame:7.69e+06 wall_t:4198 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.267 +2026-01-07 12:18:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13894.00 total_reward_ma:13305.34 loss:-0.02034 fps:1832 +frame:7.70e+06 wall_t:4203 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 12:18:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13848.00 total_reward_ma:13317.98 loss:-0.02094 fps:1833 +frame:7.71e+06 wall_t:4207 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 12:18:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13858.00 total_reward_ma:13330.72 loss:-0.02084 fps:1832 +frame:7.72e+06 wall_t:4213 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 12:19:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13860.00 total_reward_ma:13343.46 loss:-0.02151 fps:1833 +frame:7.73e+06 wall_t:4218 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.302 +2026-01-07 12:19:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13798.00 total_reward_ma:13355.54 loss:-0.02106 fps:1833 +frame:7.74e+06 wall_t:4223 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.3 +2026-01-07 12:19:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13798.00 total_reward_ma:13367.64 loss:-0.02094 fps:1833 +frame:7.75e+06 wall_t:4228 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 12:19:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13828.00 total_reward_ma:13380.18 loss:-0.02131 fps:1834 +frame:7.76e+06 wall_t:4232 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.274 +2026-01-07 12:19:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13824.00 total_reward_ma:13392.24 loss:-0.02159 fps:1834 +frame:7.77e+06 wall_t:4236 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.368 +2026-01-07 12:19:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13892.00 total_reward_ma:13404.48 loss:-0.0223 fps:1834 +frame:7.78e+06 wall_t:4241 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.307 +2026-01-07 12:19:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13966.00 total_reward_ma:13416.86 loss:-0.022 fps:1835 +frame:7.79e+06 wall_t:4246 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.371 +2026-01-07 12:19:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13968.00 total_reward_ma:13427.82 loss:-0.02272 fps:1835 +frame:7.80e+06 wall_t:4251 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 12:19:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13968.00 total_reward_ma:13437.52 loss:-0.02196 fps:1835 +frame:7.81e+06 wall_t:4256 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.386 +2026-01-07 12:19:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13934.00 total_reward_ma:13445.96 loss:-0.02161 fps:1835 +frame:7.82e+06 wall_t:4261 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 12:19:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13934.00 total_reward_ma:13455.14 loss:-0.02219 fps:1835 +frame:7.83e+06 wall_t:4266 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 12:19:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13934.00 total_reward_ma:13464.46 loss:-0.02218 fps:1836 +frame:7.84e+06 wall_t:4271 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.311 +2026-01-07 12:19:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13866.00 total_reward_ma:13473.40 loss:-0.02091 fps:1836 +frame:7.85e+06 wall_t:4276 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.252 +2026-01-07 12:20:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13914.00 total_reward_ma:13482.82 loss:-0.01976 fps:1836 +frame:7.86e+06 wall_t:4281 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 12:20:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13914.00 total_reward_ma:13491.94 loss:-0.01927 fps:1837 +frame:7.87e+06 wall_t:4285 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 12:20:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13914.00 total_reward_ma:13501.34 loss:-0.01932 fps:1837 +frame:7.88e+06 wall_t:4290 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.372 +2026-01-07 12:20:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13960.00 total_reward_ma:13511.18 loss:-0.01842 fps:1837 +frame:7.89e+06 wall_t:4295 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 12:20:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13960.00 total_reward_ma:13520.92 loss:-0.02222 fps:1837 +frame:7.90e+06 wall_t:4300 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 12:20:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13960.00 total_reward_ma:13529.16 loss:-0.0217 fps:1837 +frame:7.91e+06 wall_t:4305 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.277 +2026-01-07 12:20:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13926.00 total_reward_ma:13536.50 loss:-0.0195 fps:1838 +frame:7.92e+06 wall_t:4310 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 12:20:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13936.00 total_reward_ma:13543.76 loss:-0.02024 fps:1838 +frame:7.93e+06 wall_t:4315 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 12:20:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13930.00 total_reward_ma:13550.94 loss:-0.02118 fps:1838 +frame:7.94e+06 wall_t:4319 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 12:20:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13928.00 total_reward_ma:13558.38 loss:-0.02026 fps:1838 +frame:7.95e+06 wall_t:4325 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.358 +2026-01-07 12:20:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13928.00 total_reward_ma:13565.00 loss:-0.02208 fps:1839 +frame:7.96e+06 wall_t:4329 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 12:20:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13912.00 total_reward_ma:13570.48 loss:-0.02301 fps:1839 +frame:7.97e+06 wall_t:4334 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.312 +2026-01-07 12:21:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13974.00 total_reward_ma:13575.42 loss:-0.02186 fps:1839 +frame:7.98e+06 wall_t:4339 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.28 +2026-01-07 12:21:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14022.00 total_reward_ma:13580.74 loss:-0.02027 fps:1839 +frame:7.99e+06 wall_t:4344 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 12:21:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14022.00 total_reward_ma:13586.10 loss:-0.01773 fps:1840 +frame:8.00e+06 wall_t:4349 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 12:21:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14022.00 total_reward_ma:13590.56 loss:-0.01932 fps:1840 +frame:8.01e+06 wall_t:4354 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 12:21:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14002.00 total_reward_ma:13594.80 loss:-0.02022 fps:1840 +frame:8.02e+06 wall_t:4359 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:21:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13976.00 total_reward_ma:13598.60 loss:-0.02076 fps:1840 +frame:8.03e+06 wall_t:4363 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:21:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13934.00 total_reward_ma:13600.88 loss:-0.02112 fps:1841 +frame:8.04e+06 wall_t:4368 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 12:21:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13964.00 total_reward_ma:13603.74 loss:-0.0194 fps:1841 +frame:8.05e+06 wall_t:4373 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.274 +2026-01-07 12:21:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13964.00 total_reward_ma:13606.64 loss:-0.01949 fps:1841 +frame:8.06e+06 wall_t:4378 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 12:21:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13932.00 total_reward_ma:13608.24 loss:-0.01911 fps:1841 +frame:8.07e+06 wall_t:4383 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 12:21:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13954.00 total_reward_ma:13610.56 loss:-0.01958 fps:1842 +frame:8.08e+06 wall_t:4387 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 12:21:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13918.00 total_reward_ma:13612.54 loss:-0.0204 fps:1842 +frame:8.09e+06 wall_t:4392 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 12:21:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13976.00 total_reward_ma:13614.72 loss:-0.02112 fps:1842 +frame:8.10e+06 wall_t:4397 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.293 +2026-01-07 12:22:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14004.00 total_reward_ma:13617.20 loss:-0.02051 fps:1842 +frame:8.11e+06 wall_t:4402 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 12:22:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14004.00 total_reward_ma:13619.54 loss:-0.01969 fps:1843 +frame:8.12e+06 wall_t:4407 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.279 +2026-01-07 12:22:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14078.00 total_reward_ma:13622.62 loss:-0.01999 fps:1843 +frame:8.13e+06 wall_t:4412 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 12:22:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14078.00 total_reward_ma:13625.74 loss:-0.02128 fps:1843 +frame:8.14e+06 wall_t:4416 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 12:22:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14080.00 total_reward_ma:13628.88 loss:-0.02078 fps:1843 +frame:8.15e+06 wall_t:4421 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 12:22:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14032.00 total_reward_ma:13631.54 loss:-0.01684 fps:1844 +frame:8.16e+06 wall_t:4426 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.338 +2026-01-07 12:22:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14068.00 total_reward_ma:13634.44 loss:-0.02213 fps:1844 +frame:8.17e+06 wall_t:4431 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.232 +2026-01-07 12:22:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14040.00 total_reward_ma:13636.82 loss:-0.01959 fps:1844 +frame:8.18e+06 wall_t:4436 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 12:22:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14040.00 total_reward_ma:13640.08 loss:-0.0202 fps:1844 +frame:8.19e+06 wall_t:4441 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 12:22:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14048.00 total_reward_ma:13643.32 loss:-0.0193 fps:1844 +frame:8.20e+06 wall_t:4446 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 12:22:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14048.00 total_reward_ma:13647.50 loss:-0.02173 fps:1844 +frame:8.21e+06 wall_t:4452 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.259 +2026-01-07 12:22:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14078.00 total_reward_ma:13651.20 loss:-0.01959 fps:1844 +frame:8.22e+06 wall_t:4457 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 12:23:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14080.00 total_reward_ma:13655.34 loss:-0.01972 fps:1844 +frame:8.23e+06 wall_t:4462 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.302 +2026-01-07 12:23:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14070.00 total_reward_ma:13660.28 loss:-0.01791 fps:1845 +frame:8.24e+06 wall_t:4467 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 12:23:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14050.00 total_reward_ma:13666.76 loss:-0.02016 fps:1845 +frame:8.25e+06 wall_t:4472 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 12:23:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13962.00 total_reward_ma:13672.36 loss:-0.02067 fps:1845 +frame:8.26e+06 wall_t:4477 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.319 +2026-01-07 12:23:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13962.00 total_reward_ma:13679.48 loss:-0.02177 fps:1845 +frame:8.27e+06 wall_t:4482 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 12:23:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13962.00 total_reward_ma:13686.62 loss:-0.01924 fps:1846 +frame:8.28e+06 wall_t:4486 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.34 +2026-01-07 12:23:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13980.00 total_reward_ma:13694.78 loss:-0.0215 fps:1846 +frame:8.29e+06 wall_t:4491 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 12:23:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13974.00 total_reward_ma:13702.96 loss:-0.01983 fps:1846 +frame:8.30e+06 wall_t:4496 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 12:23:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13930.00 total_reward_ma:13710.78 loss:-0.01829 fps:1846 +frame:8.31e+06 wall_t:4501 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 12:23:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13900.00 total_reward_ma:13718.30 loss:-0.02044 fps:1846 +frame:8.32e+06 wall_t:4506 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 12:23:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13954.00 total_reward_ma:13726.66 loss:-0.02074 fps:1847 +frame:8.33e+06 wall_t:4511 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 12:23:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13954.00 total_reward_ma:13734.62 loss:-0.0209 fps:1847 +frame:8.34e+06 wall_t:4516 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.238 +2026-01-07 12:24:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13906.00 total_reward_ma:13742.10 loss:-0.02106 fps:1847 +frame:8.35e+06 wall_t:4521 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 12:24:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13902.00 total_reward_ma:13749.44 loss:-0.02109 fps:1847 +frame:8.36e+06 wall_t:4526 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 12:24:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13902.00 total_reward_ma:13757.12 loss:-0.02121 fps:1847 +frame:8.37e+06 wall_t:4531 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 12:24:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13922.00 total_reward_ma:13765.16 loss:-0.02049 fps:1847 +frame:8.38e+06 wall_t:4536 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.28 +2026-01-07 12:24:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13980.00 total_reward_ma:13774.08 loss:-0.02017 fps:1848 +frame:8.39e+06 wall_t:4540 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 12:24:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13874.00 total_reward_ma:13782.22 loss:-0.02086 fps:1848 +frame:8.40e+06 wall_t:4545 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 12:24:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13874.00 total_reward_ma:13790.78 loss:-0.01975 fps:1848 +frame:8.41e+06 wall_t:4550 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 12:24:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13948.00 total_reward_ma:13800.00 loss:-0.01972 fps:1849 +frame:8.42e+06 wall_t:4555 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.252 +2026-01-07 12:24:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13918.00 total_reward_ma:13808.64 loss:-0.01899 fps:1849 +frame:8.43e+06 wall_t:4559 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 12:24:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13918.00 total_reward_ma:13817.18 loss:-0.01863 fps:1849 +frame:8.44e+06 wall_t:4564 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 12:24:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13972.00 total_reward_ma:13825.80 loss:-0.02016 fps:1850 +frame:8.45e+06 wall_t:4568 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:24:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14036.00 total_reward_ma:13835.08 loss:-0.01969 fps:1850 +frame:8.46e+06 wall_t:4572 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.341 +2026-01-07 12:24:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13998.00 total_reward_ma:13843.56 loss:-0.02108 fps:1851 +frame:8.47e+06 wall_t:4577 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.237 +2026-01-07 12:25:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13982.00 total_reward_ma:13851.88 loss:-0.01955 fps:1851 +frame:8.48e+06 wall_t:4581 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.325 +2026-01-07 12:25:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13986.00 total_reward_ma:13860.64 loss:-0.01857 fps:1851 +frame:8.49e+06 wall_t:4586 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 12:25:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13986.00 total_reward_ma:13869.12 loss:-0.01848 fps:1852 +frame:8.50e+06 wall_t:4590 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 12:25:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13990.00 total_reward_ma:13877.64 loss:-0.0203 fps:1852 +frame:8.51e+06 wall_t:4595 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.308 +2026-01-07 12:25:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13974.00 total_reward_ma:13885.94 loss:-0.02195 fps:1852 +frame:8.52e+06 wall_t:4600 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.251 +2026-01-07 12:25:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14006.00 total_reward_ma:13894.46 loss:-0.01907 fps:1853 +frame:8.53e+06 wall_t:4604 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 12:25:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14008.00 total_reward_ma:13903.40 loss:-0.02161 fps:1853 +frame:8.54e+06 wall_t:4608 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.327 +2026-01-07 12:25:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13996.00 total_reward_ma:13910.28 loss:-0.01975 fps:1853 +frame:8.55e+06 wall_t:4613 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.353 +2026-01-07 12:25:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13960.00 total_reward_ma:13916.88 loss:-0.01993 fps:1854 +frame:8.56e+06 wall_t:4618 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.369 +2026-01-07 12:25:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13938.00 total_reward_ma:13922.80 loss:-0.02238 fps:1854 +frame:8.57e+06 wall_t:4623 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.33 +2026-01-07 12:25:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13954.00 total_reward_ma:13927.94 loss:-0.0195 fps:1854 +frame:8.58e+06 wall_t:4628 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 12:25:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13980.00 total_reward_ma:13933.22 loss:-0.01946 fps:1854 +frame:8.59e+06 wall_t:4632 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.407 +2026-01-07 12:25:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13908.00 total_reward_ma:13938.10 loss:-0.01919 fps:1855 +frame:8.60e+06 wall_t:4637 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.308 +2026-01-07 12:26:03 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13906.00 total_reward_ma:13941.42 loss:-0.02028 fps:1855 +frame:8.61e+06 wall_t:4641 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.382 +2026-01-07 12:26:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13914.00 total_reward_ma:13944.90 loss:-0.01983 fps:1855 +frame:8.62e+06 wall_t:4646 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.286 +2026-01-07 12:26:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13932.00 total_reward_ma:13948.04 loss:-0.01852 fps:1856 +frame:8.63e+06 wall_t:4650 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.329 +2026-01-07 12:26:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13974.00 total_reward_ma:13950.84 loss:-0.02112 fps:1856 +frame:8.64e+06 wall_t:4655 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 12:26:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13954.00 total_reward_ma:13952.96 loss:-0.02082 fps:1856 +frame:8.65e+06 wall_t:4660 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.368 +2026-01-07 12:26:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13918.00 total_reward_ma:13953.86 loss:-0.01795 fps:1856 +frame:8.66e+06 wall_t:4665 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.376 +2026-01-07 12:26:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13916.00 total_reward_ma:13954.64 loss:-0.02063 fps:1857 +frame:8.67e+06 wall_t:4670 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 12:26:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13916.00 total_reward_ma:13955.16 loss:-0.01996 fps:1857 +frame:8.68e+06 wall_t:4675 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.395 +2026-01-07 12:26:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13916.00 total_reward_ma:13955.52 loss:-0.02047 fps:1857 +frame:8.69e+06 wall_t:4679 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.337 +2026-01-07 12:26:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13858.00 total_reward_ma:13955.16 loss:-0.01972 fps:1857 +frame:8.70e+06 wall_t:4684 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.33 +2026-01-07 12:26:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13826.00 total_reward_ma:13954.94 loss:-0.01865 fps:1858 +frame:8.71e+06 wall_t:4689 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.242 +2026-01-07 12:26:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13876.00 total_reward_ma:13955.12 loss:-0.01902 fps:1858 +frame:8.72e+06 wall_t:4693 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 12:27:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13877.00 total_reward_ma:13955.29 loss:-0.01932 fps:1858 +frame:8.73e+06 wall_t:4698 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 12:27:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13877.00 total_reward_ma:13956.08 loss:-0.02147 fps:1858 +frame:8.74e+06 wall_t:4703 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 12:27:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13879.00 total_reward_ma:13956.89 loss:-0.01944 fps:1859 +frame:8.75e+06 wall_t:4707 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:27:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13827.00 total_reward_ma:13956.88 loss:-0.02171 fps:1859 +frame:8.76e+06 wall_t:4712 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.342 +2026-01-07 12:27:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13917.00 total_reward_ma:13957.81 loss:-0.02004 fps:1859 +frame:8.77e+06 wall_t:4717 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.262 +2026-01-07 12:27:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13947.00 total_reward_ma:13958.36 loss:-0.02066 fps:1860 +frame:8.78e+06 wall_t:4721 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 12:27:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13939.00 total_reward_ma:13958.09 loss:-0.01957 fps:1860 +frame:8.79e+06 wall_t:4726 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 12:27:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13939.00 total_reward_ma:13957.80 loss:-0.01912 fps:1860 +frame:8.80e+06 wall_t:4730 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.283 +2026-01-07 12:27:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13887.00 total_reward_ma:13956.99 loss:-0.01964 fps:1861 +frame:8.81e+06 wall_t:4735 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 12:27:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13889.00 total_reward_ma:13956.54 loss:-0.01896 fps:1861 +frame:8.82e+06 wall_t:4739 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.322 +2026-01-07 12:27:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13905.00 total_reward_ma:13956.25 loss:-0.02006 fps:1861 +frame:8.83e+06 wall_t:4744 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 12:27:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13905.00 total_reward_ma:13955.96 loss:-0.02005 fps:1861 +frame:8.84e+06 wall_t:4750 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 12:27:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13939.00 total_reward_ma:13956.69 loss:-0.02018 fps:1861 +frame:8.85e+06 wall_t:4755 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.237 +2026-01-07 12:28:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13915.00 total_reward_ma:13956.70 loss:-0.01878 fps:1861 +frame:8.86e+06 wall_t:4760 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 12:28:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13893.00 total_reward_ma:13956.49 loss:-0.01857 fps:1862 +frame:8.87e+06 wall_t:4764 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 12:28:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13877.00 total_reward_ma:13956.12 loss:-0.01831 fps:1862 +frame:8.88e+06 wall_t:4768 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 12:28:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13879.00 total_reward_ma:13955.31 loss:-0.0206 fps:1863 +frame:8.89e+06 wall_t:4773 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 12:28:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13879.00 total_reward_ma:13954.50 loss:-0.01904 fps:1863 +frame:8.90e+06 wall_t:4778 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 12:28:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13841.00 total_reward_ma:13953.31 loss:-0.01709 fps:1863 +frame:8.91e+06 wall_t:4782 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 12:28:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13827.00 total_reward_ma:13952.32 loss:-0.01751 fps:1863 +frame:8.92e+06 wall_t:4787 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 12:28:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13883.00 total_reward_ma:13951.79 loss:-0.0189 fps:1864 +frame:8.93e+06 wall_t:4791 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 12:28:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13737.00 total_reward_ma:13949.86 loss:-0.01738 fps:1864 +frame:8.94e+06 wall_t:4796 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.356 +2026-01-07 12:28:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13727.00 total_reward_ma:13947.85 loss:-0.01983 fps:1865 +frame:8.95e+06 wall_t:4800 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.317 +2026-01-07 12:28:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13727.00 total_reward_ma:13945.84 loss:-0.01821 fps:1865 +frame:8.96e+06 wall_t:4805 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 12:28:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13665.00 total_reward_ma:13943.37 loss:-0.0189 fps:1865 +frame:8.97e+06 wall_t:4809 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.252 +2026-01-07 12:28:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13627.00 total_reward_ma:13939.90 loss:-0.01903 fps:1865 +frame:8.98e+06 wall_t:4814 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.366 +2026-01-07 12:29:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13629.00 total_reward_ma:13935.97 loss:-0.01634 fps:1866 +frame:8.99e+06 wall_t:4818 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.307 +2026-01-07 12:29:05 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13631.00 total_reward_ma:13932.06 loss:-0.01824 fps:1866 +frame:9.00e+06 wall_t:4823 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.296 +2026-01-07 12:29:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13623.00 total_reward_ma:13928.07 loss:-0.01999 fps:1867 +frame:9.01e+06 wall_t:4827 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.277 +2026-01-07 12:29:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13623.00 total_reward_ma:13924.28 loss:-0.01771 fps:1867 +frame:9.02e+06 wall_t:4832 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 12:29:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13677.00 total_reward_ma:13921.29 loss:-0.01891 fps:1867 +frame:9.03e+06 wall_t:4836 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 12:29:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13713.00 total_reward_ma:13919.08 loss:-0.01738 fps:1867 +frame:9.04e+06 wall_t:4841 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.357 +2026-01-07 12:29:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13701.00 total_reward_ma:13916.45 loss:-0.0197 fps:1868 +frame:9.05e+06 wall_t:4845 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.288 +2026-01-07 12:29:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13701.00 total_reward_ma:13913.82 loss:-0.01981 fps:1868 +frame:9.06e+06 wall_t:4849 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 12:29:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13759.00 total_reward_ma:13912.09 loss:-0.02037 fps:1869 +frame:9.07e+06 wall_t:4853 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 12:29:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13697.00 total_reward_ma:13909.52 loss:-0.01721 fps:1869 +frame:9.08e+06 wall_t:4858 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.315 +2026-01-07 12:29:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13618.00 total_reward_ma:13906.52 loss:-0.01789 fps:1869 +frame:9.09e+06 wall_t:4863 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.277 +2026-01-07 12:29:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13586.00 total_reward_ma:13902.62 loss:-0.0175 fps:1869 +frame:9.10e+06 wall_t:4868 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.301 +2026-01-07 12:29:54 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13568.00 total_reward_ma:13898.26 loss:-0.01835 fps:1870 +frame:9.11e+06 wall_t:4872 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 12:29:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13568.00 total_reward_ma:13893.90 loss:-0.01793 fps:1870 +frame:9.12e+06 wall_t:4877 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.308 +2026-01-07 12:30:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13556.00 total_reward_ma:13888.68 loss:-0.0156 fps:1870 +frame:9.13e+06 wall_t:4882 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.283 +2026-01-07 12:30:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13556.00 total_reward_ma:13883.46 loss:-0.01898 fps:1871 +frame:9.14e+06 wall_t:4886 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.349 +2026-01-07 12:30:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13554.00 total_reward_ma:13878.20 loss:-0.01883 fps:1871 +frame:9.15e+06 wall_t:4891 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 12:30:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13574.00 total_reward_ma:13873.62 loss:-0.01822 fps:1871 +frame:9.16e+06 wall_t:4896 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.321 +2026-01-07 12:30:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13570.00 total_reward_ma:13868.64 loss:-0.0165 fps:1871 +frame:9.17e+06 wall_t:4901 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 12:30:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13570.00 total_reward_ma:13863.94 loss:-0.01678 fps:1871 +frame:9.18e+06 wall_t:4906 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 12:30:33 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13570.00 total_reward_ma:13859.24 loss:-0.01797 fps:1871 +frame:9.19e+06 wall_t:4911 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 12:30:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13530.00 total_reward_ma:13854.06 loss:-0.0173 fps:1871 +frame:9.20e+06 wall_t:4916 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 12:30:42 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13530.00 total_reward_ma:13848.88 loss:-0.01984 fps:1872 +frame:9.21e+06 wall_t:4920 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 12:30:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13528.00 total_reward_ma:13843.38 loss:-0.01866 fps:1872 +frame:9.22e+06 wall_t:4924 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 12:30:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13578.00 total_reward_ma:13838.36 loss:-0.01646 fps:1873 +frame:9.23e+06 wall_t:4929 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 12:30:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13578.00 total_reward_ma:13833.44 loss:-0.01779 fps:1873 +frame:9.24e+06 wall_t:4933 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 12:31:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13604.00 total_reward_ma:13828.98 loss:-0.01742 fps:1873 +frame:9.25e+06 wall_t:4938 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 12:31:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13596.00 total_reward_ma:13825.32 loss:-0.01684 fps:1874 +frame:9.26e+06 wall_t:4942 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 12:31:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13610.00 total_reward_ma:13821.80 loss:-0.01722 fps:1874 +frame:9.27e+06 wall_t:4947 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 12:31:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13642.00 total_reward_ma:13818.60 loss:-0.01774 fps:1874 +frame:9.28e+06 wall_t:4951 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 12:31:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13636.00 total_reward_ma:13815.16 loss:-0.01531 fps:1874 +frame:9.29e+06 wall_t:4956 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.315 +2026-01-07 12:31:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13670.00 total_reward_ma:13812.12 loss:-0.01548 fps:1875 +frame:9.30e+06 wall_t:4960 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.274 +2026-01-07 12:31:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13712.00 total_reward_ma:13809.94 loss:-0.0176 fps:1876 +frame:9.31e+06 wall_t:4964 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 12:31:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13694.00 total_reward_ma:13807.88 loss:-0.0171 fps:1876 +frame:9.32e+06 wall_t:4969 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.278 +2026-01-07 12:31:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13648.00 total_reward_ma:13804.82 loss:-0.01774 fps:1876 +frame:9.33e+06 wall_t:4973 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 12:31:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13748.00 total_reward_ma:13802.76 loss:-0.0172 fps:1876 +frame:9.34e+06 wall_t:4978 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.306 +2026-01-07 12:31:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13758.00 total_reward_ma:13801.28 loss:-0.01671 fps:1877 +frame:9.35e+06 wall_t:4982 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 12:31:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13706.00 total_reward_ma:13799.32 loss:-0.01628 fps:1877 +frame:9.36e+06 wall_t:4986 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.312 +2026-01-07 12:31:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13708.00 total_reward_ma:13797.38 loss:-0.01684 fps:1877 +frame:9.37e+06 wall_t:4991 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 12:31:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13616.00 total_reward_ma:13794.32 loss:-0.01626 fps:1878 +frame:9.38e+06 wall_t:4995 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 12:32:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13640.00 total_reward_ma:13790.92 loss:-0.01647 fps:1878 +frame:9.39e+06 wall_t:4999 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 12:32:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13618.00 total_reward_ma:13788.36 loss:-0.01754 fps:1878 +frame:9.40e+06 wall_t:5004 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 12:32:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13576.00 total_reward_ma:13785.38 loss:-0.01728 fps:1879 +frame:9.41e+06 wall_t:5009 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 12:32:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13624.00 total_reward_ma:13782.14 loss:-0.0163 fps:1879 +frame:9.42e+06 wall_t:5014 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 12:32:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13620.00 total_reward_ma:13779.16 loss:-0.01644 fps:1879 +frame:9.43e+06 wall_t:5019 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:32:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13600.00 total_reward_ma:13775.98 loss:-0.01633 fps:1879 +frame:9.44e+06 wall_t:5024 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 12:32:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13626.00 total_reward_ma:13772.52 loss:-0.01583 fps:1879 +frame:9.45e+06 wall_t:5028 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 12:32:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13664.00 total_reward_ma:13768.80 loss:-0.01631 fps:1880 +frame:9.46e+06 wall_t:5033 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 12:32:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13714.00 total_reward_ma:13765.96 loss:-0.01672 fps:1880 +frame:9.47e+06 wall_t:5037 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 12:32:44 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13730.00 total_reward_ma:13763.44 loss:-0.01749 fps:1880 +frame:9.48e+06 wall_t:5042 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 12:32:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13730.00 total_reward_ma:13760.88 loss:-0.01646 fps:1881 +frame:9.49e+06 wall_t:5046 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 12:32:53 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13816.00 total_reward_ma:13759.18 loss:-0.01623 fps:1881 +frame:9.50e+06 wall_t:5051 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 12:32:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13772.00 total_reward_ma:13757.00 loss:-0.01592 fps:1881 +frame:9.51e+06 wall_t:5056 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 12:33:02 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13774.00 total_reward_ma:13755.00 loss:-0.01672 fps:1881 +frame:9.52e+06 wall_t:5060 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.295 +2026-01-07 12:33:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13772.00 total_reward_ma:13752.66 loss:-0.01649 fps:1882 +frame:9.53e+06 wall_t:5065 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 12:33:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13798.00 total_reward_ma:13750.56 loss:-0.01474 fps:1882 +frame:9.54e+06 wall_t:5070 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 12:33:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13798.00 total_reward_ma:13748.58 loss:-0.01467 fps:1882 +frame:9.55e+06 wall_t:5075 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 12:33:21 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13790.00 total_reward_ma:13746.88 loss:-0.0158 fps:1882 +frame:9.56e+06 wall_t:5079 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 12:33:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13830.00 total_reward_ma:13745.80 loss:-0.01584 fps:1882 +frame:9.57e+06 wall_t:5084 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 12:33:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13834.00 total_reward_ma:13744.60 loss:-0.01495 fps:1883 +frame:9.58e+06 wall_t:5088 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 12:33:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13840.00 total_reward_ma:13743.20 loss:-0.01317 fps:1883 +frame:9.59e+06 wall_t:5092 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.258 +2026-01-07 12:33:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13794.00 total_reward_ma:13742.06 loss:-0.01587 fps:1883 +frame:9.60e+06 wall_t:5097 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 12:33:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13794.00 total_reward_ma:13740.94 loss:-0.01425 fps:1884 +frame:9.61e+06 wall_t:5101 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.184 +2026-01-07 12:33:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13774.00 total_reward_ma:13739.54 loss:-0.01519 fps:1884 +frame:9.62e+06 wall_t:5106 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.213 +2026-01-07 12:33:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13732.00 total_reward_ma:13737.54 loss:-0.01444 fps:1885 +frame:9.63e+06 wall_t:5110 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.16 +2026-01-07 12:33:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13694.00 total_reward_ma:13734.74 loss:-0.01444 fps:1885 +frame:9.64e+06 wall_t:5115 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.223 +2026-01-07 12:34:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13700.00 total_reward_ma:13732.20 loss:-0.01532 fps:1885 +frame:9.65e+06 wall_t:5119 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.206 +2026-01-07 12:34:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13734.00 total_reward_ma:13730.36 loss:-0.0152 fps:1885 +frame:9.66e+06 wall_t:5124 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.25 +2026-01-07 12:34:11 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13760.00 total_reward_ma:13728.80 loss:-0.01372 fps:1885 +frame:9.67e+06 wall_t:5129 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.188 +2026-01-07 12:34:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13856.00 total_reward_ma:13728.20 loss:-0.01496 fps:1886 +frame:9.68e+06 wall_t:5133 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.268 +2026-01-07 12:34:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13902.00 total_reward_ma:13728.06 loss:-0.01455 fps:1886 +frame:9.69e+06 wall_t:5138 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.227 +2026-01-07 12:34:24 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13910.00 total_reward_ma:13728.58 loss:-0.01431 fps:1886 +frame:9.70e+06 wall_t:5142 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.204 +2026-01-07 12:34:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13910.00 total_reward_ma:13729.42 loss:-0.01427 fps:1887 +frame:9.71e+06 wall_t:5147 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.195 +2026-01-07 12:34:34 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13888.00 total_reward_ma:13729.54 loss:-0.01302 fps:1887 +frame:9.72e+06 wall_t:5152 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.245 +2026-01-07 12:34:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13970.00 total_reward_ma:13730.47 loss:-0.01297 fps:1887 +frame:9.73e+06 wall_t:5156 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.246 +2026-01-07 12:34:43 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:13972.00 total_reward_ma:13731.42 loss:-0.01522 fps:1887 +frame:9.74e+06 wall_t:5161 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.219 +2026-01-07 12:34:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14008.00 total_reward_ma:13732.71 loss:-0.01502 fps:1887 +frame:9.75e+06 wall_t:5166 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.24 +2026-01-07 12:34:52 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14074.00 total_reward_ma:13735.18 loss:-0.01485 fps:1888 +frame:9.76e+06 wall_t:5170 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.23 +2026-01-07 12:34:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14024.00 total_reward_ma:13736.25 loss:-0.01481 fps:1888 +frame:9.77e+06 wall_t:5175 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.258 +2026-01-07 12:35:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14048.00 total_reward_ma:13737.26 loss:-0.01387 fps:1888 +frame:9.78e+06 wall_t:5179 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.338 +2026-01-07 12:35:06 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14072.00 total_reward_ma:13738.59 loss:-0.0138 fps:1889 +frame:9.79e+06 wall_t:5184 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.311 +2026-01-07 12:35:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14070.00 total_reward_ma:13739.90 loss:-0.01375 fps:1889 +frame:9.80e+06 wall_t:5188 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.283 +2026-01-07 12:35:15 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14086.00 total_reward_ma:13741.89 loss:-0.011 fps:1889 +frame:9.81e+06 wall_t:5193 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.239 +2026-01-07 12:35:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14074.00 total_reward_ma:13743.74 loss:-0.01369 fps:1890 +frame:9.82e+06 wall_t:5197 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.187 +2026-01-07 12:35:23 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14120.00 total_reward_ma:13745.89 loss:-0.01297 fps:1890 +frame:9.83e+06 wall_t:5201 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.119 +2026-01-07 12:35:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14120.00 total_reward_ma:13748.04 loss:-0.01417 fps:1890 +frame:9.84e+06 wall_t:5206 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.248 +2026-01-07 12:35:32 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14100.00 total_reward_ma:13749.65 loss:-0.0133 fps:1891 +frame:9.85e+06 wall_t:5210 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.231 +2026-01-07 12:35:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14036.00 total_reward_ma:13750.86 loss:-0.01289 fps:1891 +frame:9.86e+06 wall_t:5215 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.261 +2026-01-07 12:35:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14046.00 total_reward_ma:13752.39 loss:-0.01157 fps:1891 +frame:9.87e+06 wall_t:5219 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.16 +2026-01-07 12:35:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14032.00 total_reward_ma:13753.94 loss:-0.01258 fps:1891 +frame:9.88e+06 wall_t:5224 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.234 +2026-01-07 12:35:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14014.00 total_reward_ma:13755.29 loss:-0.01268 fps:1892 +frame:9.89e+06 wall_t:5228 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.251 +2026-01-07 12:35:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14014.00 total_reward_ma:13756.64 loss:-0.01238 fps:1892 +frame:9.90e+06 wall_t:5233 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.159 +2026-01-07 12:35:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14014.00 total_reward_ma:13758.37 loss:-0.01296 fps:1892 +frame:9.91e+06 wall_t:5237 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.286 +2026-01-07 12:36:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14036.00 total_reward_ma:13760.46 loss:-0.01205 fps:1892 +frame:9.92e+06 wall_t:5242 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.154 +2026-01-07 12:36:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14036.00 total_reward_ma:13761.99 loss:-0.01221 fps:1893 +frame:9.93e+06 wall_t:5246 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.254 +2026-01-07 12:36:13 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14032.00 total_reward_ma:13764.94 loss:-0.01169 fps:1893 +frame:9.94e+06 wall_t:5251 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.149 +2026-01-07 12:36:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14024.00 total_reward_ma:13767.91 loss:-0.01135 fps:1893 +frame:9.95e+06 wall_t:5255 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.216 +2026-01-07 12:36:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14024.00 total_reward_ma:13770.88 loss:-0.01194 fps:1894 +frame:9.96e+06 wall_t:5260 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.183 +2026-01-07 12:36:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14022.00 total_reward_ma:13774.45 loss:-0.01211 fps:1894 +frame:9.97e+06 wall_t:5264 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.289 +2026-01-07 12:36:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14076.00 total_reward_ma:13778.94 loss:-0.0116 fps:1894 +frame:9.98e+06 wall_t:5269 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.241 +2026-01-07 12:36:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14076.00 total_reward_ma:13783.41 loss:-0.009763 fps:1895 +frame:9.99e+06 wall_t:5273 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.282 +2026-01-07 12:36:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_kangaroo_t0_s3 [train] +total_reward:14082.00 total_reward_ma:13787.92 loss:-0.01136 fps:1895 +frame:1.00e+07 wall_t:5278 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.294 +2026-01-07 12:36:40 | INFO | PID:1856 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_spec.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..43b09d9780813fa81c0881cf2507e05830738bc1 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_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": 0.85, + "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/Kangaroo-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_07_110838", + "prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838", + "graph_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/graph/ppo_atari_lam85_kangaroo_t0", + "info_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0", + "log_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0", + "model_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/model/ppo_atari_lam85_kangaroo_t0" + }, + "name": "ppo_atari_lam85_kangaroo" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0_spec.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..43b09d9780813fa81c0881cf2507e05830738bc1 --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_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": 0.85, + "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/Kangaroo-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_07_110838", + "prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838", + "graph_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/graph/ppo_atari_lam85_kangaroo_t0", + "info_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/info/ppo_atari_lam85_kangaroo_t0", + "log_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/log/ppo_atari_lam85_kangaroo_t0", + "model_prepath": "data/ppo_atari_lam85_kangaroo_2026_01_07_110838/model/ppo_atari_lam85_kangaroo_t0" + }, + "name": "ppo_atari_lam85_kangaroo" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..cc89e23ba93e2d92049955895b64dfb903c4f39b --- /dev/null +++ b/data/ppo_atari_lam85_kangaroo_2026_01_07_110838/ppo_atari_lam85_kangaroo_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 9911.83984375, + "strength": 6170.41552734375, + "max_strength": 10056.6669921875, + "final_strength": 9990.0, + "sample_efficiency": 1.865282257540457e-07, + "training_efficiency": 1.1943612662435044e-05, + "stability": 0.9976025223731995, + "consistency": -0.4073474407196045 +} \ No newline at end of file